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{lib}[foss/2022a] TensorFlow v2.11.0 w/ Python 3.10.4 (+ CUDA 11.7.0) #17241

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merged 6 commits into from
Mar 18, 2023
Merged

{lib}[foss/2022a] TensorFlow v2.11.0 w/ Python 3.10.4 (+ CUDA 11.7.0) #17241

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8579246
adding easyconfigs: TensorFlow-2.11.0-foss-2022a-CUDA-11.7.0.eb, Tens…
Flamefire Feb 1, 2023
ca2e0f3
Fix PPC crash in tensorflow/core/grappler/optimizers:arithmetic_optim…
Flamefire Feb 7, 2023
b404be5
Add patches from TF 2.8.4/2.9.1
Flamefire Feb 9, 2023
350eea4
Update patch for PPC on eigen based on new Eigen MR
Flamefire Feb 10, 2023
c7f0788
Merge branch 'develop' of https://github.com/easybuilders/easybuild-e…
boegel Mar 3, 2023
db36e69
Remove LLVM
Flamefire Mar 17, 2023
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230 changes: 230 additions & 0 deletions easybuild/easyconfigs/t/TensorFlow/TensorFlow-2.11.0-foss-2022a-CUDA-11.7.0.eb
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easyblock = 'PythonBundle'

name = 'TensorFlow'
version = '2.11.0'
versionsuffix = '-CUDA-%(cudaver)s'

homepage = 'https://www.tensorflow.org/'
description = "An open-source software library for Machine Intelligence"

toolchain = {'name': 'foss', 'version': '2022a'}
toolchainopts = {'pic': True}

builddependencies = [
('Bazel', '5.1.1'),
('protobuf', '3.19.4'),
# git 2.x required, see also https://github.com/tensorflow/tensorflow/issues/29053
('git', '2.36.0', '-nodocs'),
('pybind11', '2.9.2'),
('UnZip', '6.0'),
]
dependencies = [
('CUDA', '11.7.0', '', SYSTEM),
('cuDNN', '8.4.1.50', versionsuffix, SYSTEM),
('NCCL', '2.12.12', versionsuffix),
('Python', '3.10.4'),
('h5py', '3.7.0'),
('cURL', '7.83.0'),
('dill', '0.3.6'),
('double-conversion', '3.2.0'),
('flatbuffers', '2.0.7'),
('giflib', '5.2.1'),
('hwloc', '2.7.1'),
('ICU', '71.1'),
('JsonCpp', '1.9.5'),
('libjpeg-turbo', '2.1.3'),
('LMDB', '0.9.29'),
('NASM', '2.15.05'),
('nsync', '1.25.0'),
('SQLite', '3.38.3'),
('protobuf-python', '3.19.4'),
('libpng', '1.6.37'),
('snappy', '1.1.9'),
('zlib', '1.2.12'),
('networkx', '2.8.4'), # required for pythran
]

