tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- Docs on using TPUs with custom training loop can be misleading
- Slow iteration/converting of tensors to vector<float> via Python C API
- autograph fails inside keras model train_step including a for loop over a tensor
- Universal Multiple Optimizer Wrapper with Layer Assignment
- Add deterministic tf.image.crop_and_resize backprop
- Model performs differently for model.fit and custom training loop
- AOT compiled graph is 2-7x slower than Python
- Add "CIRCULAR" mode padding to tensorflow.pad()
- Golang: SessionOptions & ConfigProto opaqueness & inaccessibility
- TF 2.3 training slowed down by 15% compared to 2.2
- Docs
- C++ not yet supported