tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- mixed_float16 + example code = horrible performance on a GeForce GTX 1660 Ti
- Training takes forever when applying distribute strategy
- tf.linalg.pinv also for complex matrices
- //tensorflow/compiler/xla/service/cpu:vectorized_reduce_with_no_vector_registers_test fails on s390x
- On-disk cache for compiled functions
- Support string sorting
- Bad performance of tf.data.Dataset API when dealing with windowed inputs / timeseries problems / 3D arrays
- BUG: Keras SaveModel does not properly save optimizer state
- from_tensor_slices not compatible with sparse data
- [TF 2.4] KerasTensor breaks typing compatibility
- Docs
- C++ not yet supported