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{ai}[foss/2022b] PyTorch v1.13.1 w/ CUDA 12.0.0 #18806

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{ai}[foss/2022b] PyTorch v1.13.1 w/ CUDA 12.0.0 #18806

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Flamefire
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@Flamefire Flamefire commented Sep 18, 2023 •
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(created using eb --new-pr)

Our cluster doesn't support CUDA 12 yet (drivers too old), so can't test this.

Requires:

@SebastianAchilles SebastianAchilles added this to the 4.x milestone Sep 18, 2023
@branfosj
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Our cluster doesn't support CUDA 12 yet (drivers too old), so can't test this.

Same for me.

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I made an attempt for a CUDA 11.7 version for 2022b: #18853

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Test report by @SebastianAchilles
Using easyblocks from PR(s) easybuilders/easybuild-easyblocks#3003
FAILED
Build succeeded for 0 out of 1 (1 easyconfigs in total)
skl-rockylinux-88 - Linux Rocky Linux 8.8, x86_64, Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz (skylake), 1 x NVIDIA NVIDIA RTX A4000, 535.104.05, Python 3.6.8
See https://gist.github.com/SebastianAchilles/1ff9ee9f54742f3cbcab372dde4e444a for a full test report.

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@SebastianAchilles After the merge of develop an added patch is no longer included in the PR so you need to update your local repo(s)

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Test report by @SebastianAchilles
Using easyblocks from PR(s) easybuilders/easybuild-easyblocks#3003
FAILED
Build succeeded for 0 out of 1 (1 easyconfigs in total)
skl-rockylinux-88 - Linux Rocky Linux 8.8, x86_64, Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz (skylake), 1 x NVIDIA NVIDIA RTX A4000, 535.104.05, Python 3.6.8
See https://gist.github.com/SebastianAchilles/669d7e2eba7da982819a65fd59347a9a for a full test report.

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@SebastianAchilles

skipped 'Only runs on cuda'

Is it possible that your cluster also doesn't support CUDA 12? Otherwise I don't understand why it would skip those tests.

Check the log for something like: it didn't find any CUDA devices

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@SebastianAchilles

skipped 'Only runs on cuda'

Is it possible that your cluster also doesn't support CUDA 12? Otherwise I don't understand why it would skip those tests.

The NVIDIA driver on this machine is new and nvidia-smi reports

+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.104.12             Driver Version: 535.104.12   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+

That is why I assume that it should support CUDA 12.

Check the log for something like: it didn't find any CUDA devices

In the EasyBuild log file I only found a few skipped 'Need at least 2 CUDA devices' and skipped 'Need at least 4 CUDA devices' (which makes sense on a system with only 1 GPU). Did I look into the correct log file or is there another file I should look into?

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Then I'm out of ideas, sorry :/

@Flamefire
adding easyconfigs: PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb and patc…
a28ac75 
…hes: 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
@Flamefire Flamefire force-pushed the 20230918171336_new_pr_PyTorch1131 branch from 9bde9e1 to a28ac75 Compare February 21, 2025 12:27
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github-actions bot commented Feb 21, 2025 •
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Updated software PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb

Diff against PyTorch-2.1.2-foss-2023b.eb

easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023b.eb

diff --git a/easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023b.eb b/easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb
index bce1b68aa7..001b7a61c2 100644
--- a/easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023b.eb
+++ b/easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb
@@ -1,160 +1,153 @@
 name = 'PyTorch'
-version = '2.1.2'
+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': '2023b'}
+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',
-    'PyTorch-2.0.1_avoid-test_quantization-failures.patch',
-    'PyTorch-2.0.1_fix-skip-decorators.patch',
-    'PyTorch-2.0.1_fix-ub-in-inductor-codegen.patch',
-    'PyTorch-2.0.1_fix-vsx-loadu.patch',
-    'PyTorch-2.0.1_no-cuda-stubs-rpath.patch',
-    'PyTorch-2.0.1_skip-failing-gradtest.patch',
-    'PyTorch-2.0.1_skip-test_shuffle_reproducibility.patch',
-    'PyTorch-2.0.1_skip-tests-skipped-in-subprocess.patch',
-    'PyTorch-2.1.0_disable-gcc12-warning.patch',
-    'PyTorch-2.1.0_fix-bufferoverflow-in-oneDNN.patch',
-    'PyTorch-2.1.0_fix-test_numpy_torch_operators.patch',
-    'PyTorch-2.1.0_fix-validationError-output-test.patch',
-    'PyTorch-2.1.0_fix-vsx-vector-shift-functions.patch',
-    'PyTorch-2.1.0_increase-tolerance-functorch-test_vmapvjpvjp.patch',
-    'PyTorch-2.1.0_remove-sparse-csr-nnz-overflow-test.patch',
-    'PyTorch-2.1.0_remove-test-requiring-online-access.patch',
-    'PyTorch-2.1.0_skip-diff-test-on-ppc.patch',
-    'PyTorch-2.1.0_skip-dynamo-test_predispatch.patch',
-    'PyTorch-2.1.0_skip-test_jvp_linalg_det_singular.patch',
-    'PyTorch-2.1.0_skip-test_linear_fp32-without-MKL.patch',
-    'PyTorch-2.1.0_skip-test_wrap_bad.patch',
-    'PyTorch-2.1.2_fix-test_extension_backend-without-vectorization.patch',
-    'PyTorch-2.1.2_fix-test_memory_profiler.patch',
-    'PyTorch-2.1.2_fix-test_torchinductor-rounding.patch',
-    'PyTorch-2.1.2_fix-vsx-vector-abs.patch',
-    'PyTorch-2.1.2_fix-vsx-vector-div.patch',
-    'PyTorch-2.1.2_skip-cpu_repro-test-without-vectorization.patch',
-    'PyTorch-2.1.2_skip-memory-leak-test.patch',
-    'PyTorch-2.1.2_workaround_dynamo_failure_without_nnpack.patch',
 ]
 checksums = [
-    {'pytorch-v2.1.2.tar.gz': '85effbcce037bffa290aea775c9a4bad5f769cb229583450c40055501ee1acd7'},
+    {'pytorch-v1.13.1.tar.gz': 'dbc229ee9750b02b514937d017744443a269ea0241ed3f32b9af0703589d25d4'},
     {'PyTorch-1.7.0_disable-dev-shm-test.patch': '622cb1eaeadc06e13128a862d9946bcc1f1edd3d02b259c56a9aecc4d5406b8a'},
+    {'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':
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+    {'PyTorch-1.13.1_skip-test-requiring-online-access.patch':
+     '61c3b7859dc06a9969981b07aa2789630de110d6d1d3633d27364be47af74712'},
     {'PyTorch-1.13.1_skip-tests-without-fbgemm.patch':
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-    {'PyTorch-2.0.1_avoid-test_quantization-failures.patch':
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-    {'PyTorch-2.0.1_fix-skip-decorators.patch': '2039012cef45446065e1a2097839fe20bb29fe3c1dcc926c3695ebf29832e920'},
-    {'PyTorch-2.0.1_fix-ub-in-inductor-codegen.patch':
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-    {'PyTorch-2.0.1_skip-failing-gradtest.patch': '8030bdec6ba49b057ab232d19a7f1a5e542e47e2ec340653a246ec9ed59f8bc1'},
-    {'PyTorch-2.0.1_skip-test_shuffle_reproducibility.patch':
-     '7047862abc1abaff62954da59700f36d4f39fcf83167a638183b1b7f8fec78ae'},
-    {'PyTorch-2.0.1_skip-tests-skipped-in-subprocess.patch':
-     '166c134573a95230e39b9ea09ece3ad8072f39d370c9a88fb2a1e24f6aaac2b5'},
-    {'PyTorch-2.1.0_disable-gcc12-warning.patch': 'c858b8db0010f41005dc06f9a50768d0d3dc2d2d499ccbdd5faf8a518869a421'},
-    {'PyTorch-2.1.0_fix-bufferoverflow-in-oneDNN.patch':
-     'b15b1291a3c37bf6a4982cfbb3483f693acb46a67bc0912b383fd98baf540ccf'},
-    {'PyTorch-2.1.0_fix-test_numpy_torch_operators.patch':
-     '84bb51a719abc677031a7a3dfe4382ff098b0cbd8b39b8bed2a7fa03f80ac1e9'},
-    {'PyTorch-2.1.0_fix-validationError-output-test.patch':
-     '7eba0942afb121ed92fac30d1529447d892a89eb3d53c565f8e9d480e95f692b'},
-    {'PyTorch-2.1.0_fix-vsx-vector-shift-functions.patch':
-     '3793b4b878be1abe7791efcbd534774b87862cfe7dc4774ca8729b6cabb39e7e'},
-    {'PyTorch-2.1.0_increase-tolerance-functorch-test_vmapvjpvjp.patch':
-     'aef38adf1210d0c5455e91d7c7a9d9e5caad3ae568301e0ba9fc204309438e7b'},
-    {'PyTorch-2.1.0_remove-sparse-csr-nnz-overflow-test.patch':
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-    {'PyTorch-2.1.0_remove-test-requiring-online-access.patch':
-     '35184b8c5a1b10f79e511cc25db3b8a5585a5d58b5d1aa25dd3d250200b14fd7'},
-    {'PyTorch-2.1.0_skip-diff-test-on-ppc.patch': '394157dbe565ffcbc1821cd63d05930957412156cc01e949ef3d3524176a1dda'},
-    {'PyTorch-2.1.0_skip-dynamo-test_predispatch.patch':
-     '6298daf9ddaa8542850eee9ea005f28594ab65b1f87af43d8aeca1579a8c4354'},
-    {'PyTorch-2.1.0_skip-test_jvp_linalg_det_singular.patch':
-     '5229ca88a71db7667a90ddc0b809b2c817698bd6e9c5aaabd73d3173cf9b99fe'},
-    {'PyTorch-2.1.0_skip-test_linear_fp32-without-MKL.patch':
-     '5dcc79883b6e3ec0a281a8e110db5e0a5880de843bb05653589891f16473ead5'},
-    {'PyTorch-2.1.0_skip-test_wrap_bad.patch': 'b8583125ee94e553b6f77c4ab4bfa812b89416175dc7e9b7390919f3b485cb63'},
-    {'PyTorch-2.1.2_fix-test_extension_backend-without-vectorization.patch':
-     'cd1455495886a7d6b2d30d48736eb0103fded21e2e36de6baac719b9c52a1c92'},
-    {'PyTorch-2.1.2_fix-test_memory_profiler.patch':
-     '30b0c9355636c0ab3dedae02399789053825dc3835b4d7dac6e696767772b1ce'},
-    {'PyTorch-2.1.2_fix-test_torchinductor-rounding.patch':
-     'a0ef99192ee2ad1509c78a8377023d5be2b5fddb16f84063b7c9a0b53d979090'},
-    {'PyTorch-2.1.2_fix-vsx-vector-abs.patch': 'd67d32407faed7dc1dbab4bba0e2f7de36c3db04560ced35c94caf8d84ade886'},
-    {'PyTorch-2.1.2_fix-vsx-vector-div.patch': '11f497a6892eb49b249a15320e4218e0d7ac8ae4ce67de39e4a018a064ca1acc'},
-    {'PyTorch-2.1.2_skip-cpu_repro-test-without-vectorization.patch':
-     '7ace835af60c58d9e0754a34c19d4b9a0c3a531f19e5d0eba8e2e49206eaa7eb'},
-    {'PyTorch-2.1.2_skip-memory-leak-test.patch': '8d9841208e8a00a498295018aead380c360cf56e500ef23ca740adb5b36de142'},
-    {'PyTorch-2.1.2_workaround_dynamo_failure_without_nnpack.patch':
-     'fb96eefabf394617bbb3fbd3a7a7c1aa5991b3836edc2e5d2a30e708bfe49ba1'},
 ]
 
