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<li class="toctree-l1"><a class="reference internal" href="../api/index.html">MXNet API for R</a><ul>
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<li class="toctree-l3"><a class="reference internal" href="../api/dim.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">dim.MXNDArray</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SoftmaxOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SoftmaxOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SpatialTransformer.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SpatialTransformer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ctc.loss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ctc.loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.hard.sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.hard.sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log.softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log.softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.make.loss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.make.loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.relu.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.relu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.softmax.cross.entropy.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.softmax.cross.entropy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.softmin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.softmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.softsign.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.softsign</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.stop.gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.stop.gradient</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/symbol.html">Symbol</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/arguments.html"><code class="docutils literal notranslate"><span class="pre">arguments</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/children.html"><code class="docutils literal notranslate"><span class="pre">children</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/graph.viz.html"><code class="docutils literal notranslate"><span class="pre">graph.viz</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/internals.html"><code class="docutils literal notranslate"><span class="pre">internals</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.symbol.html"><code class="docutils literal notranslate"><span class="pre">is.mx.symbol</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.infer.shape.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.infer.shape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.shape_array.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.shape_array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.size_array.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.size_array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/outputs.html"><code class="docutils literal notranslate"><span class="pre">outputs</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Group.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Group</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GroupNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Variable.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Variable</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.one_hot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.one_hot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ones_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ones_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.zeros_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.zeros_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.apply.html"><code class="docutils literal notranslate"><span class="pre">mx.apply</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast_storage.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast_storage</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.load.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.load.json.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.load.json</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.save.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Concat.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Concat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Reshape.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Reshape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.flatten.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.flatten</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reshape_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reshape_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.scatter_nd.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.scatter_nd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.split.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.split</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.squeeze.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.squeeze</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.stack.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.stack</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GridGenerator.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GridGenerator</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.UpSampling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.UpSampling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axes.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_hypot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_hypot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_and.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_and</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_or.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_or</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_xor.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_xor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_maximum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_maximum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minimum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minimum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_not_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_not_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_plus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_plus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_power.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_power</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_to.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_to</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.expand_dims.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.expand_dims</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.repeat.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.repeat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.tile.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tile</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceReverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceReverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SwapAxis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.depth_to_space.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.depth_to_space</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.flip.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.flip</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.shuffle.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.shuffle</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.space_to_depth.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.space_to_depth</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.swapaxes.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.swapaxes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.transpose.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.transpose</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax_channel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax_channel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argsort.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argsort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sort.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.topk.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.topk</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.where.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.where</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Crop.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Crop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceLast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceMask</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SliceChannel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.choose_element_0index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.choose_element_0index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.diag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.diag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.fill_element_0index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.fill_element_0index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.gather_nd.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.gather_nd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.pick.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.pick</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ravel_multi_index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ravel_multi_index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.slice.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.slice</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.slice_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.slice_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.slice_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.slice_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.unravel_index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.unravel_index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ElementWiseSum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ElementWiseSum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.abs</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.add_n.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.add_n</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cbrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cumsum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cumsum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.erf.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.erf</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.erfinv.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.erfinv</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.exp.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.exp</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.expm1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.expm1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.gammaln.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.gammaln</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.identity.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.identity</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log10.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log10</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log1p.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log1p</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.logical_not.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.logical_not</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.moments.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.moments</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_lars.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_lars</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sum_sq.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sum_sq</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.negative.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.negative</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rcbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rcbrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reciprocal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reciprocal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reset_arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reset_arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rsqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rsqrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sign.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sign</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sqrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.square.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.square</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.max.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.max</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.max_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.max_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mean.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mean</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.nanprod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nanprod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.nansum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nansum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.prod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.prod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sum_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sum_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ceil</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.clip.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.clip</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.fix.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.fix</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.floor.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.floor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rint.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.round.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.round</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.trunc.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.trunc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.L2Normalization</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.khatri_rao.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.khatri_rao</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_det.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_det</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_extractdiag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_extractdiag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_extracttrian.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_extracttrian</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_gelqf.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_gelqf</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_gemm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_gemm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_gemm2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_gemm2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_inverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_inverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_makediag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_makediag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_maketrian.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_maketrian</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_potrf.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_potrf</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_potri.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_potri</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_slogdet.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_slogdet</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_sumlogdiag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_sumlogdiag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_syrk.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_syrk</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_trmm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_trmm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_trsm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_trsm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.norm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.norm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.smooth_l1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.smooth_l1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.degrees.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.degrees</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.radians.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.radians</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.tan.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsinh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sinh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sinh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.tanh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Activation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Activation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BlockGrad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BlockGrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.CTCLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.CTCLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Correlation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Correlation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Custom.