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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceMask</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SliceChannel</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.batch.take.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.batch.take</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.crop.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.crop</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.diag.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.diag</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.pick.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.pick</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.GroupNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.abs</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.add.n.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.add.n</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.cumsum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cumsum</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.erf.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.erf</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.erfinv.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.erfinv</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.expm1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.expm1</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.gammaln.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.gammaln</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log10.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log10</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log1p.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log1p</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log2</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.lars.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.lars</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reciprocal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reciprocal</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sign.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sign</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sqrt</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.max.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.max.axis</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.nanprod.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.nanprod</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ceil</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LeakyReLU</span></code></a></li> |
| <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> |
| <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> |
| <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.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.GroupNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.IdentityAttachKLSparseReg</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.InstanceNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.L2Normalization</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LRN</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LayerNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LeakyReLU</span></code></a></li> |
| <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.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.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.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceLast</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceMask</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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SliceChannel</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.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SwapAxis</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.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.abs</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.add.n.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.add.n</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.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.amp.multicast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.amp.multicast</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arccos</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arccosh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arcsin</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arcsinh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arctan</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arctanh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmax</span></code></a></li> |
| <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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmin</span></code></a></li> |
| <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.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.batch.dot.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.batch.dot</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.batch.take.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.batch.take</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> |
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| <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.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.cbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cbrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ceil</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.choose.element.0index.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.choose.element.0index</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.clip.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.clip</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.cos.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cos</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.cosh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cosh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.crop.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.crop</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.cumsum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cumsum</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.degrees.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.degrees</span></code></a></li> |
| <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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.diag.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.diag</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.dot.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.dot</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.add.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.add</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.div.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.div</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.mul.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.mul</span></code></a></li> |
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| <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> |
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| <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.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.shuffle.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.shuffle</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.sign.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sign</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.nd.sin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sin</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sinh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sinh</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/mx.nd.slice.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.slice.axis</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.slice.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.slice.like</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.smooth.l1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.smooth.l1</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.sort.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sort</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.space.to.depth.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.space.to.depth</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.sqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sqrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.square.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.square</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.stop.gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.stop.gradient</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sum</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sum.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sum.axis</span></code></a></li> |
| <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> |
| <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> |
