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<a href="autodiff_2normalizers_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="preprocessor">#include <<a class="code" href="core_8h.html">mim/plug/core/core.h</a>></span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span><span class="preprocessor">#include <<a class="code" href="mem_8h.html">mim/plug/mem/mem.h</a>></span></div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span> </div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span><span class="preprocessor">#include "<a class="code" href="axm_8h.html">mim/axm.h</a>"</span></div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="preprocessor">#include "<a class="code" href="world_8h.html">mim/world.h</a>"</span></div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> </div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#include "<a class="code" href="autodiff_8h.html">mim/plug/autodiff/autodiff.h</a>"</span></div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span> </div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemim_1_1plug_1_1autodiff.html">mim::plug::autodiff</a> {</div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span><span class="comment"></span> </div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span><span class="comment">/// Currently this normalizer does nothin.</span></div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span><span class="comment">/// TODO: Maybe we want to handle trivial lookup replacements here.</span></div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"><a class="line" href="namespacemim_1_1plug_1_1autodiff.html#a6514ec29aa7b54b50764711fa08c0183"> 13</a></span><span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#a6514ec29aa7b54b50764711fa08c0183">normalize_ad</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*) { <span class="keywordflow">return</span> {}; }</div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> </div>
<div class="foldopen" id="foldopen00015" data-start="{" data-end="}">
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"><a class="line" href="namespacemim_1_1plug_1_1autodiff.html#a62c42124ec5ea23d4f34edf5780caa6c"> 15</a></span><span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#a62c42124ec5ea23d4f34edf5780caa6c">normalize_AD</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* arg) {</div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> <span class="keyword">auto</span> ad_ty = <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#a589f0358511f85fee02a5e10db63a5b7">autodiff_type_fun</a>(arg);</div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span> <span class="keywordflow">if</span> (ad_ty) <span class="keywordflow">return</span> ad_ty;</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> <span class="keywordflow">return</span> {};</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span>}</div>
</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> </div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"><a class="line" href="namespacemim_1_1plug_1_1autodiff.html#a1dc31296e5402ebb6e3816ed82393538"> 21</a></span><span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#a1dc31296e5402ebb6e3816ed82393538">normalize_Tangent</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* arg) { <span class="keywordflow">return</span> <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#a68aae344814c11b1359c6b945f109153">tangent_type_fun</a>(arg); }</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span><span class="comment"></span> </div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span><span class="comment">/// Currently this normalizer does nothing.</span></div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span><span class="comment">/// We usually want to keep zeros as long as possible to avoid unnecessary allocations.</span></div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span><span class="comment">/// A high-level addition with zero can be shortened directly.</span></div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"><a class="line" href="namespacemim_1_1plug_1_1autodiff.html#ab295e085cfcd4ba9cf9ed821621d02ef"> 26</a></span><span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#ab295e085cfcd4ba9cf9ed821621d02ef">normalize_zero</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>*) { <span class="keywordflow">return</span> {}; }</div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span><span class="comment"></span> </div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span><span class="comment">/// Currently resolved the full addition.</span></div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span><span class="comment">/// There is no benefit in keeping additions around longer than necessary.</span></div>
<div class="foldopen" id="foldopen00030" data-start="{" data-end="}">