 osdependencies = [OS_PKG_IBVERBS_DEV]
 
 builddependencies = [
-    ('CMake', '3.27.6'),
-    ('hypothesis', '6.90.0'),
+    ('CMake', '3.24.3'),
+    ('hypothesis', '6.68.2'),
     # For tests
-    ('pytest-flakefinder', '1.1.0'),
-    ('pytest-rerunfailures', '14.0'),
+    ('pytest-rerunfailures', '12.0'),
     ('pytest-shard', '0.1.2'),
+    ('unittest-xml-reporting', '3.1.0'),
 ]
 
 dependencies = [
+    ('CUDA', '12.0.0', '', SYSTEM),
     ('Ninja', '1.11.1'),  # Required for JIT compilation of C++ extensions
-    ('Python', '3.11.5'),
-    ('Python-bundle-PyPI', '2023.10'),
-    ('protobuf', '25.3'),
-    ('protobuf-python', '4.25.3'),
-    ('pybind11', '2.11.1'),
-    ('SciPy-bundle', '2023.11'),
-    ('PyYAML', '6.0.1'),
-    ('MPFR', '4.2.1'),
-    ('GMP', '6.3.0'),
+    ('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', '6.0'),
-    ('Pillow', '10.2.0'),
-    ('expecttest', '0.2.1'),
-    ('networkx', '3.2.1'),
-    ('sympy', '1.12'),
-    ('Z3', '4.13.0',),
+    ('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'),
 ]
 
-use_pip = True
-buildcmd = '%(python)s setup.py build'  # Run the (long) build in the build step
+custom_opts = ['CMAKE_CXX_STANDARD=17']
 
 excluded_tests = {
     '': [
@@ -175,6 +168,13 @@ excluded_tests = {
 
 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
Diff against PyTorch-2.1.2-foss-2023a-CUDA-12.1.1.eb

easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023a-CUDA-12.1.1.eb

diff --git a/easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023a-CUDA-12.1.1.eb b/easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb
index 65dfced170..001b7a61c2 100644
--- a/easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023a-CUDA-12.1.1.eb
+++ b/easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb
@@ -1,195 +1,153 @@
 name = 'PyTorch'
-version = '2.1.2'
+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': '2023a'}
+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',
-    'PyTorch-2.0.1_avoid-test_quantization-failures.patch',
-    'PyTorch-2.0.1_fix-skip-decorators.patch',
-    'PyTorch-2.0.1_fix-ub-in-inductor-codegen.patch',
-    'PyTorch-2.0.1_fix-vsx-loadu.patch',
-    'PyTorch-2.0.1_no-cuda-stubs-rpath.patch',
-    'PyTorch-2.0.1_skip-failing-gradtest.patch',
-    'PyTorch-2.0.1_skip-test_shuffle_reproducibility.patch',
-    'PyTorch-2.0.1_skip-tests-skipped-in-subprocess.patch',
-    'PyTorch-2.1.0_disable-gcc12-warning.patch',
-    'PyTorch-2.1.0_disable-cudnn-tf32-for-too-strict-tests.patch',
-    'PyTorch-2.1.0_fix-bufferoverflow-in-oneDNN.patch',
-    'PyTorch-2.1.0_fix-test_numpy_torch_operators.patch',
-    'PyTorch-2.1.0_fix-validationError-output-test.patch',
-    'PyTorch-2.1.0_fix-vsx-vector-shift-functions.patch',
-    'PyTorch-2.1.0_increase-tolerance-functorch-test_vmapvjpvjp.patch',
-    'PyTorch-2.1.0_remove-sparse-csr-nnz-overflow-test.patch',
-    'PyTorch-2.1.0_remove-test-requiring-online-access.patch',
-    'PyTorch-2.1.0_skip-diff-test-on-ppc.patch',
-    'PyTorch-2.1.0_skip-dynamo-test_predispatch.patch',
-    'PyTorch-2.1.0_skip-test_jvp_linalg_det_singular.patch',
-    'PyTorch-2.1.0_skip-test_linear_fp32-without-MKL.patch',
-    'PyTorch-2.1.0_skip-test_wrap_bad.patch',
-    'PyTorch-2.1.2_add-cuda-skip-markers.patch',
-    'PyTorch-2.1.2_fix-conj-mismatch-test-failures.patch',
-    'PyTorch-2.1.2_fix-device-mesh-check.patch',
-    'PyTorch-2.1.2_fix-locale-issue-in-nvrtcCompileProgram.patch',
-    'PyTorch-2.1.2_fix-test_extension_backend-without-vectorization.patch',
-    'PyTorch-2.1.2_fix-test_memory_profiler.patch',
-    'PyTorch-2.1.2_fix-test_torchinductor-rounding.patch',
-    'PyTorch-2.1.2_fix-vsx-vector-abs.patch',
-    'PyTorch-2.1.2_fix-vsx-vector-div.patch',
-    'PyTorch-2.1.2_fix-with_temp_dir-decorator.patch',
-    'PyTorch-2.1.2_fix-wrong-device-mesh-size-in-tests.patch',
-    'PyTorch-2.1.2_relax-cuda-tolerances.patch',
-    'PyTorch-2.1.2_remove-nccl-backend-default-without-gpus.patch',
-    'PyTorch-2.1.2_skip-cpu_repro-test-without-vectorization.patch',
-    'PyTorch-2.1.2_skip-failing-test_dtensor_ops-subtests.patch',
-    'PyTorch-2.1.2_skip-memory-leak-test.patch',
-    'PyTorch-2.1.2_skip-test_fsdp_tp_checkpoint_integration.patch',
-    'PyTorch-2.1.2_workaround_dynamo_failure_without_nnpack.patch',
 ]
 checksums = [
-    {'pytorch-v2.1.2.tar.gz': '85effbcce037bffa290aea775c9a4bad5f769cb229583450c40055501ee1acd7'},
+    {'pytorch-v1.13.1.tar.gz': 'dbc229ee9750b02b514937d017744443a269ea0241ed3f32b9af0703589d25d4'},
     {'PyTorch-1.7.0_disable-dev-shm-test.patch': '622cb1eaeadc06e13128a862d9946bcc1f1edd3d02b259c56a9aecc4d5406b8a'},
+    {'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'},
-    {'PyTorch-2.0.1_avoid-test_quantization-failures.patch':
-     '02e3f47e4ed1d7d6077e26f1ae50073dc2b20426269930b505f4aefe5d2f33cd'},
-    {'PyTorch-2.0.1_fix-skip-decorators.patch': '2039012cef45446065e1a2097839fe20bb29fe3c1dcc926c3695ebf29832e920'},
-    {'PyTorch-2.0.1_fix-ub-in-inductor-codegen.patch':
-     '1b37194f55ae678f3657b8728dfb896c18ffe8babe90987ce468c4fa9274f357'},
-    {'PyTorch-2.0.1_fix-vsx-loadu.patch': 'a0ffa61da2d47c6acd09aaf6d4791e527d8919a6f4f1aa7ed38454cdcadb1f72'},
-    {'PyTorch-2.0.1_no-cuda-stubs-rpath.patch': '8902e58a762240f24cdbf0182e99ccdfc2a93492869352fcb4ca0ec7e407f83a'},
-    {'PyTorch-2.0.1_skip-failing-gradtest.patch': '8030bdec6ba49b057ab232d19a7f1a5e542e47e2ec340653a246ec9ed59f8bc1'},
-    {'PyTorch-2.0.1_skip-test_shuffle_reproducibility.patch':
-     '7047862abc1abaff62954da59700f36d4f39fcf83167a638183b1b7f8fec78ae'},
-    {'PyTorch-2.0.1_skip-tests-skipped-in-subprocess.patch':
-     '166c134573a95230e39b9ea09ece3ad8072f39d370c9a88fb2a1e24f6aaac2b5'},
