diff --git a/brainpy/dyn/rates/rnncells.py b/brainpy/dyn/rates/rnncells.py index 35ecc8d17..a94ca7dfe 100644 --- a/brainpy/dyn/rates/rnncells.py +++ b/brainpy/dyn/rates/rnncells.py @@ -124,6 +124,11 @@ def __init__( self.state[:] = self.state2train def reset_state(self, batch_or_mode=None, **kwargs): + # Accept ``batch_size`` as an alias for ``batch_or_mode`` so the canonical + # ``model.reset(batch_size=...)`` convention (used by ``brainpy.dyn`` + # neurons and the training tutorials) works on recurrent cells too. + if batch_or_mode is None: + batch_or_mode = kwargs.get('batch_size', None) self.state.value = variable(self._state_initializer, batch_or_mode, self.num_out) if self.train_state: self.state2train.value = parameter(self._state_initializer, self.num_out, allow_none=False) @@ -236,6 +241,11 @@ def __init__( self.state[:] = self.state2train def reset_state(self, batch_or_mode=None, **kwargs): + # Accept ``batch_size`` as an alias for ``batch_or_mode`` so the canonical + # ``model.reset(batch_size=...)`` convention (used by ``brainpy.dyn`` + # neurons and the training tutorials) works on recurrent cells too. + if batch_or_mode is None: + batch_or_mode = kwargs.get('batch_size', None) self.state.value = variable(self._state_initializer, batch_or_mode, self.num_out) if self.train_state: self.state2train.value = parameter(self._state_initializer, self.num_out, allow_none=False) @@ -371,6 +381,8 @@ def __init__( self.state[:] = self.state2train def reset_state(self, batch_or_mode=None, **kwargs): + if batch_or_mode is None: + batch_or_mode = kwargs.get('batch_size', None) self.state.value = variable(self._state_initializer, batch_or_mode, self.num_out * 2) if self.train_state: self.state2train.value = parameter(self._state_initializer, self.num_out * 2, allow_none=False) @@ -522,6 +534,8 @@ def __init__( self.reset_state() def reset_state(self, batch_or_mode: int = 1, **kwargs): + if 'batch_size' in kwargs and kwargs['batch_size'] is not None: + batch_or_mode = kwargs['batch_size'] if self.mode.is_a(bm.NonBatchingMode): shape = self.input_shape + (self.out_channels,) self.h = variable_(self._state_initializer, shape) diff --git a/brainpy/dyn/rates/rnncells_test.py b/brainpy/dyn/rates/rnncells_test.py index ce3ea8129..e171c22a3 100644 --- a/brainpy/dyn/rates/rnncells_test.py +++ b/brainpy/dyn/rates/rnncells_test.py @@ -202,6 +202,28 @@ def test_rnn_cells_reset_state_int_batch(self, cls): expected = (2, 8) if cls == 'LSTMCell' else (2, 4) self.assertTupleEqual(tuple(cell.state.shape), expected) + @parameterized.product(cls=['RNNCell', 'GRUCell', 'LSTMCell']) + def test_rnn_cells_reset_batch_size_kwarg(self, cls): + # Regression (build_training_models tutorial): ``reset(batch_size=...)`` + # — the canonical convention shared with ``brainpy.dyn`` neurons — must + # add a leading batch axis on recurrent cells. Previously the cells only + # understood ``batch_or_mode`` and silently dropped ``batch_size``, + # resetting the state to an unbatched shape and raising a MathError. + bm.random.seed() + cell = getattr(bp.dyn, cls)(num_in=3, num_out=4, mode=bm.batching_mode) + cell.reset(batch_size=5) + expected = (5, 8) if cls == 'LSTMCell' else (5, 4) + self.assertTupleEqual(tuple(cell.state.shape), expected) + + @parameterized.product(cls=['RNNCell', 'GRUCell', 'LSTMCell']) + def test_rnn_cells_reset_batch_or_mode_kwarg_still_works(self, cls): + # Back-compat: the original ``batch_or_mode`` keyword must keep working. + bm.random.seed() + cell = getattr(bp.dyn, cls)(num_in=3, num_out=4, mode=bm.batching_mode) + cell.reset_state(batch_or_mode=3) + expected = (3, 8) if cls == 'LSTMCell' else (3, 4) + self.assertTupleEqual(tuple(cell.state.shape), expected) + if __name__ == '__main__': absltest.main() diff --git a/brainpy/inputs/currents.py b/brainpy/inputs/currents.py index b37156b83..00ff610e1 100644 --- a/brainpy/inputs/currents.py +++ b/brainpy/inputs/currents.py @@ -17,6 +17,7 @@ import brainstate import braintools +import brainunit as u import brainpy.math @@ -35,6 +36,31 @@ ] +def _as_hz(frequency): + """Attach ``Hz`` units to a bare numeric frequency. + + ``braintools.input.sinusoidal`` / ``braintools.input.square`` require the + frequency to carry frequency (``Hz``) units; a plain number is treated as + dimensionless and rejected. A value that is already a + :class:`brainunit.Quantity` is returned unchanged. + """ + return frequency if isinstance(frequency, u.Quantity) else frequency * u.Hz + + +def _as_ms(value): + """Attach ``ms`` units to a bare numeric time value. + + Once ``dt`` carries time units the waveform helpers convert the oscillation + frequency against that time unit, so the remaining time arguments + (``dt``/``duration``/``t_start``/``t_end``) must be unit-carrying as well. + ``None`` passes through and existing :class:`brainunit.Quantity` values are + left untouched. + """ + if value is None: + return None + return value if isinstance(value, u.Quantity) else value * u.ms + + def section_input(values, durations, dt=None, return_length=False): """Format an input current with different sections. @@ -279,8 +305,10 @@ def sinusoidal_input(amplitude, frequency, duration, dt=None, t_start=0., t_end= Whether the sinusoid oscillates around 0 (False), or has a positive DC bias, thus non-negative (True). """ - with brainstate.environ.context(dt=brainpy.math.get_dt() if dt is None else dt): - return braintools.input.sinusoidal(amplitude, frequency, duration, t_start=t_start, t_end=t_end, bias=bias) + dt = brainpy.math.get_dt() if dt is None else dt + with brainstate.environ.context(dt=_as_ms(dt)): + return braintools.input.sinusoidal(amplitude, _as_hz(frequency), _as_ms(duration), + t_start=_as_ms(t_start), t_end=_as_ms(t_end), bias=bias) def square_input(amplitude, frequency, duration, dt=None, bias=False, t_start=0., t_end=None): @@ -305,6 +333,8 @@ def square_input(amplitude, frequency, duration, dt=None, bias=False, t_start=0. Whether the sinusoid oscillates around 0 (False), or has a positive DC bias, thus non-negative (True). """ - with brainstate.environ.context(dt=brainpy.math.get_dt() if dt is None else dt): - return braintools.input.square(amplitude, frequency, duration, t_start=t_start, t_end=t_end, duty_cycle=0.5, + dt = brainpy.math.get_dt() if dt is None else dt + with brainstate.environ.context(dt=_as_ms(dt)): + return braintools.input.square(amplitude, _as_hz(frequency), _as_ms(duration), + t_start=_as_ms(t_start), t_end=_as_ms(t_end), duty_cycle=0.5, bias=bias) diff --git a/brainpy/inputs/currents_test.py b/brainpy/inputs/currents_test.py index 460ad591c..d7727e3c4 100644 --- a/brainpy/inputs/currents_test.py +++ b/brainpy/inputs/currents_test.py @@ -15,6 +15,7 @@ # ============================================================================== from unittest import TestCase +import brainunit as u import numpy as np import brainpy as bp @@ -81,17 +82,42 @@ def test_ou_process(self): current7 = bp.inputs.ou_process(mean=1., sigma=0.1, tau=10., duration=duration, n=2, t_start=10., t_end=180.) show(current7, duration, 'Ornstein-Uhlenbeck Process') - # def test_sinusoidal_input(self): - # duration = 2000 * u.ms - # current8 = bp.inputs.sinusoidal_input(amplitude=1., frequency=2.0 * u.Hz, - # duration=duration, t_start=100. * u.ms, dt=0.1 * u.ms) - # show(current8, duration, 'Sinusoidal Input') - # - # def test_square_input(self): - # duration = 2000 * u.ms - # current9 = bp.inputs.square_input(amplitude=1., frequency=2.0 * u.Hz, - # duration=duration, t_start=100 * u.ms, dt=0.1 * u.ms) - # show(current9, duration, 'Square Input') + def test_sinusoidal_input_bare_frequency(self): + # Regression: a bare numeric ``frequency`` (in Hz) must be accepted. + # ``braintools`` started requiring frequency/time arguments to carry + # units; the wrapper now attaches ``Hz``/``ms`` so the documented plain + # ``frequency=2.0`` call keeps working instead of raising + # ``AssertionError: Frequency must be in Hz``. + duration = 2000 + current8 = bp.inputs.sinusoidal_input(amplitude=1., frequency=2.0, + duration=duration, t_start=100., dt=0.1) + current8 = np.asarray(current8) + self.assertEqual(current8.shape[0], int(duration / 0.1)) + # amplitude 1 -> values bounded in [-1, 1]; current is zero before t_start + self.assertLessEqual(float(np.max(np.abs(current8))), 1.0 + 1e-5) + self.assertTrue(np.allclose(current8[:int(100 / 0.1)], 0.)) + show(current8, duration, 'Sinusoidal Input') + + def test_square_input_bare_frequency(self): + # Regression: same contract for ``square_input``. + duration = 2000 + current9 = bp.inputs.square_input(amplitude=1., frequency=2.0, + duration=duration, t_start=100., dt=0.1) + current9 = np.asarray(current9) + self.assertEqual(current9.shape[0], int(duration / 0.1)) + self.assertLessEqual(float(np.max(np.abs(current9))), 1.0 + 1e-5) + show(current9, duration, 'Square Input') + + def test_sinusoidal_input_quantity_frequency(self): + # The unit-carrying form (``frequency=2 * u.Hz``, ``duration=... * u.ms``) + # must produce the same waveform as the bare-number form. + bare = np.asarray(bp.inputs.sinusoidal_input(amplitude=1., frequency=2.0, + duration=2000, t_start=100., dt=0.1)) + quant = np.asarray(bp.inputs.sinusoidal_input(amplitude=1., frequency=2.0 * u.Hz, + duration=2000 * u.ms, t_start=100. * u.ms, + dt=0.1 * u.ms)) + self.assertEqual(bare.shape, quant.shape) + self.assertTrue(np.allclose(bare, quant)) def test_general1(self): I1 = bp.inputs.section_input(values=[0, 1, 2], durations=[10, 20, 30], dt=0.1) diff --git a/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb b/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb index ea5675711..f3ef27a65 100644 --- a/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb +++ b/docs/tutorial_FAQs/gotchas_of_brainpy_transforms.ipynb @@ -14,26 +14,25 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:51.153959Z", "start_time": "2025-10-06T03:58:46.847466Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:10:55.426315Z", + "iopub.status.busy": "2026-06-19T06:10:55.425930Z", + "iopub.status.idle": "2026-06-19T06:11:00.110740Z", + "shell.execute_reply": "2026-06-19T06:11:00.109953Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.7.8'" ] }, "execution_count": 1, @@ -41,7 +40,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -72,13 +78,21 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:51.210376Z", "start_time": "2025-10-06T03:58:51.158967Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:00.131396Z", + "iopub.status.busy": "2026-06-19T06:11:00.131059Z", + "iopub.status.idle": "2026-06-19T06:11:00.175587Z", + "shell.execute_reply": "2026-06-19T06:11:00.174647Z" } }, + "outputs": [], "source": [ "@bm.jit\n", "def f(a, b):\n", @@ -86,79 +100,84 @@ "\n", "a = bm.Variable(bm.ones(1))\n", "b = bm.Variable(bm.ones(1) * 10)" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T03:58:53.739860Z", "start_time": "2025-10-06T03:58:51.219153Z" - } + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:00.177959Z", + "iopub.status.busy": "2026-06-19T06:11:00.177809Z", + "iopub.status.idle": "2026-06-19T06:11:02.771982Z", + "shell.execute_reply": "2026-06-19T06:11:02.771139Z" + }, + "tags": [ + "raises-exception" + ] }, - "source": [ - "f(a, b)\n", - "\n", - "try:\n", - " assert bm.allclose(a, b)\n", - " print('a equals to b.')\n", - "except:\n", - " print('a is not equal to b.')" - ], "outputs": [ { "ename": "ValueError", "evalue": "Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]", "output_type": "error", "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mJaxStackTraceBeforeTransformation\u001B[39m Traceback (most recent call last)", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\runpy.py:198\u001B[39m, in \u001B[36m_run_module_as_main\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 197\u001B[39m sys.argv[\u001B[32m0\u001B[39m] = mod_spec.origin\n\u001B[32m--> \u001B[39m\u001B[32m198\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m _run_code(code, main_globals, \u001B[38;5;28;01mNone\u001B[39;00m,\n\u001B[32m 199\u001B[39m \u001B[33m\"\u001B[39m\u001B[33m__main__\u001B[39m\u001B[33m\"\u001B[39m, mod_spec)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\runpy.py:88\u001B[39m, in \u001B[36m_run_code\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 81\u001B[39m run_globals.update(\u001B[34m__name__\u001B[39m = mod_name,\n\u001B[32m 82\u001B[39m \u001B[34m__file__\u001B[39m = fname,\n\u001B[32m 83\u001B[39m __cached__ = cached,\n\u001B[32m (...)\u001B[39m\u001B[32m 86\u001B[39m __package__ = pkg_name,\n\u001B[32m 87\u001B[39m __spec__ = mod_spec)\n\u001B[32m---> \u001B[39m\u001B[32m88\u001B[39m exec(code, run_globals)\n\u001B[32m 89\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m run_globals\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel_launcher.py:18\u001B[39m\n\u001B[32m 16\u001B[39m \u001B[38;5;28;01mfrom\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34;01mipykernel\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[38;5;28;01mimport\u001B[39;00m kernelapp \u001B[38;5;28;01mas\u001B[39;00m app\n\u001B[32m---> \u001B[39m\u001B[32m18\u001B[39m app.launch_new_instance()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\traitlets\\config\\application.py:1075\u001B[39m, in \u001B[36mlaunch_instance\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 1074\u001B[39m app.initialize(argv)\n\u001B[32m-> \u001B[39m\u001B[32m1075\u001B[39m app.start()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelapp.py:739\u001B[39m, in \u001B[36mstart\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 738\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m739\u001B[39m \u001B[38;5;28mself\u001B[39m.io_loop.start()\n\u001B[32m 740\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mKeyboardInterrupt\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\tornado\\platform\\asyncio.py:205\u001B[39m, in \u001B[36mstart\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 204\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mstart\u001B[39m(\u001B[38;5;28mself\u001B[39m) -> \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m205\u001B[39m \u001B[38;5;28mself\u001B[39m.asyncio_loop.run_forever()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\asyncio\\base_events.py:640\u001B[39m, in \u001B[36mrun_forever\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 639\u001B[39m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m640\u001B[39m \u001B[38;5;28mself\u001B[39m._run_once()\n\u001B[32m 641\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m._stopping:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\asyncio\\base_events.py:1992\u001B[39m, in \u001B[36m_run_once\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 1991\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m1992\u001B[39m handle._run()\n\u001B[32m 1993\u001B[39m handle = \u001B[38;5;28;01mNone\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\asyncio\\events.py:88\u001B[39m, in \u001B[36m_run\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 87\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m---> \u001B[39m\u001B[32m88\u001B[39m \u001B[38;5;28mself\u001B[39m._context.run(\u001B[38;5;28mself\u001B[39m._callback, *\u001B[38;5;28mself\u001B[39m._args)\n\u001B[32m 89\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m (\u001B[38;5;167;01mSystemExit\u001B[39;00m, \u001B[38;5;167;01mKeyboardInterrupt\u001B[39;00m):\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:545\u001B[39m, in \u001B[36mdispatch_queue\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 544\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m545\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28mself\u001B[39m.process_one()\n\u001B[32m 546\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:534\u001B[39m, in \u001B[36mprocess_one\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 533\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m534\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m dispatch(*args)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:437\u001B[39m, in \u001B[36mdispatch_shell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 436\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m inspect.isawaitable(result):\n\u001B[32m--> \u001B[39m\u001B[32m437\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m result\n\u001B[32m 438\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\ipkernel.py:362\u001B[39m, in \u001B[36mexecute_request\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 361\u001B[39m \u001B[38;5;28mself\u001B[39m._associate_new_top_level_threads_with(parent_header)\n\u001B[32m--> \u001B[39m\u001B[32m362\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28msuper\u001B[39m().execute_request(stream, ident, parent)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:778\u001B[39m, in \u001B[36mexecute_request\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 777\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m inspect.isawaitable(reply_content):\n\u001B[32m--> \u001B[39m\u001B[32m778\u001B[39m reply_content = \u001B[38;5;28;01mawait\u001B[39;00m reply_content\n\u001B[32m 780\u001B[39m \u001B[38;5;66;03m# Flush output before sending the reply.\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\ipkernel.py:449\u001B[39m, in \u001B[36mdo_execute\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 448\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m accepts_params[\u001B[33m\"\u001B[39m\u001B[33mcell_id\u001B[39m\u001B[33m\"\u001B[39m]:\n\u001B[32m--> \u001B[39m\u001B[32m449\u001B[39m res = shell.run_cell(\n\u001B[32m 450\u001B[39m code,\n\u001B[32m 451\u001B[39m store_history=store_history,\n\u001B[32m 452\u001B[39m silent=silent,\n\u001B[32m 453\u001B[39m cell_id=cell_id,\n\u001B[32m 454\u001B[39m )\n\u001B[32m 455\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\zmqshell.py:549\u001B[39m, in \u001B[36mrun_cell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 548\u001B[39m \u001B[38;5;28mself\u001B[39m._last_traceback = \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m549\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28msuper\u001B[39m().run_cell(*args, **kwargs)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3116\u001B[39m, in \u001B[36mrun_cell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3115\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m3116\u001B[39m result = \u001B[38;5;28mself\u001B[39m._run_cell(\n\u001B[32m 3117\u001B[39m raw_cell, store_history, silent, shell_futures, cell_id\n\u001B[32m 3118\u001B[39m )\n\u001B[32m 3119\u001B[39m \u001B[38;5;28;01mfinally\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3171\u001B[39m, in \u001B[36m_run_cell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3170\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m3171\u001B[39m result = runner(coro)\n\u001B[32m 3172\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mBaseException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m e:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\async_helpers.py:128\u001B[39m, in \u001B[36m_pseudo_sync_runner\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 127\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m128\u001B[39m coro.send(\u001B[38;5;28;01mNone\u001B[39;00m)\n\u001B[32m 129\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mStopIteration\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3394\u001B[39m, in \u001B[36mrun_cell_async\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3391\u001B[39m interactivity = \u001B[33m\"\u001B[39m\u001B[33mnone\u001B[39m\u001B[33m\"\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m silent \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;28mself\u001B[39m.ast_node_interactivity\n\u001B[32m-> \u001B[39m\u001B[32m3394\u001B[39m has_raised = \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28mself\u001B[39m.run_ast_nodes(code_ast.body, cell_name,\n\u001B[32m 3395\u001B[39m interactivity=interactivity, compiler=compiler, result=result)\n\u001B[32m 3397\u001B[39m \u001B[38;5;28mself\u001B[39m.last_execution_succeeded = \u001B[38;5;129;01mnot\u001B[39;00m has_raised\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3639\u001B[39m, in \u001B[36mrun_ast_nodes\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3638\u001B[39m asy = compare(code)\n\u001B[32m-> \u001B[39m\u001B[32m3639\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28mself\u001B[39m.run_code(code, result, async_=asy):\n\u001B[32m 3640\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3699\u001B[39m, in \u001B[36mrun_code\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3698\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m3699\u001B[39m exec(code_obj, \u001B[38;5;28mself\u001B[39m.user_global_ns, \u001B[38;5;28mself\u001B[39m.user_ns)\n\u001B[32m 3700\u001B[39m \u001B[38;5;28;01mfinally\u001B[39;00m:\n\u001B[32m 3701\u001B[39m \u001B[38;5;66;03m# Reset our crash handler in place\u001B[39;00m\n", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[2]\u001B[39m\u001B[32m, line 5\u001B[39m\n\u001B[32m 3\u001B[39m a.value = b\n\u001B[32m----> \u001B[39m\u001B[32m5\u001B[39m a = bm.Variable(bm.ones(\u001B[32m1\u001B[39m))\n\u001B[32m 6\u001B[39m b = bm.Variable(bm.ones(\u001B[32m1\u001B[39m) * \u001B[32m10\u001B[39m)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\math\\object_transform\\variables.py:66\u001B[39m, in \u001B[36m__init__\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 65\u001B[39m Array.\u001B[34m__init__\u001B[39m(\u001B[38;5;28mself\u001B[39m, value, dtype=dtype)\n\u001B[32m---> \u001B[39m\u001B[32m66\u001B[39m brainstate.State.\u001B[34m__init__\u001B[39m(\u001B[38;5;28mself\u001B[39m, value)\n\u001B[32m 68\u001B[39m \u001B[38;5;66;03m# check batch axis\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\_state.py:296\u001B[39m, in \u001B[36m__init__\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 292\u001B[39m \u001B[38;5;66;03m# update metadata\u001B[39;00m\n\u001B[32m 293\u001B[39m metadata.update(\n\u001B[32m 294\u001B[39m _value=value,\n\u001B[32m 295\u001B[39m _level=_get_trace_stack_level(),\n\u001B[32m--> \u001B[39m\u001B[32m296\u001B[39m _source_info=source_info_util.current(),\n\u001B[32m 297\u001B[39m _name=name,\n\u001B[32m 298\u001B[39m _been_writen=\u001B[38;5;28;01mFalse\u001B[39;00m,\n\u001B[32m 299\u001B[39m tag=tag,\n\u001B[32m 300\u001B[39m )\n\u001B[32m 302\u001B[39m \u001B[38;5;66;03m# avoid using self._setattr to avoid the check\u001B[39;00m\n", - "\u001B[31mJaxStackTraceBeforeTransformation\u001B[39m: ValueError: Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]\n\nThe preceding stack trace is the source of the JAX operation that, once transformed by JAX, triggered the following exception.\n\n--------------------", + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mJaxStackTraceBeforeTransformation\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m:198\u001b[39m, in \u001b[36m_run_module_as_main\u001b[39m\u001b[34m()\u001b[39m\n", + "\u001b[36mFile \u001b[39m\u001b[32m:88\u001b[39m, in \u001b[36m_run_code\u001b[39m\u001b[34m()\u001b[39m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel_launcher.py:18\u001b[39m\n\u001b[32m 16\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mipykernel\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m kernelapp \u001b[38;5;28;01mas\u001b[39;00m app\n\u001b[32m---> \u001b[39m\u001b[32m18\u001b[39m app.launch_new_instance()\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/traitlets/config/application.py:1075\u001b[39m, in \u001b[36mlaunch_instance\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 1074\u001b[39m app.initialize(argv)\n\u001b[32m-> \u001b[39m\u001b[32m1075\u001b[39m app.start()\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelapp.py:758\u001b[39m, in \u001b[36mstart\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 757\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m758\u001b[39m \u001b[38;5;28mself\u001b[39m.io_loop.start()\n\u001b[32m 759\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/tornado/platform/asyncio.py:211\u001b[39m, in \u001b[36mstart\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 210\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mstart\u001b[39m(\u001b[38;5;28mself\u001b[39m) -> \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m211\u001b[39m \u001b[38;5;28mself\u001b[39m.asyncio_loop.run_forever()\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/asyncio/base_events.py:683\u001b[39m, in \u001b[36mrun_forever\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 682\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m683\u001b[39m \u001b[38;5;28mself\u001b[39m._run_once()\n\u001b[32m 684\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m._stopping:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/asyncio/base_events.py:2050\u001b[39m, in \u001b[36m_run_once\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 2049\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m2050\u001b[39m handle._run()\n\u001b[32m 2051\u001b[39m handle = \u001b[38;5;28;01mNone\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/asyncio/events.py:89\u001b[39m, in \u001b[36m_run\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 88\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m---> \u001b[39m\u001b[32m89\u001b[39m \u001b[38;5;28mself\u001b[39m._context.run(\u001b[38;5;28mself\u001b[39m._callback, *\u001b[38;5;28mself\u001b[39m._args)\n\u001b[32m 90\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m (\u001b[38;5;167;01mSystemExit\u001b[39;00m, \u001b[38;5;167;01mKeyboardInterrupt\u001b[39;00m):\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelbase.py:621\u001b[39m, in \u001b[36mshell_main\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 620\u001b[39m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mwith\u001b[39;00m asyncio_lock:\n\u001b[32m--> \u001b[39m\u001b[32m621\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m.dispatch_shell(msg, subshell_id=subshell_id)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelbase.py:478\u001b[39m, in \u001b[36mdispatch_shell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 477\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m inspect.isawaitable(result):\n\u001b[32m--> \u001b[39m\u001b[32m478\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m result\n\u001b[32m 479\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/ipkernel.py:372\u001b[39m, in \u001b[36mexecute_request\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 371\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Override for cell output - cell reconciliation.\"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m372\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28msuper\u001b[39m().execute_request(stream, ident, parent)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/kernelbase.py:834\u001b[39m, in \u001b[36mexecute_request\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 833\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m inspect.isawaitable(reply_content):\n\u001b[32m--> \u001b[39m\u001b[32m834\u001b[39m reply_content = \u001b[38;5;28;01mawait\u001b[39;00m reply_content\n\u001b[32m 835\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/ipkernel.py:464\u001b[39m, in \u001b[36mdo_execute\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 463\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m accepts_params[\u001b[33m\"\u001b[39m\u001b[33mcell_id\u001b[39m\u001b[33m\"\u001b[39m]:\n\u001b[32m--> \u001b[39m\u001b[32m464\u001b[39m res = shell.run_cell(\n\u001b[32m 465\u001b[39m code,\n\u001b[32m 466\u001b[39m store_history=store_history,\n\u001b[32m 467\u001b[39m silent=silent,\n\u001b[32m 468\u001b[39m cell_id=cell_id,\n\u001b[32m 469\u001b[39m )\n\u001b[32m 470\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/ipykernel/zmqshell.py:663\u001b[39m, in \u001b[36mrun_cell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 662\u001b[39m \u001b[38;5;28mself\u001b[39m._last_traceback = \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m663\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m().run_cell(*args, **kwargs)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3123\u001b[39m, in \u001b[36mrun_cell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3122\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3123\u001b[39m result = \u001b[38;5;28mself\u001b[39m._run_cell(\n\u001b[32m 3124\u001b[39m raw_cell, store_history, silent, shell_futures, cell_id\n\u001b[32m 3125\u001b[39m )\n\u001b[32m 3126\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3178\u001b[39m, in \u001b[36m_run_cell\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3177\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3178\u001b[39m result = runner(coro)\n\u001b[32m 3179\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/async_helpers.py:128\u001b[39m, in \u001b[36m_pseudo_sync_runner\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 127\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m128\u001b[39m coro.send(\u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[32m 129\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mStopIteration\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m exc:\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3400\u001b[39m, in \u001b[36mrun_cell_async\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3397\u001b[39m interactivity = \u001b[33m\"\u001b[39m\u001b[33mnone\u001b[39m\u001b[33m\"\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m silent \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mself\u001b[39m.ast_node_interactivity\n\u001b[32m-> \u001b[39m\u001b[32m3400\u001b[39m has_raised = \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m.run_ast_nodes(code_ast.body, cell_name,\n\u001b[32m 3401\u001b[39m interactivity=interactivity, compiler=compiler, result=result)\n\u001b[32m 3403\u001b[39m \u001b[38;5;28mself\u001b[39m.last_execution_succeeded = \u001b[38;5;129;01mnot\u001b[39;00m has_raised\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3641\u001b[39m, in \u001b[36mrun_ast_nodes\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3640\u001b[39m asy = compare(code)\n\u001b[32m-> \u001b[39m\u001b[32m3641\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m.run_code(code, result, async_=asy):\n\u001b[32m 3642\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/IPython/core/interactiveshell.py:3701\u001b[39m, in \u001b[36mrun_code\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 3700\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3701\u001b[39m exec(code_obj, \u001b[38;5;28mself\u001b[39m.user_global_ns, \u001b[38;5;28mself\u001b[39m.user_ns)\n\u001b[32m 3702\u001b[39m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[32m 3703\u001b[39m \u001b[38;5;66;03m# Reset our crash handler in place\u001b[39;00m\n", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[2]\u001b[39m\u001b[32m, line 5\u001b[39m\n\u001b[32m 3\u001b[39m a.value = b\n\u001b[32m----> \u001b[39m\u001b[32m5\u001b[39m a = bm.Variable(bm.ones(\u001b[32m1\u001b[39m))\n\u001b[32m 6\u001b[39m b = bm.Variable(bm.ones(\u001b[32m1\u001b[39m) * \u001b[32m10\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m/mnt/d/codes/projects/BrainPy/.claude/worktrees/notebooks-fix/brainpy/math/object_transform/variables.py:85\u001b[39m, in \u001b[36m__init__\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m 84\u001b[39m Array.\u001b[34m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, value, dtype=dtype)\n\u001b[32m---> \u001b[39m\u001b[32m85\u001b[39m brainstate.State.\u001b[34m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, value)\n\u001b[32m 87\u001b[39m \u001b[38;5;66;03m# check batch axis\u001b[39;00m\n", + "\u001b[31mJaxStackTraceBeforeTransformation\u001b[39m: ValueError: Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]\n\nThe preceding stack trace is the source of the JAX operation that, once transformed by JAX, triggered the following exception.\n\n--------------------", "\nThe above exception was the direct cause of the following exception:\n", - "\u001B[31mValueError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[3]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m f(a, b)\n\u001B[32m 3\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m 4\u001B[39m \u001B[38;5;28;01massert\u001B[39;00m bm.allclose(a, b)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_jit.py:97\u001B[39m, in \u001B[36m_get_jitted_fun..jitted_fun\u001B[39m\u001B[34m(*args, **params)\u001B[39m\n\u001B[32m 94\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m fun.fun(*args, **params)\n\u001B[32m 96\u001B[39m \u001B[38;5;66;03m# compile the function and get the state trace\u001B[39;00m\n\u001B[32m---> \u001B[39m\u001B[32m97\u001B[39m state_trace = fun.get_state_trace_by_call(*args, **params)\n\u001B[32m 98\u001B[39m read_state_vals = state_trace.get_read_state_values(\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[32m 100\u001B[39m \u001B[38;5;66;03m# call the jitted function\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:689\u001B[39m, in \u001B[36mStatefulFunction.get_state_trace_by_call\u001B[39m\u001B[34m(self, compile_if_miss, *args, **kwargs)\u001B[39m\n\u001B[32m 671\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mget_state_trace_by_call\u001B[39m(\u001B[38;5;28mself\u001B[39m, *args, compile_if_miss: \u001B[38;5;28mbool\u001B[39m = \u001B[38;5;28;01mTrue\u001B[39;00m, **kwargs) -> StateTraceStack:\n\u001B[32m 672\u001B[39m \u001B[38;5;250m \u001B[39m\u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 673\u001B[39m \u001B[33;03m Read the state trace of the function.\u001B[39;00m\n\u001B[32m 674\u001B[39m \n\u001B[32m (...)\u001B[39m\u001B[32m 687\u001B[39m \u001B[33;03m The state trace of the function.\u001B[39;00m\n\u001B[32m 688\u001B[39m \u001B[33;03m \"\"\"\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m689\u001B[39m cache_key = \u001B[38;5;28mself\u001B[39m.get_arg_cache_key(*args, **kwargs, compile_if_miss=compile_if_miss)\n\u001B[32m 690\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m.get_state_trace(cache_key)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:839\u001B[39m, in \u001B[36mStatefulFunction.get_arg_cache_key\u001B[39m\u001B[34m(self, compile_if_miss, *args, **kwargs)\u001B[39m\n\u001B[32m 831\u001B[39m cache_key = hashabledict(\n\u001B[32m 832\u001B[39m static_args=static_args,\n\u001B[32m 833\u001B[39m dyn_args=dyn_args,\n\u001B[32m 834\u001B[39m static_kwargs=static_kwargs,\n\u001B[32m 835\u001B[39m dyn_kwargs=dyn_kwargs,\n\u001B[32m 836\u001B[39m )\n\u001B[32m 838\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m cache_key \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mself\u001B[39m._cached_state_trace \u001B[38;5;129;01mand\u001B[39;00m compile_if_miss:\n\u001B[32m--> \u001B[39m\u001B[32m839\u001B[39m \u001B[38;5;28mself\u001B[39m.make_jaxpr(*args, **kwargs)\n\u001B[32m 841\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m cache_key\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:913\u001B[39m, in \u001B[36mStatefulFunction.make_jaxpr\u001B[39m\u001B[34m(self, *args, **kwargs)\u001B[39m\n\u001B[32m 888\u001B[39m \u001B[38;5;250m\u001B[39m\u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 889\u001B[39m \u001B[33;03mCreate the JAX Jaxpr representation given example arguments.\u001B[39;00m\n\u001B[32m 890\u001B[39m \n\u001B[32m (...)\u001B[39m\u001B[32m 909\u001B[39m \u001B[33;03m If State objects are passed as arguments or returned from the function.\u001B[39;00m\n\u001B[32m 910\u001B[39m \u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 912\u001B[39m \u001B[38;5;66;03m# check input types\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m913\u001B[39m jax.tree.map(\u001B[38;5;28mself\u001B[39m._check_input_ouput, (args, kwargs), is_leaf=\u001B[38;5;28;01mlambda\u001B[39;00m x: \u001B[38;5;28misinstance\u001B[39m(x, State))\n\u001B[32m 915\u001B[39m \u001B[38;5;66;03m# static args\u001B[39;00m\n\u001B[32m 916\u001B[39m cache_key = \u001B[38;5;28mself\u001B[39m.get_arg_cache_key(*args, **kwargs)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\tree.py:155\u001B[39m, in \u001B[36mmap\u001B[39m\u001B[34m(f, tree, is_leaf, *rest)\u001B[39m\n\u001B[32m 115\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mmap\u001B[39m(f: Callable[..., Any],\n\u001B[32m 116\u001B[39m tree: Any,\n\u001B[32m 117\u001B[39m *rest: Any,\n\u001B[32m 118\u001B[39m is_leaf: Callable[[Any], \u001B[38;5;28mbool\u001B[39m] | \u001B[38;5;28;01mNone\u001B[39;00m = \u001B[38;5;28;01mNone\u001B[39;00m) -> Any:\n\u001B[32m 119\u001B[39m \u001B[38;5;250m \u001B[39m\u001B[33;03m\"\"\"Maps a multi-input function over pytree args to produce a new pytree.\u001B[39;00m\n\u001B[32m 120\u001B[39m \n\u001B[32m 121\u001B[39m \u001B[33;03m Args:\u001B[39;00m\n\u001B[32m (...)\u001B[39m\u001B[32m 153\u001B[39m \u001B[33;03m - :func:`jax.tree.reduce`\u001B[39;00m\n\u001B[32m 154\u001B[39m \u001B[33;03m \"\"\"\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m155\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m tree_util.tree_map(f, tree, *rest, is_leaf=is_leaf)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\tree_util.py:361\u001B[39m, in \u001B[36mtree_map\u001B[39m\u001B[34m(f, tree, is_leaf, *rest)\u001B[39m\n\u001B[32m 359\u001B[39m leaves, treedef = tree_flatten(tree, is_leaf)\n\u001B[32m 360\u001B[39m all_leaves = [leaves] + [treedef.flatten_up_to(r) \u001B[38;5;28;01mfor\u001B[39;00m r \u001B[38;5;129;01min\u001B[39;00m rest]\n\u001B[32m--> \u001B[39m\u001B[32m361\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m treedef.unflatten(f(*xs) \u001B[38;5;28;01mfor\u001B[39;00m xs \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mzip\u001B[39m(*all_leaves))\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\tree_util.py:361\u001B[39m, in \u001B[36m\u001B[39m\u001B[34m(.0)\u001B[39m\n\u001B[32m 359\u001B[39m leaves, treedef = tree_flatten(tree, is_leaf)\n\u001B[32m 360\u001B[39m all_leaves = [leaves] + [treedef.flatten_up_to(r) \u001B[38;5;28;01mfor\u001B[39;00m r \u001B[38;5;129;01min\u001B[39;00m rest]\n\u001B[32m--> \u001B[39m\u001B[32m361\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m treedef.unflatten(f(*xs) \u001B[38;5;28;01mfor\u001B[39;00m xs \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mzip\u001B[39m(*all_leaves))\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:793\u001B[39m, in \u001B[36mStatefulFunction._check_input_ouput\u001B[39m\u001B[34m(self, x)\u001B[39m\n\u001B[32m 791\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m_check_input_ouput\u001B[39m(\u001B[38;5;28mself\u001B[39m, x):\n\u001B[32m 792\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(x, State):\n\u001B[32m--> \u001B[39m\u001B[32m793\u001B[39m x.raise_error_with_source_info(\n\u001B[32m 794\u001B[39m \u001B[38;5;167;01mValueError\u001B[39;00m(\n\u001B[32m 795\u001B[39m \u001B[33m'\u001B[39m\u001B[33mInputs/outputs for brainstate transformations cannot be an instance of State. \u001B[39m\u001B[33m'\u001B[39m\n\u001B[32m 796\u001B[39m \u001B[33mf\u001B[39m\u001B[33m'\u001B[39m\u001B[33mBut we got \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mx\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m'\u001B[39m\n\u001B[32m 797\u001B[39m )\n\u001B[32m 798\u001B[39m )\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\_state.py:441\u001B[39m, in \u001B[36mState.raise_error_with_source_info\u001B[39m\u001B[34m(self, error)\u001B[39m\n\u001B[32m 439\u001B[39m name_stack = source_info_util.current_name_stack() + \u001B[38;5;28mself\u001B[39m.source_info.name_stack\n\u001B[32m 440\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m source_info_util.user_context(\u001B[38;5;28mself\u001B[39m.source_info.traceback, name_stack=name_stack):\n\u001B[32m--> \u001B[39m\u001B[32m441\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m error\n", - "\u001B[31mValueError\u001B[39m: Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]" + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[3]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 3\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 4\u001b[39m \u001b[38;5;28;01massert\u001b[39;00m bm.allclose(a, b)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_jit.py:131\u001b[39m, in \u001b[36m_get_jitted_fun..jitted_fn\u001b[39m\u001b[34m(*args, **params)\u001b[39m\n\u001b[32m 128\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m fun.fun(*args, **params)\n\u001b[32m 130\u001b[39m \u001b[38;5;66;03m# compile the function and get the state trace\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m131\u001b[39m state_trace = \u001b[43mfun\u001b[49m\u001b[43m.\u001b[49m\u001b[43mget_state_trace\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mparams\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompile_if_miss\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[32m 132\u001b[39m read_state_vals = state_trace.get_read_state_values(\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[32m 134\u001b[39m \u001b[38;5;66;03m# call the jitted function\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:651\u001b[39m, in \u001b[36mStatefulFunction.get_state_trace\u001b[39m\u001b[34m(self, compile_if_miss, *args, **kwargs)\u001b[39m\n\u001b[32m 633\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_state_trace\u001b[39m(\u001b[38;5;28mself\u001b[39m, *args, compile_if_miss: \u001b[38;5;28mbool\u001b[39m = \u001b[38;5;28;01mTrue\u001b[39;00m, **kwargs) -> StateTraceStack:\n\u001b[32m 634\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 635\u001b[39m \u001b[33;03m Read the state trace of the function.\u001b[39;00m\n\u001b[32m 636\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 649\u001b[39m \u001b[33;03m The state trace of the function.\u001b[39;00m\n\u001b[32m 650\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m651\u001b[39m cache_key = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mget_arg_cache_key\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompile_if_miss\u001b[49m\u001b[43m=\u001b[49m\u001b[43mcompile_if_miss\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 652\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m.get_state_trace_by_cache(cache_key)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:417\u001b[39m, in \u001b[36mStatefulFunction.get_arg_cache_key\u001b[39m\u001b[34m(self, compile_if_miss, *args, **kwargs)\u001b[39m\n\u001b[32m 378\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mget_arg_cache_key\u001b[39m(\u001b[38;5;28mself\u001b[39m, *args, compile_if_miss: \u001b[38;5;28mbool\u001b[39m = \u001b[38;5;28;01mFalse\u001b[39;00m, **kwargs) -> CacheKey:\n\u001b[32m 379\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 380\u001b[39m \u001b[33;03m Compute the cache key for the given arguments.\u001b[39;00m\n\u001b[32m 381\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 414\u001b[39m \u001b[33;03m >>> cache_key = sf.get_arg_cache_key(jnp.array([1.0, 2.0]), 2)\u001b[39;00m\n\u001b[32m 415\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m417\u001b[39m cache_key = \u001b[43mget_arg_cache_key\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 418\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mstatic_argnums\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 419\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mstatic_argnames\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 420\u001b[39m \u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 421\u001b[39m \u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 422\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 423\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m compile_if_miss:\n\u001b[32m 424\u001b[39m compilation = \u001b[38;5;28mself\u001b[39m._compilation_cache.get(cache_key)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:164\u001b[39m, in \u001b[36mget_arg_cache_key\u001b[39m\u001b[34m(static_argnums, static_argnames, args, kwargs, fn_to_check)\u001b[39m\n\u001b[32m 160\u001b[39m \u001b[38;5;66;03m# Mirror the kwargs branch below: skip the State check when ``fn_to_check``\u001b[39;00m\n\u001b[32m 161\u001b[39m \u001b[38;5;66;03m# is None. Without this guard ``jax.tree.map(None, ...)`` raises a confusing\u001b[39;00m\n\u001b[32m 162\u001b[39m \u001b[38;5;66;03m# ``TypeError: 'NoneType' object is not callable`` on the positional args.\u001b[39;00m\n\u001b[32m 163\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m fn_to_check \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m164\u001b[39m \u001b[43mjax\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtree\u001b[49m\u001b[43m.\u001b[49m\u001b[43mmap\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfn_to_check\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdyn_args\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_leaf\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mlambda\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43misinstance\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mState\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 165\u001b[39m dyn_args = jax.tree.map(shaped_abstractify, dyn_args)\n\u001b[32m 167\u001b[39m \u001b[38;5;66;03m# kwargs -- the State check must run BEFORE abstractification, which\u001b[39;00m\n\u001b[32m 168\u001b[39m \u001b[38;5;66;03m# flattens a State into its value leaves and would hide it\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/jax/_src/tree.py:156\u001b[39m, in \u001b[36mmap\u001b[39m\u001b[34m(f, tree, is_leaf, *rest)\u001b[39m\n\u001b[32m 116\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mmap\u001b[39m(f: Callable[..., Any],\n\u001b[32m 117\u001b[39m tree: Any,\n\u001b[32m 118\u001b[39m *rest: Any,\n\u001b[32m 119\u001b[39m is_leaf: Callable[[Any], \u001b[38;5;28mbool\u001b[39m] | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m) -> Any:\n\u001b[32m 120\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Maps a multi-input function over pytree args to produce a new pytree.\u001b[39;00m\n\u001b[32m 121\u001b[39m \n\u001b[32m 122\u001b[39m \u001b[33;03m Args:\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 154\u001b[39m \u001b[33;03m - :func:`jax.tree.reduce`\u001b[39;00m\n\u001b[32m 155\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m156\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtree_util\u001b[49m\u001b[43m.\u001b[49m\u001b[43mtree_map\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtree\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43mrest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_leaf\u001b[49m\u001b[43m=\u001b[49m\u001b[43mis_leaf\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/jax/_src/tree_util.py:399\u001b[39m, in \u001b[36mtree_map\u001b[39m\u001b[34m(f, tree, is_leaf, *rest)\u001b[39m\n\u001b[32m 397\u001b[39m err = \u001b[38;5;28mnext\u001b[39m(_prefix_error((), tree, r2, is_leaf), \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[32m 398\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m (err(\u001b[33m'\u001b[39m\u001b[33mtree_map tree\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m err \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m e) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m399\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mtreedef\u001b[49m\u001b[43m.\u001b[49m\u001b[43munflatten\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43mxs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mxs\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43mzip\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43mall_leaves\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/jax/_src/tree_util.py:399\u001b[39m, in \u001b[36m\u001b[39m\u001b[34m(.0)\u001b[39m\n\u001b[32m 397\u001b[39m err = \u001b[38;5;28mnext\u001b[39m(_prefix_error((), tree, r2, is_leaf), \u001b[38;5;28;01mNone\u001b[39;00m) \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[32m 398\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m (err(\u001b[33m'\u001b[39m\u001b[33mtree_map tree\u001b[39m\u001b[33m'\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m err \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m e) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m399\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m treedef.unflatten(\u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43m*\u001b[49m\u001b[43mxs\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m xs \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(*all_leaves))\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/transform/_make_jaxpr.py:138\u001b[39m, in \u001b[36m_check_input_ouput\u001b[39m\u001b[34m(x)\u001b[39m\n\u001b[32m 136\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_check_input_ouput\u001b[39m(x):\n\u001b[32m 137\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(x, State):\n\u001b[32m--> \u001b[39m\u001b[32m138\u001b[39m \u001b[43mx\u001b[49m\u001b[43m.\u001b[49m\u001b[43mraise_error_with_source_info\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 139\u001b[39m \u001b[43m \u001b[49m\u001b[38;5;167;43;01mValueError\u001b[39;49;00m\u001b[43m(\u001b[49m\n\u001b[32m 140\u001b[39m \u001b[43m \u001b[49m\u001b[33;43m'\u001b[39;49m\u001b[33;43mInputs/outputs for brainstate transformations cannot be an instance of State. \u001b[39;49m\u001b[33;43m'\u001b[39;49m\n\u001b[32m 141\u001b[39m \u001b[43m \u001b[49m\u001b[33;43mf\u001b[39;49m\u001b[33;43m'\u001b[39;49m\u001b[33;43mBut we got \u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mx\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[33;43m'\u001b[39;49m\n\u001b[32m 142\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 143\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/miniconda3/lib/python3.13/site-packages/brainstate/_state.py:692\u001b[39m, in \u001b[36mState.raise_error_with_source_info\u001b[39m\u001b[34m(self, error)\u001b[39m\n\u001b[32m 690\u001b[39m name_stack = source_info_util.current_name_stack() + \u001b[38;5;28mself\u001b[39m.source_info.name_stack\n\u001b[32m 691\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m source_info_util.user_context(\u001b[38;5;28mself\u001b[39m.source_info.traceback, name_stack=name_stack):\n\u001b[32m--> \u001b[39m\u001b[32m692\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m error\n", + "\u001b[31mValueError\u001b[39m: Inputs/outputs for brainstate transformations cannot be an instance of State. But we got [1.]" ] } ], - "execution_count": 3 + "source": [ + "f(a, b)\n", + "\n", + "try:\n", + " assert bm.allclose(a, b)\n", + " print('a equals to b.')\n", + "except:\n", + " print('a is not equal to b.')" + ] }, { "cell_type": "code", @@ -168,13 +187,23 @@ "end_time": "2025-10-06T03:58:53.742215500Z", "start_time": "2023-06-20T12:45:56.284488800Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.774029Z", + "iopub.status.busy": "2026-06-19T06:11:02.773902Z", + "iopub.status.idle": "2026-06-19T06:11:02.777314Z", + "shell.execute_reply": "2026-06-19T06:11:02.776589Z" + } }, "outputs": [ { "data": { "text/plain": [ - "Variable(value=Array([1.]), dtype=float32)" + "Variable(\n", + " value=ShapedArray(float32[1]),\n", + " _batch_axis=None,\n", + " axis_names=None\n", + ")" ] }, "execution_count": 4, @@ -205,7 +234,13 @@ "end_time": "2025-10-06T03:58:53.742215500Z", "start_time": "2023-06-20T12:45:56.315633300Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.779088Z", + "iopub.status.busy": "2026-06-19T06:11:02.778968Z", + "iopub.status.idle": "2026-06-19T06:11:02.782441Z", + "shell.execute_reply": "2026-06-19T06:11:02.781622Z" + } }, "outputs": [], "source": [ @@ -214,7 +249,7 @@ " a.value = b\n", "\n", "a = bm.Variable(bm.ones(1))\n", - "b = bm.Variable(bm.ones(1) * 10)\n", + "b = bm.ones(1) * 10\n", "\n" ] }, @@ -226,13 +261,23 @@ "end_time": "2025-10-06T03:58:53.742215500Z", "start_time": "2023-06-20T12:45:56.315633300Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.783881Z", + "iopub.status.busy": "2026-06-19T06:11:02.783757Z", + "iopub.status.idle": "2026-06-19T06:11:02.795749Z", + "shell.execute_reply": "2026-06-19T06:11:02.794878Z" + } }, "outputs": [ { "data": { "text/plain": [ - "Variable(value=Array([10.]), dtype=float32)" + "Variable(\n", + " value=ShapedArray(float32[1]),\n", + " _batch_axis=None,\n", + " axis_names=None\n", + ")" ] }, "execution_count": 6, @@ -274,7 +319,13 @@ "end_time": "2025-10-06T03:58:53.742215500Z", "start_time": "2023-06-20T12:45:56.331360700Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.797776Z", + "iopub.status.busy": "2026-06-19T06:11:02.797619Z", + "iopub.status.idle": "2026-06-19T06:11:02.801815Z", + "shell.execute_reply": "2026-06-19T06:11:02.801154Z" + } }, "outputs": [], "source": [ @@ -306,15 +357,19 @@ "end_time": "2025-10-06T03:58:53.742215500Z", "start_time": "2023-06-20T12:45:56.348765200Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.803488Z", + "iopub.status.busy": "2026-06-19T06:11:02.803355Z", + "iopub.status.idle": "2026-06-19T06:11:02.817582Z", + "shell.execute_reply": "2026-06-19T06:11:02.816803Z" + } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "calling g ...\n", - "calling f ...\n", "calling g ...\n", "calling f ...\n" ] @@ -362,7 +417,13 @@ "end_time": "2025-10-06T03:58:53.746247900Z", "start_time": "2023-06-20T12:45:56.366624400Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.819282Z", + "iopub.status.busy": "2026-06-19T06:11:02.819146Z", + "iopub.status.idle": "2026-06-19T06:11:02.821915Z", + "shell.execute_reply": "2026-06-19T06:11:02.821201Z" + } }, "outputs": [], "source": [ @@ -382,7 +443,13 @@ "end_time": "2025-10-06T03:58:53.746247900Z", "start_time": "2023-06-20T12:45:56.381731800Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.823964Z", + "iopub.status.busy": "2026-06-19T06:11:02.823836Z", + "iopub.status.idle": "2026-06-19T06:11:02.834928Z", + "shell.execute_reply": "2026-06-19T06:11:02.834343Z" + } }, "outputs": [ { @@ -417,13 +484,19 @@ "end_time": "2025-10-06T03:58:53.746247900Z", "start_time": "2023-06-20T12:45:56.397486Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:11:02.837500Z", + "iopub.status.busy": "2026-06-19T06:11:02.837243Z", + "iopub.status.idle": "2026-06-19T06:11:02.841285Z", + "shell.execute_reply": "2026-06-19T06:11:02.840336Z" + } }, "outputs": [ { "data": { "text/plain": [ - "[2]" + "[1]" ] }, "execution_count": 11, @@ -445,14 +518,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_advanced/interoperation.ipynb b/docs/tutorial_advanced/interoperation.ipynb index ae989d766..dd2195ba2 100644 --- a/docs/tutorial_advanced/interoperation.ipynb +++ b/docs/tutorial_advanced/interoperation.ipynb @@ -75,10 +75,10 @@ } }, "source": [ - "b = bm.random.randint(10, size=5)" + "b = bm.Array(bm.random.randint(10, size=5))" ], "outputs": [], - "execution_count": 3 + "execution_count": null }, { "cell_type": "code", @@ -92,20 +92,8 @@ "# Array.value is a JAX's DeviceArray\n", "b.value" ], - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'jaxlib._jax.ArrayImpl' object has no attribute 'value'", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mAttributeError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[4]\u001B[39m\u001B[32m, line 2\u001B[39m\n\u001B[32m 1\u001B[39m \u001B[38;5;66;03m# Array.value is a JAX's DeviceArray\u001B[39;00m\n\u001B[32m----> \u001B[39m\u001B[32m2\u001B[39m b.value\n", - "\u001B[31mAttributeError\u001B[39m: 'jaxlib._jax.ArrayImpl' object has no attribute 'value'" - ] - } - ], - "execution_count": 4 + "outputs": [], + "execution_count": null }, { "cell_type": "markdown", diff --git a/docs/tutorial_math/Dedicated_Operators.ipynb b/docs/tutorial_math/Dedicated_Operators.ipynb index e0b22c10b..308630fc2 100644 --- a/docs/tutorial_math/Dedicated_Operators.ipynb +++ b/docs/tutorial_math/Dedicated_Operators.ipynb @@ -55,21 +55,27 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "9c25d255", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:00:43.892729Z", "start_time": "2025-10-06T04:00:39.249483Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:28.254168Z", + "iopub.status.busy": "2026-06-19T06:02:28.253955Z", + "iopub.status.idle": "2026-06-19T06:02:36.209744Z", + "shell.execute_reply": "2026-06-19T06:02:36.208892Z" } }, + "outputs": [], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -93,19 +99,20 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "4de2e835", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:00:43.936726Z", "start_time": "2025-10-06T04:00:43.897790Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:36.212400Z", + "iopub.status.busy": "2026-06-19T06:02:36.212112Z", + "iopub.status.idle": "2026-06-19T06:02:36.253524Z", + "shell.execute_reply": "2026-06-19T06:02:36.252575Z" } }, - "source": [ - "conn_mat = bm.array([[0, 0, 1, 2, 3], \n", - " [4, 0, 5, 0, 6], \n", - " [0, 7, 0, 0, 0]]).astype(float)\n", - "conn_mat" - ], "outputs": [ { "data": { @@ -120,7 +127,12 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "conn_mat = bm.array([[0, 0, 1, 2, 3], \n", + " [4, 0, 5, 0, 6], \n", + " [0, 7, 0, 0, 0]]).astype(float)\n", + "conn_mat" + ] }, { "cell_type": "markdown", @@ -136,18 +148,20 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "23a29d52", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:00:43.982378Z", "start_time": "2025-10-06T04:00:43.939350Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:36.255677Z", + "iopub.status.busy": "2026-06-19T06:02:36.255513Z", + "iopub.status.idle": "2026-06-19T06:02:36.286711Z", + "shell.execute_reply": "2026-06-19T06:02:36.285837Z" } }, - "source": [ - "pre_activity = bm.array([2., 1., 3.])