Core MLのアップデ`トを3蔚Sしむ圭隈 #wwdctokyo
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Core ML 3 was announced at WWDC with new features for the Core ML API. The Core ML framework allows importing machine learning models in the .mlmodel format, including updates to supported model types and operations defined in protobuf files. Core ML Tools was also updated with over 3500 new models and operations supported for conversion between Core ML and other frameworks like TensorFlow and PyTorch.
Core MLのアップデ`トを3蔚Sしむ圭隈 #wwdctokyo
- 2. Core ML
- 3. WWDC
- 5. WWDC API
- 6. Core ML 3 100 ? WWDC
- 7. Core ML
- 8. Core ML API
- 10. ? CoreML.framework mlmodel iOS
- 11. ? CoreML.framework mlmodel iOS Core ML
- 13. ? ? ?
- 15. coremltools
- 16. : mlmodel/format
- 17. ? Core ML .mlmodel Protocol Buffers ? coremltools ? ★ mlmodel/format .proto
- 18. NeuralNetwork.proto ConvolutionLayerParams convolution = 100; PoolingLayerParams pooling = 120; ActivationParams activation = 130; InnerProductLayerParams innerProduct = 140; EmbeddingLayerParams embedding = 150; ... ★
- 19. Model.proto ? Core ML proto ? message Model { int32 specificationVersion = 1; ModelDescription description = 2; bool isUpdatable = 10; oneof Type { // pipeline starts at 200 PipelineClassifier pipelineClassifier = 200; PipelineRegressor pipelineRegressor = 201; Pipeline pipeline = 202; // regressors start at 300 GLMRegressor glmRegressor = 300; ...
- 20. examples ? ?
- 23. ? ? API
- 24. Create ML Turi Create ? Create ML ? TensorFlow PyTorch ?
- 26. note
- 27. ? Core ML WWDC Core ML API ? coremltools ? Core ML .mlmodel ?
- 29. Core ML Tools ? 3500 1500 + ?
- 30. WWDC2020 ? 500 ?