tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- Loading Tensorflow models from disk is instant while loading from gcs is very slow
- import_graph_def with cond nodes fails in eager/tf.function contexts
- Severe slowdown with 1 BN step in while_v2
- Dataset.shuffle leads to worse training performance due to chunked processing
- tf.data.Dataset unusable with steps_per_epoch standard training loop
- How can I clear GPU memory in tensorflow 2?
- Keras - Supporting load/save models and weights to Google Storage
- Ability to calculate projected memory usage for a given model
- Support nested structure as return value in tf.py_function.
- Support setting shapes directly in tf.py_function
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