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"><a class="line" href="namespacemim_1_1plug_1_1autodiff.html#a5336dc359684924721224f8ef84d3f6a"> 30</a></span><span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#a5336dc359684924721224f8ef84d3f6a">normalize_add</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* type, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* callee, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* arg) {</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> <span class="keyword">auto</span>& world = type->world();</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> </div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> <span class="comment">// TODO: add tuple -> tuple of adds</span></div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> <span class="comment">// TODO: add zero -> other</span></div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> <span class="comment">// TODO: unify mapping over structure with other aspects like zero</span></div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> </div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">auto</span> T = callee->as<<a class="code hl_class" href="classmim_1_1App.html">App</a>>()->arg();</div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> <span class="keyword">auto</span> [a, b] = arg-><a class="code hl_function" href="classmim_1_1Def.html#a77a2d17816449bbdd98765161b433eec">projs</a><2>();</div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> </div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span> world.DLOG(<span class="stringliteral">"add {} {} {}"</span>, T, a, b);</div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> </div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <span class="keywordflow">if</span> (<a class="code hl_function" href="classmim_1_1Axm.html#a606d1a978089ad57ff1369cb233f6338">Axm::isa<zero></a>(a)) {</div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> world.DLOG(<span class="stringliteral">"0+b"</span>);</div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> <span class="keywordflow">return</span> b;</div>
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"> 45</span> }</div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> <span class="keywordflow">if</span> (<a class="code hl_function" href="classmim_1_1Axm.html#a606d1a978089ad57ff1369cb233f6338">Axm::isa<zero></a>(b)) {</div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span> world.DLOG(<span class="stringliteral">"0+a"</span>);</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> <span class="keywordflow">return</span> a;</div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> }</div>
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"> 50</span> <span class="comment">// A value level match would be harder as a tuple might in reality be a var or extract</span></div>
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> <span class="keywordflow">if</span> (<span class="keyword">auto</span> sig = T->isa<<a class="code hl_class" href="classmim_1_1Sigma.html">Sigma</a>>()) {</div>
<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> world.DLOG(<span class="stringliteral">"add tuple"</span>);</div>
<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">auto</span> p = sig->num_ops(); <span class="comment">// TODO: or num_projs</span></div>
<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> <span class="keyword">auto</span> ops = <a class="code hl_typedef" href="namespacemim.html#a1433b0566b2cbdbf0c6f74baed22bb52">DefVec</a>(p, [&](<span class="keywordtype">size_t</span> i) {</div>
<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> <span class="keywordflow">return</span> world.app(world.app(world.annex<<a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#adec076a151d709a29626cbe2a3c20337">add</a>>(), sig->op(i)), {a->proj(i), b->proj(i)});</div>
<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> });</div>
<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> <span class="keywordflow">return</span> world.tuple(ops);</div>
<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (<span class="keyword">auto</span> arr = T->isa<<a class="code hl_class" href="classmim_1_1Arr.html">Arr</a>>()) {</div>
<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> <span class="comment">// TODO: is this working for non-lit (non-tuple) or do we need a loop?</span></div>
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> world.DLOG(<span class="stringliteral">"add arrays {} {} {}"</span>, T, a, b);</div>
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> <span class="keyword">auto</span> pack = world.mut_pack(T);</div>
<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">auto</span> body_type = arr->body();</div>
<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> world.DLOG(<span class="stringliteral">"body type {}"</span>, body_type);</div>
<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> pack->set(world.app(world.app(world.annex<<a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#adec076a151d709a29626cbe2a3c20337">add</a>>(), body_type),</div>
<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> {world.extract(a, pack->var()), world.extract(b, pack->var())}));</div>
