Pete Warden petewarden
petewarden
/ search.sh
Created
July 24, 2017 19:45
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| grep 'REGISTER.*"Mul"' tensorflow/core/kernels/*.cc |
petewarden
/ transform.sh
Created
July 24, 2017 19:44
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| bazel run tensorflow/tools/graph_transforms:transform_graph -- \ | |
| --in_graph=tensorflow_inception_graph.pb \ | |
| --out_graph=optimized_inception_graph.pb --inputs='Mul' \ | |
| --outputs='softmax' --transforms='strip_unused_nodes(type=float, shape="1,299,299,3") fold_constants(ignore_errors=true) fold_batch_norms fold_old_batch_norms' |
petewarden
/ transform.sh
Created
July 24, 2017 19:43
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| bazel run tensorflow/tools/graph_transforms:summarize_graph -- \ | |
| --in_graph=tensorflow_inception_graph.pb |
petewarden
/ freeze.sh
Created
July 24, 2017 19:42
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| bazel build tensorflow/python/tools:freeze_graph | |
| bazel-bin/tensorflow/python/tools/freeze_graph \ | |
| --input_graph=/tmp/model/my_graph.pb \ | |
| --input_checkpoint=/tmp/model/model.ckpt-1000 \ | |
| --output_graph=/tmp/frozen_graph.pb \ | |
| --input_node_names=input_node \ | |
| --output_node_names=output_node |
petewarden
/ build.sh
Created
July 24, 2017 19:03
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| tensorflow/contrib/makefile/download_dependencies.sh | |
| tensorflow/contrib/makefile/rename_protobuf.sh |
petewarden
/ build.sh
Created
July 24, 2017 19:02
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| curl https://storage.googleapis.com/download.tensorflow.org/models/inception_dec_2015_stripped.zip \ | |
| -o /tmp/inception_dec_2015_stripped.zip | |
| unzip /tmp/inception_dec_2015_stripped.zip \ | |
| -d tensorflow/contrib/pi_examples/label_image/data/ |
petewarden
/ build.sh
Created
July 24, 2017 19:00
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| make -f tensorflow/contrib/makefile/Makefile HOST_OS=PI \ | |
| TARGET=PI OPTFLAGS="-Os -mfpu=neon-vfpv4 \ | |
| -funsafe-math-optimizations -ftree-vectorize" CXX=g++-4.8 |
petewarden
/ build.sh
Created
July 24, 2017 18:58
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| make -f tensorflow/contrib/makefile/Makefile HOST_OS=PI \ | |
| TARGET=PI OPTFLAGS="-Os" CXX=g++-4.8 |
petewarden
/ build.sh
Created
July 24, 2017 18:57
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| tensorflow/contrib/makefile/download_dependencies.sh | |
| sudo apt-get install -y \ | |
| autoconf automake libtool gcc-4.8 g++-4.8 | |
| cd tensorflow/contrib/makefile/downloads/protobuf/ | |
| ./autogen.sh | |
| ./configure | |
| make | |
| sudo make install | |
| sudo ldconfig # refresh shared library cache | |
| cd ../../../../.. |
petewarden
/ download.sh
Created
July 24, 2017 18:56
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| mkdir -p ~/graphs | |
| curl -o ~/graphs/inception5h.zip \ | |
| https://storage.googleapis.com/download.tensorflow.org/ \ | |
| models/inception5h.zip | |
| unzip ~/graphs/inception5h.zip -d ~/graphs/inception5h | |
| cp ~/graphs/inception5h/* \ | |
| tensorflow/examples/ios/benchmark/data/ | |
| cp ~/graphs/inception5h/* \ | |
| tensorflow/examples/ios/camera/data/ | |
| cp ~/graphs/inception5h/* \ |