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python/mxnet/visualization.py
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>>> net = mx.sym.Activation(data=net, name='relu1', act_type="relu") | ||
>>> net = mx.sym.FullyConnected(data=net, name='fc2', num_hidden=10) | ||
>>> net = mx.sym.SoftmaxOutput(data=net, name='out') | ||
>>> mx.viz.plot_network(net, shape={'data':(100,200)}, node_attrs={"fixedsize":"false"}) |
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explain how to used the returned object
python/mxnet/visualization.py
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``node_attrs={"shape":"oval","fixedsize":"false"}`` | ||
will use oval shape for nodes and allow variable sized nodes in the visualization. | ||
hide_weights: bool, optional | ||
Whether to hide inputs with names of the form `*_weight` in the visualization. |
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weight or bias.
also explain why they are hidden
A symbol from the computation graph. The generated digraph will visualize the part | ||
of the computation graph required to compute `symbol`. | ||
shape: dict, optional | ||
Specifies the shape of the input tensors. If specified, the visualization will include |
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the new description of symbol/shape/node_attr/hide_weight seems unnecessarily verbose and even harder to understand.
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If you have specific suggestions on how to rewrite any of them, please let me know.
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The new description appears to be inaccurate. *_weight and *_bias ARE required to compute the symbol. I'd revert this back to the original description with minor modification:
If True (default), then inputs with names of form *_weight
(corresponding to weight tensors) or *_bias
(corresponding to bias vectors) will be hidden.
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Not sure if I understand you. Does the current description say that *_weight and *_bias are not required to compute the symbol?
A symbol from the computation graph. The generated digraph will visualize the part | ||
of the computation graph required to compute `symbol`. | ||
shape: dict, optional | ||
Specifies the shape of the input tensors. If specified, the visualization will include |
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The new description appears to be inaccurate. *_weight and *_bias ARE required to compute the symbol. I'd revert this back to the original description with minor modification:
If True (default), then inputs with names of form *_weight
(corresponding to weight tensors) or *_bias
(corresponding to bias vectors) will be hidden.
* Update documentation for plot_graph. * Minor doc fix.
* Update documentation for plot_graph. * Minor doc fix.
* updated docstring for set_lr_mult and set_wd_mult * updated docstring per review * Fixed imdecode crash bug when flag=0 (#6134) * Fix (#6131) * Docs for MXRecordIO, MXIndexedRecordIO modified (#6013) * docs for MXIndexedRecordIO modified * changes after review * recordIO doc modified * changes after review * lint error * minor change * minor change after review * empty commit to retrigger build * changes after review * Update documentation for mx.callback.Speedometer. (#6058) * Update documentation for mx.callback.Speedometer. * Minor doc changes. * Use module instead of model in example code. * update doc for Load (#6092) * Installation instructions for MacOS and Cloud (#6012) * Fix NDArray bool checking (#6130) * fix shape order bug (#6136) * TOC click unfold (#6133) * [doc] new sphnix plugin (#6105) * update doc * rm * update * update ndarray * update mds * update * update * update * update * update * update * update image.md and others * update * [doc] use debug mode to build (#6151) * move ctc loss to contrib (#6154) * Fix for invalid numpy float indexing (#6144) * Fix python3 compatibilities (#6143) * [doc] small changes to tutorials (#6164) * [doc] Fix left toc link (#6162) * [example]ADD practical functions and options for speech_recognition example (#6141) * ADD practical functions and options for speech_recognition example * add missing stt_bi_graphemes_util.py and deepspeech.cfg template * Added reflection padding (#6123) * Added reflection padding * Lint fix * Added 5d reflection padding * Added failure in forward/backward for input dimensions other than 4 of 5 * Improved sanity check readability * Fixing LICENSE file and adding NOTICE (#6172) * Creating NOTICE. When code moves to Apache, it will need adjusting to the Apache format. * Replacing source header with full license text * doc improvement - softmax, metrics, and initializer (#5945) * doc improvement, softmaxoutput, initializer-constant, minor fixes * doc improvement, metrics * fix softmax doc, fix metric lint * softmax more fixes * add doc change in initializer.py. some minor fix in softmax_cross_entropy * doc change in initializer.py * fix grammer * fix * fix * fix * minor fix * fix * minor fix * DataBatch and NDArrayIter doc modified (#6091) * DataBatch and NDArrayIter doc modified * fixes after review * fixes after review * wording changed * some more fixes * improvement * desc fix * Datadesc info added * minor addition * fix * fix * fix after review * [Scala] Change version to 0.9.5-SNAPSHOT (#6173) * [scala] change version to 0.9.5-SNAPSHOT * API doc improvement Dropout and SoftmaxActivation (#6088) * doc improve for dropout oper * doc improve for SoftmaxActivation oper * fix * fix * Update documentation for mx.callback.do_checkpoint (#6059) * Update documentation for mx.callback.do_checkpoint * Use module instead of model for example code. * Update documentation for plot_graph. (#6098) * Update documentation for plot_graph. * Minor doc fix. * Restruct get started (#6167) * Change get started page * Small fix * Improve * Update documentation of Initializer.dumps() (#6128) * Doc Improvement - RMSProp and RMSPropAlex (#6107) * rmsprop * rmsprop alex * add link in optimizer.py * fix * fix * missed fix.. * Docforcs,fft,ifft (#6145) * fft.cc * add all * changed the description of set_lr_mult and set_wd_mult * Explicitly specify quiet in R install_version (#6171)
* Update documentation for plot_graph. * Minor doc fix.
* updated docstring for set_lr_mult and set_wd_mult * updated docstring per review * Fixed imdecode crash bug when flag=0 (apache#6134) * Fix (apache#6131) * Docs for MXRecordIO, MXIndexedRecordIO modified (apache#6013) * docs for MXIndexedRecordIO modified * changes after review * recordIO doc modified * changes after review * lint error * minor change * minor change after review * empty commit to retrigger build * changes after review * Update documentation for mx.callback.Speedometer. (apache#6058) * Update documentation for mx.callback.Speedometer. * Minor doc changes. * Use module instead of model in example code. * update doc for Load (apache#6092) * Installation instructions for MacOS and Cloud (apache#6012) * Fix NDArray bool checking (apache#6130) * fix shape order bug (apache#6136) * TOC click unfold (apache#6133) * [doc] new sphnix plugin (apache#6105) * update doc * rm * update * update ndarray * update mds * update * update * update * update * update * update * update image.md and others * update * [doc] use debug mode to build (apache#6151) * move ctc loss to contrib (apache#6154) * Fix for invalid numpy float indexing (apache#6144) * Fix python3 compatibilities (apache#6143) * [doc] small changes to tutorials (apache#6164) * [doc] Fix left toc link (apache#6162) * [example]ADD practical functions and options for speech_recognition example (apache#6141) * ADD practical functions and options for speech_recognition example * add missing stt_bi_graphemes_util.py and deepspeech.cfg template * Added reflection padding (apache#6123) * Added reflection padding * Lint fix * Added 5d reflection padding * Added failure in forward/backward for input dimensions other than 4 of 5 * Improved sanity check readability * Fixing LICENSE file and adding NOTICE (apache#6172) * Creating NOTICE. When code moves to Apache, it will need adjusting to the Apache format. * Replacing source header with full license text * doc improvement - softmax, metrics, and initializer (apache#5945) * doc improvement, softmaxoutput, initializer-constant, minor fixes * doc improvement, metrics * fix softmax doc, fix metric lint * softmax more fixes * add doc change in initializer.py. some minor fix in softmax_cross_entropy * doc change in initializer.py * fix grammer * fix * fix * fix * minor fix * fix * minor fix * DataBatch and NDArrayIter doc modified (apache#6091) * DataBatch and NDArrayIter doc modified * fixes after review * fixes after review * wording changed * some more fixes * improvement * desc fix * Datadesc info added * minor addition * fix * fix * fix after review * [Scala] Change version to 0.9.5-SNAPSHOT (apache#6173) * [scala] change version to 0.9.5-SNAPSHOT * API doc improvement Dropout and SoftmaxActivation (apache#6088) * doc improve for dropout oper * doc improve for SoftmaxActivation oper * fix * fix * Update documentation for mx.callback.do_checkpoint (apache#6059) * Update documentation for mx.callback.do_checkpoint * Use module instead of model for example code. * Update documentation for plot_graph. (apache#6098) * Update documentation for plot_graph. * Minor doc fix. * Restruct get started (apache#6167) * Change get started page * Small fix * Improve * Update documentation of Initializer.dumps() (apache#6128) * Doc Improvement - RMSProp and RMSPropAlex (apache#6107) * rmsprop * rmsprop alex * add link in optimizer.py * fix * fix * missed fix.. * Docforcs,fft,ifft (apache#6145) * fft.cc * add all * changed the description of set_lr_mult and set_wd_mult * Explicitly specify quiet in R install_version (apache#6171)
* Update documentation for plot_graph. * Minor doc fix.