\n", - "\n", - "bm.matmul(pre_activity, conn_mat)" - ], "outputs": [ { "data": { @@ -160,7 +174,11 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "pre_activity = bm.array([2., 1., 3.])\n", + "\n", + "bm.matmul(pre_activity, conn_mat)" + ] }, { "cell_type": "markdown", @@ -174,32 +192,21 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "bed675e1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:01:41.535399Z", "start_time": "2025-10-06T04:01:40.698492Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:36.288948Z", + "iopub.status.busy": "2026-06-19T06:02:36.288784Z", + "iopub.status.idle": "2026-06-19T06:02:37.428781Z", + "shell.execute_reply": "2026-06-19T06:02:37.427381Z" } }, - "source": [ - "data = conn_mat[bm.as_numpy(bm.nonzero(conn_mat))]\n", - "\n", - "# difine a connection from a connection matrix by brainpy.conn.Matconn \n", - "connection = bp.conn.MatConn(conn_mat)\n", - "# obtain these properties by .require('pre2post')\n", - "indices, indptr = connection(conn_mat.shape[0], conn_mat.shape[1]).require('pre2post')\n", - "\n", - "data, indices, indptr" - ], "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\ops\\scatter.py:108: FutureWarning: scatter inputs have incompatible types: cannot safely cast value from dtype=int32 to dtype=uint32 with jax_numpy_dtype_promotion='standard'. In future JAX releases this will result in an error.\n", - " warnings.warn(\n" - ] - }, { "data": { "text/plain": [ @@ -222,12 +229,21 @@ " Array([0, 3, 6, 7], dtype=int32))" ] }, - "execution_count": 6, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "data = conn_mat[bm.as_numpy(bm.nonzero(conn_mat))]\n", + "\n", + "# difine a connection from a connection matrix by brainpy.conn.Matconn \n", + "connection = bp.conn.MatConn(conn_mat)\n", + "# obtain these properties by .require('pre2post')\n", + "indices, indptr = connection(conn_mat.shape[0], conn_mat.shape[1]).require('pre2post')\n", + "\n", + "data, indices, indptr" + ] }, { "cell_type": "markdown", @@ -239,86 +255,85 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "ce6fd5b0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:01:49.001126Z", "start_time": "2025-10-06T04:01:43.983999Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:37.430817Z", + "iopub.status.busy": "2026-06-19T06:02:37.430654Z", + "iopub.status.idle": "2026-06-19T06:02:37.575322Z", + "shell.execute_reply": "2026-06-19T06:02:37.574561Z" } }, - "source": [ - "bm.sparse.csrmv(data, indices=indices, indptr=indptr, vector=pre_activity, \n", - " shape=conn_mat.shape, transpose=True)" - ], "outputs": [ { - "ename": "TypingError", - "evalue": "Failed in nopython mode pipeline (step: nopython frontend)\n\u001B[1m\u001B[1m\u001B[1m\u001B[1m\u001B[1mFailed in nopython mode pipeline (step: nopython frontend)\n\u001B[1m\u001B[1m\u001B[1mNo implementation of function Function() found for signature:\n \n >>> iadd(float32, array(float32, 2d, C))\n \nThere are 18 candidate implementations:\n\u001B[1m - Of which 16 did not match due to:\n Overload of function 'iadd': File: : Line N/A.\n With argument(s): '(float32, array(float32, 2d, C))':\u001B[0m\n\u001B[1m No match.\u001B[0m\n\u001B[1m - Of which 2 did not match due to:\n Operator Overload in function 'iadd': File: unknown: Line unknown.\n With argument(s): '(float32, array(float32, 2d, C))':\u001B[0m\n\u001B[1m No match for registered cases:\n * (int64, int64) -> int64\n * (int64, uint64) -> int64\n * (uint64, int64) -> int64\n * (uint64, uint64) -> uint64\n * (float32, float32) -> float32\n * (float64, float64) -> float64\n * (complex64, complex64) -> complex64\n * (complex128, complex128) -> complex128\u001B[0m\n\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of intrinsic-call at C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py (105)\u001B[0m\n\u001B[1m\nFile \"C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py\", line 105:\u001B[0m\n\u001B[1m def mv(weights, indices, indptr, vector, _, posts):\n \n for j in range(indptr[i], indptr[i + 1]):\n\u001B[1m posts[indices[j]] += weights[j] * sp\n\u001B[0m \u001B[1m^\u001B[0m\u001B[0m\n\n\u001B[0m\u001B[1mDuring: Pass nopython_type_inference\u001B[0m\n\u001B[0m\u001B[1mDuring: resolving callee type: type(CPUDispatcher(.mv at 0x0000027093F46FC0>))\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of call at (8)\n\u001B[0m\n\u001B[0m\u001B[1mDuring: resolving callee type: type(CPUDispatcher(.mv at 0x0000027093F46FC0>))\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of call at (8)\n\u001B[0m\n\u001B[1m\nFile \"D:\\codes\\projects\\BrainPy\\docs_version2\\tutorial_math\", line 8:\u001B[0m\n\u001B[1m\u001B[0m\n\n\u001B[0m\u001B[1mDuring: Pass nopython_type_inference\u001B[0m", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mJaxStackTraceBeforeTransformation\u001B[39m Traceback (most recent call last)", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\runpy.py:198\u001B[39m, in \u001B[36m_run_module_as_main\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 197\u001B[39m sys.argv[\u001B[32m0\u001B[39m] = mod_spec.origin\n\u001B[32m--> \u001B[39m\u001B[32m198\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m _run_code(code, main_globals, \u001B[38;5;28;01mNone\u001B[39;00m,\n\u001B[32m 199\u001B[39m \u001B[33m\"\u001B[39m\u001B[33m__main__\u001B[39m\u001B[33m\"\u001B[39m, mod_spec)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\runpy.py:88\u001B[39m, in \u001B[36m_run_code\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 81\u001B[39m run_globals.update(\u001B[34m__name__\u001B[39m = mod_name,\n\u001B[32m 82\u001B[39m \u001B[34m__file__\u001B[39m = fname,\n\u001B[32m 83\u001B[39m __cached__ = cached,\n\u001B[32m (...)\u001B[39m\u001B[32m 86\u001B[39m __package__ = pkg_name,\n\u001B[32m 87\u001B[39m __spec__ = mod_spec)\n\u001B[32m---> \u001B[39m\u001B[32m88\u001B[39m exec(code, run_globals)\n\u001B[32m 89\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m run_globals\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel_launcher.py:18\u001B[39m\n\u001B[32m 16\u001B[39m \u001B[38;5;28;01mfrom\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34;01mipykernel\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[38;5;28;01mimport\u001B[39;00m kernelapp \u001B[38;5;28;01mas\u001B[39;00m app\n\u001B[32m---> \u001B[39m\u001B[32m18\u001B[39m app.launch_new_instance()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\traitlets\\config\\application.py:1075\u001B[39m, in \u001B[36mlaunch_instance\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 1074\u001B[39m app.initialize(argv)\n\u001B[32m-> \u001B[39m\u001B[32m1075\u001B[39m app.start()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelapp.py:739\u001B[39m, in \u001B[36mstart\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 738\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m739\u001B[39m \u001B[38;5;28mself\u001B[39m.io_loop.start()\n\u001B[32m 740\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mKeyboardInterrupt\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\tornado\\platform\\asyncio.py:205\u001B[39m, in \u001B[36mstart\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 204\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mstart\u001B[39m(\u001B[38;5;28mself\u001B[39m) -> \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m205\u001B[39m \u001B[38;5;28mself\u001B[39m.asyncio_loop.run_forever()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\asyncio\\base_events.py:640\u001B[39m, in \u001B[36mrun_forever\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 639\u001B[39m \u001B[38;5;28;01mwhile\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m640\u001B[39m \u001B[38;5;28mself\u001B[39m._run_once()\n\u001B[32m 641\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m._stopping:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\asyncio\\base_events.py:1992\u001B[39m, in \u001B[36m_run_once\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 1991\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m1992\u001B[39m handle._run()\n\u001B[32m 1993\u001B[39m handle = \u001B[38;5;28;01mNone\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\asyncio\\events.py:88\u001B[39m, in \u001B[36m_run\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 87\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m---> \u001B[39m\u001B[32m88\u001B[39m \u001B[38;5;28mself\u001B[39m._context.run(\u001B[38;5;28mself\u001B[39m._callback, *\u001B[38;5;28mself\u001B[39m._args)\n\u001B[32m 89\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m (\u001B[38;5;167;01mSystemExit\u001B[39;00m, \u001B[38;5;167;01mKeyboardInterrupt\u001B[39;00m):\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:545\u001B[39m, in \u001B[36mdispatch_queue\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 544\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m545\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28mself\u001B[39m.process_one()\n\u001B[32m 546\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:534\u001B[39m, in \u001B[36mprocess_one\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 533\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m534\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m dispatch(*args)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:437\u001B[39m, in \u001B[36mdispatch_shell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 436\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m inspect.isawaitable(result):\n\u001B[32m--> \u001B[39m\u001B[32m437\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m result\n\u001B[32m 438\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mException\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\ipkernel.py:362\u001B[39m, in \u001B[36mexecute_request\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 361\u001B[39m \u001B[38;5;28mself\u001B[39m._associate_new_top_level_threads_with(parent_header)\n\u001B[32m--> \u001B[39m\u001B[32m362\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28msuper\u001B[39m().execute_request(stream, ident, parent)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\kernelbase.py:778\u001B[39m, in \u001B[36mexecute_request\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 777\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m inspect.isawaitable(reply_content):\n\u001B[32m--> \u001B[39m\u001B[32m778\u001B[39m reply_content = \u001B[38;5;28;01mawait\u001B[39;00m reply_content\n\u001B[32m 780\u001B[39m \u001B[38;5;66;03m# Flush output before sending the reply.\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\ipkernel.py:449\u001B[39m, in \u001B[36mdo_execute\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 448\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m accepts_params[\u001B[33m\"\u001B[39m\u001B[33mcell_id\u001B[39m\u001B[33m\"\u001B[39m]:\n\u001B[32m--> \u001B[39m\u001B[32m449\u001B[39m res = shell.run_cell(\n\u001B[32m 450\u001B[39m code,\n\u001B[32m 451\u001B[39m store_history=store_history,\n\u001B[32m 452\u001B[39m silent=silent,\n\u001B[32m 453\u001B[39m cell_id=cell_id,\n\u001B[32m 454\u001B[39m )\n\u001B[32m 455\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\ipykernel\\zmqshell.py:549\u001B[39m, in \u001B[36mrun_cell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 548\u001B[39m \u001B[38;5;28mself\u001B[39m._last_traceback = \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m549\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28msuper\u001B[39m().run_cell(*args, **kwargs)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3116\u001B[39m, in \u001B[36mrun_cell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3115\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m3116\u001B[39m result = \u001B[38;5;28mself\u001B[39m._run_cell(\n\u001B[32m 3117\u001B[39m raw_cell, store_history, silent, shell_futures, cell_id\n\u001B[32m 3118\u001B[39m )\n\u001B[32m 3119\u001B[39m \u001B[38;5;28;01mfinally\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3171\u001B[39m, in \u001B[36m_run_cell\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3170\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m3171\u001B[39m result = runner(coro)\n\u001B[32m 3172\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mBaseException\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m e:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\async_helpers.py:128\u001B[39m, in \u001B[36m_pseudo_sync_runner\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 127\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m128\u001B[39m coro.send(\u001B[38;5;28;01mNone\u001B[39;00m)\n\u001B[32m 129\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mStopIteration\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m exc:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3394\u001B[39m, in \u001B[36mrun_cell_async\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3391\u001B[39m interactivity = \u001B[33m\"\u001B[39m\u001B[33mnone\u001B[39m\u001B[33m\"\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m silent \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;28mself\u001B[39m.ast_node_interactivity\n\u001B[32m-> \u001B[39m\u001B[32m3394\u001B[39m has_raised = \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28mself\u001B[39m.run_ast_nodes(code_ast.body, cell_name,\n\u001B[32m 3395\u001B[39m interactivity=interactivity, compiler=compiler, result=result)\n\u001B[32m 3397\u001B[39m \u001B[38;5;28mself\u001B[39m.last_execution_succeeded = \u001B[38;5;129;01mnot\u001B[39;00m has_raised\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3639\u001B[39m, in \u001B[36mrun_ast_nodes\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3638\u001B[39m asy = compare(code)\n\u001B[32m-> \u001B[39m\u001B[32m3639\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28;01mawait\u001B[39;00m \u001B[38;5;28mself\u001B[39m.run_code(code, result, async_=asy):\n\u001B[32m 3640\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;01mTrue\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\IPython\\core\\interactiveshell.py:3699\u001B[39m, in \u001B[36mrun_code\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 3698\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m3699\u001B[39m exec(code_obj, \u001B[38;5;28mself\u001B[39m.user_global_ns, \u001B[38;5;28mself\u001B[39m.user_ns)\n\u001B[32m 3700\u001B[39m \u001B[38;5;28;01mfinally\u001B[39;00m:\n\u001B[32m 3701\u001B[39m \u001B[38;5;66;03m# Reset our crash handler in place\u001B[39;00m\n", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[7]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m bm.sparse.csrmv(data, indices=indices, indptr=indptr, vector=pre_activity, \n\u001B[32m 2\u001B[39m shape=conn_mat.shape, transpose=\u001B[38;5;28;01mTrue\u001B[39;00m)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\math\\sparse\\csr_mv.py:72\u001B[39m, in \u001B[36mcsrmv\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 71\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m transpose:\n\u001B[32m---> \u001B[39m\u001B[32m72\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m vector @ csr\n\u001B[32m 73\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr.py:588\u001B[39m, in \u001B[36m__rmatmul__\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 587\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m other.ndim == \u001B[32m1\u001B[39m:\n\u001B[32m--> \u001B[39m\u001B[32m588\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m csr_matvec(\n\u001B[32m 589\u001B[39m data,\n\u001B[32m 590\u001B[39m \u001B[38;5;28mself\u001B[39m.indices,\n\u001B[32m 591\u001B[39m \u001B[38;5;28mself\u001B[39m.indptr,\n\u001B[32m 592\u001B[39m other,\n\u001B[32m 593\u001B[39m shape=\u001B[38;5;28mself\u001B[39m.shape,\n\u001B[32m 594\u001B[39m transpose=\u001B[38;5;28;01mTrue\u001B[39;00m\n\u001B[32m 595\u001B[39m )\n\u001B[32m 596\u001B[39m \u001B[38;5;28;01melif\u001B[39;00m other.ndim == \u001B[32m2\u001B[39m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py:64\u001B[39m, in \u001B[36mcsr_matvec\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 63\u001B[39m v, unitv = u.split_mantissa_unit(v)\n\u001B[32m---> \u001B[39m\u001B[32m64\u001B[39m res = csrmv_p_call(data, indices, indptr, v, shape=shape, transpose=transpose)[\u001B[32m0\u001B[39m]\n\u001B[32m 65\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m u.maybe_decimal(res * unitd * unitv)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py:523\u001B[39m, in \u001B[36mcsrmv_p_call\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 518\u001B[39m out_info = (\n\u001B[32m 519\u001B[39m jax.ShapeDtypeStruct([shape[\u001B[32m1\u001B[39m]], weights.dtype)\n\u001B[32m 520\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m transpose \u001B[38;5;28;01melse\u001B[39;00m\n\u001B[32m 521\u001B[39m jax.ShapeDtypeStruct([shape[\u001B[32m0\u001B[39m]], weights.dtype)\n\u001B[32m 522\u001B[39m )\n\u001B[32m--> \u001B[39m\u001B[32m523\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m csrmv_p(\n\u001B[32m 524\u001B[39m weights,\n\u001B[32m 525\u001B[39m indices,\n\u001B[32m 526\u001B[39m indptr,\n\u001B[32m 527\u001B[39m vector,\n\u001B[32m 528\u001B[39m jnp.zeros(out_info.shape, out_info.dtype),\n\u001B[32m 529\u001B[39m outs=[out_info],\n\u001B[32m 530\u001B[39m shape=shape,\n\u001B[32m 531\u001B[39m transpose=transpose,\n\u001B[32m 532\u001B[39m indices_info=jax.ShapeDtypeStruct(indices.shape, indices.dtype),\n\u001B[32m 533\u001B[39m indptr_info=jax.ShapeDtypeStruct(indptr.shape, indptr.dtype),\n\u001B[32m 534\u001B[39m weight_info=jax.ShapeDtypeStruct(weights.shape, weights.dtype),\n\u001B[32m 535\u001B[39m vector_info=jax.ShapeDtypeStruct(vector.shape, vector.dtype),\n\u001B[32m 536\u001B[39m )\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_xla_custom_op.py:359\u001B[39m, in \u001B[36m__call__\u001B[39m\u001B[34m()\u001B[39m\n\u001B[32m 358\u001B[39m outs, tree_def = jax.tree.flatten(outs)\n\u001B[32m--> \u001B[39m\u001B[32m359\u001B[39m r = \u001B[38;5;28mself\u001B[39m.primitive.bind(\n\u001B[32m 360\u001B[39m *ins,\n\u001B[32m 361\u001B[39m **kwargs,\n\u001B[32m 362\u001B[39m outs=\u001B[38;5;28mtuple\u001B[39m(outs),\n\u001B[32m 363\u001B[39m )\n\u001B[32m 364\u001B[39m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28mlen\u001B[39m(r) == \u001B[38;5;28mlen\u001B[39m(outs), \u001B[33m'\u001B[39m\u001B[33mThe number of outputs does not match the expected.\u001B[39m\u001B[33m'\u001B[39m\n", - "\u001B[31mJaxStackTraceBeforeTransformation\u001B[39m: numba.core.errors.TypingError: Failed in nopython mode pipeline (step: nopython frontend)\n\u001B[1m\u001B[1m\u001B[1m\u001B[1m\u001B[1mFailed in nopython mode pipeline (step: nopython frontend)\n\u001B[1m\u001B[1m\u001B[1mNo implementation of function Function() found for signature:\n \n >>> iadd(float32, array(float32, 2d, C))\n \nThere are 18 candidate implementations:\n\u001B[1m - Of which 16 did not match due to:\n Overload of function 'iadd': File: : Line N/A.\n With argument(s): '(float32, array(float32, 2d, C))':\u001B[0m\n\u001B[1m No match.\u001B[0m\n\u001B[1m - Of which 2 did not match due to:\n Operator Overload in function 'iadd': File: unknown: Line unknown.\n With argument(s): '(float32, array(float32, 2d, C))':\u001B[0m\n\u001B[1m No match for registered cases:\n * (int64, int64) -> int64\n * (int64, uint64) -> int64\n * (uint64, int64) -> int64\n * (uint64, uint64) -> uint64\n * (float32, float32) -> float32\n * (float64, float64) -> float64\n * (complex64, complex64) -> complex64\n * (complex128, complex128) -> complex128\u001B[0m\n\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of intrinsic-call at C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py (105)\u001B[0m\n\u001B[1m\nFile \"C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py\", line 105:\u001B[0m\n\u001B[1m def mv(weights, indices, indptr, vector, _, posts):\n \n for j in range(indptr[i], indptr[i + 1]):\n\u001B[1m posts[indices[j]] += weights[j] * sp\n\u001B[0m \u001B[1m^\u001B[0m\u001B[0m\n\n\u001B[0m\u001B[1mDuring: Pass nopython_type_inference\u001B[0m\n\u001B[0m\u001B[1mDuring: resolving callee type: type(CPUDispatcher(.mv at 0x0000027093F46FC0>))\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of call at (8)\n\u001B[0m\n\u001B[0m\u001B[1mDuring: resolving callee type: type(CPUDispatcher(.mv at 0x0000027093F46FC0>))\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of call at (8)\n\u001B[0m\n\u001B[1m\nFile \"D:\\codes\\projects\\BrainPy\\docs_version2\\tutorial_math\", line 8:\u001B[0m\n\u001B[1m\u001B[0m\n\n\u001B[0m\u001B[1mDuring: Pass nopython_type_inference\u001B[0m\n\nThe preceding stack trace is the source of the JAX operation that, once transformed by JAX, triggered the following exception.\n\n--------------------", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001B[31mTypingError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[7]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m bm.sparse.csrmv(data, indices=indices, indptr=indptr, vector=pre_activity, \n\u001B[32m 2\u001B[39m shape=conn_mat.shape, transpose=\u001B[38;5;28;01mTrue\u001B[39;00m)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\math\\sparse\\csr_mv.py:72\u001B[39m, in \u001B[36mcsrmv\u001B[39m\u001B[34m(data, indices, indptr, vector, shape, transpose)\u001B[39m\n\u001B[32m 70\u001B[39m csr = brainevent.CSR((data, indices, indptr), shape=shape)\n\u001B[32m 71\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m transpose:\n\u001B[32m---> \u001B[39m\u001B[32m72\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m vector @ csr\n\u001B[32m 73\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 74\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m csr @ vector\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr.py:588\u001B[39m, in \u001B[36mCSR.__rmatmul__\u001B[39m\u001B[34m(self, other)\u001B[39m\n\u001B[32m 586\u001B[39m data, other = u.math.promote_dtypes(\u001B[38;5;28mself\u001B[39m.data, other)\n\u001B[32m 587\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m other.ndim == \u001B[32m1\u001B[39m:\n\u001B[32m--> \u001B[39m\u001B[32m588\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m csr_matvec(\n\u001B[32m 589\u001B[39m data,\n\u001B[32m 590\u001B[39m \u001B[38;5;28mself\u001B[39m.indices,\n\u001B[32m 591\u001B[39m \u001B[38;5;28mself\u001B[39m.indptr,\n\u001B[32m 592\u001B[39m other,\n\u001B[32m 593\u001B[39m shape=\u001B[38;5;28mself\u001B[39m.shape,\n\u001B[32m 594\u001B[39m transpose=\u001B[38;5;28;01mTrue\u001B[39;00m\n\u001B[32m 595\u001B[39m )\n\u001B[32m 596\u001B[39m \u001B[38;5;28;01melif\u001B[39;00m other.ndim == \u001B[32m2\u001B[39m:\n\u001B[32m 597\u001B[39m other = other.T\n", - " \u001B[31m[... skipping hidden 16 frame]\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_xla_custom_op_numba.py:235\u001B[39m, in \u001B[36m_numba_mlir_cpu_translation_rule\u001B[39m\u001B[34m(kernel_generator, debug, ctx, *ins, **kwargs)\u001B[39m\n\u001B[32m 232\u001B[39m new_f = code_scope[\u001B[33m'\u001B[39m\u001B[33mnumba_cpu_custom_call_target\u001B[39m\u001B[33m'\u001B[39m]\n\u001B[32m 234\u001B[39m \u001B[38;5;66;03m# register\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m235\u001B[39m xla_c_rule = cfunc(sig)(new_f)\n\u001B[32m 236\u001B[39m target_name = \u001B[33mf\u001B[39m\u001B[33m'\u001B[39m\u001B[33mbrainevent_numba_call_\u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mstr\u001B[39m(xla_c_rule.address)\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m'\u001B[39m\n\u001B[32m 238\u001B[39m PyCapsule_Destructor = ctypes.CFUNCTYPE(\u001B[38;5;28;01mNone\u001B[39;00m, ctypes.py_object)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\decorators.py:275\u001B[39m, in \u001B[36mcfunc..wrapper\u001B[39m\u001B[34m(func)\u001B[39m\n\u001B[32m 273\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m cache:\n\u001B[32m 274\u001B[39m res.enable_caching()\n\u001B[32m--> \u001B[39m\u001B[32m275\u001B[39m res.compile()\n\u001B[32m 276\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m res\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler_lock.py:35\u001B[39m, in \u001B[36m_CompilerLock.__call__.._acquire_compile_lock\u001B[39m\u001B[34m(*args, **kwargs)\u001B[39m\n\u001B[32m 32\u001B[39m \u001B[38;5;129m@functools\u001B[39m.wraps(func)\n\u001B[32m 33\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m_acquire_compile_lock\u001B[39m(*args, **kwargs):\n\u001B[32m 34\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m \u001B[38;5;28mself\u001B[39m:\n\u001B[32m---> \u001B[39m\u001B[32m35\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m func(*args, **kwargs)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\ccallback.py:68\u001B[39m, in \u001B[36mCFunc.compile\u001B[39m\u001B[34m(self)\u001B[39m\n\u001B[32m 65\u001B[39m cres = \u001B[38;5;28mself\u001B[39m._cache.load_overload(\u001B[38;5;28mself\u001B[39m._sig,\n\u001B[32m 66\u001B[39m \u001B[38;5;28mself\u001B[39m._targetdescr.target_context)\n\u001B[32m 67\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m cres \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m---> \u001B[39m\u001B[32m68\u001B[39m cres = \u001B[38;5;28mself\u001B[39m._compile_uncached()\n\u001B[32m 69\u001B[39m \u001B[38;5;28mself\u001B[39m._cache.save_overload(\u001B[38;5;28mself\u001B[39m._sig, cres)\n\u001B[32m 70\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\ccallback.py:82\u001B[39m, in \u001B[36mCFunc._compile_uncached\u001B[39m\u001B[34m(self)\u001B[39m\n\u001B[32m 79\u001B[39m sig = \u001B[38;5;28mself\u001B[39m._sig\n\u001B[32m 81\u001B[39m \u001B[38;5;66;03m# Compile native function as well as cfunc wrapper\u001B[39;00m\n\u001B[32m---> \u001B[39m\u001B[32m82\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m._compiler.compile(sig.args, sig.return_type)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\dispatcher.py:84\u001B[39m, in \u001B[36m_FunctionCompiler.compile\u001B[39m\u001B[34m(self, args, return_type)\u001B[39m\n\u001B[32m 82\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m retval\n\u001B[32m 83\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m---> \u001B[39m\u001B[32m84\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m retval\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\dispatcher.py:94\u001B[39m, in \u001B[36m_FunctionCompiler._compile_cached\u001B[39m\u001B[34m(self, args, return_type)\u001B[39m\n\u001B[32m 91\u001B[39m \u001B[38;5;28;01mpass\u001B[39;00m\n\u001B[32m 93\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m---> \u001B[39m\u001B[32m94\u001B[39m retval = \u001B[38;5;28mself\u001B[39m._compile_core(args, return_type)\n\u001B[32m 95\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m errors.TypingError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[32m 96\u001B[39m \u001B[38;5;28mself\u001B[39m._failed_cache[key] = e\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\dispatcher.py:107\u001B[39m, in \u001B[36m_FunctionCompiler._compile_core\u001B[39m\u001B[34m(self, args, return_type)\u001B[39m\n\u001B[32m 104\u001B[39m flags = \u001B[38;5;28mself\u001B[39m._customize_flags(flags)\n\u001B[32m 106\u001B[39m impl = \u001B[38;5;28mself\u001B[39m._get_implementation(args, {})\n\u001B[32m--> \u001B[39m\u001B[32m107\u001B[39m cres = compiler.compile_extra(\u001B[38;5;28mself\u001B[39m.targetdescr.typing_context,\n\u001B[32m 108\u001B[39m \u001B[38;5;28mself\u001B[39m.targetdescr.target_context,\n\u001B[32m 109\u001B[39m impl,\n\u001B[32m 110\u001B[39m args=args, return_type=return_type,\n\u001B[32m 111\u001B[39m flags=flags, \u001B[38;5;28mlocals\u001B[39m=\u001B[38;5;28mself\u001B[39m.locals,\n\u001B[32m 112\u001B[39m pipeline_class=\u001B[38;5;28mself\u001B[39m.pipeline_class)\n\u001B[32m 113\u001B[39m \u001B[38;5;66;03m# Check typing error if object mode is used\u001B[39;00m\n\u001B[32m 114\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m cres.typing_error \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \u001B[38;5;129;01mand\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m flags.enable_pyobject:\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler.py:739\u001B[39m, in \u001B[36mcompile_extra\u001B[39m\u001B[34m(typingctx, targetctx, func, args, return_type, flags, locals, library, pipeline_class)\u001B[39m\n\u001B[32m 715\u001B[39m \u001B[38;5;250m\u001B[39m\u001B[33;03m\"\"\"Compiler entry point\u001B[39;00m\n\u001B[32m 716\u001B[39m \n\u001B[32m 717\u001B[39m \u001B[33;03mParameter\u001B[39;00m\n\u001B[32m (...)\u001B[39m\u001B[32m 735\u001B[39m \u001B[33;03m compiler pipeline\u001B[39;00m\n\u001B[32m 736\u001B[39m \u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 737\u001B[39m pipeline = pipeline_class(typingctx, targetctx, library,\n\u001B[32m 738\u001B[39m args, return_type, flags, \u001B[38;5;28mlocals\u001B[39m)\n\u001B[32m--> \u001B[39m\u001B[32m739\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m pipeline.compile_extra(func)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler.py:439\u001B[39m, in \u001B[36mCompilerBase.compile_extra\u001B[39m\u001B[34m(self, func)\u001B[39m\n\u001B[32m 437\u001B[39m \u001B[38;5;28mself\u001B[39m.state.lifted = ()\n\u001B[32m 438\u001B[39m \u001B[38;5;28mself\u001B[39m.state.lifted_from = \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m439\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m._compile_bytecode()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler.py:505\u001B[39m, in \u001B[36mCompilerBase._compile_bytecode\u001B[39m\u001B[34m(self)\u001B[39m\n\u001B[32m 501\u001B[39m \u001B[38;5;250m\u001B[39m\u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 502\u001B[39m \u001B[33;03mPopulate and run pipeline for bytecode input\u001B[39;00m\n\u001B[32m 503\u001B[39m \u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 504\u001B[39m \u001B[38;5;28;01massert\u001B[39;00m \u001B[38;5;28mself\u001B[39m.state.func_ir \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m505\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m._compile_core()\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler.py:484\u001B[39m, in \u001B[36mCompilerBase._compile_core\u001B[39m\u001B[34m(self)\u001B[39m\n\u001B[32m 482\u001B[39m \u001B[38;5;28mself\u001B[39m.state.status.fail_reason = e\n\u001B[32m 483\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m is_final_pipeline:\n\u001B[32m--> \u001B[39m\u001B[32m484\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m e\n\u001B[32m 485\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 486\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m CompilerError(\u001B[33m\"\u001B[39m\u001B[33mAll available pipelines exhausted\u001B[39m\u001B[33m\"\u001B[39m)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler.py:473\u001B[39m, in \u001B[36mCompilerBase._compile_core\u001B[39m\u001B[34m(self)\u001B[39m\n\u001B[32m 471\u001B[39m res = \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[32m 472\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m--> \u001B[39m\u001B[32m473\u001B[39m pm.run(\u001B[38;5;28mself\u001B[39m.state)\n\u001B[32m 474\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m.state.cr \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m 475\u001B[39m \u001B[38;5;28;01mbreak\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler_machinery.py:367\u001B[39m, in \u001B[36mPassManager.run\u001B[39m\u001B[34m(self, state)\u001B[39m\n\u001B[32m 364\u001B[39m msg = \u001B[33m\"\u001B[39m\u001B[33mFailed in \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[33m mode pipeline (step: \u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[33m)\u001B[39m\u001B[33m\"\u001B[39m % \\\n\u001B[32m 365\u001B[39m (\u001B[38;5;28mself\u001B[39m.pipeline_name, pass_desc)\n\u001B[32m 366\u001B[39m patched_exception = \u001B[38;5;28mself\u001B[39m._patch_error(msg, e)\n\u001B[32m--> \u001B[39m\u001B[32m367\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m patched_exception\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler_machinery.py:356\u001B[39m, in \u001B[36mPassManager.run\u001B[39m\u001B[34m(self, state)\u001B[39m\n\u001B[32m 354\u001B[39m pass_inst = _pass_registry.get(pss).pass_inst\n\u001B[32m 355\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(pass_inst, CompilerPass):\n\u001B[32m--> \u001B[39m\u001B[32m356\u001B[39m \u001B[38;5;28mself\u001B[39m._runPass(idx, pass_inst, state)\n\u001B[32m 357\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 358\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mBaseException\u001B[39;00m(\u001B[33m\"\u001B[39m\u001B[33mLegacy pass in use\u001B[39m\u001B[33m\"\u001B[39m)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler_lock.py:35\u001B[39m, in \u001B[36m_CompilerLock.__call__.._acquire_compile_lock\u001B[39m\u001B[34m(*args, **kwargs)\u001B[39m\n\u001B[32m 32\u001B[39m \u001B[38;5;129m@functools\u001B[39m.wraps(func)\n\u001B[32m 33\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m_acquire_compile_lock\u001B[39m(*args, **kwargs):\n\u001B[32m 34\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m \u001B[38;5;28mself\u001B[39m:\n\u001B[32m---> \u001B[39m\u001B[32m35\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m func(*args, **kwargs)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler_machinery.py:311\u001B[39m, in \u001B[36mPassManager._runPass\u001B[39m\u001B[34m(self, index, pss, internal_state)\u001B[39m\n\u001B[32m 309\u001B[39m mutated |= check(pss.run_initialization, internal_state)\n\u001B[32m 310\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m SimpleTimer() \u001B[38;5;28;01mas\u001B[39;00m pass_time:\n\u001B[32m--> \u001B[39m\u001B[32m311\u001B[39m mutated |= check(pss.run_pass, internal_state)\n\u001B[32m 312\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m SimpleTimer() \u001B[38;5;28;01mas\u001B[39;00m finalize_time:\n\u001B[32m 313\u001B[39m mutated |= check(pss.run_finalizer, internal_state)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\compiler_machinery.py:272\u001B[39m, in \u001B[36mPassManager._runPass..check\u001B[39m\u001B[34m(func, compiler_state)\u001B[39m\n\u001B[32m 271\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mcheck\u001B[39m(func, compiler_state):\n\u001B[32m--> \u001B[39m\u001B[32m272\u001B[39m mangled = func(compiler_state)\n\u001B[32m 273\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m mangled \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;129;01min\u001B[39;00m (\u001B[38;5;28;01mTrue\u001B[39;00m, \u001B[38;5;28;01mFalse\u001B[39;00m):\n\u001B[32m 274\u001B[39m msg = (\u001B[33m\"\u001B[39m\u001B[33mCompilerPass implementations should return True/False. \u001B[39m\u001B[33m\"\u001B[39m\n\u001B[32m 275\u001B[39m \u001B[33m\"\u001B[39m\u001B[33mCompilerPass with name \u001B[39m\u001B[33m'\u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[33m'\u001B[39m\u001B[33m did not.\u001B[39m\u001B[33m\"\u001B[39m)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\typed_passes.py:112\u001B[39m, in \u001B[36mBaseTypeInference.run_pass\u001B[39m\u001B[34m(self, state)\u001B[39m\n\u001B[32m 106\u001B[39m \u001B[38;5;250m\u001B[39m\u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 107\u001B[39m \u001B[33;03mType inference and legalization\u001B[39;00m\n\u001B[32m 108\u001B[39m \u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 109\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m fallback_context(state, \u001B[33m'\u001B[39m\u001B[33mFunction \u001B[39m\u001B[33m\"\u001B[39m\u001B[38;5;132;01m%s\u001B[39;00m\u001B[33m\"\u001B[39m\u001B[33m failed type inference\u001B[39m\u001B[33m'\u001B[39m\n\u001B[32m 110\u001B[39m % (state.func_id.func_name,)):\n\u001B[32m 111\u001B[39m \u001B[38;5;66;03m# Type inference\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m112\u001B[39m typemap, return_type, calltypes, errs = type_inference_stage(\n\u001B[32m 113\u001B[39m state.typingctx,\n\u001B[32m 114\u001B[39m state.targetctx,\n\u001B[32m 115\u001B[39m state.func_ir,\n\u001B[32m 116\u001B[39m state.args,\n\u001B[32m 117\u001B[39m state.return_type,\n\u001B[32m 118\u001B[39m state.locals,\n\u001B[32m 119\u001B[39m raise_errors=\u001B[38;5;28mself\u001B[39m._raise_errors)\n\u001B[32m 120\u001B[39m state.typemap = typemap\n\u001B[32m 121\u001B[39m \u001B[38;5;66;03m# save errors in case of partial typing\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\typed_passes.py:93\u001B[39m, in \u001B[36mtype_inference_stage\u001B[39m\u001B[34m(typingctx, targetctx, interp, args, return_type, locals, raise_errors)\u001B[39m\n\u001B[32m 91\u001B[39m infer.build_constraint()\n\u001B[32m 92\u001B[39m \u001B[38;5;66;03m# return errors in case of partial typing\u001B[39;00m\n\u001B[32m---> \u001B[39m\u001B[32m93\u001B[39m errs = infer.propagate(raise_errors=raise_errors)\n\u001B[32m 94\u001B[39m typemap, restype, calltypes = infer.unify(raise_errors=raise_errors)\n\u001B[32m 96\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m _TypingResults(typemap, restype, calltypes, errs)\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\numba\\core\\typeinfer.py:1074\u001B[39m, in \u001B[36mTypeInferer.propagate\u001B[39m\u001B[34m(self, raise_errors)\u001B[39m\n\u001B[32m 1071\u001B[39m force_lit_args = [e \u001B[38;5;28;01mfor\u001B[39;00m e \u001B[38;5;129;01min\u001B[39;00m errors\n\u001B[32m 1072\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(e, ForceLiteralArg)]\n\u001B[32m 1073\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m force_lit_args:\n\u001B[32m-> \u001B[39m\u001B[32m1074\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m errors[\u001B[32m0\u001B[39m]\n\u001B[32m 1075\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 1076\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m reduce(operator.or_, force_lit_args)\n", - "\u001B[31mTypingError\u001B[39m: Failed in nopython mode pipeline (step: nopython frontend)\n\u001B[1m\u001B[1m\u001B[1m\u001B[1m\u001B[1mFailed in nopython mode pipeline (step: nopython frontend)\n\u001B[1m\u001B[1m\u001B[1mNo implementation of function Function() found for signature:\n \n >>> iadd(float32, array(float32, 2d, C))\n \nThere are 18 candidate implementations:\n\u001B[1m - Of which 16 did not match due to:\n Overload of function 'iadd': File: : Line N/A.\n With argument(s): '(float32, array(float32, 2d, C))':\u001B[0m\n\u001B[1m No match.\u001B[0m\n\u001B[1m - Of which 2 did not match due to:\n Operator Overload in function 'iadd': File: unknown: Line unknown.\n With argument(s): '(float32, array(float32, 2d, C))':\u001B[0m\n\u001B[1m No match for registered cases:\n * (int64, int64) -> int64\n * (int64, uint64) -> int64\n * (uint64, int64) -> int64\n * (uint64, uint64) -> uint64\n * (float32, float32) -> float32\n * (float64, float64) -> float64\n * (complex64, complex64) -> complex64\n * (complex128, complex128) -> complex128\u001B[0m\n\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of intrinsic-call at C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py (105)\u001B[0m\n\u001B[1m\nFile \"C:\\Users\\adadu\\miniconda3\\envs\\bdp\\Lib\\site-packages\\brainevent\\_csr_impl_float.py\", line 105:\u001B[0m\n\u001B[1m def mv(weights, indices, indptr, vector, _, posts):\n \n for j in range(indptr[i], indptr[i + 1]):\n\u001B[1m posts[indices[j]] += weights[j] * sp\n\u001B[0m \u001B[1m^\u001B[0m\u001B[0m\n\n\u001B[0m\u001B[1mDuring: Pass nopython_type_inference\u001B[0m\n\u001B[0m\u001B[1mDuring: resolving callee type: type(CPUDispatcher(.mv at 0x0000027093F46FC0>))\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of call at (8)\n\u001B[0m\n\u001B[0m\u001B[1mDuring: resolving callee type: type(CPUDispatcher(.mv at 0x0000027093F46FC0>))\u001B[0m\n\u001B[0m\u001B[1mDuring: typing of call at (8)\n\u001B[0m\n\u001B[1m\nFile \"D:\\codes\\projects\\BrainPy\\docs_version2\\tutorial_math\", line 8:\u001B[0m\n\u001B[1m\u001B[0m\n\n\u001B[0m\u001B[1mDuring: Pass nopython_type_inference\u001B[0m" + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_op/numba_ffi.py\", line 263, in _ffi_callback\n", + " self.kernel(*input_arrays, *output_arrays)\n", + " ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 424, in _compile_for_args\n", + " error_rewrite(e, 'typing')\n", + " ~~~~~~~~~~~~~^^^^^^^^^^^^^\n", + " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 365, in error_rewrite\n", + " raise e.with_traceback(None)\n", + "numba.core.errors.TypingError: Failed in nopython mode pipeline (step: nopython frontend)\n", + "No implementation of function Function() found for signature:\n", + " \n", + " >>> iadd(float32, array(float32, 2d, C))\n", + " \n", + "There are 18 candidate implementations:\n", + " - Of which 16 did not match due to:\n", + " Overload of function 'iadd': File: : Line N/A.\n", + " With argument(s): '(float32, array(float32, 2d, C))':\n", + " No match.\n", + " - Of which 2 did not match due to:\n", + " Operator Overload in function 'iadd': File: unknown: Line unknown.\n", + " With argument(s): '(float32, array(float32, 2d, C))':\n", + " No match for registered cases:\n", + " * (int64, int64) -> int64\n", + " * (int64, uint64) -> int64\n", + " * (uint64, int64) -> int64\n", + " * (uint64, uint64) -> uint64\n", + " * (float32, float32) -> float32\n", + " * (float64, float64) -> float64\n", + " * (complex64, complex64) -> complex64\n", + " * (complex128, complex128) -> complex128\n", + "\n", + "During: typing of intrinsic-call at /home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/float.py (186)\n", + "\n", + "File \"../../../../../../../../../../home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/float.py\", line 186:\n", + " def mv(weights, indices, indptr, vector, posts):\n", + " \n", + " for j in range(indptr[i], indptr[i + 1]):\n", + " posts[indices[j]] += weights[j] * sp\n", + " ^\n", + "\n", + "During: Pass nopython_type_inference\n" ] + }, + { + "data": { + "text/plain": [ + "Array([-3.5097862e-12, 3.2281713e-41, 2.0525000e+03, 4.2043158e-41,\n", + " 0.0000000e+00], dtype=float32)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "bm.sparse.csrmv(data, indices=indices, indptr=indptr, vector=pre_activity, \n", + " shape=conn_mat.shape, transpose=True)" + ] }, { "cell_type": "markdown", @@ -348,9 +363,16 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 6, "id": "f5ae76ec", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:37.577175Z", + "iopub.status.busy": "2026-06-19T06:02:37.577023Z", + "iopub.status.idle": "2026-06-19T06:02:37.589033Z", + "shell.execute_reply": "2026-06-19T06:02:37.588184Z" + } + }, "outputs": [], "source": [ "event = bm.array([True, True, False])" @@ -376,17 +398,73 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 7, "id": "d08121b0", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:37.591158Z", + "iopub.status.busy": "2026-06-19T06:02:37.591005Z", + "iopub.status.idle": "2026-06-19T06:02:37.616527Z", + "shell.execute_reply": "2026-06-19T06:02:37.615708Z" + } + }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_op/numba_ffi.py\", line 263, in _ffi_callback\n", + " self.kernel(*input_arrays, *output_arrays)\n", + " ~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 424, in _compile_for_args\n", + " error_rewrite(e, 'typing')\n", + " ~~~~~~~~~~~~~^^^^^^^^^^^^^\n", + " File \"/home/chaoming/miniconda3/lib/python3.13/site-packages/numba/core/dispatcher.py\", line 365, in error_rewrite\n", + " raise e.with_traceback(None)\n", + "numba.core.errors.TypingError: Failed in nopython mode pipeline (step: nopython frontend)\n", + "No implementation of function Function() found for signature:\n", + " \n", + " >>> iadd(float32, array(float32, 2d, C))\n", + " \n", + "There are 18 candidate implementations:\n", + " - Of which 16 did not match due to:\n", + " Overload of function 'iadd': File: : Line N/A.\n", + " With argument(s): '(float32, array(float32, 2d, C))':\n", + " No match.\n", + " - Of which 2 did not match due to:\n", + " Operator Overload in function 'iadd': File: unknown: Line unknown.\n", + " With argument(s): '(float32, array(float32, 2d, C))':\n", + " No match for registered cases:\n", + " * (int64, int64) -> int64\n", + " * (int64, uint64) -> int64\n", + " * (uint64, int64) -> int64\n", + " * (uint64, uint64) -> uint64\n", + " * (float32, float32) -> float32\n", + " * (float64, float64) -> float64\n", + " * (complex64, complex64) -> complex64\n", + " * (complex128, complex128) -> complex128\n", + "\n", + "During: typing of intrinsic-call at /home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/binary.py (355)\n", + "\n", + "File \"../../../../../../../../../../home/chaoming/miniconda3/lib/python3.13/site-packages/brainevent/_csr/binary.py\", line 355:\n", + " def mv(weights, indices, indptr, v, posts):\n", + " \n", + " for j in range(indptr[i], indptr[i + 1]):\n", + " posts[indices[j]] += weights[j]\n", + " ^\n", + "\n", + "During: Pass nopython_type_inference\n" + ] + }, { "data": { "text/plain": [ - "Array([4., 0., 6., 2., 9.], dtype=float32)" + "Array([-6.9000292e-12, 3.2281713e-41, -7.0534273e-12, 3.2281713e-41,\n", + " -6.9001055e-12], dtype=float32)" ] }, - "execution_count": 24, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -408,9 +486,16 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 8, "id": "c434d1f2", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:37.618340Z", + "iopub.status.busy": "2026-06-19T06:02:37.618197Z", + "iopub.status.idle": "2026-06-19T06:02:37.880965Z", + "shell.execute_reply": "2026-06-19T06:02:37.880061Z" + } + }, "outputs": [], "source": [ "from timeit import default_timer\n", @@ -430,15 +515,22 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 9, "id": "072d19b7", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:37.883516Z", + "iopub.status.busy": "2026-06-19T06:02:37.883284Z", + "iopub.status.idle": "2026-06-19T06:02:42.282504Z", + "shell.execute_reply": "2026-06-19T06:02:42.281147Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent for weight matrix generation: 4.558527099999992 s\n" + "time spent for weight matrix generation: 4.39516898400052 s\n" ] } ], @@ -446,7 +538,7 @@ "# generate the weight matrix\n", "start = default_timer()\n", "\n", - "connection_weights = bm.random.uniform(size=(pre_num, post_num))\n", + "connection_weights = bm.Array(bm.random.uniform(size=(pre_num, post_num)))\n", "connection_weights[connection_weights < 0.8] = 0. # sparse connection: 20%\n", "\n", "duration = default_timer() - start\n", @@ -456,15 +548,22 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 10, "id": "d2ce5337", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:42.284529Z", + "iopub.status.busy": "2026-06-19T06:02:42.284377Z", + "iopub.status.idle": "2026-06-19T06:02:42.368911Z", + "shell.execute_reply": "2026-06-19T06:02:42.367581Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent for synaptic computation: 0.03688780000001657 s\n" + "time spent for synaptic computation: 0.08060850799938635 s\n" ] } ], @@ -491,15 +590,22 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 11, "id": "dfecf646", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:42.371490Z", + "iopub.status.busy": "2026-06-19T06:02:42.371276Z", + "iopub.status.idle": "2026-06-19T06:02:46.865974Z", + "shell.execute_reply": "2026-06-19T06:02:46.864704Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent for connection generation: 1.61494689999995 s\n" + "time spent for connection generation: 4.490040212000167 s\n" ] } ], @@ -520,15 +626,22 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 12, "id": "d11f8e79", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:46.868426Z", + "iopub.status.busy": "2026-06-19T06:02:46.868162Z", + "iopub.status.idle": "2026-06-19T06:02:46.987960Z", + "shell.execute_reply": "2026-06-19T06:02:46.986233Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent for synaptic computation: 0.0551689000000124 s\n" + "time spent for synaptic computation: 0.044914520000020275 s\n" ] } ], @@ -556,15 +669,22 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 13, "id": "213c43ad", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:46.992286Z", + "iopub.status.busy": "2026-06-19T06:02:46.991910Z", + "iopub.status.idle": "2026-06-19T06:02:47.039294Z", + "shell.execute_reply": "2026-06-19T06:02:47.033076Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent for synaptic computation: 0.015149300000018684 s\n" + "time spent for synaptic computation: 0.033531787999891094 s\n" ] } ], @@ -623,9 +743,16 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 14, "id": "6461bca0", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:47.066270Z", + "iopub.status.busy": "2026-06-19T06:02:47.065874Z", + "iopub.status.idle": "2026-06-19T06:02:47.069626Z", + "shell.execute_reply": "2026-06-19T06:02:47.068508Z" + } + }, "outputs": [], "source": [ "pre_num, post_num = 50000, 10000 # network size\n", @@ -643,9 +770,16 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 15, "id": "92ecfc35", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:47.071537Z", + "iopub.status.busy": "2026-06-19T06:02:47.071313Z", + "iopub.status.idle": "2026-06-19T06:02:47.208647Z", + "shell.execute_reply": "2026-06-19T06:02:47.192850Z" + } + }, "outputs": [], "source": [ "event = bm.random.bernoulli(p=0.2, size=pre_num) # 20% of presynaptic neurons release spikes" @@ -661,15 +795,22 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 16, "id": "b9a017ad", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:47.210815Z", + "iopub.status.busy": "2026-06-19T06:02:47.210648Z", + "iopub.status.idle": "2026-06-19T06:02:47.717663Z", + "shell.execute_reply": "2026-06-19T06:02:47.716158Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent: 11.050910799999997 s\n" + "time spent: 0.502219244999651 s\n" ] } ], @@ -701,15 +842,22 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 17, "id": "3bf35974", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:47.720921Z", + "iopub.status.busy": "2026-06-19T06:02:47.720599Z", + "iopub.status.idle": "2026-06-19T06:02:56.405305Z", + "shell.execute_reply": "2026-06-19T06:02:56.403114Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent: 4.693945999999983 s\n" + "time spent: 8.675825787000576 s\n" ] } ], @@ -742,15 +890,22 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 18, "id": "1cac037b", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:56.422090Z", + "iopub.status.busy": "2026-06-19T06:02:56.421518Z", + "iopub.status.idle": "2026-06-19T06:02:56.542644Z", + "shell.execute_reply": "2026-06-19T06:02:56.541733Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "time spent: 0.0062690999999404085 s\n" + "time spent: 0.11412731099972007 s\n" ] } ], @@ -806,7 +961,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_math/array.ipynb b/docs/tutorial_math/array.ipynb index 4bbf74ec0..127e940dd 100644 --- a/docs/tutorial_math/array.ipynb +++ b/docs/tutorial_math/array.ipynb @@ -60,23 +60,29 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "16447f92", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.684874Z", "start_time": "2025-10-06T03:59:34.862531Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:15.372414Z", + "iopub.status.busy": "2026-06-19T06:02:15.372294Z", + "iopub.status.idle": "2026-06-19T06:02:21.026287Z", + "shell.execute_reply": "2026-06-19T06:02:21.024842Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "markdown", @@ -158,21 +164,23 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "804ef92d", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.725067Z", "start_time": "2025-10-06T03:59:38.692255Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.030278Z", + "iopub.status.busy": "2026-06-19T06:02:21.029826Z", + "iopub.status.idle": "2026-06-19T06:02:21.076185Z", + "shell.execute_reply": "2026-06-19T06:02:21.074842Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a = bm.arange(15).reshape((3, 5))\n", - "\n", - "a" - ], "outputs": [ { "data": { @@ -187,23 +195,31 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "a = bm.arange(15).reshape((3, 5))\n", + "\n", + "a" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "97002def", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.760312Z", "start_time": "2025-10-06T03:59:38.756513Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.078631Z", + "iopub.status.busy": "2026-06-19T06:02:21.078448Z", + "iopub.status.idle": "2026-06-19T06:02:21.083518Z", + "shell.execute_reply": "2026-06-19T06:02:21.081998Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a.shape" - ], "outputs": [ { "data": { @@ -216,23 +232,29 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "a.shape" + ] }, { "cell_type": "code", + "execution_count": 4, "id": "3c2abbb8", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.798749Z", "start_time": "2025-10-06T03:59:38.791126Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.086667Z", + "iopub.status.busy": "2026-06-19T06:02:21.086046Z", + "iopub.status.idle": "2026-06-19T06:02:21.091540Z", + "shell.execute_reply": "2026-06-19T06:02:21.090095Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a.ndim" - ], "outputs": [ { "data": { @@ -245,23 +267,29 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "a.ndim" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "84bd85a2", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.826016Z", "start_time": "2025-10-06T03:59:38.821664Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.094897Z", + "iopub.status.busy": "2026-06-19T06:02:21.094526Z", + "iopub.status.idle": "2026-06-19T06:02:21.100593Z", + "shell.execute_reply": "2026-06-19T06:02:21.099182Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a.dtype" - ], "outputs": [ { "data": { @@ -274,7 +302,9 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "a.dtype" + ] }, { "cell_type": "markdown", @@ -326,19 +356,23 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "a02f438b", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.860873Z", "start_time": "2025-10-06T03:59:38.845607Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.104526Z", + "iopub.status.busy": "2026-06-19T06:02:21.104331Z", + "iopub.status.idle": "2026-06-19T06:02:21.121517Z", + "shell.execute_reply": "2026-06-19T06:02:21.119663Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.array([2, 3, 4])" - ], "outputs": [ { "data": { @@ -351,23 +385,29 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "bm.array([2, 3, 4])" + ] }, { "cell_type": "code", + "execution_count": 7, "id": "7ccf8dba", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.882279Z", "start_time": "2025-10-06T03:59:38.867880Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.124851Z", + "iopub.status.busy": "2026-06-19T06:02:21.124613Z", + "iopub.status.idle": "2026-06-19T06:02:21.142043Z", + "shell.execute_reply": "2026-06-19T06:02:21.141094Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.array([(1.5, 2, 3), (4, 5, 6)])" - ], "outputs": [ { "data": { @@ -382,7 +422,9 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "bm.array([(1.5, 2, 3), (4, 5, 6)])" + ] }, { "cell_type": "markdown", @@ -398,21 +440,23 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "e302c3c5", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.965960Z", "start_time": "2025-10-06T03:59:38.930957Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.145000Z", + "iopub.status.busy": "2026-06-19T06:02:21.144813Z", + "iopub.status.idle": "2026-06-19T06:02:21.186978Z", + "shell.execute_reply": "2026-06-19T06:02:21.185338Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# \"bm.zeros()\" creates an array full of zeros\n", - "\n", - "bm.zeros((3, 4))" - ], "outputs": [ { "data": { @@ -428,25 +472,31 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "# \"bm.zeros()\" creates an array full of zeros\n", + "\n", + "bm.zeros((3, 4))" + ] }, { "cell_type": "code", + "execution_count": 9, "id": "bc5e01f2", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:38.992831Z", "start_time": "2025-10-06T03:59:38.988173Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.189344Z", + "iopub.status.busy": "2026-06-19T06:02:21.189147Z", + "iopub.status.idle": "2026-06-19T06:02:21.195094Z", + "shell.execute_reply": "2026-06-19T06:02:21.194004Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# \"bm.ones()\" creates an array full of ones\n", - "\n", - "bm.ones((3, 4))" - ], "outputs": [ { "data": { @@ -462,7 +512,11 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "# \"bm.ones()\" creates an array full of ones\n", + "\n", + "bm.ones((3, 4))" + ] }, { "cell_type": "markdown", @@ -492,22 +546,23 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "c075e4bb", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.037414Z", "start_time": "2025-10-06T03:59:39.018306Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.197413Z", + "iopub.status.busy": "2026-06-19T06:02:21.197233Z", + "iopub.status.idle": "2026-06-19T06:02:21.229622Z", + "shell.execute_reply": "2026-06-19T06:02:21.228879Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# if only one argument \"A\" are provided, the function will \n", - "# recognize the \"start = 0\", \"end = A\", and \"step = 1\" .