tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- Remove GCC_HOST_COMPILER_PREFIX as it may be out of sync with GCC_HOST_COMPILER_PATH
- tf.keras.metrics.MeanIoU API is practically unusable without a threshold
- tf.io.gfile.listdir is inconsistent between GCS dir and local dir - adds trailing slashes
- Rank-k cholesky up/downdates
- Adding Tab press for showing available methods and autocompletion for objects
- No default summary writer available when using tf.py_function with autograph
- Serializing a tensor and writing to tf.train.Example from within a graph
- tf.nn.depthwise_conv2d with rank=1 kernels (separable filters)
- Gradient checkpointing for TF keras models
- TPU PyFunction results in UnavailableError: failed to connect to all addresses
- Docs
- C++ not yet supported