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https://github.com/ROCm/composable_kernel.git
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4fa2ef676a
* modify ckProfiler_gemm output
* fix syntax
* change ckProfiler output and return 0
* fix syntax
* output datatype
* fix syntax
* output datatype in another way
* fix syntax
* fix syntax
* test return values of ckProfiler
* add layout info and tests, make sure ckprofiler returns 0
* fix syntax
* change layout output
* fix syntax
* fix syntax again
* update script to process perf results
* rearrange jenkins stages
* fix typo
* add python packages to Docker file
* adding setuptools-rust package
* modify parsing for new test parameters
* test db credentials on jenkins
* fix syntax
* update python script to handle incomplete lines
* ungrade python to 3.8 and write the gemm_params table
* add sqlalchemy package to docker
* move perf data processing to master node
* move the master node inside a steps region
* add new stage for result processing
* move results processing to separate stage
* reduce number of tests to speedup debugging
* pass config to processPerfResults stage
* run script on master in a docker container
* replace show_node_info
* try loading docker on master node again
* use ansible node instead of master
* get rid of pymysql package
* try ssh connection using paramiko
* put back pymysql
* put the perf data processing back on the gpu node
* put back artifact definition
* archive the perf_log before parsing
* clean up jenkinsfile, fix parsing
* fix typo
* enable all perf tests
* put all stages in original order, finalize script
* fix gpu_arch version
* update parsing script
* remove obsolete file causing merge conflict
[ROCm/composable_kernel commit: 1085794df3]
Docker script
docker run \
-it \
--privileged \
--group-add sudo \
-w /root/workspace \
-v ${PATH_TO_LOCAL_WORKSPACE}:/root/workspace \
rocm/tensorflow:rocm4.3.1-tf2.6-dev \
/bin/bash
Build
mkdir build && cd build
# Need to specify target ID, example below is gfx908 and gfx90a
cmake \
-D BUILD_DEV=OFF \
-D CMAKE_BUILD_TYPE=Release \
-D CMAKE_CXX_FLAGS=" --offload-arch=gfx908 --offload-arch=gfx90a -O3" \
-D CMAKE_CXX_COMPILER=/opt/rocm/bin/hipcc \
-D CMAKE_PREFIX_PATH=/opt/rocm \
..
Build and Run Examples
make -j examples
Instructions for running each individual examples are under example/
Tests
make -j tests
make test
Build ckProfiler
make -j ckProfiler
Instructions for running ckProfiler are under profiler/
Caveat
Kernel Timing and Verification
CK's own kernel timer will warn up kernel once, and then run it multiple times to get average kernel time. For some kernels that use atomic add, this will cause output buffer to be accumulated multiple times, causing verfication failure. To work around it, do not use CK's own timer and do verification at the same time. CK's own timer and verification in each example and ckProfiler can be enabled or disabled from command line.