25 lines
1.5 KiB
JavaScript
25 lines
1.5 KiB
JavaScript
"use strict";
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Object.defineProperty(exports, "__esModule", { value: true });
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exports.loadSeparableConvParamsFactory = exports.extractSeparableConvParamsFactory = void 0;
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const tf = require("@tensorflow/tfjs-core");
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const types_1 = require("./types");
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function extractSeparableConvParamsFactory(extractWeights, paramMappings) {
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return function (channelsIn, channelsOut, mappedPrefix) {
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const depthwise_filter = tf.tensor4d(extractWeights(3 * 3 * channelsIn), [3, 3, channelsIn, 1]);
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const pointwise_filter = tf.tensor4d(extractWeights(channelsIn * channelsOut), [1, 1, channelsIn, channelsOut]);
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const bias = tf.tensor1d(extractWeights(channelsOut));
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paramMappings.push({ paramPath: `${mappedPrefix}/depthwise_filter` }, { paramPath: `${mappedPrefix}/pointwise_filter` }, { paramPath: `${mappedPrefix}/bias` });
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return new types_1.SeparableConvParams(depthwise_filter, pointwise_filter, bias);
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};
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}
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exports.extractSeparableConvParamsFactory = extractSeparableConvParamsFactory;
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function loadSeparableConvParamsFactory(extractWeightEntry) {
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return function (prefix) {
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const depthwise_filter = extractWeightEntry(`${prefix}/depthwise_filter`, 4);
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const pointwise_filter = extractWeightEntry(`${prefix}/pointwise_filter`, 4);
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const bias = extractWeightEntry(`${prefix}/bias`, 1);
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return new types_1.SeparableConvParams(depthwise_filter, pointwise_filter, bias);
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};
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}
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exports.loadSeparableConvParamsFactory = loadSeparableConvParamsFactory;
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//# sourceMappingURL=extractSeparableConvParamsFactory.js.map
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