1.具体的apex安装步骤
(swav) [luanhaijing@gpu02 extract_swav_feature]$ git clone https://github.com/ptrblck/apex.git
Cloning into 'apex'...
remote: Enumerating objects: 4979, done.
remote: Counting objects: 100% (438/438), done.
remote: Compressing objects: 100% (55/55), done.
remote: Total 4979 (delta 397), reused 383 (delta 383), pack-reused 4541
Receiving objects: 100% (4979/4979), 8.83 MiB | 72.00 KiB/s, done.
Resolving deltas: 100% (3231/3231), done.
(swav) [luanhaijing@gpu02 extract_swav_feature]$ cd apex/
(swav) [luanhaijing@gpu02 apex]$ git checkout apex_no_distributed
branch 'apex_no_distributed' set up to track 'origin/apex_no_distributed'.
Switched to a new branch 'apex_no_distributed'
(swav) [luanhaijing@gpu02 apex]$ pip install -v --no-cache-dir ./
Using pip 23.2.1 from /data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages/pip (python 3.8)
WARNING: Ignoring invalid distribution -illow (/data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages)
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Processing /data/Project/luanhaijing/MSI-MIL/extract_swav_feature/apex
Running command python setup.py egg_info
torch.__version__ = 1.7.0
running egg_info
creating /tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info
writing /tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info/PKG-INFO
writing dependency_links to /tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info/dependency_links.txt
writing top-level names to /tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info/top_level.txt
writing manifest file '/tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info/SOURCES.txt'
reading manifest file '/tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info/SOURCES.txt'
adding license file 'LICENSE'
writing manifest file '/tmp/pip-pip-egg-info-2nt8xd8w/apex.egg-info/SOURCES.txt'
/data/Project/luanhaijing/MSI-MIL/extract_swav_feature/apex/setup.py:33: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
Preparing metadata (setup.py) ... done
Building wheels for collected packages: apex
Running command python setup.py bdist_wheel
torch.__version__ = 1.7.0
/data/Project/luanhaijing/MSI-MIL/extract_swav_feature/apex/setup.py:33: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
running bdist_wheel
running build
running build_py
creating build
creating build/lib
creating build/lib/apex
copying apex/__init__.py -> build/lib/apex
creating build/lib/apex/multi_tensor_apply
copying apex/multi_tensor_apply/multi_tensor_apply.py -> build/lib/apex/multi_tensor_apply
copying apex/multi_tensor_apply/__init__.py -> build/lib/apex/multi_tensor_apply
creating build/lib/apex/reparameterization
copying apex/reparameterization/reparameterization.py -> build/lib/apex/reparameterization
copying apex/reparameterization/__init__.py -> build/lib/apex/reparameterization
copying apex/reparameterization/weight_norm.py -> build/lib/apex/reparameterization
creating build/lib/apex/pyprof
copying apex/pyprof/__init__.py -> build/lib/apex/pyprof
creating build/lib/apex/optimizers
copying apex/optimizers/fused_adam.py -> build/lib/apex/optimizers
copying apex/optimizers/__init__.py -> build/lib/apex/optimizers
copying apex/optimizers/fp16_optimizer.py -> build/lib/apex/optimizers
creating build/lib/apex/parallel
copying apex/parallel/optimized_sync_batchnorm.py -> build/lib/apex/parallel
copying apex/parallel/multiproc.py -> build/lib/apex/parallel
copying apex/parallel/sync_batchnorm.py -> build/lib/apex/parallel
copying apex/parallel/LARC.py -> build/lib/apex/parallel
copying apex/parallel/__init__.py -> build/lib/apex/parallel
copying apex/parallel/optimized_sync_batchnorm_kernel.py -> build/lib/apex/parallel
copying apex/parallel/distributed.py -> build/lib/apex/parallel
copying apex/parallel/sync_batchnorm_kernel.py -> build/lib/apex/parallel
creating build/lib/apex/normalization
copying apex/normalization/fused_layer_norm.py -> build/lib/apex/normalization
copying apex/normalization/__init__.py -> build/lib/apex/normalization
creating build/lib/apex/amp
copying apex/amp/handle.py -> build/lib/apex/amp
