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Unfuse activation in facenet_nchw.js #248

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Jun 11, 2024
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Unfuse activation in facenet_nchw.js #248

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7 changes: 3 additions & 4 deletions face_recognition/facenet_nchw.js
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Original file line number Diff line number Diff line change
Expand Up @@ -41,9 +41,7 @@ export class FaceNetNchw {
bias: bias,
};
}
if (relu) {
options.activation = this.builder_.relu();
}

// WebNN spec drops autoPad support, compute the explicit padding instead.
if (options.autoPad == 'same-upper') {
options.padding =
Expand All @@ -52,7 +50,8 @@ export class FaceNetNchw {
/* oihw */[weights.shape()[2], weights.shape()[3]],
options.strides, options.dilations, options.autoPad);
}
return this.builder_.conv2d(input, weights, options);
const conv2d = this.builder_.conv2d(input, weights, options);
return relu ? this.builder_.relu(conv2d) : conv2d;
}

async buildBlock35_(input, indice, weightsSuffixes) {
Expand Down