<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> world.DLOG(<span class="stringliteral">"pack {}"</span>, pack);</div>
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> <span class="keywordflow">return</span> pack;</div>
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (<a class="code hl_function" href="classmim_1_1Idx.html#a7b4496e71deaa94835f732de364e5d76">Idx::isa</a>(type)) {</div>
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> world.DLOG(<span class="stringliteral">"add int"</span>);</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> <span class="keyword">auto</span> width = <a class="code hl_function" href="classmim_1_1Idx.html#a205f902b6156d862d538960868670e93">Idx::as_lit</a>(a->type());</div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> world.DLOG(<span class="stringliteral">"width {}"</span>, width);</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> <span class="keyword">auto</span> int_add = world.call(<a class="code hl_enumvalue" href="namespacemim_1_1plug_1_1core.html#a0d0bff4d75f3e06365643c56fd4672efa34ec78fcc91ffb1e54cd85e4a0924332">core::wrap::add</a>, 0_n, <a class="code hl_typedef" href="namespacemim.html#a00e263b7dcc231b14adcf75ff1ab1740">Defs</a>{a, b});</div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> world.DLOG(<span class="stringliteral">"int add {} : {}"</span>, int_add, <a class="code hl_function" href="classmim_1_1Idx.html#a7b4496e71deaa94835f732de364e5d76">Idx::isa</a>(int_add->type()));</div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> <span class="keywordflow">return</span> int_add;</div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (<a class="code hl_function" href="classmim_1_1Axm.html#a606d1a978089ad57ff1369cb233f6338">Axm::isa<mem::M></a>(type)) {</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> <span class="comment">// TODO: mem stays here (only resolved after direct simplification)</span></div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"> 77</span> <span class="keywordflow">return</span> {};</div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (T->isa<<a class="code hl_class" href="classmim_1_1App.html">App</a>>()) {</div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> assert(0 && <span class="stringliteral">"not handled"</span>);</div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> }</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> </div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="keywordflow">return</span> {};</div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span>}</div>
</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> </div>
<div class="foldopen" id="foldopen00085" data-start="{" data-end="}">
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"><a class="line" href="namespacemim_1_1plug_1_1autodiff.html#aa3d70ec4dbce55be9c92fd122f5d99ae"> 85</a></span><span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* <a class="code hl_function" href="namespacemim_1_1plug_1_1autodiff.html#aa3d70ec4dbce55be9c92fd122f5d99ae">normalize_sum</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* type, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* callee, <span class="keyword">const</span> <a class="code hl_class" href="classmim_1_1Def.html">Def</a>* arg) {</div>
<div class="line"><a id="l00086" name="l00086"></a><span class="lineno"> 86</span> <span class="keyword">auto</span>& world = type->world();</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> </div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> <span class="keyword">auto</span> [count, T] = callee->as<<a class="code hl_class" href="classmim_1_1App.html">App</a>>()->args<2>();</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"> 89</span> </div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span> <span class="keywordflow">if</span> (<span class="keyword">auto</span> lit = count->isa<<a class="code hl_class" href="classmim_1_1Lit.html">Lit</a>>()) {</div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span> <span class="keyword">auto</span> val = lit->get<<a class="code hl_typedef" href="namespacemim.html#a02aae51c2293663cb7352f21c7fbe490">nat_t</a>>();</div>
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span> world.DLOG(<span class="stringliteral">"val: {}"</span>, val);</div>
<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> <span class="keyword">auto</span> args = arg-><a class="code hl_function" href="classmim_1_1Def.html#a77a2d17816449bbdd98765161b433eec">projs</a>(val);</div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">auto</span> <a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#a27536fa48373a84728e55704e659a420">sum</a> = world.app(world.annex<<a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#a1e3297839dced2ccc616d130b6404148">zero</a>>(), T);</div>