copying apex/amp/rnn_compat.py -> build/lib/apex/amp
copying apex/amp/frontend.py -> build/lib/apex/amp
copying apex/amp/opt.py -> build/lib/apex/amp
copying apex/amp/_initialize.py -> build/lib/apex/amp
copying apex/amp/amp.py -> build/lib/apex/amp
copying apex/amp/scaler.py -> build/lib/apex/amp
copying apex/amp/compat.py -> build/lib/apex/amp
copying apex/amp/__init__.py -> build/lib/apex/amp
copying apex/amp/__version__.py -> build/lib/apex/amp
copying apex/amp/_amp_state.py -> build/lib/apex/amp
copying apex/amp/_process_optimizer.py -> build/lib/apex/amp
copying apex/amp/wrap.py -> build/lib/apex/amp
copying apex/amp/utils.py -> build/lib/apex/amp
creating build/lib/apex/fp16_utils
copying apex/fp16_utils/loss_scaler.py -> build/lib/apex/fp16_utils
copying apex/fp16_utils/__init__.py -> build/lib/apex/fp16_utils
copying apex/fp16_utils/fp16_optimizer.py -> build/lib/apex/fp16_utils
copying apex/fp16_utils/fp16util.py -> build/lib/apex/fp16_utils
creating build/lib/apex/RNN
copying apex/RNN/cells.py -> build/lib/apex/RNN
copying apex/RNN/__init__.py -> build/lib/apex/RNN
copying apex/RNN/models.py -> build/lib/apex/RNN
copying apex/RNN/RNNBackend.py -> build/lib/apex/RNN
creating build/lib/apex/pyprof/parse
copying apex/pyprof/parse/__main__.py -> build/lib/apex/pyprof/parse
copying apex/pyprof/parse/db.py -> build/lib/apex/pyprof/parse
copying apex/pyprof/parse/nvvp.py -> build/lib/apex/pyprof/parse
copying apex/pyprof/parse/kernel.py -> build/lib/apex/pyprof/parse
copying apex/pyprof/parse/__init__.py -> build/lib/apex/pyprof/parse
copying apex/pyprof/parse/parse.py -> build/lib/apex/pyprof/parse
creating build/lib/apex/pyprof/prof
copying apex/pyprof/prof/utility.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/prof.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/__main__.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/activation.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/usage.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/normalization.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/optim.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/data.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/dropout.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/softmax.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/recurrentCell.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/blas.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/output.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/index_slice_join_mutate.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/convert.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/embedding.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/__init__.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/base.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/pointwise.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/randomSample.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/linear.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/reduction.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/misc.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/loss.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/pooling.py -> build/lib/apex/pyprof/prof
copying apex/pyprof/prof/conv.py -> build/lib/apex/pyprof/prof
creating build/lib/apex/pyprof/nvtx
copying apex/pyprof/nvtx/__init__.py -> build/lib/apex/pyprof/nvtx
copying apex/pyprof/nvtx/nvmarker.py -> build/lib/apex/pyprof/nvtx
creating build/lib/apex/amp/lists
copying apex/amp/lists/tensor_overrides.py -> build/lib/apex/amp/lists
copying apex/amp/lists/torch_overrides.py -> build/lib/apex/amp/lists
copying apex/amp/lists/__init__.py -> build/lib/apex/amp/lists
copying apex/amp/lists/functional_overrides.py -> build/lib/apex/amp/lists
/data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
!!
********************************************************************************
Please avoid running ``setup.py`` directly.
Instead, use pypa/build, pypa/installer or other
standards-based tools.
