tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- tf.data.experimental.dense_to_ragged_batch fails with inputs from generator with unspecified shape in TF 2.3
- Discrepancy between available operation semantics documentation and documentation of `tf2xla.python.xla.conv`
- Add Object Detection EfficientDet/Retinanet Model(s) to tf.keras.applications
- Adding Conv3DLSTM and depth-wise separable Conv3D layers to tensorflow.keras API
- Image-Scaling Attacks: Discuss threat and mention secure scaling options to prevent attacks
- Reduction is average step time when disabling certain HLO passes
- Changing hyper parameters during training based on scalars
- Predict on batch being able to do the prediction with inputs of different first shapes
- sampled_softmax_loss weights and logits don't get gradients
- High CPU memory usage when calling GradientTape's gradient() when using multiple threads/cores
- Docs
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