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Add memory cost profiler example for Gluon #13233

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sandeep-krishnamurthy opened this issue Nov 12, 2018 · 1 comment
Open

Add memory cost profiler example for Gluon #13233

sandeep-krishnamurthy opened this issue Nov 12, 2018 · 1 comment

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@sandeep-krishnamurthy
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sandeep-krishnamurthy commented Nov 12, 2018

Users should be able to easily reproduce memory cost when using different memory plan controlling environment variables.

We need to add GLUON scripts for say Inception for Image classification, SSD Object detection, and Transformers for sequence models. Use the different set of Memory optimization controlling environment variables listed here - https://mxnet.incubator.apache.org/faq/env_var.html?highlight=env#memory-options and show memory usage impact.

Post addition of example, link it from the web page here - https://mxnet.incubator.apache.org/architecture/note_memory.html

For symbolic mode, we had an obsolete example - #6272

@zachgk
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zachgk commented Nov 15, 2018

@mxnet-label-bot add [Example, Python, Profiler]

Thank you for submitting the issue! I'm labeling it so the MXNet community members can help resolve it.

@marcoabreu marcoabreu added Example Profiler MXNet profiling issues Python labels Nov 15, 2018
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