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Deconvolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Deconvolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Dropout.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Dropout</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Embedding.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Embedding</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.FullyConnected.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.FullyConnected</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.IdentityAttachKLSparseReg</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.InstanceNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LRN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LayerNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LeakyReLU</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LinearRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LinearRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LogisticRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LogisticRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MAERegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MAERegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MakeLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ROIPooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ROIPooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SVMOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SVMOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxActivation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxActivation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SpatialTransformer.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SpatialTransformer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ctc_loss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ctc_loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.hard_sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.hard_sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log_softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log_softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.make_loss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.make_loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.relu.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.relu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softmax_cross_entropy.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softmax_cross_entropy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softmin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softsign.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softsign</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.stop_gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.stop_gradient</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/io.html">IO</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.CSVIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.CSVIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.LibSVMIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.LibSVMIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.MNISTIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.MNISTIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.arrayiter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.arrayiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.bucket.iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.bucket.iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.extract.html"><code class="docutils literal notranslate"><span class="pre">mx.io.extract</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.dataiter.html"><code class="docutils literal notranslate"><span class="pre">is.mx.dataiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageDetRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageDetRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/im2rec.html"><code class="docutils literal notranslate"><span class="pre">im2rec</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/context.html">Context</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.cpu.html"><code class="docutils literal notranslate"><span class="pre">mx.cpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.gpu.html"><code class="docutils literal notranslate"><span class="pre">mx.gpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/ctx.html"><code class="docutils literal notranslate"><span class="pre">ctx</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.ctx.default.html"><code class="docutils literal notranslate"><span class="pre">mx.ctx.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.context.html"><code class="docutils literal notranslate"><span class="pre">is.mx.context</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/model.html">Model</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.FeedForward.create.html"><code class="docutils literal notranslate"><span class="pre">mx.model.FeedForward.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.buckets.html"><code class="docutils literal notranslate"><span class="pre">mx.model.buckets</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.init.params.html"><code class="docutils literal notranslate"><span class="pre">mx.model.init.params</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.load.html"><code class="docutils literal notranslate"><span class="pre">mx.model.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.save.html"><code class="docutils literal notranslate"><span class="pre">mx.model.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/predict.MXFeedForwardModel.html"><code class="docutils literal notranslate"><span class="pre">predict.MXFeedForwardModel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.serialized.html"><code class="docutils literal notranslate"><span class="pre">is.serialized</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.serialize.html"><code class="docutils literal notranslate"><span class="pre">mx.serialize</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.unserialize.html"><code class="docutils literal notranslate"><span class="pre">mx.unserialize</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.mlp.html"><code class="docutils literal notranslate"><span class="pre">mx.mlp</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.unroll.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one.unroll</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/rnn.graph.html"><code class="docutils literal notranslate"><span class="pre">rnn.graph</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/rnn.graph.unroll.html"><code class="docutils literal notranslate"><span class="pre">rnn.graph.unroll</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/metric.html">Metric</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.train.metric.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.train.metric</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.Perplexity.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.Perplexity</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.accuracy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.custom.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logistic_acc.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logistic_acc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logloss.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logloss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mae.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mae</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmsle.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmsle</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.top_k_accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.top_k_accuracy</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/optimization.html">Optimization</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adadelta.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adadelta</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adagrad.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adagrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adam.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adam</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.create.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.get.updater.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.get.updater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.nag.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.nag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.rmsprop.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.rmsprop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.sgd.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.sgd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.Xavier.html"><code class="docutils literal notranslate"><span class="pre">mx.init.Xavier</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.create.html"><code class="docutils literal notranslate"><span class="pre">mx.init.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.internal.default.html"><code class="docutils literal notranslate"><span class="pre">mx.init.internal.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.init.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.init.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.init.params.html"><code class="docutils literal notranslate"><span class="pre">mx.model.init.params</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.FactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.FactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.MultiFactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.MultiFactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.adam.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.adam.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.all.finite.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.all.finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ftml.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ftml.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ftrl.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ftrl.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.lamb.update.phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.lamb.update.phase1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.lamb.update.phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.lamb.update.phase2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.lamb.update.phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.lamb.update.phase1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.lamb.update.phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.lamb.update.phase2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.nag.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.nag.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.all.finite.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.all.finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.mp.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.mp.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.mp.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.mp.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.nag.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.nag.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.mp.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.mp.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.mp.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.mp.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rmsprop.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rmsprop.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rmspropalex.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rmspropalex.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.signsgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.signsgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.signum.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.signum.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.adam_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.adam_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ftml_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ftml_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ftrl_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ftrl_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_mp_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_mp_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_mp_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_mp_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_mp_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_mp_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.signsgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.signsgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.signum_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.signum_update</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/random.html">Random Sampling</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.rnorm.html"><code class="docutils literal notranslate"><span class="pre">mx.rnorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.runif.html"><code class="docutils literal notranslate"><span class="pre">mx.runif</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.set.seed.html"><code class="docutils literal notranslate"><span class="pre">mx.set.seed</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.generalized.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.generalized.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.dirichlet.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.dirichlet</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.generalized.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.generalized.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.randint.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.randint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.generalized.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.generalized.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.multinomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.multinomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_generalized_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_generalized_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_dirichlet.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_dirichlet</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_generalized_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_generalized_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_randint.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_randint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_generalized_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_generalized_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_multinomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_multinomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.uniform</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/monitoring.html">Monitoring</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.early.stop.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.early.stop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.speedometer.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.speedometer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.train.metric.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.train.metric</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.save.checkpoint.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.save.checkpoint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.config.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.config</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.state.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.state</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/advanced.html">Advanced</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.kv.create.html"><code class="docutils literal notranslate"><span class="pre">mx.kv.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.backward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.backward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.forward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.forward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.arg.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.arg.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.aux.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.aux.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.grad.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.grad.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.simple.bind.html"><code class="docutils literal notranslate"><span class="pre">mx.simple.bind</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/allfunctions.html">Complete Library</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/Ops.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">Ops.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/arguments.html"><code class="docutils literal notranslate"><span class="pre">arguments</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/as.array.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">as.array.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/as.matrix.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">as.matrix.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/children.html"><code class="docutils literal notranslate"><span class="pre">children</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/ctx.html"><code class="docutils literal notranslate"><span class="pre">ctx</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/dim.