| <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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.lamb_update_phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.lamb_update_phase1</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.lamb_update_phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.lamb_update_phase2</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.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.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.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.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.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.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.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.mp_lamb_update_phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_lamb_update_phase1</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_lamb_update_phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_lamb_update_phase2</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.mp_nag_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.mp_nag_mom_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_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_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.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.nag_mom_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.nag_mom_update</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.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> |
| <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.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.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.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.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.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.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.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.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.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.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.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.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.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.rmsprop_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rmsprop_update</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.rmspropalex_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rmspropalex_update</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.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.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.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.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.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.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> |
| <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.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.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> |
| <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.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.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/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.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.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.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.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.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.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.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.stop_gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.stop_gradient</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.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.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.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.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.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.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.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.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.uniform.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.uniform</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.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.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.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/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/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/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/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> |
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| <li class="toctree-l2 current"><a class="current reference internal" href="#">Handwritten Digits Image Classification</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="ClassifyImageWithPretrainedModel.html">Classify Images with a PreTrained Model</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="charRnn.html">Character-level Language Model using RNN</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="TimeSeriesLSTM.html">LSTM Time Series Example</a></li> |
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| <li class="toctree-l2"><a class="reference internal" href="symbol.html">Symbol and Automatic Differentiation</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="CallbackFunction.html">Callback Functions</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="CustomLossFunction.html">Custom Loss Function</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="CustomIterator.html">Custom Iterator Tutorial</a></li> |
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| <span class="mdl-layout-title toc">Table Of Contents</span> |
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| <nav class="mdl-navigation"> |
| <ul class="current"> |
| <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> |
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| <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> |
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| <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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SwapAxis</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.flip.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.flip</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reverse.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reverse</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.shuffle.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.shuffle</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.space.to.depth.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.space.to.depth</span></code></a></li> |
| <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.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.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmax</span></code></a></li> |
| <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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmin</span></code></a></li> |
| <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> |
| <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.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.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceLast</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceMask</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SliceChannel</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.batch.take.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.batch.take</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.choose.element.0index.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.choose.element.0index</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.crop.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.crop</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.diag.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.diag</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.fill.element.0index.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.fill.element.0index</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.gather.nd.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.gather.nd</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.pick.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.pick</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ravel.multi.index.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ravel.multi.index</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.slice.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.slice.axis</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.slice.like.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.slice.like</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.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.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.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.GroupNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.abs</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.add.n.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.add.n</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.cbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cbrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.cumsum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cumsum</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.add.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.add</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.div.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.div</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.mul.