use_pip = True
sanity_pip_check = True

# Dependencies created and updated using findPythonDeps.sh:
# https://gist.github.com/Flamefire/49426e502cd8983757bd01a08a10ae0d
exts_list = [
('wrapt', '1.14.1', {
'checksums': ['380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d'],
}),
('termcolor', '1.1.0', {
'checksums': ['1d6d69ce66211143803fbc56652b41d73b4a400a2891d7bf7a1cdf4c02de613b'],
}),
('tensorflow-estimator', version, {
'source_tmpl': 'tensorflow_estimator-%(version)s-py2.py3-none-any.whl',
'checksums': ['ea3b64acfff3d9a244f06178c9bdedcbdd3f125b67d0888dba8229498d06468b'],
}),
('Werkzeug', '2.2.2', {
'checksums': ['7ea2d48322cc7c0f8b3a215ed73eabd7b5d75d0b50e31ab006286ccff9e00b8f'],
}),
('tensorboard-plugin-wit', '1.8.1', {
'source_tmpl': 'tensorboard_plugin_wit-%(version)s-py3-none-any.whl',
'checksums': ['ff26bdd583d155aa951ee3b152b3d0cffae8005dc697f72b44a8e8c2a77a8cbe'],
}),
('tensorboard-data-server', '0.6.1', {
'source_tmpl': 'tensorboard_data_server-%(version)s-py3-none-any.whl',
'checksums': ['809fe9887682d35c1f7d1f54f0f40f98bb1f771b14265b453ca051e2ce58fca7'],
}),
('Markdown', '3.4.1', {
'checksums': ['3b809086bb6efad416156e00a0da66fe47618a5d6918dd688f53f40c8e4cfeff'],
}),
('grpcio', '1.51.1', {
'modulename': 'grpc',
'preinstallopts': "export GRPC_PYTHON_BUILD_EXT_COMPILER_JOBS=%(parallel)s && ",
'checksums': ['e6dfc2b6567b1c261739b43d9c59d201c1b89e017afd9e684d85aa7a186c9f7a'],
}),
('oauthlib', '3.2.2', {
'checksums': ['9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918'],
}),
('requests-oauthlib', '1.3.1', {
'checksums': ['75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a'],
}),
('rsa', '4.9', {
'checksums': ['e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21'],
}),
('pyasn1-modules', '0.2.8', {
'checksums': ['905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e'],
}),
('cachetools', '5.2.1', {
'checksums': ['5991bc0e08a1319bb618d3195ca5b6bc76646a49c21d55962977197b301cc1fe'],
}),
('google-auth', '2.16.0', {
'modulename': 'google.auth',
'checksums': ['ed7057a101af1146f0554a769930ac9de506aeca4fd5af6543ebe791851a9fbd'],
}),
('google-auth-oauthlib', '0.4.6', {
'checksums': ['a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a'],
}),
('absl-py', '1.4.0', {
'modulename': 'absl',
'checksums': ['d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d'],
}),
('tensorboard', '2.11.1', {
'source_tmpl': SOURCE_PY3_WHL,
'checksums': ['0c7529f3f43691e8cc2ece8e564c2e103c51ade317c6af626d415239b5088018'],
}),
('opt-einsum', '3.3.0', {
'source_tmpl': 'opt_einsum-%(version)s.tar.gz',
'checksums': ['59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549'],
}),
('keras', version, {
'source_tmpl': SOURCE_WHL,
'checksums': ['38c6fff0ea9a8b06a2717736565c92a73c8cd9b1c239e7125ccb188b7848f65e'],
}),
('google-pasta', '0.2.0', {
'modulename': 'pasta',
'checksums': ['c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e'],
}),
('astunparse', '1.6.3', {
'checksums': ['5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872'],
}),
# Version <= 0.4.0 required by TF: https://github.com/tensorflow/tensorflow/issues/56244
('gast', '0.4.0', {
'checksums': ['40feb7b8b8434785585ab224d1568b857edb18297e5a3047f1ba012bc83b42c1'],
}),
# (newer) pythran and beniget in SciPy-Bundle require gast 0.5
('beniget', '0.3.0', {
'checksums': ['062c893be9cdf87c3144fb15041cce4d81c67107c1591952cd45fdce789a0ff1'],
}),
('pythran', '0.9.11', {
'checksums': ['a317f91e2aade9f6550dc3bf40b5caeb45b7e012daf27e2b3e4ad928edb01667'],
}),
# Required by tests
('portpicker', '1.5.2', {
'checksums': ['c55683ad725f5c00a41bc7db0225223e8be024b1fa564d039ed3390e4fd48fb3'],
}),
# System dependencies
('tblib', '1.7.0', {
'checksums': ['059bd77306ea7b419d4f76016aef6d7027cc8a0785579b5aad198803435f882c'],
}),
('astor', '0.8.1', {
'checksums': ['6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e'],
}),