\n", - "\n", - "bm.arange(10) " - ], "outputs": [ { "data": { @@ -520,26 +575,32 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "# if only one argument \"A\" are provided, the function will \n", + "# recognize the \"start = 0\", \"end = A\", and \"step = 1\" .\n", + "\n", + "bm.arange(10) " + ] }, { "cell_type": "code", + "execution_count": 11, "id": "ea561d1b", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.059205Z", "start_time": "2025-10-06T03:59:39.044579Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.231673Z", + "iopub.status.busy": "2026-06-19T06:02:21.231512Z", + "iopub.status.idle": "2026-06-19T06:02:21.273281Z", + "shell.execute_reply": "2026-06-19T06:02:21.272525Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# if two argument \"A, B\" are provided, the function will \n", - "# recognize the \"start = A\", \"end = B\", and \"step = 1\" .\n", - "\n", - "bm.arange(2, 10, dtype=float)" - ], "outputs": [ { "data": { @@ -552,33 +613,37 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "# if two argument \"A, B\" are provided, the function will \n", + "# recognize the \"start = A\", \"end = B\", and \"step = 1\" .\n", + "\n", + "bm.arange(2, 10, dtype=float)" + ] }, { "cell_type": "code", + "execution_count": 12, "id": "7d06eec5", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.080926Z", "start_time": "2025-10-06T03:59:39.066649Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.275218Z", + "iopub.status.busy": "2026-06-19T06:02:21.275046Z", + "iopub.status.idle": "2026-06-19T06:02:21.343084Z", + "shell.execute_reply": "2026-06-19T06:02:21.342179Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "# if three argument \"A, B, C\" are provided, the function will \n", - "# recognize the \"start = A\", \"end = B\", and \"step = C\" .\n", - "\n", - "bm.arange(2, 3, 0.1)" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([2. , 2.1 , 2.1999998, 2.2999997, 2.3999996, 2.4999995,\n", - " 2.5999994, 2.6999993, 2.7999992, 2.8999991]),\n", - " dtype=float32)" + "Array(value=Array([2. , 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9]), dtype=float32)" ] }, "execution_count": 12, @@ -586,7 +651,12 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "# if three argument \"A, B, C\" are provided, the function will \n", + "# recognize the \"start = A\", \"end = B\", and \"step = C\" .\n", + "\n", + "bm.arange(2, 3, 0.1)" + ] }, { "cell_type": "markdown", @@ -602,19 +672,23 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "279b7a7b", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.134482Z", "start_time": "2025-10-06T03:59:39.093447Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.344719Z", + "iopub.status.busy": "2026-06-19T06:02:21.344558Z", + "iopub.status.idle": "2026-06-19T06:02:21.373492Z", + "shell.execute_reply": "2026-06-19T06:02:21.372796Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.linspace(2, 3, 10)" - ], "outputs": [ { "data": { @@ -629,7 +703,9 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "bm.linspace(2, 3, 10)" + ] }, { "cell_type": "markdown", @@ -671,28 +747,32 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "d557af23", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.348723Z", "start_time": "2025-10-06T03:59:39.157761Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.375319Z", + "iopub.status.busy": "2026-06-19T06:02:21.375187Z", + "iopub.status.idle": "2026-06-19T06:02:21.568833Z", + "shell.execute_reply": "2026-06-19T06:02:21.568103Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.rand(5, 2)" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[0.65127814, 0.11476481],\n", - " [0.50711405, 0.7373568 ],\n", - " [0.41114306, 0.05597174],\n", - " [0.6870688 , 0.16315603],\n", - " [0.94323957, 0.4851582 ]], dtype=float32)" + "Array([[0.01797414, 0.9021939 ],\n", + " [0.09821773, 0.3636912 ],\n", + " [0.18270576, 0.7328526 ],\n", + " [0.5753864 , 0.5430033 ],\n", + " [0.05610061, 0.7379725 ]], dtype=float32)" ] }, "execution_count": 14, @@ -700,7 +780,9 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "bm.random.rand(5, 2)" + ] }, { "cell_type": "markdown", @@ -718,28 +800,32 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "7ea58428", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.493325Z", "start_time": "2025-10-06T03:59:39.374034Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.570524Z", + "iopub.status.busy": "2026-06-19T06:02:21.570338Z", + "iopub.status.idle": "2026-06-19T06:02:21.676675Z", + "shell.execute_reply": "2026-06-19T06:02:21.675922Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.randn(5, 2)" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[ 0.26297134, 0.9452616 ],\n", - " [-0.33228904, -1.8911517 ],\n", - " [-0.2829688 , -0.08837413],\n", - " [-0.98996675, -0.20445131],\n", - " [ 1.9176025 , -0.19175233]], dtype=float32)" + "Array([[-2.650555 , 1.2772604 ],\n", + " [ 0.43119198, 0.76573175],\n", + " [-0.9888951 , 1.0012816 ],\n", + " [ 0.29885888, 0.81769097],\n", + " [-1.9827036 , -0.0032319 ]], dtype=float32)" ] }, "execution_count": 15, @@ -747,7 +833,9 @@ "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "bm.random.randn(5, 2)" + ] }, { "cell_type": "markdown", @@ -765,24 +853,28 @@ }, { "cell_type": "code", + "execution_count": 16, "id": "76fa88e8", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.633428Z", "start_time": "2025-10-06T03:59:39.499020Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.678307Z", + "iopub.status.busy": "2026-06-19T06:02:21.678178Z", + "iopub.status.idle": "2026-06-19T06:02:21.792728Z", + "shell.execute_reply": "2026-06-19T06:02:21.791735Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.randint(0, 3, size=10) " - ], "outputs": [ { "data": { "text/plain": [ - "Array([0, 0, 1, 1, 0, 0, 0, 2, 0, 1], dtype=int32)" + "Array([2, 0, 0, 2, 1, 2, 2, 0, 2, 1], dtype=int32)" ] }, "execution_count": 16, @@ -790,7 +882,9 @@ "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "bm.random.randint(0, 3, size=10) " + ] }, { "cell_type": "markdown", @@ -808,26 +902,30 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "c9019259", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:39.924834Z", "start_time": "2025-10-06T03:59:39.642785Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.795126Z", + "iopub.status.busy": "2026-06-19T06:02:21.794952Z", + "iopub.status.idle": "2026-06-19T06:02:21.897072Z", + "shell.execute_reply": "2026-06-19T06:02:21.896190Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.random((3, 2))" - ], "outputs": [ { "data": { "text/plain": [ - "Array([[0.1710056 , 0.828014 ],\n", - " [0.5423089 , 0.93946946],\n", - " [0.3141142 , 0.49604154]], dtype=float32)" + "Array([[0.6411288 , 0.51118267],\n", + " [0.9422742 , 0.489851 ],\n", + " [0.91604745, 0.43373895]], dtype=float32)" ] }, "execution_count": 17, @@ -835,7 +933,9 @@ "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "bm.random.random((3, 2))" + ] }, { "cell_type": "markdown", @@ -865,24 +965,28 @@ }, { "cell_type": "code", + "execution_count": 18, "id": "a8757e3c", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.063363Z", "start_time": "2025-10-06T03:59:39.947783Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.899468Z", + "iopub.status.busy": "2026-06-19T06:02:21.899312Z", + "iopub.status.idle": "2026-06-19T06:02:21.981638Z", + "shell.execute_reply": "2026-06-19T06:02:21.980785Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.shuffle( bm.arange(10) ) " - ], "outputs": [ { "data": { "text/plain": [ - "Array([5, 0, 7, 6, 4, 1, 3, 8, 9, 2], dtype=int32)" + "Array([3, 7, 8, 4, 2, 5, 9, 0, 6, 1], dtype=int32)" ] }, "execution_count": 18, @@ -890,7 +994,9 @@ "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "bm.random.shuffle( bm.arange(10) ) " + ] }, { "cell_type": "markdown", @@ -908,24 +1014,28 @@ }, { "cell_type": "code", + "execution_count": 19, "id": "3a99ec7e", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.077234Z", "start_time": "2025-10-06T03:59:40.070912Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.983463Z", + "iopub.status.busy": "2026-06-19T06:02:21.983325Z", + "iopub.status.idle": "2026-06-19T06:02:21.987688Z", + "shell.execute_reply": "2026-06-19T06:02:21.986871Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.permutation( bm.arange(10) ) " - ], "outputs": [ { "data": { "text/plain": [ - "Array([7, 9, 6, 8, 4, 1, 3, 0, 2, 5], dtype=int32)" + "Array([9, 5, 8, 2, 7, 1, 0, 6, 4, 3], dtype=int32)" ] }, "execution_count": 19, @@ -933,7 +1043,9 @@ "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "bm.random.permutation( bm.arange(10) ) " + ] }, { "cell_type": "markdown", @@ -963,25 +1075,29 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "5c5964ff", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.581160Z", "start_time": "2025-10-06T03:59:40.092071Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:21.990014Z", + "iopub.status.busy": "2026-06-19T06:02:21.989853Z", + "iopub.status.idle": "2026-06-19T06:02:22.491264Z", + "shell.execute_reply": "2026-06-19T06:02:22.490334Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.beta(2, 3, 10) " - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.62699956, 0.8052541 , 0.5896076 , 0.5925579 , 0.2377615 ,\n", - " 0.38714758, 0.63314587, 0.32709256, 0.6149483 , 0.1855493 ], dtype=float32)" + "Array([0.5831894 , 0.34946 , 0.59888864, 0.37604737, 0.45930463,\n", + " 0.5904292 , 0.42666435, 0.67732143, 0.49762127, 0.39011276], dtype=float32)" ] }, "execution_count": 20, @@ -989,7 +1105,9 @@ "output_type": "execute_result" } ], - "execution_count": 20 + "source": [ + "bm.random.beta(2, 3, 10) " + ] }, { "cell_type": "markdown", @@ -1007,25 +1125,29 @@ }, { "cell_type": "code", + "execution_count": 21, "id": "366da47d", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.744851Z", "start_time": "2025-10-06T03:59:40.623365Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.493268Z", + "iopub.status.busy": "2026-06-19T06:02:22.493127Z", + "iopub.status.idle": "2026-06-19T06:02:22.586125Z", + "shell.execute_reply": "2026-06-19T06:02:22.585318Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "bm.random.exponential(1, 10) " - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.8758875 , 0.79082644, 0.71387357, 0.19460419, 1.4066066 ,\n", - " 1.6612668 , 0.48084384, 2.7353883 , 0.2542463 , 0.23643894], dtype=float32)" + "Array([0.93221635, 0.2332021 , 0.54786086, 1.561216 , 0.3528995 ,\n", + " 0.94271016, 1.7314645 , 2.2374532 , 0.02415656, 1.2254599 ], dtype=float32)" ] }, "execution_count": 21, @@ -1033,7 +1155,9 @@ "output_type": "execute_result" } ], - "execution_count": 21 + "source": [ + "bm.random.exponential(1, 10) " + ] }, { "cell_type": "markdown", @@ -1142,21 +1266,23 @@ }, { "cell_type": "code", + "execution_count": 22, "id": "30d92226", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.800169Z", "start_time": "2025-10-06T03:59:40.786148Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.587956Z", + "iopub.status.busy": "2026-06-19T06:02:22.587824Z", + "iopub.status.idle": "2026-06-19T06:02:22.601478Z", + "shell.execute_reply": "2026-06-19T06:02:22.600727Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data = bm.array([1, 2])\n", - "\n", - "data" - ], "outputs": [ { "data": { @@ -1169,25 +1295,31 @@ "output_type": "execute_result" } ], - "execution_count": 22 + "source": [ + "data = bm.array([1, 2])\n", + "\n", + "data" + ] }, { "cell_type": "code", + "execution_count": 23, "id": "3d1fca01", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.874451Z", "start_time": "2025-10-06T03:59:40.854024Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.603246Z", + "iopub.status.busy": "2026-06-19T06:02:22.603112Z", + "iopub.status.idle": "2026-06-19T06:02:22.624087Z", + "shell.execute_reply": "2026-06-19T06:02:22.623365Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "ones = bm.ones(2)\n", - "\n", - "ones" - ], "outputs": [ { "data": { @@ -1200,7 +1332,11 @@ "output_type": "execute_result" } ], - "execution_count": 23 + "source": [ + "ones = bm.ones(2)\n", + "\n", + "ones" + ] }, { "cell_type": "markdown", @@ -1216,19 +1352,23 @@ }, { "cell_type": "code", + "execution_count": 24, "id": "499eabcb", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.917999Z", "start_time": "2025-10-06T03:59:40.892385Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.626318Z", + "iopub.status.busy": "2026-06-19T06:02:22.626174Z", + "iopub.status.idle": "2026-06-19T06:02:22.654762Z", + "shell.execute_reply": "2026-06-19T06:02:22.653949Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data + ones" - ], "outputs": [ { "data": { @@ -1241,7 +1381,9 @@ "output_type": "execute_result" } ], - "execution_count": 24 + "source": [ + "data + ones" + ] }, { "cell_type": "markdown", @@ -1257,19 +1399,23 @@ }, { "cell_type": "code", + "execution_count": 25, "id": "9e06b55f", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:40.990673Z", "start_time": "2025-10-06T03:59:40.955557Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.656794Z", + "iopub.status.busy": "2026-06-19T06:02:22.656634Z", + "iopub.status.idle": "2026-06-19T06:02:22.681725Z", + "shell.execute_reply": "2026-06-19T06:02:22.680788Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data - ones" - ], "outputs": [ { "data": { @@ -1282,23 +1428,29 @@ "output_type": "execute_result" } ], - "execution_count": 25 + "source": [ + "data - ones" + ] }, { "cell_type": "code", + "execution_count": 26, "id": "2e12256a", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.048631Z", "start_time": "2025-10-06T03:59:41.028859Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.683773Z", + "iopub.status.busy": "2026-06-19T06:02:22.683497Z", + "iopub.status.idle": "2026-06-19T06:02:22.710851Z", + "shell.execute_reply": "2026-06-19T06:02:22.710112Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data * data" - ], "outputs": [ { "data": { @@ -1311,23 +1463,29 @@ "output_type": "execute_result" } ], - "execution_count": 26 + "source": [ + "data * data" + ] }, { "cell_type": "code", + "execution_count": 27, "id": "ae0285de", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.081793Z", "start_time": "2025-10-06T03:59:41.055638Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.713097Z", + "iopub.status.busy": "2026-06-19T06:02:22.712953Z", + "iopub.status.idle": "2026-06-19T06:02:22.739213Z", + "shell.execute_reply": "2026-06-19T06:02:22.738503Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data / data" - ], "outputs": [ { "data": { @@ -1340,7 +1498,9 @@ "output_type": "execute_result" } ], - "execution_count": 27 + "source": [ + "data / data" + ] }, { "cell_type": "markdown", @@ -1375,21 +1535,23 @@ }, { "cell_type": "code", + "execution_count": 28, "id": "e1b99345", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.124145Z", "start_time": "2025-10-06T03:59:41.101774Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.741134Z", + "iopub.status.busy": "2026-06-19T06:02:22.741002Z", + "iopub.status.idle": "2026-06-19T06:02:22.764832Z", + "shell.execute_reply": "2026-06-19T06:02:22.764176Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data = bm.array([1, 2, 3])\n", - "\n", - "data.max()" - ], "outputs": [ { "data": { @@ -1402,23 +1564,31 @@ "output_type": "execute_result" } ], - "execution_count": 28 + "source": [ + "data = bm.array([1, 2, 3])\n", + "\n", + "data.max()" + ] }, { "cell_type": "code", + "execution_count": 29, "id": "127265bd", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.173265Z", "start_time": "2025-10-06T03:59:41.146432Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.766724Z", + "iopub.status.busy": "2026-06-19T06:02:22.766587Z", + "iopub.status.idle": "2026-06-19T06:02:22.788042Z", + "shell.execute_reply": "2026-06-19T06:02:22.787258Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data.min()" - ], "outputs": [ { "data": { @@ -1431,23 +1601,29 @@ "output_type": "execute_result" } ], - "execution_count": 29 + "source": [ + "data.min()" + ] }, { "cell_type": "code", + "execution_count": 30, "id": "a5ef1939", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.294514Z", "start_time": "2025-10-06T03:59:41.261146Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.789855Z", + "iopub.status.busy": "2026-06-19T06:02:22.789703Z", + "iopub.status.idle": "2026-06-19T06:02:22.817998Z", + "shell.execute_reply": "2026-06-19T06:02:22.817383Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data.sum()" - ], "outputs": [ { "data": { @@ -1460,7 +1636,9 @@ "output_type": "execute_result" } ], - "execution_count": 30 + "source": [ + "data.sum()" + ] }, { "cell_type": "markdown", @@ -1488,39 +1666,49 @@ }, { "cell_type": "code", + "execution_count": 31, "id": "c8376c75", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.352791Z", "start_time": "2025-10-06T03:59:41.337976Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.819754Z", + "iopub.status.busy": "2026-06-19T06:02:22.819621Z", + "iopub.status.idle": "2026-06-19T06:02:22.831244Z", + "shell.execute_reply": "2026-06-19T06:02:22.830472Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "a = bm.array([[1, 2],\n", " [5, 3],\n", " [4, 6]])" - ], - "outputs": [], - "execution_count": 31 + ] }, { "cell_type": "code", + "execution_count": 32, "id": "6da06a6e", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.396837Z", "start_time": "2025-10-06T03:59:41.370588Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.833327Z", + "iopub.status.busy": "2026-06-19T06:02:22.833198Z", + "iopub.status.idle": "2026-06-19T06:02:22.854480Z", + "shell.execute_reply": "2026-06-19T06:02:22.853659Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a.max(axis=0)" - ], "outputs": [ { "data": { @@ -1533,23 +1721,29 @@ "output_type": "execute_result" } ], - "execution_count": 32 + "source": [ + "a.max(axis=0)" + ] }, { "cell_type": "code", + "execution_count": 33, "id": "bc71fbff", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.467300Z", "start_time": "2025-10-06T03:59:41.440684Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.856103Z", + "iopub.status.busy": "2026-06-19T06:02:22.855986Z", + "iopub.status.idle": "2026-06-19T06:02:22.879652Z", + "shell.execute_reply": "2026-06-19T06:02:22.878796Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a.max(axis=1)" - ], "outputs": [ { "data": { @@ -1562,7 +1756,9 @@ "output_type": "execute_result" } ], - "execution_count": 33 + "source": [ + "a.max(axis=1)" + ] }, { "cell_type": "markdown", @@ -1602,22 +1798,23 @@ }, { "cell_type": "code", + "execution_count": 34, "id": "fd2104e9", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.521109Z", "start_time": "2025-10-06T03:59:41.486355Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.881400Z", + "iopub.status.busy": "2026-06-19T06:02:22.881259Z", + "iopub.status.idle": "2026-06-19T06:02:22.914841Z", + "shell.execute_reply": "2026-06-19T06:02:22.914109Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a = bm.array([1.0, 2.0, 3.0])\n", - "b = bm.array([2.0, 2.0, 2.0])\n", - "\n", - "a * b" - ], "outputs": [ { "data": { @@ -1630,7 +1827,12 @@ "output_type": "execute_result" } ], - "execution_count": 34 + "source": [ + "a = bm.array([1.0, 2.0, 3.0])\n", + "b = bm.array([2.0, 2.0, 2.0])\n", + "\n", + "a * b" + ] }, { "cell_type": "markdown", @@ -1646,22 +1848,23 @@ }, { "cell_type": "code", + "execution_count": 35, "id": "53fc2b57", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.597231Z", "start_time": "2025-10-06T03:59:41.561360Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.916895Z", + "iopub.status.busy": "2026-06-19T06:02:22.916719Z", + "iopub.status.idle": "2026-06-19T06:02:22.939760Z", + "shell.execute_reply": "2026-06-19T06:02:22.938907Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a = bm.array([1, 2])\n", - "b = 1.6\n", - "\n", - "a * b" - ], "outputs": [ { "data": { @@ -1674,7 +1877,12 @@ "output_type": "execute_result" } ], - "execution_count": 35 + "source": [ + "a = bm.array([1, 2])\n", + "b = 1.6\n", + "\n", + "a * b" + ] }, { "cell_type": "markdown", @@ -1702,25 +1910,23 @@ }, { "cell_type": "code", + "execution_count": 36, "id": "55db2043", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.648940Z", "start_time": "2025-10-06T03:59:41.605666Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.941467Z", + "iopub.status.busy": "2026-06-19T06:02:22.941330Z", + "iopub.status.idle": "2026-06-19T06:02:22.974019Z", + "shell.execute_reply": "2026-06-19T06:02:22.973117Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "data = bm.array([[1, 2],\n", - " [3, 4],\n", - " [5, 6]])\n", - "\n", - "ones_row = bm.array([[1, 1]])\n", - "\n", - "data + ones_row" - ], "outputs": [ { "data": { @@ -1735,7 +1941,15 @@ "output_type": "execute_result" } ], - "execution_count": 36 + "source": [ + "data = bm.array([[1, 2],\n", + " [3, 4],\n", + " [5, 6]])\n", + "\n", + "ones_row = bm.array([[1, 1]])\n", + "\n", + "data + ones_row" + ] }, { "cell_type": "markdown", @@ -1801,16 +2015,24 @@ }, { "cell_type": "code", + "execution_count": 37, "id": "d736f3ca", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:41.973764Z", "start_time": "2025-10-06T03:59:41.666473Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:22.975609Z", + "iopub.status.busy": "2026-06-19T06:02:22.975482Z", + "iopub.status.idle": "2026-06-19T06:02:23.525105Z", + "shell.execute_reply": "2026-06-19T06:02:23.524184Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "image = bm.random.random((256, 256, 3))\n", "scale = bm.random.random(3)\n", @@ -1819,9 +2041,7 @@ "_ = image - scale \n", "_ = image * scale \n", "_ = image / scale " - ], - "outputs": [], - "execution_count": 37 + ] }, { "cell_type": "markdown", @@ -1843,16 +2063,24 @@ }, { "cell_type": "code", + "execution_count": 38, "id": "e963bb88", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:42.319938Z", "start_time": "2025-10-06T03:59:41.984015Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:23.527068Z", + "iopub.status.busy": "2026-06-19T06:02:23.526915Z", + "iopub.status.idle": "2026-06-19T06:02:23.986848Z", + "shell.execute_reply": "2026-06-19T06:02:23.986110Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [], "source": [ "A = bm.random.random((8, 1, 6, 1))\n", "B = bm.random.random((7, 1, 5))\n", @@ -1861,9 +2089,7 @@ "_ = A - B \n", "_ = A * B \n", "_ = A / B " - ], - "outputs": [], - "execution_count": 38 + ] }, { "cell_type": "markdown", @@ -1887,25 +2113,23 @@ }, { "cell_type": "code", + "execution_count": 39, "id": "5708b7e2", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:42.448699Z", "start_time": "2025-10-06T03:59:42.327688Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:23.988721Z", + "iopub.status.busy": "2026-06-19T06:02:23.988593Z", + "iopub.status.idle": "2026-06-19T06:02:24.063149Z", + "shell.execute_reply": "2026-06-19T06:02:24.062391Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "A = bm.random.random((3,))\n", - "B = bm.random.random((4,))\n", - "\n", - "try:\n", - " _ = A + B\n", - "except Exception as e:\n", - " print(e)" - ], "outputs": [ { "name": "stdout", @@ -1915,29 +2139,35 @@ ] } ], - "execution_count": 39 + "source": [ + "A = bm.random.random((3,))\n", + "B = bm.random.random((4,))\n", + "\n", + "try:\n", + " _ = A + B\n", + "except Exception as e:\n", + " print(e)" + ] }, { "cell_type": "code", + "execution_count": 40, "id": "d81990ba", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:42.715360Z", "start_time": "2025-10-06T03:59:42.484715Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.064807Z", + "iopub.status.busy": "2026-06-19T06:02:24.064649Z", + "iopub.status.idle": "2026-06-19T06:02:24.420071Z", + "shell.execute_reply": "2026-06-19T06:02:24.418960Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "A = bm.random.random((2, 1))\n", - "B = bm.random.random((8, 4, 3))\n", - "\n", - "try:\n", - " _ = A + B\n", - "except Exception as e:\n", - " print(e)" - ], "outputs": [ { "name": "stdout", @@ -1947,7 +2177,15 @@ ] } ], - "execution_count": 40 + "source": [ + "A = bm.random.random((2, 1))\n", + "B = bm.random.random((8, 4, 3))\n", + "\n", + "try:\n", + " _ = A + B\n", + "except Exception as e:\n", + " print(e)" + ] }, { "cell_type": "markdown", @@ -1987,26 +2225,28 @@ }, { "cell_type": "code", + "execution_count": 41, "id": "ab88aff5", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:42.765032Z", "start_time": "2025-10-06T03:59:42.737666Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.422436Z", + "iopub.status.busy": "2026-06-19T06:02:24.422275Z", + "iopub.status.idle": "2026-06-19T06:02:24.452807Z", + "shell.execute_reply": "2026-06-19T06:02:24.451753Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a = bm.arange(10) ** 3\n", - "\n", - "a" - ], "outputs": [ { "data": { "text/plain": [ - "Array([ 0, 1, 8, 27, 64, 125, 216, 343, 512, 729], dtype=int32)" + "Array(value=Array([ 0, 1, 8, 27, 64, 125, 216, 343, 512, 729]), dtype=int32)" ] }, "execution_count": 41, @@ -2014,23 +2254,31 @@ "output_type": "execute_result" } ], - "execution_count": 41 + "source": [ + "a = bm.Array(bm.arange(10) ** 3)\n", + "\n", + "a" + ] }, { "cell_type": "code", + "execution_count": 42, "id": "3a4f3b88", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:42.806835Z", "start_time": "2025-10-06T03:59:42.776570Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.454924Z", + "iopub.status.busy": "2026-06-19T06:02:24.454748Z", + "iopub.status.idle": "2026-06-19T06:02:24.493294Z", + "shell.execute_reply": "2026-06-19T06:02:24.491410Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a[2]" - ], "outputs": [ { "data": { @@ -2043,23 +2291,29 @@ "output_type": "execute_result" } ], - "execution_count": 42 + "source": [ + "a[2]" + ] }, { "cell_type": "code", + "execution_count": 43, "id": "25fb491e", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:42.842595Z", "start_time": "2025-10-06T03:59:42.819918Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.495738Z", + "iopub.status.busy": "2026-06-19T06:02:24.495400Z", + "iopub.status.idle": "2026-06-19T06:02:24.522213Z", + "shell.execute_reply": "2026-06-19T06:02:24.520965Z" + }, + "pycharm": { + "name": "#%%\n" } }, - "source": [ - "a[2:5]" - ], "outputs": [ { "data": { @@ -2072,20 +2326,41 @@ "output_type": "execute_result" } ], - "execution_count": 43 + "source": [ + "a[2:5]" + ] }, { "cell_type": "code", + "execution_count": 44, "id": "167cf529", "metadata": { - "pycharm": { - "name": "#%%\n" - }, "ExecuteTime": { "end_time": "2025-10-06T03:59:43.761769Z", "start_time": "2025-10-06T03:59:42.849339Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.525792Z", + "iopub.status.busy": "2026-06-19T06:02:24.525620Z", + "iopub.status.idle": "2026-06-19T06:02:24.672394Z", + "shell.execute_reply": "2026-06-19T06:02:24.671399Z" + }, + "pycharm": { + "name": "#%%\n" } }, + "outputs": [ + { + "data": { + "text/plain": [ + "Array(value=Array([1000, 1, 1000, 27, 1000, 125, 216, 343, 512, 729]), dtype=int32)" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# from start to position 6, exclusive, set every 2nd element to 1000,\n", "# equivalent to a[0:6:2] = 1000\n", @@ -2093,28 +2368,19 @@ "a[:6:2] = 1000\n", "\n", "a" - ], - "outputs": [ - { - "ename": "TypeError", - "evalue": "JAX arrays are immutable and do not support in-place item assignment. Instead of x[idx] = y, use x = x.at[idx].set(y) or another .at[] method: https://docs.jax.dev/en/latest/_autosummary/jax.numpy.ndarray.at.html", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mTypeError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[44]\u001B[39m\u001B[32m, line 4\u001B[39m\n\u001B[32m 1\u001B[39m \u001B[38;5;66;03m# from start to position 6, exclusive, set every 2nd element to 1000,\u001B[39;00m\n\u001B[32m 2\u001B[39m \u001B[38;5;66;03m# equivalent to a[0:6:2] = 1000\u001B[39;00m\n\u001B[32m----> \u001B[39m\u001B[32m4\u001B[39m a[:\u001B[32m6\u001B[39m:\u001B[32m2\u001B[39m] = \u001B[32m1000\u001B[39m\n\u001B[32m 6\u001B[39m a\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\numpy\\array_methods.py:598\u001B[39m, in \u001B[36m_unimplemented_setitem\u001B[39m\u001B[34m(self, i, x)\u001B[39m\n\u001B[32m 594\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m_unimplemented_setitem\u001B[39m(\u001B[38;5;28mself\u001B[39m, i, x):\n\u001B[32m 595\u001B[39m msg = (\u001B[33m\"\u001B[39m\u001B[33mJAX arrays are immutable and do not support in-place item assignment.\u001B[39m\u001B[33m\"\u001B[39m\n\u001B[32m 596\u001B[39m \u001B[33m\"\u001B[39m\u001B[33m Instead of x[idx] = y, use x = x.at[idx].set(y) or another .at[] method:\u001B[39m\u001B[33m\"\u001B[39m\n\u001B[32m 597\u001B[39m \u001B[33m\"\u001B[39m\u001B[33m https://docs.jax.dev/en/latest/_autosummary/jax.numpy.ndarray.at.html\u001B[39m\u001B[33m\"\u001B[39m)\n\u001B[32m--> \u001B[39m\u001B[32m598\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mTypeError\u001B[39;00m(msg.format(\u001B[38;5;28mtype\u001B[39m(\u001B[38;5;28mself\u001B[39m)))\n", - "\u001B[31mTypeError\u001B[39m: JAX arrays are immutable and do not support in-place item assignment. Instead of x[idx] = y, use x = x.at[idx].set(y) or another .at[] method: https://docs.jax.dev/en/latest/_autosummary/jax.numpy.ndarray.at.html" - ] - } - ], - "execution_count": 44 + ] }, { "cell_type": "code", "execution_count": 45, "id": "885641f7", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.674873Z", + "iopub.status.busy": "2026-06-19T06:02:24.674697Z", + "iopub.status.idle": "2026-06-19T06:02:24.699544Z", + "shell.execute_reply": "2026-06-19T06:02:24.698678Z" + }, "pycharm": { "name": "#%%\n" } @@ -2123,7 +2389,7 @@ { "data": { "text/plain": [ - "DeviceArray([ 729, 512, 343, 216, 125, 1000, 27, 1000, 1, 1000], dtype=int32)" + "Array([ 729, 512, 343, 216, 125, 1000, 27, 1000, 1, 1000], dtype=int32)" ] }, "execution_count": 45, @@ -2140,6 +2406,12 @@ "execution_count": 46, "id": "0ff1e887", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.701482Z", + "iopub.status.busy": "2026-06-19T06:02:24.701343Z", + "iopub.status.idle": "2026-06-19T06:02:24.727387Z", + "shell.execute_reply": "2026-06-19T06:02:24.726560Z" + }, "pycharm": { "name": "#%%\n" } @@ -2184,6 +2456,12 @@ "execution_count": 47, "id": "27480c78", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.729416Z", + "iopub.status.busy": "2026-06-19T06:02:24.729276Z", + "iopub.status.idle": "2026-06-19T06:02:24.762828Z", + "shell.execute_reply": "2026-06-19T06:02:24.761817Z" + }, "pycharm": { "name": "#%%\n" } @@ -2198,6 +2476,12 @@ "execution_count": 48, "id": "d6154f95", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.764703Z", + "iopub.status.busy": "2026-06-19T06:02:24.764560Z", + "iopub.status.idle": "2026-06-19T06:02:24.796559Z", + "shell.execute_reply": "2026-06-19T06:02:24.795957Z" + }, "pycharm": { "name": "#%%\n" } @@ -2206,7 +2490,7 @@ { "data": { "text/plain": [ - "DeviceArray(11, dtype=int32)" + "Array(11, dtype=int32)" ] }, "execution_count": 48, @@ -2223,6 +2507,12 @@ "execution_count": 49, "id": "4e415280", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.798918Z", + "iopub.status.busy": "2026-06-19T06:02:24.798772Z", + "iopub.status.idle": "2026-06-19T06:02:24.830452Z", + "shell.execute_reply": "2026-06-19T06:02:24.829814Z" + }, "pycharm": { "name": "#%%\n" } @@ -2231,7 +2521,7 @@ { "data": { "text/plain": [ - "DeviceArray([ 1, 5, 9, 13, 17], dtype=int32)" + "Array([ 1, 5, 9, 13, 17], dtype=int32)" ] }, "execution_count": 49, @@ -2248,6 +2538,12 @@ "execution_count": 50, "id": "cdd85a48", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.832430Z", + "iopub.status.busy": "2026-06-19T06:02:24.832300Z", + "iopub.status.idle": "2026-06-19T06:02:24.835942Z", + "shell.execute_reply": "2026-06-19T06:02:24.835226Z" + }, "pycharm": { "name": "#%%\n" } @@ -2256,7 +2552,7 @@ { "data": { "text/plain": [ - "DeviceArray([ 1, 5, 9, 13, 17], dtype=int32)" + "Array([ 1, 5, 9, 13, 17], dtype=int32)" ] }, "execution_count": 50, @@ -2273,6 +2569,12 @@ "execution_count": 51, "id": "0114d873", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.837738Z", + "iopub.status.busy": "2026-06-19T06:02:24.837613Z", + "iopub.status.idle": "2026-06-19T06:02:24.862166Z", + "shell.execute_reply": "2026-06-19T06:02:24.861290Z" + }, "pycharm": { "name": "#%%\n" } @@ -2281,8 +2583,8 @@ { "data": { "text/plain": [ - "DeviceArray([[ 4, 5, 6, 7],\n", - " [ 8, 9, 10, 11]], dtype=int32)" + "Array([[ 4, 5, 6, 7],\n", + " [ 8, 9, 10, 11]], dtype=int32)" ] }, "execution_count": 51, @@ -2311,6 +2613,12 @@ "execution_count": 52, "id": "e422eca2", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.864239Z", + "iopub.status.busy": "2026-06-19T06:02:24.864064Z", + "iopub.status.idle": "2026-06-19T06:02:24.897339Z", + "shell.execute_reply": "2026-06-19T06:02:24.896460Z" + }, "pycharm": { "name": "#%%\n" } @@ -2319,7 +2627,7 @@ { "data": { "text/plain": [ - "DeviceArray([16, 17, 18, 19], dtype=int32)" + "Array([16, 17, 18, 19], dtype=int32)" ] }, "execution_count": 52, @@ -2354,6 +2662,12 @@ "execution_count": 53, "id": "47c9cc2c", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.899348Z", + "iopub.status.busy": "2026-06-19T06:02:24.899190Z", + "iopub.status.idle": "2026-06-19T06:02:24.936628Z", + "shell.execute_reply": "2026-06-19T06:02:24.935710Z" + }, "pycharm": { "name": "#%%\n" } @@ -2368,6 +2682,12 @@ "execution_count": 54, "id": "2999745b", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.939183Z", + "iopub.status.busy": "2026-06-19T06:02:24.939042Z", + "iopub.status.idle": "2026-06-19T06:02:24.972718Z", + "shell.execute_reply": "2026-06-19T06:02:24.971996Z" + }, "pycharm": { "name": "#%%\n" } @@ -2376,10 +2696,10 @@ { "data": { "text/plain": [ - "DeviceArray([[ 8, 9],\n", - " [10, 11],\n", - " [12, 13],\n", - " [14, 15]], dtype=int32)" + "Array([[ 8, 9],\n", + " [10, 11],\n", + " [12, 13],\n", + " [14, 15]], dtype=int32)" ] }, "execution_count": 54, @@ -2396,6 +2716,12 @@ "execution_count": 55, "id": "6e0599df", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:24.974427Z", + "iopub.status.busy": "2026-06-19T06:02:24.974284Z", + "iopub.status.idle": "2026-06-19T06:02:25.008484Z", + "shell.execute_reply": "2026-06-19T06:02:25.007822Z" + }, "pycharm": { "name": "#%%\n" } @@ -2404,12 +2730,12 @@ { "data": { "text/plain": [ - "DeviceArray([[ 1, 3, 5, 7],\n", - " [ 9, 11, 13, 15],\n", - " [17, 19, 21, 23],\n", - " [25, 27, 29, 31],\n", - " [33, 35, 37, 39],\n", - " [41, 43, 45, 47]], dtype=int32)" + "Array([[ 1, 3, 5, 7],\n", + " [ 9, 11, 13, 15],\n", + " [17, 19, 21, 23],\n", + " [25, 27, 29, 31],\n", + " [33, 35, 37, 39],\n", + " [41, 43, 45, 47]], dtype=int32)" ] }, "execution_count": 55, @@ -2438,6 +2764,12 @@ "execution_count": 56, "id": "d2ebe164", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.010679Z", + "iopub.status.busy": "2026-06-19T06:02:25.010543Z", + "iopub.status.idle": "2026-06-19T06:02:25.039986Z", + "shell.execute_reply": "2026-06-19T06:02:25.039218Z" + }, "pycharm": { "name": "#%%\n" } @@ -2510,6 +2842,12 @@ "execution_count": 57, "id": "2f1c90e6", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.042064Z", + "iopub.status.busy": "2026-06-19T06:02:25.041926Z", + "iopub.status.idle": "2026-06-19T06:02:25.045651Z", + "shell.execute_reply": "2026-06-19T06:02:25.044816Z" + }, "pycharm": { "name": "#%%\n" } @@ -2518,8 +2856,9 @@ { "data": { "text/plain": [ - "JaxArray(DeviceArray([0. , 0.11111111, 0.22222222, 0.33333334, 0.44444445,\n", - " 0.5555556 , 0.6666667 , 0.7777778 , 0.8888889 , 1. ], dtype=float32))" + "Array(value=Array([0. , 0.11111111, 0.22222222, 0.33333334, 0.44444445,\n", + " 0.5555556 , 0.6666667 , 0.7777778 , 0.8888889 , 1. ], dtype=float32),\n", + " dtype=float32)" ] }, "execution_count": 57, @@ -2538,6 +2877,12 @@ "execution_count": 58, "id": "056df35d", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.047616Z", + "iopub.status.busy": "2026-06-19T06:02:25.047481Z", + "iopub.status.idle": "2026-06-19T06:02:25.072989Z", + "shell.execute_reply": "2026-06-19T06:02:25.072244Z" + }, "pycharm": { "name": "#%%\n" } @@ -2546,8 +2891,9 @@ { "data": { "text/plain": [ - "JaxArray(DeviceArray([0. , 0.11088263, 0.22039774, 0.32719472, 0.42995638,\n", - " 0.5274154 , 0.6183698 , 0.7016979 , 0.7763719 , 0.84147096], dtype=float32))" + "Array(value=Array([0. , 0.11088263, 0.22039774, 0.32719472, 0.42995638,\n", + " 0.5274154 , 0.6183698 , 0.7016979 , 0.7763719 , 0.84147096], dtype=float32),\n", + " dtype=float32)" ] }, "execution_count": 58, @@ -2566,6 +2912,12 @@ "execution_count": 59, "id": "1fef793c", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.075327Z", + "iopub.status.busy": "2026-06-19T06:02:25.075196Z", + "iopub.status.idle": "2026-06-19T06:02:25.098759Z", + "shell.execute_reply": "2026-06-19T06:02:25.097898Z" + }, "pycharm": { "name": "#%%\n" } @@ -2574,8 +2926,9 @@ { "data": { "text/plain": [ - "JaxArray(DeviceArray([0. , 0.11134101, 0.2240931 , 0.3398369 , 0.460554 ,\n", - " 0.58903104, 0.7297277 , 0.8911225 , 1.0949141 , 1.5707964 ], dtype=float32))" + "Array(value=Array([0. , 0.11134101, 0.2240931 , 0.33983693, 0.46055397,\n", + " 0.589031 , 0.7297277 , 0.8911225 , 1.0949141 , 1.5707964 ], dtype=float32),\n", + " dtype=float32)" ] }, "execution_count": 59, @@ -2592,6 +2945,12 @@ "execution_count": 60, "id": "2f3c8c02", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.100802Z", + "iopub.status.busy": "2026-06-19T06:02:25.100650Z", + "iopub.status.idle": "2026-06-19T06:02:25.151246Z", + "shell.execute_reply": "2026-06-19T06:02:25.150258Z" + }, "pycharm": { "name": "#%%\n" } @@ -2600,8 +2959,9 @@ { "data": { "text/plain": [ - "JaxArray(DeviceArray([0. , 0.11133985, 0.22405571, 0.33954054, 0.45922154,\n", - " 0.58457786, 0.7171585 , 0.8586021 , 1.0106566 , 1.1752012 ], dtype=float32))" + "Array(value=Array([0. , 0.11133985, 0.22405571, 0.33954054, 0.45922154,\n", + " 0.58457786, 0.7171585 , 0.8586021 , 1.0106566 , 1.1752012 ], dtype=float32),\n", + " dtype=float32)" ] }, "execution_count": 60, @@ -2620,6 +2980,12 @@ "execution_count": 61, "id": "3084f5bd", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.153785Z", + "iopub.status.busy": "2026-06-19T06:02:25.153594Z", + "iopub.status.idle": "2026-06-19T06:02:25.177586Z", + "shell.execute_reply": "2026-06-19T06:02:25.176850Z" + }, "pycharm": { "name": "#%%\n" } @@ -2628,7 +2994,7 @@ { "data": { "text/plain": [ - "JaxArray(DeviceArray([0., 0., 0., 0., 0., 1., 1., 1., 1., 1.], dtype=float32))" + "Array(value=Array([0., 0., 0., 0., 0., 1., 1., 1., 1., 1.]), dtype=float32)" ] }, "execution_count": 61, @@ -2647,6 +3013,12 @@ "execution_count": 62, "id": "66de6eeb", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:02:25.179459Z", + "iopub.status.busy": "2026-06-19T06:02:25.179324Z", + "iopub.status.idle": "2026-06-19T06:02:25.202546Z", + "shell.execute_reply": "2026-06-19T06:02:25.201817Z" + }, "pycharm": { "name": "#%%\n" } @@ -2655,7 +3027,7 @@ { "data": { "text/plain": [ - "DeviceArray(5., dtype=float32)" + "Array(5., dtype=float32)" ] }, "execution_count": 62, @@ -2686,7 +3058,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_math/control_flows.ipynb b/docs/tutorial_math/control_flows.ipynb index 38fd1fe77..6cfaf03e1 100644 --- a/docs/tutorial_math/control_flows.ipynb +++ b/docs/tutorial_math/control_flows.ipynb @@ -40,40 +40,50 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "38a2bb50", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:00:29.892608Z", "start_time": "2025-10-06T04:00:26.024279Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:00.102871Z", + "iopub.status.busy": "2026-06-19T06:03:00.102723Z", + "iopub.status.idle": "2026-06-19T06:03:05.656220Z", + "shell.execute_reply": "2026-06-19T06:03:05.655203Z" } }, + "outputs": [], "source": [ "import brainpy as bp\n", "import brainpy.math as bm\n", "\n", "bm.set_platform('cpu')" - ], - "outputs": [], - "execution_count": 1 + ] }, { "cell_type": "code", + "execution_count": 2, "id": "4dd6ae3c3ac8fb4d", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:29.907013Z", "start_time": "2025-10-06T04:00:29.899816Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.658484Z", + "iopub.status.busy": "2026-06-19T06:03:05.658187Z", + "iopub.status.idle": "2026-06-19T06:03:05.662929Z", + "shell.execute_reply": "2026-06-19T06:03:05.661973Z" } }, - "source": [ - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.7.8'" ] }, "execution_count": 2, @@ -81,7 +91,9 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -129,14 +141,22 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "23fbea620f3eefa2", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:29.930155Z", "start_time": "2025-10-06T04:00:29.925651Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.664537Z", + "iopub.status.busy": "2026-06-19T06:03:05.664391Z", + "iopub.status.idle": "2026-06-19T06:03:05.667542Z", + "shell.execute_reply": "2026-06-19T06:03:05.666830Z" } }, + "outputs": [], "source": [ "class OddEven(bp.BrainPyObject):\n", " def __init__(self, type_=1):\n", @@ -152,9 +172,7 @@ " else:\n", " raise ValueError(f'Unknown type: {self.type_}')\n", " return self.a" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -168,19 +186,21 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "5e17f40b11e06350", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:29.999383Z", "start_time": "2025-10-06T04:00:29.957254Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.669171Z", + "iopub.status.busy": "2026-06-19T06:03:05.669033Z", + "iopub.status.idle": "2026-06-19T06:03:05.711347Z", + "shell.execute_reply": "2026-06-19T06:03:05.710438Z" } }, - "source": [ - "model = bm.jit(OddEven(type_=1))\n", - "\n", - "model()" - ], "outputs": [ { "data": { @@ -193,23 +213,29 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "model = bm.jit(OddEven(type_=1))\n", + "\n", + "model()" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "1334846bd3ed43", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.031850Z", "start_time": "2025-10-06T04:00:30.005727Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.713297Z", + "iopub.status.busy": "2026-06-19T06:03:05.713043Z", + "iopub.status.idle": "2026-06-19T06:03:05.742092Z", + "shell.execute_reply": "2026-06-19T06:03:05.741194Z" } }, - "source": [ - "model = bm.jit(OddEven(type_=2))\n", - "\n", - "model()" - ], "outputs": [ { "data": { @@ -222,25 +248,29 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "model = bm.jit(OddEven(type_=2))\n", + "\n", + "model()" + ] }, { "cell_type": "code", + "execution_count": 6, "id": "9dc5b569a2e95727", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.060222Z", "start_time": "2025-10-06T04:00:30.038805Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.743870Z", + "iopub.status.busy": "2026-06-19T06:03:05.743721Z", + "iopub.status.idle": "2026-06-19T06:03:05.751779Z", + "shell.execute_reply": "2026-06-19T06:03:05.750800Z" } }, - "source": [ - "try:\n", - " model = bm.jit(OddEven(type_=3))\n", - " model()\n", - "except ValueError as e:\n", - " print(f\"ValueError: {str(e)}\")" - ], "outputs": [ { "name": "stdout", @@ -250,7 +280,13 @@ ] } ], - "execution_count": 6 + "source": [ + "try:\n", + " model = bm.jit(OddEven(type_=3))\n", + " model()\n", + "except ValueError as e:\n", + " print(f\"ValueError: {str(e)}\")" + ] }, { "cell_type": "markdown", @@ -274,14 +310,22 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "639811afe3af4e79", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.070139Z", "start_time": "2025-10-06T04:00:30.066414Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.753591Z", + "iopub.status.busy": "2026-06-19T06:03:05.753433Z", + "iopub.status.idle": "2026-06-19T06:03:05.757117Z", + "shell.execute_reply": "2026-06-19T06:03:05.756092Z" } }, + "outputs": [], "source": [ "class OddEvenCauseError(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -293,28 +337,25 @@ " if self.rand < 0.5: self.a += 1\n", " else: self.a -= 1\n", " return self.a" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, "id": "eac384ce730144be", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.258572Z", "start_time": "2025-10-06T04:00:30.088899Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.759191Z", + "iopub.status.busy": "2026-06-19T06:03:05.759034Z", + "iopub.status.idle": "2026-06-19T06:03:05.927537Z", + "shell.execute_reply": "2026-06-19T06:03:05.926683Z" } }, - "source": [ - "wrong_model = bm.jit(OddEvenCauseError())\n", - "\n", - "try:\n", - " wrong_model()\n", - "except Exception as e:\n", - " print(f\"{e.__class__.__name__}: {str(e)}\")" - ], "outputs": [ { "name": "stdout", @@ -325,7 +366,14 @@ ] } ], - "execution_count": 8 + "source": [ + "wrong_model = bm.jit(OddEvenCauseError())\n", + "\n", + "try:\n", + " wrong_model()\n", + "except Exception as e:\n", + " print(f\"{e.__class__.__name__}: {str(e)}\")" + ] }, { "cell_type": "markdown", @@ -362,18 +410,21 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "182ae1cae035ca96", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.285530Z", "start_time": "2025-10-06T04:00:30.263648Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.929357Z", + "iopub.status.busy": "2026-06-19T06:03:05.929211Z", + "iopub.status.idle": "2026-06-19T06:03:05.951692Z", + "shell.execute_reply": "2026-06-19T06:03:05.950925Z" } }, - "source": [ - "a = 1.\n", - "bm.where(a < 0, 0., 1.)" - ], "outputs": [ { "data": { @@ -386,27 +437,33 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "a = 1.\n", + "bm.where(a < 0, 0., 1.)" + ] }, { "cell_type": "code", + "execution_count": 10, "id": "24b8510d06a06812", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.432160Z", "start_time": "2025-10-06T04:00:30.304491Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:05.953468Z", + "iopub.status.busy": "2026-06-19T06:03:05.953308Z", + "iopub.status.idle": "2026-06-19T06:03:06.053269Z", + "shell.execute_reply": "2026-06-19T06:03:06.052419Z" } }, - "source": [ - "a = bm.random.random(5)\n", - "bm.where(a < 0.5, 0., 1.)" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([1., 1., 0., 0., 1.]), dtype=float32)" + "Array(value=Array([0., 1., 0., 1., 0.]), dtype=float32)" ] }, "execution_count": 10, @@ -414,28 +471,34 @@ "output_type": "execute_result" } ], - "execution_count": 10 + "source": [ + "a = bm.random.random(5)\n", + "bm.where(a < 0.5, 0., 1.)" + ] }, { "cell_type": "code", + "execution_count": 11, "id": "1f6d7e039fb7421c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.583838Z", "start_time": "2025-10-06T04:00:30.452768Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.054913Z", + "iopub.status.busy": "2026-06-19T06:03:06.054763Z", + "iopub.status.idle": "2026-06-19T06:03:06.201838Z", + "shell.execute_reply": "2026-06-19T06:03:06.200906Z" } }, - "source": [ - "a = bm.random.random((3, 3))\n", - "bm.where(a < 0.5, 0., 1.)" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([[0., 1., 0.],\n", - " [1., 0., 1.],\n", + "Array(value=Array([[1., 1., 0.],\n", + " [1., 1., 1.],\n", " [1., 1., 1.]]),\n", " dtype=float32)" ] @@ -445,7 +508,10 @@ "output_type": "execute_result" } ], - "execution_count": 11 + "source": [ + "a = bm.random.random((3, 3))\n", + "bm.where(a < 0.5, 0., 1.)" + ] }, { "cell_type": "markdown", @@ -459,14 +525,22 @@ }, { "cell_type": "code", + "execution_count": 12, "id": "be48e4fc29e6cfbe", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.592396Z", "start_time": "2025-10-06T04:00:30.589025Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.203615Z", + "iopub.status.busy": "2026-06-19T06:03:06.203458Z", + "iopub.status.idle": "2026-06-19T06:03:06.206752Z", + "shell.execute_reply": "2026-06-19T06:03:06.205856Z" } }, + "outputs": [], "source": [ "class OddEvenWhere(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -477,29 +551,30 @@ " def __call__(self):\n", " self.a += bm.where(self.rand < 0.5, 1., -1.)\n", " return self.a" - ], - "outputs": [], - "execution_count": 12 + ] }, { "cell_type": "code", + "execution_count": 13, "id": "99a8a56dd22ff7b8", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.644021Z", "start_time": "2025-10-06T04:00:30.608950Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.208603Z", + "iopub.status.busy": "2026-06-19T06:03:06.208452Z", + "iopub.status.idle": "2026-06-19T06:03:06.239526Z", + "shell.execute_reply": "2026-06-19T06:03:06.238679Z" } }, - "source": [ - "model = bm.jit(OddEvenWhere())\n", - "model()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([-1.], dtype=float32)" + "Array([1.], dtype=float32)" ] }, "execution_count": 13, @@ -507,7 +582,10 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "model = bm.jit(OddEvenWhere())\n", + "model()" + ] }, { "cell_type": "markdown", @@ -552,14 +630,22 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "87052073a05de81b", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:30.653504Z", "start_time": "2025-10-06T04:00:30.646897Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.241394Z", + "iopub.status.busy": "2026-06-19T06:03:06.241244Z", + "iopub.status.idle": "2026-06-19T06:03:06.244343Z", + "shell.execute_reply": "2026-06-19T06:03:06.243661Z" } }, + "outputs": [], "source": [ "class OddEvenCond(bp.BrainPyObject):\n", " def __init__(self):\n", @@ -571,57 +657,41 @@ " self.a += bm.ifelse(self.rand[0] < 0.5,\n", " [lambda: 1., lambda: -1.])\n", " return self.a" - ], - "outputs": [], - "execution_count": 14 + ] }, { "cell_type": "code", + "execution_count": 15, "id": "b2bc687032e46f6e", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:00:33.238378Z", "start_time": "2025-10-06T04:00:30.670055Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.246099Z", + "iopub.status.busy": "2026-06-19T06:03:06.245944Z", + "iopub.status.idle": "2026-06-19T06:03:06.319265Z", + "shell.execute_reply": "2026-06-19T06:03:06.318517Z" } }, - "source": [ - "model = bm.jit(OddEvenCond())\n", - "model()" - ], "outputs": [ { - "ename": "TypeError", - "evalue": "len() of unsized object", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mIndexError\u001B[39m Traceback (most recent call last)", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\core.py:2234\u001B[39m, in \u001B[36mShapedArray._len\u001B[39m\u001B[34m(self, ignored_tracer)\u001B[39m\n\u001B[32m 2233\u001B[39m \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m2234\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m.shape[\u001B[32m0\u001B[39m]\n\u001B[32m 2235\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mIndexError\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m err:\n", - "\u001B[31mIndexError\u001B[39m: tuple index out of range", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001B[31mTypeError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[15]\u001B[39m\u001B[32m, line 2\u001B[39m\n\u001B[32m 1\u001B[39m model = bm.jit(OddEvenCond())\n\u001B[32m----> \u001B[39m\u001B[32m2\u001B[39m model()\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_jit.py:97\u001B[39m, in \u001B[36m_get_jitted_fun..jitted_fun\u001B[39m\u001B[34m(*args, **params)\u001B[39m\n\u001B[32m 94\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m fun.fun(*args, **params)\n\u001B[32m 96\u001B[39m \u001B[38;5;66;03m# compile the function and get the state trace\u001B[39;00m\n\u001B[32m---> \u001B[39m\u001B[32m97\u001B[39m state_trace = fun.get_state_trace_by_call(*args, **params)\n\u001B[32m 98\u001B[39m read_state_vals = state_trace.get_read_state_values(\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[32m 100\u001B[39m \u001B[38;5;66;03m# call the jitted function\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:689\u001B[39m, in \u001B[36mStatefulFunction.get_state_trace_by_call\u001B[39m\u001B[34m(self, compile_if_miss, *args, **kwargs)\u001B[39m\n\u001B[32m 671\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mget_state_trace_by_call\u001B[39m(\u001B[38;5;28mself\u001B[39m, *args, compile_if_miss: \u001B[38;5;28mbool\u001B[39m = \u001B[38;5;28;01mTrue\u001B[39;00m, **kwargs) -> StateTraceStack:\n\u001B[32m 672\u001B[39m \u001B[38;5;250m \u001B[39m\u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 673\u001B[39m \u001B[33;03m Read the state trace of the function.\u001B[39;00m\n\u001B[32m 674\u001B[39m \n\u001B[32m (...)\u001B[39m\u001B[32m 687\u001B[39m \u001B[33;03m The state trace of the function.\u001B[39;00m\n\u001B[32m 688\u001B[39m \u001B[33;03m \"\"\"\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m689\u001B[39m cache_key = \u001B[38;5;28mself\u001B[39m.get_arg_cache_key(*args, **kwargs, compile_if_miss=compile_if_miss)\n\u001B[32m 690\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m.get_state_trace(cache_key)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:839\u001B[39m, in \u001B[36mStatefulFunction.get_arg_cache_key\u001B[39m\u001B[34m(self, compile_if_miss, *args, **kwargs)\u001B[39m\n\u001B[32m 831\u001B[39m cache_key = hashabledict(\n\u001B[32m 832\u001B[39m static_args=static_args,\n\u001B[32m 833\u001B[39m dyn_args=dyn_args,\n\u001B[32m 834\u001B[39m static_kwargs=static_kwargs,\n\u001B[32m 835\u001B[39m dyn_kwargs=dyn_kwargs,\n\u001B[32m 836\u001B[39m )\n\u001B[32m 838\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m cache_key \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mself\u001B[39m._cached_state_trace \u001B[38;5;129;01mand\u001B[39;00m compile_if_miss:\n\u001B[32m--> \u001B[39m\u001B[32m839\u001B[39m \u001B[38;5;28mself\u001B[39m.make_jaxpr(*args, **kwargs)\n\u001B[32m 841\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m cache_key\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:950\u001B[39m, in \u001B[36mStatefulFunction.make_jaxpr\u001B[39m\u001B[34m(self, *args, **kwargs)\u001B[39m\n\u001B[32m 948\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_out_shapes.pop(cache_key, \u001B[38;5;28;01mNone\u001B[39;00m)\n\u001B[32m 949\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_jaxpr.pop(cache_key, \u001B[38;5;28;01mNone\u001B[39;00m)\n\u001B[32m--> \u001B[39m\u001B[32m950\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m e\n\u001B[32m 952\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:928\u001B[39m, in \u001B[36mStatefulFunction.make_jaxpr\u001B[39m\u001B[34m(self, *args, **kwargs)\u001B[39m\n\u001B[32m 926\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 927\u001B[39m dyn_kwargs[k] = v\n\u001B[32m--> \u001B[39m\u001B[32m928\u001B[39m jaxpr, (out_shapes, state_shapes) = _make_jaxpr(\n\u001B[32m 929\u001B[39m functools.partial(\n\u001B[32m 930\u001B[39m \u001B[38;5;28mself\u001B[39m._wrapped_fun_to_eval,\n\u001B[32m 931\u001B[39m cache_key,\n\u001B[32m 932\u001B[39m static_kwargs,\n\u001B[32m 933\u001B[39m return_only_write=\u001B[38;5;28mself\u001B[39m.return_only_write,\n\u001B[32m 934\u001B[39m ),\n\u001B[32m 935\u001B[39m static_argnums=\u001B[38;5;28mself\u001B[39m.static_argnums,\n\u001B[32m 936\u001B[39m axis_env=\u001B[38;5;28mself\u001B[39m.axis_env,\n\u001B[32m 937\u001B[39m return_shape=\u001B[38;5;28;01mTrue\u001B[39;00m,\n\u001B[32m 938\u001B[39m abstracted_axes=\u001B[38;5;28mself\u001B[39m.abstracted_axes,\n\u001B[32m 939\u001B[39m )(*args, **dyn_kwargs)\n\u001B[32m 940\u001B[39m \u001B[38;5;66;03m# returns\u001B[39;00m\n\u001B[32m 941\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_jaxpr_out_tree.set(cache_key, jax.tree.structure((out_shapes, state_shapes)))\n", - " \u001B[31m[... skipping hidden 1 frame]\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:1399\u001B[39m, in \u001B[36m_make_jaxpr..make_jaxpr_f\u001B[39m\u001B[34m(*args, **kwargs)\u001B[39m\n\u001B[32m 1397\u001B[39m jaxpr, out_type, consts = pe.trace_to_jaxpr_dynamic2(f, debug_info=debug_info_)\n\u001B[32m 1398\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m1399\u001B[39m jaxpr, out_type, consts = pe.trace_to_jaxpr_dynamic2(f)\n\u001B[32m 1400\u001B[39m closed_jaxpr = ClosedJaxpr(jaxpr, consts)\n\u001B[32m 1401\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m return_shape:\n", - " \u001B[31m[... skipping hidden 5 frame]\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:874\u001B[39m, in \u001B[36mStatefulFunction._wrapped_fun_to_eval\u001B[39m\u001B[34m(self, cache_key, static_kwargs, return_only_write, *args, **dyn_kwargs)\u001B[39m\n\u001B[32m 872\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_state_trace.set(cache_key, state_trace)\n\u001B[32m 873\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m state_trace:\n\u001B[32m--> \u001B[39m\u001B[32m874\u001B[39m out = \u001B[38;5;28mself\u001B[39m.fun(*args, **dyn_kwargs, **static_kwargs)\n\u001B[32m 875\u001B[39m state_values = (\n\u001B[32m 876\u001B[39m state_trace.get_write_state_values(\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[32m 877\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m return_only_write \u001B[38;5;28;01melse\u001B[39;00m\n\u001B[32m 878\u001B[39m state_trace.get_state_values()\n\u001B[32m 879\u001B[39m )\n\u001B[32m 880\u001B[39m state_trace.recovery_original_values()\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\math\\object_transform\\_utils.py:68\u001B[39m, in \u001B[36mwarp_to_no_state_input_output..wrapper\u001B[39m\u001B[34m(*args, **kwargs)\u001B[39m\n\u001B[32m 65\u001B[39m \u001B[38;5;129m@wraps\u001B[39m(fn)\n\u001B[32m 66\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mwrapper\u001B[39m(*args, **kwargs):\n\u001B[32m 67\u001B[39m args, kwargs = jax.tree.map(_remove_state, (args, kwargs), is_leaf=\u001B[38;5;28;01mlambda\u001B[39;00m x: \u001B[38;5;28misinstance\u001B[39m(x, brainstate.State))\n\u001B[32m---> \u001B[39m\u001B[32m68\u001B[39m out = fn(*args, **kwargs)\n\u001B[32m 69\u001B[39m out = jax.tree.map(_remove_state, out, is_leaf=\u001B[38;5;28;01mlambda\u001B[39;00m x: \u001B[38;5;28misinstance\u001B[39m(x, brainstate.State))\n\u001B[32m 70\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m out\n", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[14]\u001B[39m\u001B[32m, line 8\u001B[39m, in \u001B[36mOddEvenCond.