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.mul</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.elemwise.sub.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.elemwise.sub</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.erf.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.erf</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.erfinv.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.erfinv</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.exp.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.exp</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.expm1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.expm1</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.gammaln.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.gammaln</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.identity.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.identity</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log10.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log10</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log1p.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log1p</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.log2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.log2</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.logical.not.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.logical.not</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.moments.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.moments</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> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.multi.sum.sq.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.multi.sum.sq</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.negative.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.negative</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rcbrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rcbrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reciprocal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reciprocal</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reset.arrays.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reset.arrays</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rsqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rsqrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sign.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sign</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sqrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.square.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.square</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.max.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.max</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.max.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.max.axis</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.mean.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.mean</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.min.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.min</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.min.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.min.axis</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.nanprod.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.nanprod</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.nansum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.nansum</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.prod.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.prod</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sum</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sum.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sum.axis</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.ceil.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.ceil</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.clip.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.clip</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.fix.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.fix</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.floor.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.floor</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rint.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rint</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.round.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.round</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.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.L2Normalization</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.det.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.det</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.extractdiag.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.extractdiag</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.extracttrian.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.extracttrian</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.gelqf.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.gelqf</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.gemm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.gemm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.gemm2.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.gemm2</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.inverse.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.inverse</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.makediag.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.makediag</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.maketrian.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.maketrian</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.potrf.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.potrf</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.potri.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.potri</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.slogdet.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.slogdet</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.sumlogdiag.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.sumlogdiag</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.syrk.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.syrk</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.trmm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.trmm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.linalg.trsm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.linalg.trsm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.norm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.norm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.smooth.l1.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.smooth.l1</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arccos</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arcsin</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arctan</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.cos.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cos</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.degrees.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.degrees</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.radians.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.radians</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sin</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.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arccosh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arcsinh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arctanh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.cosh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.cosh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sinh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sinh</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.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.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.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.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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.IdentityAttachKLSparseReg</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.InstanceNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LRN</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LayerNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LeakyReLU</span></code></a></li> |
| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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.GroupNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.GroupNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.IdentityAttachKLSparseReg.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.IdentityAttachKLSparseReg</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.InstanceNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.InstanceNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.L2Normalization.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.L2Normalization</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LRN.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LRN</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LayerNorm.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LayerNorm</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.LeakyReLU.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.LeakyReLU</span></code></a></li> |