See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
********************************************************************************
!!
self.initialize_options()
installing to build/bdist.linux-x86_64/wheel
running install
running install_lib
creating build/bdist.linux-x86_64
creating build/bdist.linux-x86_64/wheel
creating build/bdist.linux-x86_64/wheel/apex
creating build/bdist.linux-x86_64/wheel/apex/multi_tensor_apply
copying build/lib/apex/multi_tensor_apply/multi_tensor_apply.py -> build/bdist.linux-x86_64/wheel/apex/multi_tensor_apply
copying build/lib/apex/multi_tensor_apply/__init__.py -> build/bdist.linux-x86_64/wheel/apex/multi_tensor_apply
creating build/bdist.linux-x86_64/wheel/apex/reparameterization
copying build/lib/apex/reparameterization/reparameterization.py -> build/bdist.linux-x86_64/wheel/apex/reparameterization
copying build/lib/apex/reparameterization/__init__.py -> build/bdist.linux-x86_64/wheel/apex/reparameterization
copying build/lib/apex/reparameterization/weight_norm.py -> build/bdist.linux-x86_64/wheel/apex/reparameterization
creating build/bdist.linux-x86_64/wheel/apex/pyprof
creating build/bdist.linux-x86_64/wheel/apex/pyprof/parse
copying build/lib/apex/pyprof/parse/__main__.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/parse
copying build/lib/apex/pyprof/parse/db.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/parse
copying build/lib/apex/pyprof/parse/nvvp.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/parse
copying build/lib/apex/pyprof/parse/kernel.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/parse
copying build/lib/apex/pyprof/parse/__init__.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/parse
copying build/lib/apex/pyprof/parse/parse.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/parse
creating build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/utility.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/prof.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/__main__.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/activation.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/usage.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/normalization.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/optim.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/data.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/dropout.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/softmax.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/recurrentCell.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/blas.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/output.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/index_slice_join_mutate.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/convert.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/embedding.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/__init__.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/base.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/pointwise.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/randomSample.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/linear.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/reduction.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/misc.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/loss.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/pooling.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/prof/conv.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/prof
copying build/lib/apex/pyprof/__init__.py -> build/bdist.linux-x86_64/wheel/apex/pyprof
creating build/bdist.linux-x86_64/wheel/apex/pyprof/nvtx
copying build/lib/apex/pyprof/nvtx/__init__.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/nvtx
copying build/lib/apex/pyprof/nvtx/nvmarker.py -> build/bdist.linux-x86_64/wheel/apex/pyprof/nvtx
creating build/bdist.linux-x86_64/wheel/apex/optimizers
copying build/lib/apex/optimizers/fused_adam.py -> build/bdist.linux-x86_64/wheel/apex/optimizers
copying build/lib/apex/optimizers/__init__.py -> build/bdist.linux-x86_64/wheel/apex/optimizers
copying build/lib/apex/optimizers/fp16_optimizer.py -> build/bdist.linux-x86_64/wheel/apex/optimizers
creating build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/optimized_sync_batchnorm.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/multiproc.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/sync_batchnorm.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/LARC.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/__init__.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/optimized_sync_batchnorm_kernel.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/distributed.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/parallel/sync_batchnorm_kernel.py -> build/bdist.linux-x86_64/wheel/apex/parallel
