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{ai}[foss/2021b] PyTorch v1.12.1 w/ Python 3.9.6 w/ CUDA 11.4.1 #17154

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{ai}[foss/2021b] PyTorch v1.12.1 w/ Python 3.9.6 w/ CUDA 11.4.1 #17154

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156 changes: 156 additions & 0 deletions easybuild/easyconfigs/p/PyTorch/PyTorch-1.12.1-foss-2021b-CUDA-11.4.1.eb
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name = 'PyTorch'
version = '1.12.1'
versionsuffix = '-CUDA-%(cudaver)s'

homepage = 'https://pytorch.org/'
description = """Tensors and Dynamic neural networks in Python with strong GPU acceleration.
PyTorch is a deep learning framework that puts Python first."""

toolchain = {'name': 'foss', 'version': '2021b'}

source_urls = [GITHUB_RELEASE]
sources = ['%(namelower)s-v%(version)s.tar.gz']

patches = [
'PyTorch-1.7.0_avoid-nan-in-test-torch.patch',
'PyTorch-1.7.0_disable-dev-shm-test.patch',
'PyTorch-1.10.0_fix-kineto-crash.patch',
'PyTorch-1.10.0_fix-test-dataloader-fixed-affinity.patch',
'PyTorch-1.10.0_fix-test-model_dump.patch',
'PyTorch-1.10.0_fix-vsx-vector-functions.patch',
'PyTorch-1.10.0_skip-nnapi-test-without-qnnpack.patch',
'PyTorch-1.11.0_fix-fsdp-fp16-test.patch',
'PyTorch-1.11.0_fix-test_utils.patch',
'PyTorch-1.11.0_increase_c10d_gloo_timeout.patch',
'PyTorch-1.11.0_increase-distributed-test-timeout.patch',
'PyTorch-1.11.0_install-vsx-vec-headers.patch',
'PyTorch-1.11.1_skip-test_init_from_local_shards.patch',
'PyTorch-1.12.1_fix-autograd-thread_shutdown-test.patch',
'PyTorch-1.12.1_fix-cuda-gcc-version-check.patch',
'PyTorch-1.12.1_fix-skip-decorators.patch',
'PyTorch-1.12.1_fix-test_cpp_extensions_jit.patch',
'PyTorch-1.12.1_fix-test_wishart_log_prob.patch',
'PyTorch-1.12.1_fix-TestCudaFuser.test_unary_ops.patch',
'PyTorch-1.12.1_fix-TestTorch.test_to.patch',
'PyTorch-1.12.1_fix-use-after-free-in-tensorpipe-agent.patch',
'PyTorch-1.12.1_fix-vsx-vector-funcs.patch',
'PyTorch-1.12.1_fix-vsx-loadu.patch',
'PyTorch-1.12.1_increase-test-adadelta-tolerance.patch',
'PyTorch-1.12.1_increase-tolerance-test_ops.patch',
'PyTorch-1.12.1_no-cuda-stubs-rpath.patch',
'PyTorch-1.12.1_python-3.10-annotation-fix.patch',
'PyTorch-1.12.1_python-3.10-compat.patch',
'PyTorch-1.12.1_remove-flaky-test-in-testnn.patch',
'PyTorch-1.12.1_skip-ao-sparsity-test-without-fbgemm.patch',
'PyTorch-1.12.1_skip-failing-grad-test.patch',
'PyTorch-1.12.1_skip-test_round_robin.patch',
]
checksums = [
'031c71073db73da732b5d01710220564ce6dd88d812ba053f0cc94296401eccb', # pytorch-v1.12.1.tar.gz
'b899aa94d9e60f11ee75a706563312ccefa9cf432756c470caa8e623991c8f18', # PyTorch-1.7.0_avoid-nan-in-test-torch.patch
'622cb1eaeadc06e13128a862d9946bcc1f1edd3d02b259c56a9aecc4d5406b8a', # PyTorch-1.7.0_disable-dev-shm-test.patch
# PyTorch-1.10.0_fix-kineto-crash.patch
'dc467333b28162149af8f675929d8c6bf219f23230bfc0d39af02ba4f6f882eb',
# PyTorch-1.10.0_fix-test-dataloader-fixed-affinity.patch
'313dca681f45ce3bc7c4557fdcdcbe0b77216d2c708fa30a2ec0e22c44876707',
# PyTorch-1.10.0_fix-test-model_dump.patch
'339148ae1a028cda6e750ac93fa38a599f66c7abe26586c9219f1a206ea14557',
