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feat(components): Added converters to OnnxModel from Tensorflow and K…
…eras (#4550)
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components/_converters/OnnxModel/from_KerasModelHdf5/component.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| name: To ONNX from Keras HDF5 model | ||
| inputs: | ||
| - {name: Model, type: KerasModelHdf5} | ||
| outputs: | ||
| - {name: Model, type: OnnxModel} | ||
| metadata: | ||
| annotations: | ||
| author: Alexey Volkov <alexey.volkov@ark-kun.com> | ||
| implementation: | ||
| container: | ||
| image: tensorflow/tensorflow:2.3.0 | ||
| command: | ||
| - sh | ||
| - -exc | ||
| - python3 -m pip install tf2onnx==1.6.3 && "$0" "$@" | ||
| - python3 | ||
| - -m | ||
| - tf2onnx.convert | ||
| - --keras | ||
| - {inputPath: Model} | ||
| - --output | ||
| - {outputPath: Model} | ||
| - --fold_const | ||
| - --verbose |
24 changes: 24 additions & 0 deletions
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components/_converters/OnnxModel/from_TensorflowSavedModel/component.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| name: To ONNX from Tensorflow SavedModel | ||
| inputs: | ||
| - {name: Model, type: TensorflowSavedModel} | ||
| outputs: | ||
| - {name: Model, type: OnnxModel} | ||
| metadata: | ||
| annotations: | ||
| author: Alexey Volkov <alexey.volkov@ark-kun.com> | ||
| implementation: | ||
| container: | ||
| image: tensorflow/tensorflow:2.3.0 | ||
| command: | ||
| - sh | ||
| - -exc | ||
| - python3 -m pip install tf2onnx==1.6.3 && "$0" "$@" | ||
| - python3 | ||
| - -m | ||
| - tf2onnx.convert | ||
| - --saved-model | ||
| - {inputPath: Model} | ||
| - --output | ||
| - {outputPath: Model} | ||
| - --fold_const | ||
| - --verbose |