gg

Co-Authored-By: Ranuga <79456372+Programmer-RD-AI@users.noreply.github.com>

Author: Programmer-RD-AI

.ipynb_checkpoints/02-checkpoint.ipynb

@@ -916,7 +916,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "epochs = 1\n",
+    "epochs = 250\n",
     "batch_size = 32"
    ]
   },

.ipynb_checkpoints/Theory_02-checkpoint.ipynb

@@ -0,0 +1,57 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "bb5eee40-7a7b-4d5c-ab73-800776e96510",
+   "metadata": {},
+   "source": [
+    "# Crross Entropy Loss\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "49dd39b1-221c-40fa-a34c-a548b7acca8d",
+   "metadata": {},
+   "source": [
+    "# Dropout"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "311e5114-dd67-4d9d-a837-f6d8a7a53e2c",
+   "metadata": {},
+   "source": [
+    "# Batch normalization"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "05e944ee-5b08-4ff8-9cfb-25fd73eed387",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

.virtual_documents/02.ipynb.py

@@ -237,7 +237,7 @@ def forward(self,X):
 optimizer = torch.optim.Adam(model.parameters())
 
 
-epochs = 1
+epochs = 250
 batch_size = 32
 
 

.virtual_documents/Theory_02.ipynb.py

@@ -0,0 +1 @@
+

02.ipynb

@@ -0,0 +1,57 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "bb5eee40-7a7b-4d5c-ab73-800776e96510",
+   "metadata": {},
+   "source": [
+    "# Crross Entropy Loss\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "49dd39b1-221c-40fa-a34c-a548b7acca8d",
+   "metadata": {},
+   "source": [
+    "# Dropout"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "311e5114-dd67-4d9d-a837-f6d8a7a53e2c",
+   "metadata": {},
+   "source": [
+    "# Batch normalization"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "05e944ee-5b08-4ff8-9cfb-25fd73eed387",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

Theory_02.ipynb

@@ -1 +1 @@
-run-20230629_140106-122lfe81/logs/debug-internal.log
+run-20230630_223934-26o5y4j0/logs/debug-internal.log

wandb/debug-internal.log

@@ -1 +1 @@
-run-20230629_140106-122lfe81/logs/debug.log
+run-20230630_223934-26o5y4j0/logs/debug.log

wandb/debug.log

@@ -1 +1 @@
-run-20230629_140106-122lfe81
+run-20230630_223934-26o5y4j0