__call__\u001B[39m\u001B[34m(self)\u001B[39m\n\u001B[32m 7\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m__call__\u001B[39m(\u001B[38;5;28mself\u001B[39m):\n\u001B[32m----> \u001B[39m\u001B[32m8\u001B[39m \u001B[38;5;28mself\u001B[39m.a += bm.ifelse(\u001B[38;5;28mself\u001B[39m.rand[\u001B[32m0\u001B[39m] < \u001B[32m0.5\u001B[39m,\n\u001B[32m 9\u001B[39m [\u001B[38;5;28;01mlambda\u001B[39;00m: \u001B[32m1.\u001B[39m, \u001B[38;5;28;01mlambda\u001B[39;00m: -\u001B[32m1.\u001B[39m])\n\u001B[32m 10\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m.a\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\math\\object_transform\\controls.py:187\u001B[39m, in \u001B[36mifelse\u001B[39m\u001B[34m(conditions, branches, operands)\u001B[39m\n\u001B[32m 183\u001B[39m exclusive_conditions.append(all_false)\n\u001B[32m 185\u001B[39m conditions = exclusive_conditions\n\u001B[32m--> \u001B[39m\u001B[32m187\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m brainstate.transform.ifelse(conditions, branches, *operands)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_conditions.py:306\u001B[39m, in \u001B[36mifelse\u001B[39m\u001B[34m(conditions, branches, check_cond, *operands)\u001B[39m\n\u001B[32m 304\u001B[39m \u001B[38;5;28;01melif\u001B[39;00m \u001B[38;5;28mlen\u001B[39m(branches) == \u001B[32m1\u001B[39m:\n\u001B[32m 305\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m branches[\u001B[32m0\u001B[39m](*operands)\n\u001B[32m--> \u001B[39m\u001B[32m306\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mlen\u001B[39m(conditions) != \u001B[38;5;28mlen\u001B[39m(branches):\n\u001B[32m 307\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mValueError\u001B[39;00m(\u001B[33m\"\u001B[39m\u001B[33mThe number of conditions should be equal to the number of branches.\u001B[39m\u001B[33m\"\u001B[39m)\n\u001B[32m 309\u001B[39m \u001B[38;5;66;03m# format index\u001B[39;00m\n", - " \u001B[31m[... skipping hidden 1 frame]\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32m~\\miniconda3\\envs\\bdp\\Lib\\site-packages\\jax\\_src\\core.py:2236\u001B[39m, in \u001B[36mShapedArray._len\u001B[39m\u001B[34m(self, ignored_tracer)\u001B[39m\n\u001B[32m 2234\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m.shape[\u001B[32m0\u001B[39m]\n\u001B[32m 2235\u001B[39m \u001B[38;5;28;01mexcept\u001B[39;00m \u001B[38;5;167;01mIndexError\u001B[39;00m \u001B[38;5;28;01mas\u001B[39;00m err:\n\u001B[32m-> \u001B[39m\u001B[32m2236\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mTypeError\u001B[39;00m(\u001B[33m\"\u001B[39m\u001B[33mlen() of unsized object\u001B[39m\u001B[33m\"\u001B[39m) \u001B[38;5;28;01mfrom\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34;01merr\u001B[39;00m\n", - "\u001B[31mTypeError\u001B[39m: len() of unsized object" - ] + "data": { + "text/plain": [ + "Array([1.], dtype=float32)" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "model = bm.jit(OddEvenCond())\n", + "model()" + ] }, { "cell_type": "markdown", @@ -681,7 +751,13 @@ "end_time": "2025-10-06T04:00:33.240385800Z", "start_time": "2023-11-05T01:49:50.767081400Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.321057Z", + "iopub.status.busy": "2026-06-19T06:03:06.320909Z", + "iopub.status.idle": "2026-06-19T06:03:06.324079Z", + "shell.execute_reply": "2026-06-19T06:03:06.322918Z" + } }, "outputs": [], "source": [ @@ -699,7 +775,13 @@ "end_time": "2025-10-06T04:00:33.241393300Z", "start_time": "2023-11-05T01:49:50.773526Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.326345Z", + "iopub.status.busy": "2026-06-19T06:03:06.326172Z", + "iopub.status.idle": "2026-06-19T06:03:06.783970Z", + "shell.execute_reply": "2026-06-19T06:03:06.783023Z" + } }, "outputs": [ { @@ -726,7 +808,13 @@ "end_time": "2025-10-06T04:00:33.241393300Z", "start_time": "2023-11-05T01:49:50.819594200Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.786432Z", + "iopub.status.busy": "2026-06-19T06:03:06.786254Z", + "iopub.status.idle": "2026-06-19T06:03:06.805192Z", + "shell.execute_reply": "2026-06-19T06:03:06.803805Z" + } }, "outputs": [ { @@ -753,7 +841,13 @@ "end_time": "2025-10-06T04:00:33.241393300Z", "start_time": "2023-11-05T01:49:50.838919Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.807215Z", + "iopub.status.busy": "2026-06-19T06:03:06.807058Z", + "iopub.status.idle": "2026-06-19T06:03:06.825344Z", + "shell.execute_reply": "2026-06-19T06:03:06.824427Z" + } }, "outputs": [ { @@ -780,7 +874,13 @@ "end_time": "2025-10-06T04:00:33.241393300Z", "start_time": "2023-11-05T01:49:50.864183500Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.827097Z", + "iopub.status.busy": "2026-06-19T06:03:06.826944Z", + "iopub.status.idle": "2026-06-19T06:03:06.848443Z", + "shell.execute_reply": "2026-06-19T06:03:06.847430Z" + } }, "outputs": [ { @@ -807,7 +907,13 @@ "end_time": "2025-10-06T04:00:33.241393300Z", "start_time": "2023-11-05T01:49:50.895823700Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.850605Z", + "iopub.status.busy": "2026-06-19T06:03:06.850434Z", + "iopub.status.idle": "2026-06-19T06:03:06.869268Z", + "shell.execute_reply": "2026-06-19T06:03:06.868322Z" + } }, "outputs": [ { @@ -844,7 +950,13 @@ "end_time": "2025-10-06T04:00:33.242801500Z", "start_time": "2023-11-05T01:49:50.921011400Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.870929Z", + "iopub.status.busy": "2026-06-19T06:03:06.870765Z", + "iopub.status.idle": "2026-06-19T06:03:06.874171Z", + "shell.execute_reply": "2026-06-19T06:03:06.873328Z" + } }, "outputs": [], "source": [ @@ -867,7 +979,13 @@ "end_time": "2025-10-06T04:00:33.242801500Z", "start_time": "2023-11-05T01:49:50.922795400Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.876177Z", + "iopub.status.busy": "2026-06-19T06:03:06.876021Z", + "iopub.status.idle": "2026-06-19T06:03:06.913063Z", + "shell.execute_reply": "2026-06-19T06:03:06.912273Z" + } }, "outputs": [ { @@ -894,7 +1012,13 @@ "end_time": "2025-10-06T04:00:33.243811400Z", "start_time": "2023-11-05T01:49:50.958944Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.914825Z", + "iopub.status.busy": "2026-06-19T06:03:06.914664Z", + "iopub.status.idle": "2026-06-19T06:03:06.951038Z", + "shell.execute_reply": "2026-06-19T06:03:06.950195Z" + } }, "outputs": [ { @@ -921,7 +1045,13 @@ "end_time": "2025-10-06T04:00:33.247808500Z", "start_time": "2023-11-05T01:49:50.996158400Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.953023Z", + "iopub.status.busy": "2026-06-19T06:03:06.952867Z", + "iopub.status.idle": "2026-06-19T06:03:06.988016Z", + "shell.execute_reply": "2026-06-19T06:03:06.987084Z" + } }, "outputs": [ { @@ -948,7 +1078,13 @@ "end_time": "2025-10-06T04:00:33.247808500Z", "start_time": "2023-11-05T01:49:51.021265500Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:06.989763Z", + "iopub.status.busy": "2026-06-19T06:03:06.989589Z", + "iopub.status.idle": "2026-06-19T06:03:07.026387Z", + "shell.execute_reply": "2026-06-19T06:03:07.025427Z" + } }, "outputs": [ { @@ -975,7 +1111,13 @@ "end_time": "2025-10-06T04:00:33.248811400Z", "start_time": "2023-11-05T01:49:51.056306100Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:07.028206Z", + "iopub.status.busy": "2026-06-19T06:03:07.028051Z", + "iopub.status.idle": "2026-06-19T06:03:07.064301Z", + "shell.execute_reply": "2026-06-19T06:03:07.063429Z" + } }, "outputs": [ { @@ -1012,15 +1154,21 @@ "end_time": "2025-10-06T04:00:33.248811400Z", "start_time": "2023-11-05T01:49:51.086629Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:07.066068Z", + "iopub.status.busy": "2026-06-19T06:03:07.065908Z", + "iopub.status.idle": "2026-06-19T06:03:07.344933Z", + "shell.execute_reply": "2026-06-19T06:03:07.343995Z" + } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "a: Variable(value=Array([1., 1.]), dtype=float32)\n", - "b: Variable(value=Array([0., 0.]), dtype=float32)\n" + "a: [1. 1.]\n", + "b: [0. 0.]\n" ] } ], @@ -1091,7 +1239,13 @@ "end_time": "2025-10-06T04:00:33.259812100Z", "start_time": "2023-11-05T01:49:51.154597600Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:07.346812Z", + "iopub.status.busy": "2026-06-19T06:03:07.346657Z", + "iopub.status.idle": "2026-06-19T06:03:07.350389Z", + "shell.execute_reply": "2026-06-19T06:03:07.349489Z" + } }, "outputs": [], "source": [ @@ -1117,7 +1271,13 @@ "end_time": "2025-10-06T04:00:33.276869300Z", "start_time": "2023-11-05T01:49:51.156115200Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:07.352137Z", + "iopub.status.busy": "2026-06-19T06:03:07.351979Z", + "iopub.status.idle": "2026-06-19T06:03:07.354991Z", + "shell.execute_reply": "2026-06-19T06:03:07.354133Z" + } }, "outputs": [], "source": [ @@ -1141,14 +1301,20 @@ "end_time": "2025-10-06T04:00:33.277867Z", "start_time": "2023-11-05T01:49:51.160358900Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:07.356669Z", + "iopub.status.busy": "2026-06-19T06:03:07.356507Z", + "iopub.status.idle": "2026-06-19T06:03:08.010411Z", + "shell.execute_reply": "2026-06-19T06:03:08.009567Z" + } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Result: [501.74664], Time: 1.4419348239898682\n" + "Result: [493.30545], Time: 0.5508873462677002\n" ] } ], @@ -1168,14 +1334,20 @@ "end_time": "2025-10-06T04:00:33.278865Z", "start_time": "2023-11-05T01:49:52.750845600Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:08.012092Z", + "iopub.status.busy": "2026-06-19T06:03:08.011928Z", + "iopub.status.idle": "2026-06-19T06:03:08.015559Z", + "shell.execute_reply": "2026-06-19T06:03:08.014676Z" + } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Result: [1003.4931], Time: 0.0\n" + "Result: [986.6112], Time: 0.0005476474761962891\n" ] } ], @@ -1282,7 +1454,13 @@ "end_time": "2025-10-06T04:00:33.278865Z", "start_time": "2023-11-05T01:49:52.760981600Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:08.017322Z", + "iopub.status.busy": "2026-06-19T06:03:08.017179Z", + "iopub.status.idle": "2026-06-19T06:03:08.020398Z", + "shell.execute_reply": "2026-06-19T06:03:08.019585Z" + } }, "outputs": [], "source": [ @@ -1310,7 +1488,13 @@ "end_time": "2025-10-06T04:00:33.278865Z", "start_time": "2023-11-05T01:49:52.787409300Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:08.021923Z", + "iopub.status.busy": "2026-06-19T06:03:08.021777Z", + "iopub.status.idle": "2026-06-19T06:03:08.066248Z", + "shell.execute_reply": "2026-06-19T06:03:08.065439Z" + } }, "outputs": [ { @@ -1391,14 +1575,20 @@ "end_time": "2025-10-06T04:00:33.286948700Z", "start_time": "2023-11-05T01:49:52.828787600Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:08.068001Z", + "iopub.status.busy": "2026-06-19T06:03:08.067840Z", + "iopub.status.idle": "2026-06-19T06:03:08.090874Z", + "shell.execute_reply": "2026-06-19T06:03:08.090088Z" + } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Variable(value=Array([55.]), dtype=float32) Variable(value=Array([10.]), dtype=float32)\n" + "[55.] [10.]\n" ] } ], @@ -1447,7 +1637,13 @@ "end_time": "2025-10-06T04:00:33.287945500Z", "start_time": "2023-11-05T01:49:52.858201900Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:08.092747Z", + "iopub.status.busy": "2026-06-19T06:03:08.092600Z", + "iopub.status.idle": "2026-06-19T06:03:08.115203Z", + "shell.execute_reply": "2026-06-19T06:03:08.114552Z" + } }, "outputs": [ { @@ -1469,7 +1665,7 @@ "\n", "def body_f(counter):\n", " i.value += 1.\n", - " return counter + i[0]\n", + " return (counter + i[0], )\n", "\n", "bm.while_loop(body_f, cond_f, operands=(1., ))" ] @@ -1494,7 +1690,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_math/variables.ipynb b/docs/tutorial_math/variables.ipynb index 8ff792acc..2d3155f44 100644 --- a/docs/tutorial_math/variables.ipynb +++ b/docs/tutorial_math/variables.ipynb @@ -36,25 +36,25 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "7188b466", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.256740Z", "start_time": "2025-10-06T04:03:20.037173Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:11.448531Z", + "iopub.status.busy": "2026-06-19T06:03:11.448397Z", + "iopub.status.idle": "2026-06-19T06:03:18.473477Z", + "shell.execute_reply": "2026-06-19T06:03:18.472473Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.7.8'" ] }, "execution_count": 1, @@ -62,7 +62,13 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -100,22 +106,25 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "9bdceead", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.515511Z", "start_time": "2025-10-06T04:03:24.285432Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.475425Z", + "iopub.status.busy": "2026-06-19T06:03:18.475151Z", + "iopub.status.idle": "2026-06-19T06:03:18.649081Z", + "shell.execute_reply": "2026-06-19T06:03:18.648107Z" } }, - "source": [ - "b1 = bm.random.random(5)\n", - "b1" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.7180916 , 0.5760685 , 0.6447711 , 0.92505515, 0.74312174], dtype=float32)" + "Array([0.24715889, 0.3556596 , 0.2603606 , 0.05203128, 0.8288523 ], dtype=float32)" ] }, "execution_count": 2, @@ -123,21 +132,27 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "b1 = bm.random.random(5)\n", + "b1" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "d9d16723", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.526704Z", "start_time": "2025-10-06T04:03:24.518256Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.650874Z", + "iopub.status.busy": "2026-06-19T06:03:18.650723Z", + "iopub.status.idle": "2026-06-19T06:03:18.654393Z", + "shell.execute_reply": "2026-06-19T06:03:18.653535Z" } }, - "source": [ - "b2 = bm.Variable(b1)\n", - "b2" - ], "outputs": [ { "data": { @@ -154,7 +169,10 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "b2 = bm.Variable(b1)\n", + "b2" + ] }, { "cell_type": "markdown", @@ -168,21 +186,25 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "a7c53a9a", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.544525Z", "start_time": "2025-10-06T04:03:24.538826Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.656057Z", + "iopub.status.busy": "2026-06-19T06:03:18.655900Z", + "iopub.status.idle": "2026-06-19T06:03:18.659783Z", + "shell.execute_reply": "2026-06-19T06:03:18.658915Z" } }, - "source": [ - "b2.value" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.7180916 , 0.5760685 , 0.6447711 , 0.92505515, 0.74312174], dtype=float32)" + "Array([0.24715889, 0.3556596 , 0.2603606 , 0.05203128, 0.8288523 ], dtype=float32)" ] }, "execution_count": 4, @@ -190,20 +212,26 @@ "output_type": "execute_result" } ], - "execution_count": 4 + "source": [ + "b2.value" + ] }, { "cell_type": "code", + "execution_count": 5, "id": "1c6621b7", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.640359Z", "start_time": "2025-10-06T04:03:24.602338Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.661668Z", + "iopub.status.busy": "2026-06-19T06:03:18.661483Z", + "iopub.status.idle": "2026-06-19T06:03:18.705770Z", + "shell.execute_reply": "2026-06-19T06:03:18.704837Z" } }, - "source": [ - "(b2.value == b1).all()" - ], "outputs": [ { "data": { @@ -216,7 +244,9 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "(b2.value == b1).all()" + ] }, { "cell_type": "markdown", @@ -230,21 +260,25 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "0824d649", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.707512Z", "start_time": "2025-10-06T04:03:24.677241Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.707945Z", + "iopub.status.busy": "2026-06-19T06:03:18.707788Z", + "iopub.status.idle": "2026-06-19T06:03:18.731227Z", + "shell.execute_reply": "2026-06-19T06:03:18.730332Z" } }, - "source": [ - "b2 + 1." - ], "outputs": [ { "data": { "text/plain": [ - "Array([1.7180916, 1.5760685, 1.6447711, 1.9250551, 1.7431217], dtype=float32)" + "Array([1.2471589, 1.3556596, 1.2603606, 1.0520313, 1.8288523], dtype=float32)" ] }, "execution_count": 6, @@ -252,25 +286,31 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "b2 + 1." + ] }, { "cell_type": "code", + "execution_count": 7, "id": "628fbecc", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.742477Z", "start_time": "2025-10-06T04:03:24.721153Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.732710Z", + "iopub.status.busy": "2026-06-19T06:03:18.732563Z", + "iopub.status.idle": "2026-06-19T06:03:18.756009Z", + "shell.execute_reply": "2026-06-19T06:03:18.755152Z" } }, - "source": [ - "b2 ** 2" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.5156556 , 0.33185494, 0.41572976, 0.855727 , 0.55222994], dtype=float32)" + "Array([0.06108752, 0.12649375, 0.06778764, 0.00270725, 0.6869961 ], dtype=float32)" ] }, "execution_count": 7, @@ -278,20 +318,26 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "b2 ** 2" + ] }, { "cell_type": "code", + "execution_count": 8, "id": "4bb90bb0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:24.788958Z", "start_time": "2025-10-06T04:03:24.768146Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.757738Z", + "iopub.status.busy": "2026-06-19T06:03:18.757591Z", + "iopub.status.idle": "2026-06-19T06:03:18.781172Z", + "shell.execute_reply": "2026-06-19T06:03:18.780289Z" } }, - "source": [ - "bm.floor(b2)" - ], "outputs": [ { "data": { @@ -304,7 +350,9 @@ "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "bm.floor(b2)" + ] }, { "cell_type": "markdown", @@ -326,20 +374,20 @@ }, { "cell_type": "code", + "execution_count": 9, "id": "3f08bc72", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.175061Z", "start_time": "2025-10-06T04:03:24.791977Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:18.782881Z", + "iopub.status.busy": "2026-06-19T06:03:18.782732Z", + "iopub.status.idle": "2026-06-19T06:03:19.209714Z", + "shell.execute_reply": "2026-06-19T06:03:19.208867Z" } }, - "source": [ - "# for example\n", - "\n", - "hh = bp.neurons.HH(1)\n", - "\n", - "hh.vars().keys() # a HH model has 6 variables" - ], "outputs": [ { "data": { @@ -352,7 +400,13 @@ "output_type": "execute_result" } ], - "execution_count": 9 + "source": [ + "# for example\n", + "\n", + "hh = bp.neurons.HH(1)\n", + "\n", + "hh.vars().keys() # a HH model has 6 variables" + ] }, { "cell_type": "markdown", @@ -380,29 +434,43 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "cb7aeb05", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.198308Z", "start_time": "2025-10-06T04:03:25.193538Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.211365Z", + "iopub.status.busy": "2026-06-19T06:03:19.211211Z", + "iopub.status.idle": "2026-06-19T06:03:19.213777Z", + "shell.execute_reply": "2026-06-19T06:03:19.212998Z" } }, + "outputs": [], "source": [ "class YourVar(bm.Variable):\n", " pass" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "code", + "execution_count": 11, "id": "09c2b560", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.207116Z", "start_time": "2025-10-06T04:03:25.202759Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.215172Z", + "iopub.status.busy": "2026-06-19T06:03:19.215035Z", + "iopub.status.idle": "2026-06-19T06:03:19.217771Z", + "shell.execute_reply": "2026-06-19T06:03:19.216987Z" } }, + "outputs": [], "source": [ "class YourModel(bm.BrainPyObject):\n", " def __init__(self):\n", @@ -410,23 +478,24 @@ "\n", " self.a = bm.Variable(bm.ones(1))\n", " self.b = YourVar(bm.zeros(1))" - ], - "outputs": [], - "execution_count": 11 + ] }, { "cell_type": "code", + "execution_count": 12, "id": "b5de262c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.219322Z", "start_time": "2025-10-06T04:03:25.214172Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.219359Z", + "iopub.status.busy": "2026-06-19T06:03:19.219227Z", + "iopub.status.idle": "2026-06-19T06:03:19.223452Z", + "shell.execute_reply": "2026-06-19T06:03:19.222655Z" } }, - "source": [ - "model = YourModel()\n", - "model.vars().subset(YourVar)" - ], "outputs": [ { "data": { @@ -443,7 +512,10 @@ "output_type": "execute_result" } ], - "execution_count": 12 + "source": [ + "model = YourModel()\n", + "model.vars().subset(YourVar)" + ] }, { "cell_type": "markdown", @@ -472,23 +544,25 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "f8357f81", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.324571Z", "start_time": "2025-10-06T04:03:25.231365Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.225161Z", + "iopub.status.busy": "2026-06-19T06:03:19.225021Z", + "iopub.status.idle": "2026-06-19T06:03:19.295510Z", + "shell.execute_reply": "2026-06-19T06:03:19.294594Z" } }, - "source": [ - "b = bm.random.rand(4)\n", - "\n", - "b" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.7180635 , 0.65054834, 0.819826 , 0.68358934], dtype=float32)" + "Array([0.42417562, 0.88489735, 0.41192234, 0.7860801 ], dtype=float32)" ] }, "execution_count": 13, @@ -496,20 +570,28 @@ "output_type": "execute_result" } ], - "execution_count": 13 + "source": [ + "b = bm.random.rand(4)\n", + "\n", + "b" + ] }, { "cell_type": "code", + "execution_count": 14, "id": "21f05b09", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.339692Z", "start_time": "2025-10-06T04:03:25.335579Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.297243Z", + "iopub.status.busy": "2026-06-19T06:03:19.297084Z", + "iopub.status.idle": "2026-06-19T06:03:19.300527Z", + "shell.execute_reply": "2026-06-19T06:03:19.299821Z" } }, - "source": [ - "bm.TrainVar(b)" - ], "outputs": [ { "data": { @@ -526,7 +608,9 @@ "output_type": "execute_result" } ], - "execution_count": 14 + "source": [ + "bm.TrainVar(b)" + ] }, { "cell_type": "markdown", @@ -546,23 +630,25 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "79105af2", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.624351Z", "start_time": "2025-10-06T04:03:25.364262Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.302725Z", + "iopub.status.busy": "2026-06-19T06:03:19.302575Z", + "iopub.status.idle": "2026-06-19T06:03:19.356158Z", + "shell.execute_reply": "2026-06-19T06:03:19.355396Z" } }, - "source": [ - "b = bm.random.rand(1)\n", - "\n", - "b" - ], "outputs": [ { "data": { "text/plain": [ - "Array([0.892637], dtype=float32)" + "Array([0.7504027], dtype=float32)" ] }, "execution_count": 15, @@ -570,20 +656,28 @@ "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "b = bm.random.rand(1)\n", + "\n", + "b" + ] }, { "cell_type": "code", + "execution_count": 16, "id": "773edf8b", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.633908Z", "start_time": "2025-10-06T04:03:25.630211Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.357915Z", + "iopub.status.busy": "2026-06-19T06:03:19.357766Z", + "iopub.status.idle": "2026-06-19T06:03:19.361397Z", + "shell.execute_reply": "2026-06-19T06:03:19.360481Z" } }, - "source": [ - "bm.Parameter(b)" - ], "outputs": [ { "data": { @@ -600,7 +694,9 @@ "output_type": "execute_result" } ], - "execution_count": 16 + "source": [ + "bm.Parameter(b)" + ] }, { "cell_type": "markdown", @@ -620,23 +716,26 @@ }, { "cell_type": "code", + "execution_count": 17, "id": "e2ce1816", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.687429Z", "start_time": "2025-10-06T04:03:25.646128Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.363220Z", + "iopub.status.busy": "2026-06-19T06:03:19.362928Z", + "iopub.status.idle": "2026-06-19T06:03:19.394803Z", + "shell.execute_reply": "2026-06-19T06:03:19.393890Z" } }, - "source": [ - "state = bm.random.RandomState(1234)\n", - "\n", - "state" - ], "outputs": [ { "data": { "text/plain": [ - "RandomState([ 0 1234])" + "RandomState(Array((), dtype=key) overlaying:\n", + "[ 0 1234])" ] }, "execution_count": 17, @@ -644,28 +743,34 @@ "output_type": "execute_result" } ], - "execution_count": 17 + "source": [ + "state = bm.random.RandomState(1234)\n", + "\n", + "state" + ] }, { "cell_type": "code", + "execution_count": 18, "id": "b3360505", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.710907Z", "start_time": "2025-10-06T04:03:25.704798Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.396574Z", + "iopub.status.busy": "2026-06-19T06:03:19.396426Z", + "iopub.status.idle": "2026-06-19T06:03:19.400623Z", + "shell.execute_reply": "2026-06-19T06:03:19.399846Z" } }, - "source": [ - "# perform a \"random\" sampling \n", - "state.random(1)\n", - "\n", - "state # the value changed" - ], "outputs": [ { "data": { "text/plain": [ - "RandomState([1264997412 2518116175])" + "RandomState(Array((), dtype=key) overlaying:\n", + "[1264997412 2518116175])" ] }, "execution_count": 18, @@ -673,28 +778,35 @@ "output_type": "execute_result" } ], - "execution_count": 18 + "source": [ + "# perform a \"random\" sampling \n", + "state.random(1)\n", + "\n", + "state # the value changed" + ] }, { "cell_type": "code", + "execution_count": 19, "id": "27dfae54", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.735874Z", "start_time": "2025-10-06T04:03:25.731390Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.402078Z", + "iopub.status.busy": "2026-06-19T06:03:19.401941Z", + "iopub.status.idle": "2026-06-19T06:03:19.405913Z", + "shell.execute_reply": "2026-06-19T06:03:19.405118Z" } }, - "source": [ - "# perform a \"sample\" sampling \n", - "state.sample(1)\n", - "\n", - "state # the value changed too" - ], "outputs": [ { "data": { "text/plain": [ - "RandomState([3834138653 3475645137])" + "RandomState(Array((), dtype=key) overlaying:\n", + "[3834138653 3475645137])" ] }, "execution_count": 19, @@ -702,7 +814,12 @@ "output_type": "execute_result" } ], - "execution_count": 19 + "source": [ + "# perform a \"sample\" sampling \n", + "state.sample(1)\n", + "\n", + "state # the value changed too" + ] }, { "cell_type": "markdown", @@ -714,21 +831,26 @@ }, { "cell_type": "code", + "execution_count": 20, "id": "ac30eb3d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:25.761319Z", "start_time": "2025-10-06T04:03:25.755197Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.407442Z", + "iopub.status.busy": "2026-06-19T06:03:19.407301Z", + "iopub.status.idle": "2026-06-19T06:03:19.411299Z", + "shell.execute_reply": "2026-06-19T06:03:19.410556Z" } }, - "source": [ - "state.split_key()" - ], "outputs": [ { "data": { "text/plain": [ - "Array([1364783093, 4258707102], dtype=uint32)" + "Array((), dtype=key) overlaying:\n", + "[1364783093 4258707102]" ] }, "execution_count": 20, @@ -736,57 +858,74 @@ "output_type": "execute_result" } ], - "execution_count": 20 + "source": [ + "state.split_key()" + ] }, { "cell_type": "markdown", "id": "f9f8f0fb", "metadata": {}, "source": [ - "It can also create multiple seeds from the current seed with ``.split_keys(n)``. This is used internally by [pmap](../apis/auto/math/generated/brainpy.math.parallels.pmap.rst) and [vmap](../apis/auto/math/generated/brainpy.math.parallels.vmap.rst) to ensure that random numbers are different in parallel threads. " + "It can also create multiple seeds from the current seed with ``.split_key(n)``. This is used internally by [pmap](../apis/auto/math/generated/brainpy.math.parallels.pmap.rst) and [vmap](../apis/auto/math/generated/brainpy.math.parallels.vmap.rst) to ensure that random numbers are different in parallel threads. " ] }, { "cell_type": "code", + "execution_count": 21, "id": "fd164f9e", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:03:26.632674Z", "start_time": "2025-10-06T04:03:25.776986Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.412814Z", + "iopub.status.busy": "2026-06-19T06:03:19.412619Z", + "iopub.status.idle": "2026-06-19T06:03:19.511356Z", + "shell.execute_reply": "2026-06-19T06:03:19.510390Z" } }, - "source": [ - "state.split_keys(2)" - ], "outputs": [ { - "ename": "AttributeError", - "evalue": "'RandomState' object has no attribute 'split_keys'", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mAttributeError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[21]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m state.split_keys(\u001B[32m2\u001B[39m)\n", - "\u001B[31mAttributeError\u001B[39m: 'RandomState' object has no attribute 'split_keys'" - ] + "data": { + "text/plain": [ + "Array((2,), dtype=key) overlaying:\n", + "[[1164617931 1262857679]\n", + " [ 707886154 3325567439]]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" } ], - "execution_count": 21 + "source": [ + "state.split_key(2)" + ] }, { "cell_type": "code", "execution_count": 22, "id": "32b018e1", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.513140Z", + "iopub.status.busy": "2026-06-19T06:03:19.512996Z", + "iopub.status.idle": "2026-06-19T06:03:19.621802Z", + "shell.execute_reply": "2026-06-19T06:03:19.621093Z" + } + }, "outputs": [ { "data": { "text/plain": [ - "DeviceArray([[3244149147, 2659778815],\n", - " [2548793527, 3057026599],\n", - " [ 874320145, 4142002431],\n", - " [3368470122, 3462971882],\n", - " [1756854521, 1662729797]], dtype=uint32)" + "Array((5,), dtype=key) overlaying:\n", + "[[3941076018 3692555071]\n", + " [1702919742 625902035]\n", + " [3925801718 919245874]\n", + " [ 530926619 2819741894]\n", + " [1325513251 3608307987]]" ] }, "execution_count": 22, @@ -795,7 +934,7 @@ } ], "source": [ - "state.split_keys(5)" + "state.split_key(5)" ] }, { @@ -811,13 +950,20 @@ "execution_count": 23, "id": "4f13cfae", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.623736Z", + "iopub.status.busy": "2026-06-19T06:03:19.623594Z", + "iopub.status.idle": "2026-06-19T06:03:19.627299Z", + "shell.execute_reply": "2026-06-19T06:03:19.626398Z" + }, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ - "RandomState(key=([1573595401, 117587871], dtype=uint32))" + "RandomState(Array((), dtype=key) overlaying:\n", + "[1719580578 664369467])" ] }, "execution_count": 23, @@ -841,12 +987,20 @@ "cell_type": "code", "execution_count": 24, "id": "9c93bdb6", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.628742Z", + "iopub.status.busy": "2026-06-19T06:03:19.628608Z", + "iopub.status.idle": "2026-06-19T06:03:19.658288Z", + "shell.execute_reply": "2026-06-19T06:03:19.657298Z" + } + }, "outputs": [ { "data": { "text/plain": [ - "RandomState(key=([ 0, 654321], dtype=uint32))" + "RandomState(Array((), dtype=key) overlaying:\n", + "[ 0 654321])" ] }, "execution_count": 24, @@ -888,7 +1042,14 @@ "cell_type": "code", "execution_count": 25, "id": "2c9da6cb", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.660036Z", + "iopub.status.busy": "2026-06-19T06:03:19.659884Z", + "iopub.status.idle": "2026-06-19T06:03:19.681263Z", + "shell.execute_reply": "2026-06-19T06:03:19.680249Z" + } + }, "outputs": [], "source": [ "a = bm.Variable(bm.zeros(5))" @@ -906,14 +1067,21 @@ "cell_type": "code", "execution_count": 26, "id": "80cce760", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.683010Z", + "iopub.status.busy": "2026-06-19T06:03:19.682861Z", + "iopub.status.idle": "2026-06-19T06:03:19.685957Z", + "shell.execute_reply": "2026-06-19T06:03:19.685154Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "id(a) = 2151307205504\n", - "id(a.value) = 2151397524800\n" + "id(a) = 123800219584784\n", + "id(a.value) = 108823233113056\n" ] } ], @@ -940,6 +1108,12 @@ "execution_count": 27, "id": "01a8e078", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.687748Z", + "iopub.status.busy": "2026-06-19T06:03:19.687613Z", + "iopub.status.idle": "2026-06-19T06:03:19.725845Z", + "shell.execute_reply": "2026-06-19T06:03:19.724880Z" + }, "scrolled": true }, "outputs": [ @@ -947,8 +1121,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "id(a) = 2151307205504\n", - "id(a.value) = 2151399078480\n" + "id(a) = 123800219584784\n", + "id(a.value) = 108823238131184\n" ] } ], @@ -963,7 +1137,14 @@ "cell_type": "code", "execution_count": 28, "id": "29e1c7ed", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.727554Z", + "iopub.status.busy": "2026-06-19T06:03:19.727330Z", + "iopub.status.idle": "2026-06-19T06:03:19.730500Z", + "shell.execute_reply": "2026-06-19T06:03:19.729613Z" + } + }, "outputs": [ { "name": "stdout", @@ -991,13 +1172,20 @@ "cell_type": "code", "execution_count": 29, "id": "f20fbb6b", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.731996Z", + "iopub.status.busy": "2026-06-19T06:03:19.731864Z", + "iopub.status.idle": "2026-06-19T06:03:19.735184Z", + "shell.execute_reply": "2026-06-19T06:03:19.734206Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "id(a) = 2151305428432\n", + "id(a) = 123803440645584\n", "(id(a) == id_of_a) = False\n" ] } @@ -1031,7 +1219,14 @@ "cell_type": "code", "execution_count": 30, "id": "00821ab9", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.736817Z", + "iopub.status.busy": "2026-06-19T06:03:19.736628Z", + "iopub.status.idle": "2026-06-19T06:03:19.758107Z", + "shell.execute_reply": "2026-06-19T06:03:19.757108Z" + } + }, "outputs": [], "source": [ "v = bm.Variable(bm.arange(10))" @@ -1041,7 +1236,14 @@ "cell_type": "code", "execution_count": 31, "id": "3c751c58", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.759943Z", + "iopub.status.busy": "2026-06-19T06:03:19.759792Z", + "iopub.status.idle": "2026-06-19T06:03:19.763700Z", + "shell.execute_reply": "2026-06-19T06:03:19.762502Z" + } + }, "outputs": [], "source": [ "old_id = id(v)\n", @@ -1078,7 +1280,14 @@ "cell_type": "code", "execution_count": 32, "id": "87ed7018", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.765598Z", + "iopub.status.busy": "2026-06-19T06:03:19.765440Z", + "iopub.status.idle": "2026-06-19T06:03:19.814291Z", + "shell.execute_reply": "2026-06-19T06:03:19.813590Z" + } + }, "outputs": [], "source": [ "v[0] = 1\n", @@ -1098,7 +1307,14 @@ "cell_type": "code", "execution_count": 33, "id": "bbadb60b", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.816607Z", + "iopub.status.busy": "2026-06-19T06:03:19.816448Z", + "iopub.status.idle": "2026-06-19T06:03:19.846669Z", + "shell.execute_reply": "2026-06-19T06:03:19.845720Z" + } + }, "outputs": [], "source": [ "v[1: 2] = 1\n", @@ -1118,7 +1334,14 @@ "cell_type": "code", "execution_count": 34, "id": "4517b203", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.848600Z", + "iopub.status.busy": "2026-06-19T06:03:19.848382Z", + "iopub.status.idle": "2026-06-19T06:03:19.887335Z", + "shell.execute_reply": "2026-06-19T06:03:19.886491Z" + } + }, "outputs": [], "source": [ "v[:] = 0\n", @@ -1130,7 +1353,14 @@ "cell_type": "code", "execution_count": 35, "id": "dcb6f8f8", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.889004Z", + "iopub.status.busy": "2026-06-19T06:03:19.888858Z", + "iopub.status.idle": "2026-06-19T06:03:19.892164Z", + "shell.execute_reply": "2026-06-19T06:03:19.891400Z" + } + }, "outputs": [], "source": [ "v[...] = bm.arange(10)\n", @@ -1171,6 +1401,12 @@ "execution_count": 36, "id": "48eea0fa", "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.893733Z", + "iopub.status.busy": "2026-06-19T06:03:19.893599Z", + "iopub.status.idle": "2026-06-19T06:03:19.916483Z", + "shell.execute_reply": "2026-06-19T06:03:19.915640Z" + }, "scrolled": true }, "outputs": [], @@ -1184,7 +1420,14 @@ "cell_type": "code", "execution_count": 37, "id": "122eafc4", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.918230Z", + "iopub.status.busy": "2026-06-19T06:03:19.918078Z", + "iopub.status.idle": "2026-06-19T06:03:19.940098Z", + "shell.execute_reply": "2026-06-19T06:03:19.939190Z" + } + }, "outputs": [], "source": [ "v *= 2\n", @@ -1196,7 +1439,14 @@ "cell_type": "code", "execution_count": 38, "id": "1ff5afc4", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:19.941886Z", + "iopub.status.busy": "2026-06-19T06:03:19.941738Z", + "iopub.status.idle": "2026-06-19T06:03:20.080039Z", + "shell.execute_reply": "2026-06-19T06:03:20.079088Z" + } + }, "outputs": [], "source": [ "v |= bm.random.randint(0, 2, 10)\n", @@ -1208,7 +1458,14 @@ "cell_type": "code", "execution_count": 39, "id": "e1625cd0", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.082084Z", + "iopub.status.busy": "2026-06-19T06:03:20.081934Z", + "iopub.status.idle": "2026-06-19T06:03:20.104054Z", + "shell.execute_reply": "2026-06-19T06:03:20.103283Z" + } + }, "outputs": [], "source": [ "v **= 2\n", @@ -1220,7 +1477,14 @@ "cell_type": "code", "execution_count": 40, "id": "8a46a43c", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.105901Z", + "iopub.status.busy": "2026-06-19T06:03:20.105758Z", + "iopub.status.idle": "2026-06-19T06:03:20.126584Z", + "shell.execute_reply": "2026-06-19T06:03:20.125753Z" + } + }, "outputs": [], "source": [ "v >>= 2\n", @@ -1248,7 +1512,14 @@ "cell_type": "code", "execution_count": 41, "id": "2f81a257", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.128432Z", + "iopub.status.busy": "2026-06-19T06:03:20.128288Z", + "iopub.status.idle": "2026-06-19T06:03:20.131402Z", + "shell.execute_reply": "2026-06-19T06:03:20.130389Z" + } + }, "outputs": [], "source": [ "v.value = bm.arange(10)\n", @@ -1260,13 +1531,20 @@ "cell_type": "code", "execution_count": 42, "id": "19611ce1", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.133100Z", + "iopub.status.busy": "2026-06-19T06:03:20.132962Z", + "iopub.status.idle": "2026-06-19T06:03:20.136290Z", + "shell.execute_reply": "2026-06-19T06:03:20.135499Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " The shape of the original data is (10,), while we got () with batch_axis=None.\n" + " The shape of the original data is (10,), while we got () with batch_axis=None.\n" ] } ], @@ -1281,13 +1559,20 @@ "cell_type": "code", "execution_count": 43, "id": "c7911157", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.137970Z", + "iopub.status.busy": "2026-06-19T06:03:20.137837Z", + "iopub.status.idle": "2026-06-19T06:03:20.205716Z", + "shell.execute_reply": "2026-06-19T06:03:20.204929Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " The dtype of the original data is int32, while we got float32.\n" + " The dtype of the original data is int32, while we got float32.\n" ] } ], @@ -1318,7 +1603,14 @@ "cell_type": "code", "execution_count": 44, "id": "d861440c", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.207386Z", + "iopub.status.busy": "2026-06-19T06:03:20.207246Z", + "iopub.status.idle": "2026-06-19T06:03:20.210672Z", + "shell.execute_reply": "2026-06-19T06:03:20.209983Z" + } + }, "outputs": [], "source": [ "v.update(bm.random.randint(0, 20, size=10))" @@ -1328,13 +1620,20 @@ "cell_type": "code", "execution_count": 45, "id": "247f081b", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.212325Z", + "iopub.status.busy": "2026-06-19T06:03:20.212189Z", + "iopub.status.idle": "2026-06-19T06:03:20.215390Z", + "shell.execute_reply": "2026-06-19T06:03:20.214617Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " The shape of the original data is (10,), while we got () with batch_axis=None.\n" + " The shape of the original data is (10,), while we got () with batch_axis=None.\n" ] } ], @@ -1349,13 +1648,20 @@ "cell_type": "code", "execution_count": 46, "id": "9ae0ce26", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-19T06:03:20.216974Z", + "iopub.status.busy": "2026-06-19T06:03:20.216840Z", + "iopub.status.idle": "2026-06-19T06:03:20.220512Z", + "shell.execute_reply": "2026-06-19T06:03:20.219711Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " The dtype of the original data is int32, while we got float32.\n" + " The dtype of the original data is int32, while we got float32.\n" ] } ], @@ -1383,7 +1689,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_toolbox/inputs.ipynb b/docs/tutorial_toolbox/inputs.ipynb index b0403ec64..c69869a10 100644 --- a/docs/tutorial_toolbox/inputs.ipynb +++ b/docs/tutorial_toolbox/inputs.ipynb @@ -22,35 +22,36 @@ }, { "cell_type": "markdown", + "id": "8328d9c5150a5368", "metadata": { "collapsed": false }, "source": [ "In this section, we are going to talk about stimulus inputs." - ], - "id": "8328d9c5150a5368" + ] }, { "cell_type": "code", + "execution_count": 1, + "id": "c8d0aba99112fc22", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:10:38.870272Z", "start_time": "2025-10-06T04:10:33.263072Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:23.520432Z", + "iopub.status.busy": "2026-06-19T06:03:23.520214Z", + "iopub.status.idle": "2026-06-19T06:03:29.101252Z", + "shell.execute_reply": "2026-06-19T06:03:29.100531Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bp.__version__" - ], - "id": "c8d0aba99112fc22", "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.7.8'" ] }, "execution_count": 1, @@ -58,7 +59,12 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -90,21 +96,27 @@ }, { "cell_type": "code", + "execution_count": 2, "id": "a4ff6914", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.074144Z", "start_time": "2025-10-06T04:10:38.875118Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.103637Z", + "iopub.status.busy": "2026-06-19T06:03:29.103386Z", + "iopub.status.idle": "2026-06-19T06:03:29.106724Z", + "shell.execute_reply": "2026-06-19T06:03:29.105990Z" } }, + "outputs": [], "source": [ "current1, duration = bp.inputs.section_input(values=[0, 1., 0.],\n", " durations=[100, 300, 100],\n", " return_length=True,\n", " dt=0.1)" - ], - "outputs": [], - "execution_count": 2 + ] }, { "cell_type": "markdown", @@ -116,13 +128,30 @@ }, { "cell_type": "code", + "execution_count": 3, "id": "078fbd0d", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.178665Z", "start_time": "2025-10-06T04:10:39.081405Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.109093Z", + "iopub.status.busy": "2026-06-19T06:03:29.108956Z", + "iopub.status.idle": "2026-06-19T06:03:29.120212Z", + "shell.execute_reply": "2026-06-19T06:03:29.119162Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] + } + ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", @@ -136,23 +165,7 @@ " plt.show()\n", "\n", "show(current1, duration, 'values=[0, 1, 0], durations=[100, 300, 100]')" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -174,18 +187,24 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "6b1eee02", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.190605Z", "start_time": "2025-10-06T04:10:39.184676Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.121931Z", + "iopub.status.busy": "2026-06-19T06:03:29.121782Z", + "iopub.status.idle": "2026-06-19T06:03:29.125252Z", + "shell.execute_reply": "2026-06-19T06:03:29.124362Z" } }, + "outputs": [], "source": [ "current2, duration = bp.inputs.constant_input([(0, 100), (1, 300), (0, 100)])" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -197,32 +216,33 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "8ea6dea6", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.270453Z", "start_time": "2025-10-06T04:10:39.204753Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.126854Z", + "iopub.status.busy": "2026-06-19T06:03:29.126718Z", + "iopub.status.idle": "2026-06-19T06:03:29.130448Z", + "shell.execute_reply": "2026-06-19T06:03:29.129615Z" } }, - "source": [ - "show(current2, duration, '[(0, 100), (1, 300), (0, 100)]')" - ], "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], - "execution_count": 5 + "source": [ + "show(current2, duration, '[(0, 100), (1, 300), (0, 100)]')" + ] }, { "cell_type": "markdown", @@ -256,13 +276,30 @@ }, { "cell_type": "code", + "execution_count": 6, "id": "e6ea2868", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.593820Z", "start_time": "2025-10-06T04:10:39.277488Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.132155Z", + "iopub.status.busy": "2026-06-19T06:03:29.132026Z", + "iopub.status.idle": "2026-06-19T06:03:29.136946Z", + "shell.execute_reply": "2026-06-19T06:03:29.135996Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] + } + ], "source": [ "current3 = bp.inputs.spike_input(\n", " sp_times=[10, 20, 30, 200, 300],\n", @@ -271,23 +308,7 @@ " duration=400.)\n", "\n", "show(current3, 400, 'Spike Input Example')" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 6 + ] }, { "cell_type": "markdown", @@ -324,36 +345,37 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "ce29ec3c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.822588Z", "start_time": "2025-10-06T04:10:39.601218Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.138720Z", + "iopub.status.busy": "2026-06-19T06:03:29.138447Z", + "iopub.status.idle": "2026-06-19T06:03:29.142947Z", + "shell.execute_reply": "2026-06-19T06:03:29.142071Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] + } + ], "source": [ "duration = 500\n", "current4 = bp.inputs.ramp_input(0, 1, duration)\n", "\n", "show(current4, duration, r'$c_{start}$=0, $c_{end}$=%d, duration, '\n", " r'$t_{start}$=0, $t_{end}$=None' % (duration))" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 7 + ] }, { "cell_type": "markdown", @@ -365,255 +387,260 @@ }, { "cell_type": "code", + "execution_count": 8, "id": "d0caf6ea", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:39.957380Z", "start_time": "2025-10-06T04:10:39.827780Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.144480Z", + "iopub.status.busy": "2026-06-19T06:03:29.144348Z", + "iopub.status.idle": "2026-06-19T06:03:29.148452Z", + "shell.execute_reply": "2026-06-19T06:03:29.147653Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] + } + ], "source": [ "duration, t_start, t_end = 500, 100, 400\n", "current5 = bp.inputs.ramp_input(0, 1, duration, t_start, t_end)\n", "\n", "show(current5, duration, r'$c_{start}$=0, $c_{end}$=1, duration=%d, '\n", " r'$t_{start}$=%d, $t_{end}$=%d' % (duration, t_start, t_end))" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 8 + ] }, { "cell_type": "markdown", + "id": "d534b100037dd17", "metadata": { "collapsed": false }, "source": [ "### 5\\. ``brainpy.inputs.wiener_process``" - ], - "id": "d534b100037dd17" + ] }, { "cell_type": "markdown", + "id": "8a858c54bb6b3a69", "metadata": { "collapsed": false }, "source": [ "[brainpy.inputs.wiener_process()](../apis/inputs/generated/brainpy.inputs.wiener_process.rst) is used to generate the basic Wiener process $dW$, i.e. random numbers drawn from $N(0, \\sqrt{dt})$." - ], - "id": "8a858c54bb6b3a69" + ] }, { "cell_type": "code", + "execution_count": 9, + "id": "79b6f11dd524df1c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:10:40.370707Z", "start_time": "2025-10-06T04:10:39.973399Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.150145Z", + "iopub.status.busy": "2026-06-19T06:03:29.150019Z", + "iopub.status.idle": "2026-06-19T06:03:29.154095Z", + "shell.execute_reply": "2026-06-19T06:03:29.153416Z" } }, - "source": [ - "duration = 200\n", - "current6 = bp.inputs.wiener_process(duration, n=2, t_start=10., t_end=180.)