-cpp_ext --cuda_ext
torch.version  =  1.4.0
setup.py:43: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn(“Option --pyprof not specified. Not installing PyProf dependencies!”)
Compiling cuda extensions with
nvcc: NVIDIA ® Cuda compiler driver
Copyright © 2005-2019 NVIDIA Corporation
Built on Fri_Feb__8_19:08:17_PST_2019
Cuda compilation tools, release 10.1, V10.1.105
from /usr/local/cuda/bin
running install
running bdist_egg
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’
writing manifest file ‘apex.egg-info/SOURCES.txt’
installing library code to build/bdist.linux-x86_64/egg
running install_lib
running build_py
creating build
creating build/lib.linux-x86_64-3.7
creating build/lib.linux-x86_64-3.7/apex
copying apex/init.py -> build/lib.linux-x86_64-3.7/apex
creating build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/multiproc.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/init.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/LARC.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/distributed.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/sync_batchnorm_kernel.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/optimized_sync_batchnorm_kernel.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/optimized_sync_batchnorm.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/sync_batchnorm.py -> build/lib.linux-x86_64-3.7/apex/parallel
creating build/lib.linux-x86_64-3.7/apex/contrib
copying apex/contrib/init.py -> build/lib.linux-x86_64-3.7/apex/contrib
creating build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_novograd.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/init.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_adam.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_lamb.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_sgd.py -> build/lib.linux-x86_64-3.7/apex/optimizers
creating build/lib.linux-x86_64-3.7/apex/amp
copying build/lib.linux-x86_64-3.7/apex/optimizers/fused_sgd.py -> build/bdist.linux-x86_64/egg/apex/optimizers
creating build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/scaler.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/compat.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/init.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/version.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/_process_optimizer.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/handle.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/amp.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/_amp_state.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/_initialize.py -> build/bdist.linux-x86_64/egg/apex/amp
creating build/bdist.linux-x86_64/egg/apex/amp/lists
copying build/lib.linux-x86_64-3.7/apex/amp/lists/tensor_overrides.py -> build/bdist.linux-x86_64/egg/apex/amp/lists
copying build/lib.linux-x86_64-3.7/apex/amp/lists/init.py -> build/bdist.linux-x86_64/egg/apex/amp/lists
copying build/lib.linux-x86_64-3.7/apex/amp/lists/torch_overrides.py -> build/bdist.linux-x86_64/egg/apex/amp/lists
copying build/lib.linux-x86_64-3.7/apex/amp/lists/functional_overrides.py -> build/bdist.linux-x86_64/egg/apex/amp/lists
copying build/lib.linux-x86_64-3.7/apex/amp/rnn_compat.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/opt.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/frontend.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/wrap.py -> build/bdist.linux-x86_64/egg/apex/amp
copying build/lib.linux-x86_64-3.7/apex/amp/utils.py -> build/bdist.linux-x86_64/egg/apex/amp
creating build/bdist.linux-x86_64/egg/apex/multi_tensor_apply
copying build/lib.linux-x86_64-3.7/apex/multi_tensor_apply/init.py -> build/bdist.linux-x86_64/egg/apex/multi_tensor_apply
copying build/lib.linux-x86_64-3.7/apex/multi_tensor_apply/multi_tensor_apply.py -> build/bdist.linux-x86_64/egg/apex/multi_tensor_apply
creating build/bdist.linux-x86_64/egg/apex/pyprof
copying build/lib.linux-x86_64-3.7/apex/pyprof/init.py -> build/bdist.linux-x86_64/egg/apex/pyprof
creating build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/utility.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/recurrentCell.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/normalization.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/data.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/main.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/init.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/pointwise.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/linear.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/base.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/usage.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/convert.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/randomSample.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/activation.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/output.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/optim.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/misc.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/reduction.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/pooling.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/embedding.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/index_slice_join_mutate.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/prof.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/blas.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/dropout.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/softmax.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/loss.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
