tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- Cumulative decaying sum
- Warning/Error not present when not using the result of write in a TensorArray
- TopK result always sort when k==num_cols
- tensorflow.python.ops.linalg.sparse.matmul crashes when inputs have different rank, but only if either is a CSRSparseMatrix
- Method Chaining in Tensorflow
- Hang on out of memory error
- Memory leak in finalizing GeneratorDataset iterator
- `recompute_grad` does not save memory and is incompatible with graph mode
- Gradient checkpointing: Wrap `tf.keras.Model` or `tf.keras.layers.Layer` in `tf.recompute_gradients()`
- Loading Tensorflow models from disk is instant while loading from gcs is very slow
- Docs
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