copying build/lib/apex/__init__.py -> build/bdist.linux-x86_64/wheel/apex
creating build/bdist.linux-x86_64/wheel/apex/normalization
copying build/lib/apex/normalization/fused_layer_norm.py -> build/bdist.linux-x86_64/wheel/apex/normalization
copying build/lib/apex/normalization/__init__.py -> build/bdist.linux-x86_64/wheel/apex/normalization
creating build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/handle.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/rnn_compat.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/frontend.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/opt.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/_initialize.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/amp.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/scaler.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/compat.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/__init__.py -> build/bdist.linux-x86_64/wheel/apex/amp
creating build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/tensor_overrides.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/torch_overrides.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/__init__.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/lists/functional_overrides.py -> build/bdist.linux-x86_64/wheel/apex/amp/lists
copying build/lib/apex/amp/__version__.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/_amp_state.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/_process_optimizer.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/wrap.py -> build/bdist.linux-x86_64/wheel/apex/amp
copying build/lib/apex/amp/utils.py -> build/bdist.linux-x86_64/wheel/apex/amp
creating build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/loss_scaler.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/__init__.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/fp16_optimizer.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
copying build/lib/apex/fp16_utils/fp16util.py -> build/bdist.linux-x86_64/wheel/apex/fp16_utils
creating build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/cells.py -> build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/__init__.py -> build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/models.py -> build/bdist.linux-x86_64/wheel/apex/RNN
copying build/lib/apex/RNN/RNNBackend.py -> build/bdist.linux-x86_64/wheel/apex/RNN
running install_egg_info
running egg_info
creating apex.egg-info
writing apex.egg-info/PKG-INFO
writing dependency_links to apex.egg-info/dependency_links.txt
writing top-level names to apex.egg-info/top_level.txt
writing manifest file 'apex.egg-info/SOURCES.txt'
reading manifest file 'apex.egg-info/SOURCES.txt'
adding license file 'LICENSE'
writing manifest file 'apex.egg-info/SOURCES.txt'
Copying apex.egg-info to build/bdist.linux-x86_64/wheel/apex-0.1-py3.8.egg-info
running install_scripts
creating build/bdist.linux-x86_64/wheel/apex-0.1.dist-info/WHEEL
creating '/tmp/pip-wheel-ja6kj5y0/apex-0.1-py3-none-any.whl' and adding 'build/bdist.linux-x86_64/wheel' to it
adding 'apex/__init__.py'
adding 'apex/RNN/RNNBackend.py'
adding 'apex/RNN/__init__.py'
adding 'apex/RNN/cells.py'
adding 'apex/RNN/models.py'
adding 'apex/amp/__init__.py'
adding 'apex/amp/__version__.py'
adding 'apex/amp/_amp_state.py'
adding 'apex/amp/_initialize.py'
adding 'apex/amp/_process_optimizer.py'
adding 'apex/amp/amp.py'
adding 'apex/amp/compat.py'
adding 'apex/amp/frontend.py'
adding 'apex/amp/handle.py'
adding 'apex/amp/opt.py'
adding 'apex/amp/rnn_compat.py'
adding 'apex/amp/scaler.py'
adding 'apex/amp/utils.py'
adding 'apex/amp/wrap.py'
adding 'apex/amp/lists/__init__.py'
adding 'apex/amp/lists/functional_overrides.py'
adding 'apex/amp/lists/tensor_overrides.py'
adding 'apex/amp/lists/torch_overrides.py'
adding 'apex/fp16_utils/__init__.py'
adding 'apex/fp16_utils/fp16_optimizer.py'
adding 'apex/fp16_utils/fp16util.py'
adding 'apex/fp16_utils/loss_scaler.py'
adding 'apex/multi_tensor_apply/__init__.py'
adding 'apex/multi_tensor_apply/multi_tensor_apply.py'
adding 'apex/normalization/__init__.py'
adding 'apex/normalization/fused_layer_norm.py'
adding 'apex/optimizers/__init__.py'
adding 'apex/optimizers/fp16_optimizer.py'
adding 'apex/optimizers/fused_adam.py'
adding 'apex/parallel/LARC.py'
adding 'apex/parallel/__init__.py'
adding 'apex/parallel/distributed.py'
adding 'apex/parallel/multiproc.py'