# Optional profile plugin + dependency
('gviz-api', '1.10.0', {
'source_tmpl': 'gviz_api-%(version)s.tar.gz',
'checksums': ['846692dd8cc73224fc31b18e41589bd934e1cc05090c6576af4b4b26c2e71b90'],
}),
('tensorboard-plugin-profile', '2.11.1', {
'source_tmpl': 'tensorboard_plugin_profile-%(version)s.tar.gz',
'checksums': ['7a97c02d502fde98a0336aadcab15b37169744d5bf6966af7d576c7a3f0a89f4'],
}),
(name, version, {
'source_tmpl': 'v%(version)s.tar.gz',
'source_urls': ['https://github.com/tensorflow/tensorflow/archive/'],
'patches': [
'%(name)s-2.4.0_dont-use-var-lock.patch',
'%(name)s-2.5.0-fix-alias-violation-in-absl.patch',
'%(name)s-2.5.0_fix-crash-on-shutdown.patch',
'%(name)s-2.8.4_exclude-xnnpack-on-ppc.patch',
'%(name)s-2.8.4_resolve-gcc-symlinks.patch',
'%(name)s-2.9.1_remove-duplicate-gpu-tests.patch',
'%(name)s-%(version)s_disable-avx512-extensions.patch',
'%(name)s-%(version)s_fix-eigen-atan-on-PPC.patch',
'%(name)s-%(version)s_fix-eigen-gemm-on-PPC.patch',
'%(name)s-%(version)s_fix-link-error.patch',
'%(name)s-%(version)s_remove-libclang-and-io-gcs-deps.patch',
],
'checksums': [
{'v2.11.0.tar.gz': '99c732b92b1b37fc243a559e02f9aef5671771e272758aa4aec7f34dc92dac48'},
{'TensorFlow-2.4.0_dont-use-var-lock.patch':
'b14f2493fd2edf79abd1c4f2dde6c98a3e7d5cb9c25ab9386df874d5f072d6b5'},
{'TensorFlow-2.5.0-fix-alias-violation-in-absl.patch':
'12454fda3330fb45cd380377e283f04488b40e0b8ae7378e786ddf731a581f75'},
{'TensorFlow-2.5.0_fix-crash-on-shutdown.patch':
'578c7493221ebd3dc25ca43d63a72cbb28fdf4112b1e2baa7390f25781bd78fd'},
{'TensorFlow-2.8.4_exclude-xnnpack-on-ppc.patch':
'ebd404ac56cc4ca662483f1f591e62e11749361be57a7ba5f4b2f0d03e829884'},
{'TensorFlow-2.8.4_resolve-gcc-symlinks.patch':
'43ce9acc6bffff68a31d2263d0064d272999b2e0a2c6546690287cd1c9c90f04'},
{'TensorFlow-2.9.1_remove-duplicate-gpu-tests.patch':
'6fe50faab28387c622c68dc3fc0cbfb2a51000cd750c1a82f8420b54fcd2509f'},
{'TensorFlow-2.11.0_disable-avx512-extensions.patch':
'fb8e7694b5d2377cc44e6674ff85a7c50dc725f2f507cbcfda65f129f534b1cc'},
{'TensorFlow-2.11.0_fix-eigen-atan-on-PPC.patch':
'd9f4779f72ffd2c5f9c5da0a7735328dd25756515edccf603087dba2bf4d1612'},
{'TensorFlow-2.11.0_fix-eigen-gemm-on-PPC.patch':
'4f18ff0563b0ef8556904db1bb4974f8068bf0d2ee1effb24e0c779eb32517e3'},
{'TensorFlow-2.11.0_fix-link-error.patch':
'0a2f5c9c5be425f305bdc08f5a5ffce210e66f6ad4120d94ea0209246fc0449f'},
{'TensorFlow-2.11.0_remove-libclang-and-io-gcs-deps.patch':
'21d5723ab4e9a3be349cf3d57bb55cbe43e28785a8c8b19c52cee9dcc4dcf0de'},
],
'test_script': 'TensorFlow-2.x_mnist-test.py',
'test_tag_filters_cpu': '-gpu,-tpu,-no_cuda_on_cpu_tap,'
'-no_pip,-no_oss,-oss_serial,-benchmark-test,-v1only',
'test_tag_filters_gpu': 'gpu,-no_gpu,-nogpu,-gpu_cupti,-no_cuda11,'
'-no_pip,-no_oss,-oss_serial,-benchmark-test,-v1only',
'test_targets': [
'//tensorflow/core/...',
'-//tensorflow/core:example_java_proto',
'-//tensorflow/core/example:example_protos_closure',
'//tensorflow/cc/...',
'//tensorflow/c/...',
'//tensorflow/python/...',
'-//tensorflow/c/eager:c_api_test_gpu',
'-//tensorflow/c/eager:c_api_distributed_test',
'-//tensorflow/c/eager:c_api_distributed_test_gpu',
'-//tensorflow/c/eager:c_api_cluster_test_gpu',
'-//tensorflow/c/eager:c_api_remote_function_test_gpu',
'-//tensorflow/c/eager:c_api_remote_test_gpu',
'-//tensorflow/core/common_runtime:collective_param_resolver_local_test',
'-//tensorflow/core/common_runtime:mkl_layout_pass_test',
'-//tensorflow/core/kernels/mkl:mkl_fused_ops_test',
'-//tensorflow/core/kernels/mkl:mkl_fused_batch_norm_op_test',
'-//tensorflow/core/ir/importexport/tests/roundtrip/...',
],
'testopts': "--test_timeout=3600 --test_size_filters=small",
'testopts_gpu': "--test_timeout=3600 --test_size_filters=small "
"--run_under=//tensorflow/tools/ci_build/gpu_build:parallel_gpu_execute",
'with_xla': True,
}),
]

moduleclass = 'lib'
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