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apache / tvm Public

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[BYOC] CUTLASS integration#9261

Merged

masahi merged 56 commits intoapache:mainapache/tvm:mainfrom

Laurawly:cutlassLaurawly/tvm-1:cutlassCopy head branch name to clipboard

Oct 29, 2021

Conversation Commits56 (56)Checks Files changed

Merged

[BYOC] CUTLASS integration#9261
masahi merged 56 commits intoapache:mainfrom
Laurawly:cutlass

Commits

Commits on Oct 28, 2021

byoc cutlass

leyuan.wang
authored and
masahi
committed
add cmake and fix build
masahi
committed
test worked but accuracy is bad
masahi
committed
fixed argument printing properly
masahi
committed
moving files
masahi
committed
moving contents of cutlass_profiler into python/tvm/contrib/cutlass
masahi
committed
run black
masahi
committed
remove irrelavant codegen code
masahi
committed
clang format
masahi
committed
tried replacing sm 75 with 80, didn't help improve accuracy
masahi
committed
remove irrelavant code from generator
masahi
committed
tried dense + bias fusion but generated cu file does not compile
masahi
committed
dense + bias worked after adding Leyuan's patch, bias + relu worked too
masahi
committed
tried adding sm80 generator but accuracy is still off
masahi
committed
remove GemmUniversal generator
masahi
committed
cleanup partition and build
masahi
committed
moved partition, profile and build function out of test
masahi
committed
turned out the result match's TVM non-cutlass result. Numpy fp16
masahi
committed
clean up test
masahi
committed
LinearCombination can be reused for bias only epilogue
masahi
committed
remove unsupported epilogues like gelu
masahi
committed
removing deadcode
masahi
committed
unify gemm templates for with or without beta scaling
masahi
committed
supported gelu but accuracy is slightly off
masahi
committed
gelu test passed with relaxed rtol
masahi
committed
cleanup
masahi
committed
remove unused stuff from library.py
masahi
committed
move profiler template into its own file
masahi
committed
removed gemm_profiler.py
masahi
committed
move contents of compile_engine.py into gen_gemm.py
masahi
committed
rename to profiler_template.cu to avoid CI issue
masahi
committed
cleaning up trying to pass pylint
masahi
committed
add missing asf header
masahi
committed
run black
masahi
committed
fixing many pylint issues except wildcard import
masahi
committed
fixed wildcard warning
masahi
committed
add missing CUTLASS.cmake file, restore gemm_profiler.py
masahi
committed
pylint
masahi
committed
minor fix
masahi
committed
add license
masahi
committed
start filling in TODO doc
masahi
committed
rename GemmProfiler to GemmProfilerEmitter
masahi
committed
more renaming and doc
masahi
committed
add doc to the main compile API
masahi
committed
refactored generator
masahi
committed
run black
masahi
committed
black fix
masahi
committed
finish doc TODO
masahi
committed
add test for 32 bit accum
masahi
committed
fixed kernel generator to correctly handle fp32 accum
masahi
committed
revise build-related API
masahi
committed
add option to profile only one kernel
masahi
committed
add option to enable parallel compilation
masahi
committed
clean up gen_gemm
masahi
committed
doc update
masahi
committed
profile_cutlass_kernels -> tune_cutlass_kernels
masahi
committed

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