adding 'apex/parallel/optimized_sync_batchnorm.py'
adding 'apex/parallel/optimized_sync_batchnorm_kernel.py'
adding 'apex/parallel/sync_batchnorm.py'
adding 'apex/parallel/sync_batchnorm_kernel.py'
adding 'apex/pyprof/__init__.py'
adding 'apex/pyprof/nvtx/__init__.py'
adding 'apex/pyprof/nvtx/nvmarker.py'
adding 'apex/pyprof/parse/__init__.py'
adding 'apex/pyprof/parse/__main__.py'
adding 'apex/pyprof/parse/db.py'
adding 'apex/pyprof/parse/kernel.py'
adding 'apex/pyprof/parse/nvvp.py'
adding 'apex/pyprof/parse/parse.py'
adding 'apex/pyprof/prof/__init__.py'
adding 'apex/pyprof/prof/__main__.py'
adding 'apex/pyprof/prof/activation.py'
adding 'apex/pyprof/prof/base.py'
adding 'apex/pyprof/prof/blas.py'
adding 'apex/pyprof/prof/conv.py'
adding 'apex/pyprof/prof/convert.py'
adding 'apex/pyprof/prof/data.py'
adding 'apex/pyprof/prof/dropout.py'
adding 'apex/pyprof/prof/embedding.py'
adding 'apex/pyprof/prof/index_slice_join_mutate.py'
adding 'apex/pyprof/prof/linear.py'
adding 'apex/pyprof/prof/loss.py'
adding 'apex/pyprof/prof/misc.py'
adding 'apex/pyprof/prof/normalization.py'
adding 'apex/pyprof/prof/optim.py'
adding 'apex/pyprof/prof/output.py'
adding 'apex/pyprof/prof/pointwise.py'
adding 'apex/pyprof/prof/pooling.py'
adding 'apex/pyprof/prof/prof.py'
adding 'apex/pyprof/prof/randomSample.py'
adding 'apex/pyprof/prof/recurrentCell.py'
adding 'apex/pyprof/prof/reduction.py'
adding 'apex/pyprof/prof/softmax.py'
adding 'apex/pyprof/prof/usage.py'
adding 'apex/pyprof/prof/utility.py'
adding 'apex/reparameterization/__init__.py'
adding 'apex/reparameterization/reparameterization.py'
adding 'apex/reparameterization/weight_norm.py'
adding 'apex-0.1.dist-info/LICENSE'
adding 'apex-0.1.dist-info/METADATA'
adding 'apex-0.1.dist-info/WHEEL'
adding 'apex-0.1.dist-info/top_level.txt'
adding 'apex-0.1.dist-info/RECORD'
removing build/bdist.linux-x86_64/wheel
Building wheel for apex (setup.py) ... done
Created wheel for apex: filename=apex-0.1-py3-none-any.whl size=121046 sha256=6c55a8418522c74e7796bfe9db5c9a06160fb044833b8f1b7bc92990a457cd02
Stored in directory: /tmp/pip-ephem-wheel-cache-8hi93kzt/wheels/bf/e2/aa/61185bdff245af12a829691466125b591fa31a68a4a55fe099
Successfully built apex
WARNING: Ignoring invalid distribution -illow (/data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages)
Installing collected packages: apex
Attempting uninstall: apex
WARNING: Ignoring invalid distribution -illow (/data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages)
Found existing installation: apex 0.1
Uninstalling apex-0.1:
Removing file or directory /data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages/apex-0.1-py3.8.egg
Removing pth entries from /data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages/easy-install.pth:
Removing entry: ./apex-0.1-py3.8.egg
Successfully uninstalled apex-0.1
Successfully installed apex-0.1
2.其中安装的各个软件的版本：
（pip）
(swav) [luanhaijing@gpu02 apex]$ pip list
WARNING: Ignoring invalid distribution -illow (/data/luanhaijing/software/anaconda3/envs/swav/lib/python3.8/site-packages)
Package Version
------------------- ---------------
absl-py 1.4.0
anykeystore 0.2
apex 0.1
certifi 2023.7.22
charset-normalizer 3.2.0
click 8.1.6
cloudpickle 2.2.1
cryptacular 1.6.2
cytoolz 0.12.2
dask 2023.3.2
dataclasses 0.6
defusedxml 0.7.1
fsspec 2023.6.0
future 0.18.3
greenlet 2.0.2
grpcio 1.42.0
hupper 1.12
idna 3.4
imagecodecs-lite 2019.12.3
imageio 2.6.1
importlib-metadata 6.8.0
locket 1.0.0
Markdown 3.4.4
MarkupSafe 2.1.3
networkx 3.1
numpy 1.19.5
oauthlib 3.2.2
olefile 0.46
opencv-python 4.8.0.74
packaging 23.1
pandas 1.4.4
partd 1.4.0
PasteDeploy 3.0.1
pbkdf2 1.3
Pillow 7.1.2
pip 23.2.1
plaster 1.1.2
plaster-pastedeploy 1.0.1
protobuf 4.23.3
pyramid 2.0.1
pyramid-mailer 0.15.1
python-dateutil 2.8.2
python3-openid 3.2.0
pytz 2023.3
PyWavelets 1.4.1
PyYAML 6.0
repoze.sendmail 4.4.1
requests 2.31.0
requests-oauthlib 1.3.1
scikit-image 0.19.3
scipy 1.8.1
setuptools 68.0.0
six 1.16.0
SQLAlchemy 2.0.19
tensorboard 1.15.0
tifffile 2019.7.26.2
toolz 0.12.0
torch 1.7.0
torchaudio 0.8.0a0+a751e1d
torchvision 0.9.0
transaction 3.1.0
translationstring 1.4
typing_extensions 4.7.1
urllib3 2.0.4
velruse 1.1.1
venusian 3.0.0
WebOb 1.8.7
Werkzeug 2.3.6
wheel 0.41.0
WTForms 3.0.1
wtforms-recaptcha 0.3.2
zipp 3.16.2
zope.deprecation 5.0
zope.interface 6.0
zope.sqlalchemy 3.0
conda文章来源：https://www.toymoban.com/news/detail-650458.html
(swav) [luanhaijing@gpu02 apex]$ conda list
# packages in environment at /data/luanhaijing/software/anaconda3/envs/swav:
#
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
_openmp_mutex 4.5 2_gnu http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