* updated docstring for set_lr_mult and set_wd_mult * updated docstring per review * Fixed imdecode crash bug when flag=0 (apache#6134) * Fix (apache#6131) * Docs for MXRecordIO, MXIndexedRecordIO modified (apache#6013) * docs for MXIndexedRecordIO modified * changes after review * recordIO doc modified * changes after review * lint error * minor change * minor change after review * empty commit to retrigger build * changes after review * Update documentation for mx.callback.Speedometer. (apache#6058) * Update documentation for mx.callback.Speedometer. * Minor doc changes. * Use module instead of model in example code. * update doc for Load (apache#6092) * Installation instructions for MacOS and Cloud (apache#6012) * Fix NDArray bool checking (apache#6130) * fix shape order bug (apache#6136) * TOC click unfold (apache#6133) * [doc] new sphnix plugin (apache#6105) * update doc * rm * update * update ndarray * update mds * update * update * update * update * update * update * update image.md and others * update * [doc] use debug mode to build (apache#6151) * move ctc loss to contrib (apache#6154) * Fix for invalid numpy float indexing (apache#6144) * Fix python3 compatibilities (apache#6143) * [doc] small changes to tutorials (apache#6164) * [doc] Fix left toc link (apache#6162) * [example]ADD practical functions and options for speech_recognition example (apache#6141) * ADD practical functions and options for speech_recognition example * add missing stt_bi_graphemes_util.py and deepspeech.cfg template * Added reflection padding (apache#6123) * Added reflection padding * Lint fix * Added 5d reflection padding * Added failure in forward/backward for input dimensions other than 4 of 5 * Improved sanity check readability * Fixing LICENSE file and adding NOTICE (apache#6172) * Creating NOTICE. When code moves to Apache, it will need adjusting to the Apache format. * Replacing source header with full license text * doc improvement - softmax, metrics, and initializer (apache#5945) * doc improvement, softmaxoutput, initializer-constant, minor fixes * doc improvement, metrics * fix softmax doc, fix metric lint * softmax more fixes * add doc change in initializer.py. some minor fix in softmax_cross_entropy * doc change in initializer.py * fix grammer * fix * fix * fix * minor fix * fix * minor fix * DataBatch and NDArrayIter doc modified (apache#6091) * DataBatch and NDArrayIter doc modified * fixes after review * fixes after review * wording changed * some more fixes * improvement * desc fix * Datadesc info added * minor addition * fix * fix * fix after review * [Scala] Change version to 0.9.5-SNAPSHOT (apache#6173) * [scala] change version to 0.9.5-SNAPSHOT * API doc improvement Dropout and SoftmaxActivation (apache#6088) * doc improve for dropout oper * doc improve for SoftmaxActivation oper * fix * fix * Update documentation for mx.callback.do_checkpoint (apache#6059) * Update documentation for mx.callback.do_checkpoint * Use module instead of model for example code. * Update documentation for plot_graph. (apache#6098) * Update documentation for plot_graph. * Minor doc fix. * Restruct get started (apache#6167) * Change get started page * Small fix * Improve * Update documentation of Initializer.dumps() (apache#6128) * Doc Improvement - RMSProp and RMSPropAlex (apache#6107) * rmsprop * rmsprop alex * add link in optimizer.py * fix * fix * missed fix.. * Docforcs,fft,ifft (apache#6145) * fft.cc * add all * changed the description of set_lr_mult and set_wd_mult * Explicitly specify quiet in R install_version (apache#6171)
@mli, @zackchase, @madjam, @nswamy, @Roshrini, @jiajiechen
Please review and merge.