composable_kernel/CHANGELOG.md

Change Log for Composable Kernel

Full documentation for Composable Kernel is not yet available.

CK 0.2.0 for ROCm 5.5.0

Fixed

• Fixed a bug in 6-dimensional kernels (#555).
• Fixed grouped ConvBwdWeight test case failure (#524).

Optimizations

• Improve proformance of normalization kernel

Added

• Added new cmake flag "DL_KERNELS" must be set to "ON" in order to build the gemm_dl and batched_gemm_multi_d_dl instances.
• Added new cmake flag "DTYPES" which could be set to any subset of "fp64;fp32;fp16;fp8;bf16;int8" to build instance of select data types.
• Added new cmake flag "INSTANCES_ONLY" which will only build CK library and instances without the tests, examples, or profiler.
• Added new feature: if GPU_TARGETS is not set on cmake command line, CK will be built for all targets supported by compiler.
• Added support on MI300A/MI300X.
• Added support on NAVI3x.
• Added user tutorial (#563).
• Added more instances for irregular GEMM sizes (#560).
• Added inter-wave consumer-producer programming model for GEMM kernels (#310).
• Added multi-D GEMM client APIs (#534).
• Added multi-embeddings support (#542).
• Added Navi3x blockwise GEMM and real GEMM support (#541).
• Added Navi grouped ConvBwdWeight support (#505).
• Added pool3d forward (#697).
• Added maxpool backward (#750).

Changed

• Changed ...