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">dim.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/graph.viz.html"><code class="docutils literal notranslate"><span class="pre">graph.viz</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/im2rec.html"><code class="docutils literal notranslate"><span class="pre">im2rec</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/internals.html"><code class="docutils literal notranslate"><span class="pre">internals</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.context.html"><code class="docutils literal notranslate"><span class="pre">is.mx.context</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.dataiter.html"><code class="docutils literal notranslate"><span class="pre">is.mx.dataiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.ndarray.html"><code class="docutils literal notranslate"><span class="pre">is.mx.ndarray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.symbol.html"><code class="docutils literal notranslate"><span class="pre">is.mx.symbol</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.serialized.html"><code class="docutils literal notranslate"><span class="pre">is.serialized</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/length.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">length.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.apply.html"><code class="docutils literal notranslate"><span class="pre">mx.apply</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.early.stop.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.early.stop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.speedometer.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.speedometer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.train.metric.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.train.metric</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.save.checkpoint.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.save.checkpoint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.cpu.html"><code class="docutils literal notranslate"><span class="pre">mx.cpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.ctx.default.html"><code class="docutils literal notranslate"><span class="pre">mx.ctx.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.backward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.backward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.forward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.forward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.arg.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.arg.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.aux.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.aux.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.grad.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.grad.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.gpu.html"><code class="docutils literal notranslate"><span class="pre">mx.gpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.unroll.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one.unroll</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.Xavier.html"><code class="docutils literal notranslate"><span class="pre">mx.init.Xavier</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.create.html"><code class="docutils literal notranslate"><span class="pre">mx.init.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.internal.default.html"><code class="docutils literal notranslate"><span class="pre">mx.init.internal.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.init.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.init.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.CSVIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.CSVIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageDetRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageDetRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.LibSVMIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.LibSVMIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.MNISTIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.MNISTIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.arrayiter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.arrayiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.bucket.iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.bucket.iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.extract.html"><code class="docutils literal notranslate"><span class="pre">mx.io.extract</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.kv.create.html"><code class="docutils literal notranslate"><span class="pre">mx.kv.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.FactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.FactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.MultiFactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.MultiFactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.Perplexity.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.Perplexity</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.accuracy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.custom.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logistic_acc.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logistic_acc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logloss.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logloss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mae.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mae</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmsle.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmsle</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.top_k_accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.top_k_accuracy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.mlp.html"><code class="docutils literal notranslate"><span class="pre">mx.mlp</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.FeedForward.create.html"><code class="docutils literal notranslate"><span class="pre">mx.model.FeedForward.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.buckets.html"><code class="docutils literal notranslate"><span class="pre">mx.model.buckets</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.init.params.html"><code class="docutils literal notranslate"><span class="pre">mx.model.init.params</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.load.html"><code class="docutils literal notranslate"><span class="pre">mx.model.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.save.html"><code class="docutils literal notranslate"><span class="pre">mx.model.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Activation.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Activation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BatchNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BatchNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BatchNorm.v1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BatchNorm.v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BilinearSampler.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BilinearSampler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BlockGrad.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BlockGrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.CTCLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.CTCLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Cast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Concat.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Concat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Convolution.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Convolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Convolution.v1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Convolution.v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Correlation.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Correlation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Custom.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Deconvolution.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Deconvolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Dropout.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Dropout</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ElementWiseSum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ElementWiseSum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Embedding.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Embedding</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.FullyConnected.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.FullyConnected</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.where.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.where</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.zeros.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.zeros</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.zeros.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.zeros.like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adadelta.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adadelta</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adagrad.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adagrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adam.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adam</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.create.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.get.updater.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.get.updater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.nag.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.nag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.rmsprop.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.rmsprop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.sgd.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.sgd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.config.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.config</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.state.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.state</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.rnorm.html"><code class="docutils literal notranslate"><span class="pre">mx.rnorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.runif.html"><code class="docutils literal notranslate"><span class="pre">mx.runif</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.serialize.html"><code class="docutils literal notranslate"><span class="pre">mx.serialize</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.set.seed.html"><code class="docutils literal notranslate"><span class="pre">mx.set.seed</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.simple.bind.html"><code class="docutils literal notranslate"><span class="pre">mx.simple.bind</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Activation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Activation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BilinearSampler.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BilinearSampler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BlockGrad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BlockGrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.CTCLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.CTCLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Concat.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Concat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Correlation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Correlation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Crop.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Crop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Custom.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Deconvolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Deconvolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Dropout.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Dropout</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ElementWiseSum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ElementWiseSum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Embedding.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Embedding</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.FullyConnected.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.FullyConnected</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GridGenerator.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GridGenerator</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Group.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Group</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GroupNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.IdentityAttachKLSparseReg</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.InstanceNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.L2Normalization</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LRN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LayerNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LeakyReLU</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LinearRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LinearRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LogisticRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LogisticRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MAERegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MAERegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MakeLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ROIPooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ROIPooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Reshape.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Reshape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SVMOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SVMOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceLast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceMask</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceReverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceReverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SliceChannel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxActivation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxActivation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SpatialTransformer.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SpatialTransformer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SwapAxis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.UpSampling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.UpSampling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Variable.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Variable</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.abs</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.adam_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.adam_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.add_n.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.add_n</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.amp_cast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.amp_cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.amp_multicast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.amp_multicast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsinh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax_channel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax_channel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argsort.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argsort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axes.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_hypot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_hypot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_and.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_and</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_or.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_or</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_xor.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_xor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_maximum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_maximum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minimum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minimum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_not_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_not_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_plus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_plus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_power.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_power</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_to.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_to</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast_storage.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast_storage</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cbrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ceil</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.choose_element_0index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.choose_element_0index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.clip.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.clip</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ctc_loss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ctc_loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cumsum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cumsum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.degrees.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.degrees</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.depth_to_space.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.depth_to_space</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.diag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.diag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_sub</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.normal</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.shape_array.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.shape_array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.shuffle.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.shuffle</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.square.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.square</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.take</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.trunc.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.trunc</span></code></a></li>
