Support for Mixed Input TensorOp (#1084)

* Passing warp-level mixed input F16*(S8/U8) tests

* passing device-level mixed input F16*(S8/U8) tests

* add to profiler - I8 (111 TFLOPs), U (123 TFLOPs)

* fast numeric conversions (I8 = 132 TFLOPs, U8 = 148 TFLOPs)

* Speedup reference compilation (REVERT THIS COMMIT)

* wider_add.u32_packed_sub.f16x2 (I8 = 132TFLOP/s, U8 = 170 TFLOP/s)

* Improve s8->f16 cvt and support bf16*u8 @158 TFLOPs

* BF16 * S8 (142 TFLOPs)

* Handle mixed-input upcast on OperandA (Support [S8|U8]*[F16|BF16]

* rename OpMultiplyAddMixedInput to OpMultiplyAddMixedInputUpcast

* Add device-level test and profiler support for upcast on operand A

* Move shfl before the cvt and reduce #shfls by 1/2

* fix smem_usage calculation for mixed_input types

* uncomment the stuff (getting ready for merge)

* profiler changes and mixed-input reference

* mixed input reference are in a new file

* use platform instead of std

* comments and typo only

* Use CreateGemmOperator and delete CreateMixedInputGemmOperator

* copyright for new files

* rebase follow-up

This commit is contained in:

Manish Gupta

2023-09-27 11:18:30 -04:00

committed by

GitHub

parent 5cd735c48e

commit 7d8317a63e

26 changed files with 2064 additions and 13 deletions

									
										tools/library/CMakeLists.txt
									
		+1
		
												View File
												
				@@ -229,6 +229,7 @@ cutlass_add_cutlass_library(

				  src/reference/gemm_fp8in_fp32out.cu

				  src/reference/gemm_fp32out.cu

				  src/reference/gemm_fp_other.cu

				  src/reference/gemm_fp_mixed_input.cu

				  src/reference/initialize_reference_operations.cu

				  # cutlass reduction instances in cutlass library