| <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.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.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.SequenceLast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceLast</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SequenceMask.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SequenceMask</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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.SliceChannel.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SliceChannel</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.SwapAxis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.SwapAxis</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.abs.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.abs</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.add.n.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.add.n</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.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.amp.multicast.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.amp.multicast</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arccos.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arccos</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arccosh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arccosh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arcsin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arcsin</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arcsinh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arcsinh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arctan.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arctan</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.arctanh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.arctanh</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argmax.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmax</span></code></a></li> |
| <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> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.argmin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.argmin</span></code></a></li> |
| <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> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.pick.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.pick</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.radians.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.radians</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reciprocal.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reciprocal</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.repeat.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.repeat</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.reverse.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.reverse</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rint.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rint</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.rsqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.rsqrt</span></code></a></li> |
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| <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.scatter.nd.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.scatter.nd</span></code></a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.shuffle.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.shuffle</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.sign.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sign</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.nd.sin.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sin</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sinh.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sinh</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> |
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| <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.sort.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sort</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.space.to.depth.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.space.to.depth</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.sqrt.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sqrt</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.square.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.square</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.stop.gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.stop.gradient</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sum.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sum</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.nd.sum.axis.html"><code class="docutils literal notranslate"><span class="pre">mx.nd.sum.axis</span></code></a></li> |
| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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> |
| <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.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.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.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.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.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.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.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.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.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.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.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.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.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.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.lamb_update_phase1.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.lamb_update_phase1</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="../api/mx.symbol.lamb_update_phase2.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.lamb_update_phase2</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.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.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> |
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| <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> |
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| <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> |
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| <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.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.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> |
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| <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.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.radians.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.radians</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> |
| <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> |
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| <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> |
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| <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> |
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| <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> |
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| <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.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.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.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.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.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.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.rmsprop_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.rmsprop_update</span></code></a></li> |
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| <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> |
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| <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.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.signsgd_update.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.signsgd_update</span></code></a></li> |
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| <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.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.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/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> |
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| <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.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.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.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.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.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.stop_gradient.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.stop_gradient</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.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.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.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.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.tile.html"><code class="docutils literal notranslate"><span class="pre">mx.symbol.tile</span></code></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="handwritten-digits-image-classification"> |