absl-py 1.4.0 pyhd8ed1ab_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
anykeystore 0.2 pypi_0 pypi
apex 0.1 pypi_0 pypi
blas 1.0 mkl http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
bzip2 1.0.8 h7f98852_4 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
c-ares 1.19.1 hd590300_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ca-certificates 2023.05.30 h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
certifi 2023.7.22 pypi_0 pypi
charset-normalizer 3.2.0 pypi_0 pypi
click 8.1.6 unix_pyh707e725_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cloudpickle 2.2.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cryptacular 1.6.2 pypi_0 pypi
cuda-nvcc 12.2.128 0 nvidia
cudatoolkit 11.1.1 hb139c0e_12 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
curl 8.1.1 h37d81fd_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
cytoolz 0.12.2 py38h01eb140_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
dask-core 2023.3.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
dataclasses 0.6 pypi_0 pypi
defusedxml 0.7.1 pypi_0 pypi
enum34 1.1.10 py38h32f6830_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
expat 2.4.9 h6a678d5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ffmpeg 4.3 hf484d3e_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
freetype 2.12.1 hca18f0e_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
fsspec 2023.6.0 pyh1a96a4e_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
future 0.18.3 pypi_0 pypi
gdbm 1.18 hd4cb3f1_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
gettext 0.21.0 hf68c758_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
git 2.40.1 pl5340h4fa2fa2_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
gmp 6.2.1 h58526e2_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gnutls 3.6.13 h85f3911_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
greenlet 2.0.2 pypi_0 pypi
grpcio 1.42.0 py38hce63b2e_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
hupper 1.12 pypi_0 pypi
icu 58.2 he6710b0_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
idna 3.4 pypi_0 pypi
imagecodecs-lite 2019.12.3 py38h71d37f0_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
imageio 2.6.1 py38_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
importlib-metadata 6.8.0 pyha770c72_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
importlib_metadata 6.8.0 hd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
intel-openmp 2022.1.0 h9e868ea_3769 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
jpeg 9b h024ee3a_2 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
krb5 1.20.1 h568e23c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
lame 3.100 h166bdaf_1003 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ld_impl_linux-64 2.40 h41732ed_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libabseil 20230125.3 cxx17_h59595ed_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libblas 3.9.0 16_linux64_mkl http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libcblas 3.9.0 16_linux64_mkl http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libcurl 8.1.1 h91b91d3_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libedit 3.1.20221030 h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libev 4.33 h7f8727e_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libffi 3.2.1 he1b5a44_1007 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgcc-ng 13.1.0 he5830b7_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgfortran-ng 13.1.0 h69a702a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgfortran5 13.1.0 h15d22d2_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgomp 13.1.0 he5830b7_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libiconv 1.17 h166bdaf_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
liblapack 3.9.0 16_linux64_mkl http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libnghttp2 1.52.0 ha637b67_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libpng 1.6.39 h753d276_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libprotobuf 4.23.3 hd1fb520_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libsqlite 3.42.0 h2797004_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libssh2 1.10.0 h37d81fd_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libstdcxx-ng 13.1.0 hfd8a6a1_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libtiff 4.2.0 h85742a9_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libuv 1.44.2 hd590300_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libwebp-base 1.3.1 hd590300_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libxml2 2.9.14 h74e7548_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
