GitLab

* fix the bias-add precision and indexing and also adding the layer-norm-eps as a configurable parameter for transformer

* add ACC_HALF config

* use defined to check if ACC_Half is defined

* fix wrong idx bug in invertible LayerNormBackward1

this index bug cause wrong scale grad

* fix unexpected deletion

* fix idx for LayerNormBackward1_fused_add

* move pos defination in LayerNormBackward1 kernels

* fix format error
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>

* move workspace memory-allocation to PyTorch

* refine the code based on the comments

* remove unnecessary options

* remove bsz from set_seq_len function

Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

* supporting different hidden dimensions

* add support for larger hidden dimensions (greater than 8K)

* remove empty line

* add loop unrolling factor for dropout kernels

* update different kernels based on the reviews
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

* Towards Windows build

* formatting
Co-authored-by: Bruno Cabral <bruno@potelo.com.br>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>

Co-authored-by: Conglong Li <conglong.li@gmail.com>

This reverts commit e549be60.

* supporting different intermediate sizes other than 4*hidden_dim

* run precommit

* uncommnet the unit tests
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

* Transformer kernels release
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Elton Zheng <eltonz@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Tunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Elton Zheng <eltonz@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Tunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>