copying build/lib.linux-x86_64-3.7/apex/pyprof/prof/conv.py -> build/bdist.linux-x86_64/egg/apex/pyprof/prof
creating build/bdist.linux-x86_64/egg/apex/pyprof/nvtx
copying build/lib.linux-x86_64-3.7/apex/pyprof/nvtx/init.py -> build/bdist.linux-x86_64/egg/apex/pyprof/nvtx
copying build/lib.linux-x86_64-3.7/apex/pyprof/nvtx/nvmarker.py -> build/bdist.linux-x86_64/egg/apex/pyprof/nvtx
creating build/bdist.linux-x86_64/egg/apex/pyprof/parse
copying build/lib.linux-x86_64-3.7/apex/pyprof/parse/db.py -> build/bdist.linux-x86_64/egg/apex/pyprof/parse
copying build/lib.linux-x86_64-3.7/apex/pyprof/parse/main.py -> build/bdist.linux-x86_64/egg/apex/pyprof/parse
copying build/lib.linux-x86_64-3.7/apex/pyprof/parse/init.py -> build/bdist.linux-x86_64/egg/apex/pyprof/parse
copying build/lib.linux-x86_64-3.7/apex/pyprof/parse/parse.py -> build/bdist.linux-x86_64/egg/apex/pyprof/parse
copying build/lib.linux-x86_64-3.7/apex/pyprof/parse/kernel.py -> build/bdist.linux-x86_64/egg/apex/pyprof/parse
copying build/lib.linux-x86_64-3.7/apex/pyprof/parse/nvvp.py -> build/bdist.linux-x86_64/egg/apex/pyprof/parse
creating build/bdist.linux-x86_64/egg/apex/RNN
copying build/lib.linux-x86_64-3.7/apex/RNN/init.py -> build/bdist.linux-x86_64/egg/apex/RNN
copying build/lib.linux-x86_64-3.7/apex/RNN/RNNBackend.py -> build/bdist.linux-x86_64/egg/apex/RNN
copying build/lib.linux-x86_64-3.7/apex/RNN/cells.py -> build/bdist.linux-x86_64/egg/apex/RNN
copying build/lib.linux-x86_64-3.7/apex/RNN/models.py -> build/bdist.linux-x86_64/egg/apex/RNN
creating build/bdist.linux-x86_64/egg/apex/normalization
copying build/lib.linux-x86_64-3.7/apex/normalization/init.py -> build/bdist.linux-x86_64/egg/apex/normalization
copying build/lib.linux-x86_64-3.7/apex/normalization/fused_layer_norm.py -> build/bdist.linux-x86_64/egg/apex/normalization
creating build/bdist.linux-x86_64/egg/apex/reparameterization
copying build/lib.linux-x86_64-3.7/apex/reparameterization/weight_norm.py -> build/bdist.linux-x86_64/egg/apex/reparameterization
copying build/lib.linux-x86_64-3.7/apex/reparameterization/init.py -> build/bdist.linux-x86_64/egg/apex/reparameterization
copying build/lib.linux-x86_64-3.7/apex/reparameterization/reparameterization.py -> build/bdist.linux-x86_64/egg/apex/reparameterization
creating build/bdist.linux-x86_64/egg/apex/fp16_utils
copying build/lib.linux-x86_64-3.7/apex/fp16_utils/init.py -> build/bdist.linux-x86_64/egg/apex/fp16_utils
copying build/lib.linux-x86_64-3.7/apex/fp16_utils/loss_scaler.py -> build/bdist.linux-x86_64/egg/apex/fp16_utils
copying build/lib.linux-x86_64-3.7/apex/fp16_utils/fp16util.py -> build/bdist.linux-x86_64/egg/apex/fp16_utils
copying build/lib.linux-x86_64-3.7/apex/fp16_utils/fp16_optimizer.py -> build/bdist.linux-x86_64/egg/apex/fp16_utils
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copying build/lib.linux-x86_64-3.7/syncbn.cpython-37m-x86_64-linux-gnu.so -> build/bdist.linux-x86_64/egg
byte-compiling build/bdist.linux-x86_64/egg/apex/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/parallel/multiproc.py to multiproc.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/parallel/optimized_sync_batchnorm_kernel.py to optimized_sync_batchnorm_kernel.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/parallel/optimized_sync_batchnorm.py to optimized_sync_batchnorm.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/parallel/sync_batchnorm.py to sync_batchnorm.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/init.py to init.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/optimizers/fused_adam.py to fused_adam.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/optimizers/fused_sgd.py to fused_sgd.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/optimizers/fp16_optimizer.py to fp16_optimizer.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/xentropy/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/xentropy/softmax_xentropy.py to softmax_xentropy.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/groupbn/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/contrib/groupbn/batch_norm.py to batch_norm.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/optimizers/fused_novograd.py to fused_novograd.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/optimizers/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/optimizers/fused_adam.py to fused_adam.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/optimizers/fused_lamb.py to fused_lamb.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/amp/_process_optimizer.py to _process_optimizer.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/handle.py to handle.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/amp.py to amp.