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<li class="toctree-l1"><a class="reference internal" href="../api/index.html">MXNet API for R</a><ul>
<li class="toctree-l2"><a class="reference internal" href="../api/ndarray.html">NDArray</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/dim.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">dim.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.ndarray.html"><code class="docutils literal notranslate"><span class="pre">is.mx.ndarray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/length.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">length.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.shape.array.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.shape.array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.size.array.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.size.array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/print.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">print.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.array.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.one.hot.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.one.hot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ones.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ones</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ones.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ones.like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.zeros.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.zeros</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.zeros.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.zeros.like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/Ops.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">Ops.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/as.array.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">as.array.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/as.matrix.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">as.matrix.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Cast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.amp.cast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.amp.cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.cast.storage.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cast.storage</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.copyto.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.copyto</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.load.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.save.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Concat.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Concat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Reshape.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Reshape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.flatten.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.flatten</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reshape.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reshape.like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.scatter.nd.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.scatter.nd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.split.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.split</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.squeeze.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.squeeze</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.stack.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.stack</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.GridGenerator.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.GridGenerator</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.UpSampling.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.UpSampling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.add.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.axes.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.axes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.div.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.equal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.greater.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.greater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.greater.equal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.greater.equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.hypot.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.hypot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.lesser.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.lesser</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.lesser.equal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.lesser.equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.logical.and.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.logical.and</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.logical.or.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.logical.or</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.logical.xor.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.logical.xor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.maximum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.maximum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.minimum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.minimum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.minus.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.minus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.mod.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.mod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.mul.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.not.equal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.not.equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.plus.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.plus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.power.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.power</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.sub.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.broadcast.to.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.broadcast.to</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.expand.dims.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.expand.dims</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.pad.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.pad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.repeat.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.repeat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.tile.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.tile</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SequenceReverse.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceReverse</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.depth.to.space.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.depth.to.space</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.transpose.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.transpose</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argmax.channel.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmax.channel</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argsort.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argsort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sort.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sort</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LinearRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LinearRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LogisticRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LogisticRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.MAERegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.MAERegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.MakeLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.MakeLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Pooling.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Pooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Pooling.v1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Pooling.v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ROIPooling.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ROIPooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SVMOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SVMOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SoftmaxActivation.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SoftmaxActivation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SoftmaxOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SoftmaxOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SpatialTransformer.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SpatialTransformer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ctc.loss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ctc.loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.hard.sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.hard.sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log.softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log.softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.make.loss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.make.loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.relu.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.relu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.softmax.cross.entropy.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.softmax.cross.entropy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.softmin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.softmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.softsign.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.softsign</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.stop.gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.stop.gradient</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/symbol.html">Symbol</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/arguments.html"><code class="docutils literal notranslate"><span class="pre">arguments</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/children.html"><code class="docutils literal notranslate"><span class="pre">children</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/graph.viz.html"><code class="docutils literal notranslate"><span class="pre">graph.viz</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/internals.html"><code class="docutils literal notranslate"><span class="pre">internals</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.symbol.html"><code class="docutils literal notranslate"><span class="pre">is.mx.symbol</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.infer.shape.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.infer.shape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.shape_array.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.shape_array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.size_array.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.size_array</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/outputs.html"><code class="docutils literal notranslate"><span class="pre">outputs</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Group.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Group</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GroupNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Variable.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Variable</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.one_hot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.one_hot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ones_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ones_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.zeros_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.zeros_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.apply.html"><code class="docutils literal notranslate"><span class="pre">mx.apply</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast_storage.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast_storage</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.load.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.load.json.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.load.json</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.save.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Concat.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Concat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Reshape.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Reshape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.flatten.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.flatten</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reshape_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reshape_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.scatter_nd.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.scatter_nd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.split.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.split</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.squeeze.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.squeeze</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.stack.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.stack</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GridGenerator.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GridGenerator</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.UpSampling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.UpSampling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axes.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_hypot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_hypot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_and.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_and</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_or.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_or</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_xor.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_xor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_maximum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_maximum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minimum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minimum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_not_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_not_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_plus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_plus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_power.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_power</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_to.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_to</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.expand_dims.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.expand_dims</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.repeat.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.repeat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.tile.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tile</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceReverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceReverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SwapAxis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.depth_to_space.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.depth_to_space</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.flip.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.flip</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.shuffle.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.shuffle</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.space_to_depth.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.space_to_depth</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.swapaxes.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.swapaxes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.transpose.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.transpose</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax_channel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax_channel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argsort.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argsort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sort.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.topk.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.topk</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.where.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.where</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Crop.