51 lines
2.8 KiB
JavaScript
51 lines
2.8 KiB
JavaScript
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import { disposeUnusedWeightTensors, extractWeightEntryFactory, loadSeparableConvParamsFactory, } from '../common';
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import { loadConvParamsFactory } from '../common/loadConvParamsFactory';
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import { range } from '../utils';
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function loadParamsFactory(weightMap, paramMappings) {
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const extractWeightEntry = extractWeightEntryFactory(weightMap, paramMappings);
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const extractConvParams = loadConvParamsFactory(extractWeightEntry);
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const extractSeparableConvParams = loadSeparableConvParamsFactory(extractWeightEntry);
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function extractReductionBlockParams(mappedPrefix) {
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const separable_conv0 = extractSeparableConvParams(`${mappedPrefix}/separable_conv0`);
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const separable_conv1 = extractSeparableConvParams(`${mappedPrefix}/separable_conv1`);
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const expansion_conv = extractConvParams(`${mappedPrefix}/expansion_conv`);
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return { separable_conv0, separable_conv1, expansion_conv };
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}
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function extractMainBlockParams(mappedPrefix) {
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const separable_conv0 = extractSeparableConvParams(`${mappedPrefix}/separable_conv0`);
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const separable_conv1 = extractSeparableConvParams(`${mappedPrefix}/separable_conv1`);
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const separable_conv2 = extractSeparableConvParams(`${mappedPrefix}/separable_conv2`);
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return { separable_conv0, separable_conv1, separable_conv2 };
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}
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return {
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extractConvParams,
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extractSeparableConvParams,
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extractReductionBlockParams,
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extractMainBlockParams
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};
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}
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export function extractParamsFromWeigthMap(weightMap, numMainBlocks) {
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const paramMappings = [];
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const { extractConvParams, extractSeparableConvParams, extractReductionBlockParams, extractMainBlockParams } = loadParamsFactory(weightMap, paramMappings);
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const entry_flow_conv_in = extractConvParams('entry_flow/conv_in');
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const entry_flow_reduction_block_0 = extractReductionBlockParams('entry_flow/reduction_block_0');
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const entry_flow_reduction_block_1 = extractReductionBlockParams('entry_flow/reduction_block_1');
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const entry_flow = {
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conv_in: entry_flow_conv_in,
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reduction_block_0: entry_flow_reduction_block_0,
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reduction_block_1: entry_flow_reduction_block_1
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};
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const middle_flow = {};
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range(numMainBlocks, 0, 1).forEach((idx) => {
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middle_flow[`main_block_${idx}`] = extractMainBlockParams(`middle_flow/main_block_${idx}`);
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});
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const exit_flow_reduction_block = extractReductionBlockParams('exit_flow/reduction_block');
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const exit_flow_separable_conv = extractSeparableConvParams('exit_flow/separable_conv');
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const exit_flow = {
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reduction_block: exit_flow_reduction_block,
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separable_conv: exit_flow_separable_conv
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};
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disposeUnusedWeightTensors(weightMap, paramMappings);
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return { params: { entry_flow, middle_flow, exit_flow }, paramMappings };
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}
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//# sourceMappingURL=extractParamsFromWeigthMap.js.map
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