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/_amp_state.py to _amp_state.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/amp/lists/functional_overrides.py to functional_overrides.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/rnn_compat.py to rnn_compat.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/opt.py to opt.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/frontend.py to frontend.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/amp/wrap.py to wrap.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/multi_tensor_apply/multi_tensor_apply.py to multi_tensor_apply.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/recurrentCell.py to recurrentCell.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/normalization.py to normalization.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/data.py to data.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/pointwise.py to pointwise.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/linear.py to linear.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/randomSample.py to randomSample.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/dropout.py to dropout.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/softmax.py to softmax.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/prof/loss.py to loss.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/nvtx/nvmarker.py to nvmarker.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/parse/db.py to db.cpython-37.pyc
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byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/parse/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/parse/parse.py to parse.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/parse/kernel.py to kernel.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/pyprof/parse/nvvp.py to nvvp.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/RNN/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/RNN/RNNBackend.py to RNNBackend.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/RNN/cells.py to cells.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/RNN/models.py to models.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/normalization/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/normalization/fused_layer_norm.py to fused_layer_norm.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/reparameterization/weight_norm.py to weight_norm.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/reparameterization/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/reparameterization/reparameterization.py to reparameterization.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/fp16_utils/init.py to init.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/fp16_utils/loss_scaler.py to loss_scaler.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/fp16_utils/fp16util.py to fp16util.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/apex/fp16_utils/fp16_optimizer.py to fp16_optimizer.cpython-37.pyc
creating stub loader for apex_C.cpython-37m-x86_64-linux-gnu.so
creating stub loader for amp_C.cpython-37m-x86_64-linux-gnu.so
creating stub loader for syncbn.cpython-37m-x86_64-linux-gnu.so
creating stub loader for fused_layer_norm_cuda.cpython-37m-x86_64-linux-gnu.so
byte-compiling build/bdist.linux-x86_64/egg/apex_C.py to apex_C.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/amp_C.py to amp_C.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/syncbn.py to syncbn.cpython-37.pyc
byte-compiling build/bdist.linux-x86_64/egg/fused_layer_norm_cuda.py to fused_layer_norm_cuda.cpython-37.pyc
creating build/bdist.linux-x86_64/egg/EGG-INFO
copying apex.egg-info/PKG-INFO -> build/bdist.linux-x86_64/egg/EGG-INFO
copying apex.egg-info/SOURCES.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying apex.egg-info/dependency_links.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
copying apex.egg-info/top_level.txt -> build/bdist.linux-x86_64/egg/EGG-INFO
writing build/bdist.linux-x86_64/egg/EGG-INFO/native_libs.txt
zip_safe flag not set; analyzing archive contents…
pycache.amp_C.cpython-37: module references file
pycache.apex_C.cpython-37: module references file
pycache.fused_layer_norm_cuda.cpython-37: module references file
pycache.syncbn.cpython-37: module references file
apex.pyprof.nvtx.pycache.nvmarker.cpython-37: module references file
apex.pyprof.nvtx.pycache.nvmarker.cpython-37: module references path
creating dist
creating ‘dist/apex-0.1-py3.7-linux-x86_64.egg’ and adding ‘build/bdist.linux-x86_64/egg’ to it
removing ‘build/bdist.linux-x86_64/egg’ (and everything under it)
Processing apex-0.1-py3.7-linux-x86_64.egg
creating /home/ahmed/anaconda3/lib/python3.7/site-packages/apex-0.1-py3.7-linux-x86_64.egg
Extracting apex-0.1-py3.7-linux-x86_64.egg to /home/ahmed/anaconda3/lib/python3.7/site-packages
Adding apex 0.1 to easy-install.pth file
Installed /home/ahmed/anaconda3/lib/python3.7/site-packages/apex-0.1-py3.7-linux-x86_64.egg
Processing dependencies for apex==0.1
Finished processing dependencies for apex==0.1

Does this mean its working ? Should i restart my model to check for speedups ? Thank you much sir for your patience. Really appreciated