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Crop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceLast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceMask</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SliceChannel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.choose_element_0index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.choose_element_0index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.diag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.diag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.fill_element_0index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.fill_element_0index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.gather_nd.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.gather_nd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.pick.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.pick</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ravel_multi_index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ravel_multi_index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.slice.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.slice</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.slice_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.slice_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.slice_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.slice_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.unravel_index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.unravel_index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ElementWiseSum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ElementWiseSum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.abs</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.add_n.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.add_n</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cbrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cumsum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cumsum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.elemwise_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.elemwise_sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.erf.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.erf</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.erfinv.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.erfinv</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.exp.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.exp</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.expm1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.expm1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.gammaln.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.gammaln</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.identity.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.identity</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log10.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log10</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log1p.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log1p</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.logical_not.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.logical_not</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.moments.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.moments</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_lars.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_lars</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sum_sq.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sum_sq</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.negative.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.negative</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rcbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rcbrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reciprocal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reciprocal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.reset_arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.reset_arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rsqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rsqrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sign.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sign</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sqrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.square.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.square</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.max.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.max</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.max_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.max_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mean.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mean</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.nanprod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nanprod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.nansum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nansum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.prod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.prod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sum_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sum_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ceil</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.clip.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.clip</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.fix.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.fix</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.floor.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.floor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rint.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.round.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.round</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.trunc.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.trunc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.L2Normalization</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.khatri_rao.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.khatri_rao</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_det.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_det</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_extractdiag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_extractdiag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_extracttrian.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_extracttrian</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_gelqf.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_gelqf</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_gemm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_gemm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_gemm2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_gemm2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_inverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_inverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_makediag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_makediag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_maketrian.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_maketrian</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_potrf.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_potrf</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_potri.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_potri</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_slogdet.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_slogdet</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_sumlogdiag.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_sumlogdiag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_syrk.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_syrk</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_trmm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_trmm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.linalg_trsm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.linalg_trsm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.norm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.norm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.smooth_l1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.smooth_l1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.degrees.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.degrees</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.radians.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.radians</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.tan.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsinh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sinh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sinh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.tanh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Activation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Activation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BlockGrad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BlockGrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.CTCLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.CTCLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Correlation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Correlation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Custom.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Deconvolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Deconvolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Dropout.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Dropout</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Embedding.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Embedding</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.FullyConnected.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.FullyConnected</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.IdentityAttachKLSparseReg</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.InstanceNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LRN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LayerNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LeakyReLU</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LinearRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LinearRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LogisticRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LogisticRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MAERegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MAERegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MakeLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ROIPooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ROIPooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SVMOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SVMOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxActivation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxActivation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SpatialTransformer.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SpatialTransformer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ctc_loss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ctc_loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.hard_sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.hard_sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.log_softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.log_softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.make_loss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.make_loss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.relu.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.relu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sigmoid.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sigmoid</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softmax_cross_entropy.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softmax_cross_entropy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softmin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.softsign.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.softsign</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.stop_gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.stop_gradient</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/io.html">IO</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.CSVIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.CSVIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.LibSVMIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.LibSVMIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.MNISTIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.MNISTIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.arrayiter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.arrayiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.bucket.iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.bucket.iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.extract.html"><code class="docutils literal notranslate"><span class="pre">mx.io.extract</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.dataiter.html"><code class="docutils literal notranslate"><span class="pre">is.mx.dataiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageDetRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageDetRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/im2rec.html"><code class="docutils literal notranslate"><span class="pre">im2rec</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/context.html">Context</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.cpu.html"><code class="docutils literal notranslate"><span class="pre">mx.cpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.gpu.html"><code class="docutils literal notranslate"><span class="pre">mx.gpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/ctx.html"><code class="docutils literal notranslate"><span class="pre">ctx</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.ctx.default.html"><code class="docutils literal notranslate"><span class="pre">mx.ctx.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.context.html"><code class="docutils literal notranslate"><span class="pre">is.mx.context</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/model.html">Model</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.FeedForward.create.html"><code class="docutils literal notranslate"><span class="pre">mx.model.FeedForward.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.buckets.html"><code class="docutils literal notranslate"><span class="pre">mx.model.buckets</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.init.params.html"><code class="docutils literal notranslate"><span class="pre">mx.model.init.params</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.load.html"><code class="docutils literal notranslate"><span class="pre">mx.model.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.save.html"><code class="docutils literal notranslate"><span class="pre">mx.model.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/predict.MXFeedForwardModel.html"><code class="docutils literal notranslate"><span class="pre">predict.MXFeedForwardModel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.serialized.html"><code class="docutils literal notranslate"><span class="pre">is.serialized</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.serialize.html"><code class="docutils literal notranslate"><span class="pre">mx.serialize</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.unserialize.html"><code class="docutils literal notranslate"><span class="pre">mx.unserialize</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.mlp.html"><code class="docutils literal notranslate"><span class="pre">mx.mlp</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.unroll.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one.unroll</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/rnn.graph.html"><code class="docutils literal notranslate"><span class="pre">rnn.graph</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/rnn.graph.unroll.html"><code class="docutils literal notranslate"><span class="pre">rnn.graph.unroll</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/metric.html">Metric</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.train.metric.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.train.metric</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.Perplexity.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.Perplexity</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.accuracy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.custom.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logistic_acc.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logistic_acc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logloss.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logloss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mae.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mae</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmsle.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmsle</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.top_k_accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.top_k_accuracy</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/optimization.html">Optimization</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adadelta.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adadelta</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adagrad.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adagrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adam.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adam</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.create.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.get.updater.