| <h1>Handwritten Digits Image Classification<a class="headerlink" href="#handwritten-digits-image-classification" title="Permalink to this headline">¶</a></h1> |
| <p><a class="reference external" href="http://yann.lecun.com/exdb/mnist/">MNIST</a> is a popular data set containing simple images of handwritten digits 0-9. |
| Every digit is represented by a 28 x 28 pixel image. |
| There is a long-term hosted competition on <a class="reference external" href="https://www.kaggle.com/c/digit-recognizer">Kaggle</a> using MNIST. |
| This tutorial shows how to use MXNet in R to develop neural network models for competing in this multi-class classification challenge.</p> |
| <div class="section" id="loading-the-data"> |
| <h2>Loading the Data<a class="headerlink" href="#loading-the-data" title="Permalink to this headline">¶</a></h2> |
| <p>First, let’s download the data from <a class="reference external" href="http://www.kaggle.com/c/digit-recognizer/data">Kaggle</a> and put it in a <code class="docutils literal notranslate"><span class="pre">data/</span></code> sub-folder inside the current working directory.</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="nf">if </span><span class="p">(</span><span class="o">!</span><span class="nf">dir.exists</span><span class="p">(</span><span class="s">'data'</span><span class="p">))</span> <span class="p">{</span> |
| <span class="nf">dir.create</span><span class="p">(</span><span class="s">'data'</span><span class="p">)</span> |
| <span class="p">}</span> |
| <span class="nf">if </span><span class="p">(</span><span class="o">!</span><span class="nf">file.exists</span><span class="p">(</span><span class="s">'data/train.csv'</span><span class="p">))</span> <span class="p">{</span> |
| <span class="nf">download.file</span><span class="p">(</span><span class="n">url</span><span class="o">=</span><span class="s">'https://raw.githubusercontent.com/wehrley/Kaggle-Digit-Recognizer/master/train.csv'</span><span class="p">,</span> |
| <span class="n">destfile</span><span class="o">=</span><span class="s">'data/train.csv'</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="s">'wget'</span><span class="p">)</span> |
| <span class="p">}</span> |
| <span class="nf">if </span><span class="p">(</span><span class="o">!</span><span class="nf">file.exists</span><span class="p">(</span><span class="s">'data/test.csv'</span><span class="p">))</span> <span class="p">{</span> |
| <span class="nf">download.file</span><span class="p">(</span><span class="n">url</span><span class="o">=</span><span class="s">'https://raw.githubusercontent.com/wehrley/Kaggle-Digit-Recognizer/master/test.csv'</span><span class="p">,</span> |
| <span class="n">destfile</span><span class="o">=</span><span class="s">'data/test.csv'</span><span class="p">,</span> <span class="n">method</span><span class="o">=</span><span class="s">'wget'</span><span class="p">)</span> |
| <span class="p">}</span> |
| </pre></div> |
| </div> |
| <p>The above commands rely on <code class="docutils literal notranslate"><span class="pre">wget</span></code> being installed on your machine. |
| If they fail, you can instead manually get the data yourself via the following steps:</p> |
| <ol class="simple"> |
| <li><p>Create a folder named <code class="docutils literal notranslate"><span class="pre">data/</span></code> in the current working directory (to see which directory this is, enter: <code class="docutils literal notranslate"><span class="pre">getwd()</span></code> in your current R console).</p></li> |
| <li><p>Navigate to the <a class="reference external" href="https://www.kaggle.com/c/digit-recognizer/data">Kaggle website</a>, log into (or create) your Kaggle account and accept the terms for this competition.</p></li> |
| <li><p>Finally, click on <strong>Download All</strong> to download the data to your computer, and copy the files <code class="docutils literal notranslate"><span class="pre">train.csv</span></code> and <code class="docutils literal notranslate"><span class="pre">test.csv</span></code> into the previously-created <code class="docutils literal notranslate"><span class="pre">data/</span></code> folder.</p></li> |
| </ol> |
| <p>Once the downloads have completed, we can read the data into R and convert it to matrices:</p> |
| <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">train</span> <span class="o"><-</span> <span class="nf">read.csv</span><span class="p">(</span><span class="s">'data/train.csv'</span><span class="p">,</span> <span class="n">header</span><span class="o">=</span><span class="kc">TRUE</span><span class="p">)</span> |
| <span class="n">test</span> <span class="o"><-</span> <span class="nf">read.csv</span><span class="p">(</span><span class="s">'data/test.csv'</span><span class="p">,</span> <span class="n">header</span><span class="o">=</span><span class="kc">TRUE</span><span class="p">)</span> |
| <span class="n">train</span> <span class="o"><-</span> <span class="nf">data.matrix</span><span class="p">(</span><span class="n">train</span><span class="p">)</span> |
| <span class="n">test_features</span> <span class="o"><-</span> <span class="nf">data.matrix</span><span class="p">(</span><span class="n">test</span><span class="p">)</span> <span class="c1"># Labels are not provided for test data.</span> |
| <span class="n">train_features</span> <span class="o"><-</span> <span class="n">train</span><span class="p">[,</span><span class="m">-1</span><span class="p">]</span> |
| <span class="n">train_y</span> <span class="o"><-</span> <span class="n">train</span><span class="p">[,</span><span class="m">1</span><span class="p">]</span> |
| <span class="n">train_x</span> <span class="o"><-</span> <span class="nf">t</span><span class="p">(</span><span class="n">train_features</span><span class="o">/</span><span class="m">255</span><span class="p">)</span> |
| <span class="n">test_x</span> <span class="o"><-</span> <span class="nf">t</span><span class="p">(</span><span class="n">test_features</span><span class="o">/</span><span class="m">255</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>Every image is represented as a single row in <code class="docutils literal notranslate"><span class="pre">train.features</span></code>/<code class="docutils literal notranslate"><span class="pre">test.features</span></code>. The greyscale of each image falls in the range [0, 255]. Above, we linearly transform the pixel values into [0,1]. We have also transposed the input matrix to <em>npixel</em> x <em>nexamples</em>, which is the major format for columns accepted by MXNet (and the convention of R).</p> |
| <p>Let’s view an example image:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">i</span> <span class="o">=</span> <span class="m">10</span> <span class="c1"># change this value to view different examples from the training data</span> |
| |
| <span class="n">pixels</span> <span class="o">=</span> <span class="nf">matrix</span><span class="p">(</span><span class="n">train_x</span><span class="p">[,</span><span class="n">i</span><span class="p">],</span><span class="n">nrow</span><span class="o">=</span><span class="m">28</span><span class="p">,</span> <span class="n">byrow</span><span class="o">=</span><span class="kc">TRUE</span><span class="p">)</span> |
| <span class="nf">image</span><span class="p">(</span><span class="nf">t</span><span class="p">(</span><span class="nf">apply</span><span class="p">(</span><span class="n">pixels</span><span class="p">,</span> <span class="m">2</span><span class="p">,</span> <span class="n">rev</span><span class="p">))</span> <span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="nf">gray</span><span class="p">((</span><span class="m">0</span><span class="o">:</span><span class="m">255</span><span class="p">)</span><span class="o">/</span><span class="m">255</span><span class="p">),</span> |
| <span class="n">xlab</span><span class="o">=</span><span class="s">""</span><span class="p">,</span> <span class="n">ylab</span><span class="o">=</span><span class="s">""</span><span class="p">,</span> <span class="n">main</span><span class="o">=</span><span class="nf">paste</span><span class="p">(</span><span class="s">"Label for this image:"</span><span class="p">,</span> <span class="n">train_y</span><span class="p">[</span><span class="n">i</span><span class="p">]))</span> |
| </pre></div> |
| </div> |
| <p>The proportion of each label within the training data is known to significantly affect the results of multi-class classification models. |
| We can see that in our MNIST training set, the number of images from each digit is fairly evenly distributed:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="nf">table</span><span class="p">(</span><span class="n">train_y</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="configuring-a-neural-network"> |
| <h2>Configuring a neural network<a class="headerlink" href="#configuring-a-neural-network" title="Permalink to this headline">¶</a></h2> |
| <p>Now that we have the data, let’s create a neural network model. Here, we can use the <code class="docutils literal notranslate"><span class="pre">Symbol</span></code> framework in MXNet to declare our desired network architecture:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">data</span> <span class="o"><-</span> <span class="nf">mx.symbol.Variable</span><span class="p">(</span><span class="s">"data"</span><span class="p">)</span> |