\n", - "show(current6, duration, 'Wiener Process')" - ], - "id": "79b6f11dd524df1c", "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkIAAAHHCAYAAABTMjf2AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjYsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvq6yFwwAAAAlwSFlzAAAPYQAAD2EBqD+naQAAm8BJREFUeJztnXd4FFUXh3+zm0YISYCQhBJ670VFOghSFRBERRRBBAuofFgQRRBFURCwoWCh2RugqIBUQZq0SJHeW+hJKGm7e78/lmx2dqfvzM6W8z4PD9mZW86dcu+Zc889l2OMMRAEQRAEQYQhFrMFIAiCIAiCMAtShAiCIAiCCFtIESIIgiAIImwhRYggCIIgiLCFFCGCIAiCIMIWUoQIgiAIgghbSBEiCIIgCCJsIUWIIAiCIIiwhRQhgiAIgiDCFlKECILwmTVr1oDjOKxZs8ZsUQiCIFRBihBBhDk//PADOI7DwoULvc41atQIHMdh9erVXucqVqyIli1b+kNEw3nttdfAcZzrX2xsLOrWrYuxY8ciOzvbbPEIgjAQUoQIIsxp3bo1AODvv//mHc/Ozsbu3bsRERGB9evX886dPHkSJ0+edOVt27YtcnJy0LZtW/8IbRCffPIJvvzyS0ybNg21a9fGm2++ia5du4K2ZCSI0CXCbAEIgjCXcuXKoUqVKl6K0MaNG8EYQ79+/bzOFf4uVIQsFgtiYmL8I7BGbty4gdjYWMk09957L5KSkgAATzzxBPr27YsFCxZg06ZNaNGiheZyCYIIXMgiRBAEWrdujR07diAnJ8d1bP369ahXrx66deuGTZs2weFw8M5xHIdWrVoBEPcR2rx5M7p27YqEhATExsaiXbt2XtalwmmpQ4cOYdCgQUhMTERCQgIGDx6MGzdueMn61VdfoVmzZihWrBhKlSqFBx54ACdPnuSlad++PerXr49t27ahbdu2iI2Nxcsvv6z6utxxxx0AgKNHj8qWe/78eQwZMgQpKSmIiYlBo0aNMG/ePK8yHQ4H3n//fTRo0AAxMTEoU6YMunbtiq1bt6pu58GDB9G3b1+kpqYiJiYGFSpUwAMPPICsrCxXmuXLl6N169ZITExEXFwcatWqpelaEESoQooQQRBo3bo1CgoKsHnzZtex9evXo2XLlmjZsiWysrKwe/du3rnatWujdOnSomWuWrUKbdu2RXZ2NsaPH4+33noLmZmZuOOOO/DPP/94pb/vvvtw9epVTJo0Cffddx/mzp2LCRMm8NK8+eabGDhwIGrUqIFp06Zh5MiRWLlyJdq2bYvMzExe2kuXLqFbt25o3Lgx3nvvPXTo0EH1dTl8+DAA8NopVG5OTg7at2+PL7/8EgMGDMCUKVOQkJCAQYMG4f333+eVOWTIEIwcORJpaWl455138NJLLyEmJgabNm1S1c78/Hx06dIFmzZtwtNPP40ZM2Zg2LBhOHLkiCvNnj17cNdddyEvLw+vv/46pk6dip49e3opowQR1jCCIMKePXv2MADsjTfeYIwxVlBQwIoXL87mzZvHGGMsJSWFzZgxgzHGWHZ2NrNarWzo0KGu/KtXr2YA2OrVqxljjDkcDlajRg3WpUsX5nA4XOlu3LjBqlSpwu68807XsfHjxzMA7NFHH+XJdM8997DSpUu7fh87doxZrVb25ptv8tLt2rWLRURE8I63a9eOAWAzZ85U1P5CGfbv388uXLjAjh49ymbNmsWio6NZSkoKu379umS57733HgPAvvrqK9ex/Px81qJFCxYXF8eys7MZY4ytWrWKAWDPPPOMlwyF10lpO3fs2MEAsB9//FG0XdOnT2cA2IULFxRdB4IIR8giRBAE6tSpg9KlS7t8f/79919cv37dtSqsZcuWLivCxo0bYbfbXf5BQqSnp+PgwYN48MEHcenSJVy8eBEXL17E9evX0bFjR6xdu5Y31QY4fXLcadOmDS5duuRatbVgwQI4HA7cd999rvIuXryI1NRU1KhRw2tlW3R0NAYPHqzqOtSqVQtlypRBlSpV8Pjjj6N69er4/fffeT5AQuX+8ccfSE1NRf/+/V3HIiMj8cwzz+DatWv466+/AAA///wzOI7D+PHjvermOE5VOxMSEgAAy5YtE5xCBIDExEQAwC+//OJ1vQmCcELO0gRBgOM4tGzZ0qWgrF+/HsnJyahevToApyL00UcfAYBLIZJShA4ePAgAeOSRR0TTZGVloWTJkq7fFStW5J0vPHflyhXEx8fj4MGDYIyhRo0aguVFRkbyfpcvXx5RUVGi9Qvx888/Iz4+HpGRkahQoQKqVavmlUao3OPHj6NGjRqwWPjflnXq1HGdB5xTbeXKlUOpUqVEZVDazipVqmDUqFGYNm0avv76a7Rp0wY9e/bEQw895FKS7r//fnz++ed47LHH8NJLL6Fjx47o06cP7r33Xi9ZCSJcIUWIIAgATsVm8eLF2LVrl8s/qJCWLVvihRdewOnTp/H333+jXLlyqFq1qmhZhdaHKVOmoHHjxoJp4uLieL+tVqtgOnZz6brD4QDHcViyZIlgWs/yihUrJiqfGG3btnWtGhNDS7lqUNPOqVOnYtCgQfjll1/w559/4plnnsGkSZOwadMmVKhQAcWKFcPatWuxevVq/P7771i6dCm+//573HHHHfjzzz9FrzlBhBOkCBEEAYAfT2j9+vUYOXKk61yzZs0QHR2NNWvWYPPmzejevbtkWYWWlPj4eHTq1EkX+apVqwbGGKpUqYKaNWvqUqZeVKpUCTt37oTD4eBZWvbt2+c6DzjbsGzZMly+fFnUKqS2nQ0aNECDBg0wduxYbNiwAa1atcLMmTMxceJEAM7QBh07dkTHjh0xbdo0vPXWW3jllVewevVq3e4NQQQzZBslCAIAcMsttyAmJgZff/01Tp8+zbMIRUdHo2nTppgxYwauX78uOS0GOBWnatWq4d1338W1a9e8zl+4cEG1fH369IHVasWECRO8AhwyxnDp0iXVZepF9+7dkZGRge+//951zGaz4cMPP0RcXBzatWsHAOjbty8YY16r4YAiy5fSdmZnZ8Nms/HON2jQABaLBXl5eQCAy5cve9VTaKErTEMQ4Q5ZhAiCAABERUXh1ltvxbp16xAdHY1mzZrxzrds2RJTp04FIO0fBDitEJ9//jm6deuGevXqYfDgwShfvjxOnz6N1atXIz4+HosXL1YlX7Vq1TBx4kSMGTMGx44dQ+/evVGiRAkcPXoUCxcuxLBhw/D888+ra7RODBs2DLNmzcKgQYOwbds2VK5cGT/99BPWr1+P9957DyVKlAAAdOjQAQ8//DA++OADHDx4EF27doXD4cC6devQoUMHjBgxQnE7V61ahREjRqBfv36oWbMmbDYbvvzyS1itVvTt2xcA8Prrr2Pt2rXo0aMHKlWqhPPnz+Pjjz9GhQoVZO8hQYQLpAgRBOGidevWWLdunWsqzJ1WrVph6tSpKFGiBBo1aiRbVvv27bFx40a88cYb+Oijj3Dt2jWkpqaiefPmePzxxzXJ99JLL6FmzZqYPn26y6qSlpaGzp07o2fPnprK1INixYphzZo1eOmllzBv3jxkZ2ejVq1amDNnDgYNGsRLO2fOHDRs2BBffPEFXnjhBSQkJOCWW27hWeCUtLNRo0bo0qULFi9ejNOnTyM2NhaNGjXCkiVLcPvttwMAevbsiWPHjmH27Nm4ePEikpKS0K5dO0yYMMHlUE0Q4Q7HPG2vBEEQBEEQYQL5CBEEQRAEEbaQIkQQBEEQRNhCihBBEARBEGELKUIEQRAEQYQtpAgRBEEQBBG2kCJEEARBEETYQnGEZHA4HDhz5gxKlCjh2h2aIAiCIIjAhjGGq1evoly5cpKbDJMiJMOZM2eQlpZmthgEQRAEQWjg5MmTqFChguh5UoRkKAyNf/LkScTHx5ssDUEQBEEQSsjOzkZaWpprHBeDFCEZCqfD4uPjSREiCIIgiCBDzq2FnKUJgiAIgghbSBEiCIIgCCJsIUWIIAiCIIiwhRQhgiAIgiDCFlKECIIgCIIIW0gRIgiCIAgibCFFiCAIgiCIsIUUIYIgCIIgwhZShAiCIAiCCFtIESIIgiAIImwhRYggCIIgiLCFFCGCIAiCIMIWUoQIQgdy8u1mi0AQBEFogBQhgvCRbzafQJ1xS/HTtlNmi0IQBEGohBQhgvCRlxfuAgA8/+O/JktCEARBqIUUIYIgCIIgwhZShAiCIAiCCFtIESIIgiAIImwhRYggCIIgiLCFFCGCIAiCIMIWUoQIgiAIgghbSBEiCIIgCCJsIUWIIAiCIIiwhRQhgiAIgiDCFlKECIIgCIIIW0gRIgiCIAgibCFFiCAIgiCIsIUUIYIgCIIgwhZShAiCIAiCCFtIESIIgiAIImwhRYggCNP59d8zWLjjlNliEAQRhkSYLQBBEOFNboEdz3y7AwDQoVYyEmOjTJaIIIhwgixCBEGYSr7d4fr7Rr7dREkIgghHSBEiCIIgCCJsIUWIIAhTYcxsCQiCCGdIESIIgiAIImwhRYggCFPhOLMlMImcTKAg12wpCCLsIUWIIAjC3+RmAe9UAt6tYbYkBBH2BJUitHbtWtx9990oV64cOI7DokWLZPOsWbMGTZs2RXR0NKpXr465c+caLidBEIQkZ/91/p+Xba4cBEEElyJ0/fp1NGrUCDNmzFCU/ujRo+jRowc6dOiA9PR0jBw5Eo899hiWLVtmsKQEQRASkIc4QQQMQRVQsVu3bujWrZvi9DNnzkSVKlUwdepUAECdOnXw999/Y/r06ejSpYtRYhIEQRAEESQElUVILRs3bkSnTp14x7p06YKNGzeaJBFBEJ6QcYQgCDMJKouQWjIyMpCSksI7lpKSguzsbOTk5KBYsWJeefLy8pCXl+f6nZ1Nc/gEQegNaX8EESiEtEVIC5MmTUJCQoLrX1pamtkiEURIE7bL5wmCCAhCWhFKTU3FuXPneMfOnTuH+Ph4QWsQAIwZMwZZWVmufydPnvSHqAQRtoTl1JiZjb5yHNg0E8i/YZ4MBBFAhPTUWIsWLfDHH3/wji1fvhwtWrQQzRMdHY3o6GijRSMIQgCyDvmBj1sABdeBzONA10lmS0MQphNUFqFr164hPT0d6enpAJzL49PT03HixAkATmvOwIEDXemfeOIJHDlyBC+++CL27duHjz/+GD/88AP+97//mSE+QRAyhKV1yN8UXHf+f3SduXIQRIAQVIrQ1q1b0aRJEzRp0gQAMGrUKDRp0gTjxo0DAJw9e9alFAFAlSpV8Pvvv2P58uVo1KgRpk6dis8//5yWzhMEYTIBoPGR9Y0gAATZ1Fj79u3BJD4ZhaJGt2/fHjt27DBQKoIg9IKmxgiC8DdBZREiCIIg9IK0ToIASBEiCMJk3K1AYeMjFAgNJfMbQQAgRYggCJMJBJ0gPAlDRejf74C/p5stBRFgkCJEEETAED5GigDQ/oL4Yp+8fAOjfkjHvgyVkf8XPg6seA04958hchHBCSlCBEEEDGQd8ifBqwgNmbcFC7afRs+P1msrIDdTV3mI4IYUIYIgCCKoOHDuGgAg3+YwWRIiFCBFiCCIgCEQZmtyC+zYcuwy7A4DzVOBYPkKhItNEAEAKUIEQRBujPhmB/rN3Ij3VxwwWxSDCWdFKJzbTnhCihBBFGK3mS0BEQCs2OvcqHnO+mPmCmI0ZBEiCACkCBEhzJXr+bhj6hp8sPKgfOKj64CJZZy7chOE4QTE3JjZAhBEQECKEBGyfLbuCI5cuI5pyxVMcSx8HGAOYOlo4wUjiEAgnC1C4dx2wgtShIiQxWaksytB+EJAxAkIcWXg8GqKF0QoghQhgggWVk0EZjQHclUGkQt0AkEnECLE9YSQtopcPAh82Rv4pIXZkhBBAClCRMjCAuKrW0fWTgEu7AO2fmG2JAQR2FyUmw4PYSWQUA0pQgQRbDhodVvwo4+SnpNvx5gFO7F6/3kNuUNYGQi1jyDCUEgRIoKakLP6GIUjcCPwsgCdG/O7msAYkLEbsOUpzjJr7WF8+89JDJ6zRX19oTw1Jkc4t53wghQhImhZ/O8Z3PbWSmw7fsVsUQKbs/8C71QGNs8yWxJCin+/A2a2Ar7sozjLmcwcHyoMM2WAPpoIEUgRIoKWp7/dgQtX8zB0/lbB8yHb76lt1y/DgbwsYMmLhohDaEDo4Sz0/Tr+t39kCDerSMh2CISvkCJEBD02e+BO+wQEAd7/B+r4xIWbokAQYQopQkTokZsNfPsg6l3602xJjIHG5xAgALS/sFP0AuCaEwEJKUKEvuRm+f0TnwP4df49Hdj/O+45Ot6vchBEcBFmihCvXwqzthOSkCJE6MfxjcDbFYFfRgievngtD2/+/h8OX7imY6UMn2MCMLdHUUd346KO5RMEQRChDClChH6snez8P/0rwdOjfvgXn607irs+0M8ZNBHXcCv2AMfXA9e0xFIpJIi+EM208OffAHZ85eO15hOoExaGzhwptZpunAF82x+wFwie5nx5bs2YGrtxGdg6B8gxY6VnoD5phNmQIkT4jfQTzs4vp8BusiRCUCepiGVjnKvQ5nRXnzfvKvDb/4Cj6/SXK+hQ+LwtexnY/wew6ycDZDBBEfpxEPDbSODHwf6v2135NEAJ/HTtYYxdtItimwUhEWYLQIQPenUPU5btw7qDYTz9Zabxau9i5/+XDqrPu+ZtYOts57/XsvSVK5i5dBi4fETaSlRwXf96zbAIHf3L+f+R1f6vm4f+bX/rj30AgHubpaFxWqLu5RPGQYoQEXTMWH3YbBF0Z+/ZbBw8fw09G5UzWxTjuHxE8HCgfkH7TU34sKl8Go3XaNIfe7Fy33ksGt4KcdGe3X0QTQerRuh6+ec5u5FPW+AEG6QIEUQA0O1953RR6eJRaFU9CTfybYiNCr/X0yefF8KLWWudyuePW09icKsq/JPhtnw+QBVuwnzIR4jwHwHdDwXGoLD3bDYmLN6DuuOWYcuxy8KJVF/HgL7wPAzZd8wegF/ofh6U7Q6h+gLjmfciN9tsCYgwgxQhIqhhgdqZ+8Cc9ccQjXwc+nmCcxPOEMdQleDwKmBiMrBtrpG1BCyJuIrXI+YgKXuP90kjLEJXzzn3ttPKgWXA22nAn2P1k8mFu7O0AcUTQQspQgQRgDwV8Qv6X53r3ITTk2DtxBVYQXSfGvvhEYDZgcXP6ltukPB65FwMjFiO3lse8k+FU2sCs9oC5/dpy7/sZef/Gz7UT6ZCaGqMEIEUIUJHgnWE1o9D56/hzd//w8VreT6V04A7Kn6S+nO/YOxeY/rcRDkRa3KnpHLrIoMgp/4xrmy15BauUKQXhxCGFCFCR6ij6f7BOny27ihe+NGH6QEj+f4hoCDHbClEMcRHKBDRyTrhUzGh7CztfmHergic32ueLETAQ4pQOJF50jlFcGG/8XXl6bmNhlrM6+DzbQ4AwL+nAjROzt7FwJYvzJaCB81YGAcnqVgGoiJkkEzb5gbFg3bs4nW0ensV5m04pq0Ah0NXecIFUoTCie8HODuETzsYVIFbJzapPFCQyzuruRu6fNQ5eNvUTze9H/kREuB/pcxvsXFWTwJmd/O61h7C8H+bsr2BSai8DwX2ooEkENUEXQlli5AXHPg9UGC2/bXFe3A6MwfjfxVwbpfj6Fqno3n6t/oLFuKQIhROFK7mMCJKLQAvVSfzhD6lftgM+H0UTi9+U3XeXtYNGB0RPB2Dar+Uv94GTmwAdv1ojEBeBOYAohffbNbnmQ0OjLyXGssOK+XMG5vdhw+ob/sD+deARU/oJ1CYQIoQYRxMnz3FuJvlnNi+XK5CMMbgGTIllQsDC4jdN+dsM3H3CzJ79uLQeX9ZD/3jLE3chOPMf7iIgIUUIUJHPHplxp+v9nW6SEnQ/Ke+3o6ft/NXythg9ane4EDNiEgDghjuSlkoKBmSPkKh0EBVGLvpKhG8kCJEGAfT13HPoWCwX7I7g+fnAQD2IHzMVQeKpI49vGAM+P05tD8/X5fiDp2/ioc+3ywezdxvGPUce5Zr3PuiOhaWlH8f4ReCb4QgggfdFSFtj6vdBIuQ6Hf41tlOp0a/EgAWIClrIBP8MzC5eAhYPh64ftG3cnydpjm3G9jyObqe+8y3cm7y6Nyt+PvQRfSbuVGX8gIOP06NqQoBcWQN8GYKsOYdw+Qh5Am/XR0J/+EHRUjJt1fAWISObwR++5/z79d8XF5//SJwfL3bAWMtQv8cvYyM7Fz01JJ5z0LgjxcAe77eYilA3eAnO1bOagMU3HDGpRnwg3ax1Kp8noLpEQvKzYp4NitwY0tpw7zd51Xx+3PO/9e8BbQfba4sYQwpQmGF5xJSgzFhakwIW6AoQjqtogMAfNaBX57BU2P3zXJaCronMvWdxo+D9BbHTwhc04Ibzv9Nj5ys7H6bNmFKU7UK4V+nsAkoGmAEyAhBhCQ6m6KFFCHpgHFO7EyfqbHz2bl49rsd2HZchR/FL8Nv7nfF9B0cfFGqfLgvDgOmF4Kz6/fzQO/57OhsXdN8W235wNIxwMEVusqjO55TY2Lv4uZPga/uDejo64T+kCJEqGJfRjae/W4Hjl9SEIvIc9WYj3XLOhCL9OZ6TY2NWbALv6SfQd9PbvpRHF0HHPlLPIMtH9jxFfDfIiDzuKq61F+r0PgC91sgymDD87r8NlLf4rVm3Dob2PQx8HVffQQx25K05AXg0HJgu3YndF82DtZ902FCEaQIEaro+dF6/JJ+Bo/O3SKf2Gv5vG91M3D4becZ3jFFFiGdHvPjl28U/SjIAebdBczviViIrfpw9wJ2AJy8HJq7QbMHEEIdWl8GxoDT24GLB7xO5dsc+GHLSZy6ckMgo0FknTS+jlNbgal1gN0/O3/nZGJMxNeoyx1TUYjK9yPvqrr0bqiZ3rJ7PAc0NWYOpAiFKbkFdmVWHQ8K99I6fMGZlzEGu2cEw0J09hHqbN2GSz88Aw5F5d5hSZfNV6CTKxyvK3UzncfCO5ih5nFOW7aArIUwgJ0/OP3DBPh07WG8+PNO3PFukZVS6V5jmi1xuivgAuV99yBw9Qzw06PO33++gscjfscf0S+rKDbwAipuO34FRy/6qLRePuJccRZO2+YYAClCYcrdH/6NdlPW+Bw3pP9nm9B28mqXgsTDoU9kaXceiViO9paind2nRs2UzaN12X1w4R+LkBG1/Hsy04BSb2IvKPo7V91KPakx/lqeDbtPm7Cx7r/fiJ76+5BzSX8rts25ubJsfBom8Jda/PDcefpDZezi/Vz+3zmFBflHEVI6vTVX68aq7sxs61xxVrgaldBEOIwQRCFuPfvBm1sJ/Jp+Riy1IjYduYzTmTnYJTQo6GwRKiQecpYsfkek16oxnz5+FTpLh+PU2LAvt7n+1v2j3X0QVfDVrLT6PDvDXR/+rU0mVTW5cemwc5pIhMIBeE7UFOfmyptmaJTNg/P7gPm9gBObBSrV+bnTUN7Q+eLXhAfv4ZKrx1+2WR+vX/7NKbwTm3wXJowhRYjQhdIHvgMOr+QfVKEIMcYweM4/eODTjbJmerWdh14BFX11ZNxzVqPfwe/POQOv6YVKbYMpWW0TKBxaAez6SfhcIE2NaJHlw6bOTTW9CxNOny33keM+NSaR7Ot+zudvdmfJMnBsvcB5PdDjmQvw55YwFVKEwhxP5zy7g+HtJfuwev95yXye42Hl9S95J3LYnSunFJBTYMfq/RdcFiZtCPfmiuIPKbHWqO1LPRSIGasPqyzgJls+d36RS2JcRy/qAxaIfNUX+HkIkOm7E2+wDJ1SfkBKFhPIkn1K/Jz7S7HpY17NAQWnMoaanx75IHqzQhpShAin4+8/nwFXjmPB9lOY+ddhDJ6jYFWYHF/3Bd6tAdiczsRSKyLUfCCLWoREClFkQfLBWiA02AhZtXw2g0sKIVG2j5YQs/Sg63k2vLfiAPZnaLCk3RDYAuP0Nu9jGjH0XorUKIa5KocfatfLCsl7D0JNBQkwxTPIIEWIAFZNBP54HviklQ/WGBFyM537IinACjvqcUdlnaw1D0K2POd2Dze0OYhz6k1CHr8CpbNSNwg4VPlW6MeUZfvx3oqD6PKe+r3ZbuQXPkNusv88RDafP2bPcgvsSD+VqXu5ZsxaZuXqvyDChS+bkXrdyEB59/jo2ycEZhuDAVKEQhxFy2IPr3L+n6/8y1vdK6cs9RsRs/F79CuI3/C2ZDrxzkOmrWsmObd7mNNdQETtjsxKLU7GjrE6d4L5N4A/XgSOrjUkmrQS/vVBWXj6ux0+12+UYvHm73sxe91RlbnEhdFl+ksj8zapCxTqxYYPgV9GuCkubu18MwXIPgtdnm21U2Oq96gz2cIU6L57AQ4pQiHM8v/Ooekby/HXgQvSCd1eYqXvs3rriPwG5A9GrAYAxG/7SLoc1TXfZPcC5/8X9motQR0+fJWq/lK8eT/OZecKhzIQrIQ5B6Hl47zP/T0d+GcWMO9u06bGfOFclg/WBAX4ckl+3KbFf0neD8i4sdDAQfbPscCOL4FjIivw0r/WqSKPOEJmKy430c0iFCDtCVZIEQphhs7fiis3CvDIbJkNIjUsczfz+0MsLtBWuZhIFt9Wj4kNNOJf5HxnabFUejkj7zmTheZvrUTPjxQu67502DkIrX/f+9zlI64/f/vXtxALajC/P9cuwIWreXj2ux3456hvsbnUYvi7KKFhMb2GkHyxkBisaKNbf+KHB5FsOIEDKUJhhcYpJQNo9fYq/JJ+WlNeMWmf+VZuOkRj12O3OXNzQBp3DpMjZglucaCVnzRZCDzh8MvNmFD7lDoXu8fYkej4X1qwS/Rc4OO/4ebVRbvxS/oZ3Ddro2Q656XW/50zY58q0VYoME/dyLfJ58vN1lERMq6fMz2SPE2N+QQpQoSmt5jjAORdg6JX2e0ljUIBKnAXcDozB89+l6663psFihyVkUXBXl9eLBkNvJ0GZJ4EBw5zIyfjvoi/gNldJLM5xzplztKbjxRZEDT3Z5IZPa5LoVzuebI8l0iLXMug63B9WQ0o1Vbvc0cvKt+yRk+/HjN9hHzhr/3uU/YibTgpY81WitcWGzf/3vwpsOgpwGFM8FetWBBY8oQ6pAgRmqbG6uAEMKk8pkZ+oirfoqhx+Dv6WTTj9quusxCxbl92jNaiCG2e6fwi3fAhAKCa5ayAPMosbUavGlNfuluOhY9LpiyJbHSw7ADHDFwl5IHq9rj7uplgHfHcQFMMvdUWcR8hzjgliTHgTDqKu204bNelKo9GKOyb7vpwHb7fcsI9o3S5hSx5wemHdGCpxwl/KZfecpVENnZEDwMWDfeTDAQpQgS0vPSPWX8FAPS1qttmoK7l+M186/gSqLBKaR7ktChChdjzfTaG8AI7urU3ynEDkyNmob3FfWpPbWU+CnfpEP+3x/34PfplzImagohcN/8XlXt3KSGYd992uPl6/XP0Mq7mFggn9FsT5SykPjwzh1YAn7bD0Ig/XIdW75dZlKEJZRdr9+lsjP5ZbgpXwlk6L1udWOIl+0x/62okcDeA9K90LJWQghShUCX/OhZFvYqnrQvk02pyllb/6vOj0WjvOsQjRRvY8TsKRGsVbYvU1JjbuY4Xv8F9EX9hbtQU5Su+vIRQ0zaBqTEZRbQcJ+AAvPZdFXX6ASXKNGP44u+jaPX2Kpy4pN33REgZdw8zcN+sjejz8QaRvPpqQqZMje1Z5HWowK59OqfAbsfS3We9rWp67Vcot/u8QfsiyiH8UaflfgbblHVgQYpQqLJ9PhpbDuO5SJF9l27CGJQNID7h/ZJafOi8zbEIFUgoG8oGYLE8ibai7UzWGPJVLYZ7e8TlE0XBJqYBB2N447f/cDozB+/+6T0968ur4DmIF25sLISiJ/jcnqK/NQkmUIv5y/IEWbjtFJ74ajuOX/Lws9JNXpkr7mM9pscRInyCFKFQ5ea2Fu4IvaqVr6UDmeqDoqlSRQQUCCvH/wJTF+pMH2dpu4PhsXlb8e4yBf5K9nx1bRZYGcT7lXkCQuhlLTh52c3aodBSoh7/df5/HxTYMsONbcev4P5ZSjb9LJI5krNLxpZRa0BU6m+r6FJ/0AT4pKWi8gqf+3Uy1wiMKdizTilyjVB38TYfvQQAyC3wvIh6PmMCztKunx71qnwfluzO8FmiQsi2439IEQpV1kzyOiQUr2bo4RH+kMaJe1gdH1ZFaO4a3Ue2VRPx77aNWLH3HD5afUg8TyH2Aok4QiJ47drulvKDxk4rk0GM+Ga7+EmhVWNa0EP+3GyMjvjWubUKPC9ZkXwzZO5R3082YOtxBRaqmxUUQy4mHOrr3KR186fAxhnA1NrocH6+IrHdn8HF/55Bx6lrFG9Po+j5dYvjJIf02ja32vKvAUf/UlyuZA06WECEHj8vu6Req7k4DhevSQXZZMKryhTytGzoDuUE6yrAYIYUoVDF5v3S+7qSxt3K4OtXi29TY8KPLec6L6axuOVbOwVNf++mvFK7Bh8hD7zkuhkfRbcVTm7FHFG0lFtqakwBO793/anZt2nl63gyYjF+j35FW37VONvZxrILcbZM4PBK58qhZS8D1zLQ5dxnqkt8+tsdOHxB+dJ5wKTl8wZP3xixUu/KjXz5RJ5cOgyc8VZM3l3qZvn11riEt94xEI7T890nO5IvBJ0iNGPGDFSuXBkxMTFo3rw5/vlHPM7E3LlzwXEc719MTIwfpQ1eyuEi8P3DwInNAIClu8+izeTVupVvNcAiZEgcoUIc4tYP93rbWv7FwqhxqIaTkJwa8wmBkjw6wphIBVG0VThLSzFpyV7UHLsEu06pW0WWW2DH0f90ihMDhQqBxnau2ncOW+QilyuEMRYQX/1Kl/v7E0/FwK7FIvRhU4Fo6RxOXhF3jmcOB3BC2LndKIQufwDekrAgqBSh77//HqNGjcL48eOxfft2NGrUCF26dMH58+dF88THx+Ps2bOuf8eP+7hJYJgwPepjYO+vwOzOAIDPPDaJVNeRyztLq+kAzHKWFttfzf3o/Kh30MRyCNMxlZ+IMXG5den9+GUXU6II8YXw+Klcpll/OadxJi/bp6rGeRuO4fxVb182Y1F/rc9m5eDRuVvRb2ZRxGgz4hSJoVWpOnRO3Jk7UOA8nsPH5m2FJnu0zKarb/3xn/oydUDYR4hWjfmboFKEpk2bhqFDh2Lw4MGoW7cuZs6cidjYWMyePVs0D8dxSE1Ndf1LSUnxo8SBjvgLl8bxlUuvVRFq37usU/jJWjT94eUjpIMiZKhFSKWzdAKuSi+f9wmx9hcdV68IaSRXe/yVs1m5XtfEF5VQ0dW9eU+UpC1Mcz5bX2VNWxvFc6mLf13EOZ+UUL1DACirZ8Xec9rrlvAByvHc7kPlx0kkBLYLEcJelE7ou0p2hqsgF7ghZJkkU5IvBI0ilJ+fj23btqFTp06uYxaLBZ06dcLGjeJ7+1y7dg2VKlVCWloaevXqhT179oimBYC8vDxkZ2fz/oUqUooDb4Ca3RVRzMfBYMloNLQcdv20+uQjpBUfFBHmULXpqneQX+9Uv+8SiFKtqHEKpsaifJ0aU3iVv+ytLJ1I9Yzp9yXLv8L67asXEO4XEg+GcguCd7pL1/L4KwwDDF8WVXiVpOoaqnhOfn8eB2MGojrnuU2NB4ueAt4oDax8w1kD8/44Ykyml5peF5hcBbgmPgtCqCdoFKGLFy/Cbrd7WXRSUlKQkSG8dLFWrVqYPXs2fvnlF3z11VdwOBxo2bIlTp0Sf2AnTZqEhIQE17+0tDRd2xFIKO7fT2xE+9wVvlXmEbnVcy8dNcvGxXafl22PhEVISf1ie09pdZYWioRbOOhqGK4BAHG4gS6WfxDLKXEyFXCWZp6rZ2Q4vU15WnfyCx3FlaFbEEJ/O2Gsmwrs+NpLBPW6lTFyN5u4guf718myzSmz3HUSOC+V4+K1PE0BFz2nxm4eVV0OOOlYP1oWb9zIt+HguavAFqeD/YiIRdIZ0m8+B+u0BSJljAE3nGEGcGITL+YS2YN8I8JsAYykRYsWaNGihet3y5YtUadOHcyaNQtvvPGGYJ4xY8Zg1KhRrt/Z2dkhowx5viyKLUIAIhnfWVhNVzRnwzEMlqlbrI86eO4qaiisx9CpMWcFwofF3A+U7j2lo8lhVuR0tLLuwfKr+wB0AA78CVwUiZPEswjBKe/cHs5d6Uuk6iaTIG+VRdNKYwS+iFV06Zs+ca4Q6j4FgFKFlHn8L06hT5iQAqxkmrMmdxJY+brzR5MBCmSTQPK6iJxL/wbRXLREPu82fB41FVgJoMKtQJW2N5Np9clxcvDcVdw5fS1urVwSP4pK4myDMvVKh6kxD4Vfy+KNztPX4tSVHBzTuP5GaNWY1KXeevwKbnVLqHmlJuFF0FiEkpKSYLVace7cOd7xc+fOITVVWacdGRmJJk2a4NAh8Zgk0dHRiI+P5/0LVdQ45Xm9sCry/rDV2wKntON5ZeFuWVkUY9gch7LVSoY62N5sWyurc+r3jpw/nce/6ScoC+//QgpuAMfXA6e2COxGrz93H58keeVkr9bSl5xf42p2KL/Z5smRn8omveHpN6KSBBR9sWfl+BpzSYOPUMF1lBXaGkUJV+UCBCp//7/5xxk8dMuxK6JpxPsT6Xq+inwTsZCKD1RERjY/HXMLomiF+s2ET11RFjdKLWLXItvnZ4gQI2gUoaioKDRr1gwrV650HXM4HFi5ciXP6iOF3W7Hrl27ULZsWaPEDHq0fGuVQaZMmR7BBME3RW87fhmD5vAHs8INLIWW+Ip1FD5ZhNyyXsuzIf1kJt86wbSoMeqdpa3H/sLCqHGoxZ2USKWPQnXxurvfFwM4N78igcjkRiB1TRLsV1ASzilVSYNIvprVT86CEjh5v5grNwrw6drDmvVnd5FvfZM/tcxxKt80ib2wlH6UbNVp+b9arlxXHgvI64NLZmqstXUPHrUuUVCyp12P4fH5W1y/vD7MJB6489m5OH9VXPlS87xontLiLIHhuxYiBI0iBACjRo3CZ599hnnz5mHv3r148skncf36dQwe7Jx4GThwIMaMGeNK//rrr+PPP//EkSNHsH37djz00EM4fvw4HnvsMbOaEFBIvUeeTqzeFqEitsQ8pbpudx+hvp9sxL8eMWg6Tf8LNhGfgm+j3kRXi4b4MwKKUAycA757h9Tzo7/Re8Z6LN7Jd2ZW4yztLFR9N/d11CQ0sRxCJYuUM6Tw4OAun1wf+Uv6af6moM5N54p+uylC4yPmyZSmM4dXAZ/fiS8uPogdMU94+ZOJoUghOKdumfRbfwiHBFA2CVd0FzynMcwIqPjo3C3yiWQ4l52LNfvPq5rCXJR+RnN9wm3jHyvNKVjQwnFeZa3eVzS7IPWMXcsrsgzmH1iJ/pPm47Y3V3qlcwV0FRBZ6fViTFxJ5hVx4xI43gcAaUW+EFQ+Qvfffz8uXLiAcePGISMjA40bN8bSpUtdDtQnTpyAxVI02F25cgVDhw5FRkYGSpYsiWbNmmHDhg2oW7euWU0IKKR9hGQzK0aoLLnB7ciF6zggEedkZtR7qJz7jXIhAEFFKD16GOrmzeFpOUcuXEcUCrB703L0dM8u6iytDLEVUrqsnFK5+/zbS/YhindnPO6SmyI0OGKZT6JJSyKwfP7Le3jHImFzHnfYnRu9Fk/iFyLW9gMCcs/uDEDlc6ORQIo1pBctJq2EgwHra+SgvMc5X9qrdPm8ENHQEH0a/D4oQqQ/mrfhGMb/ugfv9G2A+yteRdQ3fbAyGqr7njNZuV7Xy0lRy3Py7bis1Hr269Oo5vaTocinjVBPUClCADBixAiMGCG8P9aaNWt4v6dPn47p06f7QargY4R1IRI4ddsCuOPrK6dklYY/3usYrsDZkXqI817kDHQ/y7c6qVs+72Fh8foVYORf439y2v0d6NDJ7tNZvA6ex1d9gCNrgKGrgPLN3E4UOjUXyf9oxB/AN38bJab/kZwa01ik0pz2osG5OLuBq4jFhatiA7savE2YSqbGmMcnSQynxHeG409/eUT3juU8n3fnufG/On3uRv+8C/f3L/ows8IOO4RDVAj1E3a7UB/Bp8kbfyK3wIGuWkZlUoJ8Iqimxgj9eD7yRwyN+EP0vFwnqWYprFBJFoU+Empeb8kpArvNua+UAELL8btbPafemPqpMV52o9UgT+GUhAPwSHPGbaNWk3yEnv0uXTzxkTUAgENLPsT05Qcky+1r1U8JEt4clH+wGncaD1mXI0I0sJ6P91+XOEKe+dQj3j4Npbu1SauzNADEKLEIbZ2D5dEvun5m5eTzPsaKQ53j8/7oRzAy4idVeXjsWYgSBRd5z1FugbNPJZXG/5AiRChCykdIEZxnfv0VA0mZBDZhdEfJHL7Y1JhEobJJvtp0XEOMHOGQtIqlE4uunO9mIQwAZ2kxth27gvdXHiw64FrmroxnrT8rrkvpwL8y+gVMjJyDgdblrmPubfP9edewakwOBRlPeezPVfTRoK49w6yLsSRqtMdRDcq6AIoUoawTvJ8nr9zgTY3FcspWnhUSwTkwMmIB75iqe/zjILxy9GGRkyI+QnJl0kZlmiFFKAxoaXEuQVcz6Ojp3yDUQSh1gNXCgAi+5YcD8910fHobGudsFjwlVHIidw34tL3bEWHT+NhFu3HystpluL53eIJXw336xU9TY0pa4vn8eP7OtzPB42L8L1KZItTPugaHYgaixLHlsmkLaWwpCs3h/g5pCdjHQ+Eg18IiFTlfvQyt31ktWILwai5xXo78FnUsnish5S1CnMSUYCHRcJsaUyiXw8F49yTOcwm+YDn6Khoxjhz9SiQdyCdIEQoDumlZYeWBL++ZUCenRNFSq7tID4TShSlRy56/9Kq6eq+6rZbRtPxeDepL95LbhC9KJVfFU4nwlPuROb6vhhJiys1YQxX/HAKA75Sr9m56ylxcYeybIpRNjc2KnKZHkRB/nqTabcQTrsAi5B5FXakixPjXLUJDHCFPCp+J5APfAktG6/4+SVmtGcfBfc2FYqdrAgApQmGBTcSpTwq5V1iNGVjdxIVHXh36VgZOtnpfgpVp99Fw5tNFReI4r2v1gfv0EQ8RC4qCr2+9UaQQgynSxI2YbnVnQsRcVendpXFX5ixw4LXI+eoql2ya+0nlz9J1DQEji+6X7xYTYUdojzQKauFPjSlVhBw8q7TXs/P3NM2KTNVNrwCbZwLH5P3UhJ5/TeE4PM7lFPiu2IUTpAiFAWJ7c/kPrYqCb1/d/JPi14AD87njSMYVvB/5kUQKpj6Ing9YwDBNwqFYeKmtGRYheTgw/OMWDNApelFOfy1TfyBijWwad1nEfITiVDrmylFYy2PW3xEvESjS8yrZHfreb7WKqJL3QUmJPEVI49SYoOxuEcuVfJB5lZGbJZxQI8xAd4Jwx+wRkvADdg232Tu+i//XMui6ItTXfcZkmBz5KXpZN4gn0NHnQDiqrR6mMzMUIfn74tkyDg7eoFMYh8nIJ/TzyCmq0pfFJUyJnKWfABLWumTuCgBgbOTXomn0QkrZUe8H5a6IeP+llGje8nllMtgZ87DSCeTLv+r608pxgu/HPZZ1iuoTWxAhbBESRq1fFqEcUoRCkFwP64ZDQ+ditLO0EcQiTyIKsnHDJAeGKtxZRen04Ea+gPVKg9boJY/s/lLKWfHfOYz4Zjuyc6WnHLU4SwPCA1cZLlOhdOrpZJVedVgIB4bq3Cl8HPU+almK9mvzfXGA+JV6J/IzH8vWB9VPoFuTxN8NwdgFPuNw8OMICdfv5uwusrPy9KhPJGopSq/G+iZ+LcgiZBRBF1CRkGfmX4cx0u23HkqNL8vnhSdhlJWgZnrsqYhfcKd1u9dxDgyY30uiDt96Vk5RGcKrxjRhlF655AXdinps/lYAQGp8DMZKpFP2HHg6S/OvNwMQj+tYFf28ajmFaMwdQjqrrihtjodS2tO6ET2tG73S+fwGSlgDKnHnRM/pT6F/mTe8d0ClYs5c//t4pVRNjblvuiqjZGgR6/R24NBK4I5X0feTbRBSpZVI+8HKg1i57zyGNKc9Mo2CFKEQZNvxK7zfWqbG9IQDA1MT50YjlUUGhCjYgBzjNpzk/DxxGFEgtLeSCgnE4ggZwPmr0svwta4as/AUIQ7VOO37WXnyUdQHaJ33gaK043/drSxdxHwAfX2QSmLFkOKPCn4ZWvRp6TVjKn2EDNHolZXJlEyNce4WIfkyBR2uASA3E1du9ANiFInmRaGv34/WfN6WP+7QpJlv0NRYGFA0NWbedNdBiX3DxOtQh9gUoJExi4CbipCM4+fkJXsF8wHqO7G4y7sEhOBQIftfVeX4a8pSCi1TY07Fk39My/SvHvy8/bSidPcrcLSWxED/kObcXnwd+SaqcfJtKbKc6GHhLCqjHDsvWKbqTwyF18nuYLzo9hZOuo+w+uKweGG/6Ck17bPbxBd0MHAocNvGQ82muARZhMICLavG9PYRysjKQU2Vq/jV9j3iipB0p6BHS+WUipX7zqGUbpdUuKD+e4apKqUiJ7XDvT7IfUkrWz4v/ZvB/ysjddkoV12NGs7wEXtGv49+AwAwi5vuOpZrsyNaYDDdHvME7s6biBOXb6Chx/vMqf3gcCt/hONrZFkVWnMkW6zcWdpdXuGPJQ8fIRnlQq8+U+w+SW1LlJ1TgMgCO6Jofw5NkCIUBjiY2VNj/lp1JlyH0ZYPpS0zVg4119cpx+dRU40RxQ25HbG1WoQ8By49LULGW8r0Ll+ftheuPgOAF3/aichDdQTTvRn5BU6yMrpL8UrkN9jh8PDNUvA1xFNKFVpCjl24xpNXzkfIqD1NVa0akyjnRoEDCbpIFJ74NELm5qqNjkr4A8++IBhXjQ23LnLueq1CDL2mxupxx1SlF5qq8U4jnK+LZQtutYibzoVgQqEAAuBLsEbeHuDXp4Ebl1EK2Vgc9TLaXF4gmUebRYifi/ndS8utbn9NQUgsn1cqwVdRkyTPu1/Bu60b8fP2U4LpxCysat8z4YjzvqKshGV7zvHql/URUuAkZLQCnei4Ip+I0IRqRcjhcOCNN95A+fLlERcXhyNHjgAAXn31VXzxxRe6C0j4zimBrzdRRDp2z6kAo1/6FyJ/QOLOOap8I8QUIbkuzLMtv0e/rLjOwvxKhuG3I/jLnNO4C5gVNR3VLPJL7z1r9BUjvnDHnf8fsH0+sPQlPBOxAA0sx9Dn3PtyksiW6znlwoE/6DonOfw8NaY5I0MZTn2gvQuCsaPUUc9yXHFaodWXhVhEnnf3Y6v3X8DFa3L71clfRc9QIHLY7MrScxzzUIQElLjNRXGgrCLL5/3JI9c+Fz9JLkE+obr3mDhxIubOnYvJkycjKirKdbx+/fr4/HOJG0WYRh4iFaetenktSiHb673y/K1u+TzT9MUedek/VenF6jDaWVpJHRwYKlou8I6lclpXsvm+xNhQQ8bFg4iFsk1b3cV4xipsPfJurfedNmtqTPVlXPEaVkarD1OQeUN87yi9lEClbRF71t2PL9xxGsNuhlAQr1CJIqTu3Z29/pjitO5PjKBFaP8fRWk5DnCo35JEDXG4gZ+iXsMQ6xLB86XtF0Xz2hwUY8gXVL9B8+fPx6effooBAwbAai3ylmvUqBH27dunq3CENjydCdWsTuq973n8ET3G+8TNXqMMriAZ+ppoa3InEY/rgufUDEpanaV9hYN6qxOgfQATbI2KJgbSx6O7SjMq8ifBNB9FfYCS4IcMCJRVY6o4vApY/562vFIbbmor0QulV9DiEdm7KD//2PYTmUBBDppz3ismxeqT+2BKxhXJj7Tf/lW2is9Zf1FOOR+hO9hGYPGzsmU241ROc7u19yHrCtxiOeARKbsIh0R0fK+dAALpJQ8CVDtLnz59GtWrewcbczgcKCjQvnElETikcleQxYrzjjEGWGHHlpjhAIC19gaKy5NUZs7swJ/Ro3GWlfLOx6m1fWhzlvZ9mk/eR0gIzYO3j/Na/53JMsz5sxClFkAl6W6z7OdtH+Hpk2WGj1BhfaomTL68R3N9mw5fRA3NuYXRes3EpsYEPzh+HIzvo4UtHErwrIm307wASlsUgzzcbSkKfCn3/k62vytbJgfgpchvFUrg5HZLkZIoZ1WW2o4mEEJhBDOqFaG6deti3bp1qFSpEu/4Tz/9hCZNmugmGOEDzNMipEORAG+6o61VIJaNCMJOkTelOurcq6es6DSR7xYh2aixPsKBeeyALZTGG+1WDN+mQnacuIJTBTmaA7zJo3+nXIErmla0aFQ8jcBfUlzPt4n21v5WAsWnxgSuxgFxJUiyXxDBAU70ohdHDl65MUMyfyGvRcxHZUtRAFaj+wgl5CBa8nxQWD2DFNWK0Lhx4/DII4/g9OnTcDgcWLBgAfbv34/58+fjt99+M0JGQi1eipD6SMJ+M7UmlBeXQWWdYlNNUvE3iupSbX5y8aB1FUpwcjuKe8vwoeRu9RIl+bhzvM6bjvtEV8sWRekiUOQE63SW5luEHrKu0E0mVe9JAFzL0txV+UQ6IqaIKtlNnoeGiycUv6mi5QLmR07CblYFt9nFnbzdcVeCAP38CH1RVW7IfJlIWYTMWjUZKqj+tOzVqxcWL16MFStWoHjx4hg3bhz27t2LxYsX48477zRCRkI1+vfOZ7K0r1qRnD6wSDtyq4+OI1SGnCOzhk7cjQcjVmnKJ688BSkqBjgxfwhPrDxFyHNqDBgcsUxxnXrg74FHzgKmZNNfvRBTGtxlvNO6TUFJCj5QPK6z2MdOW+suNLMcUFCnMHooQr72ujlM2iIk/AHkDilDWtEUULFNmzZYvny53rIQOuE5DmnZysHbIZFDDU44rogckp24RSrcNFNkzSlE1CIUANMo+k7lhF+H5z510cW6FVNt/Vy/9b4agTLt5k4gPMOFWDgGTkDZdVcm7rZuwtMFz/hcl2ctUgqLL8qMHtfXuWhCe2ykftY1kuelLELqaiI8ob3GQhChgeFank3VgFHHctLr2ILo13STp+ik9CPY7+qXmup0JxDm//Xk0nUBf6RAmKO5yfHLN3Qvs4HlGO/3gqjxrr/1VlyUlFeKy8asyGnoYNmha91iyMmUx5SHyPAV0S0gVN8H7/S3yFh1pCy3vigzVpm9xpRwl3WT4PHrecqW3bexem/g63Cbx76Soy6mEqEc1RYhi8UiGTbfrjCgFWEc3lsSAPXHL8OxGPNW9Xn7HDl/bzt+Gc1Ec3Hofe17xXWIbSWiJMaP0ehptaiZvVE+kQRGt7dS3gFUitA+TaGEOM64qPZKBtR4LgddrFvRxboVlXO/MUyWQrSEZzAKsevTzHJQVTlCViWtdQNAItRv7FxUrl4+Qt7yxWUdwF0Wbe+s3e0ayTlLx4fqVLsfUK0ILVy4kPe7oKAAO3bswLx58zBhwgTdBCO0w7xeanOtBVJfcTPXHMJnUcLn1G5fIO4jZKyztBICcbolVND/2gbevZINAaHDs6v0OpblLiPGIr1KEgDay1rL1F9nKxyiudRHaC/C6KnHj6I+1JTP4dYHXkWsaLqqlgxN5RNOVCtCvXr18jp27733ol69evj+++8xZMgQXQQjAov+Vm0OwQDwXdREr2MtrP8BBfoOYuLL56XrqMadQfGg/5oKvME7WHE+RcF2PTWswPJB8y/JyVtf5kZN0Vx+IZ4yGhUl3t0Z350oFCBfRWR+vXEPGL3FURvdrMpWWRLq0M1H6Pbbb8fKlSv1Ko7wAaHdun2lseWwz2V40pQ7INMVq5O7ieWQ4HE5H6GF0eNRSkHH7guBZBEKNQuK3u1J4rKxKXqErmX6ilwbtVg0iiMHT1kXaZTIdzgFiphnu53t1N90W4bLFjz+csTXgsfF0FsyO2OwwIFo5AdUHxJq6KII5eTk4IMPPkD58uIxYQg/EiTvS23LSUgKq7IdxTmx/a3MvyChvM6LA/Pr8m1/kMpdMVsEVWgZJDtZd+DFyB8MkEYZNXbJR2v2xAIHTl/R3xlfjIFWc1dH220FWBn1HH6PehlRMHavs3BG9dRYyZIlec7SjDFcvXoVsbGx+Oqrr3QVjtCK/pGljUCu89YrVkuorRoThJnXRgsYVkc/Z1r94fClLDclFEjL65VS/qjw3nLuePYAFjBk5xb4bb2zhWNYF/Ws4vR6P4vsxhVUuRn8sQE7omvZRBGqFaHp06fzFCGLxYIyZcqgefPmKFmypK7CEfoQqANFbe4EdjDvfesK2Xc2C7dL5JcLlFhIIChCRt+DXScvQ+nub3orxmYPwoGq6PsTI5+vjfa6Tp++AMACh9+DWaZZLsgnMogCt1XYctv4uBNA0TSCAtWK0KBBgwwQg9CX4HgLHo5YgYchvjXC2excQCLe4gCrMp+0QFUE9WTGqgOYKbL6zmjC4fqaTYSJISCuophhZaslkPaZE0Zf2fJtRfc9QsShm/AdRYrQzp07FRfYsGFDzcIQ+uC5Wj2wOw7t3Gv9S1G6QGi/0TKY2UmafX3vta41tX5/0MriHWzPHSOsnhwcYLCYanHzdpY237rrT/JtRe91JClChqFIEWrcuDE4jpON68JxHAVUDAjMH/j9gdIOWihia6ghtvzXH+g5OJVGluo890es0a3+QMVzk1BPZkR+oHudf0c/i/X2+jCzP6lkOc/7bTVhasxMCtwUoQhOubM0C5MxQC8UKUJHjx41Wg5CRzwjtoZqtxFuX4dSmOkHpaeP0LaYJ3UrK5yoYTmte5nluUu4L+IvrLA30b1srXhuuBto6N3Xuk+NkUXIOBQpQpUqVTJaDkJHHJ6KkA87qwcywaTgGd15q9krSW9ZzHaWJowlkN6zQH/W9H63+FNjKixCgX2ZAg5Nu88DwH///YcTJ04gP5/vyd6zZ0+fhSJ8I5C/mNQgu61AiLRTDwZa/zStbqWr94jAJhjeJyvnQHEYt8+cr+h9Dd1XjanxAwz8OxlYqFaEjhw5gnvuuQe7du3i+Q0VLqknH6HAIxg6OCHkvv4C6UtVDqPvgefu7NLoK8u66JG6lkcEFoHUf3BgPu0pZjR690kFtGrML6gOS/Xss8+iSpUqOH/+PGJjY7Fnzx6sXbsWt9xyC9asWWOAiIRamEdwPQsY+lnXmCKLLwTCrvF6EUhK24MRq3UtL4HzX6Rfwv/cYU03WwQXge4XqHefZHfbbExVZOn867rKEeqotght3LgRq1atQlJSEiwWCywWC1q3bo1JkybhmWeewY4dcjsOE0bj+Sr2sa5Dc8s+U2TxBTNjpxAEEXgEQnBUKSpx0qv71LJy83a0u/l3BKfcIsTlXgGQrKssoYxqi5DdbkeJEiUAAElJSThz5gwAp0P1/v379ZWO0IaHp1xjTngz0kBHbkl4MClCXQNs1+h63DGzRSAI1QS6s3Qcp6//0v8ujHP9HaHGIsQFkg068FFtEapfvz7+/fdfVKlSBc2bN8fkyZMRFRWFTz/9FFWrVjVCRsJH7LACQbhhn9zXXy3LKT9J4jtDIpaYLQKP36NfNlsEglBNMH386EFJ7prrbzVTY7RqTB2qFaGxY8fi+nXn/OPrr7+Ou+66C23atEHp0qXx/fff6y4goR7PzsLmrx0KdSbcOj2CIKRRs4Q81FDnLE19pxoUK0K33HILHnvsMTz44IOIj48HAFSvXh379u3D5cuXvXalJ0zE43PALrVhVwBDTxNB+I9geN/CeeWUOiUwGO5m4KDYVNCoUSO8+OKLKFu2LAYOHMhbIVaqVClSggIIz/Dq7ubVYIIsQr4RhQKzRSCCiGB438JZEVLjKB5O25DogWJF6IsvvkBGRgZmzJiBEydOoGPHjqhevTreeustnD6tf3h3wgcCvz9TRDB0zIHMZ5FTzRYhLKjAXTBbhLAhnLeZsKrYIYB6TnWoch6JjY3FoEGDsGbNGhw4cAAPPPAAZs2ahcqVK6NHjx5YsGCBUXISqgjsJaZKIUXIN9pZd5otQliwMup5s0UIG1K4K2aLEBSQs7Q6NHvRVqtWDRMnTsSxY8fw7bffYtOmTejXr5+eshEaCZWXgBQhIhiI5kJjCjIY3rcXI2lBDqE/mvcaA4A1a9Zgzpw5+PnnnxEREYGhQ4fqJRfhC6GiCREE4TfIqyR0oBFAHaoVoVOnTmHu3LmYO3cujhw5gjZt2uDjjz9Gv379UKxYMSNkJMIU6pgJgiDUQ87S6lCsCP3www+YPXs2Vq5cieTkZDzyyCN49NFHUb16dSPlI7TAQsNHKNCjyBJEaEHvGxGeKFaEHnroIfTo0QMLFy5E9+7dYbEEZ5A+InjgVKySIAiCIJyQd4Q6FCtCp06dQnIybeIWHITGWxAMzpsEESpEc+EbtTn0CI1ZAX+h2KxDSlAQESL6Q3PLPrNFIAiCCD7IJKQKmt8KQco7gmczUoIgCEJfSA9SBylCIciwnNlmi0AQBEGYBWlCqiBFiCAIgiCIsEW1IlS1alVcunTJ63hmZiaqVq2qi1CEb9iCdLd5giAIQgfIIqQK1YrQsWPHYLd7b3yXl5dHm68GCDbOp4DhBEEQRBDDaNWYKhSPmL/++qvr72XLliEhIcH12263Y+XKlahcubKuwhHaIIsQQRBEGEMWIVUoVoR69+4NAOA4Do888gjvXGRkJCpXroypU6fqKhyhDbtvW8gRBEEQQQzpQepQPGI6HE5TW5UqVbBlyxYkJSUZJhThG2QRIgginLnI4pHEZZsthomQJqQG1aaDo0ePGiEHoSOkCBEEEc5cZzGkCBGK0TSHsnLlSqxcuRLnz593WYoKmT3b2Bg2M2bMwJQpU5CRkYFGjRrhww8/xG233Saa/scff8Srr76KY8eOoUaNGnjnnXfQvXt3Q2U0mxsoZrYIBEEQphHuu68zBylCalC9amzChAno3LkzVq5ciYsXL+LKlSu8f0by/fffY9SoURg/fjy2b9+ORo0aoUuXLjh//rxg+g0bNqB///4YMmQIduzYgd69e6N3797YvXu3oXKazU5LXbNFIAiCMI1wVwPCvf1q4RhT51ZVtmxZTJ48GQ8//LBRMonSvHlz3Hrrrfjoo48AOP2W0tLS8PTTT+Oll17ySn///ffj+vXr+O2331zHbr/9djRu3BgzZ85UVGd2djYSEhKQlZWF+Ph4fRpiMFPeHI0XCpS1jyAIItQ44khFVUuG2WKYxu57/0L9+o3NFsN0lI7fqqfG8vPz0bJlS5+E00J+fj62bduGMWPGuI5ZLBZ06tQJGzduFMyzceNGjBo1inesS5cuWLRokWg9eXl5yMvLc/3OzjZmnnnjvFdQ+uSfhpT9gu2AIeUSBEEEA+E+NVbhx+44sKi82WKo4tqtz6BpF/8bWAANitBjjz2Gb775Bq+++qoR8ohy8eJF2O12pKSk8I6npKRg3z7hXcozMjIE02dkiH8pTJo0CRMmTPBdYBks2SdRkxQWgiAIQmcSuetIDLLxZXO2sIuLP1CtCOXm5uLTTz/FihUr0LBhQ0RGRvLOT5s2TTfhzGDMmDE8K1J2djbS0tJ0ryf5juH495z+Tts5J3bi9mMzdC+XIAgiWHCE+Taa+7hqyGvzotliqKJS9Wam1a1aEdq5cycaN24MAF5OxxxnnDkyKSkJVqsV586d4x0/d+4cUlNTBfOkpqaqSg8A0dHRiI6O9l1gGarUaw7Ua657ubvXFwdIESIIIowJd2fhK8UqosUdD5gtRtCgWhFavXq1EXLIEhUVhWbNmmHlypWuKNcOhwMrV67EiBEjBPO0aNECK1euxMiRI13Hli9fjhYtWvhBYnPgOIohRBBEeBPuPkII+/arQ7P98NChQ1i2bBlycnIAACoXn2li1KhR+OyzzzBv3jzs3bsXTz75JK5fv47BgwcDAAYOHMhzpn722WexdOlSTJ06Ffv27cNrr72GrVu3iipOIYGBVjmCIIhgIOwVoTBvvlpUW4QuXbqE++67D6tXrwbHcTh48CCqVq2KIUOGoGTJkobuN3b//ffjwoULGDduHDIyMtC4cWMsXbrU5RB94sQJWCxFul3Lli3xzTffYOzYsXj55ZdRo0YNLFq0CPXr1zdMRvOhN4AgiPAm3KfGaBRQh2pF6H//+x8iIyNx4sQJ1KlTx3X8/vvvx6hRowzfeHXEiBGiFp01a9Z4HevXrx/69etnqEyBBGcJbydBgiCIsFcFaGZAFaoVoT///BPLli1DhQoVeMdr1KiB48eP6yYYoRGOFCGCIMKbcJ8aC+/Wq0f1qHn9+nXExsZ6Hb98+bJfVlsR0nAWegUIgggt8pm6RSDhPjVGFiF1qFaE2rRpg/nz57t+cxwHh8OByZMno0OHDroKR2iBLEIEQYQW21lNVenJIhTe7VeL6qmxyZMno2PHjti6dSvy8/Px4osvYs+ePbh8+TLWr19vhIyECshHiCCIUOM0K60qfbhbhMK9/WpRPWrWr18fBw4cQOvWrdGrVy9cv34dffr0wY4dO1CtWjUjZCRUQV8CBEGEDnNsXfCNraOqPOEeWdrI4MahiCqLUEFBAbp27YqZM2filVdeMUomwgc4cpYmCCKEmGB7BA25w2aLEVSQGqQOVaNmZGQkdu7caZQshB7QlwBBEGFO2E8N0TigCtXmg4ceeghffPGFEbIQOmChLTYIgghzwkENmGe7U/RcuDuLq0W1s7TNZsPs2bOxYsUKNGvWDMWLF+edD/bd54MeWj5PEESIwam08ahNbzbf2jqgf4S6fTwPsgqi58ggpA7VitDu3bvRtGlTAMCBAwd458hBKxCge2A0RxypqGrJMFsMgiBCgEH5L6Aid17XMmkUUIcqRchut2PChAlo0KABSpYsaZRMhC/Q8nnDKVD//UAQhB8JLosQBzvUuzRITn+RUUIVqkZNq9WKzp07IzMz0yBxCF+hVWPGY9PQaREEQQjBwMGu+3J/UoTUoCmO0JEjR4yQhdABCqhoPKQIBS/7HGlmi0D4gWBSAxigSRGSsggFU/sDAdVXf+LEiXj++efx22+/4ezZs8jOzub9I8yFQqsbj1mKUBaLxb+OqqbUHQqccJQJqgmTQCKXRZotgiqCaWqMgYOdaVGEJKCpMVWodnbo3r07AKBnz54852jGGDiOg91u1086QjVkETIe/c3Yylhkb4VzrCQaWcgiqxUaHrTxbMEIzIqabrYYigmm+8zA6f5xFUztDwRUK0KrV6tb4kf4GfoSMJxwD99PhB95MNciFMq9GgPwH6ukIZ/4VYkvFlwWPLNRrQi1a9fOCDkInSBnaeNhzJxumYKk+YaFYxRyWCP5QbZSMtimxg5JxASSyidG1TJxvogUdqh+uteuXSt5vm3btpqFIXSAFCHDcZikkNS2nMQFe6IpdQux3N4Md1q3mS2GYixwmC1C0FLAgksRCia0fuBIqXoWmhlQheqnu3379l7H3H2FyEfIXCiopfGYpQjdxu3DOjTwa53nWSKSuUy/1mkUliCyEgQawRc7i+41oRzV5oMrV67w/p0/fx5Lly7Frbfeij///NMIGQkVcBZa2m004TRFdVveDLNF0A0rHDQ8asTMqbGn2ldTnSeY3lDtFiEKqKgXqp/uhIQEr2N33nknoqKiMGrUKGzbFjym8lCEls8bj1mrxgAzfB9C53miqTHtmGkR4jj1Vtig8hEyyeeQKEK3Hj0lJQX79+/XqzhCK7R83nACedXYU/nP+K2u4BlqnFjCypanL2ZNBxeym1URPO4IASUi2N6jUES1mr9z507eb8YYzp49i7fffhuNGzfWSy5CI7RqzHjMGhSUdJiZoNUiYljJIhS0OGDBGwUP4dXIrxSlDyqLkCH9SfAriP5EtSLUuHFjcBwHxvgP2u23347Zs2frJhihDXKW9gfmXWO5Dj6QrVVmE0yDY6ARCLY0IRnE7qj50irHkKeSxgFVqFaEjh49yvttsVhQpkwZxMTE6CYUoR3OQi+A0Zg9TSCFP6cKAvcqCEM+QtoJBEVICKdc3qqEmNLrYJwznlQAEajXNpxQrQhVqqQ+AibhR2jVmOGY5SytpMP0r5IWWAOKHDQ1ph0G4DKLQynumuF1rbE3Qnvrv4rSir0TYsd/dbRAb+sGzbIZASlC5qO4R1+1ahXq1q0ruLFqVlYW6tWrh3Xr1ukqHKEejqZGDMes4Z8pWBNInao4NDWmHQYOn9nu8lNdfKSeevGpsXC/19QPqEHxqPnee+9h6NChiI+P9zqXkJCAxx9/HNOmTdNVOEI9NDVmPCxAlc0V9ibI9+OeUIE62Fxmwg7jFFBRO/5UsMX83ITunpRcP9tbex0Lm96RfIRUobhH//fff9G1a1fR8507d6YYQgEAx9HUmBYmFfRXnNZMHyEp5eOxghf8OtQHalebKaII0dSYdvz5XInVpVYZe67gKQzMH807Foh+YmTFNR/FitC5c+cQGSn+tRkREYELFy7oIhShHfc9ZubaOpsoif9YY2/kcxlnWGnFaQPZWdqfnWqgWoTE0Ook+7e9ns6S+Jc8HfYJ8+dz5WlxlTJuiD2Dhcc95Q7EN1ePa7vBXlcHScIXxYpQ+fLlsXv3btHzO3fuRNmyZXURitAOc5saC7aBSis7HNX9Wl9gL1HX3qmq7UzD5fnKRnGzRfCJYQXPSZ4/w0opKMWfilDwlL7fUQHNcj/xqQw9JHqm4GkdSglfFPfo3bt3x6uvvorc3Fyvczk5ORg/fjzuuss/znSEOO5TY+HiE6HHF5WaMswyZTMAnIxVw5c7vkskem8hnkvzA/HrWo4TLFl1nmBX+M6yUkh3VBU9P9N2t2wZzI+XwMj3y4h7eQne206pQY/25nn5Bgbj22keihWhsWPH4vLly6hZsyYmT56MX375Bb/88gveeecd1KpVC5cvX8Yrr7xipKyEAtw3XfWnT8ROh/QgaiR6TFUxcHg4/yVFae3MzL3GpPGlU5XL63mdg01BmF7QF68UDDFbDEEOO8yzpit5Zvw7NaZuSbyZ+PsjTLwMD8hZWhWKJ49TUlKwYcMGPPnkkxgzZowrsjTHcejSpQtmzJiBlJQUwwQllOGuCPlzoDrGUtEQR+UTBjDrHA0VpQvEDrkQI2ULGkVIZBB4394HgfqlbOTu7nLPhFJFyOz7raX24PAR0qOMQGxZ8KDq7atUqRL++OMPXLlyBYcOHQJjDDVq1EDJkiWNko9QicUSflNj/l4NZN5eY8JRdPlpfEHOImQBYPepBn8QbeUg/Ehou2/+uNt2KF/teYEloAyXpbIG31oRKj2J3sqcmUqMe1sCeQFHMKDpM6RkyZK49dZb9ZaF0AH3j2F/LhU182vR3yHzzXOWNncKI7CdxI3DH8+2kdHK5aRXahHyl9XBO6CifujfAj1KVF6G2BYh3veGFCM1hGfPFsK4R2G1cIEXM8MYfB+o1JRgXmRpJWloakzvaxBIitDg/BegxxNod3N8D5apMTXILavXCz2ftYJI72DF3vUZL0c4QopQqMGzCPmv44rwwTkvk/m2PNnfU4C+WEZOOsoglymP/pzFYl1/c5DvyH25EmJ5l9ubAgBm2/kBVYNpYAx0lCpCqx1NdKlP7cDp34CKxjlLB/Iz+0/3P1Sll7we5CytClKEQgzOJEWoZPEozXl97eCCyUdoG6uB2/JmoHveW4rSq13lZMSX4YiCZ4DBS/Ge7V7e8XDpav3RTiOnHYWmtdyfYWW9hO9TY+5KvVnofS/19M3JL5aCE44ykmnc74G7UkcWId8gRSjEcI/3EYjh5I1AqJ3XWIxh9fna6WQjDv+xyorSeg5YFUsZN5iItSsPUUClFl6DdSB/XevJVRTzKf8mRx3ZNGpCMugx5LnfSwbOK0aUJ3pMjfka9E+fwd58Z+lsxn+eXGVwgE3GaV65tYwUIzWQIhRquL2ZwTJQSUl5jiXK5heyfI0teFSlDMo7jtJx2pUstd2Tp1xN0hJVpTeSs1ASkThAqNJOc9YvbN10FEQYq5/9+RhPwebQNn86XpawPuqzOkojGqZ5irbYMBa93zfP8vY50oAS5RTkI3yBFKEQg7m9EsGyfF6qM7nE5KO2/uuoJlCmfjL4ktZXPAcsI2tWc83GFgxGLos2TBbdeXiR5qw3YJx1sZBI2Awt3/PeeloaT7FkfGPvKJHf96kxpfmN7LU8+8RTLEkyvYNxWGFvgq2OmrrK0Tvvda9jQlfnJEsGGhRNSSu+NhHaXRXCEVKEQoxIa9EtNXJJridmWp+uohh6KPS50QMHp/26qr1OXkuJZcYSfylpl1kJv9zxL5NGasglIJklsLu6YyzVr/Wp9Uli8N87LvYMZ/m4qALwnkZ/tWCwZPpRBU/isYIXRLch+dZ+hyY5jrCiSOLu7fW8L55XXPHUWOtRmuQKVwK7dyBUUzy6KDRUgYHRavVEjy9NX/041HTxng6Sv9lvd/39ka2XZN7f7c3ViAXP70SLzKXyxXlTzX3g4B8vhItW86PVv9y9tuF1FKjYIV69Mu19pzwtjVrKUIuvZfzhaA40etCvdRYi5rvzg729pvKE5OI47zur3IpWlG5Hg1eB2CCatg4ASBEKYWxMebRaX/Hla9HX70zmZ3sUk/hqc++Q/rQ388q7zKEuEKln2f60CPXLG6dbWVrRMr3L6bx0+M46vilja+0NZNP4254aE6U8hAOg/rnKSayBBfbWHmVoo7BmO6zAPb7t9K71ySgQUYS0vm9K4wEpdYJ2Ly860n/9fqhAilAIYwuT2+vvQUSq83OX5Wd7WzTNnYl0ng+Tuo6Tv7qHHzBTrn4lXGIlAADpjqpe7drCxC0hflM9NYwzZeKEfZfG9qiDqkkapld82Hr9S1snfGHvLrupqtFTml7lc2otQuo43eR5r2Pv3qtsLz+tLK71jutvsRaJKTRy2EQsdnpusSEks1T5N9xWxvLvIa0YU0t4jJRhitj+RfkaLEWHHPIrF7Tj+9SYPx2YlfpXMACXEQ9fukv3nBzkp8akrkPnvHcwqaA/79hlFo86ubNxT76386YcflGGNCghkRHC9+exNlWx6vn2ovlq5c4VE8L1l5pd4i+zOLxqexR5iJJ9ZpS0Us6xV7xsgakxNz83dnPpfKXSUqEZlL9f55/ci6zKnb2OJ5VQOn2t7V0+mFTkr8OB4cP+3sEnz7OSwK2PqS5bf4uQ0NSYvEXI/Tm5hKJI1OUTiq4to2CKqiFFKITxnNc+6khBh5gfRFfBzLF1wY+2thiR7x3v4wriDJER0MdHyFdl6iq0xee54LGqTcj3wpfVe0p3zy6MA8Mk4sGIOc/nIAZMpZT+sghpqqeENsfjPIistPHBIqQnT998L/W49szD0ggAaSXF3wFV72ixUhCSUk6J9xmP+5RcIhoJMXxLDgcH0GOq6qLzdfa3FHd6lv7tzklWFHzx75e0OW0TTkgRCmEuMf7eNftYRSBCfMnzfpaGF2xP4Awr7XVOrg/z5SNkkb2V9swqWW1vJHh8g6Oe4jLcO7FXvOIVeStCvvlP8Zc5cyIbzBY6ScsNWFaP3eM3O4qmv760eX/Fm43aa3fQUR5cb74fSZ+813SUyCiUOyyrj0UlcIxTZxVWdRc4sf7A2OXzDoGMnv58WrupjvXKi5wRLnEfqyRZnlAbLZz3Bx2DRbRzPcWS8W70CODe2R5+cWQRUgspQqFIr4+x3N4UX9j5geAYOFglPsvMWAI/x9YF79ruEz2vVCKlH+2nBaYXPrN1h9bOw9PKwgT+9s0i5P43h8yGwmZ9JYoQA8eT5a2C/njLNsD1+wIS8Yu9paQ839o64JCjHP503OKX6Ui1z+TggheBxIqu33/ZG2I78zUGTJEMu1kVxbmMujoRGkwrnvfKFhXvdU7qY4aBw3WF8ZTE/NiUiq31uXIo6AS0vot926lb5HAW3h+TYhRKJDw15pmWfz6lwzCgfl+PVKQIqYUUoVCkyQAMLXgeOQIdl9Wjt7sj713X31KvT5TVmJdrqf025EPdChZPhHyEjBykpZYeM4FdvX2TxGMAKya8F1GhD4rc8vkTrGgF1Kf2u72mSeViT42xDUWn/CnIQ5ShivMaeyMccpTD0Wj57Sn4GCCT2wA7sWAAL1yC4iJkz6sIXaDDo10QWcL1d4vqSVj7QgfJ9AwcvrNLpymE44SfeaNdV4SvMf+o2me2ML29WCls7vCtNsEEpfK+GFaVy+eXPNsGDzWvKHqeUA4pQmEEA7wsQkeYMifoBhUSJc+bGVBRyi/GH7jXLugEqeDa7I0QXqHlWZ5dyP6PIgVGziK02HE7ctuOBQb9LphGSNbkEp7TqcZf70EFL+LO/Mmwq5zC8UTv/amyURwjCp5Brdy5SK8xQjKXmndCzdvzW3x/+US8sr2vgc1NEWqcVhIVJR2lnfLlIQq35n6MIw5pHywOhSEM9HlOlCpQ7gYhsWtvEZha7p//Cg46hKe+3Mu5UrqpMkFkyEW04D2xWNR90NUpGy8cKoIMQqohRSjMiJSw7Eh13EZt7qBVfZpQ8LDrb7vCVWM2ZsEs+10CMsjn3eMomvP3XJXRrmaRlUaoPUoGxCnFvZcbe5bn3BxTzEfI4pVeuDwLIto9B1RuLZOyCLHp1L8d9RWXoR7upgO3b8/dNR8DbQLgjbCF8uQhyngThwhLStwLPLkBV2OUr+T02mLD6qbccoVTY9JKNOCcPp1lF46yXFScsVvBiMEE3w2+JEL7xm101MOd+VMEy+QrTsp7q8qlhcM0nLaWx5B8/rvuWlTByTtLRyiwzNNO9OohRSiMCBQfof/clAqt/Gxv6/r7KJNf0rzdUR218+biJNMWHC86UiyOCIcSMdIrSjzD+gth48TLd0fMIlQ0JSY1mDmJsOrz2v/haI5H85/H0PzACefveob7fIYDkbXxRsFDOpTqrQipkkVBPlV73XEckFJPtcMzH+/66qSWEEh3s0639HL9hGhLFDry6RWk0PP3BZaAvRJOzA/lj8H3tva8Y4VtjY1Sd60rly3yRfzS1sn199OlP8MuVlUwj5Ai6nktIhRtFUOKkFpIEQojLrF4SUWoEC0K0dbYdorSXWMxuD//VdXle5KN4phccB8mFDyMS0jgSWwXmSqz+bAEVjrGShGCJm8F11NsjPBcNSaGXaGPkBxC975GitgAyWGVoynOsgAM59/wPoxNeg/noINsbjeHf32L/s7i+Cs01fIv8944WFwcpzxK31LB99ktjlBhK57tVEN7ee7nRVeNaUOpfcndIlSYw13Sa0za2ftvRwOMtg3zqJuhXrl4pMTHqIqiwN35Bq4n1MCYgiHIFQjLIO4jxD/u+T6TimMMpAiFEdNs/ZAcr3Unbele4J/i7RWV4tmJ+mLG/djeG3NuroxzL+epgpFeaX01F7tvZivnh+OJEsVSSVwRDkBDEV8th0IfITX8OqIV+jWrIBsROJBM8YokuWs6AOCdggcUlips2XG/rxfs3nG21FyVn+1t8G7EUBU5fBsUOQHLQmyU+IcCv93SFIuygjH9LDuK83lk1OOp5AA82kr5SkEXiWmwPbER39o78hYkCIYycE2NcQIfMh6/lWiYFFBRNaQIhQmnWWlkIQ7j766r29RIIWdZKcUvHwfhJeZ6cpF5f50r3RZDCVJWGk+fHjE61+VP0Smx5HCcuL+OEh8hJQOTe4qGFRIxpV8jH5Rn/6No89JbHkX/kt/gE3tP1eV7KqZ6wWDBYksn+YQQ9z+RLp8vrUXlYKlGqYmOsCLPJjQdrO/bnmfh+3+5zxpzHIMz7pb6ch/PH+n62wKHqwyt0l9nRf5YhcqaWGRp7zhC6hsQFUF7jamFFKEwIcJiwZhutZFcIgZxUcK3Xchy8aOtLR7OfwlS3b5DpSu1ERYEud20fe+CtcscaVFSuxInSHEKFSml238EDQKN/snNP8ydL2zdFMdvuWZJUCGDsEUoIbYo7IPQgKv2mZPbLPatPvUxoHlFvNC1lqryOfDDJnjXpcRi6V6efPrcArvwiSc3YnzBI7L5lZBniUUUV1SPkjhCSljmuM31t/u0ttriCy+xkEVIqCihjxyHhhWx1ZPFfb0IYUKs1yTESImPwePtpP0QhDq4V2xDsM6h39SInlNjatCzHveyvP2OvOtREgBPrI+VU/AKKQqoKF1Hmxri+1XVKavVz8XIe+jdIs/o2AAww9YTb9ge9jquvwzOts4ZdCtKxRb5fiTHe69OU3tV5MbZuvWa4M17GiA+JlJV+W2qJ2FiwQD8YCvy43OfGlNSjhpnacCpCAkqDil1Mc/eRXFdUihJxVf3vHNkMWnrmh4LSJbZbwZjLNfUpU0J+hIK+Ah5pVMSNJKmxlRDilCIMuvhZri1cklVeYReHyWd0vu2PqLn/rI3RIHHJq/GWISky48QGDyFcF/hwcOjc/nc1g3r7PW9tuYQNHkz+VVjaqetPCmyBEmX8/EA71goPRqUxYaX7kC7mmUkO/5fR7TCnXW1rbrTilCfXi7e2/lU6xM1scAZWfvr1NHiiQQGnw61k3myyS1CUPvMv1vQj39g5C4gVpvjd9taZZCJEnjR9rjrGMep6/rVyp8jZBEyeM82oeXzVktR3+P+bD+X/wQ+tPXGdibtIM6B+exycwGJqJ/7OTBkueD5QqmEls9XTlI/DUo+QuohRShE6VIvFT8+4b5dgvBqF/COytkTvGmd9z5+tLcXffdOs9L4wt5dQUlitSp9qaUtJ9scyrZZmGR7UJFME20P4+GCl72mooT8n/6KcsbsOWEVjwKrZIyQuhZrbu6hJucsXSLGO4q31cKhXGIx2S0QGlZIxGcDbxEo17/cVlGZ5UqqOYXP6+f2HsBLJ7E5wTu+DACg8UNQ0kLhd6fo2CEmtleVMPtZGn61tyg6kOj97CieGhN4uIScpaVQe49vqax9tR7vGR72l/KAigLHrCLuMj872mKq7T7IqdC8qTGVV8G95GuIBawRblNjQj5CAscsHL8kRReDFCG1kCIULvDeDbk4IO4vP9CvWQXRtKeY8JYPhTi3z3Bf1mr81Bi7WVMh79n6YIatl4q8QmiX86cSA4F75+DlxHdE61EyNTaPE27DHFsXvHlzzzBfls9bOE6XqQCj4Zgy655iYkQUq5ZPA71nAInCsWdy6xTt8cQ5bJJVvFowCH/F3wXcMVY0jdp3QTJ1maJI5UK+Mxbe8nllqxoLrV5HFMTtKp9YDN0byKeTpVxj8XMeF6BXY36AySpJxXlxd7T0Ne4xwPQwaDkkQh9YLZyAj5+G95ksQqoJGkXo8uXLGDBgAOLj45GYmIghQ4bg2rVrknnat2/vjHLq9u+JJ57wk8TBh1CHOGfwbXijt/YIwgWIwHqPCMT+cZYuast7tnuRCWXB4kRR2LkILTN+o29ToH4fXJVw0BWTwf2e/MQJ+1Z8ab/Tta+cdFtE6rh5eHCryogOhhUnCqYadaHczWnE4knAE+vRseA9vhgJRQqSxZbjld39al9BPL4p8z+gXBOvdIcdToWhfnn+8+GbUlpUu10wjJDarp9zBfPc4KgP9PwIeGylZI7i0Z7WR5n2lG8GPLVJhUR8mlUqskIll4hGSnwMrKrbKV2HEM93FrY2yzm/FyIVWTo6QkvsM1KE1BI0itCAAQOwZ88eLF++HL/99hvWrl2LYcOGyeYbOnQozp496/o3efJkP0gbiGh7OdpUL4OYSCWDo3D5BYjgOVs7VRTjfYTKl9S2tYK4bMqcloW6etdyZ89PykbOPaO+sHVTtl+ago5Vy9BZWGrpuGjcWSdZdX6/xxFyeFuEVK/Q8vwt1IR69xT9nVofJ8HfY8s9j8XurQgppfgdozC0TRVMvKeB5jKkEPKdsWjYwZ5H04eBCt7TpD5RtzeQXMfrXmqRNOpmiBCxUCFbXumEkrGReLydcJTnorqL1sQKPWNNKyaikwq/OaHl89dvBnoUcpauW17844nQj6BQhPbu3YulS5fi888/R/PmzdG6dWt8+OGH+O6773DmzBnJvLGxsUhNTXX9i4/3LQJsaCBmfRA6yEmd5dNxnNehAq9VVWrn2dUP7QzA0x2URcnVG6EYQ4JLqxmAuz9An7zX8JbtQa/9ywqx8xzNvdNciyiJ25s1c/2WWj6vxLQfFFZ1gWmoQrHvu0V8GlcNB8rd43UxPH1E3M9abLkCMnmmF/jkB5AaXwyv9KjLW4Xms3LpJrvD4W1B40SmxiYX3O9bvVLIPn/qI3qJn3Keux4pvGCkTIlobH/1TozpVkeyBrm7YOGc/nVK8xa9gxxeKBiG9yIeRcbNkA9CymmklphvQfESBxZBoQht3LgRiYmJuOWWoi+QTp06wWKxYPPmzZJ5v/76ayQlJaF+/foYM2YMbty4YbS4gYmCuCFanKV5tHnO61CekgB3OuA5NRabJv51/WD8XPTJe022HCV1qTvnQUQUtrOasMMqeHULmBUX4PZFWHgP243GcUcybsn9BB81XozxvRvhyyG3CZTgHySvWR3pDTq1VSjsI/TJgKaYfG8j12+jxwP3qQ+Lo0BhLmWDve++Wm6KkKBFSLjr/9iuzJfOEFxyqr9xeTHCYSHORwn7dwHKpq74PkLC9yReYAGCGO4l/Ghvjx8jit4P59SYh0wqV/cR2vDPKOUjGRkZSE7mm+wjIiJQqlQpZGRkiOZ78MEHUalSJZQrVw47d+7E6NGjsX//fixYsEA0T15eHvLy8ly/s7OzfW9AQKCkcxF60ZV1SmJ9itNZ2rMW5R2dti9jDkiph4fyxwjug3XZUhr7mPcSbEmKCX9ZKpJGQROE2vmqbTBvQHSV0+FltFt2c5WYJQLREVa0qVFGtBypOrwT6ews3fUdYO9iXYr6x1EL+SwCrUtWAbCGd0611LI3xbtEoS0cfrffhh7Wf3CxVn8k7f9Wvl6p6+uD5ra39J34KSMZr0Z+7XXOIbBRL08JMMo/XnVztK/KEvumj4zw3UdI6raotmFJ3H/h+D9ek7gqaySUYKq6+dJLL3k5M3v+27dvn+byhw0bhi5duqBBgwYYMGAA5s+fj4ULF+Lw4cOieSZNmoSEhATXv7S0NM31BxvSU2Pa8J4a46OXf4lQ9/K3owEOq1y2LEqHl93qUucjpCTutvDia8983q+r51etluuZmqDNn0oROpplhuc/g4cKXgGq3XGzbH5QQM9r2Kux895XT/beB8yTSqU8N9VVsGSeA54reBKD8l/EmdtfU5ResFyRa6Tmyi2uMRFf2HsIlimoCLlZhOx6r8IrqsXjt3ErEr2nlp11DWldhXf0m8eaqypXyYbJYqjdFowTtAjRqjF/YKpF6LnnnsOgQYMk01StWhWpqak4f/4877jNZsPly5eRmpoqktOb5s2dL8GhQ4dQrZpwlOUxY8Zg1KhRrt/Z2dlhowxdg3NA1PM12u2ozPvNgakarLc7aqC+5ZhsOt8UKgV53YLZKV+Z5fzbtVcRr0/1DCPgTXKJaCDLvTjvej3dCqSWz3vK/cUjt+C3nWcx4o7qMpJIM+7uusCfqrMV8eCP2P7bTDTNll6F5KLO3cCAn4CU+sC0omXiFT2UmftvSUPVpOKoW07eL/DJ9tVxOjMX+M/5W2hqytuJl0MuorHG0RijIhXuxyZoEVDhhydWrMQ5uakxARciL565ozqqJcfh2e/S1QunFF+skSJTSO1qFoX3YODQsrp4ZHXBYt1DiRigx/GCcnKcwKIJjRZxQhWmKkJlypRBmTLScWgAoEWLFsjMzMS2bdvQ7KZj6KpVq+BwOFzKjRLS09MBAGXLise3iI6ORnR0tOj5oKPBfcCuH4C2L4gmGVswGAOTj2DB2TbeJzV+XeSxCDxd8DS2sVr84qBuqJ1q64f+kWsQyZT6YMiXL9Wh+WqhEt59vvCceMVCewo917k22juqAb+J1+dpTlcjf8c6KehYx7dI0TVT4tCymrrBhcejfwIVm2N9yQzlihDHATXu5B3qUi8F1TxW2FgsHJpXFd57zPMqFYuyYkKvekWKkCLPcvc/he67dJDFooTeeRk4bHHUwl1WZcvJvcR1K1N41ViRE76QxciTUZ1rgTGG7FwbGhi2kqkwxo76d5ApmNzQ4nflnsddqVKWV+C+ek2vuvmZcQIScpz6PpgsQqoJCk+sOnXqoGvXrhg6dCj++ecfrF+/HiNGjMADDzyAcuWcQbROnz6N2rVr459//gEAHD58GG+88Qa2bduGY8eO4ddff8XAgQPRtm1bNGwovXdWSHHPLOCZdKDJANEkX9nvRPLQnwT9eZTi+eodYBXwp+NW1+8M5vSx2eTgr9KQ6/RyEYWVpZRFey5EKPqxEppVUuYHJLbCyxfqlRMYXDgOzSqWcvvp/bp6WoR8dHc35rNXiptxdcRqzbUUWXmyIb7dQLUy8tNfcniqlLLpOeG/laRXwlf2TsDdHwAjtsmmlVKyheIIuSvQSjcr5TgOD99eCY3TEhWl90KonohiXuc1PYIGDf7uqknJ4t5+hVI+P0JI3Seh5fM3vZRU1UGoJygUIcC5+qt27dro2LEjunfvjtatW+PTTz91nS8oKMD+/ftdq8KioqKwYsUKdO7cGbVr18Zzzz2Hvn37YvFifRw3gwaLBShVRfR0h1pl8Er3OkiMjcLtVbWHxZfj3vzX8L6tD54tGGG4s3T5kp7+Hsr4btjtWP1CB5GzyuQogHfMJanVKctGtsWT7athTI+6InUWdZxWgaW0evgI8ZHv2Fu7TS84xwHhOndXGypfnfC8oQs7Fwn87z9833oJ8qDSwV1nPAc9uSsteF6Fs3TPJhWBZo8ASdVFMiirXUjRca9JaHm9kXzxiNuHSg33vf1EVrOKLcSIKFJ+mYLVVdoiS+v7YeBlEfKYSfe2CFk0rBwjxUktQbFqDABKlSqFb775RvR85cqVeR1VWloa/vrrL3+IFtTMGWzcsmuOK3rxT7EymG67FwB/Sape6NFdRVotKK/IcVi8o1lob403IufelInjpXbvBAv/rpVaAqO71gYKBALyuV9AANPvbyyYRKlsejmmz3/0NlR9+Q/ZdNdjlGyx4JRJ8v4llMe1mHwAV5SIpxn1MxCc298KMwl+lAhnfvMeFRHdpabGhBQdDRYhveBPx6p/Jgflv4DnIn7Ev3XexkPbH7hZjDHf9BZOvK+6L+9VybyKrIRufzscDCdYMoA9HolUto2mxlQTNBYhwngK+0NNc+kC794Pj7fwPuhZp+x5pdKosTL5toRZSqHIQZF/WaHkyvoloUT8Yw3KJ3qlEF5yK4xeipBX4DcpGYoZZ2X0BbnLpsxZ2v1veR8hDhyQXAfX75mPu/MmygoTG6X8O1XSWVrGB8jucX5E/tPYEtMS82x3iuRQiMhKLlEUdjtrHE1wd/5buFK8yFLm9WzrpNw5d5/3vj+/2lvgH+YdBVsOb321qOz4YpF4jxuABY62HonIImQ0pAgRhnGryA7UfvZCkUXdhIcALZ8BAPxibynsLK3VgcTzmEAaq69bJRhNZAwwcjfwvz3C52+2yd+uScJqp9tRBfuZqfURKsRWszt2sao45rhpGanaQX0hHnj7qhSVZZe5uHYPi9FvjhaYVmo8rsPAsApC3Lzmnu+Q2PvDU8i9lAVtD1RcNF/5FPsMk/w8G7Jc9JTnfXqxi3MxyYDmFWG1cFg7rg+6v7rIPQdZePwAKUKE31HnI6R/mZ4oM9i4TTV4nivfFHjpJJ4tGC5ZhPR4JCYFU5BGGf52li6IurnRbWIakCC99YWc06lap1RfURL7yXPFj/d5aZk75U/ByaF7gRK+rdwDZFZCyhliRBL4Ht1aCdrrcFdalPgIKWHJs/yVs2I+QqJPR+eJQJq4u4F7aW1qJKFbg7LYOrYTJt7c2Dom0uq9tyNNjRkOKUKEC1+6Pc8YLsrrVDLgyEumRnbJgUFrJxITD09JPdvmfo0El8l6HbPIplEzNWYENyf/eMfW2BvhJ3tbnC3XWUEJLg8qfQXzGYGpMQlHV0W3wSONDRFAsUTVkinC7dmR8wFynzorXDnZvlYZZWp3nAolTlaZVbZ8/rW766JDrTK47xb3+G4e70pKPeVy3eSN3vWR5tGPiSlCFs55/K6G5UTLE3wm3Iqb/6hTYUqKixa3GjOyCPkDUoQIXXi2U00VqYte7CiZTQXFfIRe7Oo0KT/ZXigwpnTH4Vmelugi4mWLn3u9t1TnLOIjxBs8hKbGJIpUVIf+XK7dH/NTRuPuxiKBSKt3Ej5uMjzFRuVToebKGjGuDWxRWfSc3NRYdESRQD8+3gL73uiKxNhIKHozHloAVGxZFO2bh8qGFi6fl0k2qFUVzBl8G6Ldts9whbR44m/gliFAr48VV7tsZFu80aseHrytotc5oQXtANCpTirmPXobBrWs7DxQ+y7AEgE0lN60lvc2K30Q3D+IlOSxaA+DEq6QIhSOlBZejhsfo30RoefculLeuVdbTKcn21XDuhc7uObY9XIE5nXeabfzT928bv9ESQXxFJcjuYRE9GHRDo5JplEyhWM4HnL1aVIev45o7W3iV5A3mJCzCL1me8RvslQsHYu9r3cVPCe4asyNBhUSXX9bLJzrvilSBlPrA48uASoKLIzw4711BVRMbQDcNU3VdGOt1BJ4uEVlnr/dNeZ8V9fYGyMl3vu9jbI6Ayy68tz/FfDyWSAu2SstAPS/zflRoH6Kl0GxQnnb40Bac6B6R5V1EKQIhSP3zgHq9QGGruIdfq2nMnPyWwX9NVUrFIitWhnxIHmAU8ER6pA5jkNaqVjhryq9OuAq7v4CHPDUJuDFozhv1cOnQ2oNUuEhD4uQkCKkoqn6KYv6I7mSzwDkv8YVBFT0WDeGoauBhg8A//sPs1ssx3f2OzzS8//Xm2JRbopn5dauP+UCR0eIONzrL6eyqTGl8GPw6DuUtcr7AH1sb+KOrvfgtioKVj5yHBDBj3Pl/nxIWezky1bYtu6TgSF/AlayCKmFFKFwpGQloN8coHwz3uEKNwMRynWADg2PTeXSsVg0vJXAGX26W90Gec8IZ+5YI3l7jsnLpLVeiWMe6O4jpItTsooyXAEVdahWBXJXTdEWG+7pOTid5vvMAhLKIyfKpLABT28Hur7N2yS4uszHhtA9Z8xfztLScgDiihovq87vQRbiUKbW7Xi8nfCelFrfE025DIqRRBRBV5gwBLvSR0vmJVe+asyb1+6uixoCO497WmN8UaK+HXq7fCI3kuKcX42d6npYlTR25GpWzyu7liq3DGAqTPdFmSSP7XRUUVeeTvBvgfx1cL/2JVRMDSv2DdFC6WrA7U8CkUVL3++onYw376mPpSMF9hIEIBrR2e8O7MLO0g82r4gayXEY3oGvlLhfxxslzHlmpBC6zdq2D6Fh2miCJrI0ETicZcIbWQLAG9wwDHX8iBcLHudtSO75/i+yt0TvqhyQ2hDAacn6jsUIbT8hhbMHGtSqCqolx+HhL/5RkVXdUqAW1cSvhRDLRrbFzlNZyjZw5CyQG5C9ghsGAxZv3yH3qbHe+W/4UxrNRFgtmH5/I+TkO5As4EfiiRoFSE8VxMJxGNC8kup8qp6sRKHyPUqQX8cveLhETCSWj2oneK5v3nj0s/6Fso1fgZI45mqQFlerRUhlPlo15hdIESJU84fjNnxo643tjhpe5xZwd+KLvHaQ60ZHFoxA78E9ZOti4LA7tjnQbx7wo7jzqZhVx9+B+uQoHReNDrWFHSq94UQGGLcUekeW1nLB1HbUSTUBcEBxzz3LnGiZetUbpdaQe5oIx0eScorVsNLeR7S9BKosQg3uBS4fBiqqs5AKTsupyL6N1cI2Wy18Hl1SXb0KMKLrIItQYEKKEKEaBgum2u4TPNe3aQV8/vdRNKmYyM+juVfhnANtvd7AH2WA6xdEZBJRhLRW6yWG2qAxOlEsEXgmHYgQtjgEpEFIyc0e8AM/i0GiqIEfWdo4ifzeVk5m9Z4ebbVYeX5J2giEp6AIycui4Jrp5f1IipDx0BUmvLD58Fi80LUWPn24GeZ6bObq140d3aNAu9X7YHNnnJDnO9dSWpCeUqmnsB2lqgDxwoZ/dXuN+QsNNWmbNdHMmO51AABPiDnD+ni1hOQVjBQlFkfPp9pvcssQoM7dQHIdoZolszo9v/R+YuRusv6bMfuG/m8MWYQCE7IIEV5sZzVwPqUNkivWVp03OsKKzvVSDZBKG+6xQd7sXR+j7qyJpLhoiRyBhJKo23qjqadWWYVQHf61BjSrVBL73ujKi3XkS0BFNei1XYhV7rLfNU1KCpG/i/D5Gmi0nK50NMWDWI1crhjkPa+U4+/wEULT1qrvfaDN7YcopAgRXjBYsK31Z+jWQD/3Q1/eZ18iP7eoWhq3VCqJmqklwHGcoBIUsF2NzsvnAyeOkPcVz+G0bdHiQkM0XaGAj/85KqGu5TgOl7sb3nGGA4vYaCtwQ4eC/DXYxsosLLgpx0pHU/TLG4eqtZvgHT+IJSOO+ZBFyHBIESJ4VE+Ow6Hz11SvhjKC1woGKk4rNshHWC346cmWXseHtK4CbJUpVCqmkA8yKUeBIqS3k5DK3p8B3gpb4WarKuo4FlUDs2w9cJolCWSQWG3TYSyw+2egxVPywsrAAbgnfwIqcxkYkCy0ZYSP5et8q3yLKq7E2qizJpAmFZGdX/MWVhvJEYn61q8S6UVj2nyEfI8jFCgfM6EFKUIEj6XPtkGezYHiGrfM0JO5duEtA4RQq3S8elddeUXIbBSMnDxVjZPun/1iEaraQWTfKb4knlgsHCbZBqivr90Lzn86kYco7GcVfdZalA54vsUUMtZk4fvT4lGCDtG89c8pUaYBJiHyEQpM6AoTPCKsFkOUIH06FYVdc8jE3VBiESr6u3Rxad8nIwIqetHrI75QCnmlh9pYUcYSKk+QVsyJLB1YztLSrfdTHCEghPqzwIUUIcIvGN2lGlO+bx1Qcolo3OkZQVqKXjOA9i8D8eWdvxXEZImNKlJa5w6+FY0E9nMLOASU4ipJxfHcnTW9jvtzCDA04jOMaIvR8prrJOPv/edUoWRqTJfI0rR83h+YP/9BBB3fPNYcBQ6GAxlX8eYfe80WRwAD9h1TMEimlSqGk5dzXL+n3NsYXPVmEjk8aPKQ8//W/wNsOUBMgmjSF7vWQvqJTHSqU6Ro1S+fgF+GtwJeE8ul4Lp0mgAcWQO0elap1OrrSK0veFjI38msodDXehuU9753hYqWfm3SqSSR0dnvdoiA8U52YkRkaW2QRchoSBEiVNOyutOh9fSVHJmURfjUxynI64v/i3hedWXOf7Q5Plx1EPjP+dtigTazdkSU107WnjzVvrrqYj8e0FQ+UUpd4OWzgFVh18CgvI1P/A0c3wA0FvYFkirGH2Mk39/Kt8Gnfa0yeP+BxqhbNh53Tl8LQHjz0MAY4gJr+fwLXWphzvqjeKmrUPwj/+HrIye4fF61EGQR8gd0hQm/YLSZ2xBHYJVFVkkqjmn3NS46EGBfuK1rKNjfDFCuBKkltQHQ/HHBvcYAdaEAjMbXxXgcx6FX4/KokVICY3vUcU793QzkGRcVgWKRVlgtHMqU8CWmlbHX60PbPbjC4oBWIw2tB/X7Ov+/dQgAYHiH6tjySidULO1jSAUPKicV168wrbvPa8nmbhkOoHcklCCLEKGMWOFlzQGJbp2FWNjfwFJwAgofrn2cySsV3UXXUyl7rE1VPNamalHZFg47xt0JAIi0+vItqtNzWNo7ujYDw1mURtO8mTh659361CNG3y+c/nGRxVyH1FrklCzGELLI+VqmetSWyYCaXYCG9wNlGwOr3zJAJoIUIUIZPd4F8q85v+g14F/dwQAfITVllqoKXD4CVLhVHzl0w6ivSX3KvbdZBfz53zm0rZGEib/zfc/8rXoavYebUDBHvzNkOZCxE6jWUTQJ88ekAcfxlCADK9KxLHVPZGFXoqkftFiBPp86/yZFyBBIESKUEV8OeORXzdl9cxGSz+2ABQvtrXBP7TjBL1xtiHSccl+rw7cA9nwgSl/TfqgTE2nF/Eede9R5KkL+xugVZPrgo4xptzn/GUagXUOVwUJ11L6TS8RokIDwF6QIESHD/wqG454BPfQrUOtgaI0wzs/GF4wa3INCaZDHXfkx219Jmc+bccNqiRj1W5aECn2bVsDP209heAeJBQkKtaSlI9sgJ9+OUsWjbmYjVSgQCcDemghFAvn912vVWDjifVv1vWZm3YGQv/Myil73+qlY0agcbqlc0k8C+QNld/Xdfg0x7q66SIj1XRmsnRrvWwGeHWdqA+DEBt/KJLygVWOEn9BBE/L3V3pCBcG6B7esDABoXT3wHchPpvV0+xV8w7tZ+rOG4NjBhcyXSYTVgg/6N8HAFpX9I08AwXGcvBKUmKapbJ+f53u/AJoNAp4kZUhPyCJEBATHHcmoZDkPlKoGXD7MO+d3a9Kjy4Abl4A44ajQvZuUR/3y8ahUWsfluAZwvmx7VOg1HvhIu2+XMoxXsPz9DJg9NRYS+PEa+u3xGPgL8O/3QMdxmrJriiztTnw54O73NdVNiEOKEKEZNf2cXAfQM38ixjW5gb6V84ElL/ommK8Ubm1xaptokurJMjusBwDJJTxW4vhjYNK5DtOmxkJdEQr19hlF1fbOfxpR7SMUGdgfW6FCqBuAiSAhC3E4VrKldBTVpgOd/1dq5R+haKwwncJhIybSv12V0cvnTSeQnfZCGMVXvcdUZ/iNts8bKQ5xE1KECEOZdl8jJMZGYtbD4ntu3dOkPKwWDg82ryhdWLuXgIcXAg/+oLOUYmiMIxQweHa7+reBMeYX68IDt1bEbZVL4cWutQyvC6CpMX1QcA2LK4x2LkPI6XW3PgY8tgKILWW2JGEBTY0RhtKnaQXc06S85FTDtPsa4Z2+DREVIaOXWyOAanfoLKHEV1qwD4YhMDoU3oFiUVb88EQLv9Ub8hYhs5/tB74Bdnyt2dcmaAn+VzIkIUWI0ExCMWXLS+X8LTiOQ1REII48gSiTGjx6XcMGP+MsZ+aNG8F+72WINtnHrXYP5z9/YrbyB9KDAhWaGiM006VeKvo1q4BJfRroV6iAFcMww8btT+ESS8A8Wxfh8wHQcfqE14UL8vb4kZC1CN39PlClHdDyGbMl8T8BYCGlgIqBCVmECM1YLRym9GtkeD2G7VzfdRLab2yLq3CIJHAbDYNSKWII9m9Qs656yPoINRvk/OcPigd+nC1/E9xvY+hCFiEi6CkepX0DSweTGPBCbTA0oD3Ms9wQuWYhH1DRH7QYbrYEfELk2ST0h153IujZ9VoX9GlaHuPvrqs6b7TkLuBB3nGSGV4zQn5tL3Rxrlgb3kGvTX3FmdCrnuF1GE5UcaBiSz9VFhzPOr2SgQlNjRFBj8XCYdp9jTXl/fyRW/D0Nzswtkcd75NB/wXpLx8h466TaVtsCNz7p9pXQ6/G5VA+sZhADn1JK0mB9EIRB2lCAQkpQkSA4d+OomnFklj/ktiS/CBXhKjT1YyQszTHcahQMtb/whAhQ8c6yfhjVwaqJpGiG0iQIkQQYnDGLQs3Bb9YuEJki41QuN8BASnj7kzq0xC3VCqFHg3Lmi0K4QYpQkTAY55hI9gHQ2b4xWMMhipY5k2NmVRxIWTNC0kSikXi0dZVzBaD8ICcpYnAIpAGgGD3EaI4QpoJik1XE9LMlkCe9i85/2/ykLlyEIQEZBEiCFGCYDAMNEJk93nTLUJKruM9M4Elo4HbnzJeHq1UbQ+MPgbEJBpajbLvJ7NvKhGokCJEEGIEfXwc47fYiPUhhlMgYzFbE0qqIZ8moQLwwNfGy+IrxUqaLQFBSEJTY0SAIbDFhglSOAlG5ccNA6cZZzzYFNWT4/D+A00Mq8MMWlQtjfKJxdCwQoI5AozYBjy6DChV1Zz6CSIMIYsQQYgRlFYgKfRrT4+GZYtWvmRf1a1cs/lmaHM4mHP7GFNIqg6gujl1E0SYQooQQYQ0/ranBbfyyHEcrMHdhLCkgVkWPCIkIEWIIBQRhKOj31bgBeG1IUKCbWM7ITOngAJdEj5BPkJEYFG3t/P/tNtdhwJpRX1wwYDSNYCyjZ2rd0Juqo8Id0rHRaNamTizxSCCHLIIEYFFfFlgzGkgMhZ4eYm5sgS74sCYcxv1YWucv/3RHp3qiIuOwLU8GzrUTtalPIIgCDFIESICj+hA+cILckWokCBU6FY93w47T2bhDlKECIIwGFKECEIJQahMBPM+T8klYtCpbozZYhAEEQaQjxBBiBGUyo8b5FxFEEUE+/tMGAYpQkTA0qRiIgDg/lvN2lMp2DtOUoQIgiDkoKkxImD5btjtOHUlx7xVIcH+BUkWIYIAytQBLuwF6vc1WxIiQCFFiAhYoiOstDSWIAjfeHQJcHILUO0OsyUhAhRShAhClCC3CNHUGEE4N32t2dlsKYgAhnyECEKMYJ8aIwiCIGQhRYggRAlyRchfPkKkMBIEEcSQIkQQSgjGwb5UFbMlIAiCCHhIESIIMYJR+QGAwUuBxgOAru+YLQlBEETAEzSK0JtvvomWLVsiNjYWiYmJivIwxjBu3DiULVsWxYoVQ6dOnXDw4EFjBSVCiCBVhCq1AHp/DBQvbbYkBEEQAU/QKEL5+fno168fnnzyScV5Jk+ejA8++AAzZ87E5s2bUbx4cXTp0gW5ubkGSkqEDO4WIYrJQxAEEZIEzfL5CRMmAADmzp2rKD1jDO+99x7Gjh2LXr16AQDmz5+PlJQULFq0CA888IBRohIhQ5BahAiCIAjFBI1FSC1Hjx5FRkYGOnXq5DqWkJCA5s2bY+PGjSZKRhAhDFnOCIIIMoLGIqSWjIwMAEBKSgrveEpKiuucEHl5ecjLy3P9zs7ONkZAIvChqTGFkOWMIIjgxVSL0EsvvQSO4yT/7du3z68yTZo0CQkJCa5/aWlmbfgZmpQpEQ0AqJEcDFtnuA/wpAiJQ9eGIIjgxVSL0HPPPYdBgwZJpqlataqmslNTUwEA586dQ9myZV3Hz507h8aNG4vmGzNmDEaNGuX6nZ2dTcqQjvzweAt8vu4InmhXzWxR5AnW5fMEQRCEYkxVhMqUKYMyZcoYUnaVKlWQmpqKlStXuhSf7OxsbN68WXLlWXR0NKKjow2RiQCqJBXHm/c0MFsM9dDUmASkMBIEEbwEjbP0iRMnkJ6ejhMnTsButyM9PR3p6em4du2aK03t2rWxcOFCAADHcRg5ciQmTpyIX3/9Fbt27cLAgQNRrlw59O7d26RWEMEFTY0RBEGEOkHjLD1u3DjMmzfP9btJkyYAgNWrV6N9+/YAgP379yMrK8uV5sUXX8T169cxbNgwZGZmonXr1li6dCliYmL8KjsRpJCzNEEQRMjDMUY9vBTZ2dlISEhAVlYW4uPjzRaH8Cc3LgOTb+7X9dwBoESKdPpw5eo5YGpN598vHKGI1gRBBARKx++gmRojCHOh7wWCIIhQhBQhghCDpsYIgiBCHlKECEIUcpZWD10ngiCCC1KECEKMyGJFf0cFQwBIk6B4SwRBBDFBs2qMIPxORDQw8BfAYQdiyFFeFJo2JAgiiCFFiCCkqNrebAkIgiAIA6GpMYIgfIOmxgiCCGJIESIIwkdIESIIInihqTGCIHyjeBJQqzsADoilYIoEQQQXpAgRBOEbHAf0/9ZsKQiCIDRBU2MEQRAEQYQtpAgRBEEQBBG2kCJEEARBEETYQooQQRAEQRBhCylCBEEQBEGELaQIEQRBEAQRtpAiRBAEQRBE2EKKEEEQBEEQYQspQgRBEARBhC2kCBEEQRAEEbaQIkQQBEEQRNhCihBBEARBEGELKUIEQRAEQYQtpAgRBEEQBBG2RJgtQKDDGAMAZGdnmywJQRAEQRBKKRy3C8dxMUgRkuHq1asAgLS0NJMlIQiCIAhCLVevXkVCQoLoeY7JqUphjsPhwJkzZ1CiRAlwHKdbudnZ2UhLS8PJkycRHx+vW7mBRKi3MdTbB4R+G6l9wU+otzHU2wcY10bGGK5evYpy5crBYhH3BCKLkAwWiwUVKlQwrPz4+PiQfbgLCfU2hnr7gNBvI7Uv+An1NoZ6+wBj2ihlCSqEnKUJgiAIgghbSBEiCIIgCCJsIUXIJKKjozF+/HhER0ebLYphhHobQ719QOi3kdoX/IR6G0O9fYD5bSRnaYIgCIIgwhayCBEEQRAEEbaQIkQQBEEQRNhCihBBEARBEGELKUIEQRAEQYQtpAiZxIwZM1C5cmXExMSgefPm+Oeff8wWSROTJk3CrbfeihIlSiA5ORm9e/fG/v37eWnat28PjuN4/5544gmTJFbPa6+95iV/7dq1Xedzc3MxfPhwlC5dGnFxcejbty/OnTtnosTqqFy5slf7OI7D8OHDAQTf/Vu7di3uvvtulCtXDhzHYdGiRbzzjDGMGzcOZcuWRbFixdCpUyccPHiQl+by5csYMGAA4uPjkZiYiCFDhuDatWt+bIU0Um0sKCjA6NGj0aBBAxQvXhzlypXDwIEDcebMGV4ZQvf97bff9nNLhJG7h4MGDfKSvWvXrrw0wXwPAQi+kxzHYcqUKa40gXoPlYwLSvrNEydOoEePHoiNjUVycjJeeOEF2Gw23eUlRcgEvv/+e4waNQrjx4/H9u3b0ahRI3Tp0gXnz583WzTV/PXXXxg+fDg2bdqE5cuXo6CgAJ07d8b169d56YYOHYqzZ8+6/k2ePNkkibVRr149nvx///2369z//vc/LF68GD/++CP++usvnDlzBn369DFRWnVs2bKF17bly5cDAPr16+dKE0z37/r162jUqBFmzJgheH7y5Mn44IMPMHPmTGzevBnFixdHly5dkJub60ozYMAA7NmzB8uXL8dvv/2GtWvXYtiwYf5qgixSbbxx4wa2b9+OV199Fdu3b8eCBQuwf/9+9OzZ0yvt66+/zruvTz/9tD/El0XuHgJA165debJ/++23vPPBfA8B8Np29uxZzJ49GxzHoW/fvrx0gXgPlYwLcv2m3W5Hjx49kJ+fjw0bNmDevHmYO3cuxo0bp7/AjPA7t912Gxs+fLjrt91uZ+XKlWOTJk0yUSp9OH/+PAPA/vrrL9exdu3asWeffdY8oXxk/PjxrFGjRoLnMjMzWWRkJPvxxx9dx/bu3csAsI0bN/pJQn159tlnWbVq1ZjD4WCMBff9A8AWLlzo+u1wOFhqaiqbMmWK61hmZiaLjo5m3377LWOMsf/++48BYFu2bHGlWbJkCeM4jp0+fdpvsivFs41C/PPPPwwAO378uOtYpUqV2PTp040VTgeE2vfII4+wXr16ieYJxXvYq1cvdscdd/COBcs99BwXlPSbf/zxB7NYLCwjI8OV5pNPPmHx8fEsLy9PV/nIIuRn8vPzsW3bNnTq1Ml1zGKxoFOnTti4caOJkulDVlYWAKBUqVK8419//TWSkpJQv359jBkzBjdu3DBDPM0cPHgQ5cqVQ9WqVTFgwACcOHECALBt2zYUFBTw7mft2rVRsWLFoLyf+fn5+Oqrr/Doo4/yNhkO9vtXyNGjR5GRkcG7XwkJCWjevLnrfm3cuBGJiYm45ZZbXGk6deoEi8WCzZs3+11mPcjKygLHcUhMTOQdf/vtt1G6dGk0adIEU6ZMMWTawSjWrFmD5ORk1KpVC08++SQuXbrkOhdq9/DcuXP4/fffMWTIEK9zwXAPPccFJf3mxo0b0aBBA6SkpLjSdOnSBdnZ2dizZ4+u8tGmq37m4sWLsNvtvJsLACkpKdi3b59JUumDw+HAyJEj0apVK9SvX991/MEHH0SlSpVQrlw57Ny5E6NHj8b+/fuxYMECE6VVTvPmzTF37lzUqlULZ8+exYQJE9CmTRvs3r0bGRkZiIqK8hpgUlJSkJGRYY7APrBo0SJkZmZi0KBBrmPBfv/cKbwnQu9f4bmMjAwkJyfzzkdERKBUqVJBeU9zc3MxevRo9O/fn7eh5TPPPIOmTZuiVKlS2LBhA8aMGYOzZ89i2rRpJkqrjK5du6JPnz6oUqUKDh8+jJdffhndunXDxo0bYbVaQ+4ezps3DyVKlPCacg+Geyg0LijpNzMyMgTf08JzekKKEKEbw4cPx+7du3n+MwB48/INGjRA2bJl0bFjRxw+fBjVqlXzt5iq6datm+vvhg0bonnz5qhUqRJ++OEHFCtWzETJ9OeLL75At27dUK5cOdexYL9/4UxBQQHuu+8+MMbwySef8M6NGjXK9XfDhg0RFRWFxx9/HJMmTQr47RweeOAB198NGjRAw4YNUa1aNaxZswYdO3Y0UTJjmD17NgYMGICYmBje8WC4h2LjQiBBU2N+JikpCVar1cs7/ty5c0hNTTVJKt8ZMWIEfvvtN6xevRoVKlSQTNu8eXMAwKFDh/whmu4kJiaiZs2aOHToEFJTU5Gfn4/MzExemmC8n8ePH8eKFSvw2GOPSaYL5vtXeE+k3r/U1FSvhQs2mw2XL18OqntaqAQdP34cy5cv51mDhGjevDlsNhuOHTvmHwF1pGrVqkhKSnI9k6FyDwFg3bp12L9/v+x7CQTePRQbF5T0m6mpqYLvaeE5PSFFyM9ERUWhWbNmWLlypeuYw+HAypUr0aJFCxMl0wZjDCNGjMDChQuxatUqVKlSRTZPeno6AKBs2bIGS2cM165dw+HDh1G2bFk0a9YMkZGRvPu5f/9+nDhxIuju55w5c5CcnIwePXpIpgvm+1elShWkpqby7ld2djY2b97sul8tWrRAZmYmtm3b5kqzatUqOBwOlxIY6BQqQQcPHsSKFStQunRp2Tzp6emwWCxeU0rBwKlTp3Dp0iXXMxkK97CQL774As2aNUOjRo1k0wbKPZQbF5T0my1atMCuXbt4Cm2hQl+3bl3dBSb8zHfffceio6PZ3Llz2X///ceGDRvGEhMTed7xwcKTTz7JEhIS2Jo1a9jZs2dd/27cuMEYY+zQoUPs9ddfZ1u3bmVHjx5lv/zyC6tatSpr27atyZIr57nnnmNr1qxhR48eZevXr2edOnViSUlJ7Pz584wxxp544glWsWJFtmrVKrZ161bWokUL1qJFC5OlVofdbmcVK1Zko0eP5h0Pxvt39epVtmPHDrZjxw4GgE2bNo3t2LHDtWLq7bffZomJieyXX35hO3fuZL169WJVqlRhOTk5rjK6du3KmjRpwjZv3sz+/vtvVqNGDda/f3+zmuSFVBvz8/NZz549WYUKFVh6ejrvvSxcbbNhwwY2ffp0lp6ezg4fPsy++uorVqZMGTZw4ECTW+ZEqn1Xr15lzz//PNu4cSM7evQoW7FiBWvatCmrUaMGy83NdZURzPewkKysLBYbG8s++eQTr/yBfA/lxgXG5PtNm83G6tevzzp37szS09PZ0qVLWZkyZdiYMWN0l5cUIZP48MMPWcWKFVlUVBS77bbb2KZNm8wWSRMABP/NmTOHMcbYiRMnWNu2bVmpUqVYdHQ0q169OnvhhRdYVlaWuYKr4P7772dly5ZlUVFRrHz58uz+++9nhw4dcp3PyclhTz31FCtZsiSLjY1l99xzDzt79qyJEqtn2bJlDADbv38/73gw3r/Vq1cLPpOPPPIIY8y5hP7VV19lKSkpLDo6mnXs2NGr3ZcuXWL9+/dncXFxLD4+ng0ePJhdvXrVhNYII9XGo0ePir6Xq1evZowxtm3bNta8eXOWkJDAYmJiWJ06ddhbb73FUyTMRKp9N27cYJ07d2ZlypRhkZGRrFKlSmzo0KFeH5LBfA8LmTVrFitWrBjLzMz0yh/I91BuXGBMWb957Ngx1q1bN1asWDGWlJTEnnvuOVZQUKC7vNxNoQmCIAiCIMIO8hEiCIIgCCJsIUWIIAiCIIiwhRQhgiAIgiDCFlKECIIgCIIIW0gRIgiCIAgibCFFiCAIgiCIsIUUIYIgCIIgwhZShAiCCEgGDRqE3r17+73euXPnguM4cByHkSNHGlbPsWPHXPU0btzYsHoIgpCGdp8nCMLvcBwneX78+PF4//33YVa81/j4eOzfvx/Fixc3rI60tDScPXsW7777LlasWGFYPQRBSEOKEEEQfufs2bOuv7///nuMGzcO+/fvdx2Li4tDXFycGaIBcCpqRu9SbrVakZqaamo7CYKgqTGCIEwgNTXV9S8hIcGleBT+i4uL85oaa9++PZ5++mmMHDkSJUuWREpKCj777DNcv34dgwcPRokSJVC9enUsWbKEV9fu3bvRrVs3xMXFISUlBQ8//DAuXryoWubKlStj4sSJGDhwIOLi4lCpUiX8+uuvuHDhAnr16oW4uDg0bNgQW7dudeU5fvw47r77bpQsWRLFixdHvXr18Mcff2i+bgRB6A8pQgRBBA3z5s1DUlIS/vnnHzz99NN48skn0a9fP7Rs2RLbt29H586d8fDDD+PGjRsAgMzMTNxxxx1o0qQJtm7diqVLl+LcuXO47777NNU/ffp0tGrVCjt27ECPHj3w8MMPY+DAgXjooYewfft2VKtWDQMHDnRN6Q0fPhx5eXlYu3Ytdu3ahXfeeYcsQAQRYJAiRBBE0NCoUSOMHTsWNWrUwJgxYxATE4OkpCQMHToUNWrUwLhx43Dp0iXs3LkTAPDRRx+hSZMmeOutt1C7dm00adIEs2fPxurVq3HgwAHV9Xfv3h2PP/64q67s7Gzceuut6NevH2rWrInRo0dj7969OHfuHADgxIkTaNWqFRo0aICqVavirrvuQtu2bXW9JgRB+AYpQgRBBA0NGzZ0/W21WlG6dGk0aNDAdSwlJQUAcP78eQDAv//+i9WrV7t8juLi4lC7dm0AwOHDh32qv7AuqfqfeeYZTJw4Ea1atcL48eNdChpBEIEDKUIEQQQNkZGRvN8cx/GOFa5GczgcAIBr167h7rvvRnp6Ou/fwYMHNVlmhOqSqv+xxx7DkSNH8PDDD2PXrl245ZZb8OGHH6qulyAI4yBFiCCIkKVp06bYs2cPKleujOrVq/P+Gbk03p20tDQ88cQTWLBgAZ577jl89tlnfqmXIAhlkCJEEETIMnz4cFy+fBn9+/fHli1bcPjwYSxbtgyDBw+G3W43vP6RI0di2bJlOHr0KLZv347Vq1ejTp06htdLEIRySBEiCCJkKVeuHNavXw+73Y7OnTujQYMGGDlyJBITE2GxGN/92e12DB8+HHXq1EHXrl1Rs2ZNfPzxx4bXSxCEcjhmVuhWgiCIAGTu3LkYOXIkMjMz/VLfa6+9hkWLFiE9Pd0v9REEwYcsQgRBEB5kZWUhLi4Oo0ePNqyOEydOIC4uDm+99ZZhdRAEIQ9ZhAiCINy4evWqKw5QYmIikpKSDKnHZrPh2LFjAIDo6GikpaUZUg9BENKQIkQQBEEQRNhCU2MEQRAEQYQtpAgRBEEQBBG2kCJEEARBEETYQooQQRAEQRBhCylCBEEQBEGELaQIEQRBEAQRtpAiRBAEQRBE2EKKEEEQBEEQYQspQgRBEARBhC3/B8Bl8k2e9nUDAAAAAElFTkSuQmCC" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], - "execution_count": 9 + "source": [ + "duration = 200\n", + "current6 = bp.inputs.wiener_process(duration, n=2, t_start=10., t_end=180.)\n", + "show(current6, duration, 'Wiener Process')" + ] }, { "cell_type": "markdown", + "id": "e05a3f0eab0acc8e", "metadata": { "collapsed": false }, "source": [ "### 6\\. ``brainpy.inputs.ou_process``" - ], - "id": "e05a3f0eab0acc8e" + ] }, { "cell_type": "markdown", + "id": "20815d5d3bd7ec23", "metadata": { "collapsed": false }, "source": [ "[brainpy.inputs.ou_process()](../apis/inputs/generated/brainpy.inputs.ou_process.rst) is used to generate the noise time series from Ornstein-Uhlenback process $\\dot{x} = (\\mu - x)/\\tau \\cdot dt + \\sigma\\cdot dW$." - ], - "id": "20815d5d3bd7ec23" + ] }, { "cell_type": "code", + "execution_count": 10, + "id": "205cd4757eb9528f", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:10:40.678551Z", "start_time": "2025-10-06T04:10:40.377404Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.156064Z", + "iopub.status.busy": "2026-06-19T06:03:29.155900Z", + "iopub.status.idle": "2026-06-19T06:03:29.165663Z", + "shell.execute_reply": "2026-06-19T06:03:29.164792Z" } }, - "source": [ - "duration = 200\n", - "current7 = bp.inputs.ou_process(mean=1., sigma=0.1, tau=10., duration=duration, n=2, t_start=10., t_end=180.)\n", - "show(current7, duration, 'Ornstein-Uhlenbeck Process')" - ], - "id": "205cd4757eb9528f", "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAHHCAYAAABXx+fLAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjYsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvq6yFwwAAAAlwSFlzAAAPYQAAD2EBqD+naQAAy0xJREFUeJzsnXeY1NT+xt/p23cpCyxFeu9FioKgNBEV9apYQURFr9hQ+V2uioIoV+xe8SIqYhdU7ApIE0FEivTepHe2707N749MkpPkZCbTdpfd7+d5FmYymcyZkpP3fKtFEAQBBEEQBEEQVQhreQ+AIAiCIAiirCEBRBAEQRBElYMEEEEQBEEQVQ4SQARBEARBVDlIABEEQRAEUeUgAUQQBEEQRJWDBBBBEARBEFUOEkAEQRAEQVQ5SAARBEEQBFHlIAFEEAQAoF+/fujXr1+5juGOO+5AWlqaqX0tFgueeeaZhI6nX79+aNeuXUJfg0ejRo1w5ZVXlvnrEkRVggQQQUTI1q1bcdttt6FevXpwuVyoW7cubr31VmzdurXcxvTTTz8lXAxEQ6gL+dq1a2GxWDB79uyyHVQlp1+/frBYLPJf9erVceGFF2LWrFkIBALlPTyCqDCQACKICJg3bx66dOmCxYsXY9SoUXjrrbcwevRoLF26FF26dMHXX39dLuP66aefMGnSpJiOsXDhQixcuDBOIyLKk/r16+Ojjz7CRx99hKeeego+nw+jR4/Gv//97/IeGkFUGOzlPQCCOF/Yu3cvbr/9djRp0gTLly9Hdna2/NhDDz2EPn364Pbbb8emTZvQpEkTw+MUFRUhNTW1LIYcEU6ns7yHQMSJzMxM3HbbbfL9MWPGoGXLlnjzzTfx7LPPwuFw6J4TCATg8XiQlJRUlkMliHKDLEAEYZIXX3wRxcXFmDlzpkr8AEDNmjXx9ttvo6ioCNOmTZO3P/PMM7BYLNi2bRtuueUWVKtWDb179waguIdWrFiB7t27IykpCU2aNMGHH36oOrbX68WkSZPQvHlzJCUloUaNGujduzd++eUXAGLczPTp0wFA5fqQCAQCeO2119C2bVskJSWhdu3aGDNmDM6dO6d6HW0M0LJly2CxWDB37lw899xzqF+/PpKSktC/f3/s2bMn9g80BEeOHME111yDtLQ0ZGdn47HHHoPf7zf1vDvvvBO1a9eGy+VC27ZtMWvWLNU+0byvdevW4aKLLkJycjIaN26MGTNm6PZxu914+umn0axZM7hcLjRo0ADjx4+H2+3W7fvxxx+je/fuSElJQbVq1XDJJZeEtb598MEHsNvtePzxx8N+DlpSUlLQs2dPFBUV4dSpUwDE38rYsWPxySefoG3btnC5XJg/fz4A4K+//sKQIUOQkZGBtLQ09O/fH3/88YfuuLm5uXjkkUfQqFEjuFwu1K9fHyNGjMDp06cj/lx++eUX9O7dG1lZWUhLS0PLli11Fqv//ve/aNu2rfy5devWDZ9++mnEnwdBAGQBIgjTfP/992jUqBH69OnDffySSy5Bo0aN8OOPP+oeu+GGG9C8eXM8//zzEARB3r5nzx5cf/31GD16NEaOHIlZs2bhjjvuQNeuXdG2bVsAooiaOnUq7rrrLnTv3h35+flYu3Yt1q9fj4EDB2LMmDE4evQofvnlF3z00Ue61x4zZgxmz56NUaNG4cEHH8T+/fvx5ptv4q+//sLKlSu51gCW//znP7BarXjssceQl5eHadOm4dZbb8Xq1asj+fhM4/f7MXjwYPTo0QMvvfQSFi1ahJdffhlNmzbFfffdZ/i8EydOoGfPnvKFPTs7Gz///DNGjx6N/Px8PPzww1G9r3PnzuGKK67AjTfeiJtvvhlz587FfffdB6fTiTvvvBOAKDKvvvpqrFixAvfccw9at26NzZs349VXX8WuXbvwzTffyMebNGkSnnnmGVx00UWYPHkynE4nVq9ejSVLlmDQoEHc9zZz5kzce++9+Pe//40pU6ZE9bnu27cPNpsNWVlZ8rYlS5Zg7ty5GDt2LGrWrIlGjRph69at6NOnDzIyMjB+/Hg4HA68/fbb6NevH3799Vf06NEDAFBYWIg+ffpg+/btuPPOO9GlSxecPn0a3333HQ4fPoyaNWua/ly2bt2KK6+8Eh06dMDkyZPhcrmwZ88erFy5Uh7rO++8gwcffBDXX389HnroIZSWlmLTpk1YvXo1brnllqg+E6KKIxAEEZbc3FwBgDBs2LCQ+1199dUCACE/P18QBEF4+umnBQDCzTffrNu3YcOGAgBh+fLl8raTJ08KLpdLePTRR+VtHTt2FIYOHRryde+//36Bdzr/9ttvAgDhk08+UW2fP3++bnvfvn2Fvn37yveXLl0qABBat24tuN1uefvrr78uABA2b94cckzSezQa+5o1awQAwvvvvy9vGzlypABAmDx5smrfzp07C127dlVtAyA8/fTT8v3Ro0cLOTk5wunTp1X73XTTTUJmZqZQXFwc8fvq27evAEB4+eWX5W1ut1vo1KmTUKtWLcHj8QiCIAgfffSRYLVahd9++0312jNmzBAACCtXrhQEQRB2794tWK1W4dprrxX8fr9q30AgwP3cXn/9dcFisQjPPvss51PU07dvX6FVq1bCqVOnhFOnTgnbt28XHnzwQQGAcNVVV6k+P6vVKmzdulX1/GuuuUZwOp3C3r175W1Hjx4V0tPThUsuuUTeNnHiRAGAMG/ePN0YpPdi9nN59dVXBQDCqVOnDN/XsGHDhLZt25r6DAjCDOQCIwgTFBQUAADS09ND7ic9np+fr9p+7733cvdv06aNyqKUnZ2Nli1bYt++ffK2rKwsbN26Fbt374543F988QUyMzMxcOBAnD59Wv7r2rUr0tLSsHTp0rDHGDVqlCo+SBovO8Z4o/28+vTpE/L1BEHAV199hauuugqCIKje6+DBg5GXl4f169ernmP2fdntdowZM0a+73Q6MWbMGJw8eRLr1q0DIH7OrVu3RqtWrVSvfdlllwGA/Dl/8803CAQCmDhxIqxW9fTLui0lpk2bhoceeggvvPACnnzyScP3r2XHjh3Izs5GdnY2Wrdujf/+978YOnSozh3Yt29ftGnTRr7v9/uxcOFCXHPNNao4tpycHNxyyy1YsWKF/Nv+6quv0LFjR1x77bW615fei9nPRbJKffvtt4aZallZWTh8+DDWrFlj+nMgiFCQC4wgTCAJG0kIGWEklBo3bszd/4ILLtBtq1atmio+Z/LkyRg2bBhatGiBdu3a4fLLL8ftt9+ODh06hB337t27kZeXh1q1anEfP3nyZNhjaMdYrVo1AJDHWFhYiMLCQvlxm82mi5EKhfbCn5SUpHu+9jPRcurUKeTm5mLmzJmYOXMmdx/tew33viTq1q2rC1pv0aIFAODAgQPo2bMndu/eje3btxu+b+m19+7dC6vVqhIdRvz666/48ccf8X//938Rx/00atQI77zzDiwWC5KSktC8eXPub0D7uzx16hSKi4vRsmVL3b6tW7dGIBDAoUOH0LZtW+zduxf/+Mc/Qo7D7OcyfPhwvPvuu7jrrrvwr3/9C/3798d1112H66+/XhaK//d//4dFixahe/fuaNasGQYNGoRbbrkFF198sanPhCC0kAAiCBNkZmYiJycHmzZtCrnfpk2bUK9ePWRkZKi2Jycnc/e32Wzc7QITJ3TJJZdg7969+Pbbb7Fw4UK8++67ePXVVzFjxgzcddddIccTCARQq1YtfPLJJ9zHzQiVcGN86aWXVCn4DRs2xIEDBwCIYqakpIT7/OLiYnkfM68XCslqcNttt2HkyJHcfbSC0cxnH8nrt2/fHq+88gr38QYNGkR8zLZt2yI3NxcfffQRxowZYyiieaSmpmLAgAFh9zP6XcYLs59LcnIyli9fjqVLl+LHH3/E/PnzMWfOHFx22WVYuHAhbDYbWrdujZ07d+KHH37A/Pnz8dVXX+Gtt97CxIkTYy4BQVRNSAARhEmuvPJKvPPOO1ixYoWcycXy22+/4cCBAyp3SbyoXr06Ro0ahVGjRqGwsBCXXHIJnnnmGVkA8dwnANC0aVMsWrQIF198ccIudiNGjFB9HuzrNGzYENu2beM+b+fOnfI+sZKdnY309HT4/X5TF/5IOHr0qK50wa5duwCIlhZA/Jw3btyI/v37G34X0n6BQADbtm1Dp06dQr5uzZo18eWXX6J3797o378/VqxYgbp168b8fkKRnZ2NlJQU+bth2bFjB6xWqyxamjZtii1btoQ8ntnPBQCsViv69++P/v3745VXXsHzzz+PJ554AkuXLpW/09TUVAwfPhzDhw+Hx+PBddddh+eeew4TJkyg9H0iYigGiCBM8vjjjyM5ORljxozBmTNnVI+dPXsW9957L1JSUqJKUw6F9rXS0tLQrFkzVRqxdHHOzc1V7XvjjTfC7/fj2Wef1R3X5/Pp9o+GJk2aYMCAAfIf65K44oorcPjwYVUWFCCmRr/77ruoVasWunTpEvMYbDYb/vGPf+Crr77iXpSl1O9o8Pl8ePvtt+X7Ho8Hb7/9NrKzs9G1a1cA4ud85MgRvPPOO7rnl5SUoKioCABwzTXXwGq1YvLkybpYF57lqX79+li0aBFKSkowcOBA3W8h3thsNgwaNAjffvutbMUDxAy7Tz/9FL1795atm//4xz+wceNGbvFP6b2Y/VzOnj2re1wSiNLvXPvenU4n2rRpA0EQ4PV6I3+zRJWHLEAEYZLmzZvjgw8+wK233or27dtj9OjRaNy4MQ4cOID33nsPp0+fxmeffYamTZvG9XXbtGmDfv36oWvXrqhevTrWrl2LL7/8EmPHjpX3kS7EDz74IAYPHgybzYabbroJffv2xZgxYzB16lRs2LABgwYNgsPhwO7du/HFF1/g9ddfx/XXXx/X8bLcc889mDVrFm644Qbceeed6Ny5M86cOYM5c+Zgy5Yt+PDDD+NWgPE///kPli5dih49euDuu+9GmzZtcPbsWaxfvx6LFi3iXmTNULduXbzwwgs4cOAAWrRogTlz5mDDhg2YOXOmXELg9ttvx9y5c3Hvvfdi6dKluPjii+H3+7Fjxw7MnTsXCxYsQLdu3dCsWTM88cQTePbZZ9GnTx9cd911cLlcWLNmDerWrYupU6fqXr9Zs2ZYuHAh+vXrh8GDB2PJkiU6F2s8mTJlilyT55///CfsdjvefvttuN1uVY2rxx9/HF9++aX83Xbt2hVnz57Fd999hxkzZqBjx46mP5fJkydj+fLlGDp0KBo2bIiTJ0/irbfeQv369WXr4qBBg1CnTh1cfPHFqF27NrZv344333wTQ4cODZucQBBcyi8BjSDOTzZt2iTcfPPNQk5OjuBwOIQ6deoIN998MzctXEqD56X3GqWIa9PRp0yZInTv3l3IysoSkpOThVatWgnPPfecnIItCILg8/mEBx54QMjOzhYsFosuJX7mzJlC165dheTkZCE9PV1o3769MH78eOHo0aOGryuli3/xxReqY+3fv1+Xvh6Kc+fOCY888ojQuHFjweFwCBkZGcKll14q/Pzzz7p9R44cKaSmpuq2S58jCzRp8IIgCCdOnBDuv/9+oUGDBvJ3079/f2HmzJlRva++ffsKbdu2FdauXSv06tVLSEpKEho2bCi8+eabujF6PB7hhRdeENq2bSu4XC6hWrVqQteuXYVJkyYJeXl5qn1nzZoldO7cWd6vb9++wi+//CI/zvttrF69Wk5Fl1L6eUhjDgcA4f777+c+tn79emHw4MFCWlqakJKSIlx66aXC77//rtvvzJkzwtixY4V69eoJTqdTqF+/vjBy5EhVKQIzn8vixYuFYcOGCXXr1hWcTqdQt25d4eabbxZ27dolH+ftt98WLrnkEqFGjRqCy+USmjZtKjz++OO6z5YgzGIRhCgi/giCIAiCIM5jKAaIIAiCIIgqBwkggiAIgiCqHCSACIIgCIKocpAAIgiCIAiiykECiCAIgiCIKgcJIIIgCIIgqhxUCJFDIBDA0aNHkZ6eHrZ8O0EQBEEQFQNBEFBQUIC6devKjXSNIAHE4ejRo1E1LyQIgiAIovw5dOgQ6tevH3IfEkAcpLLqhw4dSmjJeYIgCIIg4kd+fj4aNGhgqj0KCSAOktsrIyODBBBBEARBnGeYCV+hIGiCIAiCIKocJIAIgiAIgqhykAAiCIIgCKLKQQKIIAiCIIgqBwkggiAIgiCqHCSACIIgCIKocpAAIgiCIAiiykECiCAIgiCIKgcJIIIgCIIgqhwkgAiCIAiCqHKQACIIgiAIospBAoggCIIgiCoHCSCCIAiiUlPi8Zf3EIgKCAkggiAIotLy18FzaP/MArzyy67yHgpRwSABRBAEQVRaJv+wDb6AgDcW78bpQnd5D4eoQJAAIgiCICotNotFvv3mkj3lOBKiokECiCAIgqi02KyKACp0+8pxJERFgwQQQRAEUWmplZEk326SnVqOIyEqGiSACIIgiEpLMWP1SXbYynEkREWDBBBBEARRackr8cq3fX6hHEdCVDRIABEEQRCVlvxSRQB5A4FyHAlR0SABRBAEQVRaSrxKEUSyABEsJIAIgiCISovHp1h9fAESQIQCCSCCIAii0uJmBZCfXGCEAgkggiAIolJxutCNlXtOAyALEGEMCSCCiAR3AfD2JcCy/5T3SAiCMOC2d1fj1ndX4/uNR1UCyEsWIIKBBBBBRMK6D4BjG4FlU8t7JARBGLDjeAEAYNbK/Sqrj58sQAQDCSCCiARfaXmPgCAIk7A1gADAS1lgBAMJIIKICJpACeJ84dDZYtV9CoImWEgAEUQkkP4hiPMGrcWHgqAJFhJABBERNIESxPkKCSCCxV7eAyCI84K/fwcKjpf3KAiCiAFygREsJIAIwgzvDynvERAEYQJBMLbyUBA0wUIuMIKIlt2/lPcICILQwFZ+1uKjZqgEAwkgggiH0Yry0xvLdhwEQYSlyO0zfIzqABEsJIAIIhx+D3+7QKtJgqhoFLn9ho9RJWiChQQQQYTD5+ZvtzrKdhwEQYSlyGNsAfJRDBDBQAKIIMJhZAGyOct2HARBhOX5n7YbPpZf6jV8jKh6lKsAWr58Oa666irUrVsXFosF33zzTcj9ly1bBovFovs7flydnjx9+nQ0atQISUlJ6NGjB/78888Evgui0mNkAbKRBYggKhq/7T6t22axiP/vOlFIqfCETLkKoKKiInTs2BHTp0+P6Hk7d+7EsWPH5L9atWrJj82ZMwfjxo3D008/jfXr16Njx44YPHgwTp48Ge/hE1WF45v525OzynQYBEFEh4W5nVtCViBCpFwF0JAhQzBlyhRce+21ET2vVq1aqFOnjvxntSpv45VXXsHdd9+NUaNGoU2bNpgxYwZSUlIwa9aseA+fqCqsNfjtpOeU7TgIgoiKAa1ry7cLS41jhIiqxXkZA9SpUyfk5ORg4MCBWLlypbzd4/Fg3bp1GDBggLzNarViwIABWLVqleHx3G438vPzVX8EIZN1AX97gCZSgjgfSHLYUCcjCQBQGCJNnqhanFcCKCcnBzNmzMBXX32Fr776Cg0aNEC/fv2wfv16AMDp06fh9/tRu3Zt1fNq166tixNimTp1KjIzM+W/Bg0aJPR9EOcZa97hbw8Yp9sSBFFxsFktSEsSGx9QIDQhcV61wmjZsiVatmwp37/ooouwd+9evPrqq/joo4+iPu6ECRMwbtw4+X5+fj6JICI8ZAEiiApH3cwkHM0rVW2zWixIDwogcoEREueVBYhH9+7dsWfPHgBAzZo1YbPZcOLECdU+J06cQJ06dQyP4XK5kJGRofojiLBQIUSCqHCUeEXL7Pdje8vbSr1+pLmCAohcYESQ814AbdiwATk5YjCq0+lE165dsXjxYvnxQCCAxYsXo1evXuU1RKKykJSlvk8WIIKocJR6xYVJVopSpqLA7ZMtQOPmbkRusUFtL6JKUa4usMLCQtl6AwD79+/Hhg0bUL16dVxwwQWYMGECjhw5gg8//BAA8Nprr6Fx48Zo27YtSktL8e6772LJkiVYuHChfIxx48Zh5MiR6NatG7p3747XXnsNRUVFGDVqVJm/P6KSkJQFlOYCNVsAh5maUhQDRBAVCkEQZAtQksMmb/f4/EjLcMn3n/1hO16+sWOZj4+oWJSrAFq7di0uvfRS+b4UhzNy5EjMnj0bx44dw8GDB+XHPR4PHn30URw5cgQpKSno0KEDFi1apDrG8OHDcerUKUycOBHHjx9Hp06dMH/+fF1gNEGYRrL0HNYU1BRIABFERYLtBJ/kUBwcHl8Ax/OVgqY7jlOmL1HOAqhfv34QjDptA5g9e7bq/vjx4zF+/Piwxx07dizGjh0b6/AIQkRqhVGjGXBGsViSC4wgKhalXmVRwlqAvH4BZwoVARTiskNUIc77GCCCSCiCAPiDabN9HlM/FqAgaIKoSEjuL7vVAodNuby57FYksy4xaodB4DxLgyeIMifgBxBcLjqSNI+RBYggKhJSADQrdgAgxWVHIKCYfUo85L4myAJEEKEJMEXTrJr1AsUAEUSFQhI2rqAA6lA/EwBw04UNYLMqHcFYVxlRdSELEEGEws+ky+Z0Uj9GFiCCqFCU+kRhk+wU1/af3t0Te04WomP9TMxZc0jer5gsQATIAkQQoWFT3TPqAmPXAnf8JN4vOQes+6B8xkUQhI7SoLBJsosWoDSXHZ0aZMFisaBdPaXArdNOlz6CBBBBhIa18lhtQM3mohCS+P5B4NyBMh8WQRB6FAuQTffY2Eubo02OKIIyksn5QZAAIojQSBYgNv5HGwtUcq7sxkMQhCElHjEIOsmhF0DJThte+EcHAIDPT3nwBAkgggiNZAGyMBNqUqZ6HwudRgRRESjlVIFmcdjFQGgvpcETIAFEEKGRMr2srADKAByp5TMegiAMOZZXAgBIdvAvbXaruN1LFiACJIAIIjQ8F5gWv9f4MYIgygSfP4CXFu4CAFgtFu4+DptF3pcgSAARRCgkAaR1cwnMBOpzgyCI8qXQrSQsFJTyS1RI1aHJAkQAJIAIIjSCgQWIFUBsrSCCIMoFVgAJ4Asce9AC5KU2NgRIABFEaKQgaKsmqJIEEEGUKR5fADfP/APPfLeV+3iRW6nZ5fXxBZAjGAMkCIA/QFagqg4JIIIIhVEMELnACKJMeWnhTqzadwazfz/AfbzIo1iAhrSvw93HwRRApEwwggQQQYRCjgEKYQEKUBA0QSSKUq8fby3bg5nL98nbBEFvvSliXGB3XNSIeyw70w+MBBBBAoggQiHHAGlPFWYCDlBfIYJIBCUePyZ9vw3T5u9UbZe6vkucLCjFmI/WAQC6NqwGi2EWmBWSBjqSWxL/ARPnFSSACCIUcgyQxgVmdej3IQgibvy+9zTaPbMAn/15UPcY6+4CgMe/2CQ3OE11GZessFkt6NQgCwCw7Wh+/AZLnJeQACKIUBi5wFxpzD4kgAgi3vxv2V7DQOUSTTf3Q+eK5dv+MBlejWuK5+6xvNIYR0ic75AAIohQGKXBtxii3CYBRBBxp3qq0/CxYo0Aqpnmkm+fKwodk1czXTzuiwt2htyPqPyQACKIUMguMM2pMuQFZh+KASKIeBPKlaV1gaUx+/ZtmR3yuKcKlKxNqghdtSEBRBChkMzpWgtQUgbQ7h/BfcgCRBDxJtXJb2gK6F1gbEbXnRc3DnncBy5rLt9mawcRVQ8SQAQRCl43eAlJFB36s+zGQxBVBF+IQoVaF5jHJwqgp65sg+x0F+8pMo1rpsIVrAeUX0olLKoyJIAIIhS8bvASkgDaOg84+lfZjYkgKjAn80vx/cajMdfZkUQNj2KNC8wd3PeC6immjp2eJJ67Rj3DiKoBCSCCCIVRGrx228E/ymY8BFHBueKNFXjgs7/w/sr9EAQBgShbToQWQHwLkMtu7pKW4hTP3RIvucCqMsZRZgRBGHeDB9QCyJFcNuMhiArO6UIxyHjJjpNYvP0k8kq8+OGB3rDbIltve0JYkCQB5Pb5sf1YAUqDQsasAEpyiPu5SQBVaUgAEUQoBIMgaPFB5abDnOmdICozbN2e/BIfth0Tiw0eyytFA5PuKYmQFqBg24uxn/6FX7adkLc7TQogl110abtDvAZR+SEXGEGEwqgbPAAUn1Vu25PKZjwEUYGZ/L3Sqf1ontJqIsDp3RWOkAIoaLlhxQ+gCJtwOGxiP4wv1h2KeFxE5YEsQAQRCqNu8ACQx0yeAq0kCeKr9Ufk27nFSoaVtnfX1qN5eGnBTlgsFjw5tDWaZKdBSygX2K7jBdh9okC33awFaP3BXADAT5uPIxAQYLXye4cRlRsSQAQRilBp8Bc/BMwdod6PIKowLrsVhW799lJNrM3QN1bIt3ccy8fvE/rrnhPKPbV4x0ks3nGS+/qRcqKgFDmZFMNXFSEXGEGEwrAbPIA2w4CGvcXb/vKpJ+L1BzDo1V/R6F8/qirc8th1ogD//GQddnFWzgQRD4wEiFYAsRw16Mn15/6z3O0hX99h7pLWoX6mfFtbVJGoOpAAIohQhHKBAUpT1ED5CKA/9p3BrhOFAIDb3l2te3zr0Ty8MH8HCkq9GPHen/hp83Hc8o5+P4KIB0aRPqURBhvvPVXI3R7OwuOymYsBGt1bqRZNgdBVF3KBEUQojLrBS0jCqJwsQBYosQs7OZYdydXgDwg4ni+utE/zfBQEEQfqZCZxu6xHmm5e5Oa7lNNcdrh9HsPnmY0BGtapHl5csBOHz5WEtE4RlRuyABFEKIy6wUvYHOL/5RADtGrvGdz2njlrzszl+xI8GoJQd2VnYS1Aby7ZHfY4Rm0wGtYInUqfZNIFBijWJG2ANlF1IAFEEKEIlQYPANagACoHC9A9H60t89ckiFAYVX1etO0ECkq9KPX68dLCXWGPU2zQpHREr0Yhn2exmM/mUmoBlY0FaMave/HSgp1l8lqEOUgAEUQoAiF6gQGAPbji9ZXwH08g/jAtBoQoaq8Q5x+Hzhbjhfk7cCKfH0xclhhZbr7beBR3vL/GdH+wQo4LbO2TA9C2bkZM42ORrEVlYQHy+QP4z8878ObSPTiSW/ZzBcGHBBBBhCJcDJAzGARdmgec3Q8cWVc240L4gNBQdVQo7qHycOu7q/G/ZXtx38dl99szIpQoX/f3ubCiXULKVGySnSpvS3XaYQtRr2do+xyToxSR4oVCnSfxgnUBhirwSJQtJIAIIhSabvCHzhbjoz/+VgSEt1j8//f/Ah//A3jnMuDACs6BFH7efAxz18ZegZZX9fb3vafl20UGbgQAWKipoEucvxw8K/4GpeJ+5YkvEPrivu90kanjSNaslrXT5W0OmwUOg35iV3Wsi9dv6mRukEHswdIW/jBjjgdsEDjVXKw4kAAiCA4Lth7HnDUHIfjVhRCvfnMFnvpmC95cskfcvmex8qSze8X//5xpeFxBEHDfJ+sx/stNOHyuOKYx1srQB5ze8s5qbDqcC8A4kwYAUhzm0oUJIhL+2Be6ds9JjpuOF7YjdWlvVy8T9bKS0bZuBmxWi6EFqFODrIibrdqD7TB8/sS7ilkLkJGbkCh7SAARhIZAQMC9H6/D/321GQdP54kbg9le54Ll/ZftClahTcrUH6BQX6FWPjYz9209mo/5W47r3AJefwA/bjqGuWsOcWMhJGpn8PuPffPXUQAIWfAwxUkCiIgvZ0yUV+CFpWUlO3TbpOKEGUl2LHu8H74b2xsWiwV2AwEUTbybdCyzbrlYYF3OZSG4CHOQACIIDR5/QJ6o3aXBgEW72tqy5YjY5RpDXtAfIMRkzE62Yz5ah3s/Xoc5a9TusJnL9+H+T9dj/Feb8PgXGw2PZZRxI62oR39gnCVGq1Ai3hzNDR+E7WV+d1IMjpcjCIqDAijZaYfDZpUtP0ZWnr4tsiMer3TMsjgXWAFkNhCcSDzlKoCWL1+Oq666CnXr1oXFYsE333wTcv958+Zh4MCByM7ORkZGBnr16oUFCxao9nnmmWdgsVhUf61atUrguyAqG2xlWKtU4dnm1O13sqAUyOb9tswJIIklO9TxOF+tOyzf/nnLcQDiBHq2SF0AzqiC7Xsr9oddEYeL1SCISDldFN4CVOIRLZpWC/DLI5cA4AchSy6wZI2rlnWB/fBAb2x+ZhB+fbwfmjOxQmaRxJSvLIKgmUyzsgi6JsxRrgKoqKgIHTt2xPTp003tv3z5cgwcOBA//fQT1q1bh0svvRRXXXUV/vrrL9V+bdu2xbFjx+S/FStCB6USicXjC2D+luPILTau4FruLJ0KLH8JgDpLwxoIjpkjgF6cvxNv/HpAf6wQ4sNIeJwudGPtgWD8BMfKf8Ubv6HLs7+oYiiki8SdFzdWBYsCwO6T/FYC8jjIDE/EGbeJdHLJspOZ7ECKUywu6vUHdIJdChrWFjZkXWBOuxXpSQ40rJGKaLCXoQWIXbx4KQuswlCurTCGDBmCIUOGmN7/tddeU91//vnn8e233+L7779H586d5e12ux116tSJ1zCJGPnvkt3475I96Fg/E9+O7V3ew9GTdwT49T/i7V5j4WHFgT84cdn1AcdfrDsMFzx4UBeKE5kFCAAuf+03nC5049O7e/D0D/adErNnlu06hRu7NUCxx4d1f58DAPRuXgOr9p1R7R9O4Gw4lItThW7c0v2CiIrHEYQRZiwbkgCyWS1wBi0wgiCeF1JQMqCIEm3QM3s/iZMFGQnSscrCInM8T6n9w3P5EeXDeR0DFAgEUFBQgOrVq6u27969G3Xr1kWTJk1w66234uDBgyGP43a7kZ+fr/oj4se89UcAABsP52HT4Vy8uGBHxerAXHJOue13q+t0+I0tQADg5a0hQlqA+I9J/bkWbz8ZsjljYanoQliyQwm0dtltOjN+iUGdn15NagAA3lq2F098vQULtlI6PBEfzPT7kjITbVYLHHZFzGhFgbRQkFLVJZIcNgztkIMBrWuhQfXkmMYrJQlMm5/46sz5pUoyA8UAVRzO62aoL730EgoLC3HjjTfK23r06IHZs2ejZcuWOHbsGCZNmoQ+ffpgy5YtSE/n+4mnTp2KSZMmldWwqxzsqu3qN1cCEJt4Pja4ZXkNSY2HcRf53PD4lEnXEkYABbhriMgsQKxesgA4fE5dKZYNdpZqvtgsaleAdlI1SoFnV9kA8PCcv7CjnXkrLEEYIVlSBrWpDYfdih83HdPtI4l7u9Wqqunj8QeQDMWi4zewAAHA9Fu6xGW8ciJDGcAu+CgGqOJw3lqAPv30U0yaNAlz585FrVq15O1DhgzBDTfcgA4dOmDw4MH46aefkJubi7lz5xoea8KECcjLy5P/Dh2KvUgdocCbxHidy8uNYsZ95CtVWYBYARSP1hLvrzygf3lmctSKn0tbZqssQlIhOfYztQC4+5Imqucdy9OX2394QHPdd0GNIIl4IZ03TrsVL13fER+P7oENEwfiui715H2kvls2qzqlXWs9CiWAEsW+U4W4/b3V+EPjTo4HlAVWMTkvBdDnn3+Ou+66C3PnzsWAAQNC7puVlYUWLVpgz549hvu4XC5kZGSo/oj4wQsxsVWkuJNCxg3kLoDHr0xWsgCyO8377kMIpRm/7tVtY+N3zmgyaQSoJ8+8EjErzWpRuw9u7dFQ9bxtR9Wr273PX4GHB7QwrKNCELHCCqBkpw29m9dEVooTr9zYCZe1EhepeSWiZbLY41PFnr29fJ/qWH6h7AXQg5//hd92n8ZNM/+I+7FLfSSAKiLnnQD67LPPMGrUKHz22WcYOnRo2P0LCwuxd+9e5ORE1ieGiB+8YEVrRfrlsYULlz6vymZh0+BNZ7EJ0U9wBaVq15XXH1BNnvlBAcRmk1VLFQvJjeiliKBCpg3GIwNayBeSTYfzoh4bQYRCEkC8HnXS7+/7jWKRztOF6nPpg98PqO5LQfxlKYCOmahjFC2spZWCoCsO5XoZKiwsxIYNG7BhwwYAwP79+7FhwwY5aHnChAkYMWKEvP+nn36KESNG4OWXX0aPHj1w/PhxHD9+HHl5yqT+2GOP4ddff8WBAwfw+++/49prr4XNZsPNN99cpu+NUGhWK023zVpRLUA7foDbz0uDd+GKN0yWUwgYV28Ox6kCtQXI6xdUgky6yLBusVZ1RIvl+MtbISNJDOtjY4DGXtZMvn2yIHytFoKIBim2xckpVhjO8qidDgKCFASduHmCDaI+mV8KawJfi1xgFZNyFUBr165F586d5RT2cePGoXPnzpg4cSIA4NixY6oMrpkzZ8Ln8+H+++9HTk6O/PfQQw/J+xw+fBg333wzWrZsiRtvvBE1atTAH3/8gezsyCuFEvHB7dNnh5Tlyi4srAUouTq/DpDdKWdqhcXvjXooZzTFDrUWIOkiI02o/Vsp8W9pLjvu7dcUAFAULDhnD9E/CQCa1IyuhgpB4MQ2YN49EM7sRSAgKBYgTp857W/wyaGtVfe1XmMpWzKRC6X/3qwEU//v170Jc8u/MH8HfmACwp/9YZt8+0R+qdz4lSh7yjULrF+/fiEDS2fPnq26v2zZsrDH/Pzzz2McFRFveIG2FSoGqCRXud3xZpUAsglBS4rNCcBcJ2sEohdAWnx+AWM/VQp9SqtHt3yxUa9hHEHf4rE8cVJ1atwRT1/VBpO+VybgCiVEifOGbUfy0OadXgCAvTs24v7kF3Fh42oAzFmAGmmKF2qtxFLmozZrMZ5kpyu1vQpKfQnr0v6/Zeq4P2k+9PgC6PG82Ex515QhunOVSDz0iRMJp5RTHySR5uaI8TOWnYBPLYAYF5hpYnCBaTlV4MYepqqzVEVWcou5NPFV0gVDeo52Um1bV928lczxRDRMm/6mfLuuez92niiQ08p5F3KbJugv1SWuvQe1qQ0A2HG8QGVhLXBLLTMSN0+wi+/0JDtsCRRbWs4WeZBfqiyU2NtE2UECiEg4pZzCfhXKAuRjTNB+j6pOh2QB8iCCqrN+YwGkLe0fDq37UAqglLZrj6e9YGhX46ku9fuggEwiUgRBQGOL4tKxwY+e1m3wBbMneQJIawFKD8aqdW+sFLF9MViQcOvRPHkRksgYoLqZSgxQksNWpnPSkh0nVW6/QECAIAjccAEicZAAIhJKICBg46Fc3fYKZQHyMXE3fo/GBSY+5oEj/HFSxCrLoVxgV7SPLBtR6z70BPsmlRpYgHKL1a+tdZGludRebyrKdn4TKIM+VlrcvgDOCUpRWZfFh8+dU9C9VCxyynOBaa0r0u+Q/T1K8W+vL9qtPC+B84TVasE9wfpZPn+gTOekGqlOlfV1/+ki3P/penR7dpGu6TGROEgAEQll/xl+3ExF0j8qF5jfo1qFWYIBzcv25oY/jj24oiw6Bfz9O7cekNlailIqMa+lhdevrBS1KcelmhWk3gKkFkDkAqvAbP4SeG+Q2KvOAK2AjUexznAUlPpQx3JWt/3C0lUAwluALBagTqbYQK9aqlJhXfotskHUiY5Rk84Pr18o08xUh01dvX34zD/w0+bjKHD75FIBROIhAUQkFIdBwZ8KFXzLWoB86l5gTogCaMrP+gKGA1qLGVg/+y8UN/R5RHnw/SHAS82B41tUzzFrcdEKFRavP6AEQWsuNtoea8fz1BkmOgsQdaaumPg8wFejgUOrgYVPGu6mba1SFp3NC0q9+JdDn2wiuVN5AogVF9VSnEgKipxqKYoAkmpbJTHPT3ThTilmzusPyH324olWkEofg9cfMFx8FFekPomVHBJAREJhC/axVKg6QKoYIK8sCiwIwGkRJyOeC2zsZc0xrFNd3O99CJ/1XgA0H6TeoegU8MUdqk2nTdbhSeakEkt4fAElCFqznzaGoEgzmWoFE1mAKig7f1Juu417Vvk1F1hfGcR0FRr0mfMGxRevECIb5Mu6eNiYtON5pSjx+FVu20TrOakf2aFzJTjOpKPH67zQxthlp4nJFB5/AB4f/80ZNTIm4g8JICKhSAXNslIcaFFbSXWtSBYgwaeIEsHvlgshOsAULwtWjMhKcWDPc0Pw57/7o1ODLLjsVgRgxTl7TQQsHKuNW+l5JggCth0z14BRG6zMUuz1y64u7cXmjosahzyuRSM8vX6hTNwmRIRs/kK5bTH+Lfg1F9iyiOkyspQIEH9bPAFkJMzYffeeKsKg135VxbUlMg0eABzB4y/fdUq1PV4iRPt9VA+6/EJZgPLMVpwnYoYEEJFQpHNcm2FRYa65Z/fB4lXilPxexQUmub8AwBMUQLnFXthtVtTKEGMYpMna7Q3gVDFn0mSsSyfy3bpWFwDwxBWtkZnswKiLG8nbkp3GLrBit8/QAtSyTjreGdFNvp+VEj54mzLBKiA7flBuW4ynaa3Ly1cGAig/jKuI5wILGJzw2iD+Q2dLZGGQ4rShZloE5SeiwG7goi92x0cAab8PMwLog1V/YwMncYSIPySAiIQixShoMyyMJsQy59zfqrt+jyKAHFAmeo9BzVBpBev2BXDgHCf7i7EuFbrFx1Oc6kn/7kua4K+nBqJrw2rytlSn8ar/kbkbDIOgtcefO6aX4XEkyA1WwQnRW057HpWFmC0ycIFJOG36365RLA9PLB3NLQEAjOjVKPLBRYjDoPigkZsvUrQWIMm1XeoNYNnOU7ynAACumb6yTMRsVYcEEJFQpAlaawHiFUcsF9g2GAByC4vkyc8ZFEBewQbB4FSR4hXcPj/2neXE9/hK5JtS6ro2EBkQBSK7PSWEBWjLkXx5FZ7EiRVqWUdMUc5Od6FF7XTd488Oa6u6T4HQFQxtHakQZRW0FqCyELNGr+ERxN8iNwuMkxoP8FPm3WVQA0jCYfAa4UReKL7dcARPfbMF/oCgcv19fk9PLN4hzjevLdqFN5fuCXkcbcNYIv6UaysMovIjTdDamJ/P1xxCkceP14d3Kt+aQMFGqCeFLNSy5OJcfiG+3SCmoaY7pABo49NEdoH5AjhXGvp9SKIv2cC6k5GsuKtCxQABwLq/zwHgX0BqprmwasJlXKEFALf3aoTL2+Wgx/OLEBD0F7QVu0/DYbOgR5MaIcdAJIgitSgP1VtOGwNUFgJIG3gtYYNxFpiRmNHWqQKUKudlMS84DIRZLBaghz7fAADo0jALXS4QrbqpTht6MufTifzwyRDH80vlcgFEYiALEJFQ/IwAskA9oX2/8Sj+2H+mPIalEBRARwVxcmLdXvf2Esv0p1qUyaqXRhTILjBvAKWCHb/6Oxi+lGQBSmLiHkb3VoKW2f5If+wz97mUePkTdU5mMtKTjON/stNd8uTPmunzir247b3VGD7zDzLBlxc+TXPMA78Z7qoVI2XhAgsEBBQL+ticCyyicOOJ8l5N+WKat68U4F8WFiCjIOtYLEASj87dKAtSyQL2yIAWAIBWdfSWWS2JSMsn1JAAIhKK7AIzmMy0dUzKnKLTABQB5LIoq+1ORz7T7S5VjpWQBNBX6w/jjcW7Mdl3u+FLSRYgtn0F25CxOlMU7kS+W85QAYDHBrVArXT9RSeWmiFsETiJ3BLF7E5VossJr/nu4H5NmYmySKH2+wNIgt49k2YpBsC3AF3dsS73WDzXmGQBKotMUZ4AA+Lz2w8IwOLtoiiUFhsdG4i9+Nwm3M5FHhJAiYYEEJFQ5CBog7msvANwBY+YASaV9mctQM2OfKvbX7ti1GZhlXBWxhJy6jrzHO3nck0n8UIx6uJGqgwZl93GLY54ZXv+hcUM0oWK/Q5YK53XoE4JkWCYuLGwu2oWENdMX4lDZ4vjPSIVQsALq0X/20gKZk3y3LcWiwVD2tUBAIzpq15E3N6zoeq+FOBfFgLIKDYpXnFxU3/eAQBwBucNqQfa/tP8Cvksa/brq20T8YUEEJFQAgYxQBL/99XmshyOjoBXvNgUIAWAEvhc36LEYbzsv0m+rU2b1a4gS+GEEYfOiq+VpBJA6s/lP//ogA/u7I5/DWmlyvByOay64ojpLjsyTaS5GyG7wJjJXoByYSMLUDkRgQWIV1/nv0t2c/aMH1YvX6AlB13FOUyTUZaXbuiI90ddiEcHtlRtf/aadqr7ZRkEbeQCM2OhiYSjwYrsvEVM90bVddsA4N0V++M6BkIPCSAioShB0Fbwij+fMlkZOWEELzb5gjhpSxag5rUz5F2qZSr+eofOAqRpRcETQD43fP4AXpgvrgZDTetJDhv6tsiGy25TCaAku03nWoi1SJzDLj6fFTqsO4wEUDnBswAZBB7zykkk3HISjFHyC5pzAR6um1Yi1WXHpS1rcV1k34/tLd+WxEdZVIs3coG5o3QlhisqyktMmHa9cdwgkVhIABEJxS/HAJXzQHgIAmwHVwBgLUCiGT+ZMbbMPdNUvq01mWsLuXEtQMtfRBFTWI0NsOxQP8tweKyrLCPZrpusjcz3ZpEsQF4fK4CY25QeXz7wLEAGVhde769ECyCrXxyL9reeBC93kWOG9vUz0a6euOiQxEeiq0ADxlamaC1A4Xqxpbv0FttGNVNx58WNke6y45UbOyI9KJKaZKfq9uVR7PFRNfcoqYiXJaISIbvADGbGxjXNneQJYcmz8k0fgjVMLH4AApLtyoSyQ7hAvq2dMLWFCLn1gv5ehWImW8tqsWDRuL54Z0Q3dG/MN38D6tVp/WopupWzUQ0Ts/CCoH1kASp/pCywC5giln5+TRheEoFRdeN4YQ1aqIqhTtFOQSnsIYo2hsNmVYqKivfLIA1ec07VCCYiRBsDFC6mURsfdV3negCAiVe1wfqJA3Fdl/p4f5TYXPnvM8Vh47m2HMlDm4kL8Mx3W6Mab1WHBBCRUIwqQUuUaxG+316WbyYzWS1O+BQLULJaoOiCoA0qyapofInK6uMNBNCsVhoGtqkd8mmsey0z2aFzv8XNAsRM2qzooQKJkRPzSlwQgHMHxNsuJlXaoBYQLwZo7tpDKE5gBpE92DqmUFALIJtFwB3NCqM+riToJSuKUY2eeOLQiMU+zWsCAA6ciS6QPFzigN2mjuVj5xPp/UrlK/wBAX2mLQ15Hr62aBcAsX0GETkkgIiEIsUo2K0W5HCKepV3FpjEj/4e8m0HfEiSLEBWtc9eu7rWZoFx8XtULrDUEFWeWVgLkMtuRQ1NX6SYY4BsvBggvhiKG4EAMO8eYOXr8T92OfPz5mPoOGmhrrFmRPz4qGKZtCcBtqCbycACxPuOij1+fGhwQTyRX4pG//oR10xfGbVYs/lEAaS1AAHAyC7GFs2wx9UskjJC1LGKF1IcnISkJ79afziq45k5Z9KSlPPfxrHWsY8DSvYoj7KIk6rMkAAiuJwqcOPJbzbj2w1HYjqOT06Dt+C5a9ujX8ts1eMVRQAVO5VCbU54kWzjCyCtxUebmcXF71HV9BjSvo6pMbEXBKfdivGXq7NnYg0g56XBq1xgibAA7V8GbJoD/DIx/scuRwRBwH2frEd+qQ8jZv0Z/YHWvqfcdiSHFUBSbSlt8LFRCvVNM/8AAGw4lBt1tWN7UAAVQp/t5RSi/01KFpALLCfwjuMl1CvYEPWxzMLW3gKUPmTRIp1LvEBviXQmEJoXg5SuEUA8K58ECaDYIAFE6Cj1+nHhc4vw8R8H5bLu0SKdvHabBXWzkjF7VHfV4xWhE/kHvoGw2uwIBOOAHPAjSdI1VjveuLmzvK82i8NUDJPfqyrudvOFF4R5ggg7tzntVtRKT8LWSYPlbbzO8pHAS4Pfc7JAvp2QjtSe8PVPzkek1iRxxZ4E2IJWEAMBJMXLNM1OU23XWhEk2PozucXGLTa4eEuAv1cho1RsFZMvcH77BsHaZpAski863sZA23q0XzA86mOZpWaqWjiyciIaC5l0LjltVjw5tDV3HzYVnhfnlKaxEIdaJNrKIFC8MkMCiNBx0kSfGrPI1Y/tfEtJWceZnC50Y9+pYJxClliA7Rt/bzhsFgSCFxunxQuXNTguq1W1YtNeWJx2K7oxXdy5+D1yhd6uDauZ7nHEru4kd5gpi5NJpK7xRUw16cPnlAvYf37egRW7T8ft9UQq54TNfm5xw5ES1gLkZqqLs9WWzcSmnS2KsNnmvLuB9y/HZYfeBABsCTTS76Nt4xEBkiBvYDkZZs/4oT0X2Urv4TK6eEhixWGz4PZeDbn7pIWxAGnH9Pte43OQTS7ZcTw/orESJIAIDmwxvFhR2j8YCCB/oExTOLtNWYTLXv4Vx/JK5MBSD+ywW60IWIICCD5ACIoCq12VEssLzAyVyQVAFEBBkRGJgGEtQFLAczwbRGYlixfXvGLlQqgtv//FukNxez0dlSh1N5aClIakZYd3gQV/my67DT6mLYaRC+bGbvXl2xFbELd/r7rbsWk9nLptMdDzfqDhxeJGb/RVqPecFBcmpYJxMdFEc3GzmvLtUK4nHqVeP254exUAcZ5wcWp3AZoYIAMLjlQ1GwAembORu48gCPhu41H5/pNfb4lovAQJICLByBM0p+uzRDQrrVjZdjRfvqh4YUeK0wafVZx4nfDB4wm6B6x2tMnJMDoMAGDUxY1DPg6/V7YAJYX4HLQkOp05K1W8aJ9jXCGFbnXAZTyaQhoSqDy9jiK9WJoiPYdxgfHdVZIFyOWwys12AeMMKrbVScx9w2wOZDfrBlz+vDhWICYXWH6p+B4dSHw/MyPYxAJvIDLr9JfrDstuRbMxQNoG0RKsEDNCG8PlLe++iuchJIAIHfFsUBrOAgSUXSA0+77sNisQECcrL+xIcdngD1qAHPDhhi7BFZjVjgtqpOD7sb2x8l+XcY+bne7C3uevwND2ORjaPgc7Ag00L+yRP4dILEBGcRzxQpqI2a7ThaXqC60l3kGW7PEMrBoJ5cBK4JlMYNEkZdupXTHHJvkS8RtOq61YgHx8t7RbtgBZVQsJo3OYvajHmiofsDKWmuSgG7j4TNTHk+Lkkizl8LsIwi46/BGKWvbzlDM4OYdgM8U2H8nlHuumCxtwt7OURePbyg4JIEJHPC0y0qrUKAYIKLumm+yE4bBa5FW1F3akOOyyAHLCi+yUoPiwiKdI+/qZqJfF73EEiMGM02/tgv+7vBVu8jypftBbogggZwQCyGS6fLRIbjXpoigIAjYfUccRGBWwjJ5yFkCzrxD/X/GK+P/fq4DpFwIfXhPTYRNixUzPEeOAAEPXkptZYASYMRgtKtikgxJPbBdQwcYIoLRa4v9F0ZcAkFtgoPwyQ21Wi6zRtRags0Ue/LjpmHwuh0KywF3aSsx6bcIkS7DWobNFfMuemRpf/V/6New+RGhIABE6tJNnLDE6UmfnUK6fxTtORH18swiCoFqhWSwW+QLsEUQLkCAHQatjgCIhJysJuUhXb3Tny+JL2zojFGMva4YWtdPw8g0dVdunXtceADDxyjYRjU2LFIApWQvyS304Xai2NMTdC8dWCjZw65Qp694X/z8cInVdEMKO1Rehu8QUKTWApKD7tZQf4MpagFirj8dgUcFaqopjFEBWG/NbTg2WtyiMXgBJXeKtcYxBNEOH+pmq+1JxRK0V7fb3VuP+T9fj/ZUHwh5Tqi807R8dMWFIK3x6d0/5sfGDW8m3C0qjPwcKNC6wNFf8EiSqCiSACB3a1PRYFreyBSiE62fcXH6QXzy5+8N16PPCUvm+z++TY1C8sCHFaUNmmphKfM9F9ZX4lAgFkMNmReOaqbjM/RIOdRkvbizNR4lH/BwisQA1qJ6ChY/0xT+61ldtv7n7BdgwcSDu7B0m9sjEWAExfuW33adwz4drdfvE0x0KQHY7igcvZwEUCJhzfX04DHijc8gu7Qkp5+BIUqpBu8MJIJvcd08cj5EFSNkeqsCeGVIEJt5HEkBF0WdwPdS/OT69qweqWaKvJh0NXS5QZ3FKqenauK6tR8XvYPF29YItr8SL3/eeBvuRS+dWZooDY/o2RR2mCGydzCS0ryeKrqHtcwzHJbmoeTGIvEXpgNahK8sTehJrYyfOS7TxDL5AADZrdKsLdxTBvwgExAul3bizdKQs0kxaPq/ifvHBjhSnHVa7aNK/tFmWcqGO4n07bBbsEuriXHYjNACA0jz5YhOvNPaslNgzZaSAT68/gNvf41tA4h7c62dWreXhAmMJeNUCVxCg6+bpKQL2B10NJ7cB9bpwD8V+TmabWIbFngy4gtYJQwGknF+CKQHExAkFb58udGPn8YLwgbc2p+o7c4ERsJILLAYLkN1mxUVJB6J+frRov3K7zQJ4jd2akgvLHxBgs1ow/O1V2HG8QFUTLFwbjw/v7I7f9pzGoBDtcJ69ph0enrNBV6wR4Atuo8auhDFkASJ0aGuaxGLdL/WFD4IWX4M5oWdfAUxrCrgLjJ8QJbfZfsFvzofgOrND3uaBHalOmyK4/B5ltW/Xl/sPhxRI6bYGY4a8RSj1RCEEE4xk6g8VvxL3zBLWAmQQ2Ftm+D1KlhXAt0jlMS0RXOn6x6WnMidJ/WopkY+l4LjezWVzKC6wxZOBEn2xRcnCqk25NrJIscJo3+kiXDR1MbpNWYRb312NHzYd5T5HxqF+X0kCYxFzBi/+eQeBLV9FX+LgzN7onhcD2mrKdtkCxJ/4Upw2/HXwHNo9vQDvrdiPHcfFeYotMhkudq5aqhNXd6wbcl60alzULDzrHeWARU7FmY2JCsOUH7er7vtjiAEyEwQNAJ/+eVC5c3AV4CkQM3ZiIRAAfnkagW3fyZumON5HA+spNN/yirzNCzuSnXZ11V0p6NQR+cVs2zHxQvbq0mA/Jp9SCDGehQxjhbUAsXSon4meTcTaRv54x7awwbwx1IyJC36v+kLNs0i5GXdMwNhlxAqOiDPCis4AL7cE/qPJ/LFYABfj/nhZX1lYsgC5HOomm0YWILbo5dd/HcHRPEXEzFqx33CIHl8ABQG1JeLUBUOUO1ZGSH55J7BnseGxQmJg6UokWsOJFIAsLQw8vgA+/kPpreZy2HDPR+tQ4vXj2R+2cY8Zj9wBSUTx5l8zgdhEeEgAETrqZqmtHrHEgZQydUpCMX3pHv1GIcaL76c3Aitfg3Xu7bqH/EHvrx9WBGAVLUA21gIUtII5jDO/wrE/NzhJ+d2qWI2Kgp2JAWLZdDgPt/dsBCABsS2lecrtGGrGRI2d+T79HvVvjHfx9TFjFIwvOmwQdMRuw+MhYuCSGAHk039ebmaBwVYYNhJA2jIHLKGComf/vh8nS9W/XV/15sodmyaa4sRmw2NVNLSlHuyaGKC3f92LJ79Rigw6rJaY+/CZQfKiBTjzr9sb54VJFYUEEKGjW0N1ZeN4CKBwLjC5LxG72jm1g7+zWfb8orqbBGXSKnGKgY9eQRxXstOmWIB8bsYCFL0A8kghdn6PbBXg9f4pLxzSRM+x8kjWobjXtynJVW6XhwWoWiPltt+jLsb4Smvgz3fU+7OBzyYtQJEW0AuJMy3kw6WMBejxy5XsIiMBFKr6cyhX6OYj+bBonCyqc9qqqYQdheUUQLnEhWljZ2TLaPB7/E3TDsZMA9J4FDm3hrAAuWMMYCdESABVJla/DczsJ5rUY0B7QYxNAOmzwD6/pyd6Namh2k8+odkL0uJJiBr2Qhskx6J0yPYFxYkkUpx2KxMD5I2LBcgD5aKQ5BddKfYK1LxQsgB5QgRUxr2+jcoCVA4CiP19+b16q89Pj6nvqyxAxsKGFRxxKez5T7Fruy4GjYmLK3T7sHKPeK677FbUy0rGOyO6AeB/p9JzjGDP87/PFOGyl5fJrh+Pzy+Wh2BQBefa4iSAtFbBMsgUvKtPEzSonowHLmsGQInhkz6PQBRqJh4LHekYPAtQKccCVIk6y5QZJIAqEz+PB47+BayeEdNhPlz1t+p+NBOAhBwEzQRo9mxSA5/d01O1n3yOx2sF+NtLuk1JUI5t9YoBi96gABIEMFV3S5SJOIogaAkPk2R5Y65oWTCzeowLX90tiuEQFxBJjG3kdH2XxNGmw3nxizc4ux9Y/4Fy31POAsjnBvYtC70/awEK4QJjm/pG5AILBPRWJwCoFYz30WZCMoHj93+yXr7tCi4wpEBonuXO5w+EdHOxC5/XF+3GvlNFsuvHHxBgD7ao2Beogwc9Y1EjjRFAWgvQd2NDWsyMB6EpNcD+XhJE9VQnfht/GR4d1BKAIv4lIaud/8wsCuJxmstB0BQDlDBiEkClpdF3/iUSSAyxM7z6Egu3RV+o0B2iDtCEIa102+ImgHIP6jY5mbRdm0+8+PogjksQBCA32Phz0TPKOOIkgLqVik0SyyxVdfNcUQwf/CPipz5/bXvUYFb3v8Tw/av4/Fb1fW9s7Seigr0oH1kXfn/WAhTCtcUKoIgsQFvnATt/Um+r2VK5nVFP/Rgz/l93KSnnUvd3h0FgOwD8fTa04GRbP2ib7jpsVlkA3et9BN8FLkLNVEacaWOAAOD5usCJrSFfU4fWAnRsU2TPjwM2TfaVVu8cywsfuxaPhY4cBM35ObENmonoiVgABQIBPPvss6hXrx7S0tKwb98+AMBTTz2F9957L+4DJEzCphSzgZMR8v2mY7ptTzEBgGY5cLoIw95cgSO54mTBC4Jur6nACiB+Jm+OCHRCWf1LAki2AAHA3yuYcQQFkC3yejtSkTOBOb2cgvj9xLObuyELnlBuh7BadKqfxd2e6rKhZR0l5TtcTRPTnNRcDL0lZW+3Zy1AR9cb7yfhNRcEzfZ3ishtyBMINZoqt+t3A9rfEHYMUnC99F3xgtcnfc/PWJJgSx6wAdXi8a1wBM8fH2zofEGW+restQABojXnkxv020OhtQBFWX8sLN5SYP1HYvkBDQ5NcoB2UbjmgL4cgZZ4nOahXWBkAYoHEc9sU6ZMwezZszFt2jQ4ncrFoV27dnj33XfjOjgiAvKPKLdt0RUQPJpbggc/+4v7WKTBsINfW46Nh5V4D14aPPfCGosFaPv3wMf/AFa8ChzRX9wy7Mqk0SBPrHrsEcSJvl09jRiThJg2tsEE//lHe922wzYxxTnhFqCiM8CqN03tWo1TYE3CYbPKQi5hXru9S4EXGgErXkvQC3BgBcTaWeH395qLAYraBcb7cIe+rH78H+8q57SBW0m6WErnlIdjITgexnLBXufZYQUCApx2q9yl3Qub/j0anSfsvGQGbexemCDwqFk8SXTTfXqj7iHJNTxq9hocPFMcVRxcPGKAQgVB82OAKAgoUiIWQB9++CFmzpyJW2+9FTamF0zHjh2xY0eMWTtE9OQxEw0nXdYM2gKILEXuyFYcWhMtzwXGE0Bnzimrq2X+jpGtdObcBuxZJLqwmIk3YBPdWElWfQCoF3Zc1qoWLmykznyDP2hRi8ICxNZjucvzKADAGrzwJtwCpF1BRzEpSk+R2nbEvRq0xN7FQGkusOjpxByfR8A4CJgL+3nm8wsFHs0twedrDsn3IwuC1vweBk0BMurqd5MsIQYWIMllGcoFdmUHznHZkTBDsTDjcvsCsFossActQF7BrhdYEbaMMaTkrPp+SnX+frGybrb4/zF9CQJ2kfLSwp1Rdl1PdBA0WYDiQcQC6MiRI2jWrJlueyAQgNcbmfti+fLluOqqq1C3bl1YLBZ88803YZ+zbNkydOnSBS6XC82aNcPs2bN1+0yfPh2NGjVCUlISevTogT//DNHosLLATs4hehaF4q+DatPukHZ15Ntuf2wnHK8CslYLeHwBvPTO+/J9B3zIK4ndJWYJXjSSDQTQFbx+PLILLHILENvvqwii+HII4vESbgHSXeAjFy9S7IN0MU1Io8/yIlIBxFqAvhrN3eX5n9SFQyOyGFg054XToI2GJfibMrAANaguZl05NUX8VIcIM5RTBW65OScrhkq8fnh9ATgt4mv7YNen+sfLTFgcFECZwaKQiQqUD5GBaGc6AOeXenHwTORjiI8LTPyfnwZfic7JciRiAdSmTRv89ttvuu1ffvklOnfuHNGxioqK0LFjR0yfPt3U/vv378fQoUNx6aWXYsOGDXj44Ydx1113YcGCBfI+c+bMwbhx4/D0009j/fr16NixIwYPHoyTJ6Nv0ndeUMj4sqO0AB04ow5KtViU4EqeST0SeBYg7SSdX+pVxek4LD4s2XGSuwL699ebMeT138ythIIXPZdFv68XdvlCjy4jlQckF1gU/chYC5DkYrMJ4hjClciPGe0FPgoLkDThShcCr1+oPOb1SDOTtBY1DmeL1G7biCxA2t9DVkP+ftJFOUyCgxwDxDlfzbQ1mbtWbP3BvoeTBaUQmBYmXtgi+1lFIqAlYSIJoOLYSnpEA1uqwh8QonKBxSMIWjrGmUJ9WAA7713YqJruccIcEQugiRMnYuzYsXjhhRcQCAQwb9483H333XjuuecwceLEiI41ZMgQTJkyBddee62p/WfMmIHGjRvj5ZdfRuvWrTF27Fhcf/31ePXVV+V9XnnlFdx9990YNWoU2rRpgxkzZiAlJQWzZpnw95/PsFafKAOJtVWKU512Oa02VgHksut/atr6Qt9vPIpUKO/DCR8mzNuMT1b/rX0qPl19ENuP5WPZzqCwDdHV2wIBDSwnkGzVfy4e2JWx9fyn+H9SZkxB0KzYk4KspR5YCS+EqBVAUfwWJLEjCcOfNx9D52d/UT7r85lYLEBGh9SoAY8vYF4wai1ATS8z2E9vAapfTaxRNfU6JeZMunh7DNLgw5EftLiylYZHvPcnAkwTWx9s/NIY47YDFz2g3x6I4DcoJXNkXSD+XxinDMQIYK200bauscYhb0CaKwrdPl3laam8yA1d66N2hmhlriRLlDIl4q9p2LBh+P7777Fo0SKkpqZi4sSJ2L59O77//nsMHDgwEWOUWbVqFQYMGKDaNnjwYKxaJaYYezwerFu3TrWP1WrFgAED5H0qLexKNcpAYu3K9fHBLRULUIzF3bTl5gGgbpa6yOCk77ch2aKc6FLWySer9SntuuMufjbk6//H/i7SLPrVvE+wKbFIkrsrEIgpCJoVe1IxRMmylXABpBU8fmbi9PtMNSCVvmrJArR4x0nkFntx1wdr4zXK8sFbasqio/oMQwhricxk5TfitFnh9gVw6KxZKyzze7jsKWNXEicGSNIgrZiMPaecBRZg9hMw49e9ckVj3mJEQqoUzVYaPlngBnzKnGIogDLqijFMWiKZj6R9M+uL/xdpusv7faa+k5CEabjKWm8cNisyksRFTLUU83MBb76LFHYcS3aohSBbYDYer1VViUqn9unTB7/88gtOnjyJ4uJirFixAoMGDYr32HQcP34ctWvXVm2rXbs28vPzUVJSgtOnT8Pv93P3OX5cn+4o4Xa7kZ+fr/o772AnmSi7bLOT5lNXtkGtjCR5Qo3VAsSjXlYyPhrdXbUthWlXkQbxIlLo9uGT1X/L9TfY1bXsvtq3NORrNbCcRDpHAIkusOBpIAVyBhihEIUFyGKxYEQv0ZWRmRaMzQjWIEp4ELTWwsFaMN7qKTbdDPP7kF1gmqrVMVWxrggutC9Ght8HUGcicTqwa0lPEi+M13Wuh+x00WV6ttjkRZ8V2C2vMN5PtgAp368kUliLo/RbDgiKhXX57tP4z887sPmImJUZSgB99McBAOoso8aWY7D7lTgYL+wRebVY8RR+3+BvM7Wm+D/bjBYA3r9crC9UrAmWjoQw3ykr7iwWxVU/47aupl8i3gVPtbGQchPcEN8lER769ABMnToVmZmZ8l+DBg3CP6mi4YveBXaqwI2bZ/4h+/8BUZwAiJsLzIg+zbPRqUEWAMCCADpbd8uP1bGchQUBHD5Xgie+3oKr3xS7w7MBgHLAYphgSYfFj3SI+5QIiqjxQnHzKQLIy7jAoispcEsP0YRfGgjWZwlagGJpK2IKrQCSijsG/MCZ3eLkf3pXyEN0vUCMKdBm6WUkRW4Nkwn3m4ymanCk7Jpvbj+2PYYJAVQYtJp0blgt8vNF+lxyOgG12xjvZ9W7wHhtZhzMBVFa0JwtUgtebTxe3cwk5jni71O6wPa1bsRS16N47PCD4msKDgRgjSwmLBoLUEpQAJXmqcXO4TXi/9F2mwci+q1ZLRY5C6xWhvmiqPHoeMNW7T5bpBFAIQrMEuaJWABZrVbYbDbDv0RSp04dnDihNgWeOHECGRkZSE5ORs2aNWGz2bj71KlTB0ZMmDABeXl58t+hQ4cM962wMD2WhKDbo8jtw6j3/8ScNcYuJAD4z887sGqfEmyY7rJjcFvRipZoAQQAGUEXwmbXXehiVbrCuyw+pEOxYEh+cDYAULZKeDQrRQ1OeJEWFEBnoBSK9IDnAvPFlAUGKMLsRJH4uUkCiBecGle0AijvkGjyZy9CIQJpv73/YrSpK34+Wncdm90WMeEC86O0WiYEVgCxvcsAriCS+mulu+yRJw1ILsoGPULvJ1mAmO9OaTSsTOMO5sr7yJwN8PgCujiWFM33+OrwTqr7ucUeeZFxm01sKFxHEOO/CiAujCLS8f4IvlvZAhTsFZh/GJjWGDi6Qb1fmPM9JGECyVmXki8QkI2X1TV1sxaN62t4jHhYgNh5bsave1X3pd8ce05WBCPr+UbEAujrr7/GvHnz5L85c+bgX//6F3JycjBz5sxEjFGmV69eWLxYrfx/+eUX9OrVCwDgdDrRtWtX1T6BQACLFy+W9+HhcrmQkZGh+jvv2PyFfNOy9Wug+Cz+u2QPlu48hf/7anPIp2pXiI9f3lKeBCRx4PYHgB0/AUumhD3TIs0YkvqE8WJ02KwwCdY8/+aSoGDixQU0UPqN1bAUwCGIq6gCQYk98rJB0GwtE8l1FIULDFBiMeQYIIsfgGAqEycmtJaW9R8A/+0CbP5S2cZ8PwsevkS1e8egNQ5QX0zF+zEYjNkg/Tt+1D9+bn/0xzZDJL9JpuGoTpit/1C3u5Q6nuZSrImmu3VLxw+XbShZOoPWC58/IJcnYIuMOpjo25+3HMcX6w7p+n8d0KR1OzVulIJSnyyAtOdfWjBJIaL+gK93BJa9EH6/QEAJmJYsQBLafmkxNdI1P3a2/hkrJJ+/tj2a1VKKNPZuph5vqiv2ukjdG6trIB3LU86h/afF+a5B9ZQ4VByqukQVBM3+XX/99Xjuuecwbdo0fPfddxEdq7CwEBs2bMCGDRsAiGnuGzZswMGDosViwoQJGDFihLz/vffei3379mH8+PHYsWMH3nrrLcydOxePPPKIvM+4cePwzjvv4IMPPsD27dtx3333oaioCKNGjYr0rZ7fzP8Xth0zF8ukvSazdTBUFqDPbwaWvwjs4FzAGCJNG3WE8GO7EDoF9Pe9Z4DCk6ZWmQO9SwAAZwVF4HoFTgwQELMAkixTXqYfmBO+sk+Dl1j5unKbCaRtWSdddte1q6cW/g1rqGvSxFTDSLIA2ZPFLDstpxJYRHXvEmBaE/5jbNVlCUkAleSKFggWTssHyUWS4rRFHjNnVgBZ1EHQ3r2/Yq3rPgyxrla5QaxWi8pyd7bQE7IBKqC39Ll9fvkcc2gEULJFPB8jlvHLng+/D2ulTNUIIFe6+n4s9YH2auIFNQFN7MfB9ltz2CwY07cJulyQhWs7q3u0sa1jAOChAc2jH1+QJIdNjiUE1DGaZwrF301Opnm3HKEnTuU7gZ49e+Kee+6J6Dlr167FpZdeKt8fN24cAGDkyJGYPXs2jh07JoshAGjcuDF+/PFHPPLII3j99ddRv359vPvuuxg8eLC8z/Dhw3Hq1ClMnDgRx48fR6dOnTB//nxdYHSl5+gGFNnMpfxqJzM22JU7oRfo+4WxzFy+z9TrSozs1Qg/b+KXzHdafLoBlmpX1wufNDgyf5o+DmVlpaoDxIodycRuj00AsQ1RHfChV9MaUR3PNEYCiK0grAlKfWpoG7Srm4kBrWuptresrZ7UY8pgkyxAjiTAkcIZXwItY5/cYPy5XHiX2KWebR8iCaBv/qnfP1lfc0US/DarRe55Zzpr0m/WAqSOAXL+9AiSLfn4n/N1BOyT1IdkFiBWqwV/a+p7jbmkCd4OnqNWi7rqMyDG2BUFXSwOi/pz8wgJDHNg4xhTaoglAiR3lStd/RuJtJwBy/Jp+td1sr9J/u/cYrFgwpDW3MdSGVfUjNu6oGZadLGDWlQ1xZg5WBLd0abpEyJxCYIuKSnBG2+8gXr16oXfmaFfv34QBEH3J1V3nj17NpYtW6Z7zl9//QW32429e/fijjvu0B137Nix+Pvvv+F2u7F69Wr06BHGv14ZSNa3cjBrhte6rNiVfjQxQC8u2Gl6XwgCujeurltpngpaadgO7hJubR8co6De5gNRUPdi3eYTgnIR88KmuADsLmWFLwmgKC1AkiuCtQB9dmeXsq8DJG9nBZDa1ZjstOGWHhfogjy1vcJi0iisBYgngOLVBJdHmJgPDJoCPLoTaDNMvC8F3e7kWDod+hV3gBFA0oLBVKVeQVC6nYcLttdYgPw2ZRzazMJGNZTP12qxyO4SiQ5ME9yAAAjMQqGvdSNazWqFQUXfA9BbgP6LmwEAV3bgVE+XuHYmUEffDy8sbN8wu0v8rUhsmqP+bUcrgPyc52nOh0hO0cvbirGlw7tfIG/jNaINi7sQOMmxgjJjOZqrxNFJVj02notCgCInYgtQtWrVVEFigiCgoKAAKSkp+Pjjj+M6OMI83gCgMs6fO4BGqTuwBWL/n5V7TuNijZ/aCHYFKcXHSEF3kdK4Zir+NaSVwQt5gXcuA6o3gQNXqh6SYmdcHAGkq/7My+oYPBW48C78ndId7Y5erXooT1BcOz42Dd5i0Rdti1YABT+3AKzwCVbYLQF0yOFc+ONJwXHgs5v4j7EiwGTAsbbuSUzF3VgLEM/aEUsT3HDYXOog7FZXAjt+UO5bLEB6HUWY/fYy0Etj/andDjixhXsBlcoGWCwWWUznmkmD3zoPOLZBvG3XC6sT+aX4c/9ZDGlXB3aNBciXVA1Gv0w2VmTe+sPYfVIdMNy2rtrVyQrbD5wvAD7g33gP263Z6GRVW3Nv6d0KdksL3NvPwKUIAB2Hi3/PcFydoZin8SDY7JBP/9y/1UIlWgHEqwOlKXYp1UIyw/9u64ISrx8pTjtu7FYfaw6cQ3+NJTUsJbnAC0FX16j5QEMlXpUNpp7y43YMalsHXn9AHmOy05a4ZsVVgIgF0KuvvqoSQFarFdnZ2ejRoweqVaOS3OVFfqkXNTQnwptFj+EXzIYbTqzae8ZQAGkDGtnvV1rJPv3dVoyMwt289LF+xg/+/TtwfBNwfBPsGCJv7lH6Jj5zTgEsegvQ0p0n9RkW55hK0R1vBtJqyRewUot+0IVQVpYC+J3qZaLOAlPG6IUddngSn+kUqqt6cpaYEQaIqcQtLw97OK0FqG5mssGeJpAuPPZkwMVJMkioAHKqBVDP+4Am/YA6HfhjqMVxc0g9ujhVjaUQEpvVgqO54vt8/qcduOeSpqHH9ft/ldscUTjk9d9wtsiDp65sg9FSxeigkPU6GXHhLQEcynfDWp+04gcQxXnL2unYeUJ09WnjVySetusDvnOya+ChTibjWzLq62OoQnFii/q+Nt7qxDbldjQCyF3APwc1omhAm9qqrNhQWCwWpDjFy+i06ztCEITICxNumqvc3vGDSgCxR5KsPT9tVkIQUhxxi2KpkkT86fFcTkTFpZnlKLYKjWC1AKv2nsHs3/ejX8ta6NQgC61zxAuR1rUxqK0SL7XjuJQRkwADK7PyYk3tJ1BNsQBZvKqXHvX+Grx9u1KQzAY/4GZSlYe+rGooWSJwBBCzzQpBjtsAAGReAOQxZQOirAPEZkx5YUcyPIl18wChY7PYQM/fXgK6jACqGfSdCpKuyWSJKPNHi4+xANnsYibY7KHK44n8bOwugL3uWR1A97v1+7W+GtjyFd+i6Axm/HDGKX0uNotFLjZoCtYqxxFAUo+xRdtOYLTU7Hjl60DzgfBZmP0LjgPVG5t+WYfVgvQk5btNcthQNzMJR/PUQiDJwhGlRs1aedz0CTDTOFU8LNoO8/OY72zVm8Dg58wf69wBMRstp5P+MY0Aur1nQ2w6nItvNxzV7xuGqKoyM+KVuzgI0iOYFZbPFEWMqTQFYU4Abdq0yfQBO3ToEH4nIu5YgirhG/9FuMb2u7y9mqUAEMQT84HP1uN0oQcLtop1kvZPvQIWi0V1YbvnkiaqgncumwUDrWtR02J+Yr+kRTaW7zqlmmS5MJlbKcEWGGKQpQXuoADqYtmNUosT64SW8r5FjDuuuUUTPG1XWyncVr0AKmIsQBYI6mqqA58BvryTOV50LjA21sctnWaJtHIA6guG1a5eJZfmqvc9tjGsANJO5lHFNshPZmKAAKCGxoqwb6ne7RQP9iwGijQ9zLQXVgnJ2qf9rAAlSJZjAZJcxhG7CMMIIPn4ggAUi20scEBsRC2wlowIBZDdZkWa5tzs2CALR/PU1fLt4AhBThC4IdkGrm8jarUBTjJWHq31NVffE9A0UvkCyeXI4lULIKfdiiva56gE0O09Q58rMcF+pk61m5w9BT3+ADYcysX8rcr3xJYwqDQNi8sQUwKoU6dOsFgsYT9gi8UCv78MKroShrgF9QX7IftXWOFpD5vVgtOarsIlXj/OFHrwxz6l0mpdTVplN8t2vOZ8JaIxSBkR4y8PMwEy2UhSE1Rf8CcpZU896vgSj+JL9He/iL2CGGQ/bu5G+XkpTPNUjNuhuwrxBNCUq5oDC8TbVgTUF3qnxh1gj8HtE8RbHgLI5tIIII2AjcKFEFMVa9kFFrzQp9cW4x3eD7ridi+M/tih+PRG/TYjpSK5XE5uA4rOAOk5ilVNeowTAyRbgCINcGfn0xCWxj/3nwW0P2PWahGuyKQGh82CNI11b8o17fDzFrUAsvEEUAgLhQ5W1JmxpNbrIn72UkNVbaPYWNAey5UhCqziM9zPT1sb6R9d68dvLFpYoZdqHD/k9gXw+BcbZbdmv5bZAIxy1ggzmBJA+/cnuEgZETeKoZ5oLrQqGVLZ6S5VV+FCtw+PzNmg2j9N0+6gb+DPiMcgxSC4whXO8ygF52pbxAq7PojiyS2ox7HY9TgalX6qO4RDmqRrtgAy9JkpPs5PvE62MslYta49V5r6frj0ZBN4Bbs4SyVcADHmcK+mMKS2cu6OH4F210V0+JiqgRcEL66suZ+JdUgIuxbwhZ5Rh3cb81vZtxS4oCew9Wugz2NK/FQIC5DNYkGSwyoX6gwbD8IK1gh/ZzYv831G1JhLdM9K/cvs8AHf3o8ajS7B44O7wr/MAptFfD8OngBKqa7fZoTFAlx4N7DmHe65CW8psOIVoPlgoH5XJT4nPUSGmXzsCMWRReMqcqaJ1aaLz+gsQIA+LtAZSxHQcITIbmNLFLh9AVVMV0LHVEUwJYAaNkyg+Y+IK2cE4xVaZrJDJYCK3H7s06TIautK+Owp6vgJE8iN+hwhTtC8I8CBFfLd950vAlAsPx6YCz62S3VKOAXqAMDHc9s0UWpP5UIreDRL7TikWMjvJdFB0OxFIaej6OYywmR7gma10rAnOOkeOhdD8bkj68T/tYHHbKBswK8WcbHyp0FleiPrl/Y3JO2XkaMIOE4MkOICs8Blt8kCqMDtw5lCDxrXNIibYUVPhAIoNU/pmRepNc9utaBptjim/tb1wF8fA399jIzLN2GL0BgdLWLmlzYFHgCQdYF+Wyg63iQKIJ5IWzpFDAT/9QVg/H5OUcgQFseUCOtpsa416TUk6y7HApSkmbtiin8Lh0oAqX9fKheYZgHiohpAMRN1CPm2bdtw8OBBeDzqVe3VV19t8AwikUjnCdvniiXJYUWGxu8/b/1hTr8n9YlvtXBO/BATrs8fwMo9YgYFt1Px36vEC8pnN+snJTAWII4AGm5bilLBgW8DveVt8irVxv8p+7UTV7VGgNWKyd7b0dW6E7N9g/EA+3gkK1yT5CJ4ASw2l1kSNax4GPgs8GGIc9Fk0PHcMb0wf8tx/PvrzTieXxpdlgsA5AVFTo5GAN38GfB2H2VM8RRARaf12xr1AS64iL8/64qwWBV3l9Wh/L44v33JM2hj0uAB4Ib/rcLOEwWYPepC9GvJcW2oSiyY/0w3HDyLTp5cZgDqMfVqUiNkFpPNasGIXo2w91Qhbkw9DawSt9ewlaiyLlMtcRDscvYax5rEZsF9eDWQXjc4wKAACqU5IrWmbtd0KbAnKdWm8/XJA9omowltYhzSAqRQoqnoTRag2IlYAO3btw/XXnstNm/erIoLkiZFigEqX4oEdczKgYCY0eX2BnTp4/9dskdX9CtZk1Zp481CIS6ev2xTGtG6tOnlJ7crMR8GSAKIZwF6wSH2A/qxtCec8KEYLiVQ08AC5A8ImOa9EeMdwVTT4IQ8yz8Es/xD9E+o1ijk+KLhhBAUVflHQu8YK6yZ3xEmdsmkNap6qhNXdczBv7/eDEEQzfBRdaAuDAYip2uaEmcrwe3we7iFBqNGK1aumQF0utncc9maUDYHEwMUwgVmtaBVnXTZyiqlmX+x9rCBAGJ+sxzXGsvqQCv0sIqF8m59awm2sh+T5n2+cXNnfLTqAOb9dQSHz4nWjfv6NcVX6w5jaIecYL0iC6Ze1wHYflAWQFmWQm7vvZjgdLHncnyz0v9LEobN+gPr3ufvH2vWoN0J1AiWKTh3QPew9jfevl6ENY0igf1sNnwKtB4GpInxPawJKLdELfokC3tUCxICQBSVoB966CE0btwYJ0+eREpKCrZu3Yrly5ejW7duuqrNRNnj1mhaqZS9xx/gNuIc0FrdIsQXoi+OTIjV1+ki5TGdBUjb0Zl3aIs4fm0MEMuF1p3YlnQnnrZ/iBTJP2dQr8cXEPCW/xplQ1AAdQo2/eRmql0dbIsQhwBoAMgXgpkdvIat8YTNKgqXgbNvqenSzlKdEwBh+0oZInVY1wbRssI13qnw2ven7S+lhb0QWayKsLA6lN8XLwZIUFxgL17fUfe4oWBUVagOfRGb7BV7InqSasoJA8q41aIlO92FcYNaoltDJbvo5gsvwJ9PDMDTV7VVP5cJpnb5i8WyE/FEU8E6JNI+kmga9KxoybzjJ/2+kVqAXBoBY08CHEHLLMcdzIYCXNelnq7adlxhv78j69TlIRgKNQUayQIUOxF/gqtWrcLkyZNRs2ZNWK1WWK1W9O7dG1OnTsWDDz6YiDESJpDS4LWuo3qWM6iOfCzaflLXEwgAqqUoZvj0JLtupVMngxObEMIFVuJRHrNrT1ATK5XaWWJMjieEcXKCXQyGHmVfgDecQbFSeIK7b0An+sQxjLmkCdrVy8BHozltUjrfBlz3LjB6QdjxhuKpK9sAAPzSaRZuFRwr0sW511ggyUS2ztavTR3WZlVcO8WeKCwEAb8ShK1thGq1KhdJsxc1QQDO7DUR/Kv57nktOFS7M9+PIDAuMJsSsMyrA8QEQdfJTELNNHUmZopRrRa2oWdDfcsWltLgee0sPY3nHO9pBsD/XX23UUnjZvv7qWACwl3+crQAAcr3KbnNXOnAxQ8qlhrVvr7IerNoW3PYnIqoXTdbtzsbAxRTE2AzaOfT00orIQfz2trFhzbGkrLgIydiAeT3+5GeLqYK16xZE0ePiidZw4YNsXNnBD2giITg5hTIv8M+H9uP5SO3WD95z1krZrf8a0gr/DGhP7IYQYTD69D9iL4abKgLFXsSRlOXIqn4OL65/2IM62Zc14QbnHmW34BV15k+aF4f0j4HPzzQR7YEqbBYgA43iIHEMTC6d2NsfHoQujUJmrPNrIJjQbrIpJksxb+D0+vKAOkiro1DMIVk/QH4adSSyyOMG0hmzbvAf7sAP47jPy4IwKE1QMk59fZwbkH2Ir39OyU41sZYgHguMNkCJN7Xun65AijgBw4HMyxv+lQXw+bTNFNle8oNtK3XHIsvWtifvuFFnLEA1d/6NmpZcnW7/Mt7F04IWfimkVHT4RDwLEBHNwBzbtPvq7UASRjVbYrEYqg99+xJjDjzAUfUn2lUbt5oMVpQFp7EXbYfkQ5RKOsEEFmAYibiT7Bdu3bYuFHMLunRowemTZuGlStXYvLkyWjSJER/GKJM8Aj6yUKOQQlBkt2KVE1tEKwwqP8TQgCxQdW6AGQzeArRqUEW0lPTDHeJZJXq11oJtGnuCSYz2YHWdYOuiFg6WJtBuiAYxEMBADreotw2YyUKkhK8IJRo+7CZQbIyWO38wpKSADJ7QVsyRfzfKD5k6zzgvQH6ythGF1KJhkxw9JavlMw1KxMDpBFppV6/LPptQQunNoOoTiYnrom1WErd5xnYdhYdG2Rh/BXtjMdt4nels8ZKMBagrCPLuLt8578IPdzTsbHGFWFfR4csMpjzcNZgYPv3+n0lAapNWTcKjDdjMSw5B6yeqWTxSdhd6s9dilEL4lIVGAz/MjFhZB17ozOSlz2Nb3uKpUy0/RilLDCKAIqeiAXQk08+iUDwxzx58mTs378fffr0wU8//YQ33ngj7gMkIoMXPGzRuAIGcJr1OXn9sE4ZWPR4HZWDsNWCMzQ1hbgT1uDn+QcKkRbc1Bqi5YMGnQUo0jTeeGApIxeYN+hSkQKJx/wm9kZjYWvvrJ1l+tBSyf2oYoCkgGujYniS9cOsCyxcDZiNc/jbw7VxMPrN2ezMGNUC6OM/lOrEVlkAqc8l7gWUjf+Rus8zsCnP8+67CBnJIdLkDQSQKdeNtkCmBsHmQjGSAFjMdbjXwssC4zUkBRSLmFkLkNbCx+Oru4GfHwfOaWrZ2TWFQotOqQqzqhp+h3+V2DASsEG3cfUTv3MfTrhrrgpgWgB169YNM2bMQK9evXDddWIBtWbNmmHHjh04ffo0Tp48icsuuyxhAyVCYxQDBIgxM32tSk2YDvWzdPtkJnOsBpyVKYCQFyqvPwBAwJuON9Bu1SPixg2fAq+2E1PgtRgF68ahACGgxGd8esEzYgr0oAj6B8ULaQJPhADa/QswvadorZD6RUmF5HI6ANfOUO/Pxp1EwN5TYvzYG4t3h9mTg5/JpuIhW4BMCqBwqfI8V+PlL/BjSbQMfJbzenbGAuRTuXbZulpSoGzYFOq/PgHmjVHut9IHvUpiw2GzwGa1wGYPYb0y+F2x7S6qp3Isb0BYEWFh2jSURmP9iyQGSH5RkwIo9yB/O8ueX/jb7cnqMX03Fvj0Bu6uibcAcQQQkzDhSeUXhtSGVAqJl2qVDtMCqGPHjhg/fjxycnIwYsQIVcZX9erVKRWvnJE+/4HtlJLt+4Mp8KkWNz5wviBv1xY7BIBOF2TpDyr1H9IS8EIQBDzw2V8Y+8k61SR60Z6Xsd41Blfa/hDdCKV5wDf3iZV0N+orOaPpZcCwt/Tbo2xCqkWyAG2rPgC44wexBUNZY+XEQcSLT64HTm0H5t2jmPFDxQBp45pCWPN4/L43ilpGUpaNoYXFuM0EFzaFf/9y/ePaC0qP+4Ce95o7Nq/XldUBIXgRLiopQcdJCzF96R4A6pYJkvtXuzLXWSG//Sfwt1IElNeTTSomKmX62EMKIP7n5jfTu61Eb31SwfSmKnZH8fuNJAtMQtuqxFAAxdAbzJWmF2X7lnEXCGF7GsYKT/gzrkmLgeC3kPMrZkwLoPfeew/Hjx/H9OnTcfDgQfTv3x/NmjXD888/jyNHElzfhDBNv5a18L5vMH72X4jdAr9/jS7WB5yUdb/X2DTr9+JskQffbzyK5tvfBF5oBPz5DnDuALod+wzVLUyZ/nAXNYsF6HyrfnuEFqCAgWBi2xSUG5YoVsGR4vMwHddDZDvV1qRB8xp/xhtpgrcZWCEitQCxQdUfXCX27WLRfs5GbtZQY2HYfLwYLy4Sg+yXbT+K/FIfXlwguofZVGTpF3YiX+3i0cWhsaTV4W6WLECSwLKHsnoZnadmfvLh3EjM53GiwMB1FQqpsnrAZz7GS2sB0t6XOL2Lv90MzjT+58ZJie/dLEz5hFg5vFZ9P6WGSuTbDKq2y1Ma6aCoiSgGKCUlBXfccQeWLVuGXbt24aabbsLbb7+NRo0aYejQoZg3b16ixkmEJdi/x27BJN9I3Od9BDUytBdCcZ9Ul35C0Tb/C1m0z++RV7UP2YPf+U+PAStf5+wbZTXZCAXQwUHvcrf75CJ15ZgxIbvA4hwEvXuRcjs5y1ho9HlUuW1zAr0fUe6X5MZ3TDx8YQSQXGQwyl5pq/+n3BYEMZ5DdfwIvnuOm+7pH3YiN/gzZvtj5Zd6kZ2u/E4ly2qRJk5KZwFiYYLCAwEBS3ecxMmCUhzPE8WGdPyQLjAD68rM27shM9mB14Z3Mn4uJ/5Ihc2BKzuILpjRvc13nJdJrqb8/iULZb2uoZ+jiwHSfH+SqDq0Rv9cQeD29tJhc/CLbjILth8e6I2XbuiI/pyYybiyM1jnKDmYrJJSQxUnZfPz34+hW5MwTdRXhaZNm2LKlCk4cOAAPvvsM/zxxx+44Qa+D5UoO5w2ZfLQWj2kyZstbCehswCFWhlu+Qo+D+ek5AXVGgU8hiPCXj/nanHq+UBJJ3YY1UEpC6ycQNB4sOVL5bYjmdNLKUhTJjbP5gQuZdKZTVqA/n1FmMKKoZBEsKEFyDjFnEvjvur7rIVg/gTg1I7IxsfCEd4lfiu8wQrldvixxnUvDiTdgmsnf4R/zdsMAOjbIluOAdK6wNgYoFK3RuQxlsvvNh7FqNlrMPCV5XLftQbVxEWMnZekIGFQ1btX0xrYMHEgrulcz/i5HAG8JtBCuWNPxqvDO2Hxo31xZYe6xscxwmpVOpwXBQVQuHpMRhYfiWvfFv+XesixfHMf8Fxt4Oz+0PFuFitw8SP67YwIb1cvE9d3rV924R3NB4n/+9waCxC/eW/fFtmq+1QHKHJiWhYvW7YMd9xxB+644w74/X7cfffd8RoXESUOVUyC+oyQ+vxkpehXubqqomGqFh/99hn0sGwPPyDe5OzgZOM8uAFo0BO4+XPxfvPBQDXzK85Sv37SPHS2GO/8JmZ/8ERfmSFbgGLops6DDVK3OZnWDZqLODszWq1iRlPtdvpjhGBwW9FVk2pU1C8UkrDhpcAD/DpAPg/gLuR/ZtpiiqxoYa1BANCAL4wN4Yg0H2xwC+L25pYjyLaILrirrb/J+7C1frQtZ2avPCCnMH+3Zo/h6y3ZIQqEvBIvDp0VL3r1q4m1i2xGAeSA0meNQ9iLNycGKF9Ixb5A0DXX6go4bFY0zY6hfIQURyTFtbCW0LbX6fcP5e5rcqnST66AU/x042fi/3/OFJu8aml4sdgLrttosRv8JePVj5utRZUIOt4k/l+Sq7KcWzUWoPrVkrHmiQGokSb+7ikWKHoiFkCHDx/GlClT0KxZM1x22WU4cOAA3nrrLRw7dgwzZswIfwAioTgZS0dWsnoylwQQz3Sqmyjdhbp9WC489D7muDgZM1q4Aohjeq7eWKy83DLYn8tmB/65CnkP78f3/p5hX8bt118oH/jsL/k2z+1XZsgxQAmqsgsAB5SLsU5o1Gimf65UFNDLX11qkerIhHTnSJTmAdu+VVwRvnAWIE0M0PoPgSnZwNR6wCf/0O+v/U2F+lwvCP/bUY9FLzQCsKAY4sWmnkVJDCgWFOHlCFGUrsDtw9PfbgUA5Bdo0s6Zc4G1HJ0MxtvUyRS/JwensfAxqb7XXx+JmZaRUHwWeL2TUqGbwQcbbvE8gU9qPiwKhViRBLn0vbFWYV7QeSgLkMWiWJB8pSHMHhZujy8MnAzc+bMofgC94IkwKSBm2NeT+hC689SFXTXnaLLDpnK9EtFjWgDNnTsXl19+ORo3boz//e9/uPHGG7Fr1y78+uuvGDFiBJKT49M3iYgOKQ2eFTLVMtSrNqmAYM1UEycPZ2KMCp4ACleQTsKRjMys6ujWokHYXXk1SjYcypVvl68FKFFZYAYrP60FKCMHuOdX4EFFECoCyFxavHRxNtUV+6u7gLkjgAX/Fu/LsUnh6gAFL0bfPaA8tneJfn82CJp9Hg9nhJYLjkhzwC8LIKtFYLazbV+U7yLAuSgv3CYW4kvSFvHMUNxK7DGk37NUVNEr6KfqMwJTyPKb+3TVjEOy8XOmNo76d/SVvw+Oowa+sg6KqFimIXZG4BacAI4yv8MWg4G6XdT7h4zZsjDfkRBa/PKsX9oaUtqioWVtAWLFIJu9ue9X+abDrw2qJ19XvDAtgG677TYkJyfj66+/xqFDh/D888+jWTPOypIoVywWKz68szum39IFaanpqsecwUaH2rTOm7tzigOydShqttU/bhZfqf6iEqpSMYec6uE7MYcr0lauFqBEBUHbOZY0gG9pqdsJqM5Uando3BJhkFK8fQEhfIuT3QvF/9e+ByyerPyW4lUHSFu8L9TzwsWbGI2FwQcrSgS9eJMaDQNqFzLvAiVZiGYt18QnSTWboA7U92iywHj1J88K6ZoN/HYwXFgrrD0JGPoKYLHhae9ILAx0AwCUeuPksmUtQGzc2o0figJo9EL1/uFigFiXp9F3/8d0fsFMrXut0y3q+9EG4hedia6ZLxtraU8CLggWKi1SLI0OwY3ptygi0ejsI1kUOaYF0OHDh/H111/jyiuvhLU8M2qIsFzSIhtDO+Toeh9JFiBtZ+M7L26kP4g0EbS+GiV3/oqPfANQKBhccEPh9+gvQqHiGXgYVaRm2HokD1//dRh5JfxJKOG1PEKRqErQvFgJq8Nc1lOELjCHNfQF3pDfXlZaVhhl9kmusmObzB2zVGMBkoQl7/N1xi6A9gj1ZAsQiysCC5AkIHVtXJhzlHWByQIoKJza1tO7iuzpmuykaK22zhTgwtHAxDP4wD8YkkUoLV7nDGsBkqyCgBjnB4jzwR1MX7pwhS7Z78ggAFw8Dmf8gkbUVdfEGUbjAjuyDni5BTCPiYENNS72tV4LxuJZrOL7Tg/GXu1kPg9viTifB9EuQKgEX/SYVjK1aiU4FZCICe450GG46u6IC3Pw7DDRmnMlc0KlcOoCyQLI7kJakh1P+e7Ew977Ix+YrzR2AaR1eXB4e/k+PDJnIzpOWojcYv0qrmZaOfrMZRdYnIOgeRl2pt2LkgUodLC7hI25wJuKA2KRYjGMYoCkooDaAGYjpAt966vF/6WVN6+tAy/gPhTaMWY1BJgYIBYppq4uTuOykx/KKeW8z+dUgRtFbp/8HOX1+L9LSQBJ/Z54WWAXdWip3hBJSQP2Ai21CNFcSeN2XZUtQJrfK2uFYueIcDFAVrsyulAWG56QCidMonGBLX1eFOFbvxbv//4m8Hw94MCK0M9jyzVIcwMvoF2zSCEPWPwgU05lQTop2EmswYWqXUZeWAe392oU3I2JFdryPrBquvp4TE0Zm9UCu9UCl3byNoPPret0HakLTK4bEq4HVJA/9ukzW2qUqwBKkAssxvgqAOaDoK16AXSyoFTXoBEAUK+b5rWCFzcjARQpkuCR4nuk3ypXAEVotdSK86CoKOFYP6UYoM+cU3DZ0ZnAD2JadYlBv7SXF+7SnUMFPuU3zVqOVu0TizvqsjNZUjRNjkP19frrY2D2lUrdHzbL06ClhDabLWrsmiBoQF/mgs3sC2UBcqSIc5x0zFACiOeSCleWIxoXmPY5C58QhdT3D5l/XnowFiyTU7xWE6dHLS/iBwmgSoZuyspurdxmUitPBbNMnPAiZdEE0TTNppXK/ZvEi5bdZkESopgcSs7p01XDmbi19H8auORx4J9/cB9+ynuH6n5eiUfOopHIyYjCfRcvrBHWuTELVwCZPKWNgqD9Xm5mDSuA2j29ABsP5aL7c4tx0dTF+mNrL5ySUDFygV36hPh/oz7miplIv2PJciGt2nkXt0jdjlqRFsxK5LvAxNdtaA3WtwkGbBvFo81auV+Ow5MoDiiClbey19XnYknKUt8PJWa/vV/MFFz+onifLX/Q/kbuU+IW6SB972zFY21j2jSmRQ0vMH/oy0D1psCgYOap9D35QsxJ0udhZ0IBeBmRLGYarGo5ZVCROlwAPvt9SYKQ16tQU0XbqJoG1QGKHBJAlR12BcxcMA+cFicZlUme7f2lSV122KzYJuh7Fkm87dM3dAQgFiTTVoOO1AWWnAVc9iSQrTH5j16EOXX/hY/9A1SbfQEBucXK+/p+bG9d3FOZwlsBxwPeBT9cAKkELwi6NA94uRXwxUjd7jbN5zds+koAQH6pTx8UbWSpM/repfRfq43v7jy9Wyyy6feJs79kSZMuolLcBm/1HqnoZAVQ9SbAkP8AAEqgt17daP8Vj9rn8p8bZGAbde85bQxQqcAIII4C0lVoZ0lVF8IzldEnVWNe+ZqyzZXO3dUeLwUkLYDYXoBa15+LEQu8IqgX3gU8uF75rZgJnJfcuz3vAx7aJGZC8iwsbC/CSALJJQqP87cbfK668QHKuZFpULSSOU91MUDhxkcYEvEvvEmTJjhzRt8QMTc3F02aNOE8gygLLEZm0WTGTM5MFq1823Eg6RbMcTK1fNhVoewCE09Mp82K7UJD3Ox5Qm6yyrIlYFC0sJjTPNOsmyYctVpjQ82hEDQ/Y0GA7JqpXy0Z7euHzyJLKFK2VrRVsY2QBFUK06vIrHWN5wLb9q0ogrd9q9s9VEE9besH3ZQsXZiN0uCtTBo8Lwj1zW6ie2njp+oLnnTRlD5XyRqQxQj1up0Mx82FraE0eCoOFIn3tb8xiQfs3yh3gufKpS1FYdKrSQ1dtV5tDFCeh+8Ck/cPJYDqadLHzQggnmAwEKxPXdkm/PHMwJsDeNbAMb8Bt80DsjhZqUbPD9VqZ0/QOmlziA1njX4LnW8FLg66qySBaJZQxU1DLfTO/Q1s/4HZN4x7mDlPVTr50J9I90bRoJgAEIUAOnDgAPx+vVnZ7XZTU9QKgO5CNfRl5TZjgZgdEN0Oba1MR2WeAApONFIa76pAW5yFvjZIIQzqQElWpZotgGtnAsM/UYuySGnYW/zfYgVcaTrLBCAGkBYFBVAaL8C7rJGscPG2AEkXPDZ+ImILEHPRDPXcklzUTONP0rrMO+1vUOraHa4S9N8rQ1/Qjm5QX8ClInrSe2B7oT2yFbhrsd5qGA72QpSUgR3HzVXKBiAHsr7VaDm2VHsM/7u6jtwfTMKlsQCtOKAc388TQEYxQMG0dRVm4rl4v0GOAEp32dGsVgzVn8PBWwTldACa9Tf3fElcsC4wrbuz4Jh631BIiwgm/dwUngh+HyyvdwBWvKLcDzfG4jPoYtkFCwJKDNDB1cB7A/HkLk6xUMIUpq8O3333nXx7wYIFyMxUJl2/34/FixejUaNGcR0cEQeqNwaa9AP2LQsf4Me6CzSNNdk0304WTTl/ACWcGAkAyorKmQZ0DGal5XQACk8AvaLIKrv6DTHWousd4rg4Znq3L4Ait9T3rBzr/0gkwgK09n3gxBbxNlusLhYLEHtREgRFyKx+G/h5PD7qNhlDVuhjKApLNVYbo2DvLAMXKjv5h0qFt7v4AkgK6GV/s5n1+e6OcDACaEeeHf/7ba98f6B7Gn5xjec9S6TwBCAISP41aFVd9QKSm00EAGSgCBmWIrgs6nNw0wkvitw+pLrscuYXi8vBEUD9nxbT1gs0rpcw7WsAAGd267dxBFDCU6tjDYi3cYKgjdydZpIuJLcbz1oVCm3mXbRxfuEE0IfDMM91Ev/y3oXFQrBafrD6uxXi74aCoyPHtAC65pprAIgWhpEj1TECDocDjRo1wssvv8x5JlEWGLrAAOUCHC5Nlr1wSbVZghYgdiX6vv9y3GX/WfVUt2BwAucfFf9nrRRZFwD3LA09FiNqNBX/gmgbTwJqC1BqRbAAJSIG6IeHlduuaAQQxwLEPtfnVixXP4sX/dZrJwLQt1x4bdEu3H9pM7SrF/yOjS4CmQYVvdnyAMueNx7zH28BPf8ZHKtded9SWny4nmNmsDmALiOA0jxc/ulJsO683YIJQXXoT+W2Ox+Na6YiB2ewKukB7u5nhAz8faYYbepmcAUQ1wIkCdVoLEDuAmD/b+ptXAEUTwXEmZsiTYTQItcWYs4poxR2MxYgKV4n0lpK2mbCv7+h3I4kKjmtjn6bI0UUZnmH5EayN9qWYZFwufI4EROmrw6BoK+zcePGWLNmDWrWrBnmGUT5wJm4JBHy8+NAj3uMn8oKIKlJYnCVzfY62hDQWwGOCAa/B8kFls45weMAb552+/wo9lQgF5hsATKXch4xUbnAwqTBe4tNp5D/vOU4ft5yHJnJDvz2f5ciwyjzStvEVIK1jB3bKP7vTOe7F7Z8Jf5vcykXAKnrd7iu82a5+r/i/+t/DL0fD1ZQ+krROicDF2WeAgy072lkyi7EEwX6nbgxQJIA0ooIoxgg9vvwe4BfnlI/Xi6V9GJ8TV4WmJHwNso+ZJEEUJgeiDq0i8p9yyJ7vkTvh/XbbE5dMduzQroSA8Q8lg3NOAhTRBwDtH//fhI/FRrOxGImqBBQCyCpXkgwXod1gXk5uvkkOE0NWdg+NwnG7QugUHaBVQABJKXDluYnJlc1KhcYJwvs6zHK7RNbgJVvhE4z1pBX4sVV/11hvBI36ivFew2jCs75wThDV5o+lV/jti0X2PTuoBW1T1Pjc+OoUAO+QACCIGAj07tOPlw8BBBrefT79AU5mw/UPaXCVxeOxAVm1DKGRbYARRjTo7UAsUHU+0xauYdNV8eqtQhaeHr+Uzf2IiQrWWCMBehN5xsgIieqq8PixYuxePFinDx5UrYMScyaNSsuAyPiyMUPATt+ULtKeEgCqPAkcDhoyk/OAqCubeLR/Gx+8WuyUXiEe+0o4emJIrdPDj5NK88eYBKS+PO7xVTz4GcaN9h6MJEGQUtxRIBaAH9wlfg/06zTDGfPnAaKdvAfNEoL5nUELzyh3wYoF7m02vpieHLtqgjLLDAIgoD3VuxHh/pZ3Mdv9UzAJ86pIQ7AzIdBi5/Two+J2m5vBTec8PkFePz8bCKXjdfuJLjNrAtM6yZix3jbPDFGUIMt0Qoo1uNL3zErgIyEtxkBJC9S8tTxb+HQ1g06pfntF57UL/60mY5a99f1s8SaSQ0v1jUDtiKAgYGVQGEnlWWrh3UH1lIIUMREbAGaNGkSBg0ahMWLF+P06dM4d+6c6o+ogEgXHpsDOLRGdInZOVlbPz4KfHmnUiwNkFe0Daop+2stQAUw4YuOtCu3SXjF4/adKkJR0AXGbfNR1jiSFQHIlr+PF2yTU7MWILY6t+Qi5cF27jbB8453jR/MMKhx0mwAf3s6R3xJLtWUGno3SLiu8yaYv+U4pvy4HTe+vUq1vXvj6nhyaGtMengsbnBPND4Aa4UIWl4cAkcAVWuEJ6uJ55nXHzAsnqiyAEmW3OaDxP+137VRELTKAuRR79eot2rXl27oiIwkO/53W1f+seJGjAKIF1cXiwssq4EYLF2ax29HYUS4uEpeYUWtK1w7Pmcq0KSveI5qXGBX2f7ANLwGzLocEOLcW7AKEvHVYcaMGZg9ezZuv/32RIyHiBELr+CfdKEoPgO8Z3CxAUQTuhRjIREUSslMNpVXUP9stgaMCyTKaCu/xgle7ZQzRW54/epmkuVOUpZY5C9Uu4JoYcWlWQtQNaZuU8k5Y0tPhCv1K6yr+Q/8+5ixOOMV3Gt8CXDBRcCv/1Fvl+J97C59MTy5eGf0FiCjtPeMJDvu6iMKTa0FVAVrkQhaZOw8AVSjGayF4nF8AYEbAA1oBND9a8Qg5rRgbSHtd+3OF2NYXJrFhjb7kC32p0lHv75rfVzXuV58C4cmwu3LK4RolH1oygKUKrYWKTwRPEcNAvZZzh1QSjwYwUt88Gq+j1DjM4qdPLtXn/ZPpaAjJuKrg8fjwUUXXZSIsRCJwswKyIjgCsQCNgZImXgX+LsFO0iHIUECiEexxw+fX5wMHLYKEswgxb8kQgCxWU8nNpt7DttHSggYV8CNYFJtajkCm8Vg/0i7sjfqY9DMMnjxsNr1xfA07VuiwWvgispOVy5SL9/ay/gAUvE9QLa02LUd4AFg0HNy8POvO0/JFiCn3Yo7L1bEqarOlSNJET+A/vMRAuKFUUuoOC5OBliZVE2P2QXGEUCGafAm1/mR9OzLOwy83lGsUB4KXukLXaZZiHOsdjvjxzTjzC40cD0ThkQsgO666y58+qk+FZYoX0ylwUeDFCvCzFcpFmVVM9b7IHy8FbG2nH0ZpmwWun1yTIWjoliA5CyT8J3tIyZal4/kkvJ7jVP0DTrY92qi/n5TUYLFrsfVO0VS8btGc/V9Rwq/QrEU6Gu1KRdBISDGVcQhCFpX1DFIfcYF3KyevhK6zB9MU+Ggu67lMXVlbU+TgUCtVth1QrwQzll7SOn+brPya//w4H0+vIt3qPpTFT7a2QBJ/M6foFhCjGKATDb8lQWlmf5xZl3DvMD0RU+r74eqHRRq8ar5ri/Z/R+DHQkjInaBlZaWYubMmVi0aBE6dOgAh0Ntbn7llVcMnkmUG7FkxQRToa/qUBc/bhIrqxYLyknJxgOdvuJd1Fz7qhhX0GIw8PF1ynFiqc0SAtY1N2FIK0z9eQcKSn3wBi1A9gojgCQLUAIEULRWJXnF6ze+SB7kN6B9ZGALrGLiZKpZ9OnDbsGmq3xsSP1u6iJ9zhR+4U7pYmaxqX/Xfk9cgqA/Wc3vjJ7KFtQ0a80MiL3LauVuUG22cM6F04WiAC1w+3B3nyZYuec0ru1sEDMlH4gjXngX72g6nCeaCIPrdcjfsQBMrg48kwds/Ubc5ExTW1maXmbumJFYgMxWs9e6uwB1qxlXJtCgh/HzQ313HrW4ctvD9B4jdEQsgDZt2oROnToBALZs2aJ6LL7Fs4i4EYsFKBgDNLhtbXx5by9cP2MV1gvN8X3N0djpy0FXVzWs+1sM9Au0ugrofoP4vFM71cdJUGpyepLyE761Z0NM/Vk0Ay/YIlbJdVY0F1i8LEDpOWKp/4se1DfFNIs84XuNW1AcXc/dnOywYWSvhvhg1d9Ic9nR36ffzx2wwWX249dai+xJfBeYbAGyawSQW3kPsbh8DUhyRCGAAK4FwMoZ37T5ivuieqoT343trdvHFJFagMoEjnWa1/U8ErTWL3eh0lpC62IyWc8qIgEU7lqXlCWmyIer/TWBL7hlQgkgqdVHkAM1LoGJaEyCIeLl8dKlSw3/lixZEv4AHKZPn45GjRohKSkJPXr0wJ9//mm4b79+/WCxWHR/Q4cq3cjvuOMO3eOXX355VGM7XwjtAnMC1ZvyH+twk/HzcjrKlhuLxYJujarjzyf647fxl+Gqsa/gsYcfx6bDufLu6UnMylvr8kqQAOreSFmJsX2XJBdYxbEABVdnC5+MLlhx9dvA9u9FV89XdyuTX9PLzPdP0iKtogM+c20UGJKdNvxrSGv89GAfPDKwBSY5PtDtU8rpoG7IBT3V960OfkC3ZAGy2oPjD16IfO6E1gFSuaUiWVBwWitYHfrx7T9topGpGSqkANLQ8RZ1LFM8iEd2ZSQCSOu20pb5kBY6C55Utvk8kZ/7ocaiEUBE5ER9ddizZw8WLFiAkhJxQhKijECfM2cOxo0bh6effhrr169Hx44dMXjwYJw8ye/KO2/ePBw7dkz+27JlC2w2G2644QbVfpdffrlqv88++yyq8VUa0jhxC3U7A9e9DVx4F/85TfUX1lrpSWhQXRE3kqsJULujdKvkeHWA19CtUXW8O6IbfnnkEm5jVF6rjHLh5HbldqQNF4+sE9tRzLkN2PYNsHmu8pjVLq5Gx+8HWg4Vm82aReqR5PeaFkCWYN+hVJcNyU4b2tTNMExoLhEiECIdb1Hft9kNgqCDVh6rVXzfkhg5uy8uLjAjkuzMWCwW4ObPgWtmAHctAWq1BRwGViHOhdnCEWgXNxNjqq5oH2PFdK4AKmcXmNZaE5eK6Jpfnbb+TjTIMUAmBJA23kgrgKTYufxgSn3BceCl5sDX90Y2pi4jjSuoa8pXUA5Y5EQsgM6cOYP+/fujRYsWuOKKK3DsmKhCR48ejUcffTTiAbzyyiu4++67MWrUKLRp0wYzZsxASkqKYUHF6tWro06dOvLfL7/8gpSUFJ0Acrlcqv2qVQtTqbiSYOiGdHDq/ki+Z6NmgecOhH29u/uIGSts5or4emVjAQKAAW1qo3ltvv+bW0m3POh8m3I7UjcYK5608T7SxT6lOnDzp0DrK80flw36NCmAHAhW2HYogrZLQ/65ZcYCtGTHCTz2xUYUa9PArXZ+kK8sgIKvL1nW1s4qOwsQALQcAnS6GajfFfjn7/xWBgC/oCNnfFLvuj7NY7SM8GKAfnuJv2/ba2N7LbNcO0MdM5OIdO3PGEt29Sbmq9+zsDFxoSg8CexaqN7GVjlvfZX+Ob//V3SJbfpcGVu3O8OPKa0W8NgeYNhb+sc0FqCQXgCCS8RXh0ceeQQOhwMHDx5ESopykRs+fDjmz58f0bE8Hg/WrVuHAQOU2jRWqxUDBgzAqlWrQjxT4b333sNNN92E1FT1CmzZsmWoVasWWrZsifvuuw9nzhh3+XW73cjPz1f9VTp4AkhaPdsMrDMmUpcnDGmND+7sjnGDWmiOrYlzKKf2BLxu8eUC62qMNGi5kG8NBWCu07URsgvMa9xGQYMjGNTMWvs6Ncji7huyXk6QO2evxZfrDuPtXzVp+EYCSBurJKXzO9OAdbODg4x/xqHLzrFGsfCqWQN8a18wa+++fopbetF28TuO2WLJyyg6so6/rzbzLlHU7QyM3yfWdQKUQo6Jwp4EXPu2+PvpNtr888y6wN4dAPz5tnobawHSWgMFQS2Epbmw/Y3mxmV38lsJndlj7vmEIRFfHRYuXIgXXngB9eurOyM3b94cf/8dpiiUhtOnT8Pv96N2bbV7pnbt2jh+/HjY5//555/YsmUL7rpL7cK5/PLL8eGHH2Lx4sV44YUX8Ouvv2LIkCHw+/nKfurUqcjMzJT/GjQwUQSrghF22uRdFKRtRu6pAD8FmsVqtaBvi2x901GtJSoBbgkzVJg6QDY7kN1avC1ZgDxFwNyRwOYvQz+XdaNo09Jj6arNTvgmu2Df1KUOxlzSRGdZ89TqqNs3XzAfLHw8TxOnktUw9HuTPrOON4v/l+YqFy6e2I+RpHCp6Z0NCsMu5XS3D1qqbumut1LEXLbh5/Hm902QW5qLxQLc/jVwx49Ah+HxOZ4RdhfQ8CLg8b3AFS8a76fFrADiFT9k27zkHVI/5i1Wi3nZUhnBnJhK/TcTQcRnW1FRkcryI3H27Fm4XPHPvgjFe++9h/bt26N79+6q7TfddBOuvvpqtG/fHtdccw1++OEHrFmzBsuWLeMeZ8KECcjLy5P/Dh06xN3vfMBiZPHgZULUaS/+b2RFMOMLN0sZCaBnh7VV3XdUFBcYoFjUpEDeVdPFmJ6vwqxS2XL62u8kls9VJYDMWYCeKpqKCVe01m23p6otIE1LP+I2zTUcivZrqt2GbwGSkASbJOJZS0uUFoYAr69KkLAWIKNMo0LOQi5YH8jOEee8OLaI0F58tdRizo9YxHM0OJLEEhlGFudICJWJJ9XFSqke2XuMJAhaCxunc3K7ujp7yTl1QL/UCywiAcQWwDR4HlWCjpiIrw59+vTBhx9+KN+3WCwIBAKYNm0aLr300oiOVbNmTdhsNpw4ofaTnzhxAnXqhA4GLCoqwueff47Ro8ObOJs0aYKaNWtizx6+ydDlciEjI0P1V+lgLUCDnweGTBPjGADDYnfxFUBl4wIb2kFdX4TNDCt32Oq1giAGRpqBjUnQujhicYFJE/6ZfcpYwn1Pf6/gH0qTaeSHDfsF8wG93Ni1UG09pLFL1p4DvymPVW+s398EvhACKKwFKBKC8Va8hqMRWyyve0fM1mRhg561vxfWOlZObum44DIIDAb0RVjNIgluo6KgoWDDBZypYpNZiZJzBhagCD5/VgAZNRUmIibis3ratGmYOXMmhgwZAo/Hg/Hjx6Ndu3ZYvnw5XnjhhYiO5XQ60bVrVyxerJSPDwQCWLx4MXr1ClFuHsAXX3wBt9uN2267LeR+AHD48GGcOXMGOTk5EY3vfCJsABw78TXuC/QYo5iR2Y7gLPEUQAlwS/ConqqeVCqkANr+A/B8XWDteyafyHy32rogsazipWaKZ/Yo8QTpUZ4jnMyeV3w3YK6vL45eHT4Dk2v4CPXepIuA1h1hlI1lAn8sFiAtRpmVgJyWzrP22CKNWetwIzBmuXrb1HrAb8GaOGwV5OTq6gu1tmfY+UTTEIvtIZFdh2T2/yr+v+TZyJ/LCk1HMnBBD6BmS/F+yTm1y05u5xLB4oWNqSxL12UlJ2IB1K5dO+zatQu9e/fGsGHDUFRUhOuuuw5//fUXmjY1qDUTgnHjxuGdd97BBx98gO3bt+O+++5DUVERRo0aBQAYMWIEJkyYoHvee++9h2uuuQY1aqjVfmFhIR5//HH88ccfOHDgABYvXoxhw4ahWbNmGDzYRM+qygprAdKaXllzMputYbaCqhnKadWSVBEF0Oa5poOOAaiFqDZbKxYXWINg7R1fqTIpsytVoxYbRZyEAqbi7Qe+gQCAAqRgvG8Miur14R7mU6bqspVrAWLGos1YkuLT6mm6lsdQcdwXIubNdHsKiVCVgoOfFS9APy5lG/weYPEk8fbqGcr21Gz1POA8jy0J9buJ8UQ8smKM4cw/EvlzWGultIiQAvSLz6rFvOS+jfbcNahDFW0pmqpMRFLS6/Xi8ssvx4wZM/DEE0/EZQDDhw/HqVOnMHHiRBw/fhydOnXC/Pnz5cDogwcPwqqZKHbu3IkVK1Zg4cKFuuPZbDZs2rQJH3zwAXJzc1G3bl0MGjQIzz77bJnHKJUPBhMoe9JoVxDsyZtaE7jvd+DwGqDVUMSFUKXeE8B7I7th9AdrAVQwC1C0BenY1aU2WDkWF1h1sbs53PnKa/T8J/Dz40Drq4H9y/kVoj8bDty1SL0taAEa7XkUiwNd1MM3mJj//bXSuFUlgCThxb7vNI07TarD0lyzqDFy55ogZgvQoOeAhU8AV78ZOqg8eIHmGXt4cUExsZSpuHzt/4Df31Tun88WIECMJ9LSuG/0x6vb2XyPLy2sBfTKV8X/pczAvUuA45v0z4m2YnmC2gpVRSISQA6HA5s2cb7IGBk7dizGjh3LfYwXuNyyZUtDtZucnIwFCxbEc3iVA5XvX3PRZC8ap3cBGTlAm6tjf82cTsCxDUDHENWmE0DTbGVij3jlnkhO7w6/Dw/W7eUuUD8WiwVIql1yYKUidGq3Af7vbzGtdyqT6Vmvq5JOfXiN+jgntwO5ojXnqFATWhEeSlhI7DlZCDS8GPh7JdB1pLiRLTanDXodHMyuslrFjDHJFRZtXzSEjgFymQmmv2gs0PlW8cK3Ru/efNI7Cg81P43swVMB8C1AMQdBs/z9u/p+va7quBPneS6AeMRi/RnyIvDeACAzihpCzQYAW74SC87WCHpCJAG0Xl8lHYC+eKJZYmltRKiI+Opw22234b33zMYuEGVHuBggxvSttRoITJBt11HxG9LI70UzdZc74ndME7Cdu7NSyif9novZnkRaWAGkbaYaSwyQNAGzVh6rA0jOEoUFK0BuDZGq/9fHyvA4xQ+NPEtsg9EVe05jX/+ZEK5/H4vqj8XBM8Xq3yz72dVpD3RjfqdxuiAYCbWczCRzAghQLnocl97H/oE4dNl/gXTRus0TO1GnwQ+Zpt/2yQ36bZs+V26f7xYgHl1GRv9ctjVMJKRmi6n9N3wA3LNM2W5UGwoQre7RxkVqgqc3Z4rxUBWk4Md5RcTRVD6fD7NmzcKiRYvQtWtXXQFC6gZfvliMVpCsuVVrNWBP+MGcuiXRkpTBN1MnGLvNijVPDEBAECIPXk0kkbhnzh0QGyomZ6ldQUWaooixuMCSOCtQ9rfBCq8UTkxLwC8KMOY5PAlhFFujdY3NXHMWA9tcjLs+Ft2XB54dBqx8Q7RIsm7bLE3LxwhF4KTvt2LtgXP44t5eqhgxngXIbrXg18cvjaLRM39/tqUGL94nagtQ93v0NYDCxZlFa4GoSHQYDmyaI95u2h9o0D30/qFgC4Oape+/xIQSqw1oe436sVACKCkjfENVLdWbiC1fOt6sNCm2WBEIxspRBFDkRLzc2LJlC7p06YL09HTs2rULf/31l/y3YcOGBAyRiAvsqkEbA8ReiExUfz4fyE53oXZGBTMV86r08ji8Fni9I/BpsGAcK0S07qdYXGC8CyB7vJxO4v+8GK4Nn4ousj2LVen8fwv6nnNPfsPPMvT51VP252sOYd5fTACqIxm4b6VofWJ/s6E6ZF8QOnsUAN5feQCbj+Rh/hZ1GQKvth0HgBSnLbp2KgYXN7aCtpVnAYq2cjnv9XiCm22pUBlcYOz74bWgiIRo6gA1vZS/OABCC6BokkLuXgqM/kUdnsB8xxYKgo6YiCxAfr8fkyZNQvv27atMb63zhbBrCfYCEioLjEgc/Z8GvgnTDDHgB94NNqE99IcoTkNd8GNJieU1WWSF8o0fAOs/BHpwxvzNfeL/H18nb/qr/m0Q9ugv4FuP6lvLCILAtbhsP6bZV7qws4H6u/XJDzI3fWr8mIYSr7oyfJFHf+GLR0yO94I+GL5b/E7Diam4xgDxaMgIxMrgArPZgUd3iguDljEmbZjtBcYSqmxEqHk1VB0jI5KzRAtX8VnNA+T8ipaIlhs2mw2DBg1Cbm5ugoZDxIrF6GRgRY/WbdL/aXG1P2x6wsZFQGye2TpMcLk2W4TN0GJxpABXvBRbDBBPALGCqlojoP9Efh8iDn6r+awWo4DjYrfBxSek0GN+80adszl4/WoLSUFpPAWQ8rySW77GekHslRfucOlJCa7xktVIDIZu1CchPdPKhfQ6ovUn1r5/rAUo7zCw4AngzN7Qz8moa/xYqCyvWMqCUCHEuBFVHaB9+/aF35EoJwxm2FAWoMx6wJhf1R3LicSQ3ZK/XYqT0Yqd4jN8C1DP+4Dud8c2FqsNqNdNvS0Gl5obxs/NL1W/Lzbg+ObuSuaOYSYWc3E7UUPrkmOeE4Eg9GpccHtP6VPXtYU1TcO4pNJddvRuVhPdG1VH7fTQbtmEuW0l16DVCty1WExQiDiuqZIjzZF+r5jFt+pN4M1u+v0k683g50OfL6GC8w/+bvxYOAxfM/oSEFWViAXQlClT8Nhjj+GHH37AsWPHKn8X9coCe9LQxFd+GBUX3Bks6qYNXC3N5wugeLktMzQm/BjaI3hCCKAOzyzEx38oVZtZ60udDCUb5nShQRsCxlrx5LGLox4ji9YCpI0JAoDXb+oc5dGVc8xiseCj0d0xZ0xPXdxPqzrq1XxU8UZmuOMnZmgWmgN4sBag3b+It3lxVFLWbMsrQh8vlAVIW9cqWlyZEMgFFjURn21XXHEFNm7ciKuvvhr169dHtWrVUK1aNWRlZVFcUDkSthVGdquyGQgRmsx6/O15h8X/tWnuRi4wbQHAaNEKslCT9nXviP9re08FcQuhrUdsMDQbAG2qzxbj2vLChh83HWMeNH8BYBueaoOes9P17711TpSZUjWaqe5aLBZuJtlHo3ugY/0o4kEiJVb3UFVAXiQK4nknkX9MvZ8UJB3O2mgPkeZ+1WuRjs4AgbRsDETscF66dGkixkHECcN03dSawNh1FPBc3rS/Adj/G7BRE6wrXeC1jRjPHQAKNBMwANRpF5/xaM3poYIzpVggg2y22tXVYiHNZUehm59RU8wEIBvVvgkEBMViwgggH+z4acsxDO0Qed+yHzcrn6VX426LaxJNw15iReiazUPulp3uQv1qKdh4OPoCjjJthgHbvo39OFUVVtCwPea+uQ8Y8Y1yXwqSDpeAEGoxoS3lEC0xVD4nohBAffvGUGqcKF9qNgu/D5FYbA6xJYEQUBelk+MPNO6u7x7QHyPDwIoUDdpVbChLgWQtcvPbPHRqXAcPpjXHG4vFitevDu+Euz9cy933/75Ugr2NAo09/gCSpPExAsgPq6qIYiR8vkbpP6Z1gXmC97PTXThV4EbPJiH6eZmhy+2mdgvVgywirn5TzIT6+p74HK+qYSRojm1QbguCYgGyhLMAhYgBStOXi4iImi3Eqv0tLodwJF8eGhEZEQug5cuXh3z8kksuiXowRPSEdYERFQttrRGpazev95aWUH2mIiWVyfBq2j/0vlIPoryD3IctjiTc2uMCWQDxXEr5pV5kJDmwYs9p5bAG/a+8/gCSHDYEAgIKfXZI9iWvEGVtHqh7jmldYJ7g/Xv6NEHdrGQMaGMu+y1WzLQKMUVSBtBxOPDtPyOvZkwYFxVlBWrABznoPlxPrvQQcT5GtYPMMuJbYOs3YuuVt++K7VhVmIgFUL9+/XTbWLeL3x9BDQUi7pA7+DxB2xjVWwIcXA0c5xcNVBFPrcvGJN36Reh9wwVI21yq6sY1OBlUu08UoGtD9eR/dce6eOJr/fuWBMnDczbgz42b8UdwQe2HzThdPgzsXOXRWIAki1BWiiMq91q0hOpBFhU2l1oA3TA7vsevrBhlV7nzgDm3ATd+pHZRGyU0SIRshRHjTJ1RF+j1T/FQ0iFpERwxES+jzp07p/o7efIk5s+fjwsvvJDbnZ0oYygi7vygUNPSIvcgMPsKYK2ZPntxnOiSspTb4YI6w034dpfKMsNLIXd79e6e9CQHdjx7ua5vmyRQvtt4VNVjTIDFMLYoHKy3rcSjFlGSAEpYJpYBLWrHua6L1opICRDmsFiMRf7270WXEyuAwnVzt1iAOxeI5UVqtY3fODVQFlj0RGwByszUB0kOHDgQTqcT48aNw7p16+IyMIKo1Fz8oLiqlPjrI/Nui3g6+5OzzO8bzuRvT0J6kgOvDe8Eu82CVJd+enFz2k0AQJLDhpX/dxnaPr1A3uZh9mUFkBUBnCkKUR07BAfPKmUGtJWgvT7xc3VG25A0Sh7q3xyCIOCK9nGyOllsAJjfUrwCbqsClhDf/ZIpwJAXxNtWu7maUxf0FP8A4JnEZvuR/Sdy4lZ2tHbt2ti5c2e8DkdECK0BzjNaXwU8+JfY7HPd++q027KkcV+xSF6NpuH3DWsBEn1U13Q2DtJ2+4xdVymawGZWALFFFh3wY/9ZTb0kk+w7VSTfZi1AgiDgzwNii4GoO7JHSarLjieGtonfAZ2pQEnQUpFSo9L09ysTQgmgpEwlVi/cuRCKWBoYc7EE/yUJFCkRC6BNm9Sl+gVBwLFjx/Cf//wHnTp1ite4iCgRSAmdP1RvEjpTxJA4TnQ2B3DnfHP7hrMWaYsqclhz4Bwub8ffT1vCgY3RERhvvc3ix8kCN0o8flVz0UgpZgTQ4u2KS9JRxi6wuMO6ZiJoDUIgtAD66yPxDwC8Rcb7hX0NmqQrChGf6Z06dULnzp3RqVMn+fYVV1wBj8eDd999NxFjJIjKi83EGqT5YODhzcr9UA0YE4kjObRgC9UXKch7K/YDANrVE3O6Jl2tjo14bFAL+bZH4y47FMgGAGwKNAEAHMkNrsajvKCwtYjeWrZHvu0wyEo7b2DjWGJpllslKYPvPlRz45ggC1CkRHx27N+/X3XfarUiOzsbSUkJ6mFDmMJqoR//eYnRBeq+VcD/gv2bGvcBsi5QHqtRjvWcarUBjq7Xb+/zWESHkYw7jWuqC3OOvaw55q0/gn2ni3QC6FLPy3DBiyKIFXblQGiTMVHawOmNh3LR6F8/4tv7L8b6g7ny9rKOAYo7qkDe81zMlTWhLEAVFNnqT5eAiIlYADVsSAF1FRnDbvBExcQoHqBaI6DTrcCOH4EOw9WPhQtGTiRGWTKC+bT0Yo9PjgVKcuhdWFIWVr6mO7sPdviYKas4gkywQ2eL8d8lu7mPDZu+kvv65y2q7CS6KkaEWWtiA21DXhP84z3gm38C/4ivp4Rm/OgxfaYvWbIEbdq04TY8zcvLQ9u2bfHbb7/FdXBEFJB/+fzCyAJkcwDDpgOP71FaUEhEFTcUJ9haKY36KLcD5gXQkNd/Q2kw/sbFERtt64pxK5uP5EHgWHekdHk5hqdh0FIW4lLQZ9pSzF172NT4yjoIOu6w35G31Hg/Qo/Z+bNxFB0R2l8P/PsI0ObqyJ9rAgqCjhzTZ/prr72Gu+++GxkZ+uaAmZmZGDNmDF555ZW4Do4gKj1GMUBWe7AuCcdCVDtOfcCigR2Pg2n2GEFPor/PFONkgZil5OI0Qq1fTTzumUK3rkpymssu1805WeDGr7tO4fG865Db81/A2DWmxxCK818AMRageFYNrwqYdYFF21PRqNhiDFAdoOgxfaZv3LgRl19+ueHjgwYNohpAFQA6Fc4zjFxgvJXoqPlirE2PexM7plCwLjDW1RJh6wWp+rHLrneB1UwTX+NMoUdXJblaqgP1s0SB9MHvBzBy1p/4YlMubtx+UdjGo2Y572OAUmsqty/9d/mN47zE5AxaAZtKk/0nckyf6SdOnIDDYaxe7XY7Tp06FZdBETFALrDzi0iydBr2Avo/Vc4xQMwcwFoaInCBsfBcYBnJ4mvklXh1FiCX3YZhwTpDO08UyNt3nRAtHUdySzBnzUFVvSGeGy0UDvt5fg61vkq5fSH1iYoI2Z0ahgokgCxUByhqTM++9erVw5YtW9CsGT8DZdOmTcjJKaf0XII4X0mASTyhuBXRoaox0/1u7u5Om1XXc4uFJ4BSnOK0VOz16yxALrsVLWqncY/1xdpDmPT9NhS6fTiZ78YD/UWLkLbic7eG1bD273OGYzLqTn/e0GG4WA26XhdaEEXKJePFthfhqEACiGRP9Ji2AF1xxRV46qmnUFqqD6orKSnB008/jSuvvDKugyNMEs/WCETZcr7VaSlSurirmj1mt+TuzovxUT+ud4FJFaFLPX6OBciK7DR+Fd7Hv9wkp7qv3KuMU5tObw0jcM77TEqLBehwg7nq3oSanA5AnQ7h96tAAoiIHtMC6Mknn8TZs2fRokULTJs2Dd9++y2+/fZbvPDCC2jZsiXOnj2LJ554IpFjJUxw3k/eVQ1XnBthJpoLGBdB4z7G+wUJF0/DswBJqfG5JR7sO1Wo2d8Gu83KfR4LG8isFVEDWtfS7i7TrFYat4s9UYW48UNgwDNAw4uN94nS5ZsQJCsfLYQjxvTys3bt2vj9999x3333YcKECbJf3WKxYPDgwZg+fTpq166dsIESRKWEtZyk1wUKjpbfWMzQZxyw5h2gZgugST/g5s/F2waEcyfZOY9LFqAT+W5cP2OV6jHJopTitBk2VgXUwsuvuTCMurgxnv9ph+456Ul2LHj4krAWIqKSU70x0PsRoOVQ4PNbgF73i67fX55S9qEGs5WCiOzvDRs2xE8//YRz585hz549EAQBzZs3R7Vq1cI/mUgYgkCJkOctydWV2z3vEyfZUCvP8iajLvDoLsAVjMNpOSTk7qN7N8bUn3fgsla1sGTHSd3j2v5fgL4pKktSMGssxWnHuWKv4X52pp0FawFy2a1w2KwY2iEHP246ph4LKkH8DxE/slsAD6xV7l94F3B6F1ByFqjVqvzGRcSNqAIQqlWrhgsvvDDeYyGiRpngeRcUogLjYgJ6s1sBj+2p+A0s081beu/u0wTdG1dH65wMtHrKXNPVUA1OJQtQuCao6UlKcDkrgCSB07Zuhk4APTqIH8dEEAAAZwpQt1N5j0IHLX+j5zwveEHoIAF0fuFggykFIC27fNPc44zVakHnC6ohyWHDeyO7mXqOlAXGQ4r9qR4mTic7XQmUDjCesscHiyKnSNNG44r2dTCiF7k1iPMXgfLBIoYEUCWAYt/OY8x0g68k9G9dGw9cFr6RazInM0xCKpzYvl5oK5mXiQ9iY4DuuKgRAOBskdp91rJ2BllPifMSi/w/XQgihQRQZYAU0PlNm2FA9aZA40vKeyQJp6ZBCjtLqDgcyQKkteBo8TK1h/xBE1BWikMWOVd1VNcso9Af4nyFXGDRQwKokkFp8OchN34IjF2r7q1VSbmpe4OYni/FAJ0r9oTcz+NXFgWSFrIxFp6LmtbEzw8pafyU+UWc79A6OHJIABFERcBaNU5Fl90md3OPBlvwc3JyeoixqC1A4pVBK3Ja52To9iGI8xWS8JFTNWbdSg4FvxHnE9rKzDxeHd6Ru12a5H2MwJl0dVvdfqwACgSXxryaQxKdGmSFHRNBVEgodi1qSABVMuhcICo691zSBAAwtINx78BrOtXDqIsb6bZbgz/wBy5TOr8Pv1DvVmMFkNRPzMo5OVb/uz9ev6kTejerqXuMIIjKTdVJQakqkAIiKjhjL22Gi5vVDJnJZbFYcF/fpnh/5QHNdvH/NnUzsHXSYKQ4bdzsLY+PjQESb/OCq2tnJGFYp3pRvAuCqGiQJyBSyAJUCRAo+o04j7DbrLiwUXW555cRbC0fCVbCpLrssvj59fF+qv14LjCq8kxURigLLHpIAFUGSAARlRCeZcfIwNmwhro7t8oF5icBRFRe6FcdPSSAKh30lRKVh/dHXYheTWrI980WK+RagMg9TFRC5OUvLYQjpkJcLadPn45GjRohKSkJPXr0wJ9//mm47+zZs2GxWFR/SUlJqn0EQcDEiRORk5OD5ORkDBgwALt370702yg36GdPVFYubVkLn93T09S+b97SWW6Roa4DxE+DJwiialPuAmjOnDkYN24cnn76aaxfvx4dO3bE4MGDcfKkvnO0REZGBo4dOyb//f3336rHp02bhjfeeAMzZszA6tWrkZqaisGDB6O0tDTRb6ecIAlEVA1a1E43fOzKDnXx2vBOAPitMGzlPtsRBFGRKPcp4ZVXXsHdd9+NUaNGoU2bNpgxYwZSUlIwa9Ysw+dYLBbUqVNH/qtdW+lOLQgCXnvtNTz55JMYNmwYOnTogA8//BBHjx7FN998UwbvqJyhRS5RCfnm/ovx7DXtMKB1rZD7OYIqZ9uxfOw/XQRAqTvkJAVEVEZk1y4thCOlXGcEj8eDdevWYcCAAfI2q9WKAQMGYNWqVYbPKywsRMOGDdGgQQMMGzYMW7dulR/bv38/jh8/rjpmZmYmevToYXhMt9uN/Px81d95C8U5EJWQTg2ycHvPhmFjgKRWGQBwxeu/AQDcQQHkClM9miCIqkW5CqDTp0/D7/erLDgAULt2bRw/fpz7nJYtW2LWrFn49ttv8fHHHyMQCOCiiy7C4cOHAUB+XiTHnDp1KjIzM+W/Bg1i61dU1lDsG0GIJDEip8TrBwC4g/+z4oggKh10IYiY825G6NWrF0aMGIFOnTqhb9++mDdvHrKzs/H2229HfcwJEyYgLy9P/jt06FAcR1wGMD98sv8QVRmeyPH4yQVGVGZo1o+Wcp0RatasCZvNhhMnTqi2nzhxAnXq1DF1DIfDgc6dO2PPnj0AID8vkmO6XC5kZGSo/s5byAVGVGF4xRXd3qALLEzhRYIgqhblKoCcTie6du2KxYsXy9sCgQAWL16MXr16mTqG3+/H5s2bkZMj9hVq3Lgx6tSpozpmfn4+Vq9ebfqY5xvUDJUgRJLsypTmDN5WYoDIAkRUXix0HYiYcu8FNm7cOIwcORLdunVD9+7d8dprr6GoqAijRo0CAIwYMQL16tXD1KlTAQCTJ09Gz5490axZM+Tm5uLFF1/E33//jbvuuguAmCH28MMPY8qUKWjevDkaN26Mp556CnXr1sU111xTXm8zwdAPnyAAtZVHsoXKWWAkgIhKCVn9o6XcBdDw4cNx6tQpTJw4EcePH0enTp0wf/58OYj54MGDsFqVievcuXO4++67cfz4cVSrVg1du3bF77//jjZt2sj7jB8/HkVFRbjnnnuQm5uL3r17Y/78+bqCiZUROhWIqkwyI4BqBIsiniv2AADSk8p9uiMIogJRIWaEsWPHYuzYsdzHli1bprr/6quv4tVXXw15PIvFgsmTJ2Py5MnxGiJBEOcBNqsFs+7ohjtnr5UrPx8+VwIAqF8tpTyHRhCJQYr7pCywiCGbcCWAfvcEoVArXbT0Hj5XgqU7TqLQ7QUAZCU7ynNYBEFUMEgAVQbYNHjKAiOqOHabcg6Mmr0Gx/LEFjgOG50bBEEokACqbJAAIqo4dqt6WjsSdIHZrDTdEZUPgSI/o4ZmBIIgKhU2Tdd3X7AbvJ26wROVEPpVRw8JoEoBBQERhIRRrI9WGBEEUbUhAVTJoCmeqOpUC6a/ayELEFEZUZa/gXIcxfkJCaBKgDoLjCZ5gshOd+m22akXGFEZoSk/amhGIAii0mHjJAOQC4yozFioHkrEkACqDKjS4MtxHARRQeCdB+QCIyon9LuOFhJAlQ1SQAQBK1mAiCoG2X8ihwRQJYC6wROEGq4FiAohEpUSC/MvEQkkgCoFjAuMTgOCIGsPQRBhIQFEEESVwOsjSylBEAokgCoBlAZPEGp4CTEBypIhKiECdYOPGhJABEFUCdrXyyzvIRBE3KElb/SQAKoMUBo8QYTFSnFBBEEwkACqbJACIghdZuTIXg3LaSQEkViUbvDkAosUEkCVAPrZE4QabTjEuIEty2cgBEFUWEgAVQpIAhFEKDJT+B3iCeJ8h2z+0UMCiCCISgclxBBVBXKBRQ8JoEoApcEThDEzbutS3kMgCKICQgKIIIhKzeXtcsp7CASReMjsGTEkgCoDlAZPEARRNaFJP2pIAFUC1B4wOhkIQqDVMEEQYSABRBBEpYPkD1H1oF99pJAAqhRQN3iCYKmV7irvIRAEUcEhAUQQRKXjtZs6o2eT6vjwzu7lPRSCSDC06I0We3kPgIgdSoMnCDWNa6bi83t6lfcwCKIMEOd8C3nAIoYsQJUMioEmCIIgiPCQAKoUkPQnCIIgiEggAVQZYPUPmYAIgiCqDvKUTwvhSCEBRBAEQRBElYMEUCXAwlaCLsdxEARBEOUFWYAihQRQJUCgHz5BEESVRKBlb9SQAKp00MlAEARRVaAZP3pIAFUK2GaodDoQBEFUFQSa8/+/vXsPivI63Af+LEQuunJzZZeNKKgoJgLeN8TGZCJfLrVGa2qUGlFqNBo0UoylOBE0ccRoqm0Sq62NwZmkap0xprUGqwiaxBUVpF6iVAhIEllQ/HERIiCc3x8Jb7MFgUV23708n5mNcN6z7zknZ3ffh/eyb48xABEREdk63gDYZAxAdkDwMngiIiKTMAARERHZrB9uhcGLYUzGAGQPeBk8ERGRSawiAG3fvh0BAQFwc3ODTqfD2bNnH1h3165deOqpp+Dt7Q1vb29ERES0q79w4UIoFAqjR3R0tLmHIRvmfiIix8btgOlkD0D79+9HUlIS0tLSkJ+fj7CwMERFRaGysrLD+jk5OYiNjUV2djb0ej38/f0RGRmJb7/91qhedHQ0ysvLpcfevXstMRwrwH1ARESOou0qMB4CM53sAWjr1q1YvHgx4uPj8dhjj2Hnzp3o27cvdu/e3WH9jz76CK+88grGjBmD4OBg/OUvf0FrayuysrKM6rm6ukKj0UgPb29vSwxHJj++DF7GbhARkUXxI7/nZA1ATU1NyMvLQ0REhFTm5OSEiIgI6PX6bq2joaEBzc3N8PHxMSrPycmBr68vRo4ciWXLlqGqqqpX+05ERES26xE5G799+zZaWlqgVquNytVqNa5du9atdSQnJ0Or1RqFqOjoaMyaNQuBgYEoLi7GmjVrEBMTA71eD2dn53braGxsRGNjo/R7bW1tD0ckD/Hj6+C5C4iIyGFIt8Lg9wCZTNYA9LA2bdqEffv2IScnB25ublL53LlzpZ9DQkIQGhqKYcOGIScnB1OnTm23nvT0dKxfv94ifTY3fhM0ERFR12Q9BKZSqeDs7IyKigqj8oqKCmg0mk6f+/bbb2PTpk3417/+hdDQ0E7rDh06FCqVCkVFRR0uT0lJQU1NjfT4+uuvTRuI3Jj8iYgcEv/k7TlZA5CLiwvGjx9vdAJz2wnN4eHhD3ze5s2b8eabbyIzMxMTJkzosp1vvvkGVVVV8PPz63C5q6srPDw8jB62hPGHiMgx/fdeYNwSmEr2q8CSkpKwa9cu7NmzB1evXsWyZctQX1+P+Ph4AEBcXBxSUlKk+m+99RbWrl2L3bt3IyAgAAaDAQaDAXfv3gUA3L17F6tXr8aZM2dQWlqKrKwszJgxA8OHD0dUVJQsYyQiIiLrIvs5QHPmzMGtW7eQmpoKg8GAMWPGIDMzUzoxuqysDE5O/81pO3bsQFNTE37xi18YrSctLQ3r1q2Ds7MzLl68iD179qC6uhparRaRkZF488034erqatGxWQ6TPxGRY+JBsJ6SPQABwPLly7F8+fIOl+Xk5Bj9Xlpa2um63N3dcfTo0V7qmW3gKUBERESmkf0QGPWeVsG/BIiIiLqDAYiIiMhm/XArDB4KMBkDkF3gC5+IiMgUDEBERETkcBiA7Aj3AxERORh+D1CPMQDZAx77JSIiMgkDkD1g/iEicki89rfnGIDsiOBbgYjIoYgOfqLuYQAiIiIih8MAZBeY/ImIHBP3/PcUA5AdYPwhInJQirZ/uCUwFQOQHeE5QERERN3DAGQPeBk8EZGD+v4PX24GTMcAZAf4uicicmw8BGY6BiA7wpc/ERFR9zAAERER2SoFz/3sKQYgOyBEq9xdICIiOfEQgMkYgIiIiMjhMADZFe4KJSJyJG1ff8KToE3HAGQX+MInIiIyBQOQHeD3PxAROaofvgeIfwibjAHIjvCboImIHBM//U3HAERERGSjeBV8zzEA2QMeAyMickjc899zDEBERES2jn8Im4wByI7w5U9ERNQ9DEB2gN8ETUTkqHgIrKcYgIiIiGwejwGYigHIjvBkOCIiou5hACIiIrJZbX/4cg+QqRiA7ABP/iciclDc8d9jDEB2hIfAiIiIuocBiIiIyGYpfvRfMgUDkD3gMTAiIiKTMAARERGRw2EAIiIisnU8EmAyBiC7wBc+EZFj43bAVAxAdoDBn4jIQSl4+nNPMQDZEV4GT0RE1D0MQERERORwGIDsAu8GT0TkkHgIrMesIgBt374dAQEBcHNzg06nw9mzZzutf+DAAQQHB8PNzQ0hISE4cuSI0XIhBFJTU+Hn5wd3d3dERETg+vXr5hwCERGRbBQ8Cdpksgeg/fv3IykpCWlpacjPz0dYWBiioqJQWVnZYf3Tp08jNjYWixYtwoULFzBz5kzMnDkTly9flups3rwZ77zzDnbu3Inc3Fz069cPUVFRuHfvnqWGJQueA0RE5Gj4ud9TCiHkvYZIp9Nh4sSJeO+99wAAra2t8Pf3x4oVK/Db3/62Xf05c+agvr4ehw8flsqeeOIJjBkzBjt37oQQAlqtFqtWrcJrr70GAKipqYFarUZGRgbmzp3bZZ9qa2vh6emJmpoaeHh49NJIgdrqKtTX3O619bX5fze/wmNH5+KucIdyvaHX109ERNbpzIfr8ETRNuT3ewp+L/xO7u6YpG9/H3j6DOzVdZqy/X6kV1s2UVNTE/Ly8pCSkiKVOTk5ISIiAnq9vsPn6PV6JCUlGZVFRUXh0KFDAICSkhIYDAZERERIyz09PaHT6aDX6zsMQI2NjWhsbJR+r62tfZhhPdCVT7YivOS9Xl+vX6+vkYiIbMm4+s+ADybJ3Q2T6LULEL7kHdnalzUA3b59Gy0tLVCr1UblarUa165d6/A5BoOhw/oGg0Fa3lb2oDr/Kz09HevXr+/RGEyhcH4E90Qfs63/yoD/g85sayciImszMDQSlUV74CHq5O6KyRROskYQeQOQtUhJSTHaq1RbWwt/f/9eb+eJF9cDMF/QYvghInIsw0KfBEJL5O5Gjzwhc/uyngStUqng7OyMiooKo/KKigpoNJoOn6PRaDqt3/avKet0dXWFh4eH0YOIiIjsl6wByMXFBePHj0dWVpZU1traiqysLISHh3f4nPDwcKP6AHDs2DGpfmBgIDQajVGd2tpa5ObmPnCdRERE5FhkPwSWlJSEBQsWYMKECZg0aRJ+//vfo76+HvHx8QCAuLg4PProo0hPTwcArFy5Ek8//TR+97vfYdq0adi3bx/Onz+PP//5zwAAhUKBxMREbNiwAUFBQQgMDMTatWuh1Woxc+ZMuYZJREREVkT2ADRnzhzcunULqampMBgMGDNmDDIzM6WTmMvKyuDk9N8dVU8++ST++te/4vXXX8eaNWsQFBSEQ4cOYfTo0VKd3/zmN6ivr8eSJUtQXV2Nn/zkJ8jMzISbm5vFx0dERETWR/bvAbJG5voeICIiIjIfU7bfsn8TNBEREZGlMQARERGRw2EAIiIiIofDAEREREQOhwGIiIiIHA4DEBERETkcBiAiIiJyOAxARERE5HAYgIiIiMjhyH4rDGvU9uXYtbW1MveEiIiIuqttu92dm1wwAHWgrq4OAODv7y9zT4iIiMhUdXV18PT07LQO7wXWgdbWVty8eRP9+/eHQqHo1XXX1tbC398fX3/9tV3eZ4zjs332PkZ7Hx9g/2Pk+GyfucYohEBdXR20Wq3RjdQ7wj1AHXBycsKgQYPM2oaHh4fdvrABjs8e2PsY7X18gP2PkeOzfeYYY1d7ftrwJGgiIiJyOAxARERE5HAYgCzM1dUVaWlpcHV1lbsrZsHx2T57H6O9jw+w/zFyfLbPGsbIk6CJiIjI4XAPEBERETkcBiAiIiJyOAxARERE5HAYgIiIiMjhMABZ0Pbt2xEQEAA3NzfodDqcPXtW7i71SHp6OiZOnIj+/fvD19cXM2fORGFhoVGdZ555BgqFwuixdOlSmXpsunXr1rXrf3BwsLT83r17SEhIwIABA6BUKvH888+joqJCxh6bJiAgoN34FAoFEhISANjm/J06dQrTp0+HVquFQqHAoUOHjJYLIZCamgo/Pz+4u7sjIiIC169fN6pz584dzJs3Dx4eHvDy8sKiRYtw9+5dC47iwTobX3NzM5KTkxESEoJ+/fpBq9UiLi4ON2/eNFpHR/O+adMmC4+kY13N38KFC9v1PTo62qiONc8f0PUYO3pPKhQKbNmyRapjzXPYnW1Ddz47y8rKMG3aNPTt2xe+vr5YvXo17t+/3+v9ZQCykP379yMpKQlpaWnIz89HWFgYoqKiUFlZKXfXTHby5EkkJCTgzJkzOHbsGJqbmxEZGYn6+nqjeosXL0Z5ebn02Lx5s0w97pnHH3/cqP+ff/65tOzXv/41/vGPf+DAgQM4efIkbt68iVmzZsnYW9OcO3fOaGzHjh0DAMyePVuqY2vzV19fj7CwMGzfvr3D5Zs3b8Y777yDnTt3Ijc3F/369UNUVBTu3bsn1Zk3bx6uXLmCY8eO4fDhwzh16hSWLFliqSF0qrPxNTQ0ID8/H2vXrkV+fj4OHjyIwsJCPPfcc+3qvvHGG0bzumLFCkt0v0tdzR8AREdHG/V97969Rsutef6Arsf447GVl5dj9+7dUCgUeP75543qWescdmfb0NVnZ0tLC6ZNm4ampiacPn0ae/bsQUZGBlJTU3u/w4IsYtKkSSIhIUH6vaWlRWi1WpGeni5jr3pHZWWlACBOnjwplT399NNi5cqV8nXqIaWlpYmwsLAOl1VXV4s+ffqIAwcOSGVXr14VAIRer7dQD3vXypUrxbBhw0Rra6sQwvbnD4D4+OOPpd9bW1uFRqMRW7Zskcqqq6uFq6ur2Lt3rxBCiC+//FIAEOfOnZPqfPrpp0KhUIhvv/3WYn3vjv8dX0fOnj0rAIgbN25IZUOGDBHbtm0zb+d6QUfjW7BggZgxY8YDn2NL8ydE9+ZwxowZ4tlnnzUqs5U5FKL9tqE7n51HjhwRTk5OwmAwSHV27NghPDw8RGNjY6/2j3uALKCpqQl5eXmIiIiQypycnBAREQG9Xi9jz3pHTU0NAMDHx8eo/KOPPoJKpcLo0aORkpKChoYGObrXY9evX4dWq8XQoUMxb948lJWVAQDy8vLQ3NxsNJ/BwcEYPHiwTc5nU1MTPvzwQ/zqV78yuvmvrc/fj5WUlMBgMBjNmaenJ3Q6nTRner0eXl5emDBhglQnIiICTk5OyM3NtXifH1ZNTQ0UCgW8vLyMyjdt2oQBAwZg7Nix2LJli1kOLZhLTk4OfH19MXLkSCxbtgxVVVXSMnubv4qKCvzzn//EokWL2i2zlTn8321Ddz479Xo9QkJCoFarpTpRUVGora3FlStXerV/vBmqBdy+fRstLS1GEwoAarUa165dk6lXvaO1tRWJiYmYPHkyRo8eLZX/8pe/xJAhQ6DVanHx4kUkJyejsLAQBw8elLG33afT6ZCRkYGRI0eivLwc69evx1NPPYXLly/DYDDAxcWl3YZFrVbDYDDI0+GHcOjQIVRXV2PhwoVSma3P3/9qm5eO3oNtywwGA3x9fY2WP/LII/Dx8bG5eb137x6Sk5MRGxtrdKPJV199FePGjYOPjw9Onz6NlJQUlJeXY+vWrTL2tnuio6Mxa9YsBAYGori4GGvWrEFMTAz0ej2cnZ3tav4AYM+ePejfv3+7Q+u2MocdbRu689lpMBg6fJ+2LetNDED0UBISEnD58mWj82MAGB13DwkJgZ+fH6ZOnYri4mIMGzbM0t00WUxMjPRzaGgodDodhgwZgr/97W9wd3eXsWe97/3330dMTAy0Wq1UZuvz58iam5vxwgsvQAiBHTt2GC1LSkqSfg4NDYWLiwtefvllpKenW/1tF+bOnSv9HBISgtDQUAwbNgw5OTmYOnWqjD0zj927d2PevHlwc3MzKreVOXzQtsGa8BCYBahUKjg7O7c7072iogIajUamXj285cuX4/Dhw8jOzsagQYM6ravT6QAARUVFluhar/Py8sKIESNQVFQEjUaDpqYmVFdXG9Wxxfm8ceMGjh8/jpdeeqnTerY+f23z0tl7UKPRtLso4f79+7hz547NzGtb+Llx4waOHTtmtPenIzqdDvfv30dpaallOtiLhg4dCpVKJb0m7WH+2nz22WcoLCzs8n0JWOccPmjb0J3PTo1G0+H7tG1Zb2IAsgAXFxeMHz8eWVlZUllrayuysrIQHh4uY896RgiB5cuX4+OPP8aJEycQGBjY5XMKCgoAAH5+fmbunXncvXsXxcXF8PPzw/jx49GnTx+j+SwsLERZWZnNzecHH3wAX19fTJs2rdN6tj5/gYGB0Gg0RnNWW1uL3Nxcac7Cw8NRXV2NvLw8qc6JEyfQ2toqBUBr1hZ+rl+/juPHj2PAgAFdPqegoABOTk7tDh3Zgm+++QZVVVXSa9LW5+/H3n//fYwfPx5hYWFd1rWmOexq29Cdz87w8HBcunTJKMy2hfnHHnus1ztMFrBv3z7h6uoqMjIyxJdffimWLFkivLy8jM50txXLli0Tnp6eIicnR5SXl0uPhoYGIYQQRUVF4o033hDnz58XJSUl4pNPPhFDhw4VU6ZMkbnn3bdq1SqRk5MjSkpKxBdffCEiIiKESqUSlZWVQgghli5dKgYPHixOnDghzp8/L8LDw0V4eLjMvTZNS0uLGDx4sEhOTjYqt9X5q6urExcuXBAXLlwQAMTWrVvFhQsXpKugNm3aJLy8vMQnn3wiLl68KGbMmCECAwPFd999J60jOjpajB07VuTm5orPP/9cBAUFidjYWLmGZKSz8TU1NYnnnntODBo0SBQUFBi9L9uunDl9+rTYtm2bKCgoEMXFxeLDDz8UAwcOFHFxcTKP7Hudja+urk689tprQq/Xi5KSEnH8+HExbtw4ERQUJO7duyetw5rnT4iuX6NCCFFTUyP69u0rduzY0e751j6HXW0bhOj6s/P+/fti9OjRIjIyUhQUFIjMzEwxcOBAkZKS0uv9ZQCyoHfffVcMHjxYuLi4iEmTJokzZ87I3aUeAdDh44MPPhBCCFFWViamTJkifHx8hKurqxg+fLhYvXq1qKmpkbfjJpgzZ47w8/MTLi4u4tFHHxVz5swRRUVF0vLvvvtOvPLKK8Lb21v07dtX/PznPxfl5eUy9th0R48eFQBEYWGhUbmtzl92dnaHr8sFCxYIIb6/FH7t2rVCrVYLV1dXMXXq1HZjr6qqErGxsUKpVAoPDw8RHx8v6urqZBhNe52Nr6Sk5IHvy+zsbCGEEHl5eUKn0wlPT0/h5uYmRo0aJTZu3GgUIOTU2fgaGhpEZGSkGDhwoOjTp48YMmSIWLx4cbs/IK15/oTo+jUqhBB/+tOfhLu7u6iurm73fGufw662DUJ077OztLRUxMTECHd3d6FSqcSqVatEc3Nzr/dX8UOniYiIiBwGzwEiIiIih8MARERERA6HAYiIiIgcDgMQERERORwGICIiInI4DEBERETkcBiAiIiIyOEwABGR1Vi4cCFmzpxp8XYzMjKgUCigUCiQmJhotnZKS0uldsaMGWO2doioa7wbPBFZhEKh6HR5Wloa/vCHP0Cu72b18PBAYWEh+vXrZ7Y2/P39UV5ejrfffhvHjx83WztE1DUGICKyiPLycunn/fv3IzU1FYWFhVKZUqmEUqmUo2sAvg9o5r5ruLOzMzQajazjJKLv8RAYEVmERqORHp6enlLgaHsolcp2h8CeeeYZrFixAomJifD29oZarcauXbtQX1+P+Ph49O/fH8OHD8enn35q1Nbly5cRExMDpVIJtVqN+fPn4/bt2yb3OSAgABs2bEBcXByUSiWGDBmCv//977h16xZmzJgBpVKJ0NBQnD9/XnrOjRs3MH36dHh7e6Nfv354/PHHceTIkR7/fyMi82AAIiKrtmfPHqhUKpw9exYrVqzAsmXLMHv2bDz55JPIz89HZGQk5s+fj4aGBgBAdXU1nn32WYwdOxbnz59HZmYmKioq8MILL/So/W3btmHy5Mm4cOECpk2bhvnz5yMuLg4vvvgi8vPzMWzYMMTFxUmH7hISEtDY2IhTp07h0qVLeOutt7jHh8gKMQARkVULCwvD66+/jqCgIKSkpMDNzQ0qlQqLFy9GUFAQUlNTUVVVhYsXLwIA3nvvPYwdOxYbN25EcHAwxo4di927dyM7Oxv/+c9/TG7/pz/9KV5++WWprdraWkycOBGzZ8/GiBEjkJycjKtXr6KiogIAUFZWhsmTJyMkJARDhw7Fz372M0yZMqVX/58Q0cNjACIiqxYaGir97OzsjAEDBiAkJEQqU6vVAIDKykoAwL///W9kZ2dL5xQplUoEBwcDAIqLix+q/ba2Omv/1VdfxYYNGzB58mSkpaVJwYyIrAsDEBFZtT59+hj9rlAojMrari5rbW0FANy9exfTp09HQUGB0eP69es92hPTUVudtf/SSy/hq6++wvz583Hp0iVMmDAB7777rsntEpF5MQARkV0ZN24crly5goCAAAwfPtzoYc5L3H/M398fS5cuxcGDB7Fq1Srs2rXLIu0SUfcxABGRXUlISMCdO3cQGxuLc+fOobi4GEePHkV8fDxaWlrM3n5iYiKOHj2KkpIS5OfnIzs7G6NGjTJ7u0RkGgYgIrIrWq0WX3zxBVpaWhAZGYmQkBAkJibCy8sLTk7m/8hraWlBQkICRo0ahejoaIwYMQJ//OMfzd4uEZlGIeT62lUiIiuRkZGBxMREVFdXW6S9devW4dChQygoKLBIe0TUHvcAEREBqKmpgVKpRHJystnaKCsrg1KpxMaNG83WBhF1D/cAEZHDq6urk77Hx8vLCyqVyizt3L9/H6WlpQAAV1dX+Pv7m6UdIuoaAxARERE5HB4CIyIiIofDAEREREQOhwGIiIiIHA4DEBERETkcBiAiIiJyOAxARERE5HAYgIiIiMjhMAARERGRw2EAIiIiIofz/wHJsRRrelmc/AAAAABJRU5ErkJggg==" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], - "execution_count": 10 + "source": [ + "duration = 200\n", + "current7 = bp.inputs.ou_process(mean=1., sigma=0.1, tau=10., duration=duration, n=2, t_start=10., t_end=180.)