{ai}[foss/2022b] PyTorch v1.13.1 w/ CUDA 12.0.0

easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb

@@ -0,0 +1,184 @@
+name = 'PyTorch'
+version = '1.13.1'
+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': '2022b'}
+
+source_urls = [GITHUB_RELEASE]
+sources = ['%(namelower)s-v%(version)s.tar.gz']
+patches = [
+    'PyTorch-1.7.0_disable-dev-shm-test.patch',
+    'PyTorch-1.10.0_fix-kineto-crash.patch',
+    'PyTorch-1.11.0_fix-fp16-quantization-without-fbgemm.patch',
+    'PyTorch-1.11.1_skip-test_init_from_local_shards.patch',
+    'PyTorch-1.12.0_fix-EmbeddingBag-without-fbgemm.patch',
+    'PyTorch-1.12.1_add-hypothesis-suppression.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-TestTorch.test_to.patch',
+    'PyTorch-1.12.1_fix-use-after-free-in-tensorpipe-agent.patch',
+    'PyTorch-1.12.1_fix-vsx-loadu.patch',
+    'PyTorch-1.12.1_fix-vsx-vector-funcs.patch',
+    'PyTorch-1.12.1_skip-test_round_robin.patch',
+    'PyTorch-1.13.1_add-cuda12-compat.patch',
+    'PyTorch-1.13.1_disable-test-sharding.patch',
+    'PyTorch-1.13.1_fix-flaky-jit-test.patch',
+    'PyTorch-1.13.1_fix-fsdp-fp16-test.patch',
+    'PyTorch-1.13.1_fix-fsdp-tp-integration-test.patch',
+    'PyTorch-1.13.1_fix-gcc-12-missing-includes.patch',
+    'PyTorch-1.13.1_fix-gcc-12-warning-in-fbgemm.patch',
+    'PyTorch-1.13.1_fix-kineto-crash-on-exit.patch',
+    'PyTorch-1.13.1_fix-numpy-deprecations.patch',
+    'PyTorch-1.13.1_fix-protobuf-dependency.patch',
+    'PyTorch-1.13.1_fix-pytest-args.patch',
+    'PyTorch-1.13.1_fix-python-3.11-compat.patch',
+    'PyTorch-1.13.1_fix-test-ops-conf.patch',
+    'PyTorch-1.13.1_fix-warning-in-test-cpp-api.patch',
+    'PyTorch-1.13.1_fix-wrong-check-in-fsdp-tests.patch',
+    'PyTorch-1.13.1_increase-tolerance-test_jit.patch',
+    'PyTorch-1.13.1_increase-tolerance-test_ops.patch',
+    'PyTorch-1.13.1_increase-tolerance-test_optim.patch',
+    'PyTorch-1.13.1_install-vsx-vec-headers.patch',
+    'PyTorch-1.13.1_no-cuda-stubs-rpath.patch',
+    'PyTorch-1.13.1_remove-flaky-test-in-testnn.patch',
+    'PyTorch-1.13.1_skip-failing-grad-test.patch',
+    'PyTorch-1.13.1_skip-failing-singular-grad-test.patch',
+    'PyTorch-1.13.1_skip-test-requiring-online-access.patch',
+    'PyTorch-1.13.1_skip-tests-without-fbgemm.patch',
+]
+checksums = [
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+    {'PyTorch-1.10.0_fix-kineto-crash.patch': 'dc467333b28162149af8f675929d8c6bf219f23230bfc0d39af02ba4f6f882eb'},
+    {'PyTorch-1.11.0_fix-fp16-quantization-without-fbgemm.patch':
+     'cc526130b6446bbbf5f0f7372d3aeee3e7d4c4d6e471524dff028b430b152934'},
+    {'PyTorch-1.11.1_skip-test_init_from_local_shards.patch':
+     '4aeb1b0bc863d4801b0095cbce69f8794066748f0df27c6aaaf729c5ecba04b7'},
+    {'PyTorch-1.12.0_fix-EmbeddingBag-without-fbgemm.patch':
+     '090598592283e3fc46ee08a68b6a6afe07be41b26514afba51834408bf1c98ed'},
+    {'PyTorch-1.12.1_add-hypothesis-suppression.patch':