| <span class="n">fc1</span> <span class="o"><-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s">"fc1"</span><span class="p">,</span> <span class="n">num_hidden</span><span class="o">=</span><span class="m">128</span><span class="p">)</span> |
| <span class="n">act1</span> <span class="o"><-</span> <span class="nf">mx.symbol.Activation</span><span class="p">(</span><span class="n">fc1</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s">"relu1"</span><span class="p">,</span> <span class="n">act_type</span><span class="o">=</span><span class="s">"relu"</span><span class="p">)</span> |
| <span class="n">fc2</span> <span class="o"><-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">act1</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s">"fc2"</span><span class="p">,</span> <span class="n">num_hidden</span><span class="o">=</span><span class="m">64</span><span class="p">)</span> |
| <span class="n">act2</span> <span class="o"><-</span> <span class="nf">mx.symbol.Activation</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">"relu2"</span><span class="p">,</span> <span class="n">act_type</span><span class="o">=</span><span class="s">"relu"</span><span class="p">)</span> |
| <span class="n">fc3</span> <span class="o"><-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">act2</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s">"fc3"</span><span class="p">,</span> <span class="n">num_hidden</span><span class="o">=</span><span class="m">10</span><span class="p">)</span> |
| <span class="n">softmax</span> <span class="o"><-</span> <span class="nf">mx.symbol.SoftmaxOutput</span><span class="p">(</span><span class="n">fc3</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s">"sm"</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <ol class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">data</span></code> above represents the input data, i.e. the inputs to our neural network model.</p></li> |
| <li><p>We define the first hidden layer with <code class="docutils literal notranslate"><span class="pre">fc1</span> <span class="pre"><-</span> <span class="pre">mx.symbol.FullyConnected(data,</span> <span class="pre">name="fc1",</span> <span class="pre">num_hidden=128)</span></code>. |
| This is a standard fully-connected layer that takes in <code class="docutils literal notranslate"><span class="pre">data</span></code> as its input, can be referenced by the name “fc1”, and consists of 128 hidden neurons.</p></li> |
| <li><p>The rectified linear unit (“relu”) activation function is chosen for this first layer “fc1”.</p></li> |
| <li><p>The second layer “fc2” is another fully-connected layer that takes the (post-relu) activations of the first hidden layer as its input, consists of 64 hidden neurons, and also employs relu activations. Note that when specifying which activation function to use for which layer, you must refer to the approporiate name of the layer.</p></li> |
| <li><p>Fully-connected layer “fc3” produces the outputs of our model (it is the ouput layer). Note that this layer employs 10 neurons (corresponding to 10 output values), one for each of the 10 possible classes in our classification task. To ensure the output values represent valid class-probabilities (i.e. they are nonnegative and sum to 1), the network finally applies the softmax function to the outputs of “fc3”.</p></li> |
| </ol> |
| </div> |
| <div class="section" id="training"> |
| <h2>Training<a class="headerlink" href="#training" title="Permalink to this headline">¶</a></h2> |
| <p>We are almost ready to train the neural network we have defined. |
| Before we start the computation, let’s decide which device to use:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">devices</span> <span class="o"><-</span> <span class="nf">mx.cpu</span><span class="p">()</span> |
| </pre></div> |
| </div> |
| <p>This command tells <strong>mxnet</strong> to use the CPU for all neural network computations.</p> |
| <p>Now, you can run the following command to train the neural network!</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">model</span> <span class="o"><-</span> <span class="nf">mx.model.FeedForward.create</span><span class="p">(</span><span class="n">softmax</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="n">devices</span><span class="p">,</span> <span class="n">num.round</span><span class="o">=</span><span class="m">10</span><span class="p">,</span> <span class="n">array.batch.size</span><span class="o">=</span><span class="m">100</span><span class="p">,</span> |
| <span class="n">learning.rate</span><span class="o">=</span><span class="m">0.07</span><span class="p">,</span> <span class="n">momentum</span><span class="o">=</span><span class="m">0.9</span><span class="p">,</span> <span class="n">eval.metric</span><span class="o">=</span><span class="n">mx.metric.accuracy</span><span class="p">,</span> |
| <span class="n">initializer</span><span class="o">=</span><span class="nf">mx.init.uniform</span><span class="p">(</span><span class="m">0.07</span><span class="p">),</span> |
| <span class="n">epoch.end.callback</span><span class="o">=</span><span class="nf">mx.callback.log.train.metric</span><span class="p">(</span><span class="m">100</span><span class="p">))</span> |
| </pre></div> |
| </div> |
| <p>Note that <code class="docutils literal notranslate"><span class="pre">mx.set.seed</span></code> is the function that controls all randomness in <strong>mxnet</strong> and is critical to ensure reproducible results |
| (R’s <code class="docutils literal notranslate"><span class="pre">set.seed</span></code> function does not govern randomness within <strong>mxnet</strong>).</p> |
| <p>By declaring we are interested in <code class="docutils literal notranslate"><span class="pre">mx.metric.accuracy</span></code> in the above command, the loss function used during training is automatically chosen as the cross-entropy loss – the de facto choice for multiclass classification tasks.</p> |
| </div> |
| <div class="section" id="making-predictions"> |
| <h2>Making Predictions<a class="headerlink" href="#making-predictions" title="Permalink to this headline">¶</a></h2> |
| <p>We can easily use our trained network to make predictions on the test data:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">preds</span> <span class="o"><-</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">predicted_labels</span> <span class="o"><-</span> <span class="nf">max.col</span><span class="p">(</span><span class="nf">t</span><span class="p">(</span><span class="n">preds</span><span class="p">))</span> <span class="o">-</span> <span class="m">1</span> |
| <span class="nf">table</span><span class="p">(</span><span class="n">predicted_labels</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>There are 28,000 test examples, and our model produces 10 numbers for each example, which represent the estimated probabilities of each class for a given image. <code class="docutils literal notranslate"><span class="pre">preds</span></code> is a 28000 x 10 matrix, where each column contains the predicted class-probabilities for a particular test image. To determine which label our model estimates to be most likely for a test image (<code class="docutils literal notranslate"><span class="pre">predicted_labels</span></code>), we used <code class="docutils literal notranslate"><span class="pre">max.col</span></code>.</p> |
| <p>Let’s view a particular prediction:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">i</span> <span class="o">=</span> <span class="m">2</span> <span class="c1"># change this to view the predictions for different test examples</span> |
| |
| <span class="n">class_probs_i</span> <span class="o">=</span> <span class="n">preds</span><span class="p">[,</span><span class="n">i</span><span class="p">]</span> |
| <span class="nf">names</span><span class="p">(</span><span class="n">class_probs_i</span><span class="p">)</span> <span class="o">=</span> <span class="nf">as.character</span><span class="p">(</span><span class="m">0</span><span class="o">:</span><span class="m">9</span><span class="p">)</span> |
| <span class="nf">print</span><span class="p">(</span><span class="s">"Predicted class probabilities for this test image:"</span><span class="p">);</span> <span class="nf">print</span><span class="p">(</span><span class="n">class_probs_i</span><span class="p">)</span> |
| <span class="nf">image</span><span class="p">(</span><span class="nf">t</span><span class="p">(</span><span class="nf">apply</span><span class="p">(</span><span class="nf">matrix</span><span class="p">(</span><span class="n">test_x</span><span class="p">[,</span><span class="n">i</span><span class="p">],</span><span class="n">nrow</span><span class="o">=</span><span class="m">28</span><span class="p">,</span> <span class="n">byrow</span><span class="o">=</span><span class="kc">TRUE</span><span class="p">),</span> <span class="m">2</span><span class="p">,</span> <span class="n">rev</span><span class="p">))</span> <span class="p">,</span> <span class="n">col</span><span class="o">=</span><span class="nf">gray</span><span class="p">((</span><span class="m">0</span><span class="o">:</span><span class="m">255</span><span class="p">)</span><span class="o">/</span><span class="m">255</span><span class="p">),</span> |