# PyTorch-1.10.0_fix-vsx-vector-functions.patch
'7bef5f96cb83b2d655d2f76dd7468a171d446f0b3e06da2232ec7f886484d312',
# PyTorch-1.10.0_skip-nnapi-test-without-qnnpack.patch
'34ba476a7bcddec323bf9eca083cb4623d0f569d081aa3add3769c24f22849d2',
'bb1c4e6d6fd4b0cf57ff8b824c797331b533bb1ffc63f5db0bae3aee10c3dc13', # PyTorch-1.11.0_fix-fsdp-fp16-test.patch
'4f7e25c4e2eb7094f92607df74488c6a4a35849fabf05fcf6c3655fa3f44a861', # PyTorch-1.11.0_fix-test_utils.patch
# PyTorch-1.11.0_increase_c10d_gloo_timeout.patch
'20cd4a8663f74ab326fdb032b926bf5c7e94d9750c515ab9050927ba00cf1953',
# PyTorch-1.11.0_increase-distributed-test-timeout.patch
'087ad20163a1291773ae3457569b80523080eb3731e210946459b2333a919f3f',
'f2e6b9625733d9a471bb75e1ea20e28814cf1380b4f9089aa838ee35ddecf07d', # PyTorch-1.11.0_install-vsx-vec-headers.patch
# PyTorch-1.11.1_skip-test_init_from_local_shards.patch
'4aeb1b0bc863d4801b0095cbce69f8794066748f0df27c6aaaf729c5ecba04b7',
# PyTorch-1.12.1_fix-autograd-thread_shutdown-test.patch
'd97cd6b0570a167ecc3e631dc4ea884d95ace285cc38aa980566f4fec2c0d089',
# PyTorch-1.12.1_fix-cuda-gcc-version-check.patch
'a650f4576f06c749f244cada52ff9c02499fa8f182019129488db3845e0756ab',
'e3ca6e42b2fa592ea095939fb59ab875668a058479407db3f3684cc5c6f4146c', # PyTorch-1.12.1_fix-skip-decorators.patch
# PyTorch-1.12.1_fix-test_cpp_extensions_jit.patch
'1efc9850c431d702e9117d4766277d3f88c5c8b3870997c9974971bce7f2ab83',
# PyTorch-1.12.1_fix-test_wishart_log_prob.patch
'cf475ae6e6234b96c8d1bf917597c5176c94b3ccd940b72f2e1cd0c979580f45',
# PyTorch-1.12.1_fix-TestCudaFuser.test_unary_ops.patch
'8e6e844c6b0541e0c8115911ee1a9d548613254b36dfbdada202fd723fc26aa2',
'75f27987c3f25c501e719bd2b1c70a029ae0ee28514a97fe447516aee02b1535', # PyTorch-1.12.1_fix-TestTorch.test_to.patch
# PyTorch-1.12.1_fix-use-after-free-in-tensorpipe-agent.patch
'0bd7e88b92c4c6f0fecf01746009858ba19f2df68b10b88c41485328a531875d',
'caccbf60f62eac313896c1eaec78b08f5d0fdfcb907079087490bb13d1561aa2', # PyTorch-1.12.1_fix-vsx-vector-funcs.patch
'8bfe3c94ada1dd1f7974a1261a8b576fb7ae944050fa1c7830fca033831123b2', # PyTorch-1.12.1_fix-vsx-loadu.patch
# PyTorch-1.12.1_increase-test-adadelta-tolerance.patch
'944ed1af5ad4bbe20cbb042764a88dad1eef6cd33218617cf3d4cd90c6764695',
# PyTorch-1.12.1_increase-tolerance-test_ops.patch
'1c1fa520801e2ee5faf56a3d6dc96321e7c11664fd16bffd7c6ee437e68357fb',
'2905826ca713752b47c84e4ec8b177c90cbd91fca498ba2ba546f495c4cf70a6', # PyTorch-1.12.1_no-cuda-stubs-rpath.patch
# PyTorch-1.12.1_python-3.10-annotation-fix.patch
'11e168fd429d9e156fc79dd806b08125f3640651ad9998abd810446b2ed0c2d7',
'81402420a878b40f824778f0333fbec6504325a6a1b06a22749c4cac3eaccf67', # PyTorch-1.12.1_python-3.10-compat.patch
# PyTorch-1.12.1_remove-flaky-test-in-testnn.patch
'e81b678e354dd137c0d6d974605cdedbf672096fdbdf567c347bc2fbfc73471d',
# PyTorch-1.12.1_skip-ao-sparsity-test-without-fbgemm.patch
'edd464ec8c37b44c07a72008d732604f6837f2dd61c7810c391a86ba4945ca39',
'1c89e7e67287fe6b9a95480a4178d3653b94d0ab2fe68edf227606c8ae548fdc', # PyTorch-1.12.1_skip-failing-grad-test.patch
# PyTorch-1.12.1_skip-test_round_robin.patch
'63d4849b78605aa088fdff695637d9473ea60dee603a3ff7f788690d70c55349',
]

