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feat(components): Added converter components for TensorflowJS LayersM…
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components/_converters/TensorflowJSLayersModel/from_KerasModelHdf5/component.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| name: Convert Keras HDF5 model to Tensorflow JS LayersModel | ||
| inputs: | ||
| - {name: Model, type: KerasModelHdf5} | ||
| outputs: | ||
| - {name: Model, type: TensorflowJSLayersModel} | ||
| metadata: | ||
| annotations: | ||
| author: Alexey Volkov <alexey.volkov@ark-kun.com> | ||
| implementation: | ||
| container: | ||
| image: tensorflow/tensorflow:2.3.0 | ||
| command: | ||
| - sh | ||
| - -exc | ||
| - | | ||
| # Manually installing prerequisites so that tensorflowjs does not re-install tensorflow-cpu on top of tensorflow. See https://github.com/tensorflow/tfjs/issues/3953 | ||
| python3 -m pip install --quiet 'h5py>=2.8.0' 'numpy>=1.16.4,<1.19.0' 'six>=1.12.0' 'tensorflow-hub==0.7.0' 'PyInquirer==1.0.3' | ||
| python3 -m pip install --quiet tensorflowjs==2.4.0 --no-dependencies | ||
| "$0" "$*" | ||
| - tensorflowjs_converter | ||
| - --input_format=keras | ||
| - --output_format=tfjs_layers_model | ||
| - inputPath: Model | ||
| - outputPath: Model |
24 changes: 24 additions & 0 deletions
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components/_converters/TensorflowJSLayersModel/from_TensorflowSavedModel/component.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| name: Convert Keras SavedModel to Tensorflow JS LayersModel | ||
| inputs: | ||
| - {name: Model, type: TensorflowSavedModel} | ||
| outputs: | ||
| - {name: Model, type: TensorflowJSLayersModel} | ||
| metadata: | ||
| annotations: | ||
| author: Alexey Volkov <alexey.volkov@ark-kun.com> | ||
| implementation: | ||
| container: | ||
| image: tensorflow/tensorflow:2.3.0 | ||
| command: | ||
| - sh | ||
| - -exc | ||
| - | | ||
| # Manually installing prerequisites so that tensorflowjs does not re-install tensorflow-cpu on top of tensorflow. See https://github.com/tensorflow/tfjs/issues/3953 | ||
| python3 -m pip install --quiet 'h5py>=2.8.0' 'numpy>=1.16.4,<1.19.0' 'six>=1.12.0' 'tensorflow-hub==0.7.0' 'PyInquirer==1.0.3' | ||
| python3 -m pip install --quiet tensorflowjs==2.4.0 --no-dependencies | ||
| "$0" "$*" | ||
| - tensorflowjs_converter | ||
| - --input_format=keras_saved_model | ||
| - --output_format=tfjs_layers_model | ||
| - inputPath: Model | ||
| - outputPath: Model |