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.get.updater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.nag.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.nag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.rmsprop.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.rmsprop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.sgd.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.sgd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.Xavier.html"><code class="docutils literal notranslate"><span class="pre">mx.init.Xavier</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.create.html"><code class="docutils literal notranslate"><span class="pre">mx.init.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.internal.default.html"><code class="docutils literal notranslate"><span class="pre">mx.init.internal.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.init.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.init.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.init.params.html"><code class="docutils literal notranslate"><span class="pre">mx.model.init.params</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.FactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.FactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.MultiFactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.MultiFactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.adam.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.adam.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.all.finite.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.all.finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ftml.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ftml.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ftrl.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ftrl.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.lamb.update.phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.lamb.update.phase1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.lamb.update.phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.lamb.update.phase2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.lamb.update.phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.lamb.update.phase1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.lamb.update.phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.lamb.update.phase2</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.nag.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.nag.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mp.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mp.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.all.finite.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.all.finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.mp.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.mp.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.mp.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.mp.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.nag.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.nag.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.mp.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.mp.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.mp.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.mp.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.preloaded.multi.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.preloaded.multi.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rmsprop.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rmsprop.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rmspropalex.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rmspropalex.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sgd.mom.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sgd.mom.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.signsgd.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.signsgd.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.signum.update.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.signum.update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.adam_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.adam_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ftml_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ftml_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ftrl_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ftrl_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_mp_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_mp_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_mp_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_mp_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_mp_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_mp_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.preloaded_multi_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.preloaded_multi_sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sgd_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sgd_mom_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.signsgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.signsgd_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.signum_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.signum_update</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/random.html">Random Sampling</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.rnorm.html"><code class="docutils literal notranslate"><span class="pre">mx.rnorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.runif.html"><code class="docutils literal notranslate"><span class="pre">mx.runif</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.set.seed.html"><code class="docutils literal notranslate"><span class="pre">mx.set.seed</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.generalized.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.generalized.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.dirichlet.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.dirichlet</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.generalized.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.generalized.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.pdf.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.pdf.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.randint.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.randint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.random.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.random.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.generalized.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.generalized.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.multinomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.multinomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.negative.binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.negative.binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sample.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sample.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_generalized_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_generalized_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_dirichlet.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_dirichlet</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_generalized_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_generalized_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_pdf_uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_pdf_uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_randint.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_randint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_exponential.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_exponential</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_gamma</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_generalized_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_generalized_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_multinomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_multinomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_poisson.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_poisson</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.uniform</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/monitoring.html">Monitoring</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.early.stop.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.early.stop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.speedometer.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.speedometer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.train.metric.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.train.metric</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.save.checkpoint.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.save.checkpoint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.config.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.config</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.state.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.state</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/advanced.html">Advanced</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.kv.create.html"><code class="docutils literal notranslate"><span class="pre">mx.kv.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.backward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.backward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.forward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.forward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.arg.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.arg.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.aux.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.aux.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.grad.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.grad.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.simple.bind.html"><code class="docutils literal notranslate"><span class="pre">mx.simple.bind</span></code></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="../api/allfunctions.html">Complete Library</a><ul>
<li class="toctree-l3"><a class="reference internal" href="../api/Ops.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">Ops.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/arguments.html"><code class="docutils literal notranslate"><span class="pre">arguments</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/as.array.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">as.array.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/as.matrix.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">as.matrix.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/children.html"><code class="docutils literal notranslate"><span class="pre">children</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/ctx.html"><code class="docutils literal notranslate"><span class="pre">ctx</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/dim.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">dim.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/graph.viz.html"><code class="docutils literal notranslate"><span class="pre">graph.viz</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/im2rec.html"><code class="docutils literal notranslate"><span class="pre">im2rec</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/internals.html"><code class="docutils literal notranslate"><span class="pre">internals</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.context.html"><code class="docutils literal notranslate"><span class="pre">is.mx.context</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.dataiter.html"><code class="docutils literal notranslate"><span class="pre">is.mx.dataiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.ndarray.html"><code class="docutils literal notranslate"><span class="pre">is.mx.ndarray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.mx.symbol.html"><code class="docutils literal notranslate"><span class="pre">is.mx.symbol</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/is.serialized.html"><code class="docutils literal notranslate"><span class="pre">is.serialized</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/length.MXNDArray.html"><code class="docutils literal notranslate"><span class="pre">length.MXNDArray</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.apply.html"><code class="docutils literal notranslate"><span class="pre">mx.apply</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.early.stop.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.early.stop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.speedometer.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.speedometer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.log.train.metric.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.log.train.metric</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.callback.save.checkpoint.html"><code class="docutils literal notranslate"><span class="pre">mx.callback.save.checkpoint</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.cpu.html"><code class="docutils literal notranslate"><span class="pre">mx.cpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.ctx.default.html"><code class="docutils literal notranslate"><span class="pre">mx.ctx.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.backward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.backward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.forward.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.forward</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.arg.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.arg.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.aux.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.aux.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.exec.update.grad.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.exec.update.grad.arrays</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.gpu.html"><code class="docutils literal notranslate"><span class="pre">mx.gpu</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.infer.rnn.one.unroll.html"><code class="docutils literal notranslate"><span class="pre">mx.infer.rnn.one.unroll</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.Xavier.html"><code class="docutils literal notranslate"><span class="pre">mx.init.Xavier</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.create.html"><code class="docutils literal notranslate"><span class="pre">mx.init.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.internal.default.html"><code class="docutils literal notranslate"><span class="pre">mx.init.internal.default</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.init.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.init.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.init.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.CSVIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.CSVIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageDetRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageDetRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordIter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordIter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.ImageRecordUInt8Iter_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.io.ImageRecordUInt8Iter_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.LibSVMIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.LibSVMIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.MNISTIter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.MNISTIter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.arrayiter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.arrayiter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.bucket.iter.html"><code class="docutils literal notranslate"><span class="pre">mx.io.bucket.iter</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.io.extract.html"><code class="docutils literal notranslate"><span class="pre">mx.io.extract</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.kv.create.html"><code class="docutils literal notranslate"><span class="pre">mx.kv.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.FactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.FactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.lr_scheduler.MultiFactorScheduler.html"><code class="docutils literal notranslate"><span class="pre">mx.lr_scheduler.MultiFactorScheduler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.Perplexity.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.Perplexity</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.accuracy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.custom.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logistic_acc.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logistic_acc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.logloss.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.logloss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mae.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mae</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.mse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.mse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmse.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.rmsle.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.rmsle</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.metric.top_k_accuracy.html"><code class="docutils literal notranslate"><span class="pre">mx.metric.top_k_accuracy</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.mlp.html"><code class="docutils literal notranslate"><span class="pre">mx.mlp</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.FeedForward.create.html"><code class="docutils literal notranslate"><span class="pre">mx.model.FeedForward.