20 lines
No EOL
1.2 KiB
JavaScript
20 lines
No EOL
1.2 KiB
JavaScript
import * as tf from '@tensorflow/tfjs-core';
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import { SeparableConvParams } from './types';
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export function extractSeparableConvParamsFactory(extractWeights, paramMappings) {
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return function (channelsIn, channelsOut, mappedPrefix) {
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var depthwise_filter = tf.tensor4d(extractWeights(3 * 3 * channelsIn), [3, 3, channelsIn, 1]);
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var pointwise_filter = tf.tensor4d(extractWeights(channelsIn * channelsOut), [1, 1, channelsIn, channelsOut]);
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var bias = tf.tensor1d(extractWeights(channelsOut));
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paramMappings.push({ paramPath: mappedPrefix + "/depthwise_filter" }, { paramPath: mappedPrefix + "/pointwise_filter" }, { paramPath: mappedPrefix + "/bias" });
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return new SeparableConvParams(depthwise_filter, pointwise_filter, bias);
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};
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}
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export function loadSeparableConvParamsFactory(extractWeightEntry) {
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return function (prefix) {
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var depthwise_filter = extractWeightEntry(prefix + "/depthwise_filter", 4);
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var pointwise_filter = extractWeightEntry(prefix + "/pointwise_filter", 4);
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var bias = extractWeightEntry(prefix + "/bias", 1);
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return new SeparableConvParams(depthwise_filter, pointwise_filter, bias);
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};
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}
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//# sourceMappingURL=extractSeparableConvParamsFactory.js.map
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