| <span class="n">xlab</span><span class="o">=</span><span class="s">""</span><span class="p">,</span> <span class="n">ylab</span><span class="o">=</span><span class="s">""</span><span class="p">,</span> <span class="n">main</span><span class="o">=</span><span class="nf">paste0</span><span class="p">(</span><span class="s">"Predicted Label: "</span><span class="p">,</span><span class="n">predicted_labels</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="s">". Confidence: "</span><span class="p">,</span> <span class="nf">floor</span><span class="p">(</span><span class="nf">max</span><span class="p">(</span><span class="n">class_probs_i</span><span class="p">)</span><span class="o">*</span><span class="m">100</span><span class="p">),</span><span class="s">"%"</span><span class="p">))</span> |
| </pre></div> |
| </div> |
| <p>With a little extra effort, we can create a CSV-formatted file that contains our predictions for all of the test data. |
| After running the below command, you can submit the <code class="docutils literal notranslate"><span class="pre">submission.csv</span></code> file to the <a class="reference external" href="https://www.kaggle.com/c/digit-recognizer/submit">Kaggle competition</a>!</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">submission</span> <span class="o"><-</span> <span class="nf">data.frame</span><span class="p">(</span><span class="n">ImageId</span><span class="o">=</span><span class="m">1</span><span class="o">:</span><span class="nf">ncol</span><span class="p">(</span><span class="n">test_x</span><span class="p">),</span> <span class="n">Label</span><span class="o">=</span><span class="n">predicted_labels</span><span class="p">)</span> |
| <span class="nf">write.csv</span><span class="p">(</span><span class="n">submission</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="s">'submission.csv'</span><span class="p">,</span> <span class="n">row.names</span><span class="o">=</span><span class="kc">FALSE</span><span class="p">,</span> <span class="n">quote</span><span class="o">=</span><span class="kc">FALSE</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="convolutional-neural-network-lenet"> |
| <h2>Convolutional Neural Network (LeNet)<a class="headerlink" href="#convolutional-neural-network-lenet" title="Permalink to this headline">¶</a></h2> |
| <p>Previously, we used a standard feedforward neural network (with only fully-connected layers) as our classification model. |
| For the same task, we can instead use a convolutional neural network, which employs alternative types of layers better-suited for handling the spatial structure present in image data. |
| The specific convolutional network we use is the <a class="reference external" href="http://yann.lecun.com/exdb/lenet/">LeNet</a> architecture, which was previously proposed by Yann LeCun for recognizing handwritten digits.</p> |
| <p>Here’s how we can construct the LeNet network:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="c1"># declare input data</span> |
| <span class="n">data</span> <span class="o"><-</span> <span class="nf">mx.symbol.Variable</span><span class="p">(</span><span class="s">'data'</span><span class="p">)</span> |
| <span class="c1"># first convolutional layer: 20 filters</span> |
| <span class="n">conv1</span> <span class="o"><-</span> <span class="nf">mx.symbol.Convolution</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">data</span><span class="p">,</span> <span class="n">kernel</span><span class="o">=</span><span class="nf">c</span><span class="p">(</span><span class="m">5</span><span class="p">,</span><span class="m">5</span><span class="p">),</span> <span class="n">num_filter</span><span class="o">=</span><span class="m">20</span><span class="p">)</span> |
| <span class="n">tanh1</span> <span class="o"><-</span> <span class="nf">mx.symbol.Activation</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">conv1</span><span class="p">,</span> <span class="n">act_type</span><span class="o">=</span><span class="s">"tanh"</span><span class="p">)</span> |
| <span class="n">pool1</span> <span class="o"><-</span> <span class="nf">mx.symbol.Pooling</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">tanh1</span><span class="p">,</span> <span class="n">pool_type</span><span class="o">=</span><span class="s">"max"</span><span class="p">,</span> |
| <span class="n">kernel</span><span class="o">=</span><span class="nf">c</span><span class="p">(</span><span class="m">2</span><span class="p">,</span><span class="m">2</span><span class="p">),</span> <span class="n">stride</span><span class="o">=</span><span class="nf">c</span><span class="p">(</span><span class="m">2</span><span class="p">,</span><span class="m">2</span><span class="p">))</span> |
| <span class="c1"># second convolutional layer: 50 filters</span> |
| <span class="n">conv2</span> <span class="o"><-</span> <span class="nf">mx.symbol.Convolution</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">pool1</span><span class="p">,</span> <span class="n">kernel</span><span class="o">=</span><span class="nf">c</span><span class="p">(</span><span class="m">5</span><span class="p">,</span><span class="m">5</span><span class="p">),</span> <span class="n">num_filter</span><span class="o">=</span><span class="m">50</span><span class="p">)</span> |
| <span class="n">tanh2</span> <span class="o"><-</span> <span class="nf">mx.symbol.Activation</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">conv2</span><span class="p">,</span> <span class="n">act_type</span><span class="o">=</span><span class="s">"tanh"</span><span class="p">)</span> |
| <span class="n">pool2</span> <span class="o"><-</span> <span class="nf">mx.symbol.Pooling</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">tanh2</span><span class="p">,</span> <span class="n">pool_type</span><span class="o">=</span><span class="s">"max"</span><span class="p">,</span> |
| <span class="n">kernel</span><span class="o">=</span><span class="nf">c</span><span class="p">(</span><span class="m">2</span><span class="p">,</span><span class="m">2</span><span class="p">),</span> <span class="n">stride</span><span class="o">=</span><span class="nf">c</span><span class="p">(</span><span class="m">2</span><span class="p">,</span><span class="m">2</span><span class="p">))</span> |
| <span class="c1"># flatten resulting outputs into a vector</span> |
| <span class="n">flatten</span> <span class="o"><-</span> <span class="nf">mx.symbol.Flatten</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">pool2</span><span class="p">)</span> |
| <span class="c1"># first fully-connected layer</span> |
| <span class="n">fc1</span> <span class="o"><-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">flatten</span><span class="p">,</span> <span class="n">num_hidden</span><span class="o">=</span><span class="m">500</span><span class="p">)</span> |
| <span class="n">tanh3</span> <span class="o"><-</span> <span class="nf">mx.symbol.Activation</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">fc1</span><span class="p">,</span> <span class="n">act_type</span><span class="o">=</span><span class="s">"tanh"</span><span class="p">)</span> |
| <span class="c1"># second fully-connected layer (output layer)</span> |
| <span class="n">fc2</span> <span class="o"><-</span> <span class="nf">mx.symbol.FullyConnected</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">tanh3</span><span class="p">,</span> <span class="n">num_hidden</span><span class="o">=</span><span class="m">10</span><span class="p">)</span> |
| <span class="n">lenet</span> <span class="o"><-</span> <span class="nf">mx.symbol.SoftmaxOutput</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">fc2</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <p>This model first passes the input through two convolutional layers with max-pooling and tanh activations, before subsequently applying two standard fully-connected layers (again with tanh activation). |
| The number of filters employed by each convolutional layer can be thought of as the number of distinct patterns that the layer searches for in its input. |
| In convolutional neural networks, it is important to <em>flatten</em> the spatial output of convolutional layers into a vector before passing these values to subsequent fully-connected layers.</p> |
| <p>We also reshape our data matrices into spatially-arranged arrays, which is important since convolutional layers are highly sensitive to the spatial layout of their inputs.</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">train_array</span> <span class="o"><-</span> <span class="n">train_x</span> |
| <span class="nf">dim</span><span class="p">(</span><span class="n">train_array</span><span class="p">)</span> <span class="o"><-</span> <span class="nf">c</span><span class="p">(</span><span class="m">28</span><span class="p">,</span> <span class="m">28</span><span class="p">,</span> <span class="m">1</span><span class="p">,</span> <span class="nf">ncol</span><span class="p">(</span><span class="n">train_x</span><span class="p">))</span> |
| <span class="n">test_array</span> <span class="o"><-</span> <span class="n">test_x</span> |
