Arun Das created MXNET-70:
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Summary: Update Tensorboard Integration
Key: MXNET-70
URL: https://issues.apache.org/jira/browse/MXNET-70
Project: Apache MXNet
Issue Type: Improvement
Reporter: Arun Das
Hello,
With reference to PR
[#9990|https://github.com/apache/incubator-mxnet/pull/9990] .
h1. Description
Current Tensorboard integration with {{dmlc/tensorboard}} allows good
visualizations for MXNET training/eval procedure. However, visualizations are
limited to horizontal axis setting of {{Relative}} or {{Wall}} and do not
include any information about current epoch OR relation between the plots and
epoch.
After spending some time on the code at {{dmlc/tensorboard}}, I found that the
[add_scalar|https://github.com/dmlc/tensorboard/blob/master/python/tensorboard/writer.py#L264]
function have an argument named {{global_step}} to log {{step}} or {{epoch}}
information. I added a simple fix to the
[tensorboard.py|https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/contrib/tensorboard.py]
in MXNET to address this lost information.
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