-    {'PyTorch-2.1.0_disable-gcc12-warning.patch': 'c858b8db0010f41005dc06f9a50768d0d3dc2d2d499ccbdd5faf8a518869a421'},
-    {'PyTorch-2.1.0_disable-cudnn-tf32-for-too-strict-tests.patch':
-     'd895018ebdfd46e65d9f7645444a3b4c5bbfe3d533a08db559a04be34e01e478'},
-    {'PyTorch-2.1.0_fix-bufferoverflow-in-oneDNN.patch':
-     'b15b1291a3c37bf6a4982cfbb3483f693acb46a67bc0912b383fd98baf540ccf'},
-    {'PyTorch-2.1.0_fix-test_numpy_torch_operators.patch':
-     '84bb51a719abc677031a7a3dfe4382ff098b0cbd8b39b8bed2a7fa03f80ac1e9'},
-    {'PyTorch-2.1.0_fix-validationError-output-test.patch':
-     '7eba0942afb121ed92fac30d1529447d892a89eb3d53c565f8e9d480e95f692b'},
-    {'PyTorch-2.1.0_fix-vsx-vector-shift-functions.patch':
-     '3793b4b878be1abe7791efcbd534774b87862cfe7dc4774ca8729b6cabb39e7e'},
-    {'PyTorch-2.1.0_increase-tolerance-functorch-test_vmapvjpvjp.patch':
-     'aef38adf1210d0c5455e91d7c7a9d9e5caad3ae568301e0ba9fc204309438e7b'},
-    {'PyTorch-2.1.0_remove-sparse-csr-nnz-overflow-test.patch':
-     '0ac36411e76506b3354c85a8a1260987f66af947ee52ffc64230aee1fa02ea8b'},
-    {'PyTorch-2.1.0_remove-test-requiring-online-access.patch':
-     '35184b8c5a1b10f79e511cc25db3b8a5585a5d58b5d1aa25dd3d250200b14fd7'},
-    {'PyTorch-2.1.0_skip-diff-test-on-ppc.patch': '394157dbe565ffcbc1821cd63d05930957412156cc01e949ef3d3524176a1dda'},
-    {'PyTorch-2.1.0_skip-dynamo-test_predispatch.patch':
-     '6298daf9ddaa8542850eee9ea005f28594ab65b1f87af43d8aeca1579a8c4354'},
-    {'PyTorch-2.1.0_skip-test_jvp_linalg_det_singular.patch':
-     '5229ca88a71db7667a90ddc0b809b2c817698bd6e9c5aaabd73d3173cf9b99fe'},
-    {'PyTorch-2.1.0_skip-test_linear_fp32-without-MKL.patch':
-     '5dcc79883b6e3ec0a281a8e110db5e0a5880de843bb05653589891f16473ead5'},
-    {'PyTorch-2.1.0_skip-test_wrap_bad.patch': 'b8583125ee94e553b6f77c4ab4bfa812b89416175dc7e9b7390919f3b485cb63'},
-    {'PyTorch-2.1.2_add-cuda-skip-markers.patch': 'd007d6d0cdb533e7d01f503e9055218760123a67c1841c57585385144be18c9a'},
-    {'PyTorch-2.1.2_fix-conj-mismatch-test-failures.patch':
-     'c164357efa4ce88095376e590ba508fc1daa87161e1e59544eda56daac7f2847'},
-    {'PyTorch-2.1.2_fix-device-mesh-check.patch': 'c0efc288bf3d9a9a3c8bbd2691348a589a2677ea43880a8c987db91c8de4806b'},
-    {'PyTorch-2.1.2_fix-locale-issue-in-nvrtcCompileProgram.patch':
-     'f7adafb4e4d3b724b93237a259797b6ed6f535f83be0e34a7b759c71c6a8ddf2'},
-    {'PyTorch-2.1.2_fix-test_extension_backend-without-vectorization.patch':
-     'cd1455495886a7d6b2d30d48736eb0103fded21e2e36de6baac719b9c52a1c92'},
-    {'PyTorch-2.1.2_fix-test_memory_profiler.patch':
-     '30b0c9355636c0ab3dedae02399789053825dc3835b4d7dac6e696767772b1ce'},
-    {'PyTorch-2.1.2_fix-test_torchinductor-rounding.patch':
-     'a0ef99192ee2ad1509c78a8377023d5be2b5fddb16f84063b7c9a0b53d979090'},
-    {'PyTorch-2.1.2_fix-vsx-vector-abs.patch': 'd67d32407faed7dc1dbab4bba0e2f7de36c3db04560ced35c94caf8d84ade886'},
-    {'PyTorch-2.1.2_fix-vsx-vector-div.patch': '11f497a6892eb49b249a15320e4218e0d7ac8ae4ce67de39e4a018a064ca1acc'},
-    {'PyTorch-2.1.2_fix-with_temp_dir-decorator.patch':
-     '90bd001e034095329277d70c6facc4026b4ce6d7f8b8d6aa81c0176eeb462eb1'},
-    {'PyTorch-2.1.2_fix-wrong-device-mesh-size-in-tests.patch':
-     '07a5e4233d02fb6348872838f4d69573c777899c6f0ea4e39ae23c08660d41e5'},
-    {'PyTorch-2.1.2_relax-cuda-tolerances.patch': '554ad09787f61080fafdb84216e711e32327aa357e2a9c40bb428eb6503dee6e'},
-    {'PyTorch-2.1.2_remove-nccl-backend-default-without-gpus.patch':
-     'e6a1efe3d127fcbf4723476a7a1c01cfcf2ccb16d1fb250f478192623e8b6a15'},
-    {'PyTorch-2.1.2_skip-cpu_repro-test-without-vectorization.patch':
-     '7ace835af60c58d9e0754a34c19d4b9a0c3a531f19e5d0eba8e2e49206eaa7eb'},
-    {'PyTorch-2.1.2_skip-failing-test_dtensor_ops-subtests.patch':
-     '6cf711bf26518550903b09ed4431de9319791e79d61aab065785d6608fd5cc88'},
-    {'PyTorch-2.1.2_skip-memory-leak-test.patch': '8d9841208e8a00a498295018aead380c360cf56e500ef23ca740adb5b36de142'},
-    {'PyTorch-2.1.2_skip-test_fsdp_tp_checkpoint_integration.patch':
-     '943ee92f5fd518f608a59e43fe426b9bb45d7e7ad0ba04639e516db2d61fa57d'},
-    {'PyTorch-2.1.2_workaround_dynamo_failure_without_nnpack.patch':
-     'fb96eefabf394617bbb3fbd3a7a7c1aa5991b3836edc2e5d2a30e708bfe49ba1'},
 ]
 
