Hieu Le

which pytorch, python version, does the project use ?

Implement NLLLoss

6

* Added [NLLLoss ](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html) forward and backward operation and kernel. * Added driver test and gtest for NLLLoss. * New API is guarded by MIOPEN_BETA_API macro. Nllloss float16 op_name |...

Impl adaptive avgpool

4

* Added AdaptiveAvgPool [1D](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html) [2D](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html) [3D](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html) forward and backward. * Added driver test and gtest for AdaptiveAvgPool . * New API is guarded by MIOPEN_BETA_API macro. * Average over all...

* Added Interpolate forward and backward with multi-mode operation and kernel. * Added driver test and gtest for [Interpolate ](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.interpolate.html). * New API is guarded by MIOPEN_BETA_API macro. * Average...

* Added [SparseSoftmaxCrossEntropyWithLogits](https://www.tensorflow.org/api_docs/python/tf/nn/sparse_softmax_cross_entropy_with_logits) forward and backward. * Added driver test and gtest for SparseSoftmaxCrossEntropyWithLogits. * New API is guarded by MIOPEN_BETA_API macro. * Average over all cases: * SparseSoftmaxCrossEntropyWithLogits |...

* Added [MatrixBandPart](https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/matrix-band-part). * Added driver test and gtest for MatrixBandPart. * New API is guarded by MIOPEN_BETA_API macro. * Average over all cases: * MatrixBandPart | Type | Forward...

* Added [Amax](https://pytorch.org/docs/stable/generated/torch.amax.html) & [Amin](https://pytorch.org/docs/stable/generated/torch.amin.html) backward because only backward has better performance over Rocm. * Added driver test and gtest for Amax & Amin. * New API is guarded by...

[ResourceApplyAdam ](https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/resource-apply-adam) * Base on Adam op * Added Nesterov mode * Fixed bug in kernel code * This newly added mode does not affect performance.

* Added [ResourceApplyGradientDescent](https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/resource-apply-gradient-descent). * Added driver test and gtest for ResourceApplyGradientDescent. * New API is guarded by MIOPEN_BETA_API macro. * Average over all cases: * ResourceApplyGradientDescent | Type | Forward...

* Added [ResourceApplyKerasMomentum](https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/resource-apply-keras-momentum). * Added driver test and gtest for ResourceApplyKerasMomentum. * New API is guarded by MIOPEN_BETA_API macro. * Average over all cases: * ResourceApplyKerasMomentum | Type | Forward...