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> <span class="comment">// This special case would also be handled by add zero</span></div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> <span class="keywordflow">if</span> (val >= 1) <a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#a27536fa48373a84728e55704e659a420">sum</a> = args[0];</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 1; i < val; ++i)</div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno"> 98</span> <a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#a27536fa48373a84728e55704e659a420">sum</a> = world.app(world.app(world.annex<<a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#adec076a151d709a29626cbe2a3c20337">add</a>>(), T), {sum, args[i]});</div>
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> <span class="keywordflow">return</span> <a class="code hl_enumeration" href="namespacemim_1_1plug_1_1autodiff.html#a27536fa48373a84728e55704e659a420">sum</a>;</div>
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span> }</div>
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno"> 101</span> assert(0);</div>
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"> 102</span> <span class="keywordflow">return</span> {};</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span>}</div>
</div>
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"> 104</span> </div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span><a class="code hl_define" href="autodiff_2autogen_8h.html#aaead3e7aa91ab9e3b9192ec92ef05b96">MIM_autodiff_NORMALIZER_IMPL</a></div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"> 106</span> </div>
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span>} <span class="comment">// namespace mim::plug::autodiff</span></div>
<div class="ttc" id="aautodiff_2autogen_8h_html_aaead3e7aa91ab9e3b9192ec92ef05b96"><div class="ttname"><a href="autodiff_2autogen_8h.html#aaead3e7aa91ab9e3b9192ec92ef05b96">MIM_autodiff_NORMALIZER_IMPL</a></div><div class="ttdeci">#define MIM_autodiff_NORMALIZER_IMPL</div><div class="ttdef"><b>Definition</b> <a href="autodiff_2autogen_8h_source.html#l00076">autogen.h:76</a></div></div>
<div class="ttc" id="aautodiff_8h_html"><div class="ttname"><a href="autodiff_8h.html">autodiff.h</a></div></div>
<div class="ttc" id="aaxm_8h_html"><div class="ttname"><a href="axm_8h.html">axm.h</a></div></div>
<div class="ttc" id="aclassmim_1_1App_html"><div class="ttname"><a href="classmim_1_1App.html">mim::App</a></div><div class="ttdef"><b>Definition</b> <a href="lam_8h_source.html#l00224">lam.h:224</a></div></div>
<div class="ttc" id="aclassmim_1_1Arr_html"><div class="ttname"><a href="classmim_1_1Arr.html">mim::Arr</a></div><div class="ttdoc">A (possibly paramterized) Array.</div><div class="ttdef"><b>Definition</b> <a href="tuple_8h_source.html#l00117">tuple.h:117</a></div></div>
<div class="ttc" id="aclassmim_1_1Axm_html_a606d1a978089ad57ff1369cb233f6338"><div class="ttname"><a href="classmim_1_1Axm.html#a606d1a978089ad57ff1369cb233f6338">mim::Axm::isa</a></div><div class="ttdeci">static auto isa(const Def *def)</div><div class="ttdef"><b>Definition</b> <a href="axm_8h_source.html#l00107">axm.h:107</a></div></div>
<div class="ttc" id="aclassmim_1_1Def_html"><div class="ttname"><a href="classmim_1_1Def.html">mim::Def</a></div><div class="ttdoc">Base class for all Defs.</div><div class="ttdef"><b>Definition</b> <a href="def_8h_source.html#l00252">def.h:252</a></div></div>
<div class="ttc" id="aclassmim_1_1Def_html_a77a2d17816449bbdd98765161b433eec"><div class="ttname"><a href="classmim_1_1Def.html#a77a2d17816449bbdd98765161b433eec">mim::Def::projs</a></div><div class="ttdeci">auto projs(F f) const</div><div class="ttdoc">Splits this Def via Def::projections into an Array (if A == std::dynamic_extent) or std::array (other...</div><div class="ttdef"><b>Definition</b> <a href="def_8h_source.html#l00391">def.h:391</a></div></div>
<div class="ttc" id="aclassmim_1_1Idx_html_a205f902b6156d862d538960868670e93"><div class="ttname"><a href="classmim_1_1Idx.html#a205f902b6156d862d538960868670e93">mim::Idx::as_lit</a></div><div class="ttdeci">static nat_t as_lit(const Def *def)</div><div class="ttdef"><b>Definition</b> <a href="def_8h_source.html#l00899">def.h:899</a></div></div>
<div class="ttc" id="aclassmim_1_1Idx_html_a7b4496e71deaa94835f732de364e5d76"><div class="ttname"><a href="classmim_1_1Idx.html#a7b4496e71deaa94835f732de364e5d76">mim::Idx::isa</a></div><div class="ttdeci">static const Def * isa(const Def *def)</div><div class="ttdoc">Checks if def is a Idx s and returns s or nullptr otherwise.</div><div class="ttdef"><b>Definition</b> <a href="def_8cpp_source.html#l00616">def.cpp:616</a></div></div>
<div class="ttc" id="aclassmim_1_1Lit_html"><div class="ttname"><a href="classmim_1_1Lit.html">mim::Lit</a></div><div class="ttdef"><b>Definition</b> <a href="def_8h_source.html#l00819">def.h:819</a></div></div>
<div class="ttc" id="aclassmim_1_1Sigma_html"><div class="ttname"><a href="classmim_1_1Sigma.html">mim::Sigma</a></div><div class="ttdoc">A dependent tuple type.</div><div class="ttdef"><b>Definition</b> <a href="tuple_8h_source.html#l00020">tuple.h:20</a></div></div>
<div class="ttc" id="acore_8h_html"><div class="ttname"><a href="core_8h.html">core.h</a></div></div>