| <span class="nf">dim</span><span class="p">(</span><span class="n">test_array</span><span class="p">)</span> <span class="o"><-</span> <span class="nf">c</span><span class="p">(</span><span class="m">28</span><span class="p">,</span> <span class="m">28</span><span class="p">,</span> <span class="m">1</span><span class="p">,</span> <span class="nf">ncol</span><span class="p">(</span><span class="n">test_x</span><span class="p">))</span> |
| </pre></div> |
| </div> |
| <p>Before training our convolutional network, we once again specify what devices to run computations on.</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">n.gpu</span> <span class="o"><-</span> <span class="m">1</span> <span class="c1"># you can set this to the number of GPUs available on your machine</span> |
| |
| <span class="n">device.cpu</span> <span class="o"><-</span> <span class="nf">mx.cpu</span><span class="p">()</span> |
| <span class="n">device.gpu</span> <span class="o"><-</span> <span class="nf">lapply</span><span class="p">(</span><span class="m">0</span><span class="o">:</span><span class="p">(</span><span class="n">n.gpu</span><span class="m">-1</span><span class="p">),</span> <span class="nf">function</span><span class="p">(</span><span class="n">i</span><span class="p">)</span> <span class="p">{</span> |
| <span class="nf">mx.gpu</span><span class="p">(</span><span class="n">i</span><span class="p">)</span> |
| <span class="p">})</span> |
| </pre></div> |
| </div> |
| <p>We can pass a list of devices to ask MXNet to train on multiple GPUs (you can do this for CPUs, but because internal computation of CPUs is already multi-threaded, there is less gain than with using GPUs).</p> |
| <p>Start by training our convolutional neural network on the CPU first. Because this takes a bit time, we run it for just one training epoch:</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">model</span> <span class="o"><-</span> <span class="nf">mx.model.FeedForward.create</span><span class="p">(</span><span class="n">lenet</span><span class="p">,</span> <span class="n">X</span><span class="o">=</span><span class="n">train_array</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="n">device.cpu</span><span class="p">,</span> <span class="n">num.round</span><span class="o">=</span><span class="m">1</span><span class="p">,</span> <span class="n">array.batch.size</span><span class="o">=</span><span class="m">100</span><span class="p">,</span> |
| <span class="n">learning.rate</span><span class="o">=</span><span class="m">0.05</span><span class="p">,</span> <span class="n">momentum</span><span class="o">=</span><span class="m">0.9</span><span class="p">,</span> <span class="n">wd</span><span class="o">=</span><span class="m">0.00001</span><span class="p">,</span> |
| <span class="n">eval.metric</span><span class="o">=</span><span class="n">mx.metric.accuracy</span><span class="p">,</span> |
| <span class="n">epoch.end.callback</span><span class="o">=</span><span class="nf">mx.callback.log.train.metric</span><span class="p">(</span><span class="m">100</span><span class="p">))</span> |
| </pre></div> |
| </div> |
| <p>Here, <code class="docutils literal notranslate"><span class="pre">wd</span></code> specifies a small amount of weight-decay (i.e. l2 regularization) should be employed while training our network parameters.</p> |
| <p>We could also train the same model using the GPU instead, which can significantly speed up training.</p> |
| <p><strong>Note:</strong> The below command that specifies GPU training will only work if the GPU-version of MXNet has been properly installed. To avoid issues, we set the Boolean flag <code class="docutils literal notranslate"><span class="pre">use_gpu</span></code> based on whether or not a GPU is detected in the current environment.</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">use_gpu</span> <span class="o"><-</span> <span class="o">!</span><span class="nf">inherits</span><span class="p">(</span><span class="nf">try</span><span class="p">(</span><span class="nf">mx.nd.zeros</span><span class="p">(</span><span class="m">1</span><span class="p">,</span><span class="nf">mx.gpu</span><span class="p">()),</span> <span class="n">silent</span> <span class="o">=</span> <span class="kc">TRUE</span><span class="p">),</span> <span class="s">'try-error'</span><span class="p">)</span> <span class="c1"># TRUE if GPU is detected.</span> |
| <span class="nf">if </span><span class="p">(</span><span class="n">use_gpu</span><span class="p">)</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"><-</span> <span class="nf">mx.model.FeedForward.create</span><span class="p">(</span><span class="n">lenet</span><span class="p">,</span> <span class="n">X</span><span class="o">=</span><span class="n">train_array</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="n">device.gpu</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">100</span><span class="p">,</span> |
| <span class="n">learning.rate</span><span class="o">=</span><span class="m">0.05</span><span class="p">,</span> <span class="n">momentum</span><span class="o">=</span><span class="m">0.9</span><span class="p">,</span> <span class="n">wd</span><span class="o">=</span><span class="m">0.00001</span><span class="p">,</span> |
| <span class="n">eval.metric</span><span class="o">=</span><span class="n">mx.metric.accuracy</span><span class="p">,</span> |
| <span class="n">epoch.end.callback</span><span class="o">=</span><span class="nf">mx.callback.log.train.metric</span><span class="p">(</span><span class="m">100</span><span class="p">))</span> |
| <span class="p">}</span> |
| </pre></div> |
| </div> |
| <p>Finally, we can submit the convolutional neural network predictions to Kaggle to see if our ranking in the competition has improved:</p> |
| <div class="highlight-R notranslate"><div class="highlight"><pre><span></span><span class="n">preds</span> <span class="o"><-</span> <span class="nf">predict</span><span class="p">(</span><span class="n">model</span><span class="p">,</span> <span class="n">test_array</span><span class="p">)</span> |
| <span class="n">predicted_labels</span> <span class="o"><-</span> <span class="nf">max.col</span><span class="p">(</span><span class="nf">t</span><span class="p">(</span><span class="n">preds</span><span class="p">))</span> <span class="o">-</span> <span class="m">1</span> |
| <span class="n">submission</span> <span class="o"><-</span> <span class="nf">data.frame</span><span class="p">(</span><span class="n">ImageId</span><span class="o">=</span><span class="m">1</span><span class="o">:</span><span class="nf">ncol</span><span class="p">(</span><span class="n">test_x</span><span class="p">),</span> <span class="n">Label</span><span class="o">=</span><span class="n">predicted_labels</span><span class="p">)</span> |
| <span class="nf">write.csv</span><span class="p">(</span><span class="n">submission</span><span class="p">,</span> <span class="n">file</span><span class="o">=</span><span class="s">'lenetsubmission.csv'</span><span class="p">,</span> <span class="n">row.names</span><span class="o">=</span><span class="kc">FALSE</span><span class="p">,</span> <span class="n">quote</span><span class="o">=</span><span class="kc">FALSE</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="section" id="user-exercise"> |
| <h2>User Exercise<a class="headerlink" href="#user-exercise" title="Permalink to this headline">¶</a></h2> |
| <p>Try to further improve MNIST classification performance by playing with factors such as:</p> |
| <ul class="simple"> |
| <li><p>the neural network architecture (# of convolutional/fully-connected layers, # of neurons in each layer, the activation functions and pooling-strategy, etc.)</p></li> |
| <li><p>the type of optimizer (c.f. <code class="docutils literal notranslate"><span class="pre">mx.opt.adam</span></code>) used and its hyperparameters (e.g. learning rate, momentum)</p></li> |
| <li><p>how the neural network parameters are initialized (c.f. <code class="docutils literal notranslate"><span class="pre">mx.init.normal</span></code>)</p></li> |
| <li><p>different regularization strategies (e.g. altering the value of <code class="docutils literal notranslate"><span class="pre">wd</span></code> or introducing dropout: <code class="docutils literal notranslate"><span class="pre">mx.symbol.Dropout</span></code>)</p></li> |
| <li><p>augmenting the training data with additional examples created through simple transformations such as rotation/cropping</p></li> |
| </ul> |
| </div> |
| </div> |
| |
| |
| </div> |
| <div class="side-doc-outline"> |
| <div class="side-doc-outline--content"> |
| <div class="localtoc"> |
| <p class="caption"> |
| <span class="caption-text">Table Of Contents</span> |
| </p> |
| <ul> |
| <li><a class="reference internal" href="#">Handwritten Digits Image Classification</a><ul> |
| <li><a class="reference internal" href="#loading-the-data">Loading the Data</a></li> |
| <li><a class="reference internal" href="#configuring-a-neural-network">Configuring a neural network</a></li> |
| <li><a class="reference internal" href="#training">Training</a></li> |
| <li><a class="reference internal" href="#making-predictions">Making Predictions</a></li> |
| <li><a class="reference internal" href="#convolutional-neural-network-lenet">Convolutional Neural Network (LeNet)</a></li> |
| <li><a class="reference internal" href="#user-exercise">User Exercise</a></li> |
| </ul> |
| </li> |
| </ul> |
| |
| </div> |
| </div> |
| </div> |
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