Pete Warden petewarden
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
/ 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
/ 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
/ 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
/ search.sh
Created
July 24, 2017 19:45
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| grep 'REGISTER.*"Mul"' tensorflow/core/kernels/*.cc |
petewarden
/ build.sh
Created
July 24, 2017 19:46
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| bazel build tensorflow/tools/graph_transforms:summarize_graph \ | |
| && bazel-bin/tensorflow/tools/graph_transforms/summarize_graph \ | |
| --in_graph=/tmp/tensorflow_inception_graph.pb |
petewarden
/ transform.sh
Created
July 24, 2017 19:47
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| bazel build tensorflow/tools/graph_transforms:transform_graph \ | |
| && blaze-bin/tensorflow/tools/graph_transforms/transform_graph \ | |
| --in_graph=/tmp/tensorflow_inception_optimized.pb \ | |
| --out_graph=/tmp/tensorflow_inception_quantized.pb \ | |
| --inputs='Mul:0' \ | |
| --outputs='softmax:0' \ | |
| --transforms='quantize_weights' |
petewarden
/ benchmark.sh
Created
July 24, 2017 19:47
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| bazel build -c opt tensorflow/tools/benchmark:benchmark_model \ | |
| && bazel-bin/tensorflow/tools/benchmark/benchmark_model \ | |
| --graph=/tmp/inception_graph.pb --input_layer="Mul:0" \ | |
| --input_layer_shape="1,299,299,3" --input_layer_type="float" \ | |
| --output_layer="softmax:0" \ | |
| --show_run_order=false --show_time=false \ | |
| --show_memory=false --show_summary=true --show_flops=true \ | |
| --logtostderr |
petewarden
/ benchmark.sh
Created
July 24, 2017 19:48
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| bazel build -c opt tensorflow/tools/benchmark:benchmark_model \ | |
| && bazel-bin/tensorflow/tools/benchmark/benchmark_model \ | |
| --graph=/tmp/tensorflow_inception_graph.pb \ | |
| --input_layer="Mul" --input_layer_shape="1,299,299,3" \ | |
| --input_layer_type="float" --output_layer="softmax:0" \ | |
| --show_run_order=false --show_time=false \ | |
| --show_memory=false --show_summary=true \ | |
| --show_flops=true --logtostderr |
petewarden
/ benchmark.sh
Created
July 24, 2017 19:48
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| bazel build -c opt --config=android_arm64 \ | |
| tensorflow/tools/benchmark:benchmark_model | |
| adb push bazel-bin/tensorflow/tools/benchmark/benchmark_model \ | |
| /data/local/tmp | |
| adb push /tmp/tensorflow_inception_graph.pb /data/local/tmp/ | |
| adb shell '/data/local/tmp/benchmark_model \ | |
| --graph=/data/local/tmp/tensorflow_inception_graph.pb \ | |
| --input_layer="Mul" --input_layer_shape="1,299,299,3" \ | |
| --input_layer_type="float" --output_layer="softmax:0" \ | |
| --show_run_order=false --show_time=false |