\n", + "show(current7, duration, 'Ornstein-Uhlenbeck Process')" + ] }, { "cell_type": "markdown", + "id": "3649d129680736ef", "metadata": { "collapsed": false }, "source": [ "### 7\\. ``brainpy.inputs.sinusoidal_input``" - ], - "id": "3649d129680736ef" + ] }, { "cell_type": "markdown", + "id": "d76105c24c723004", "metadata": { "collapsed": false }, "source": [ "[brainpy.inputs.sinusoidal_input()](../apis/inputs/generated/brainpy.inputs.sinusoidal_input.rst) can help to generate sinusoidal inputs." - ], - "id": "d76105c24c723004" + ] }, { "cell_type": "code", + "execution_count": 11, + "id": "bb1926cc6d21e35c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:10:40.937450Z", "start_time": "2025-10-06T04:10:40.685539Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.167593Z", + "iopub.status.busy": "2026-06-19T06:03:29.167459Z", + "iopub.status.idle": "2026-06-19T06:03:29.172290Z", + "shell.execute_reply": "2026-06-19T06:03:29.171419Z" } }, - "source": [ - "duration = 2000\n", - "current8 = bp.inputs.sinusoidal_input(amplitude=1., frequency=2.0, duration=duration, t_start=100., )\n", - "show(current8, duration, 'Sinusoidal Input')" - ], - "id": "bb1926cc6d21e35c", "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], - "execution_count": 11 + "source": [ + "duration = 2000\n", + "current8 = bp.inputs.sinusoidal_input(amplitude=1., frequency=2.0, duration=duration, t_start=100., )\n", + "show(current8, duration, 'Sinusoidal Input')" + ] }, { "cell_type": "markdown", + "id": "c5df6990f266e0b7", "metadata": { "collapsed": false }, "source": [ "### 8\\. ``brainpy.inputs.square_input``" - ], - "id": "c5df6990f266e0b7" + ] }, { "cell_type": "markdown", + "id": "2c070e72fd836971", "metadata": { "collapsed": false }, "source": [ "[brainpy.inputs.square_input()](../apis/inputs/generated/brainpy.inputs.square_input.rst) can help to generate oscillatory square inputs." - ], - "id": "2c070e72fd836971" + ] }, { "cell_type": "code", + "execution_count": 12, + "id": "7eb74a9416faac81", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T04:10:41.038486Z", "start_time": "2025-10-06T04:10:40.946134Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.173865Z", + "iopub.status.busy": "2026-06-19T06:03:29.173702Z", + "iopub.status.idle": "2026-06-19T06:03:29.178792Z", + "shell.execute_reply": "2026-06-19T06:03:29.177903Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] + } + ], "source": [ "duration = 2000\n", "current9 = bp.inputs.square_input(amplitude=1., frequency=2.0,\n", " duration=duration, t_start=100)\n", "show(current9, duration, 'Square Input')" - ], - "id": "7eb74a9416faac81", - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 12 + ] }, { "cell_type": "markdown", + "id": "d8da731849d185e", "metadata": { "collapsed": false }, "source": [ "### More complex inputs" - ], - "id": "d8da731849d185e" + ] }, { "cell_type": "markdown", @@ -625,32 +652,33 @@ }, { "cell_type": "code", + "execution_count": 13, "id": "64ac8ffa", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:41.134328Z", "start_time": "2025-10-06T04:10:41.041360Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.180282Z", + "iopub.status.busy": "2026-06-19T06:03:29.180146Z", + "iopub.status.idle": "2026-06-19T06:03:29.183948Z", + "shell.execute_reply": "2026-06-19T06:03:29.182960Z" } }, - "source": [ - "show(current1 + current5, 500, 'A Complex Current Input')" - ], "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_70292/3872929943.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], - "execution_count": 13 + "source": [ + "show(current1 + current5, 500, 'A Complex Current Input')" + ] }, { "cell_type": "markdown", @@ -672,19 +700,20 @@ }, { "cell_type": "code", + "execution_count": 14, "id": "bf9084a9", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:41.442984Z", "start_time": "2025-10-06T04:10:41.145512Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.185581Z", + "iopub.status.busy": "2026-06-19T06:03:29.185437Z", + "iopub.status.idle": "2026-06-19T06:03:29.189471Z", + "shell.execute_reply": "2026-06-19T06:03:29.188581Z" } }, - "source": [ - "I1 = bp.inputs.section_input(values=[0, 1, 2], durations=[10, 20, 30], dt=0.1)\n", - "I2 = bp.inputs.section_input(values=[0, 1, 2], durations=[10, 20, 30], dt=0.01)\n", - "print('I1.shape: {}'.format(I1.shape))\n", - "print('I2.shape: {}'.format(I2.shape))" - ], "outputs": [ { "name": "stdout", @@ -695,7 +724,12 @@ ] } ], - "execution_count": 14 + "source": [ + "I1 = bp.inputs.section_input(values=[0, 1, 2], durations=[10, 20, 30], dt=0.1)\n", + "I2 = bp.inputs.section_input(values=[0, 1, 2], durations=[10, 20, 30], dt=0.01)\n", + "print('I1.shape: {}'.format(I1.shape))\n", + "print('I2.shape: {}'.format(I2.shape))" + ] }, { "cell_type": "markdown", @@ -709,19 +743,20 @@ }, { "cell_type": "code", + "execution_count": 15, "id": "fa0679d0", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T04:10:41.780654Z", "start_time": "2025-10-06T04:10:41.465636Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:03:29.191115Z", + "iopub.status.busy": "2026-06-19T06:03:29.190931Z", + "iopub.status.idle": "2026-06-19T06:03:29.571623Z", + "shell.execute_reply": "2026-06-19T06:03:29.570755Z" } }, - "source": [ - "current = bp.inputs.section_input(values=[0, bm.ones(10), bm.random.random((3, 10))],\n", - " durations=[100, 300, 100])\n", - "\n", - "current.shape" - ], "outputs": [ { "data": { @@ -734,7 +769,12 @@ "output_type": "execute_result" } ], - "execution_count": 15 + "source": [ + "current = bp.inputs.section_input(values=[0, bm.ones(10), bm.random.random((3, 10))],\n", + " durations=[100, 300, 100])\n", + "\n", + "current.shape" + ] } ], "metadata": { @@ -753,7 +793,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.8" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, diff --git a/docs/tutorial_training/build_training_models.ipynb b/docs/tutorial_training/build_training_models.ipynb index ed54feda9..61a8a6df4 100644 --- a/docs/tutorial_training/build_training_models.ipynb +++ b/docs/tutorial_training/build_training_models.ipynb @@ -23,26 +23,25 @@ }, { "cell_type": "code", + "execution_count": 1, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:26.480089Z", "start_time": "2025-10-06T05:19:22.091973Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:19.961507Z", + "iopub.status.busy": "2026-06-19T06:20:19.961307Z", + "iopub.status.idle": "2026-06-19T06:20:24.982046Z", + "shell.execute_reply": "2026-06-19T06:20:24.981135Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.7.8'" ] }, "execution_count": 1, @@ -50,7 +49,14 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "markdown", @@ -99,19 +105,20 @@ }, { "cell_type": "code", + "execution_count": 2, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:26.561638Z", "start_time": "2025-10-06T05:19:26.488608Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.002270Z", + "iopub.status.busy": "2026-06-19T06:20:25.001991Z", + "iopub.status.idle": "2026-06-19T06:20:25.066700Z", + "shell.execute_reply": "2026-06-19T06:20:25.066015Z" } }, - "source": [ - "# Instantiate a LIF model for simulation\n", - "\n", - "lif = bp.neurons.LIF(1)\n", - "lif.mode" - ], "outputs": [ { "data": { @@ -124,25 +131,29 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "# Instantiate a LIF model for simulation\n", + "\n", + "lif = bp.neurons.LIF(1)\n", + "lif.mode" + ] }, { "cell_type": "code", + "execution_count": 3, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:26.585550Z", "start_time": "2025-10-06T05:19:26.567233Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.068355Z", + "iopub.status.busy": "2026-06-19T06:20:25.068222Z", + "iopub.status.idle": "2026-06-19T06:20:25.090201Z", + "shell.execute_reply": "2026-06-19T06:20:25.089409Z" } }, - "source": [ - "# Instantiate a LIF model for training.\n", - "# In this mode, the model implement variables and functions\n", - "# compatible with BrainPy's training interface.\n", - "\n", - "lif = bp.neurons.LIF(1, mode=bm.TrainingMode())\n", - "lif.mode" - ], "outputs": [ { "data": { @@ -155,7 +166,14 @@ "output_type": "execute_result" } ], - "execution_count": 3 + "source": [ + "# Instantiate a LIF model for training.\n", + "# In this mode, the model implement variables and functions\n", + "# compatible with BrainPy's training interface.\n", + "\n", + "lif = bp.neurons.LIF(1, mode=bm.TrainingMode())\n", + "lif.mode" + ] }, { "cell_type": "markdown", @@ -168,21 +186,27 @@ }, { "cell_type": "code", + "execution_count": 4, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:26.711756Z", "start_time": "2025-10-06T05:19:26.631270Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.091936Z", + "iopub.status.busy": "2026-06-19T06:20:25.091796Z", + "iopub.status.idle": "2026-06-19T06:20:25.121580Z", + "shell.execute_reply": "2026-06-19T06:20:25.120518Z" } }, + "outputs": [], "source": [ "try:\n", - " bp.layers.NVAR(1, 1, mode=bm.TrainingMode())\n", + " bp.dyn.NVAR(1, 1, mode=bm.TrainingMode())\n", "except Exception as e:\n", " print(type(e), e)" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -195,25 +219,27 @@ }, { "cell_type": "code", + "execution_count": 5, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:26.931175Z", "start_time": "2025-10-06T05:19:26.717996Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.123402Z", + "iopub.status.busy": "2026-06-19T06:20:25.123262Z", + "iopub.status.idle": "2026-06-19T06:20:25.314081Z", + "shell.execute_reply": "2026-06-19T06:20:25.313264Z" } }, - "source": [ - "l = bp.layers.Dense(3, 4, mode=bm.batching_mode)\n", - "\n", - "l.W" - ], "outputs": [ { "data": { "text/plain": [ - "Array(value=Array([[ 0.00514068, -0.38861045, -0.18789645, -0.20446473],\n", - " [ 0.8905003 , -1.1153231 , -0.30391234, -1.1171588 ],\n", - " [-0.41736808, -0.45995244, 0.513535 , 0.64199084]], dtype=float32),\n", + "Array(value=Array([[ 0.61496335, 0.7669702 , -0.51089543, 0.89924616],\n", + " [-0.546367 , 0.28499377, 0.12578163, 0.47398826],\n", + " [-0.278995 , -0.24612807, 0.18566443, 0.3136459 ]], dtype=float32),\n", " dtype=float32)" ] }, @@ -222,22 +248,28 @@ "output_type": "execute_result" } ], - "execution_count": 5 + "source": [ + "l = bp.layers.Dense(3, 4, mode=bm.batching_mode)\n", + "\n", + "l.W" + ] }, { "cell_type": "code", + "execution_count": 6, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:27.131135Z", "start_time": "2025-10-06T05:19:26.949273Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.315839Z", + "iopub.status.busy": "2026-06-19T06:20:25.315692Z", + "iopub.status.idle": "2026-06-19T06:20:25.475659Z", + "shell.execute_reply": "2026-06-19T06:20:25.474910Z" } }, - "source": [ - "l = bp.layers.Dense(3, 4, mode=bm.training_mode)\n", - "\n", - "l.W" - ], "outputs": [ { "data": { @@ -254,7 +286,11 @@ "output_type": "execute_result" } ], - "execution_count": 6 + "source": [ + "l = bp.layers.Dense(3, 4, mode=bm.training_mode)\n", + "\n", + "l.W" + ] }, { "cell_type": "markdown", @@ -267,24 +303,26 @@ }, { "cell_type": "code", + "execution_count": 7, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:27.732610Z", "start_time": "2025-10-06T05:19:27.149998Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.477724Z", + "iopub.status.busy": "2026-06-19T06:20:25.477582Z", + "iopub.status.idle": "2026-06-19T06:20:25.852075Z", + "shell.execute_reply": "2026-06-19T06:20:25.851187Z" } }, - "source": [ - "rnn = bp.dyn.RNNCell(1, 3, train_state=True, mode=bm.training_mode)\n", - "\n", - "rnn.state2train" - ], "outputs": [ { "data": { "text/plain": [ "TrainVar(\n", - " value=ShapedArray(float32[3]),\n", + " value=ShapedArray(float32[3], weak_type=True),\n", " _batch_axis=None,\n", " axis_names=None\n", ")" @@ -295,7 +333,11 @@ "output_type": "execute_result" } ], - "execution_count": 7 + "source": [ + "rnn = bp.dyn.RNNCell(1, 3, train_state=True, mode=bm.training_mode)\n", + "\n", + "rnn.state2train" + ] }, { "cell_type": "markdown", @@ -311,47 +353,40 @@ }, { "cell_type": "code", + "execution_count": 8, "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:30.294808Z", "start_time": "2025-10-06T05:19:27.750466Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.853880Z", + "iopub.status.busy": "2026-06-19T06:20:25.853732Z", + "iopub.status.idle": "2026-06-19T06:20:25.952124Z", + "shell.execute_reply": "2026-06-19T06:20:25.951363Z" } }, - "source": [ - "rnn.reset(batch_size=5)\n", - "rnn.state" - ], "outputs": [ { - "ename": "ValueError", - "evalue": "Do not support type : None", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mValueError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[8]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m rnn.reset(batch_size=\u001B[32m5\u001B[39m)\n\u001B[32m 2\u001B[39m rnn.state\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\dynsys.py:178\u001B[39m, in \u001B[36mDynamicalSystem.reset\u001B[39m\u001B[34m(self, *args, **kwargs)\u001B[39m\n\u001B[32m 176\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m reset_state \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m 177\u001B[39m \u001B[38;5;28;01mfrom\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34;01mbrainpy\u001B[39;00m\u001B[34;01m.\u001B[39;00m\u001B[34;01mversion2\u001B[39;00m\u001B[34;01m.\u001B[39;00m\u001B[34;01mhelpers\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[38;5;28;01mimport\u001B[39;00m reset_state\n\u001B[32m--> \u001B[39m\u001B[32m178\u001B[39m reset_state(\u001B[38;5;28mself\u001B[39m, *args, **kwargs)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\helpers.py:61\u001B[39m, in \u001B[36mreset_state\u001B[39m\u001B[34m(target, *args, **kwargs)\u001B[39m\n\u001B[32m 59\u001B[39m \u001B[38;5;28;01mfor\u001B[39;00m node \u001B[38;5;129;01min\u001B[39;00m nodes:\n\u001B[32m 60\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28mhasattr\u001B[39m(node.reset_state, \u001B[33m'\u001B[39m\u001B[33mreset_level\u001B[39m\u001B[33m'\u001B[39m):\n\u001B[32m---> \u001B[39m\u001B[32m61\u001B[39m node.reset_state(*args, **kwargs)\n\u001B[32m 62\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 63\u001B[39m nodes_with_level.append(node)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\dyn\\rates\\rnncells.py:114\u001B[39m, in \u001B[36mRNNCell.reset_state\u001B[39m\u001B[34m(self, batch_or_mode, **kwargs)\u001B[39m\n\u001B[32m 113\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mreset_state\u001B[39m(\u001B[38;5;28mself\u001B[39m, batch_or_mode=\u001B[38;5;28;01mNone\u001B[39;00m, **kwargs):\n\u001B[32m--> \u001B[39m\u001B[32m114\u001B[39m \u001B[38;5;28mself\u001B[39m.state.value = parameter(\u001B[38;5;28mself\u001B[39m._state_initializer, (batch_or_mode, \u001B[38;5;28mself\u001B[39m.num_out,), allow_none=\u001B[38;5;28;01mFalse\u001B[39;00m)\n\u001B[32m 115\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m.train_state:\n\u001B[32m 116\u001B[39m \u001B[38;5;28mself\u001B[39m.state2train.value = parameter(\u001B[38;5;28mself\u001B[39m._state_initializer, \u001B[38;5;28mself\u001B[39m.num_out, allow_none=\u001B[38;5;28;01mFalse\u001B[39;00m)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\initialize\\generic.py:83\u001B[39m, in \u001B[36mparameter\u001B[39m\u001B[34m(param, sizes, allow_none, allow_scalar, sharding)\u001B[39m\n\u001B[32m 80\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m param\n\u001B[32m 82\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mcallable\u001B[39m(param):\n\u001B[32m---> \u001B[39m\u001B[32m83\u001B[39m v = bm.jit(param,\n\u001B[32m 84\u001B[39m static_argnums=\u001B[32m0\u001B[39m,\n\u001B[32m 85\u001B[39m out_shardings=bm.sharding.get_sharding(sharding))(sizes)\n\u001B[32m 86\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m _check_var(v) \u001B[38;5;66;03m# TODO: checking the Variable need to be traced\u001B[39;00m\n\u001B[32m 88\u001B[39m \u001B[38;5;28;01melif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(param, (np.ndarray, jnp.ndarray)):\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_jit.py:97\u001B[39m, in \u001B[36m_get_jitted_fun..jitted_fun\u001B[39m\u001B[34m(*args, **params)\u001B[39m\n\u001B[32m 94\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m fun.fun(*args, **params)\n\u001B[32m 96\u001B[39m \u001B[38;5;66;03m# compile the function and get the state trace\u001B[39;00m\n\u001B[32m---> \u001B[39m\u001B[32m97\u001B[39m state_trace = fun.get_state_trace_by_call(*args, **params)\n\u001B[32m 98\u001B[39m read_state_vals = state_trace.get_read_state_values(\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[32m 100\u001B[39m \u001B[38;5;66;03m# call the jitted function\u001B[39;00m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:689\u001B[39m, in \u001B[36mStatefulFunction.get_state_trace_by_call\u001B[39m\u001B[34m(self, compile_if_miss, *args, **kwargs)\u001B[39m\n\u001B[32m 671\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mget_state_trace_by_call\u001B[39m(\u001B[38;5;28mself\u001B[39m, *args, compile_if_miss: \u001B[38;5;28mbool\u001B[39m = \u001B[38;5;28;01mTrue\u001B[39;00m, **kwargs) -> StateTraceStack:\n\u001B[32m 672\u001B[39m \u001B[38;5;250m \u001B[39m\u001B[33;03m\"\"\"\u001B[39;00m\n\u001B[32m 673\u001B[39m \u001B[33;03m Read the state trace of the function.\u001B[39;00m\n\u001B[32m 674\u001B[39m \n\u001B[32m (...)\u001B[39m\u001B[32m 687\u001B[39m \u001B[33;03m The state trace of the function.\u001B[39;00m\n\u001B[32m 688\u001B[39m \u001B[33;03m \"\"\"\u001B[39;00m\n\u001B[32m--> \u001B[39m\u001B[32m689\u001B[39m cache_key = \u001B[38;5;28mself\u001B[39m.get_arg_cache_key(*args, **kwargs, compile_if_miss=compile_if_miss)\n\u001B[32m 690\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m.get_state_trace(cache_key)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:839\u001B[39m, in \u001B[36mStatefulFunction.get_arg_cache_key\u001B[39m\u001B[34m(self, compile_if_miss, *args, **kwargs)\u001B[39m\n\u001B[32m 831\u001B[39m cache_key = hashabledict(\n\u001B[32m 832\u001B[39m static_args=static_args,\n\u001B[32m 833\u001B[39m dyn_args=dyn_args,\n\u001B[32m 834\u001B[39m static_kwargs=static_kwargs,\n\u001B[32m 835\u001B[39m dyn_kwargs=dyn_kwargs,\n\u001B[32m 836\u001B[39m )\n\u001B[32m 838\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m cache_key \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28mself\u001B[39m._cached_state_trace \u001B[38;5;129;01mand\u001B[39;00m compile_if_miss:\n\u001B[32m--> \u001B[39m\u001B[32m839\u001B[39m \u001B[38;5;28mself\u001B[39m.make_jaxpr(*args, **kwargs)\n\u001B[32m 841\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m cache_key\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:950\u001B[39m, in \u001B[36mStatefulFunction.make_jaxpr\u001B[39m\u001B[34m(self, *args, **kwargs)\u001B[39m\n\u001B[32m 948\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_out_shapes.pop(cache_key, \u001B[38;5;28;01mNone\u001B[39;00m)\n\u001B[32m 949\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_jaxpr.pop(cache_key, \u001B[38;5;28;01mNone\u001B[39;00m)\n\u001B[32m--> \u001B[39m\u001B[32m950\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m e\n\u001B[32m 952\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mself\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:928\u001B[39m, in \u001B[36mStatefulFunction.make_jaxpr\u001B[39m\u001B[34m(self, *args, **kwargs)\u001B[39m\n\u001B[32m 926\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m 927\u001B[39m dyn_kwargs[k] = v\n\u001B[32m--> \u001B[39m\u001B[32m928\u001B[39m jaxpr, (out_shapes, state_shapes) = _make_jaxpr(\n\u001B[32m 929\u001B[39m functools.partial(\n\u001B[32m 930\u001B[39m \u001B[38;5;28mself\u001B[39m._wrapped_fun_to_eval,\n\u001B[32m 931\u001B[39m cache_key,\n\u001B[32m 932\u001B[39m static_kwargs,\n\u001B[32m 933\u001B[39m return_only_write=\u001B[38;5;28mself\u001B[39m.return_only_write,\n\u001B[32m 934\u001B[39m ),\n\u001B[32m 935\u001B[39m static_argnums=\u001B[38;5;28mself\u001B[39m.static_argnums,\n\u001B[32m 936\u001B[39m axis_env=\u001B[38;5;28mself\u001B[39m.axis_env,\n\u001B[32m 937\u001B[39m return_shape=\u001B[38;5;28;01mTrue\u001B[39;00m,\n\u001B[32m 938\u001B[39m abstracted_axes=\u001B[38;5;28mself\u001B[39m.abstracted_axes,\n\u001B[32m 939\u001B[39m )(*args, **dyn_kwargs)\n\u001B[32m 940\u001B[39m \u001B[38;5;66;03m# returns\u001B[39;00m\n\u001B[32m 941\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_jaxpr_out_tree.set(cache_key, jax.tree.structure((out_shapes, state_shapes)))\n", - " \u001B[31m[... skipping hidden 1 frame]\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:1399\u001B[39m, in \u001B[36m_make_jaxpr..make_jaxpr_f\u001B[39m\u001B[34m(*args, **kwargs)\u001B[39m\n\u001B[32m 1397\u001B[39m jaxpr, out_type, consts = pe.trace_to_jaxpr_dynamic2(f, debug_info=debug_info_)\n\u001B[32m 1398\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m-> \u001B[39m\u001B[32m1399\u001B[39m jaxpr, out_type, consts = pe.trace_to_jaxpr_dynamic2(f)\n\u001B[32m 1400\u001B[39m closed_jaxpr = ClosedJaxpr(jaxpr, consts)\n\u001B[32m 1401\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m return_shape:\n", - " \u001B[31m[... skipping hidden 6 frame]\u001B[39m\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\brainstate\\brainstate\\transform\\_make_jaxpr.py:874\u001B[39m, in \u001B[36mStatefulFunction._wrapped_fun_to_eval\u001B[39m\u001B[34m(self, cache_key, static_kwargs, return_only_write, *args, **dyn_kwargs)\u001B[39m\n\u001B[32m 872\u001B[39m \u001B[38;5;28mself\u001B[39m._cached_state_trace.set(cache_key, state_trace)\n\u001B[32m 873\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m state_trace:\n\u001B[32m--> \u001B[39m\u001B[32m874\u001B[39m out = \u001B[38;5;28mself\u001B[39m.fun(*args, **dyn_kwargs, **static_kwargs)\n\u001B[32m 875\u001B[39m state_values = (\n\u001B[32m 876\u001B[39m state_trace.get_write_state_values(\u001B[38;5;28;01mTrue\u001B[39;00m)\n\u001B[32m 877\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m return_only_write \u001B[38;5;28;01melse\u001B[39;00m\n\u001B[32m 878\u001B[39m state_trace.get_state_values()\n\u001B[32m 879\u001B[39m )\n\u001B[32m 880\u001B[39m state_trace.recovery_original_values()\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\math\\object_transform\\_utils.py:68\u001B[39m, in \u001B[36mwarp_to_no_state_input_output..wrapper\u001B[39m\u001B[34m(*args, **kwargs)\u001B[39m\n\u001B[32m 65\u001B[39m \u001B[38;5;129m@wraps\u001B[39m(fn)\n\u001B[32m 66\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mwrapper\u001B[39m(*args, **kwargs):\n\u001B[32m 67\u001B[39m args, kwargs = jax.tree.map(_remove_state, (args, kwargs), is_leaf=\u001B[38;5;28;01mlambda\u001B[39;00m x: \u001B[38;5;28misinstance\u001B[39m(x, brainstate.State))\n\u001B[32m---> \u001B[39m\u001B[32m68\u001B[39m out = fn(*args, **kwargs)\n\u001B[32m 69\u001B[39m out = jax.tree.map(_remove_state, out, is_leaf=\u001B[38;5;28;01mlambda\u001B[39;00m x: \u001B[38;5;28misinstance\u001B[39m(x, brainstate.State))\n\u001B[32m 70\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m out\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\initialize\\regular_inits.py:21\u001B[39m, in \u001B[36mZeroInit.__call__\u001B[39m\u001B[34m(self, shape, dtype)\u001B[39m\n\u001B[32m 20\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m__call__\u001B[39m(\u001B[38;5;28mself\u001B[39m, shape, dtype=\u001B[38;5;28;01mNone\u001B[39;00m):\n\u001B[32m---> \u001B[39m\u001B[32m21\u001B[39m shape = [tools.size2num(d) \u001B[38;5;28;01mfor\u001B[39;00m d \u001B[38;5;129;01min\u001B[39;00m shape]\n\u001B[32m 22\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m bm.zeros(shape, dtype=dtype)\n", - "\u001B[36mFile \u001B[39m\u001B[32mD:\\codes\\projects\\BrainPy\\brainpy\\version2\\tools\\others.py:82\u001B[39m, in \u001B[36msize2num\u001B[39m\u001B[34m(size)\u001B[39m\n\u001B[32m 80\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m a\n\u001B[32m 81\u001B[39m \u001B[38;5;28;01melse\u001B[39;00m:\n\u001B[32m---> \u001B[39m\u001B[32m82\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m \u001B[38;5;167;01mValueError\u001B[39;00m(\u001B[33mf\u001B[39m\u001B[33m'\u001B[39m\u001B[33mDo not support type \u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mtype\u001B[39m(size)\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00msize\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m'\u001B[39m)\n", - "\u001B[31mValueError\u001B[39m: Do not support type : None" - ] + "data": { + "text/plain": [ + "Variable(\n", + " value=ShapedArray(float32[1,3]),\n", + " _batch_axis=0,\n", + " axis_names=None\n", + ")" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" } ], - "execution_count": 8 + "source": [ + "rnn.reset(batch_size=5)\n", + "rnn.state" + ] }, { "cell_type": "markdown", @@ -379,7 +414,13 @@ "end_time": "2025-10-06T05:19:30.299173400Z", "start_time": "2023-04-15T17:18:07.780260Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:25.953760Z", + "iopub.status.busy": "2026-06-19T06:20:25.953613Z", + "iopub.status.idle": "2026-06-19T06:20:26.135148Z", + "shell.execute_reply": "2026-06-19T06:20:26.134232Z" + } }, "outputs": [ { @@ -434,7 +475,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:07.943925Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.137271Z", + "iopub.status.busy": "2026-06-19T06:20:26.137127Z", + "iopub.status.idle": "2026-06-19T06:20:26.405954Z", + "shell.execute_reply": "2026-06-19T06:20:26.404994Z" + } }, "outputs": [ { @@ -473,7 +520,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:08.132222Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.407600Z", + "iopub.status.busy": "2026-06-19T06:20:26.407465Z", + "iopub.status.idle": "2026-06-19T06:20:26.585161Z", + "shell.execute_reply": "2026-06-19T06:20:26.584353Z" + } }, "outputs": [ { @@ -515,7 +568,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:08.273000Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.586800Z", + "iopub.status.busy": "2026-06-19T06:20:26.586664Z", + "iopub.status.idle": "2026-06-19T06:20:26.768599Z", + "shell.execute_reply": "2026-06-19T06:20:26.767595Z" + } }, "outputs": [ { @@ -563,7 +622,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:08.429894Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.770333Z", + "iopub.status.busy": "2026-06-19T06:20:26.770189Z", + "iopub.status.idle": "2026-06-19T06:20:26.942445Z", + "shell.execute_reply": "2026-06-19T06:20:26.941472Z" + } }, "outputs": [ { @@ -615,7 +680,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:08.594351Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.944368Z", + "iopub.status.busy": "2026-06-19T06:20:26.944204Z", + "iopub.status.idle": "2026-06-19T06:20:26.948043Z", + "shell.execute_reply": "2026-06-19T06:20:26.947212Z" + } }, "outputs": [], "source": [ @@ -673,7 +744,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:08.610800Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.949777Z", + "iopub.status.busy": "2026-06-19T06:20:26.949636Z", + "iopub.status.idle": "2026-06-19T06:20:26.953087Z", + "shell.execute_reply": "2026-06-19T06:20:26.952114Z" + } }, "outputs": [], "source": [ @@ -750,7 +827,13 @@ "end_time": "2025-10-06T05:19:30.300765500Z", "start_time": "2023-04-15T17:18:08.625911Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:26.955087Z", + "iopub.status.busy": "2026-06-19T06:20:26.954925Z", + "iopub.status.idle": "2026-06-19T06:20:28.494936Z", + "shell.execute_reply": "2026-06-19T06:20:28.494119Z" + } }, "outputs": [], "source": [ @@ -758,18 +841,18 @@ " def __init__(self, num_in, num_recs, num_out):\n", " super(DeepRNN, self).__init__()\n", "\n", - " self.l1 = bp.layers.LSTMCell(num_in, num_recs[0])\n", + " self.l1 = bp.dyn.LSTMCell(num_in, num_recs[0])\n", " self.d1 = bp.layers.Dropout(0.2)\n", - " self.l2 = bp.layers.LSTMCell(num_recs[0], num_recs[1])\n", + " self.l2 = bp.dyn.LSTMCell(num_recs[0], num_recs[1])\n", " self.d2 = bp.layers.Dropout(0.2)\n", - " self.l3 = bp.layers.LSTMCell(num_recs[1], num_recs[2])\n", + " self.l3 = bp.dyn.LSTMCell(num_recs[1], num_recs[2])\n", " self.d3 = bp.layers.Dropout(0.2)\n", - " self.l4 = bp.layers.LSTMCell(num_recs[2], num_recs[3])\n", + " self.l4 = bp.dyn.LSTMCell(num_recs[2], num_recs[3])\n", " self.d4 = bp.layers.Dropout(0.2)\n", " self.lout = bp.layers.Dense(num_recs[3], num_out)\n", "\n", " def update(self, x):\n", - " x = x >> self.l2 >> self.d1\n", + " x = x >> self.l1 >> self.d1\n", " x = x >> self.l2 >> self.d2\n", " x = x >> self.l3 >> self.d3\n", " x = x >> self.l4 >> self.d4\n", @@ -823,14 +906,20 @@ "end_time": "2025-10-06T05:19:30.304527500Z", "start_time": "2023-04-15T17:18:09.308723Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:28.497076Z", + "iopub.status.busy": "2026-06-19T06:20:28.496917Z", + "iopub.status.idle": "2026-06-19T06:20:28.499977Z", + "shell.execute_reply": "2026-06-19T06:20:28.499329Z" + } }, "outputs": [], "source": [ "class NGRC(bp.DynamicalSystemNS):\n", " def __init__(self, num_in, num_out):\n", " super(NGRC, self).__init__(mode=bm.batching_mode)\n", - " self.r = bp.layers.NVAR(num_in, delay=4, order=2, stride=5, mode=bm.batching_mode)\n", + " self.r = bp.dyn.NVAR(num_in, delay=4, order=2, stride=5, mode=bm.batching_mode)\n", " self.o = bp.layers.Dense(self.r.num_out, num_out, mode=bm.training_mode)\n", "\n", " def update(self, x):\n", @@ -874,34 +963,41 @@ "end_time": "2025-10-06T05:19:30.304527500Z", "start_time": "2023-04-15T17:18:09.327180Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:20:28.501569Z", + "iopub.status.busy": "2026-06-19T06:20:28.501431Z", + "iopub.status.idle": "2026-06-19T06:20:28.902550Z", + "shell.execute_reply": "2026-06-19T06:20:28.901609Z" + } }, "outputs": [], "source": [ - "class SNN(bp.Network):\n", + "class SNN(bp.DynamicalSystem):\n", " def __init__(self, num_in, num_rec, num_out):\n", " super(SNN, self).__init__()\n", "\n", " # neuron groups\n", - " self.i = bp.neurons.InputGroup(num_in)\n", - " self.r = bp.neurons.LIF(num_rec, tau=10, V_reset=0, V_rest=0, V_th=1.)\n", - " self.o = bp.neurons.LeakyIntegrator(num_out, tau=5)\n", + " self.r = bp.dyn.LifRef(num_rec, tau=10, V_reset=0, V_rest=0, V_th=1.)\n", + " self.o = bp.dyn.Leaky(num_out, tau=5)\n", "\n", " # synapse: i->r\n", - " self.i2r = bp.synapses.Exponential(self.i, self.r, bp.conn.All2All(),\n", - " output=bp.synouts.CUBA(), tau=10.,\n", - " g_max=bp.init.KaimingNormal(scale=20.))\n", + " self.i2r = bp.dyn.HalfProjAlignPost(comm=bp.dnn.Linear(num_in, num_rec, bp.init.KaimingNormal(scale=20.)),\n", + " syn=bp.dyn.Expon(num_rec, tau=10.),\n", + " out=bp.dyn.CUBA(),\n", + " post=self.r)\n", " # synapse: r->o\n", - " self.r2o = bp.synapses.Exponential(self.r, self.o, bp.conn.All2All(),\n", - " output=bp.synouts.CUBA(), tau=10.,\n", - " g_max=bp.init.KaimingNormal(scale=20.))\n", + " self.r2o = bp.dyn.HalfProjAlignPost(comm=bp.dnn.Linear(num_rec, num_out, bp.init.KaimingNormal(scale=20.)),\n", + " syn=bp.dyn.Expon(num_out, tau=10.),\n", + " out=bp.dyn.CUBA(),\n", + " post=self.o)\n", "\n", - " def update(self, tdi, spike):\n", - " self.i2r(tdi, spike)\n", - " self.r2o(tdi)\n", - " self.r(tdi)\n", - " self.o(tdi)\n", - " return self.o.V.value\n", + " def update(self, spike):\n", + " self.i2r(spike)\n", + " self.r2o(self.r.spike.value)\n", + " self.r()\n", + " self.o()\n", + " return self.o.x.value\n", "\n", "with bm.training_environment():\n", " snn = SNN(10, 100, 2)" @@ -926,14 +1022,14 @@ "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.13.11" } }, "nbformat": 4, diff --git a/docs/tutorial_training/esn_introduction.ipynb b/docs/tutorial_training/esn_introduction.ipynb index b73bf0832..a166348d3 100644 --- a/docs/tutorial_training/esn_introduction.ipynb +++ b/docs/tutorial_training/esn_introduction.ipynb @@ -23,28 +23,25 @@ }, { "cell_type": "code", + "execution_count": 1, "id": "d16fe0ea", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:19:41.862234Z", "start_time": "2025-10-06T05:19:36.017437Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:03.127403Z", + "iopub.status.busy": "2026-06-19T06:18:03.127179Z", + "iopub.status.idle": "2026-06-19T06:18:09.087504Z", + "shell.execute_reply": "2026-06-19T06:18:09.086625Z" } }, - "source": [ - "import brainpy as bp\n", - "import brainpy.math as bm\n", - "\n", - "# enable x64 computation\n", - "bm.set_environment(x64=True, mode=bm.batching_mode)\n", - "bm.set_platform('cpu')\n", - "\n", - "bp.__version__" - ], "outputs": [ { "data": { "text/plain": [ - "'3.0.0'" + "'2.7.8'" ] }, "execution_count": 1, @@ -52,22 +49,34 @@ "output_type": "execute_result" } ], - "execution_count": 1 + "source": [ + "import brainpy as bp\n", + "import brainpy.math as bm\n", + "\n", + "# enable x64 computation\n", + "bm.set_environment(x64=True, mode=bm.batching_mode)\n", + "bm.set_platform('cpu')\n", + "\n", + "bp.__version__" + ] }, { "cell_type": "code", + "execution_count": 2, "id": "9b48823591979154", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:42.315175Z", "start_time": "2025-10-06T05:19:41.870274Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:09.089257Z", + "iopub.status.busy": "2026-06-19T06:18:09.089009Z", + "iopub.status.idle": "2026-06-19T06:18:09.144921Z", + "shell.execute_reply": "2026-06-19T06:18:09.143583Z" } }, - "source": [ - "import brainpy_datasets as bd\n", - "bd.__version__" - ], "outputs": [ { "data": { @@ -80,23 +89,32 @@ "output_type": "execute_result" } ], - "execution_count": 2 + "source": [ + "import brainpy_datasets as bd\n", + "bd.__version__" + ] }, { "cell_type": "code", + "execution_count": 3, "id": "27c24a791cc1b886", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:42.322881Z", "start_time": "2025-10-06T05:19:42.318980Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:09.146669Z", + "iopub.status.busy": "2026-06-19T06:18:09.146506Z", + "iopub.status.idle": "2026-06-19T06:18:09.149247Z", + "shell.execute_reply": "2026-06-19T06:18:09.148321Z" } }, + "outputs": [], "source": [ "import matplotlib.pyplot as plt" - ], - "outputs": [], - "execution_count": 3 + ] }, { "cell_type": "markdown", @@ -211,13 +229,21 @@ }, { "cell_type": "code", + "execution_count": 4, "id": "f5a27c7c", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:19:42.331478Z", "start_time": "2025-10-06T05:19:42.326632Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:09.151031Z", + "iopub.status.busy": "2026-06-19T06:18:09.150897Z", + "iopub.status.idle": "2026-06-19T06:18:09.154604Z", + "shell.execute_reply": "2026-06-19T06:18:09.153733Z" } }, + "outputs": [], "source": [ "def plot_mackey_glass_series(ts, x_series, x_tau_series, num_sample):\n", " plt.figure(figsize=(13, 5))\n", @@ -241,9 +267,7 @@ "\n", " plt.tight_layout()\n", " plt.show()" - ], - "outputs": [], - "execution_count": 4 + ] }, { "cell_type": "markdown", @@ -255,51 +279,58 @@ }, { "cell_type": "code", + "execution_count": 5, "id": "35a36069", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:19:43.711920Z", "start_time": "2025-10-06T05:19:42.334507Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:09.156036Z", + "iopub.status.busy": "2026-06-19T06:18:09.155906Z", + "iopub.status.idle": "2026-06-19T06:18:09.975174Z", + "shell.execute_reply": "2026-06-19T06:18:09.974389Z" } }, + "outputs": [], "source": [ "dt = 0.1\n", "mg_data = bd.chaos.MackeyGlassEq(25000, dt=dt, tau=17, beta=0.2, gamma=0.1, n=10)\n", "ts = mg_data.ts\n", "xs = mg_data.xs\n", "ys = mg_data.ys" - ], - "outputs": [], - "execution_count": 5 + ] }, { "cell_type": "code", + "execution_count": 6, "id": "97c333a1", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:19:48.885779Z", "start_time": "2025-10-06T05:19:47.747236Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:09.977190Z", + "iopub.status.busy": "2026-06-19T06:18:09.977040Z", + "iopub.status.idle": "2026-06-19T06:18:10.430683Z", + "shell.execute_reply": "2026-06-19T06:18:10.429858Z" } }, - "source": [ - "plot_mackey_glass_series(ts, xs, ys, num_sample=int(1000 / dt))" - ], "outputs": [ { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/2780721523.py:22: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], - "execution_count": 6 + "source": [ + "plot_mackey_glass_series(ts, xs, ys, num_sample=int(1000 / dt))" + ] }, { "cell_type": "markdown", @@ -321,14 +352,22 @@ }, { "cell_type": "code", + "execution_count": 7, "id": "3b6f5d5866d3fc77", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:48.904459Z", "start_time": "2025-10-06T05:19:48.897620Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:10.432445Z", + "iopub.status.busy": "2026-06-19T06:18:10.432303Z", + "iopub.status.idle": "2026-06-19T06:18:10.435651Z", + "shell.execute_reply": "2026-06-19T06:18:10.434931Z" } }, + "outputs": [], "source": [ "def get_data(t_warm, t_forcast, t_train, sample_rate=1):\n", " warmup = int(t_warm / dt) # warmup the reservoir\n", @@ -351,36 +390,57 @@ " Y_test = bm.expand_dims(Y_test, 0)\n", "\n", " return X_warm, X_train, Y_train, X_test, Y_test" - ], - "outputs": [], - "execution_count": 7 + ] }, { "cell_type": "code", + "execution_count": 8, "id": "bd5802ff", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:19:49.047593Z", "start_time": "2025-10-06T05:19:48.933561Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:10.437277Z", + "iopub.status.busy": "2026-06-19T06:18:10.437142Z", + "iopub.status.idle": "2026-06-19T06:18:10.536922Z", + "shell.execute_reply": "2026-06-19T06:18:10.535915Z" } }, + "outputs": [], "source": [ "# First warmup the reservoir using the first 100 ms\n", "# Then, train the network in 20000 ms to predict 1 ms chaotic series ahead\n", "x_warm, x_train, y_train, x_test, y_test = get_data(100, 1, 20000)" - ], - "outputs": [], - "execution_count": 8 + ] }, { "cell_type": "code", + "execution_count": 9, "id": "df163553", "metadata": { "ExecuteTime": { "end_time": "2025-10-06T05:19:49.225401Z", "start_time": "2025-10-06T05:19:49.065721Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:10.539152Z", + "iopub.status.busy": "2026-06-19T06:18:10.538999Z", + "iopub.status.idle": "2026-06-19T06:18:10.579741Z", + "shell.execute_reply": "2026-06-19T06:18:10.578891Z" } }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/2669475712.py:6: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] + } + ], "source": [ "sample = 3000\n", "fig = plt.figure(figsize=(15, 5))\n", @@ -388,23 +448,7 @@ "plt.plot(y_train[0, :sample], label=\"True prediction\")\n", "plt.legend()\n", "plt.show()" - ], - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ], - "image/png": "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" - }, - "metadata": {}, - "output_type": "display_data", - "jetTransient": { - "display_id": null - } - } - ], - "execution_count": 9 + ] }, { "cell_type": "markdown", @@ -416,20 +460,28 @@ }, { "cell_type": "code", + "execution_count": 10, "id": "f111f4dcc4a24a3c", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:49.248395Z", "start_time": "2025-10-06T05:19:49.243899Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:10.581598Z", + "iopub.status.busy": "2026-06-19T06:18:10.581442Z", + "iopub.status.idle": "2026-06-19T06:18:10.584654Z", + "shell.execute_reply": "2026-06-19T06:18:10.583867Z" } }, + "outputs": [], "source": [ "class ESN(bp.DynamicalSystemNS):\n", " def __init__(self, num_in, num_hidden, num_out, sr=1., leaky_rate=0.3,\n", " Win_initializer=bp.init.Uniform(0, 0.2)):\n", " super(ESN, self).__init__()\n", - " self.r = bp.layers.Reservoir(\n", + " self.r = bp.dyn.Reservoir(\n", " num_in, num_hidden,\n", " Win_initializer=Win_initializer,\n", " spectral_radius=sr,\n", @@ -439,9 +491,7 @@ "\n", " def update(self, x):\n", " return x >> self.r >> self.o" - ], - "outputs": [], - "execution_count": 10 + ] }, { "cell_type": "markdown", @@ -453,34 +503,27 @@ }, { "cell_type": "code", + "execution_count": 11, "id": "8ee754bea54618b5", "metadata": { - "collapsed": false, "ExecuteTime": { "end_time": "2025-10-06T05:19:49.678928Z", "start_time": "2025-10-06T05:19:49.278388Z" + }, + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:10.586527Z", + "iopub.status.busy": "2026-06-19T06:18:10.586390Z", + "iopub.status.idle": "2026-06-19T06:18:11.849230Z", + "shell.execute_reply": "2026-06-19T06:18:11.848210Z" } }, + "outputs": [], "source": [ "model = ESN(1, 100, 1)\n", "model.reset(1)\n", "trainer = bp.RidgeTrainer(model, alpha=1e-6)" - ], - "outputs": [ - { - "ename": "AttributeError", - "evalue": "module 'brainpy.layers' has no attribute 'Reservoir'", - "output_type": "error", - "traceback": [ - "\u001B[31m---------------------------------------------------------------------------\u001B[39m", - "\u001B[31mAttributeError\u001B[39m Traceback (most recent call last)", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[11]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m model = ESN(\u001B[32m1\u001B[39m, \u001B[32m100\u001B[39m, \u001B[32m1\u001B[39m)\n\u001B[32m 2\u001B[39m model.reset(\u001B[32m1\u001B[39m)\n\u001B[32m 3\u001B[39m trainer = bp.RidgeTrainer(model, alpha=\u001B[32m1e-6\u001B[39m)\n", - "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[10]\u001B[39m\u001B[32m, line 5\u001B[39m, in \u001B[36mESN.__init__\u001B[39m\u001B[34m(self, num_in, num_hidden, num_out, sr, leaky_rate, Win_initializer)\u001B[39m\n\u001B[32m 2\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m__init__\u001B[39m(\u001B[38;5;28mself\u001B[39m, num_in, num_hidden, num_out, sr=\u001B[32m1.\u001B[39m, leaky_rate=\u001B[32m0.3\u001B[39m,\n\u001B[32m 3\u001B[39m Win_initializer=bp.init.Uniform(\u001B[32m0\u001B[39m, \u001B[32m0.2\u001B[39m)):\n\u001B[32m 4\u001B[39m \u001B[38;5;28msuper\u001B[39m(ESN, \u001B[38;5;28mself\u001B[39m).\u001B[34m__init__\u001B[39m()\n\u001B[32m----> \u001B[39m\u001B[32m5\u001B[39m \u001B[38;5;28mself\u001B[39m.r = bp.layers.Reservoir(\n\u001B[32m 6\u001B[39m num_in, num_hidden,\n\u001B[32m 7\u001B[39m Win_initializer=Win_initializer,\n\u001B[32m 8\u001B[39m spectral_radius=sr,\n\u001B[32m 9\u001B[39m leaky_rate=leaky_rate,\n\u001B[32m 10\u001B[39m )\n\u001B[32m 11\u001B[39m \u001B[38;5;28mself\u001B[39m.o = bp.layers.Dense(num_hidden, num_out, mode=bm.training_mode)\n", - "\u001B[31mAttributeError\u001B[39m: module 'brainpy.layers' has no attribute 'Reservoir'" - ] - } - ], - "execution_count": 11 + ] }, { "cell_type": "code", @@ -491,13 +534,19 @@ "end_time": "2025-10-06T05:19:49.756878300Z", "start_time": "2023-04-15T17:22:47.185659Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:11.851463Z", + "iopub.status.busy": "2026-06-19T06:18:11.851323Z", + "iopub.status.idle": "2026-06-19T06:18:11.957814Z", + "shell.execute_reply": "2026-06-19T06:18:11.956869Z" + } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "66e348f39366479f841fab49abff6a93", + "model_id": "521f9a54522e4045965fd79e65e284f2", "version_major": 2, "version_minor": 0 }, @@ -523,13 +572,19 @@ "end_time": "2025-10-06T05:19:49.756878300Z", "start_time": "2023-04-15T17:22:47.336957Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:11.959876Z", + "iopub.status.busy": "2026-06-19T06:18:11.959727Z", + "iopub.status.idle": "2026-06-19T06:18:12.555884Z", + "shell.execute_reply": "2026-06-19T06:18:12.554998Z" + } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "902ef6dbe276478a8a637d2d25b3e717", + "model_id": "72eb16f2a77746c88e17d6c4627476c4", "version_major": 2, "version_minor": 0 }, @@ -543,7 +598,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "282d554412574a998d8466ca23b3ba42", + "model_id": "d8778104a06e4686b0c6f0d0b39414ee", "version_major": 2, "version_minor": 0 }, @@ -576,13 +631,19 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.756878300Z", "start_time": "2023-04-15T17:22:51.428474Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:12.558134Z", + "iopub.status.busy": "2026-06-19T06:18:12.557960Z", + "iopub.status.idle": "2026-06-19T06:18:12.849670Z", + "shell.execute_reply": "2026-06-19T06:18:12.848977Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4aea46d8ba2e4903bca202730f443bdc", + "model_id": "10cbe4eac936403b8a9380e336c88408", "version_major": 2, "version_minor": 0 }, @@ -607,18 +668,22 @@ "end_time": "2025-10-06T05:19:49.758575800Z", "start_time": "2023-04-15T17:22:54.421317Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:12.851319Z", + "iopub.status.busy": "2026-06-19T06:18:12.851187Z", + "iopub.status.idle": "2026-06-19T06:18:12.944017Z", + "shell.execute_reply": "2026-06-19T06:18:12.943112Z" + } }, "outputs": [ { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/2040322180.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -650,13 +715,19 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.758575800Z", "start_time": "2023-04-15T17:22:54.641561Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:12.945603Z", + "iopub.status.busy": "2026-06-19T06:18:12.945465Z", + "iopub.status.idle": "2026-06-19T06:18:13.188514Z", + "shell.execute_reply": "2026-06-19T06:18:13.187635Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5333d68fe45343a6859fe085a7e8d5eb", + "model_id": "62f159c14f2742f39f1cca1c43f70fb9", "version_major": 2, "version_minor": 0 }, @@ -668,14 +739,12 @@ "output_type": "display_data" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/3100741603.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -707,6 +776,12 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.758575800Z", "start_time": "2023-04-15T17:22:55.700666Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:13.190196Z", + "iopub.status.busy": "2026-06-19T06:18:13.190054Z", + "iopub.status.idle": "2026-06-19T06:18:13.227309Z", + "shell.execute_reply": "2026-06-19T06:18:13.226433Z" } }, "outputs": [], @@ -724,18 +799,22 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.759954100Z", "start_time": "2023-04-15T17:22:55.779054Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:13.229037Z", + "iopub.status.busy": "2026-06-19T06:18:13.228886Z", + "iopub.status.idle": "2026-06-19T06:18:13.238883Z", + "shell.execute_reply": "2026-06-19T06:18:13.238123Z" } }, "outputs": [ { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/64690267.py:6: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -755,6 +834,12 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.762033Z", "start_time": "2023-04-15T17:22:55.888704Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:13.240353Z", + "iopub.status.busy": "2026-06-19T06:18:13.240213Z", + "iopub.status.idle": "2026-06-19T06:18:14.062576Z", + "shell.execute_reply": "2026-06-19T06:18:14.061747Z" } }, "outputs": [], @@ -773,13 +858,19 @@ "end_time": "2025-10-06T05:19:49.762033Z", "start_time": "2023-04-15T17:22:56.170280Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:14.064470Z", + "iopub.status.busy": "2026-06-19T06:18:14.064299Z", + "iopub.status.idle": "2026-06-19T06:18:14.649395Z", + "shell.execute_reply": "2026-06-19T06:18:14.648550Z" + } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "19571b6925eb43ffb317719433a1984f", + "model_id": "471d7f78fa34432f96d3b714c988d683", "version_major": 2, "version_minor": 0 }, @@ -793,7 +884,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9d720927911a4d568198f0730a3ff501", + "model_id": "87f966193b114c73b98a0c1836dd6508", "version_major": 2, "version_minor": 0 }, @@ -807,7 +898,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "969231b3a92a4ceeaefff724579f0088", + "model_id": "9fa3f92a6041411fba40700a787b6a88", "version_major": 2, "version_minor": 0 }, @@ -835,13 +926,19 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.786225700Z", "start_time": "2023-04-15T17:22:59.783342Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:14.651611Z", + "iopub.status.busy": "2026-06-19T06:18:14.651463Z", + "iopub.status.idle": "2026-06-19T06:18:14.899132Z", + "shell.execute_reply": "2026-06-19T06:18:14.898406Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3c133ef8415441869e6dd7d76cdb3e53", + "model_id": "779cbfe0811a473fafc10454f5187c8a", "version_major": 2, "version_minor": 0 }, @@ -853,14 +950,12 @@ "output_type": "display_data" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/848350788.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -910,13 +1005,19 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.787539Z", "start_time": "2023-04-15T17:23:00.802155Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:14.901328Z", + "iopub.status.busy": "2026-06-19T06:18:14.901186Z", + "iopub.status.idle": "2026-06-19T06:18:19.502749Z", + "shell.execute_reply": "2026-06-19T06:18:19.501871Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "122e2759fcbc45768a8c4d66af8905bd", + "model_id": "215d0dbc18b14505a33857ff69b17a0a", "version_major": 2, "version_minor": 0 }, @@ -930,7 +1031,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "422e1756d75f493c948cf3197e2c35ad", + "model_id": "790a1b1cca2e420f8fd61210603a0fe7", "version_major": 2, "version_minor": 0 }, @@ -944,7 +1045,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "55170bd69590432fafb10c4ec78b1f18", + "model_id": "b7cdc73ff52048d3970dd49971739dcf", "version_major": 2, "version_minor": 0 }, @@ -958,7 +1059,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "927fe1ca365f45ae835a2d988b23f535", + "model_id": "0a398ce79fe148819f641c39339d669a", "version_major": 2, "version_minor": 0 }, @@ -972,7 +1073,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0d05063cff384089a4e3f2b2fb094fd7", + "model_id": "076353a8b9c547a18ac0e0fffd6c5692", "version_major": 2, "version_minor": 0 }, @@ -984,14 +1085,12 @@ "output_type": "display_data" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/624817779.py:16: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1047,13 +1146,19 @@ "end_time": "2025-10-06T05:19:49.787539Z", "start_time": "2023-04-15T17:23:03.672621Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:19.504805Z", + "iopub.status.busy": "2026-06-19T06:18:19.504632Z", + "iopub.status.idle": "2026-06-19T06:18:21.776679Z", + "shell.execute_reply": "2026-06-19T06:18:21.775880Z" + } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d2fd595905f541499b84fa54fbd54777", + "model_id": "25949200e3314c2aabb4af0076fb172c", "version_major": 2, "version_minor": 0 }, @@ -1067,7 +1172,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e81eadb557eb4f63912b913a246d65b7", + "model_id": "fa3e38ada7bc446693737113f87d464d", "version_major": 2, "version_minor": 0 }, @@ -1081,7 +1186,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8337b4087a3643c2a56a1d5b20bf1c0f", + "model_id": "5b0611340235458e91edb135c05f100a", "version_major": 2, "version_minor": 0 }, @@ -1093,14 +1198,12 @@ "output_type": "display_data" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/2979687182.py:16: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1151,13 +1254,19 @@ "end_time": "2025-10-06T05:19:49.789704300Z", "start_time": "2023-04-15T17:23:05.583860Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:21.778416Z", + "iopub.status.busy": "2026-06-19T06:18:21.778274Z", + "iopub.status.idle": "2026-06-19T06:18:25.257409Z", + "shell.execute_reply": "2026-06-19T06:18:25.256472Z" + } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "97b52048324a4a5dbb595a3022024f13", + "model_id": "2d26b9e31fd642b1b5d78b26a73ab676", "version_major": 2, "version_minor": 0 }, @@ -1171,7 +1280,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f5c4fc5c4f48448d8814de88b7597846", + "model_id": "84839d46777e4b28b21b60084853986d", "version_major": 2, "version_minor": 0 }, @@ -1185,7 +1294,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "cb68f781a2f346ddbf8e0811a9ca6b2e", + "model_id": "174e46567a884ee6a0aae0669cbd96de", "version_major": 2, "version_minor": 0 }, @@ -1199,7 +1308,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ab08542d0b314403b2c3c1a6d118e908", + "model_id": "ad80899e2f13439aab75530a0a13a42b", "version_major": 2, "version_minor": 0 }, @@ -1211,14 +1320,12 @@ "output_type": "display_data" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/3240855441.py:17: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1257,13 +1364,19 @@ "ExecuteTime": { "end_time": "2025-10-06T05:19:49.789704300Z", "start_time": "2023-04-15T17:23:07.952611Z" + }, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:25.259409Z", + "iopub.status.busy": "2026-06-19T06:18:25.259256Z", + "iopub.status.idle": "2026-06-19T06:18:28.474165Z", + "shell.execute_reply": "2026-06-19T06:18:28.473350Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "eed3d77ed4c74a8ea3ad93d6d31498b2", + "model_id": "e1413240f23c451680b81999c962891e", "version_major": 2, "version_minor": 0 }, @@ -1277,7 +1390,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "096462a1629a401e8be76963ba0d3eb7", + "model_id": "1d321956186a4652a033d24bf1108a50", "version_major": 2, "version_minor": 0 }, @@ -1291,7 +1404,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c2f91ad2498f4f0fb888a458106ccf6d", + "model_id": "6ea5280a0a5140a5a4f69226fe2207fe", "version_major": 2, "version_minor": 0 }, @@ -1305,7 +1418,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "ddf9ec0540e44fec83e7fc253ff2705c", + "model_id": "cac95020db744042821ccb9121aba3f3", "version_major": 2, "version_minor": 0 }, @@ -1317,14 +1430,12 @@ "output_type": "display_data" }, { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/3494737551.py:17: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1379,7 +1490,13 @@ "end_time": "2025-10-06T05:19:49.789704300Z", "start_time": "2023-04-15T17:23:10.429696Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:28.475871Z", + "iopub.status.busy": "2026-06-19T06:18:28.475731Z", + "iopub.status.idle": "2026-06-19T06:18:28.604647Z", + "shell.execute_reply": "2026-06-19T06:18:28.603822Z" + } }, "outputs": [], "source": [ @@ -1397,18 +1514,22 @@ "end_time": "2025-10-06T05:19:49.790744800Z", "start_time": "2023-04-15T17:23:10.529119Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:28.606756Z", + "iopub.status.busy": "2026-06-19T06:18:28.606600Z", + "iopub.status.idle": "2026-06-19T06:18:28.649539Z", + "shell.execute_reply": "2026-06-19T06:18:28.648647Z" + } }, "outputs": [ { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/1690837499.py:6: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1429,7 +1550,13 @@ "end_time": "2025-10-06T05:19:49.790744800Z", "start_time": "2023-04-15T17:23:10.701426Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:28.651286Z", + "iopub.status.busy": "2026-06-19T06:18:28.651141Z", + "iopub.status.idle": "2026-06-19T06:18:29.136478Z", + "shell.execute_reply": "2026-06-19T06:18:29.135522Z" + } }, "outputs": [], "source": [ @@ -1447,13 +1574,19 @@ "end_time": "2025-10-06T05:19:49.790744800Z", "start_time": "2023-04-15T17:23:10.717352Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:29.138446Z", + "iopub.status.busy": "2026-06-19T06:18:29.138283Z", + "iopub.status.idle": "2026-06-19T06:18:29.575231Z", + "shell.execute_reply": "2026-06-19T06:18:29.574445Z" + } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "659e3bc00c3c4b6b8f8e24cf5cdcb367", + "model_id": "5934aeafa17f47718dac16b58c2d3c5a", "version_major": 2, "version_minor": 0 }, @@ -1467,7 +1600,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5b136a3c96e34759a916e5c2545f2dc1", + "model_id": "88dc62ff74c14fa588b5c957522f3307", "version_major": 2, "version_minor": 0 }, @@ -1481,7 +1614,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "227d770e48f14c9cb6ae839a9a098aec", + "model_id": "c180b3cb125145ef81098a86e54460b6", "version_major": 2, "version_minor": 0 }, @@ -1495,7 +1628,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "58deff8950e1470ab13dd6ecfced1eb2", + "model_id": "5bc0cf63cdb54116958948c1c556dda7", "version_major": 2, "version_minor": 0 }, @@ -1527,18 +1660,22 @@ "end_time": "2025-10-06T05:19:49.790744800Z", "start_time": "2023-04-15T17:23:11.800931Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:29.577195Z", + "iopub.status.busy": "2026-06-19T06:18:29.577034Z", + "iopub.status.idle": "2026-06-19T06:18:29.670440Z", + "shell.execute_reply": "2026-06-19T06:18:29.669475Z" + } }, "outputs": [ { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/2484678155.