osdependencies = [OS_PKG_IBVERBS_DEV]

builddependencies = [
('CMake', '3.22.1'),
('hypothesis', '6.14.6'),
]

dependencies = [
('CUDA', '11.4.1', '', SYSTEM),
('Ninja', '1.10.2'), # Required for JIT compilation of C++ extensions
('Python', '3.9.6'),
('protobuf', '3.17.3'),
('protobuf-python', '3.17.3'),
('pybind11', '2.7.1'),
('SciPy-bundle', '2021.10'),
('typing-extensions', '3.10.0.2'),
('PyYAML', '5.4.1'),
('MPFR', '4.1.0'),
('GMP', '6.2.1'),
('numactl', '2.0.14'),
('FFmpeg', '4.3.2'),
('Pillow', '8.3.2'),
('cuDNN', '8.2.2.26', '-CUDA-%(cudaver)s', SYSTEM),
('magma', '2.6.2', '-CUDA-%(cudaver)s'),
('NCCL', '2.10.3', '-CUDA-%(cudaver)s'),
('expecttest', '0.1.3'),
]

# default CUDA compute capabilities to use (override via --cuda-compute-capabilities)
cuda_compute_capabilities = ['3.5', '3.7', '5.2', '6.0', '6.1', '7.0', '7.2', '7.5', '8.0', '8.6']

excluded_tests = {
'': [
# This test seems to take too long on NVIDIA Ampere at least.
'distributed/test_distributed_spawn',
# Those 2 abort on some machines. Skip for now
'distributed/fsdp/test_fsdp_input',
'distributed/fsdp/test_fsdp_mixed_precision',
]
}

runtest = 'cd test && PYTHONUNBUFFERED=1 %(python)s run_test.py --continue-through-error --verbose %(excluded_tests)s'

# The readelf sanity check command can be taken out once the TestRPATH test from
# https://github.com/pytorch/pytorch/pull/87593 is accepted, since it is then checked as part of the PyTorch test suite
local_libcaffe2 = "$EBROOTPYTORCH/lib/python%%(pyshortver)s/site-packages/torch/lib/libcaffe2_nvrtc.%s" % SHLIB_EXT
sanity_check_commands = [
"readelf -d %s | egrep 'RPATH|RUNPATH' | grep -v stubs" % local_libcaffe2,
]

tests = ['PyTorch-check-cpp-extension.py']

moduleclass = 'ai'