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A simple parser for reading tensorboard logs

Project description

tbparse

tests build

Read, parse, and plot tensorboard event logs with ease!

tbparse is a simple parser for reading tensorboard logs. It supports logs generated by TensorFlow / Keras, PyTorch, and TensorboardX.

Currently, tbparse enables parsing native types (scalars, tensors, histograms, etc.) easily. More event types will be supported in future versions.

preview

Installation

pip install tbparse

(Requires python >= 3.7)

Usages

from tbparse import SummaryReader
log_dir = "<PATH_TO_EVENT_FILE>"
df = SummaryReader(log_dir).scalars
print(df)

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