27 lines
826 B
TypeScript
27 lines
826 B
TypeScript
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import * as tf from '@tensorflow/tfjs-core';
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import { disposeUnusedWeightTensors, ParamMapping } from '../common';
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import { loadParamsFactory } from './loadParamsFactory';
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import { FaceFeatureExtractorParams } from './types';
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export function extractParamsFromWeigthMap(
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weightMap: tf.NamedTensorMap
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): { params: FaceFeatureExtractorParams, paramMappings: ParamMapping[] } {
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const paramMappings: ParamMapping[] = []
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const {
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extractDenseBlock4Params
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} = loadParamsFactory(weightMap, paramMappings)
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const params = {
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dense0: extractDenseBlock4Params('dense0', true),
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dense1: extractDenseBlock4Params('dense1'),
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dense2: extractDenseBlock4Params('dense2'),
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dense3: extractDenseBlock4Params('dense3')
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}
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disposeUnusedWeightTensors(weightMap, paramMappings)
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return { params, paramMappings }
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}
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