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react-native-executorch-selfie-segmentation

ExecuTorch
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msluszniak commited on
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Add backend config (ExecuTorch 1.4.1)

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  1. coreml/config.json +140 -0
coreml/config.json ADDED
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+ {
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+ "$schema": "https://huggingface.co/software-mansion/react-native-executorch-spec/resolve/main/config.schema.json",
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+ "model": "selfie_segmentation",
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+ "family": "selfie",
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+ "capabilities": [
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+ "semantic-segmentation"
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+ ],
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+ "backend": "coreml",
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+ "license": "apache-2.0",
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+ "variants": [
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+ {
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+ "file": "selfie_segmentation_coreml_fp16.pte",
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+ "precision": "fp16",
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+ "quantized": false,
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+ "default": true,
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+ "methods": {
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+ "forward": {
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+ "inputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 3,
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+ 256,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ],
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+ "outputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 1,
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+ 256,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ]
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+ }
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+ }
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+ },
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+ {
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+ "file": "selfie_segmentation_landscape_coreml_fp16.pte",
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+ "precision": "fp16",
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+ "quantized": false,
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+ "default": false,
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+ "methods": {
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+ "forward": {
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+ "inputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 3,
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+ 144,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ],
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+ "outputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 1,
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+ 144,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ]
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+ }
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+ }
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+ },
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+ {
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+ "file": "selfie_segmentation_coreml_fp32.pte",
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+ "precision": "fp32",
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+ "quantized": false,
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+ "default": false,
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+ "methods": {
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+ "forward": {
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+ "inputs": [
83
+ {
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+ "shape": [
85
+ 1,
86
+ 3,
87
+ 256,
88
+ 256
89
+ ],
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+ "dtype": "float32"
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+ }
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+ ],
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+ "outputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 1,
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+ 256,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ]
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+ }
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+ }
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+ },
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+ {
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+ "file": "selfie_segmentation_landscape_coreml_fp32.pte",
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+ "precision": "fp32",
110
+ "quantized": false,
111
+ "default": false,
112
+ "methods": {
113
+ "forward": {
114
+ "inputs": [
115
+ {
116
+ "shape": [
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+ 1,
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+ 3,
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+ 144,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ],
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+ "outputs": [
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+ {
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+ "shape": [
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+ 1,
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+ 1,
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+ 144,
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+ 256
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+ ],
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+ "dtype": "float32"
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+ }
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+ ]
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+ }
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+ }
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+ }
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+ ]
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+ }