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.buckets.html"><code class="docutils literal notranslate"><span class="pre">mx.model.buckets</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.init.params.html"><code class="docutils literal notranslate"><span class="pre">mx.model.init.params</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.load.html"><code class="docutils literal notranslate"><span class="pre">mx.model.load</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.model.save.html"><code class="docutils literal notranslate"><span class="pre">mx.model.save</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Activation.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Activation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BatchNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BatchNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BatchNorm.v1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BatchNorm.v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BilinearSampler.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BilinearSampler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.BlockGrad.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.BlockGrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.CTCLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.CTCLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.Cast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.Cast</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.swapaxes.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.swapaxes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.take.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.tan.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.tan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.tanh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.tanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.tile.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.tile</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.topk.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.topk</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.transpose.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.transpose</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.trunc.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.trunc</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.uniform</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.unravel.index.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.unravel.index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.where.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.where</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.zeros.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.zeros</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.zeros.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.zeros.like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adadelta.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adadelta</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adagrad.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adagrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.adam.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.adam</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.create.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.create</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.get.updater.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.get.updater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.nag.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.nag</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.rmsprop.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.rmsprop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.opt.sgd.html"><code class="docutils literal notranslate"><span class="pre">mx.opt.sgd</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.config.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.config</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.profiler.state.html"><code class="docutils literal notranslate"><span class="pre">mx.profiler.state</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.rnorm.html"><code class="docutils literal notranslate"><span class="pre">mx.rnorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.runif.html"><code class="docutils literal notranslate"><span class="pre">mx.runif</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.serialize.html"><code class="docutils literal notranslate"><span class="pre">mx.serialize</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.set.seed.html"><code class="docutils literal notranslate"><span class="pre">mx.set.seed</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.simple.bind.html"><code class="docutils literal notranslate"><span class="pre">mx.simple.bind</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Activation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Activation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BatchNorm_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BatchNorm_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BilinearSampler.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BilinearSampler</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.BlockGrad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.BlockGrad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.CTCLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.CTCLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Concat.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Concat</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Convolution_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Convolution_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Correlation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Correlation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Crop.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Crop</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Custom.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Custom</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Deconvolution.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Deconvolution</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Dropout.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Dropout</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ElementWiseSum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ElementWiseSum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Embedding.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Embedding</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.FullyConnected.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.FullyConnected</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GridGenerator.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GridGenerator</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Group.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Group</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.GroupNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.IdentityAttachKLSparseReg</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.InstanceNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.L2Normalization</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LRN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LayerNorm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LeakyReLU</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LinearRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LinearRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.LogisticRegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.LogisticRegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MAERegressionOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MAERegressionOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.MakeLoss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pad.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pad</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Pooling_v1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Pooling_v1</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.RNN.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.RNN</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ROIPooling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ROIPooling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Reshape.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Reshape</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SVMOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SVMOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceLast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceMask</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SequenceReverse.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SequenceReverse</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SliceChannel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxActivation.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxActivation</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SoftmaxOutput.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SoftmaxOutput</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SpatialTransformer.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SpatialTransformer</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.SwapAxis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.UpSampling.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.UpSampling</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.Variable.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.Variable</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.abs</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.adam_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.adam_update</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.add_n.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.add_n</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.all_finite.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.all_finite</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.amp_cast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.amp_cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.amp_multicast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.amp_multicast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arccosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arcsinh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctan</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.arctanh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmax_channel.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmax_channel</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argmin</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.argsort.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.argsort</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_dot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_dot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.batch_take.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.batch_take</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_add.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_add</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axes.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axes</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_axis.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_axis</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_div.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_div</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_greater_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_greater_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_hypot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_hypot</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_lesser_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_lesser_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_like.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_like</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_and.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_and</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_or.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_or</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_logical_xor.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_logical_xor</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_maximum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_maximum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minimum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minimum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_minus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_minus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_mul.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_mul</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_not_equal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_not_equal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_plus.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_plus</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_power.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_power</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_sub.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_sub</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.broadcast_to.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.broadcast_to</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cast_storage.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cast_storage</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cbrt</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ceil</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.choose_element_0index.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.choose_element_0index</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.clip.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.clip</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cos.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cos</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.cosh.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.cosh</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.ctc_loss.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.ctc_loss</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_sgd_update</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_mp_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_mp_sgd_update</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.multi_sgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.multi_sgd_update</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.nanprod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nanprod</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.nansum.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nansum</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.negative.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.negative</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.norm.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.norm</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.normal</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.one_hot.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.one_hot</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.prod.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.prod</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_gamma.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_gamma</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_negative_binomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.random_normal.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.random_normal</span></code></a></li>
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<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_multinomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_multinomial</span></code></a></li>
<li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.sample_negative_binomial.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.sample_negative_binomial</span></code></a></li>
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<li class="toctree-l2"><a class="reference internal" href="CallbackFunction.html">Callback Functions</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">Custom Loss Function</a></li>
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<!--- Licensed to the Apache Software Foundation (ASF) under one --><!--- or more contributor license agreements. See the NOTICE file --><!--- distributed with this work for additional information --><!--- regarding copyright ownership. The ASF licenses this file --><!--- to you under the Apache License, Version 2.0 (the --><!--- "License"); you may not use this file except in compliance --><!--- with the License. You may obtain a copy of the License at --><!--- http://www.apache.org/licenses/LICENSE-2.0 --><!--- Unless required by applicable law or agreed to in writing, --><!--- software distributed under the License is distributed on an --><!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY --><!--- KIND, either express or implied. See the License for the --><!--- specific language governing permissions and limitations --><!--- under the License. --><div class="section" id="custom-loss-function">
<h1>Custom Loss Function<a class="headerlink" href="#custom-loss-function" title="Permalink to this headline"></a></h1>
<p>This tutorial shows how to define and use a customized loss function to guide training of your neural network.</p>
