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12 changes: 11 additions & 1 deletion .github/workflows/test_pytorch_wheels.yml
Original file line number Diff line number Diff line change
Expand Up @@ -133,12 +133,22 @@ jobs:

- name: Set up virtual environment
run: |
TORCH_VERSION="${{ inputs.torch_version }}"
ROCM_VERSION="${TORCH_VERSION#*+rocm}"
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python build_tools/setup_venv.py ${VENV_DIR} \
--packages torch==${{ inputs.torch_version }} \
--packages "torch==${TORCH_VERSION} rocm[devel]==${ROCM_VERSION}" \
--index-url=${{ inputs.package_index_url }} \
--index-subdir=${{ inputs.amdgpu_family }} \
--activate-in-future-github-actions-steps

# rocm[devel] provides development headers needed by tests that compile
# C++ extensions (e.g. dummy_allocator). hipconfig --rocmpath points to
# the devel package root so PyTorch's _find_rocm_home() resolves
# correctly.
- name: Set ROCM_PATH
run: |
echo "ROCM_PATH=$(hipconfig --rocmpath)" >> $GITHUB_ENV

- name: Install test requirements
run: |
python -m pip install -r external-builds/pytorch/requirements-test.txt
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10 changes: 10 additions & 0 deletions external-builds/pytorch/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -232,6 +232,16 @@ python run_pytorch_smoke_tests.py -- \

### Running full PyTorch tests

> [!WARNING]
> Our CI currently tests with `rocm[devel]` installed alongside `torch` because
> some tests require development headers at runtime. If you are running tests
> locally, install the devel packages and set `ROCM_PATH` accordingly:
>
> ```bash
> pip install "rocm[devel]" --index-url <your-index-url>
> export ROCM_PATH=$(hipconfig --rocmpath)
> ```

We have a [`run_pytorch_tests.py`](run_pytorch_tests.py) script
which runs PyTorch unit tests using pytest with additional test exclusion
capabilities tailored for AMD ROCm GPUs. See the script for detailed
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9 changes: 0 additions & 9 deletions external-builds/pytorch/skip_tests/generic.py
Original file line number Diff line number Diff line change
Expand Up @@ -24,15 +24,6 @@
# 'num_host_free': 0, 'reserved_bytes.allocated': 0, 'reserved_bytes.current': 0, 'reserved_bytes.freed': 0,
# 'reserved_bytes.peak': 0, 'segment.allocated': 0, 'segment.current': 0, 'segment.freed': 0, 'segment.peak': 0})
"test_host_memory_stats",
# THIS IS AN OLD ERROR
# In file included from /home/tester/.cache/torch_extensions/py312_cpu/dummy_allocator/main_hip.cpp:5:
# /home/tester/TheRock/.venv/lib/python3.12/site-packages/torch/include/ATen/hip/Exceptions.h:4:10: fatal error: hipblas/hipblas.h: No such file or directory
# 4 | #include <hipblas/hipblas.h>
# | ^~~~~~~~~~~~~~~~~~~
# compilation terminated.
# NEW ERROR
# RuntimeError: Error building extension 'dummy_allocator'
"test_mempool_with_allocator",
# Change detector test (Cublaslt vs Cublas depending on gcn_arch and torch version)
# Always skip as this test is very basic and needs manual intervention for new architectures
# See
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4 changes: 0 additions & 4 deletions external-builds/pytorch/skip_tests/pytorch_2.10.py
Original file line number Diff line number Diff line change
Expand Up @@ -29,10 +29,6 @@
"test_memory_snapshot_with_cpp",
# AssertionError: Scalars are not equal!
"test_mempool_ctx_multithread",
# RuntimeError: Error building extension 'dummy_allocator'
"test_mempool_empty_cache_inactive",
# RuntimeError: Error building extension 'dummy_allocator_v1'
"test_mempool_limited_memory_with_allocator",
# OSError: libhiprtc.so: cannot open shared object file: No such file or directory
# File "/home/tester/TheRock/.venv/lib/python3.12/site-packages/torch/cuda/_utils.py", line 57, in _get_hiprtc_library
# lib = ctypes.CDLL("libhiprtc.so")
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9 changes: 0 additions & 9 deletions external-builds/pytorch/skip_tests/pytorch_2.11.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,15 +23,6 @@
"test_memory_snapshot_with_cpp",
# AssertionError: Scalars are not equal!
"test_mempool_ctx_multithread",
# RuntimeError: Error building extension 'dummy_allocator'
"test_mempool_empty_cache_inactive",
# RuntimeError: Error building extension 'dummy_allocator_v1'
"test_mempool_limited_memory_with_allocator",
# new for pytorch 2.11
# RuntimeError: Error building extension 'dummy_allocator_v3'
"test_tensor_delete_after_allocator_delete",
# RuntimeError: Error building extension 'dummy_allocator'
"test_deleted_mempool_not_used_on_oom",
# ModuleNotFoundError: No module named 'torchvision'
"test_resnet",
# RuntimeError: miopenStatusUnknownError
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4 changes: 0 additions & 4 deletions external-builds/pytorch/skip_tests/pytorch_2.8.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,10 +23,6 @@
"test_memory_snapshot_script",
"test_memory_snapshot_with_cpp",
"test_mempool_ctx_multithread",
# RuntimeError: Error building extension 'dummy_allocator'
"test_mempool_empty_cache_inactive",
# RuntimeError: Error building extension 'dummy_allocator_v1'
"test_mempool_limited_memory_with_allocator",
# This test was fixed in torch 2.9, see
# https://github.com/ROCm/TheRock/issues/2206
"test_hip_device_count",
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4 changes: 0 additions & 4 deletions external-builds/pytorch/skip_tests/pytorch_2.9.py
Original file line number Diff line number Diff line change
Expand Up @@ -33,10 +33,6 @@
"test_memory_snapshot_with_cpp",
# AssertionError: Scalars are not equal!
"test_mempool_ctx_multithread",
# RuntimeError: Error building extension 'dummy_allocator'
"test_mempool_empty_cache_inactive",
# RuntimeError: Error building extension 'dummy_allocator_v1'
"test_mempool_limited_memory_with_allocator",
# for whatever reason these are also flaky: if run standalone they pass?
# AttributeError: module 'torch.backends.cudnn.rnn' has no attribute 'fp32_precision'
"test_fp32_precision_with_float32_matmul_precision",
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