+     'e71ffb94ebe69f580fa70e0de84017058325fdff944866d6bd03463626edc32c'},
+    {'PyTorch-1.12.1_fix-skip-decorators.patch': 'e3ca6e42b2fa592ea095939fb59ab875668a058479407db3f3684cc5c6f4146c'},
+    {'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-TestTorch.test_to.patch': '75f27987c3f25c501e719bd2b1c70a029ae0ee28514a97fe447516aee02b1535'},
+    {'PyTorch-1.12.1_fix-use-after-free-in-tensorpipe-agent.patch':
+     '0bd7e88b92c4c6f0fecf01746009858ba19f2df68b10b88c41485328a531875d'},
+    {'PyTorch-1.12.1_fix-vsx-loadu.patch': '8bfe3c94ada1dd1f7974a1261a8b576fb7ae944050fa1c7830fca033831123b2'},
+    {'PyTorch-1.12.1_fix-vsx-vector-funcs.patch': 'caccbf60f62eac313896c1eaec78b08f5d0fdfcb907079087490bb13d1561aa2'},
+    {'PyTorch-1.12.1_skip-test_round_robin.patch': '63d4849b78605aa088fdff695637d9473ea60dee603a3ff7f788690d70c55349'},
+    {'PyTorch-1.13.1_add-cuda12-compat.patch': 'ceb0f9b28736982a1d7ced603f606bbbe87846b3d0224547df9ab6bb51429992'},
+    {'PyTorch-1.13.1_disable-test-sharding.patch': 'df2074adeba47998ce2993d99ca64eb6f1c79ab7057f553b436efdec264d3572'},
+    {'PyTorch-1.13.1_fix-flaky-jit-test.patch': '71efdeb29b5e5b4982c9f5cb2182733654a34d52f85bb5487bc4d7d99b86101b'},
+    {'PyTorch-1.13.1_fix-fsdp-fp16-test.patch': '8ae68e60d6e1f92f50322b7f0381c7e65251fba32d7606e3a238a36a2f55b5cf'},
+    {'PyTorch-1.13.1_fix-fsdp-tp-integration-test.patch':
+     '31e2d63b54ae1a8c554575f46db79bf8bbda851b6ca0ffe623c4911207a3c2bc'},
+    {'PyTorch-1.13.1_fix-gcc-12-missing-includes.patch':
+     '18df8c61ecaa9fb659346c1e172828bca6b069f0145bb8f6a36b0a23b7bef0a6'},
+    {'PyTorch-1.13.1_fix-gcc-12-warning-in-fbgemm.patch':
+     '5c7be91a6096083a0b1315efe0001537499c600f1f569953c6a2c7f4cc1d0910'},
+    {'PyTorch-1.13.1_fix-kineto-crash-on-exit.patch':
+     'f1e6808ee8d91a2ad76e0caedb4685e5aec3008d5e2e3c3c3e88cbb25cbd71b4'},
+    {'PyTorch-1.13.1_fix-numpy-deprecations.patch': 'f461b570efe0434ddd806bf2fa7020eb213e3ed89d0eb4403e076f4276ba2a46'},
+    {'PyTorch-1.13.1_fix-protobuf-dependency.patch':
+     '8bd755a0cab7233a243bc65ca57c9630dfccdc9bf8c9792f0de4e07a644fcb00'},
+    {'PyTorch-1.13.1_fix-pytest-args.patch': 'd3e3c841cf8d73683750f29326f2be56ee0bb5df7ff522baf7d7c3f301a91ec2'},
+    {'PyTorch-1.13.1_fix-python-3.11-compat.patch': 'fa4eb0e27e00a90bb217b77c0023089c4659c03f37d781ab4a681bdcb4f0432f'},
+    {'PyTorch-1.13.1_fix-test-ops-conf.patch': 'df652eec7753864ebebbfeca546929a53e3fb8f24259d5c9b964266a8551198c'},
+    {'PyTorch-1.13.1_fix-warning-in-test-cpp-api.patch':
+     'bdde0f2105215c95a54de64ec4b1a4520528510663174fef6d5b900eb1db3937'},
+    {'PyTorch-1.13.1_fix-wrong-check-in-fsdp-tests.patch':
+     'cbb5ca9ad668a504a456a2cc02d7254b79ddfd9a971a1648f0508fb103a9fc89'},
+    {'PyTorch-1.13.1_increase-tolerance-test_jit.patch':
+     'b97913754a0ae0887b8137db0b0d57caff8c3d7bd96fe555ea27ea01ff14527a'},
+    {'PyTorch-1.13.1_increase-tolerance-test_ops.patch':
+     'c909fdfc2b12df457e1eb5514265ffec3eab653994949416f3f048668421e223'},