<p>Let’s begin with a small regression example. We can build, train, and evaluate a regression model on the Boston Housing dataset with the following code:</p>
<div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="nf">data</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">,</span> <span class="n">package</span> <span class="o">=</span> <span class="s">&quot;mlbench&quot;</span><span class="p">)</span>
<span class="n">BostonHousing</span><span class="p">[,</span> <span class="nf">sapply</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">,</span> <span class="n">is.factor</span><span class="p">)]</span> <span class="o">&lt;-</span>
<span class="nf">as.numeric</span><span class="p">(</span><span class="nf">as.character</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">[,</span> <span class="nf">sapply</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">,</span> <span class="n">is.factor</span><span class="p">)]))</span>
<span class="n">BostonHousing</span> <span class="o">&lt;-</span> <span class="nf">data.frame</span><span class="p">(</span><span class="nf">scale</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">))</span>
<span class="n">test.ind</span> <span class="o">=</span> <span class="nf">seq</span><span class="p">(</span><span class="m">1</span><span class="p">,</span> <span class="m">506</span><span class="p">,</span> <span class="m">5</span><span class="p">)</span> <span class="c1"># every 5th point is held-out for testing</span>
<span class="n">train.x</span> <span class="o">=</span> <span class="nf">data.matrix</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">[</span><span class="o">-</span><span class="n">test.ind</span><span class="p">,</span> <span class="m">-14</span><span class="p">])</span>
<span class="n">train.y</span> <span class="o">=</span> <span class="n">BostonHousing</span><span class="p">[</span><span class="o">-</span><span class="n">test.ind</span><span class="p">,</span> <span class="m">14</span><span class="p">]</span>
<span class="n">test.x</span> <span class="o">=</span> <span class="nf">data.matrix</span><span class="p">(</span><span class="n">BostonHousing</span><span class="p">[</span><span class="n">test.ind</span><span class="p">,</span> <span class="m">-14</span><span class="p">])</span>
<span class="n">test.y</span> <span class="o">=</span> <span class="n">BostonHousing</span><span class="p">[</span><span class="n">test.ind</span><span class="p">,</span> <span class="m">14</span><span class="p">]</span>
</pre></div>
</div>
<div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="nf">require</span><span class="p">(</span><span class="n">mxnet</span><span class="p">)</span>
<span class="n">data</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Variable</span><span class="p">(</span><span class="s">&quot;data&quot;</span><span class="p">)</span>
<span class="n">label</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Variable</span><span class="p">(</span><span class="s">&quot;label&quot;</span><span class="p">)</span>
<span class="n">fc1</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">num_hidden</span> <span class="o">=</span> <span class="m">14</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;fc1&quot;</span><span class="p">)</span>
<span class="n">tanh1</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Activation</span><span class="p">(</span><span class="n">fc1</span><span class="p">,</span> <span class="n">act_type</span> <span class="o">=</span> <span class="s">&quot;tanh&quot;</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;tanh1&quot;</span><span class="p">)</span>
<span class="n">fc2</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">tanh1</span><span class="p">,</span> <span class="n">num_hidden</span> <span class="o">=</span> <span class="m">1</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;fc2&quot;</span><span class="p">)</span>
<span class="n">lro</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.LinearRegressionOutput</span><span class="p">(</span><span class="n">fc2</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;lro&quot;</span><span class="p">)</span>
<span class="nf">mx.set.seed</span><span class="p">(</span><span class="m">0</span><span class="p">)</span>
<span class="n">model</span> <span class="o">&lt;-</span> <span class="nf">mx.model.FeedForward.create</span><span class="p">(</span><span class="n">lro</span><span class="p">,</span> <span class="n">X</span> <span class="o">=</span> <span class="n">train.x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">train.y</span><span class="p">,</span>
<span class="n">ctx</span> <span class="o">=</span> <span class="nf">mx.cpu</span><span class="p">(),</span>
<span class="n">num.round</span> <span class="o">=</span> <span class="m">5</span><span class="p">,</span>
<span class="n">array.batch.size</span> <span class="o">=</span> <span class="m">60</span><span class="p">,</span>
<span class="n">optimizer</span> <span class="o">=</span> <span class="s">&quot;rmsprop&quot;</span><span class="p">,</span>
<span class="n">verbose</span> <span class="o">=</span> <span class="kc">TRUE</span><span class="p">,</span>
<span class="n">array.layout</span> <span class="o">=</span> <span class="s">&quot;rowmajor&quot;</span><span class="p">,</span>
<span class="n">batch.end.callback</span> <span class="o">=</span> <span class="kc">NULL</span><span class="p">,</span>
<span class="n">epoch.end.callback</span> <span class="o">=</span> <span class="kc">NULL</span><span class="p">)</span>
<span class="n">pred</span> <span class="o">&lt;-</span> <span class="nf">predict</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">test.x</span><span class="p">)</span>
<span class="n">mse.test</span> <span class="o">&lt;-</span> <span class="nf">mean</span><span class="p">((</span><span class="n">test.y</span> <span class="o">-</span> <span class="n">pred</span><span class="p">[</span><span class="m">1</span><span class="p">,])</span><span class="o">^</span><span class="m">2</span><span class="p">)</span>
<span class="nf">sprintf</span><span class="p">(</span><span class="s">&quot;MSE on test data: %f&quot;</span><span class="p">,</span><span class="n">mse.test</span><span class="p">)</span>
</pre></div>
</div>
<p><strong>mxnet</strong> provides the following built-in loss functions (with corresponding appropriate output transformations):</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">LinearRegressionOutput</span></code>: seeks to estimate conditional expectations via the mean-squared-error loss.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">MAERegressionOutput</span></code>: seeks to estimate conditional medians via the mean-absolute-error loss. Useful when our training data is contaminated by outliers.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">LogisticRegressionOutput</span></code>: seeks to estimate conditional class-probabilities via the logistic loss (first applies sigmoid transformation to output and then computes binary cross-entropy loss). Useful when we are predicting binary class labels rather than numerical target values.</p></li>
</ul>
<p>However, we may wish to use a different loss function in our own application.
You can provide your own loss function by using <code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code> when constructing the network.</p>
<div class="section" id="using-your-own-loss-function">
<h2>Using Your Own Loss Function<a class="headerlink" href="#using-your-own-loss-function" title="Permalink to this headline"></a></h2>
<p>We still use the same regression task and neural network architecture from the previous example. However, this time we use <code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code> to minimize a custom loss function that is applied to the <code class="docutils literal notranslate"><span class="pre">fc2</span></code> output from our neural network. Below, we provide an example showing how to use the <a class="reference external" href="https://en.wikipedia.org/wiki/Huber_loss#Pseudo-Huber_loss_function">pseudo-Huber loss function</a>, a popular choice for robust regression.</p>
<p>First, we construct the pseudo-Huber loss function below. Note that all operations in our loss function must be defined in terms of <strong>mxnet</strong> <code class="docutils literal notranslate"><span class="pre">Symbol</span></code> objects rather than R arrays, in order to allow for subsequent automatic differentiation of the loss during network training. The <strong>mnxnet</strong> package contains a variety of <code class="docutils literal notranslate"><span class="pre">Symbol</span></code> operations you can combine to form pretty much any loss function. The loss should take in model predictions and the corresponding ground truth labels (as well as other auxiliary parameters, such as the <code class="docutils literal notranslate"><span class="pre">delta</span></code> value used in the Huber loss).</p>
<div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">pseudoHuberLoss</span> <span class="o">&lt;-</span> <span class="nf">function</span><span class="p">(</span><span class="n">pred</span><span class="p">,</span> <span class="n">label</span><span class="p">,</span> <span class="n">delta</span><span class="o">=</span><span class="m">1</span><span class="p">)</span> <span class="p">{</span>
<span class="n">diff</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Reshape</span><span class="p">(</span><span class="n">fc2</span><span class="p">,</span> <span class="n">shape</span> <span class="o">=</span> <span class="m">0</span><span class="p">)</span> <span class="o">-</span> <span class="nf">label</span>
<span class="nf"> </span><span class="p">(</span><span class="nf">mx.symbol.sqrt</span><span class="p">(</span><span class="m">1</span> <span class="o">+</span> <span class="nf">mx.symbol.square</span><span class="p">(</span><span class="n">diff</span><span class="o">/</span><span class="n">delta</span><span class="p">))</span> <span class="o">-</span> <span class="m">1</span><span class="p">)</span> <span class="o">*</span> <span class="n">delta</span><span class="o">^</span><span class="m">2</span>
<span class="p">}</span>
</pre></div>
</div>
<p>Define our neural network archictecture which makes use of this custom loss function:</p>
<div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">data</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Variable</span><span class="p">(</span><span class="s">&quot;data&quot;</span><span class="p">)</span>
<span class="n">label</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Variable</span><span class="p">(</span><span class="s">&quot;label&quot;</span><span class="p">)</span>
<span class="n">fc1</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">num_hidden</span> <span class="o">=</span> <span class="m">14</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;fc1&quot;</span><span class="p">)</span>
<span class="n">tanh1</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.Activation</span><span class="p">(</span><span class="n">fc1</span><span class="p">,</span> <span class="n">act_type</span> <span class="o">=</span> <span class="s">&quot;tanh&quot;</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;tanh1&quot;</span><span class="p">)</span>
<span class="n">fc2</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">tanh1</span><span class="p">,</span> <span class="n">num_hidden</span> <span class="o">=</span> <span class="m">1</span><span class="p">,</span> <span class="n">name</span> <span class="o">=</span> <span class="s">&quot;fc2&quot;</span><span class="p">)</span>
<span class="n">lro2</span> <span class="o">&lt;-</span> <span class="nf">mx.symbol.MakeLoss</span><span class="p">(</span><span class="nf">pseudoHuberLoss</span><span class="p">(</span><span class="n">fc2</span><span class="p">,</span><span class="n">label</span><span class="p">),</span> <span class="n">name</span><span class="o">=</span><span class="s">&quot;psuedohuber&quot;</span><span class="p">)</span>
</pre></div>
</div>
<p>Now we can train the network just as usual:</p>
<div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="nf">mx.set.seed</span><span class="p">(</span><span class="m">0</span><span class="p">)</span>
<span class="n">model2</span> <span class="o">&lt;-</span> <span class="nf">mx.model.FeedForward.create</span><span class="p">(</span><span class="n">lro2</span><span class="p">,</span> <span class="n">X</span> <span class="o">=</span> <span class="n">train.x</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">train.y</span><span class="p">,</span>
<span class="n">ctx</span> <span class="o">=</span> <span class="nf">mx.cpu</span><span class="p">(),</span>
<span class="n">num.round</span> <span class="o">=</span> <span class="m">5</span><span class="p">,</span>
<span class="n">array.batch.size</span> <span class="o">=</span> <span class="m">60</span><span class="p">,</span>
<span class="n">optimizer</span> <span class="o">=</span> <span class="s">&quot;rmsprop&quot;</span><span class="p">,</span>
<span class="n">verbose</span> <span class="o">=</span> <span class="kc">TRUE</span><span class="p">,</span>
<span class="n">array.layout</span> <span class="o">=</span> <span class="s">&quot;rowmajor&quot;</span><span class="p">,</span>
<span class="n">batch.end.callback</span> <span class="o">=</span> <span class="kc">NULL</span><span class="p">,</span>
<span class="n">epoch.end.callback</span> <span class="o">=</span> <span class="kc">NULL</span><span class="p">)</span>
</pre></div>
</div>
<p>Finally, we can evaluate the pseudo-Huber loss of our trained network on the test data.</p>
<p><strong>Caution:</strong> the output of <code class="docutils literal notranslate"><span class="pre">mx.symbol.MakeLoss</span></code> is the gradient of the loss with respect to the input data.
Thus, we cannot simply call <code class="docutils literal notranslate"><span class="pre">predict</span></code> on <code class="docutils literal notranslate"><span class="pre">model2</span></code>.
Instead, here’s how to get predictions from this trained model:</p>
<div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="c1"># pred.wrong &lt;- predict(model2, test.x) # This would produce INVALID predictions.</span>
<span class="n">internals</span> <span class="o">=</span> <span class="nf">internals</span><span class="p">(</span><span class="n">model2</span><span class="o">$</span><span class="n">symbol</span><span class="p">)</span>
<span class="n">fc_symbol</span> <span class="o">=</span> <span class="n">internals</span><span class="p">[[</span><span class="nf">match</span><span class="p">(</span><span class="s">&quot;fc2_output&quot;</span><span class="p">,</span> <span class="nf">outputs</span><span class="p">(</span><span class="n">internals</span><span class="p">))]]</span>
<span class="n">model.huber</span> <span class="o">&lt;-</span> <span class="nf">list</span><span class="p">(</span><span class="n">symbol</span> <span class="o">=</span> <span class="n">fc_symbol</span><span class="p">,</span>
<span class="n">arg.params</span> <span class="o">=</span> <span class="n">model2</span><span class="o">$</span><span class="n">arg.params</span><span class="p">,</span>
<span class="n">aux.params</span> <span class="o">=</span> <span class="n">model2</span><span class="o">$</span><span class="n">aux.params</span><span class="p">)</span>
<span class="nf">class</span><span class="p">(</span><span class="n">model.huber</span><span class="p">)</span> <span class="o">&lt;-</span> <span class="s">&quot;MXFeedForwardModel&quot;</span>
<span class="n">pred.huber</span> <span class="o">&lt;-</span> <span class="nf">predict</span><span class="p">(</span><span class="n">model.huber</span><span class="p">,</span> <span class="n">test.x</span><span class="p">)</span>
<span class="n">losses.test</span> <span class="o">&lt;-</span> <span class="nf">apply</span><span class="p">(</span><span class="nf">matrix</span><span class="p">(</span><span class="nf">c</span><span class="p">(</span><span class="n">pred.huber</span><span class="p">[</span><span class="m">1</span><span class="p">,],</span><span class="n">test.y</span><span class="p">),</span><span class="n">nrow</span><span class="o">=</span><span class="m">2</span><span class="p">,</span><span class="n">byrow</span><span class="o">=</span><span class="bp">T</span><span class="p">),</span> <span class="n">MARGIN</span><span class="o">=</span><span class="m">2</span><span class="p">,</span>
<span class="nf">function</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="n">delta</span><span class="o">=</span><span class="m">1</span><span class="p">)</span> <span class="p">(</span><span class="nf">sqrt</span><span class="p">(</span><span class="m">1</span> <span class="o">+</span> <span class="p">((</span><span class="n">x</span><span class="p">[</span><span class="m">1</span><span class="p">]</span><span class="o">-</span><span class="n">x</span><span class="p">[</span><span class="m">2</span><span class="p">])</span><span class="o">/</span><span class="n">delta</span><span class="p">)</span><span class="o">^</span><span class="m">2</span><span class="p">)</span> <span class="o">-</span> <span class="m">1</span><span class="p">)</span> <span class="o">*</span> <span class="n">delta</span><span class="o">^</span><span class="m">2</span>
<span class="p">)</span> <span class="c1"># since we don&#39;t need gradients, losses are computed via R arrays rather than Symbol objects </span>
<span class="nf">sprintf</span><span class="p">(</span><span class="s">&quot;Pseudo-Huber Loss on test data: %f&quot;</span><span class="p">,</span> <span class="nf">mean</span><span class="p">(</span><span class="n">losses.test</span><span class="p">))</span>
</pre></div>
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