build based on a1ace71

previews/PR1453/adjoints/index.html

@@ -100,4 +100,4 @@
 1 levels of nesting
 
 julia> grad(x -> x*grad(f, x), 1);
-2 levels of nesting</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../limitations/">« Limitations</a><a class="docs-footer-nextpage" href="../utils/">Utilities »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 22:35">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+2 levels of nesting</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../limitations/">« Limitations</a><a class="docs-footer-nextpage" href="../utils/">Utilities »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 23:13">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

previews/PR1453/complex/index.html

@@ -27,4 +27,4 @@
 (8.0 + 12.0im, 0.0 + 0.0im)
 
 julia> wirtinger(x -> abs2(x), 1+2im)
-(1.0 - 2.0im, 1.0 + 2.0im)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../utils/">« Utilities</a><a class="docs-footer-nextpage" href="../profiling/">Profiling »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 22:35">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+(1.0 - 2.0im, 1.0 + 2.0im)</code></pre></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../utils/">« Utilities</a><a class="docs-footer-nextpage" href="../profiling/">Profiling »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 23:13">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

previews/PR1453/index.html

@@ -79,7 +79,7 @@
          p = size(x, d)
          sum(x.^p .+ y)
        end
-([14.0, 22.0], 2.0, nothing)</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/FluxML/Zygote.jl/blob/23776b55f144079b7aab0d4d65744d5ac018d689/src/compiler/interface.jl#L126-L151">source</a></section></article><pre><code class="language-julia">julia&gt; linear(θ, x) = θ[:W] * x .+ θ[:b]
+([14.0, 22.0], 2.0, nothing)</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/FluxML/Zygote.jl/blob/a1ace71e9b0b8ab34d7ae56bda6d492a4cd61e5a/src/compiler/interface.jl#L126-L151">source</a></section></article><pre><code class="language-julia">julia&gt; linear(θ, x) = θ[:W] * x .+ θ[:b]
 linear (generic function with 1 method)
 
 julia&gt; x = rand(5);
@@ -121,7 +121,7 @@
  8.0  80.0  800.0
 
 julia&gt; haskey(g, z)  # only x and y are parameters
-false</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/FluxML/Zygote.jl/blob/23776b55f144079b7aab0d4d65744d5ac018d689/src/compiler/interface.jl#L227-L251">source</a></section></article><pre><code class="language-julia">julia&gt; W = rand(2, 5); b = rand(2);
+false</code></pre></div><a class="docs-sourcelink" target="_blank" href="https://github.com/FluxML/Zygote.jl/blob/a1ace71e9b0b8ab34d7ae56bda6d492a4cd61e5a/src/compiler/interface.jl#L227-L251">source</a></section></article><pre><code class="language-julia">julia&gt; W = rand(2, 5); b = rand(2);
 
 julia&gt; linear(x) = W * x .+ b
 linear (generic function with 2 methods)
@@ -130,4 +130,4 @@
 Grads(...)
 
 julia&gt; grads[W], grads[b] # access gradients using arrays as keys
-([0.652543 … 0.683588], [1.0, 1.0])</code></pre><p>Here <code>grads</code> is a dictionary-like object, whose keys are the same parameters we indicated in <code>Params</code>. (In fact it wraps a dictionary using <code>objectid(W)</code> as keys, which does not change if the values in <code>W</code> are mutated).</p><p>This implicit style is the one presently used by <a href="https://github.com/FluxML/Flux.jl">Flux.jl</a>, a closely related machine learning library. It uses structs like <code>Linear</code> above to define layers, and the function <code>Flux.params(model)</code> returns a <code>Params</code> object containing all the parameters of all layers. See <a href="https://fluxml.ai/Flux.jl/stable/models/basics/">its documentation</a> for more details. When using Zygote for most other purposes, however, the explicit style is usually preferred.</p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="limitations/">Limitations »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 22:35">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+([0.652543 … 0.683588], [1.0, 1.0])</code></pre><p>Here <code>grads</code> is a dictionary-like object, whose keys are the same parameters we indicated in <code>Params</code>. (In fact it wraps a dictionary using <code>objectid(W)</code> as keys, which does not change if the values in <code>W</code> are mutated).</p><p>This implicit style is the one presently used by <a href="https://github.com/FluxML/Flux.jl">Flux.jl</a>, a closely related machine learning library. It uses structs like <code>Linear</code> above to define layers, and the function <code>Flux.params(model)</code> returns a <code>Params</code> object containing all the parameters of all layers. See <a href="https://fluxml.ai/Flux.jl/stable/models/basics/">its documentation</a> for more details. When using Zygote for most other purposes, however, the explicit style is usually preferred.</p></article><nav class="docs-footer"><a class="docs-footer-nextpage" href="limitations/">Limitations »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 23:13">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>

previews/PR1453/internals/index.html

@@ -135,4 +135,4 @@
 julia> y, back = Zygote._pullback(bad, 1);
 
 julia> back(1) # ok, here's our issue. Lather, rinse, repeat.
-ERROR: bad</code></pre><p>Of course, our goal is that you never have to do this, but until Zygote is more mature it can be a useful way to narrow down test cases.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../profiling/">« Profiling</a><a class="docs-footer-nextpage" href="../glossary/">Glossary »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 22:35">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>
+ERROR: bad</code></pre><p>Of course, our goal is that you never have to do this, but until Zygote is more mature it can be a useful way to narrow down test cases.</p></article><nav class="docs-footer"><a class="docs-footer-prevpage" href="../profiling/">« Profiling</a><a class="docs-footer-nextpage" href="../glossary/">Glossary »</a></nav></div><div class="modal" id="documenter-settings"><div class="modal-background"></div><div class="modal-card"><header class="modal-card-head"><p class="modal-card-title">Settings</p><button class="delete"></button></header><section class="modal-card-body"><p><label class="label">Theme</label><div class="select"><select id="documenter-themepicker"><option value="documenter-light">documenter-light</option><option value="documenter-dark">documenter-dark</option></select></div></p><hr/><p>This document was generated with <a href="https://github.com/JuliaDocs/Documenter.jl">Documenter.jl</a> on <span class="colophon-date" title="Saturday 4 January 2025 23:13">Saturday 4 January 2025</span>. Using Julia version 1.11.2.</p></section><footer class="modal-card-foot"></footer></div></div></div></body></html>