 osdependencies = [OS_PKG_IBVERBS_DEV]
 
 builddependencies = [
-    ('CMake', '3.26.3'),
-    ('hypothesis', '6.82.0'),
+    ('CMake', '3.24.3'),
+    ('hypothesis', '6.68.2'),
     # For tests
-    ('pytest-flakefinder', '1.1.0'),
     ('pytest-rerunfailures', '12.0'),
     ('pytest-shard', '0.1.2'),
+    ('unittest-xml-reporting', '3.1.0'),
 ]
 
 dependencies = [
-    ('CUDA', '12.1.1', '', SYSTEM),
-    ('cuDNN', '8.9.2.26', '-CUDA-%(cudaver)s', SYSTEM),
-    ('magma', '2.7.2', '-CUDA-%(cudaver)s'),
-    ('NCCL', '2.18.3', '-CUDA-%(cudaver)s'),
+    ('CUDA', '12.0.0', '', SYSTEM),
     ('Ninja', '1.11.1'),  # Required for JIT compilation of C++ extensions
-    ('Python', '3.11.3'),
-    ('Python-bundle-PyPI', '2023.06'),
-    ('protobuf', '24.0'),
-    ('protobuf-python', '4.24.0'),
-    ('pybind11', '2.11.1'),
-    ('SciPy-bundle', '2023.07'),
+    ('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', '6.0'),
-    ('Pillow', '10.0.0'),
-    ('expecttest', '0.1.5'),
-    ('networkx', '3.1'),
-    ('sympy', '1.12'),
-    ('Z3', '4.12.2'),
+    ('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'),
 ]
 
-use_pip = True
-buildcmd = '%(python)s setup.py build'  # Run the (long) build in the build step
+custom_opts = ['CMAKE_CXX_STANDARD=17']
 
 excluded_tests = {
     '': [
@@ -205,34 +163,23 @@ excluded_tests = {
         # intermittent failures on various systems
         # See https://github.com/easybuilders/easybuild-easyconfigs/issues/17712
         'distributed/rpc/test_tensorpipe_agent',
-        # Broken test, can't ever succeed, see https://github.com/pytorch/pytorch/issues/122184
-        'distributed/tensor/parallel/test_tp_random_state',
-        # failures on OmniPath systems, which don't support some optional InfiniBand features
-        # See https://github.com/pytorch/tensorpipe/issues/413
-        'distributed/pipeline/sync/skip/test_gpipe',
-        'distributed/pipeline/sync/skip/test_leak',
-        'distributed/pipeline/sync/test_bugs',
-        'distributed/pipeline/sync/test_inplace',
-        'distributed/pipeline/sync/test_pipe',
-        'distributed/pipeline/sync/test_transparency',
     ]
 }
 
 runtest = 'cd test && PYTHONUNBUFFERED=1 %(python)s run_test.py --continue-through-error  --verbose %(excluded_tests)s'
 
-# 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
-# test_nn is also prone to spurious failures: https://github.com/pytorch/pytorch/issues/118294
-# So allow a low number of tests to fail as the tests "usually" succeed
-max_failed_tests = 2
-
 # The readelf sanity check command can be taken out once the TestRPATH test from
-# https://github.com/pytorch/pytorch/pull/109493 is accepted, since it is then checked as part of the PyTorch test suite
+# 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'
Diff against PyTorch-2.1.2-foss-2023a.eb

easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023a.eb

diff --git a/easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023a.eb b/easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb
index a79f709480..001b7a61c2 100644
--- a/easybuild/easyconfigs/p/PyTorch/PyTorch-2.1.2-foss-2023a.eb
+++ b/easybuild/easyconfigs/p/PyTorch/PyTorch-1.13.1-foss-2022b-CUDA-12.0.0.eb
@@ -1,159 +1,153 @@
 name = 'PyTorch'
-version = '2.1.2'
+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': '2023a'}
+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',
-    'PyTorch-2.0.1_avoid-test_quantization-failures.patch',
-    'PyTorch-2.0.1_fix-skip-decorators.patch',
-    'PyTorch-2.0.1_fix-ub-in-inductor-codegen.patch',
-    'PyTorch-2.0.1_fix-vsx-loadu.patch',
-    'PyTorch-2.0.1_no-cuda-stubs-rpath.patch',
-    'PyTorch-2.0.1_skip-failing-gradtest.patch',
-    'PyTorch-2.0.1_skip-test_shuffle_reproducibility.patch',
-    'PyTorch-2.0.1_skip-tests-skipped-in-subprocess.patch',
-    'PyTorch-2.1.0_disable-gcc12-warning.patch',
-    'PyTorch-2.1.0_fix-bufferoverflow-in-oneDNN.patch',
-    'PyTorch-2.1.0_fix-test_numpy_torch_operators.patch',
-    'PyTorch-2.1.0_fix-validationError-output-test.patch',
-    'PyTorch-2.1.0_fix-vsx-vector-shift-functions.patch',
-    'PyTorch-2.1.0_increase-tolerance-functorch-test_vmapvjpvjp.patch',
-    'PyTorch-2.1.0_remove-sparse-csr-nnz-overflow-test.patch',
-    'PyTorch-2.1.0_remove-test-requiring-online-access.patch',
-    'PyTorch-2.1.0_skip-diff-test-on-ppc.patch',
-    'PyTorch-2.1.0_skip-dynamo-test_predispatch.patch',
-    'PyTorch-2.1.0_skip-test_jvp_linalg_det_singular.patch',
-    'PyTorch-2.1.0_skip-test_linear_fp32-without-MKL.patch',
-    'PyTorch-2.1.0_skip-test_wrap_bad.patch',
-    'PyTorch-2.1.2_fix-test_extension_backend-without-vectorization.patch',
-    'PyTorch-2.1.2_fix-test_memory_profiler.patch',
-    'PyTorch-2.1.2_fix-test_torchinductor-rounding.patch',
-    'PyTorch-2.1.2_fix-vsx-vector-abs.patch',
-    'PyTorch-2.1.2_fix-vsx-vector-div.patch',
-    'PyTorch-2.1.2_skip-cpu_repro-test-without-vectorization.patch',
-    'PyTorch-2.1.2_skip-memory-leak-test.patch',
-    'PyTorch-2.1.2_workaround_dynamo_failure_without_nnpack.patch',
 ]
 checksums = [
-    {'pytorch-v2.1.2.tar.gz': '85effbcce037bffa290aea775c9a4bad5f769cb229583450c40055501ee1acd7'},
+    {'pytorch-v1.13.1.tar.gz': 'dbc229ee9750b02b514937d017744443a269ea0241ed3f32b9af0703589d25d4'},
     {'PyTorch-1.7.0_disable-dev-shm-test.patch': '622cb1eaeadc06e13128a862d9946bcc1f1edd3d02b259c56a9aecc4d5406b8a'},
+    {'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'},
-    {'PyTorch-2.0.1_avoid-test_quantization-failures.patch':
-     '02e3f47e4ed1d7d6077e26f1ae50073dc2b20426269930b505f4aefe5d2f33cd'},
-    {'PyTorch-2.0.1_fix-skip-decorators.patch': '2039012cef45446065e1a2097839fe20bb29fe3c1dcc926c3695ebf29832e920'},
-    {'PyTorch-2.0.1_fix-ub-in-inductor-codegen.patch':
-     '1b37194f55ae678f3657b8728dfb896c18ffe8babe90987ce468c4fa9274f357'},
-    {'PyTorch-2.0.1_fix-vsx-loadu.patch': 'a0ffa61da2d47c6acd09aaf6d4791e527d8919a6f4f1aa7ed38454cdcadb1f72'},
-    {'PyTorch-2.0.1_no-cuda-stubs-rpath.patch': '8902e58a762240f24cdbf0182e99ccdfc2a93492869352fcb4ca0ec7e407f83a'},
-    {'PyTorch-2.0.1_skip-failing-gradtest.patch': '8030bdec6ba49b057ab232d19a7f1a5e542e47e2ec340653a246ec9ed59f8bc1'},
-    {'PyTorch-2.0.1_skip-test_shuffle_reproducibility.patch':
-     '7047862abc1abaff62954da59700f36d4f39fcf83167a638183b1b7f8fec78ae'},
-    {'PyTorch-2.0.1_skip-tests-skipped-in-subprocess.patch':
-     '166c134573a95230e39b9ea09ece3ad8072f39d370c9a88fb2a1e24f6aaac2b5'},
-    {'PyTorch-2.1.0_disable-gcc12-warning.patch': 'c858b8db0010f41005dc06f9a50768d0d3dc2d2d499ccbdd5faf8a518869a421'},
-    {'PyTorch-2.1.0_fix-bufferoverflow-in-oneDNN.patch':
-     'b15b1291a3c37bf6a4982cfbb3483f693acb46a67bc0912b383fd98baf540ccf'},
-    {'PyTorch-2.1.0_fix-test_numpy_torch_operators.patch':
-     '84bb51a719abc677031a7a3dfe4382ff098b0cbd8b39b8bed2a7fa03f80ac1e9'},
-    {'PyTorch-2.1.0_fix-validationError-output-test.patch':
-     '7eba0942afb121ed92fac30d1529447d892a89eb3d53c565f8e9d480e95f692b'},
-    {'PyTorch-2.1.0_fix-vsx-vector-shift-functions.patch':
-     '3793b4b878be1abe7791efcbd534774b87862cfe7dc4774ca8729b6cabb39e7e'},
-    {'PyTorch-2.1.0_increase-tolerance-functorch-test_vmapvjpvjp.patch':
-     'aef38adf1210d0c5455e91d7c7a9d9e5caad3ae568301e0ba9fc204309438e7b'},
-    {'PyTorch-2.1.0_remove-sparse-csr-nnz-overflow-test.patch':
-     '0ac36411e76506b3354c85a8a1260987f66af947ee52ffc64230aee1fa02ea8b'},
-    {'PyTorch-2.1.0_remove-test-requiring-online-access.patch':
-     '35184b8c5a1b10f79e511cc25db3b8a5585a5d58b5d1aa25dd3d250200b14fd7'},
-    {'PyTorch-2.1.0_skip-diff-test-on-ppc.patch': '394157dbe565ffcbc1821cd63d05930957412156cc01e949ef3d3524176a1dda'},
-    {'PyTorch-2.1.0_skip-dynamo-test_predispatch.patch':
-     '6298daf9ddaa8542850eee9ea005f28594ab65b1f87af43d8aeca1579a8c4354'},
-    {'PyTorch-2.1.0_skip-test_jvp_linalg_det_singular.patch':
-     '5229ca88a71db7667a90ddc0b809b2c817698bd6e9c5aaabd73d3173cf9b99fe'},
-    {'PyTorch-2.1.0_skip-test_linear_fp32-without-MKL.patch':
-     '5dcc79883b6e3ec0a281a8e110db5e0a5880de843bb05653589891f16473ead5'},
-    {'PyTorch-2.1.0_skip-test_wrap_bad.patch': 'b8583125ee94e553b6f77c4ab4bfa812b89416175dc7e9b7390919f3b485cb63'},
-    {'PyTorch-2.1.2_fix-test_extension_backend-without-vectorization.patch':
-     'cd1455495886a7d6b2d30d48736eb0103fded21e2e36de6baac719b9c52a1c92'},
-    {'PyTorch-2.1.2_fix-test_memory_profiler.patch':
-     '30b0c9355636c0ab3dedae02399789053825dc3835b4d7dac6e696767772b1ce'},
-    {'PyTorch-2.1.2_fix-test_torchinductor-rounding.patch':
-     'a0ef99192ee2ad1509c78a8377023d5be2b5fddb16f84063b7c9a0b53d979090'},
-    {'PyTorch-2.1.2_fix-vsx-vector-abs.patch': 'd67d32407faed7dc1dbab4bba0e2f7de36c3db04560ced35c94caf8d84ade886'},
-    {'PyTorch-2.1.2_fix-vsx-vector-div.patch': '11f497a6892eb49b249a15320e4218e0d7ac8ae4ce67de39e4a018a064ca1acc'},
-    {'PyTorch-2.1.2_skip-cpu_repro-test-without-vectorization.patch':
-     '7ace835af60c58d9e0754a34c19d4b9a0c3a531f19e5d0eba8e2e49206eaa7eb'},
-    {'PyTorch-2.1.2_skip-memory-leak-test.patch': '8d9841208e8a00a498295018aead380c360cf56e500ef23ca740adb5b36de142'},
-    {'PyTorch-2.1.2_workaround_dynamo_failure_without_nnpack.patch':
-     'fb96eefabf394617bbb3fbd3a7a7c1aa5991b3836edc2e5d2a30e708bfe49ba1'},
 ]
 
