Daming Feng

Numerical errors found in convolution backward data kernel using detetctron2 data

3

We found numerical errors in convolution backward data kernel when running test with the detectron2 data. I put the data and the error log file [here.](http://ginger.amd.com/share/detectron2_data/) . The log contains...

Backward weight convolution kernel error when enable profiling

1

We found the backward weight convolution kernels will lead to errors when enable profiling for the ck invoker run() functions, which made the ck-based solver failed in MIOpen. We have...

Grouped convolution forward missed the instances of datatype fp32 and int8 for layout (NHWGC, GKYXC, NHWGK)

2

Grouped convolution forward missed the instances of datatype fp32, bfp16 and int8 for layout (NHWGC, GKYXC, NHWGK)

Enable bf16 support for ck-based convolution solvers in MIOpen

Add GeMM Solver

1

Add the GeMM Solver in MIOpen

Pure GeMM Mode Support

1

Current MIOpenGeMM takes convolution descriptions (configs) as input to solve GeMM problems (Hip-backend). We need to add GeMM solvers for GeMM problems. **MIOpen:** Pure GeMM solvers APIs that call pure...

2D and 3D NGCHW backward data convolution solvers base on CK instances.

2D and 3D NGCHW bacward weight convolution solvers based on CK instances

3

Implement 2d and 3d NGCHW backward convolution solvers base on CK NGCHW layout instances.

2D and 3D NGCHW forward convolution solvers based on CK instances

2

Implement 2d and 3d NGCHW forward convolution solvers base on CK NGCHW layout instances. The solver utilize the fused CK convolution and layout transform kernels to avoid the tensor layout...