easyconfigs-it4i/p/PyTorch/PyTorch-1.10.0-fosscuda-2020b.eb
Lukas Krupcik 54e9fa82d5 modified: g/GROMACS/GROMACS-2022-fosscuda-2020b.eb
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	deleted:    o/OpenMPI/OpenMPI-4.1.5-GCC-12.3.0.eb
2023-09-25 09:14:47 +02:00

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# IT4Innovations
# LK 2023
name = 'PyTorch'
version = '1.10.0'
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': 'fosscuda', 'version': '2020b'}
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-1.7.1_correctly-pass-jit_opt_level.patch',
'PyTorch-1.8.1_dont-use-gpu-ccc-in-test.patch',
'PyTorch-1.8.1_increase-distributed-test-timeout.patch',
'PyTorch-1.9.0_limit-world-size-for-zero-redundancy-opt-test.patch',
'PyTorch-1.10.0_add-dummy-bfloat16-for-ppc.patch',
'PyTorch-1.10.0_fix-alias-violation-in-bitwise-ops.patch',
'PyTorch-1.10.0_fix-faulty-asserts.patch',
'PyTorch-1.10.0_fix-fp16-quantization-without-fbgemm.patch',
'PyTorch-1.10.0_fix-kineto-crash.patch',
'PyTorch-1.10.0_fix-missing-VSX-dispatch.patch',
'PyTorch-1.10.0_fix-test-cond-cpu.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-vnni-detection.patch',
'PyTorch-1.10.0_fix-vsx-vector-functions.patch',
'PyTorch-1.10.0_fix-XNNPACK-tests.patch',
'PyTorch-1.10.0_increase_zero_optimizer_test_tolerance.patch',
'PyTorch-1.10.0_remove-vec-dump-functions.patch',
'PyTorch-1.10.0_skip_cmake_rpath.patch',
'PyTorch-1.10.0_skip_failing_ops_tests.patch',
'PyTorch-1.10.0_skip_nan_tests_openblas.patch',
'PyTorch-1.10.0_skip-nnapi-test-without-qnnpack.patch',
]
checksums = [
'1970225700d1f9791eb553855ad3c22e7c9fd69cff2765d532506b33e449831e', # pytorch-v1.10.0.tar.gz
'b899aa94d9e60f11ee75a706563312ccefa9cf432756c470caa8e623991c8f18', # PyTorch-1.7.0_avoid-nan-in-test-torch.patch
'622cb1eaeadc06e13128a862d9946bcc1f1edd3d02b259c56a9aecc4d5406b8a', # PyTorch-1.7.0_disable-dev-shm-test.patch
# PyTorch-1.7.1_correctly-pass-jit_opt_level.patch
'd4d967d47f8a6172fcbf57f0a61835482968850967c4fdb01108b720696a988d',
'89ac7a8e9e7df2e64cf8404fe3a279f5e9b759fee41c9de3aaff9c22f385c2c6', # PyTorch-1.8.1_dont-use-gpu-ccc-in-test.patch
# PyTorch-1.8.1_increase-distributed-test-timeout.patch
'7a6e512274f0b8673f4f207a5bc53387d88be7e79833f42d20365668b2118071',
# PyTorch-1.9.0_limit-world-size-for-zero-redundancy-opt-test.patch
'ff573660913ce055e24cfd194ce747ba5685091c631cfd443eae2a99d56b57ea',
# PyTorch-1.10.0_add-dummy-bfloat16-for-ppc.patch
'0c8bf4b284c5c2cb4d175645d44bed674cca5218de741a8ea698cef2884a86da',
# PyTorch-1.10.0_fix-alias-violation-in-bitwise-ops.patch
'426c9ead1a74b656748d4c8bf8afd4303d8b9f2394ad22b21a845d07c8ca1d12',
# PyTorch-1.10.0_fix-faulty-asserts.patch
'44d2bb998ec3b3b65659f3327894745888a58f957a191cb524b4003018db51a2',
# PyTorch-1.10.0_fix-fp16-quantization-without-fbgemm.patch
'dfc09c2e787e757191a0ebf68ace46e2a90d71263ba84e2ee764b596d2ee6769',
# PyTorch-1.10.0_fix-kineto-crash.patch
'dc467333b28162149af8f675929d8c6bf219f23230bfc0d39af02ba4f6f882eb',
# PyTorch-1.10.0_fix-missing-VSX-dispatch.patch
'29368e69e98cb16659a2043b7a0df0411c99bc57a70405f8b5300f68c25f3ee9',
