rocblas -> hipblas changes for ROCm #5401
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@rraminen Formatting checks failed with trailing whitespace error: https://github.com/microsoft/DeepSpeed/actions/runs/9115455800/job/25064328013?pr=5401#step:5:60 Should be a straightforward one, can you please check? |
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Verified the extension builds in the following cases rocm/pytorch:rocm6.1_ubuntu20.04_py3.9_pytorch_1.13.1 |
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This PR enables building the below extensions for AMD GPUs with warp size 32. - transformer_inference - quantizer - random_ltd This PR works stand-alone for torch version <=2.0. For the latest versions, #5401 is required to be merged in addition to this PR. Unit test results (rocm/pytorch:rocm6.1_ubuntu20.04_py3.9_pytorch_2.1.2) on NAVI3x: **transformer_inference:** pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/transformer/inference Before this PR: ===== 674 failed, 622 skipped, 8 warnings, 1728 errors in 69.37s (0:01:09) ===== After this PR: ========== 476 failed, 1062 passed, 1486 skipped, 8 warnings in 9.31s ========== **quantizer:** pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/quantizer Before this PR: ==== 244 failed, 8 warnings in 30.53s ==== After this PR: ====== 186 failed, 58 passed, 8 warnings in 8.89s ====== I could not find random_ltd related unit tests to run. Fixes: #4753 #5474 ROCm#68 cc: @jithunnair-amd --------- Co-authored-by: [email protected] <rraminen> Co-authored-by: Logan Adams <[email protected]>
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Fixes microsoft#4989 In addition to this PR, below changes are required to build below extensions successfully. Please note that not all unit tests for these extensions will pass with this PR. More details on the unit test results are below. These unit tests are skipped in CI anyway, so they will not break the CI. - transformer_inference - quantizer - random_ltd - pytorch/pytorch#121030 - microsoft#5402 Unit test results (rocm/pytorch:rocm6.1_ubuntu20.04_py3.9_pytorch_2.1.2) on MI200: **transformer_inference:** pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/transformer/inference Before this PR: ==== 674 failed, 622 skipped, 8 warnings, 1728 errors in 123.66s (0:02:03) ===== After this PR: ========== 555 failed, 983 passed, 1486 skipped, 8 warnings in 14.35s ========== **quantizer:** pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/quantizer Before this PR: ==== 244 failed, 8 warnings in 48.02s ==== After this PR: ===== 187 failed, 57 passed, 8 warnings in 14.74s ==== I could not find random_ltd related unit tests to run. --------- Co-authored-by: Logan Adams <[email protected]> Co-authored-by: Logan Adams <[email protected]>
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This PR enables building the below extensions for AMD GPUs with warp size 32. - transformer_inference - quantizer - random_ltd This PR works stand-alone for torch version <=2.0. For the latest versions, microsoft#5401 is required to be merged in addition to this PR. Unit test results (rocm/pytorch:rocm6.1_ubuntu20.04_py3.9_pytorch_2.1.2) on NAVI3x: **transformer_inference:** pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/transformer/inference Before this PR: ===== 674 failed, 622 skipped, 8 warnings, 1728 errors in 69.37s (0:01:09) ===== After this PR: ========== 476 failed, 1062 passed, 1486 skipped, 8 warnings in 9.31s ========== **quantizer:** pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/quantizer Before this PR: ==== 244 failed, 8 warnings in 30.53s ==== After this PR: ====== 186 failed, 58 passed, 8 warnings in 8.89s ====== I could not find random_ltd related unit tests to run. Fixes: microsoft#4753 microsoft#5474 ROCm#68 cc: @jithunnair-amd --------- Co-authored-by: [email protected] <rraminen> Co-authored-by: Logan Adams <[email protected]>
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Fixes #4989
In addition to this PR, below changes are required to build below extensions successfully. Please note that not all unit tests for these extensions will pass with this PR. More details on the unit test results are below. These unit tests are skipped in CI anyway, so they will not break the CI.
transformer_inference
quantizer
random_ltd
[ROCm] Add cublasGemmAlgo_t -> hipblasGemmAlgo_t pytorch/pytorch#121030
Rocm warp size fix #5402
Unit test results (rocm/pytorch:rocm6.1_ubuntu20.04_py3.9_pytorch_2.1.2) on MI200:
transformer_inference:
pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/transformer/inference
Before this PR:
==== 674 failed, 622 skipped, 8 warnings, 1728 errors in 123.66s (0:02:03) =====
After this PR:
========== 555 failed, 983 passed, 1486 skipped, 8 warnings in 14.35s ==========
quantizer:
pytest --color=yes --durations=0 --verbose -s -m "inference_ops" -rF -n 4 unit/ops/quantizer
Before this PR:
==== 244 failed, 8 warnings in 48.02s ====
After this PR:
===== 187 failed, 57 passed, 8 warnings in 14.74s ====
I could not find random_ltd related unit tests to run.