+    {'PyTorch-1.13.1_increase-tolerance-test_optim.patch':
+     'a079d824085eab89794f5ecfc67792f735ed8cfd3fe7db52e4dea62e583cfe06'},
+    {'PyTorch-1.13.1_install-vsx-vec-headers.patch':
+     '7b678f54bb947afd4767f5877ac424b4b94ce5db609ea20f5a869ccf4027035f'},
+    {'PyTorch-1.13.1_no-cuda-stubs-rpath.patch': '4c636059850fc9d1ecb27ce275f8aad5d5b6fdc19e35aff0c25b86cb3201352a'},
+    {'PyTorch-1.13.1_remove-flaky-test-in-testnn.patch':
+     'be83ff61fe2dedab6d49c232936d5622df81ab49154264490021c6c828e53315'},
+    {'PyTorch-1.13.1_skip-failing-grad-test.patch': '6681200f9509893cb9231b5c93ac9bc5e6d9d9ae4febefca52e7cbc843ba8f51'},
+    {'PyTorch-1.13.1_skip-failing-singular-grad-test.patch':
+     '72688a57b2bb617665ad1a1d5e362c5111ae912c10936bb38a089c0204729f48'},
+    {'PyTorch-1.13.1_skip-test-requiring-online-access.patch':
+     '61c3b7859dc06a9969981b07aa2789630de110d6d1d3633d27364be47af74712'},
+    {'PyTorch-1.13.1_skip-tests-without-fbgemm.patch':
+     '481e595f673baf8ae58b41697a6792b83048b0264aa79b422f48cd8c22948bb7'},
+]
+
+osdependencies = [OS_PKG_IBVERBS_DEV]
+
+builddependencies = [
+    ('CMake', '3.24.3'),
+    ('hypothesis', '6.68.2'),
+    # For tests
+    ('pytest-rerunfailures', '12.0'),
+    ('pytest-shard', '0.1.2'),
+]
+
+dependencies = [
+    ('CUDA', '12.0.0', '', SYSTEM),
+    ('Ninja', '1.11.1'),  # Required for JIT compilation of C++ extensions
+    ('Python', '3.10.8'),
+    ('protobuf', '23.0'),
+    ('protobuf-python', '4.23.0'),
+    ('pybind11', '2.10.3'),
+    ('SciPy-bundle', '2023.02'),
+    ('PyYAML', '6.0'),
+    ('MPFR', '4.2.0'),
+    ('GMP', '6.2.1'),
+    ('numactl', '2.0.16'),
+    ('FFmpeg', '5.1.2'),
+    ('Pillow', '9.4.0'),
+    ('cuDNN', '8.8.0.121', '-CUDA-%(cudaver)s', SYSTEM),
+    ('magma', '2.7.1', '-CUDA-%(cudaver)s'),
+    ('NCCL', '2.16.2', '-CUDA-%(cudaver)s'),
+    ('expecttest', '0.1.3'),
+]
+
+custom_opts = ['CMAKE_CXX_STANDARD=17']
+
+excluded_tests = {
+    '': [
+        # This test seems to take too long on NVIDIA Ampere at least.
+        'distributed/test_distributed_spawn',
+        # Broken on CUDA 11.6/11.7: https://github.com/pytorch/pytorch/issues/75375
+        'distributions/test_constraints',
+        # no xdoctest
+        'doctests',
+        # failing on broadwell
+        # See https://github.com/easybuilders/easybuild-easyconfigs/issues/17712
+        'test_native_mha',
+        # intermittent failures on various systems
+        # See https://github.com/easybuilders/easybuild-easyconfigs/issues/17712
+        'distributed/rpc/test_tensorpipe_agent',
+    ]
+}
+
+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,
+]
+
+# Especially test_quantization has a few corner cases that are triggered by the random input values,
+# those cannot be easily avoided, see https://github.com/pytorch/pytorch/issues/107030
+# So allow a low number of tests to fail as the tests "usually" succeed
+max_failed_tests = 2
+
+tests = ['PyTorch-check-cpp-extension.py']
+
+moduleclass = 'ai'