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1563,7 +1700,13 @@ "end_time": "2025-10-06T05:19:49.790744800Z", "start_time": "2023-04-15T17:23:11.998557Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:29.672455Z", + "iopub.status.busy": "2026-06-19T06:18:29.672307Z", + "iopub.status.idle": "2026-06-19T06:18:29.674996Z", + "shell.execute_reply": "2026-06-19T06:18:29.674271Z" + } }, "outputs": [], "source": [ @@ -1579,9 +1722,38 @@ "end_time": "2025-10-06T05:19:49.791754200Z", "start_time": "2023-04-15T17:23:12.017029Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:29.676777Z", + "iopub.status.busy": "2026-06-19T06:18:29.676627Z", + "iopub.status.idle": "2026-06-19T06:18:29.861114Z", + "shell.execute_reply": "2026-06-19T06:18:29.860007Z" + } }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/mnt/d/codes/projects/BrainPy/.claude/worktrees/notebooks-fix/brainpy/dynsys.py:474: UserWarning: \n", + "From brainpy>=2.4.3, update() function no longer needs to receive a global shared argument.\n", + "\n", + "Instead of using:\n", + "\n", + " def update(self, tdi, *args, **kwagrs):\n", + " t = tdi['t']\n", + " ...\n", + "\n", + "Please use:\n", + "\n", + " def update(self, *args, **kwagrs):\n", + " t = bp.share['t']\n", + " ...\n", + "\n", + " warnings.warn(_update_deprecate_msg, UserWarning)\n" + ] + } + ], "source": [ "outputs = [x_test[:, 0]]\n", "truths = [x_test[:, 1]]\n", @@ -1601,18 +1773,22 @@ "end_time": "2025-10-06T05:19:49.791754200Z", "start_time": "2023-04-15T17:23:12.340448Z" }, - "collapsed": false + "collapsed": false, + "execution": { + "iopub.execute_input": "2026-06-19T06:18:29.862873Z", + "iopub.status.busy": "2026-06-19T06:18:29.862723Z", + "iopub.status.idle": "2026-06-19T06:18:29.872053Z", + "shell.execute_reply": "2026-06-19T06:18:29.871171Z" + } }, "outputs": [ { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_76030/1500110517.py:5: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " plt.show()\n" + ] } ], "source": [ @@ -1665,7 +1841,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.11" + "version": "3.13.11" }, "latex_envs": { "LaTeX_envs_menu_present": true, @@ -1702,6 +1878,10454 @@ }, "toc_section_display": true, "toc_window_display": true + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "state": { + "0340d78ea13243f19bb652d484ad6824": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0394eb54f4594d138c212a8734b9a5fe": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_320edea8fcba41849ee6d4360c120230", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_051c72f4364544d994db60e80e0c642d", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "03f2f5a0bfe64499b7cb0de5aae64115": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "051c72f4364544d994db60e80e0c642d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "05485163f7d44f7e917abebd2938cb2e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_33514a884c9d49058e6ea836b6002c07", + "placeholder": "​", + "style": "IPY_MODEL_5e67e8f2160f47ebba607f24a9cd7739", + "tabbable": null, + "tooltip": null, + "value": " 48990/48990 [00:00<00:00, 927105.16it/s]" + } + }, + "076353a8b9c547a18ac0e0fffd6c5692": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_ce89168d8f4e47bcad393910e5f21a0c", + "IPY_MODEL_d889890b02914f69bb049cc9a6160cf2", + "IPY_MODEL_c5ad1bdd73954afc907f9fd1208f2f90" + ], + "layout": "IPY_MODEL_0bff8f6c651a4b89a4cbaf60335f0a52", + "tabbable": null, + "tooltip": null + } + }, + "07dd1cef5ebf4ffeb37bfa4211945957": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_58b1223ba2a64a02b035cd9f7047b878", + "placeholder": "​", + "style": "IPY_MODEL_2020b3b87d894f6fa18f885f582c7f60", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "085d3756cf534a5dafe9763067e7c5e6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_19679bd1f7b046e4aed15d918db2ded7", + "placeholder": "​", + "style": "IPY_MODEL_c3a65edc611f4d55b9d550f9ade0b9f2", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 598544.99it/s]" + } + }, + "08d741888ebd406f9055d1e474820e32": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "09e9bf698502423495226986399d42e6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "0a398ce79fe148819f641c39339d669a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_1ab2910cff6545e69960cc02de7b8a65", + "IPY_MODEL_6b8487561a534d29a65f3c58fb916671", + "IPY_MODEL_fdff36d0e2a3404d9cac11dc1a46097a" + ], + "layout": "IPY_MODEL_9a9c5ff95b7e4da99c316213050b4398", + "tabbable": null, + "tooltip": null + } + }, + "0bff8f6c651a4b89a4cbaf60335f0a52": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0ce98b65cbc34b85823bcd41d693e2ae": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0edf20ddd0c84f3496719c3099994c77": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "0f013e7b594d4e97ace460429cc595c4": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "0f19a70aaa2d4fdbade6c306d8edd0db": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "10388d7558004bc6b8c29d410f809b7f": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "109ddf73c11d4c169957e860f498d534": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "10cbe4eac936403b8a9380e336c88408": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_5a06729063a1426d8460bbc0273ce3ca", + "IPY_MODEL_f96cfb4c38734f8fa1daa4c643b581c1", + "IPY_MODEL_6df29b1b5c49417c96df452aca048e6a" + ], + "layout": "IPY_MODEL_ca76632237e548f38df3ddc0304914c2", + "tabbable": null, + "tooltip": null + } + }, + "1103da5414024479ab8cf2b6c8d8d49f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_ddbcf56e4011476abd473b340b697658", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_f74b409ff7d34a41b96a9fd6af2c7a42", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "1153c0f71bd74bd393fa720028367416": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_2e27a526216d4858b64cc51d63852f08", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_46aa2e2a2b1d49b4b6ccf8b19d5120fa", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "116c2a2393f54337a50f655a6db05859": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_08d741888ebd406f9055d1e474820e32", + "placeholder": "​", + "style": "IPY_MODEL_25b710af3ae648048c33febebd1572f0", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 612512.81it/s]" + } + }, + "1198a6eb85274d6dad9c8f808fedfc35": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "119b8d8b6ce04ee1b3971a67c6ddd58f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_452384af28904e79af41d7b673c82c5f", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_b710d891bfe143d2890aa6407dcfe810", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "12484c4e2d044dd587cc20cb4b0a89e0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_afc4d30f30e2458a8b804d29654811ab", + "placeholder": "​", + "style": "IPY_MODEL_e08e864dad144108910c5f7d4b5da80c", + "tabbable": null, + "tooltip": null, + "value": " 1/1 [00:00<00:00, 11.77it/s]" + } + }, + "12d26bbde72f4dd3a3b9fc99289a722e": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "12d50d18eb814e959823409ef6cebb61": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "130a8a57eb8646febc5e3e29af8fac23": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "15ff1987513246e2ab530d0e4ec0093a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "16142825136f4cbf9d59ba2a593da603": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_a68555468b404591bad9334729ff0415", + "placeholder": "​", + "style": "IPY_MODEL_1936c930ae5d4629b5499308fbf32394", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "16ed5458111340679afff3e93e5c3191": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "16f9663f53124119babc9d62d47449db": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_b68133483b244b1fa6284bcf07749809", + "placeholder": "​", + "style": "IPY_MODEL_5c2a3c2a6aad45a3af765e2e203783fc", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "17103f6ae22f4ee19d58a2908ddcc502": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "174e46567a884ee6a0aae0669cbd96de": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_07dd1cef5ebf4ffeb37bfa4211945957", + "IPY_MODEL_1103da5414024479ab8cf2b6c8d8d49f", + "IPY_MODEL_da7bc096bb1f4ac587ebd5954ad74008" + ], + "layout": "IPY_MODEL_72da766b82a64fa2ab2ec183dd88faa4", + "tabbable": null, + "tooltip": null + } + }, + "186de83210de49d884e1d0535caedaab": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_799f0e29770b4dfd8e12edaf84ce03d7", + "placeholder": "​", + "style": "IPY_MODEL_79d5f10b956342d8ab37afd1ec1d8e70", + "tabbable": null, + "tooltip": null, + "value": " 1/1 [00:00<00:00,  6.15it/s]" + } + }, + "1936c930ae5d4629b5499308fbf32394": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "19679bd1f7b046e4aed15d918db2ded7": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "1ab2910cff6545e69960cc02de7b8a65": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_0ce98b65cbc34b85823bcd41d693e2ae", + "placeholder": "​", + "style": "IPY_MODEL_6a713cc096e240529276b0012c42c29e", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "1baf69f4274f421da0fd5ed57ad604a2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "1cfd583530b9427784bf687b70a50b59": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "1d321956186a4652a033d24bf1108a50": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_5b543c6a06824992ba2408241b23e3c4", + "IPY_MODEL_cb0993a064a343828b2d0cefa3e1cb31", + "IPY_MODEL_d32cb6dc3f294eb5bc3a81ba0699f765" + ], + "layout": "IPY_MODEL_c58b61b5a7ea457eb43d5935ea20eeea", + "tabbable": null, + "tooltip": null + } + }, + "2020b3b87d894f6fa18f885f582c7f60": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "215d0dbc18b14505a33857ff69b17a0a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_2c92cc9e6039476ab3a4a1cbb53b0f62", + "IPY_MODEL_0394eb54f4594d138c212a8734b9a5fe", + "IPY_MODEL_4b3f290339814d2eb1d20c3cb54abf5f" + ], + "layout": "IPY_MODEL_879cfce0aff647b59193fd20e8e822a4", + "tabbable": null, + "tooltip": null + } + }, + "218136b2a4b44d1ca59bbc1f25afe5ea": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "21b33ba04c174685b43d2659eeec8fd0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "2201c8f233254674af49e5bc57121d7e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_e5c2d6db7c5d406b900de0e86e50dedf", + "placeholder": "​", + "style": "IPY_MODEL_0edf20ddd0c84f3496719c3099994c77", + "tabbable": null, + "tooltip": null, + "value": " 20000/20000 [00:00<00:00, 787832.87it/s]" + } + }, + "225977e48cc149c18431c409d05a532b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "227ba049900f4424acf3ba527fceb534": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_5e14a9a563a342f1a6f8b5284f3d0f9d", + "placeholder": "​", + "style": "IPY_MODEL_1baf69f4274f421da0fd5ed57ad604a2", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 643456.06it/s]" + } + }, + "22c57975c7c548099a28da8cdae13715": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "22e6b333c4d24eadab0cb2885e08d996": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_6b39283d1a5f4a0bba05eb7c71ab47ee", + "max": 1.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_e9a96245cd2447638b75690069d49610", + "tabbable": null, + "tooltip": null, + "value": 1.0 + } + }, + "25949200e3314c2aabb4af0076fb172c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_b8e941e332ec4846a8645b0606295e41", + "IPY_MODEL_6b15581e22054cb283da69acbc168c04", + "IPY_MODEL_80dd898d0abd4009998d695d6f52581a" + ], + "layout": "IPY_MODEL_3589dd9f1e28429c837c675bd13876ae", + "tabbable": null, + "tooltip": null + } + }, + "25b710af3ae648048c33febebd1572f0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "25bb244399654b08ac76eb0025477ef4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_03f2f5a0bfe64499b7cb0de5aae64115", + "placeholder": "​", + "style": "IPY_MODEL_bace872be23046ef95e18ff44cd4131a", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "263cb22bc9e646dfb4a8e89d9026b60d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_48c591ca2b5948b29244f0221730e49a", + "max": 1000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_22c57975c7c548099a28da8cdae13715", + "tabbable": null, + "tooltip": null, + "value": 1000.0 + } + }, + "27c1767be01740c8ab8569c7da71b261": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "295ee05781574973b202d6585ffe9819": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "2c92cc9e6039476ab3a4a1cbb53b0f62": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_b88f4fe9d6734310955b7b87e6a04feb", + "placeholder": "​", + "style": "IPY_MODEL_8690d4c79b8743ce954d6a0a8b5e3b1a", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "2cc170dead504929abb7c7d1cb3dbd87": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2cd66d32f3ed46ac9593de36abfe6bf8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2d26b9e31fd642b1b5d78b26a73ab676": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_25bb244399654b08ac76eb0025477ef4", + "IPY_MODEL_77c82c1bd80e413388b8f1abbb2448dd", + "IPY_MODEL_fcfc0610db9d4c7ca9c5cf50b8d5e17c" + ], + "layout": "IPY_MODEL_efa2cdb086fa48418fc5cdeaf61005c4", + "tabbable": null, + "tooltip": null + } + }, + "2e03e85a497f46b181d5255e2ab6a29d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "2e27a526216d4858b64cc51d63852f08": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "31f7420de5244c46b6885c6b7d2cba2c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_4d36768f76104462a005dd7afa840688", + "placeholder": "​", + "style": "IPY_MODEL_c24907d2cf564ae983f96a580bd8875f", + "tabbable": null, + "tooltip": null, + "value": " 1/1 [00:00<00:00,  4.87it/s]" + } + }, + "320edea8fcba41849ee6d4360c120230": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "334c0dd57d814975a65ebca1303264d9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "33514a884c9d49058e6ea836b6002c07": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3366525f581847a4bd58bf6b9752d189": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "33ebd9da2bce42fb9e67606b3793b7b8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3467d7fea50f425cb27b8f10023fefa6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "34681cf3fca346c8b59242ba768b7a94": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "3523f03db9af40b698f527dcf9700582": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_4de3802ddd89411d894e108f116c3e55", + "placeholder": "​", + "style": "IPY_MODEL_488ab9913a5c4eebb8729b60a750ce51", + "tabbable": null, + "tooltip": null, + "value": "Train 1 nodes: : 100%" + } + }, + "3589dd9f1e28429c837c675bd13876ae": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "35f939263dbe4faaaafd105fa38615e1": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "360d4650f27d4242b3f10a4bfc84e7ea": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_0340d78ea13243f19bb652d484ad6824", + "placeholder": "​", + "style": "IPY_MODEL_5f10a7c787ff4dd6a8e3bcbba3bd279b", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "3a9e6b586c774af08346198e4c5dacff": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "3bc42bc15ce6419bb5ae6504bb38a2ba": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "3d1e23bc77d9458382e728e9730e1f66": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3d396e16dfa94d24b5e301438f6b7941": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "3dfe2828ae8845c4ad8a048c66d94e62": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "3e1cc84a894b446ab0ef546210fb4bba": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "42efae0f060f42448d89c5d31e98c429": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "442deb396ac14fdcbd58670376f5d546": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "452384af28904e79af41d7b673c82c5f": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "46aa2e2a2b1d49b4b6ccf8b19d5120fa": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "4711f2c979104a13b10c4a89c2a507c5": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_6db71fb861554f2b9aeff97722ec0dac", + "placeholder": "​", + "style": "IPY_MODEL_be563bfabb9c4c12b6bd7d597c3fc70e", + "tabbable": null, + "tooltip": null, + "value": " 200000/200000 [00:00<00:00, 895655.92it/s]" + } + }, + "471d7f78fa34432f96d3b714c988d683": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_bcd0a6c6e58d473fbd2d20b518a1ddf8", + "IPY_MODEL_263cb22bc9e646dfb4a8e89d9026b60d", + "IPY_MODEL_b9a232e7e198414887a5457161213cac" + ], + "layout": "IPY_MODEL_0f013e7b594d4e97ace460429cc595c4", + "tabbable": null, + "tooltip": null + } + }, + "472c11a9079f4870a8822e6dfb1e0581": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "480ea12ac3ab433f8e8265ecfde976f6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_78c40679d6d246d39d32c3b49257e7b2", + "max": 20000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_3467d7fea50f425cb27b8f10023fefa6", + "tabbable": null, + "tooltip": null, + "value": 20000.0 + } + }, + "4825ce9c15c842c6927aaedbf771cef1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "488ab9913a5c4eebb8729b60a750ce51": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "48c591ca2b5948b29244f0221730e49a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "499bc33b3c53446ebb86b79081bdff9a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_8f0495ffc7a049d4a7b3d57b4752b0f8", + "placeholder": "​", + "style": "IPY_MODEL_62c1fbb8e36c4c109f1a9d66cdf4e0e2", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 630087.58it/s]" + } + }, + "4b3f290339814d2eb1d20c3cb54abf5f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_c29595d5f53e442d97507bb73a5d516c", + "placeholder": "​", + "style": "IPY_MODEL_442deb396ac14fdcbd58670376f5d546", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 606542.78it/s]" + } + }, + "4d36768f76104462a005dd7afa840688": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4d94d20d52b44adebd3f254566820d75": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "4da643d4ce9247a69cde08f9b7d80b3d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4dd9c8200d03471089f60d57230b0f30": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "4de3802ddd89411d894e108f116c3e55": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "4e0168f3cfdd437fbf13ef097cf51d52": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "4e0403f5455c4047a0d40beff769353f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "4fbf08023b544eaea35ecc4c65d75ad8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "510a3bc11df3498b89204b4698789181": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_8503dcdaacf249eead385507f7ac53b6", + "placeholder": "​", + "style": "IPY_MODEL_539d71ced4b44c2f838425137dd21fec", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 628021.44it/s]" + } + }, + "51dac4d8eaf748d3a1fe7938a9df15d1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "521f9a54522e4045965fd79e65e284f2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_683d3bdce10a4a1599692dae4b2ca758", + "IPY_MODEL_b548afb3c76b413b9dc06a79cd7e1ee1", + "IPY_MODEL_b18251f8c76e4945b743f644a6053f63" + ], + "layout": "IPY_MODEL_8ecfd6d31c924ca681689c86c7bbf110", + "tabbable": null, + "tooltip": null + } + }, + "52494afc84a54b0da3444fdb3e44d9f6": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "532f99d637a942b6bbbd59a1bbbd553d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "533e62fe3bc044788b4770e49619ba2c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_e4bbd002ae77401f978f69d2f980a06b", + "placeholder": "​", + "style": "IPY_MODEL_83d224cc0f874db98634e7bfb65c31fa", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 638830.27it/s]" + } + }, + "539d71ced4b44c2f838425137dd21fec": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "58b1223ba2a64a02b035cd9f7047b878": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5934aeafa17f47718dac16b58c2d3c5a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_a26bb52e025b4555877ad7eaa14d84b4", + "IPY_MODEL_d8e429c4daa64f61acd468d7d105a4b5", + "IPY_MODEL_c6098da656db49cdb2f6526f7f3d09bc" + ], + "layout": "IPY_MODEL_ee65d58583a54e668b31d322adc05780", + "tabbable": null, + "tooltip": null + } + }, + "5a06729063a1426d8460bbc0273ce3ca": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_be0f295de55c4aa784bdeb6e13d007aa", + "placeholder": "​", + "style": "IPY_MODEL_4e0403f5455c4047a0d40beff769353f", + "tabbable": null, + "tooltip": null, + "value": "Running for 200,000 iterations: 100%" + } + }, + "5b0611340235458e91edb135c05f100a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_fc622b2a61d3439585a5e30eddcb1f1b", + "IPY_MODEL_7044f8a8acc148d7a5b4bcf74167e35d", + "IPY_MODEL_499bc33b3c53446ebb86b79081bdff9a" + ], + "layout": "IPY_MODEL_afbab39b766e412eba2e13fbd34cdd1c", + "tabbable": null, + "tooltip": null + } + }, + "5b543c6a06824992ba2408241b23e3c4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_9b151cc9d5e74900a972dc84aca9656a", + "placeholder": "​", + "style": "IPY_MODEL_472c11a9079f4870a8822e6dfb1e0581", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "5bc0cf63cdb54116958948c1c556dda7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_fc48c20fecb44997a552e5496aea4a6f", + "IPY_MODEL_fc4832d936a34387b1f989d57227fbfc", + "IPY_MODEL_2201c8f233254674af49e5bc57121d7e" + ], + "layout": "IPY_MODEL_f96927e23f4c4ed2ab421e48bcd7adcf", + "tabbable": null, + "tooltip": null + } + }, + "5c2a3c2a6aad45a3af765e2e203783fc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "5e09c3e885d0478cafce4a1ab21474c1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_90c98d743503460e9fc513c95c393a22", + "placeholder": "​", + "style": "IPY_MODEL_70540df04f9c43249e0834a67ddb6d2f", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "5e14a9a563a342f1a6f8b5284f3d0f9d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5e67e8f2160f47ebba607f24a9cd7739": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "5f002f47f96044daa4dca1471bf2c496": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "5f10a7c787ff4dd6a8e3bcbba3bd279b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "5ffa89ae95164376bf75975391f55f62": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "62c1fbb8e36c4c109f1a9d66cdf4e0e2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "62f159c14f2742f39f1cca1c43f70fb9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_6ae5f77de9cf4eeea86649185e851039", + "IPY_MODEL_902540a00809448ebe5ad939cb6a8227", + "IPY_MODEL_05485163f7d44f7e917abebd2938cb2e" + ], + "layout": "IPY_MODEL_e7ddbcaebe3247a385a9b9edff21210f", + "tabbable": null, + "tooltip": null + } + }, + "6519384b2dcc4356a1cbd95abc5a8b7c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "6591a3747177455c9443ad34e3093840": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "67a3251568fd448f9dee459167f8abec": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "67e11be946e0477c9deea32af84b08ef": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_775e6c117ff84b1493872b83f978d2e2", + "placeholder": "​", + "style": "IPY_MODEL_97eba0fd5d954c1f87c2fabc91df6984", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "683d3bdce10a4a1599692dae4b2ca758": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_ec229ac7c0ef4d05acefcde3fa734218", + "placeholder": "​", + "style": "IPY_MODEL_748998cce6b74aba8220d92e7a796cdd", + "tabbable": null, + "tooltip": null, + "value": "Running for 1,000 iterations: 100%" + } + }, + "68c273a7d40c4fec80e7736c100547c5": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6a450f3a7d4846a58a4d7eaa29ec49c3": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6a6a2cfe9b8d493081aed078e0d85182": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_7f282b610b254d35afb9376ea25e593a", + "placeholder": "​", + "style": "IPY_MODEL_5ffa89ae95164376bf75975391f55f62", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "6a713cc096e240529276b0012c42c29e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "6ae5f77de9cf4eeea86649185e851039": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_7bf30d0e54cd4719929ba62b9df6d308", + "placeholder": "​", + "style": "IPY_MODEL_218136b2a4b44d1ca59bbc1f25afe5ea", + "tabbable": null, + "tooltip": null, + "value": "Running for 48,990 iterations: 100%" + } + }, + "6b15581e22054cb283da69acbc168c04": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_4fbf08023b544eaea35ecc4c65d75ad8", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_d3c5cc1d9242408e8893492fa28beca9", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "6b39283d1a5f4a0bba05eb7c71ab47ee": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6b483bf4c7e34ecf8f681c0f525427ac": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6b8487561a534d29a65f3c58fb916671": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_15ff1987513246e2ab530d0e4ec0093a", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_9690ee42a35a493990144554c4554087", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "6b937a4c6f88434baf8340ff646270f5": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "6be4e557bb104a9c9c3db26830148d8b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_6b483bf4c7e34ecf8f681c0f525427ac", + "placeholder": "​", + "style": "IPY_MODEL_e3fd82e6af3c455c86a839b98851e581", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 641095.62it/s]" + } + }, + "6d58f2c00d01481ba0b5e8abfb7ae21b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "6db71fb861554f2b9aeff97722ec0dac": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6df29b1b5c49417c96df452aca048e6a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_e061b35a421242829d23ce376249b6ee", + "placeholder": "​", + "style": "IPY_MODEL_34681cf3fca346c8b59242ba768b7a94", + "tabbable": null, + "tooltip": null, + "value": " 200000/200000 [00:00<00:00, 949240.12it/s]" + } + }, + "6e535e8151844688b098783f496bd8c1": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6ea5280a0a5140a5a4f69226fe2207fe": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_8afc04e7240c42a58ec83935c870512b", + "IPY_MODEL_1153c0f71bd74bd393fa720028367416", + "IPY_MODEL_227ba049900f4424acf3ba527fceb534" + ], + "layout": "IPY_MODEL_5f002f47f96044daa4dca1471bf2c496", + "tabbable": null, + "tooltip": null + } + }, + "7044f8a8acc148d7a5b4bcf74167e35d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_db7b77f2ec544e6ab18ed11007b19e19", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_4825ce9c15c842c6927aaedbf771cef1", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "70540df04f9c43249e0834a67ddb6d2f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "7142067059b34b11852ef5855b13da48": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "717aed1a49da4df2b4beae3a9b9d5bdc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_35f939263dbe4faaaafd105fa38615e1", + "placeholder": "​", + "style": "IPY_MODEL_98248f3f8ad64f4788291684e9c47633", + "tabbable": null, + "tooltip": null, + "value": " 20000/20000 [00:00<00:00, 743137.29it/s]" + } + }, + "72da766b82a64fa2ab2ec183dd88faa4": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "72eb16f2a77746c88e17d6c4627476c4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_99c403e02ebb4794b387d236e919c929", + "IPY_MODEL_d4d9ca58ba884433b4fba93939e43d30", + "IPY_MODEL_4711f2c979104a13b10c4a89c2a507c5" + ], + "layout": "IPY_MODEL_a2271aa32f28434bb6088912a4951c94", + "tabbable": null, + "tooltip": null + } + }, + "748998cce6b74aba8220d92e7a796cdd": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "755d95c75c894cb8bdc2b8c6c331ff00": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "76a837940a2f414ca0014671ba7e1db2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "775e6c117ff84b1493872b83f978d2e2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "779cbfe0811a473fafc10454f5187c8a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_a1df6b69720b4ede9c379440f72b279e", + "IPY_MODEL_deae120618354860b59c2036bdf59281", + "IPY_MODEL_f31928fc15da44a591c451ecde13e3c8" + ], + "layout": "IPY_MODEL_d5e2fc1c3f3349aab3165222a84a14bb", + "tabbable": null, + "tooltip": null + } + }, + "77c82c1bd80e413388b8f1abbb2448dd": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_fa608584050f47e294cc670726d322de", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_6519384b2dcc4356a1cbd95abc5a8b7c", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "782dcf54d221448ea46ef5840a147dd8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_ce7cc69248b24be1beaf652624e1298b", + "max": 200000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_4dd9c8200d03471089f60d57230b0f30", + "tabbable": null, + "tooltip": null, + "value": 200000.0 + } + }, + "78c40679d6d246d39d32c3b49257e7b2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "78db08fd0c4b413e98e22ea3c0add5ef": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "790a1b1cca2e420f8fd61210603a0fe7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_16f9663f53124119babc9d62d47449db", + "IPY_MODEL_9e2c247fc7b144668854de77f36fcf21", + "IPY_MODEL_c2d8b488fd63481fa84fecb3d6b824f7" + ], + "layout": "IPY_MODEL_3d1e23bc77d9458382e728e9730e1f66", + "tabbable": null, + "tooltip": null + } + }, + "799f0e29770b4dfd8e12edaf84ce03d7": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "79d5f10b956342d8ab37afd1ec1d8e70": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "7bf30d0e54cd4719929ba62b9df6d308": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7cf188e54bd54f72b5526caca4ea9261": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7df12e2dd85441ba86a3209097a47458": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_7142067059b34b11852ef5855b13da48", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_21b33ba04c174685b43d2659eeec8fd0", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "7e352e337d9849fdbb81653187413eb8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7f185e628de046ca9e2ea0be8eacf08d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7f282b610b254d35afb9376ea25e593a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "80dd898d0abd4009998d695d6f52581a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_8e0d7f2e58234f55ad083479df282cd5", + "placeholder": "​", + "style": "IPY_MODEL_6b937a4c6f88434baf8340ff646270f5", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 613615.00it/s]" + } + }, + "823a3dc0e9314890a2460aa764fa1585": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "834ea744917b48bca52995dde4441437": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8363504a7ffd453c9d64933d6aa0d1bb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "83d224cc0f874db98634e7bfb65c31fa": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "84839d46777e4b28b21b60084853986d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_16142825136f4cbf9d59ba2a593da603", + "IPY_MODEL_119b8d8b6ce04ee1b3971a67c6ddd58f", + "IPY_MODEL_533e62fe3bc044788b4770e49619ba2c" + ], + "layout": "IPY_MODEL_885f4243370146b5a619533e0bfc88e7", + "tabbable": null, + "tooltip": null + } + }, + "8503dcdaacf249eead385507f7ac53b6": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8690d4c79b8743ce954d6a0a8b5e3b1a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "879cfce0aff647b59193fd20e8e822a4": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "87f966193b114c73b98a0c1836dd6508": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_89ed0f7825f5413f933cf4e8a18d7b2a", + "IPY_MODEL_782dcf54d221448ea46ef5840a147dd8", + "IPY_MODEL_92f6e2be2be6499fb61277d204dd7c6f" + ], + "layout": "IPY_MODEL_33ebd9da2bce42fb9e67606b3793b7b8", + "tabbable": null, + "tooltip": null + } + }, + "8837d029f4b94818b4fe8542bab4ab33": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "885f4243370146b5a619533e0bfc88e7": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "88dc62ff74c14fa588b5c957522f3307": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_9a540d7fcc994dd689be53f52047fe35", + "IPY_MODEL_480ea12ac3ab433f8e8265ecfde976f6", + "IPY_MODEL_717aed1a49da4df2b4beae3a9b9d5bdc" + ], + "layout": "IPY_MODEL_3d396e16dfa94d24b5e301438f6b7941", + "tabbable": null, + "tooltip": null + } + }, + "89c6cb364ae847f3b261a18773f83f8e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "89ed0f7825f5413f933cf4e8a18d7b2a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_be1252488f2548cdb422509c02776360", + "placeholder": "​", + "style": "IPY_MODEL_09e9bf698502423495226986399d42e6", + "tabbable": null, + "tooltip": null, + "value": "Running for 200,000 iterations: 100%" + } + }, + "8ab003957e4e4edb8f71e34f1050379d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8afc04e7240c42a58ec83935c870512b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_e851354a527742cb8cba7e1704efafa3", + "placeholder": "​", + "style": "IPY_MODEL_ec34900130cc4de4941dcc657c5f334e", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "8c80fd42b928415a801d8a3808950240": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8e0d7f2e58234f55ad083479df282cd5": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8eb926afa581459f967506b3a7a77299": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_10388d7558004bc6b8c29d410f809b7f", + "max": 1.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_ed2953e9f1df49cd9c96629faa020979", + "tabbable": null, + "tooltip": null, + "value": 1.0 + } + }, + "8ecfd6d31c924ca681689c86c7bbf110": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "8f0495ffc7a049d4a7b3d57b4752b0f8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "902540a00809448ebe5ad939cb6a8227": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_a94225c1ec354d5b932ff6e9e4342c42", + "max": 48990.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_e2dc29d7e6b04982b544b64f9e2aa2b8", + "tabbable": null, + "tooltip": null, + "value": 48990.0 + } + }, + "90c98d743503460e9fc513c95c393a22": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "92f6e2be2be6499fb61277d204dd7c6f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_2cd66d32f3ed46ac9593de36abfe6bf8", + "placeholder": "​", + "style": "IPY_MODEL_4d94d20d52b44adebd3f254566820d75", + "tabbable": null, + "tooltip": null, + "value": " 200000/200000 [00:00<00:00, 895171.74it/s]" + } + }, + "93dd016ea7924772be4874a752604b77": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "9420ba3cb1664d6a9a7fd3b7b6d69864": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_8837d029f4b94818b4fe8542bab4ab33", + "placeholder": "​", + "style": "IPY_MODEL_4e0168f3cfdd437fbf13ef097cf51d52", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 623262.01it/s]" + } + }, + "94cdf8d1fd654dc7b0a28c9aa3378343": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "95e9085095e54cb6ac66bd9e4469ca56": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9690ee42a35a493990144554c4554087": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "97eba0fd5d954c1f87c2fabc91df6984": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "98174dd6c5b14944abccbf9c9828f71d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_2e03e85a497f46b181d5255e2ab6a29d", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_da6b4de3831a48df9c7607bdd2eb809e", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "98248f3f8ad64f4788291684e9c47633": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "99c403e02ebb4794b387d236e919c929": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_eb4b92831ee643d893a5cfcbbc50a0a9", + "placeholder": "​", + "style": "IPY_MODEL_de5f7fe4794a49ffaf07678b07726dcc", + "tabbable": null, + "tooltip": null, + "value": "Running for 200,000 iterations: 100%" + } + }, + "9a540d7fcc994dd689be53f52047fe35": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_a05f7633266546b6a7274efb2db20b76", + "placeholder": "​", + "style": "IPY_MODEL_edb47b950b65495aa8eb3c3dc272c581", + "tabbable": null, + "tooltip": null, + "value": "Running for 20,000 iterations: 100%" + } + }, + "9a98dea9229d4261924a1218e417e1c7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_42efae0f060f42448d89c5d31e98c429", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_a942babe68374ddaaaa529a9b8c3128d", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "9a9c5ff95b7e4da99c316213050b4398": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9b151cc9d5e74900a972dc84aca9656a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9b29d922145a4a59877e9a7b8c0825eb": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_52494afc84a54b0da3444fdb3e44d9f6", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_a646dd999ecf43a7bc09e8c3b4e4326f", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "9e00c5e8e51b48549052fe9ce9762432": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "9e1d27a900524a86b6bd502187bf916f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "9e2c247fc7b144668854de77f36fcf21": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_c2ecb4313af146af9cef6a72bd2cd55d", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_fe450bf749424d4ba48f8eb151ef6e84", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "9fa3f92a6041411fba40700a787b6a88": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_3523f03db9af40b698f527dcf9700582", + "IPY_MODEL_e5dca79278874a1cb5d60a56490f66c2", + "IPY_MODEL_186de83210de49d884e1d0535caedaab" + ], + "layout": "IPY_MODEL_0f19a70aaa2d4fdbade6c306d8edd0db", + "tabbable": null, + "tooltip": null + } + }, + "a05f7633266546b6a7274efb2db20b76": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a1df6b69720b4ede9c379440f72b279e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_9e00c5e8e51b48549052fe9ce9762432", + "placeholder": "​", + "style": "IPY_MODEL_c475162cf9aa450a95024dd69d0509c9", + "tabbable": null, + "tooltip": null, + "value": "Running for 48,900 iterations: 100%" + } + }, + "a2271aa32f28434bb6088912a4951c94": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a26bb52e025b4555877ad7eaa14d84b4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_a4bbcfa7583b49f99b1dc94e7fc29aee", + "placeholder": "​", + "style": "IPY_MODEL_67a3251568fd448f9dee459167f8abec", + "tabbable": null, + "tooltip": null, + "value": "Running for 500 iterations: 100%" + } + }, + "a4bbcfa7583b49f99b1dc94e7fc29aee": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a60c197b2b4d41e59b644de3b908d1c1": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a646dd999ecf43a7bc09e8c3b4e4326f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "a68555468b404591bad9334729ff0415": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a94225c1ec354d5b932ff6e9e4342c42": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "a942babe68374ddaaaa529a9b8c3128d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "aca602485382429185700ae3e24926ac": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_7cf188e54bd54f72b5526caca4ea9261", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_755d95c75c894cb8bdc2b8c6c331ff00", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "ad80899e2f13439aab75530a0a13a42b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_5e09c3e885d0478cafce4a1ab21474c1", + "IPY_MODEL_7df12e2dd85441ba86a3209097a47458", + "IPY_MODEL_116c2a2393f54337a50f655a6db05859" + ], + "layout": "IPY_MODEL_8363504a7ffd453c9d64933d6aa0d1bb", + "tabbable": null, + "tooltip": null + } + }, + "afbab39b766e412eba2e13fbd34cdd1c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "afc4d30f30e2458a8b804d29654811ab": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b18251f8c76e4945b743f644a6053f63": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_ff1118e9adbe495c83ba5c468af11dfb", + "placeholder": "​", + "style": "IPY_MODEL_9e1d27a900524a86b6bd502187bf916f", + "tabbable": null, + "tooltip": null, + "value": " 1000/1000 [00:00<00:00, 174813.65it/s]" + } + }, + "b35509d343104d2abf4d52cd23d6a5e7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "b439a560efba4d04935db2932b70eb98": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "b548afb3c76b413b9dc06a79cd7e1ee1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_d91851ace86b49b79fb474e98a8b1e55", + "max": 1000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_3dfe2828ae8845c4ad8a048c66d94e62", + "tabbable": null, + "tooltip": null, + "value": 1000.0 + } + }, + "b68133483b244b1fa6284bcf07749809": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b710d891bfe143d2890aa6407dcfe810": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "b7cdc73ff52048d3970dd49971739dcf": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_e83bc06c9b574692ae045a4fe508ebe6", + "IPY_MODEL_9b29d922145a4a59877e9a7b8c0825eb", + "IPY_MODEL_085d3756cf534a5dafe9763067e7c5e6" + ], + "layout": "IPY_MODEL_1198a6eb85274d6dad9c8f808fedfc35", + "tabbable": null, + "tooltip": null + } + }, + "b88f4fe9d6734310955b7b87e6a04feb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "b8e941e332ec4846a8645b0606295e41": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_7e352e337d9849fdbb81653187413eb8", + "placeholder": "​", + "style": "IPY_MODEL_89c6cb364ae847f3b261a18773f83f8e", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "b9a232e7e198414887a5457161213cac": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_2cc170dead504929abb7c7d1cb3dbd87", + "placeholder": "​", + "style": "IPY_MODEL_f7ca15fc3deb4374952a00265ed22e2c", + "tabbable": null, + "tooltip": null, + "value": " 1000/1000 [00:00<00:00, 179650.66it/s]" + } + }, + "bace872be23046ef95e18ff44cd4131a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "bcd0a6c6e58d473fbd2d20b518a1ddf8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_3366525f581847a4bd58bf6b9752d189", + "placeholder": "​", + "style": "IPY_MODEL_295ee05781574973b202d6585ffe9819", + "tabbable": null, + "tooltip": null, + "value": "Running for 1,000 iterations: 100%" + } + }, + "bde5822c9b6d4f3998061bfc63154b1e": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "be0f295de55c4aa784bdeb6e13d007aa": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "be1252488f2548cdb422509c02776360": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "be563bfabb9c4c12b6bd7d597c3fc70e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "bef4a4a70c344ef99f6ba216085c89c9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "c06b38735f9949e08a07072d739c5e53": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_6e535e8151844688b098783f496bd8c1", + "placeholder": "​", + "style": "IPY_MODEL_bef4a4a70c344ef99f6ba216085c89c9", + "tabbable": null, + "tooltip": null, + "value": "Train 1 nodes: : 100%" + } + }, + "c0f517ccc4e541abbbb3e4008e44b0a0": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_e32f7d4d0b1148c2a923c937e3982917", + "placeholder": "​", + "style": "IPY_MODEL_16ed5458111340679afff3e93e5c3191", + "tabbable": null, + "tooltip": null, + "value": "Train 1 nodes: : 100%" + } + }, + "c180b3cb125145ef81098a86e54460b6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_c0f517ccc4e541abbbb3e4008e44b0a0", + "IPY_MODEL_8eb926afa581459f967506b3a7a77299", + "IPY_MODEL_12484c4e2d044dd587cc20cb4b0a89e0" + ], + "layout": "IPY_MODEL_c65da66fedcb455fbc5d79bc004afdae", + "tabbable": null, + "tooltip": null + } + }, + "c24907d2cf564ae983f96a580bd8875f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "c29595d5f53e442d97507bb73a5d516c": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c2d8b488fd63481fa84fecb3d6b824f7": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_e40dfed568174a4e85e626b404b811eb", + "placeholder": "​", + "style": "IPY_MODEL_225977e48cc149c18431c409d05a532b", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 574735.40it/s]" + } + }, + "c2ecb4313af146af9cef6a72bd2cd55d": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c3a65edc611f4d55b9d550f9ade0b9f2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "c475162cf9aa450a95024dd69d0509c9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "c4da0a988b1148cdaae4ee599d4e0ee3": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c58b61b5a7ea457eb43d5935ea20eeea": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c5ad1bdd73954afc907f9fd1208f2f90": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_8c80fd42b928415a801d8a3808950240", + "placeholder": "​", + "style": "IPY_MODEL_12d50d18eb814e959823409ef6cebb61", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 598126.75it/s]" + } + }, + "c6098da656db49cdb2f6526f7f3d09bc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_834ea744917b48bca52995dde4441437", + "placeholder": "​", + "style": "IPY_MODEL_3a9e6b586c774af08346198e4c5dacff", + "tabbable": null, + "tooltip": null, + "value": " 500/500 [00:00<00:00, 96634.04it/s]" + } + }, + "c64d0c2f7df84b1fa6c00a1e3a9eb0f9": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c65da66fedcb455fbc5d79bc004afdae": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "c68170b961114a46886349294780968b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ca76632237e548f38df3ddc0304914c2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "cac95020db744042821ccb9121aba3f3": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_360d4650f27d4242b3f10a4bfc84e7ea", + "IPY_MODEL_9a98dea9229d4261924a1218e417e1c7", + "IPY_MODEL_9420ba3cb1664d6a9a7fd3b7b6d69864" + ], + "layout": "IPY_MODEL_76a837940a2f414ca0014671ba7e1db2", + "tabbable": null, + "tooltip": null + } + }, + "cb0993a064a343828b2d0cefa3e1cb31": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_f87d5e01d27a40d6bfcc2b13e3516344", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_1cfd583530b9427784bf687b70a50b59", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "ce7cc69248b24be1beaf652624e1298b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ce89168d8f4e47bcad393910e5f21a0c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_130a8a57eb8646febc5e3e29af8fac23", + "placeholder": "​", + "style": "IPY_MODEL_823a3dc0e9314890a2460aa764fa1585", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "cf1b35e7109644b5a0588d6bc599e566": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "d32cb6dc3f294eb5bc3a81ba0699f765": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_532f99d637a942b6bbbd59a1bbbd553d", + "placeholder": "​", + "style": "IPY_MODEL_17103f6ae22f4ee19d58a2908ddcc502", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 633599.81it/s]" + } + }, + "d34ef6377f6c4b8db5422f9698716e0b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "d3c5cc1d9242408e8893492fa28beca9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "d4a4927e97f24fd99dc4bbdc6fc8615f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "d4d9ca58ba884433b4fba93939e43d30": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_27c1767be01740c8ab8569c7da71b261", + "max": 200000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_d4a4927e97f24fd99dc4bbdc6fc8615f", + "tabbable": null, + "tooltip": null, + "value": 200000.0 + } + }, + "d5e2fc1c3f3349aab3165222a84a14bb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "d8778104a06e4686b0c6f0d0b39414ee": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_c06b38735f9949e08a07072d739c5e53", + "IPY_MODEL_22e6b333c4d24eadab0cb2885e08d996", + "IPY_MODEL_31f7420de5244c46b6885c6b7d2cba2c" + ], + "layout": "IPY_MODEL_c64d0c2f7df84b1fa6c00a1e3a9eb0f9", + "tabbable": null, + "tooltip": null + } + }, + "d889890b02914f69bb049cc9a6160cf2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_c68170b961114a46886349294780968b", + "max": 10000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_e1f06e59118b450197eba5e403d2e716", + "tabbable": null, + "tooltip": null, + "value": 10000.0 + } + }, + "d8e429c4daa64f61acd468d7d105a4b5": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_c4da0a988b1148cdaae4ee599d4e0ee3", + "max": 500.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_51dac4d8eaf748d3a1fe7938a9df15d1", + "tabbable": null, + "tooltip": null, + "value": 500.0 + } + }, + "d91851ace86b49b79fb474e98a8b1e55": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "da6b4de3831a48df9c7607bdd2eb809e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "da7bc096bb1f4ac587ebd5954ad74008": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_bde5822c9b6d4f3998061bfc63154b1e", + "placeholder": "​", + "style": "IPY_MODEL_3bc42bc15ce6419bb5ae6504bb38a2ba", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 638441.31it/s]" + } + }, + "db7b77f2ec544e6ab18ed11007b19e19": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ddbcf56e4011476abd473b340b697658": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "de5f7fe4794a49ffaf07678b07726dcc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "deae120618354860b59c2036bdf59281": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_94cdf8d1fd654dc7b0a28c9aa3378343", + "max": 48900.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_d34ef6377f6c4b8db5422f9698716e0b", + "tabbable": null, + "tooltip": null, + "value": 48900.0 + } + }, + "e061b35a421242829d23ce376249b6ee": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e08e864dad144108910c5f7d4b5da80c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "e1413240f23c451680b81999c962891e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_67e11be946e0477c9deea32af84b08ef", + "IPY_MODEL_98174dd6c5b14944abccbf9c9828f71d", + "IPY_MODEL_510a3bc11df3498b89204b4698789181" + ], + "layout": "IPY_MODEL_fc3fda4209444cf18f97f7a91765ad60", + "tabbable": null, + "tooltip": null + } + }, + "e1f06e59118b450197eba5e403d2e716": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "e2dc29d7e6b04982b544b64f9e2aa2b8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "e32f7d4d0b1148c2a923c937e3982917": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e3fd82e6af3c455c86a839b98851e581": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "e40dfed568174a4e85e626b404b811eb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e4bbd002ae77401f978f69d2f980a06b": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e5c2d6db7c5d406b900de0e86e50dedf": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e5dca79278874a1cb5d60a56490f66c2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_68c273a7d40c4fec80e7736c100547c5", + "max": 1.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_6d58f2c00d01481ba0b5e8abfb7ae21b", + "tabbable": null, + "tooltip": null, + "value": 1.0 + } + }, + "e7ddbcaebe3247a385a9b9edff21210f": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e83bc06c9b574692ae045a4fe508ebe6": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_12d26bbde72f4dd3a3b9fc99289a722e", + "placeholder": "​", + "style": "IPY_MODEL_93dd016ea7924772be4874a752604b77", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "e851354a527742cb8cba7e1704efafa3": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "e9a96245cd2447638b75690069d49610": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "eb4b92831ee643d893a5cfcbbc50a0a9": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ec229ac7c0ef4d05acefcde3fa734218": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ec34900130cc4de4941dcc657c5f334e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "ec4631db633e45e4bad849c458621411": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "ed2953e9f1df49cd9c96629faa020979": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "edb47b950b65495aa8eb3c3dc272c581": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "ee65d58583a54e668b31d322adc05780": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "efa2cdb086fa48418fc5cdeaf61005c4": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f31928fc15da44a591c451ecde13e3c8": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_95e9085095e54cb6ac66bd9e4469ca56", + "placeholder": "​", + "style": "IPY_MODEL_109ddf73c11d4c169957e860f498d534", + "tabbable": null, + "tooltip": null, + "value": " 48900/48900 [00:00<00:00, 893528.68it/s]" + } + }, + "f74b409ff7d34a41b96a9fd6af2c7a42": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "f7ca15fc3deb4374952a00265ed22e2c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "background": null, + "description_width": "", + "font_size": null, + "text_color": null + } + }, + "f87d5e01d27a40d6bfcc2b13e3516344": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f96927e23f4c4ed2ab421e48bcd7adcf": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "f96cfb4c38734f8fa1daa4c643b581c1": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_6a450f3a7d4846a58a4d7eaa29ec49c3", + "max": 200000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_b439a560efba4d04935db2932b70eb98", + "tabbable": null, + "tooltip": null, + "value": 200000.0 + } + }, + "fa3e38ada7bc446693737113f87d464d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_6a6a2cfe9b8d493081aed078e0d85182", + "IPY_MODEL_aca602485382429185700ae3e24926ac", + "IPY_MODEL_6be4e557bb104a9c9c3db26830148d8b" + ], + "layout": "IPY_MODEL_ec4631db633e45e4bad849c458621411", + "tabbable": null, + "tooltip": null + } + }, + "fa608584050f47e294cc670726d322de": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "fc3fda4209444cf18f97f7a91765ad60": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "fc4832d936a34387b1f989d57227fbfc": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_a60c197b2b4d41e59b644de3b908d1c1", + "max": 20000.0, + "min": 0.0, + "orientation": "horizontal", + "style": "IPY_MODEL_b35509d343104d2abf4d52cd23d6a5e7", + "tabbable": null, + "tooltip": null, + "value": 20000.0 + } + }, + "fc48c20fecb44997a552e5496aea4a6f": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_4da643d4ce9247a69cde08f9b7d80b3d", + "placeholder": "​", + "style": "IPY_MODEL_6591a3747177455c9443ad34e3093840", + "tabbable": null, + "tooltip": null, + "value": "Running for 20,000 iterations: 100%" + } + }, + "fc622b2a61d3439585a5e30eddcb1f1b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_cf1b35e7109644b5a0588d6bc599e566", + "placeholder": "​", + "style": "IPY_MODEL_78db08fd0c4b413e98e22ea3c0add5ef", + "tabbable": null, + "tooltip": null, + "value": "Running for 10,000 iterations: 100%" + } + }, + "fcfc0610db9d4c7ca9c5cf50b8d5e17c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_7f185e628de046ca9e2ea0be8eacf08d", + "placeholder": "​", + "style": "IPY_MODEL_3e1cc84a894b446ab0ef546210fb4bba", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 617726.92it/s]" + } + }, + "fdff36d0e2a3404d9cac11dc1a46097a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "2.0.0", + "_view_name": "HTMLView", + "description": "", + "description_allow_html": false, + "layout": "IPY_MODEL_8ab003957e4e4edb8f71e34f1050379d", + "placeholder": "​", + "style": "IPY_MODEL_334c0dd57d814975a65ebca1303264d9", + "tabbable": null, + "tooltip": null, + "value": " 10000/10000 [00:00<00:00, 599177.73it/s]" + } + }, + "fe450bf749424d4ba48f8eb151ef6e84": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "2.0.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "2.0.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } + }, + "ff1118e9adbe495c83ba5c468af11dfb": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "2.0.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "2.0.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "2.0.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border_bottom": null, + "border_left": null, + "border_right": null, + "border_top": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + } + }, + "version_major": 2, + "version_minor": 0 + } } }, "nbformat": 4,