<div class="ttc" id="amem_8h_html"><div class="ttname"><a href="mem_8h.html">mem.h</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html">mim::plug::autodiff</a></div><div class="ttdoc">The automatic differentiation Plugin</div><div class="ttdef"><b>Definition</b> <a href="autodiff_8h_source.html#l00006">autodiff.h:6</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a1dc31296e5402ebb6e3816ed82393538"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a1dc31296e5402ebb6e3816ed82393538">mim::plug::autodiff::normalize_Tangent</a></div><div class="ttdeci">const Def * normalize_Tangent(const Def *, const Def *, const Def *arg)</div><div class="ttdef"><b>Definition</b> <a href="#l00021">normalizers.cpp:21</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a1e3297839dced2ccc616d130b6404148"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a1e3297839dced2ccc616d130b6404148">mim::plug::autodiff::zero</a></div><div class="ttdeci">zero</div><div class="ttdef"><b>Definition</b> <a href="autodiff_2autogen_8h_source.html#l00038">autogen.h:38</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a27536fa48373a84728e55704e659a420"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a27536fa48373a84728e55704e659a420">mim::plug::autodiff::sum</a></div><div class="ttdeci">sum</div><div class="ttdef"><b>Definition</b> <a href="autodiff_2autogen_8h_source.html#l00054">autogen.h:54</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a5336dc359684924721224f8ef84d3f6a"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a5336dc359684924721224f8ef84d3f6a">mim::plug::autodiff::normalize_add</a></div><div class="ttdeci">const Def * normalize_add(const Def *type, const Def *callee, const Def *arg)</div><div class="ttdoc">Currently resolved the full addition.</div><div class="ttdef"><b>Definition</b> <a href="#l00030">normalizers.cpp:30</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a589f0358511f85fee02a5e10db63a5b7"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a589f0358511f85fee02a5e10db63a5b7">mim::plug::autodiff::autodiff_type_fun</a></div><div class="ttdeci">const Def * autodiff_type_fun(const Def *)</div><div class="ttdef"><b>Definition</b> <a href="autodiff_8cpp_source.html#l00111">autodiff.cpp:111</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a62c42124ec5ea23d4f34edf5780caa6c"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a62c42124ec5ea23d4f34edf5780caa6c">mim::plug::autodiff::normalize_AD</a></div><div class="ttdeci">const Def * normalize_AD(const Def *, const Def *, const Def *arg)</div><div class="ttdef"><b>Definition</b> <a href="#l00015">normalizers.cpp:15</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a6514ec29aa7b54b50764711fa08c0183"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a6514ec29aa7b54b50764711fa08c0183">mim::plug::autodiff::normalize_ad</a></div><div class="ttdeci">const Def * normalize_ad(const Def *, const Def *, const Def *)</div><div class="ttdoc">Currently this normalizer does nothin.</div><div class="ttdef"><b>Definition</b> <a href="#l00013">normalizers.cpp:13</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_a68aae344814c11b1359c6b945f109153"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#a68aae344814c11b1359c6b945f109153">mim::plug::autodiff::tangent_type_fun</a></div><div class="ttdeci">const Def * tangent_type_fun(const Def *)</div><div class="ttdef"><b>Definition</b> <a href="autodiff_8cpp_source.html#l00055">autodiff.cpp:55</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_aa3d70ec4dbce55be9c92fd122f5d99ae"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#aa3d70ec4dbce55be9c92fd122f5d99ae">mim::plug::autodiff::normalize_sum</a></div><div class="ttdeci">const Def * normalize_sum(const Def *type, const Def *callee, const Def *arg)</div><div class="ttdef"><b>Definition</b> <a href="#l00085">normalizers.cpp:85</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_ab295e085cfcd4ba9cf9ed821621d02ef"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#ab295e085cfcd4ba9cf9ed821621d02ef">mim::plug::autodiff::normalize_zero</a></div><div class="ttdeci">const Def * normalize_zero(const Def *, const Def *, const Def *)</div><div class="ttdoc">Currently this normalizer does nothing.</div><div class="ttdef"><b>Definition</b> <a href="#l00026">normalizers.cpp:26</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1autodiff_html_adec076a151d709a29626cbe2a3c20337"><div class="ttname"><a href="namespacemim_1_1plug_1_1autodiff.html#adec076a151d709a29626cbe2a3c20337">mim::plug::autodiff::add</a></div><div class="ttdeci">add</div><div class="ttdef"><b>Definition</b> <a href="autodiff_2autogen_8h_source.html#l00046">autogen.h:46</a></div></div>
<div class="ttc" id="anamespacemim_1_1plug_1_1core_html_a0d0bff4d75f3e06365643c56fd4672efa34ec78fcc91ffb1e54cd85e4a0924332"><div class="ttname"><a href="namespacemim_1_1plug_1_1core.html#a0d0bff4d75f3e06365643c56fd4672efa34ec78fcc91ffb1e54cd85e4a0924332">mim::plug::core::wrap::add</a></div><div class="ttdeci">@ add</div><div class="ttdef"><b>Definition</b> <a href="core_2autogen_8h_source.html#l00136">autogen.h:136</a></div></div>
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