 osdependencies = [OS_PKG_IBVERBS_DEV]
 
 builddependencies = [
-    ('CMake', '3.26.3'),
-    ('hypothesis', '6.82.0'),
+    ('CMake', '3.24.3'),
+    ('hypothesis', '6.68.2'),
     # For tests
-    ('pytest-flakefinder', '1.1.0'),
     ('pytest-rerunfailures', '12.0'),
     ('pytest-shard', '0.1.2'),
+    ('unittest-xml-reporting', '3.1.0'),
 ]
 
 dependencies = [
+    ('CUDA', '12.0.0', '', SYSTEM),
     ('Ninja', '1.11.1'),  # Required for JIT compilation of C++ extensions
-    ('Python', '3.11.3'),
-    ('Python-bundle-PyPI', '2023.06'),
-    ('protobuf', '24.0'),
-    ('protobuf-python', '4.24.0'),
-    ('pybind11', '2.11.1'),
-    ('SciPy-bundle', '2023.07'),
+    ('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', '6.0'),
-    ('Pillow', '10.0.0'),
-    ('expecttest', '0.1.5'),
-    ('networkx', '3.1'),
-    ('sympy', '1.12'),
-    ('Z3', '4.12.2',),
+    ('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'),
 ]
 
-use_pip = True
+custom_opts = ['CMAKE_CXX_STANDARD=17']
 
 excluded_tests = {
     '': [
@@ -174,6 +168,13 @@ excluded_tests = {
 
 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

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Test report by @Flamefire
Using easyblocks from PR(s) easybuilders/easybuild-easyblocks#3633
SUCCESS
Build succeeded for 1 out of 1 (1 easyconfigs in total)
i7014 - Linux Rocky Linux 8.9 (Green Obsidian), x86_64, AMD EPYC 7702 64-Core Processor (zen2), Python 3.8.17
See https://gist.github.com/Flamefire/87371af32ec1f693c5de990cdcb7e0be for a full test report.

@Flamefire Flamefire mentioned this pull request Feb 24, 2025
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3 participants
@Flamefire @branfosj @SebastianAchilles