# PyTorch-1.10.0_fix-test-cond-cpu.patch
'51f83f5d5ef69656ef35b73f17e0671e70113798421be11ea4c7b56ffcc4da03',
# 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-vnni-detection.patch
'1f3664c0febfa2a3fc4c0cd3bae185f289716ac0b6c3d7e8fa1cee19ba62b7cc',
# PyTorch-1.10.0_fix-vsx-vector-functions.patch
'7bef5f96cb83b2d655d2f76dd7468a171d446f0b3e06da2232ec7f886484d312',
# PyTorch-1.10.0_fix-XNNPACK-tests.patch
'd3e749a2a42efce463e3b8a1aebb21f0edf2256682c4417297d9a44a6210e5f8',
# PyTorch-1.10.0_increase_zero_optimizer_test_tolerance.patch
'e65afb01786f7f030ccb5faada1eb474bb0c418bcadcf1baaa71a4fa2f3f4240',
# PyTorch-1.10.0_remove-vec-dump-functions.patch
'5e796c83f74e77aa193fef2720a7a41e3e0eb39df726a6f0a2a1c55d37d8fcc8',
# PyTorch-1.10.0_skip_cmake_rpath.patch
'ac05943bb205623f91ef140aa00869efc5fe844184bd666bebf5405808610448',
# PyTorch-1.10.0_skip_failing_ops_tests.patch
'399af94ffcef4a6db5226552c46f11e9b0f0f371b2d7924b9e5764d2281581ab',
# PyTorch-1.10.0_skip_nan_tests_openblas.patch
'7d3f83e3056d9e47a460790313238f28708beb596cafaa7ae55e374d368bbedf',
# PyTorch-1.10.0_skip-nnapi-test-without-qnnpack.patch
'34ba476a7bcddec323bf9eca083cb4623d0f569d081aa3add3769c24f22849d2',
]
osdependencies = [OS_PKG_IBVERBS_DEV]
builddependencies = [
('CMake', '3.20.1'), # Needs 3.20 or newer.
('hypothesis', '5.41.5'),
]
dependencies = [
('Ninja', '1.10.1'), # Required for JIT compilation of C++ extensions
('Python', '3.8.6'),
('protobuf', '3.14.0'),
('protobuf-python', '3.14.0'),
('pybind11', '2.6.0'),
# ('SciPy-bundle', '2020.11'),
('typing-extensions', '3.7.4.3'),
('PyYAML', '5.3.1'),
('MPFR', '4.1.0'),
('GMP', '6.2.0'),
('numactl', '2.0.13'),
('FFmpeg', '4.3.1'),
('Pillow', '8.0.1'),
('expecttest', '0.1.3'),
('cuDNN', '8.0.4.30', '-CUDA-%(cudaver)s', SYSTEM),
('magma', '2.5.4'),
('NCCL', '2.8.3', '-CUDA-%(cudaver)s'),
]
# 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']
custom_opts = ["USE_CUPTI_SO=1"]
excluded_tests = {
'': [
# Bad tests: https://github.com/pytorch/pytorch/issues/60260
'distributed/elastic/utils/distributed_test',
'distributed/elastic/multiprocessing/api_test',
# These tests fail on A10s at the very least, they time out forever no matter how long the timeout is.
# Possibly related to NCCL 2.8.3: https://docs.nvidia.com/deeplearning/nccl/release-notes/rel_2-8-3.html
# 'distributed/test_distributed_fork',
'distributed/test_distributed_spawn',
# Fails on A10s: https://github.com/pytorch/pytorch/issues/63079
'test_optim',
# Test from this suite timeout often. The process group backend is deprecated anyway
# 'distributed/rpc/test_process_group_agent',
]
}
runtest = 'cd test && PYTHONUNBUFFERED=1 %(python)s run_test.py --continue-through-error --verbose %(excluded_tests)s'
# The readelf sanity check can be taken out once the TestRPATH test from https://github.com/pytorch/pytorch/pull/68912
# 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 = [
"python -c 'import caffe2.python'",
"readelf -d %s | egrep 'RPATH|RUNPATH' | grep -v stubs" % local_libcaffe2,
]
tests = ['PyTorch-check-cpp-extension.py']
moduleclass = 'devel'