libzlib 1.2.13 hd590300_5 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
locket 1.0.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lz4-c 1.9.3 h9c3ff4c_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
markdown 3.4.4 pyhd8ed1ab_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
markupsafe 2.1.3 py38h01eb140_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
mkl 2022.1.0 hc2b9512_224 http://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
ncurses 6.4 hcb278e6_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nettle 3.6 he412f7d_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
networkx 3.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ninja 1.11.1 h924138e_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
numpy 1.19.5 py38h8246c76_3 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
oauthlib 3.2.2 pypi_0 pypi
olefile 0.46 pyh9f0ad1d_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
opencv-python 4.8.0.74 pypi_0 pypi
openh264 2.1.1 h780b84a_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
openssl 1.1.1v h7f8727e_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
packaging 23.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pandas 1.4.4 py38h47df419_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
partd 1.4.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pastedeploy 3.0.1 pypi_0 pypi
pathlib 1.0.1 py38h578d9bd_7 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pbkdf2 1.3 pypi_0 pypi
pcre2 10.42 hebb0a14_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
perl 5.34.0 h5eee18b_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pillow 8.1.2 pypi_0 pypi
pip 23.2.1 py38h06a4308_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
plaster 1.1.2 pypi_0 pypi
plaster-pastedeploy 1.0.1 pypi_0 pypi
protobuf 4.23.3 py38h830738e_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyramid 2.0.1 pypi_0 pypi
pyramid-mailer 0.15.1 pypi_0 pypi
python 3.8.0 h357f687_5 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python3-openid 3.2.0 pypi_0 pypi
python_abi 3.8 2_cp38 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pytz 2023.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pywavelets 1.4.1 py38h5eee18b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
pyyaml 6.0 py38h0a891b7_5 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
readline 8.2 h8228510_1 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
repoze-sendmail 4.4.1 pypi_0 pypi
requests 2.31.0 pypi_0 pypi
requests-oauthlib 1.3.1 pypi_0 pypi
scikit-image 0.19.3 py38h47df419_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
scipy 1.8.1 py38hea3f02b_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
setuptools 68.0.0 pyhd8ed1ab_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
six 1.16.0 pyh6c4a22f_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
sqlalchemy 2.0.19 pypi_0 pypi
sqlite 3.42.0 h2c6b66d_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tensorboard 1.15.0 py38_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tifffile 2019.7.26.2 py38_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tk 8.6.12 h27826a3_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
toolz 0.12.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
torch 1.7.0 pypi_0 pypi
torchaudio 0.8.0 py38 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
torchvision 0.9.0 py38_cu111 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch
transaction 3.1.0 pypi_0 pypi
translationstring 1.4 pypi_0 pypi
typing_extensions 4.7.1 pyha770c72_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
urllib3 2.0.4 pypi_0 pypi
velruse 1.1.1 pypi_0 pypi
venusian 3.0.0 pypi_0 pypi
webob 1.8.7 pypi_0 pypi
werkzeug 2.3.6 pyhd8ed1ab_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wheel 0.41.0 pyhd8ed1ab_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wtforms 3.0.1 pypi_0 pypi
wtforms-recaptcha 0.3.2 pypi_0 pypi
xz 5.2.6 h166bdaf_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
yaml 0.2.5 h7f98852_2 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
zipp 3.16.2 pyhd8ed1ab_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
zlib 1.2.13 hd590300_5 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
zope-deprecation 5.0 pypi_0 pypi
zope-interface 6.0 pypi_0 pypi
zope-sqlalchemy 3.0 pypi_0 pypi
zstd 1.4.9 ha95c52a_0 http://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
其他方法参考：Apex安装失败（笔记记录分享）文章来源地址https://www.toymoban.com/news/detail-650458.html
到了这里，关于如何实现apex的安装工作？的文章就介绍完了。如果您还想了解更多内容，请在右上角搜索TOY模板网以前的文章或继续浏览下面的相关文章，希望大家以后多多支持TOY模板网！
