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@tensorflow/tfjs-converter

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Tensorflow model converter for javascript

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/** * @license * Copyright 2018 Google LLC. All Rights Reserved. * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * ============================================================================= */ import { env } from '@tensorflow/tfjs-core'; import * as tensorflow from '../data/compiled_api'; import { getRegisteredOp } from './custom_op/register'; import { getNodeNameAndIndex } from './executors/utils'; import * as arithmetic from './op_list/arithmetic'; import * as basicMath from './op_list/basic_math'; import * as control from './op_list/control'; import * as convolution from './op_list/convolution'; import * as creation from './op_list/creation'; import * as dynamic from './op_list/dynamic'; import * as evaluation from './op_list/evaluation'; import * as graph from './op_list/graph'; import * as hashTable from './op_list/hash_table'; import * as image from './op_list/image'; import * as logical from './op_list/logical'; import * as matrices from './op_list/matrices'; import * as normalization from './op_list/normalization'; import * as reduction from './op_list/reduction'; import * as sliceJoin from './op_list/slice_join'; import * as sparse from './op_list/sparse'; import * as spectral from './op_list/spectral'; import * as string from './op_list/string'; import * as transformation from './op_list/transformation'; export class OperationMapper { // Singleton instance for the mapper static get Instance() { return this._instance || (this._instance = new this()); } // Loads the op mapping from the JSON file. constructor() { const ops = [ arithmetic, basicMath, control, convolution, creation, dynamic, evaluation, graph, hashTable, image, logical, matrices, normalization, reduction, sliceJoin, sparse, spectral, string, transformation ]; const mappersJson = [].concat(...ops.map(op => op.json)); this.opMappers = mappersJson.reduce((map, mapper) => { map[mapper.tfOpName] = mapper; return map; }, {}); } // Converts the model inference graph from Tensorflow GraphDef to local // representation for TensorFlow.js API transformGraph(graph, signature = {}) { const tfNodes = graph.node; const placeholders = []; const weights = []; const initNodes = []; const nodes = tfNodes.reduce((map, node) => { map[node.name] = this.mapNode(node); if (node.op.startsWith('Placeholder')) { placeholders.push(map[node.name]); } else if (node.op === 'Const') { weights.push(map[node.name]); } else if (node.input == null || node.input.length === 0) { initNodes.push(map[node.name]); } return map; }, {}); let inputs = []; const outputs = []; let inputNodeNameToKey = {}; let outputNodeNameToKey = {}; if (signature != null) { inputNodeNameToKey = this.mapSignatureEntries(signature.inputs); outputNodeNameToKey = this.mapSignatureEntries(signature.outputs); } const allNodes = Object.keys(nodes); allNodes.forEach(key => { const node = nodes[key]; node.inputNames.forEach((name, index) => { const [nodeName, , outputName] = getNodeNameAndIndex(name); const inputNode = nodes[nodeName]; if (inputNode.outputs != null) { const outputIndex = inputNode.outputs.indexOf(outputName); if (outputIndex !== -1) { const inputName = `${nodeName}:${outputIndex}`; // update the input name to use the mapped output index directly. node.inputNames[index] = inputName; } } node.inputs.push(inputNode); inputNode.children.push(node); }); }); // if signature has not outputs set, add any node that does not have // outputs. if (Object.keys(outputNodeNameToKey).length === 0) { allNodes.forEach(key => { const node = nodes[key]; if (node.children.length === 0) { outputs.push(node); } }); } else { Object.keys(outputNodeNameToKey).forEach(name => { const [nodeName,] = getNodeNameAndIndex(name); const node = nodes[nodeName]; if (node != null) { node.signatureKey = outputNodeNameToKey[name]; outputs.push(node); } }); } if (Object.keys(inputNodeNameToKey).length > 0) { Object.keys(inputNodeNameToKey).forEach(name => { const [nodeName,] = getNodeNameAndIndex(name); const node = nodes[nodeName]; if (node) { node.signatureKey = inputNodeNameToKey[name]; inputs.push(node); } }); } else { inputs = placeholders; } let functions = {}; if (graph.library != null && graph.library.function != null) { functions = graph.library.function.reduce((functions, func) => { functions[func.signature.name] = this.mapFunction(func); return functions; }, {}); } const result = { nodes, inputs, outputs, weights, placeholders, signature, functions }; if (initNodes.length > 0) { result.initNodes = initNodes; } return result; } mapSignatureEntries(entries) { return Object.keys(entries || {}) .reduce((prev, curr) => { prev[entries[curr].name] = curr; return prev; }, {}); } mapNode(node) { // Unsupported ops will cause an error at run-time (not parse time), since // they may not be used by the actual execution subgraph. const mapper = getRegisteredOp(node.op) || this.opMappers[node.op] || {}; if (node.attr == null) { node.attr = {}; } const newNode = { name: node.name, op: node.op, category: mapper.category, inputNames: (node.input || []).map(input => input.startsWith('^') ? input.slice(1) : input), inputs: [], children: [], inputParams: {}, attrParams: {}, rawAttrs: node.attr, outputs: mapper.outputs }; if (mapper.inputs != null) { newNode.inputParams = mapper.inputs.reduce((map, param) => { map[param.name] = { type: param.type, inputIndexStart: param.start, inputIndexEnd: param.end }; return map; }, {}); } if (mapper.attrs != null) { newNode.attrParams = mapper.attrs.reduce((map, param) => { const type = param.type; let value = undefined; switch (param.type) { case 'string': value = getStringParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getStringParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'string[]': value = getStringArrayParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getStringArrayParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'number': value = getNumberParam(node.attr, param.tfName, (param.defaultValue || 0)); if (value === undefined && !!param.tfDeprecatedName) { value = getNumberParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'number[]': value = getNumericArrayParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getNumericArrayParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'bool': value = getBoolParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getBoolParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'bool[]': value = getBoolArrayParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getBoolArrayParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'shape': value = getTensorShapeParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getTensorShapeParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'shape[]': value = getTensorShapeArrayParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getTensorShapeArrayParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'dtype': value = getDtypeParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getDtypeParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'dtype[]': value = getDtypeArrayParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getDtypeArrayParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'func': value = getFuncParam(node.attr, param.tfName, param.defaultValue); if (value === undefined && !!param.tfDeprecatedName) { value = getFuncParam(node.attr, param.tfDeprecatedName, param.defaultValue); } break; case 'tensor': case 'tensors': break; default: throw new Error(`Unsupported param type: ${param.type} for op: ${node.op}`); } map[param.name] = { value, type }; return map; }, {}); } return newNode; } // map the TFunctionDef to TFJS graph object mapFunction(functionDef) { const tfNodes = functionDef.nodeDef; const placeholders = []; const weights = []; let nodes = {}; if (tfNodes != null) { nodes = tfNodes.reduce((map, node) => { map[node.name] = this.mapNode(node); if (node.op === 'Const') { weights.push(map[node.name]); } return map; }, {}); } const inputs = []; const outputs = []; functionDef.signature.inputArg.forEach(arg => { const [nodeName,] = getNodeNameAndIndex(arg.name); const node = { name: nodeName, op: 'Placeholder', inputs: [], inputNames: [], category: 'graph', inputParams: {}, attrParams: { dtype: { value: parseDtypeParam(arg.type), type: 'dtype' } }, children: [] }; node.signatureKey = arg.name; inputs.push(node); nodes[nodeName] = node; }); const allNodes = Object.keys(nodes); allNodes.forEach(key => { const node = nodes[key]; node.inputNames.forEach((name, index) => { const [nodeName, , outputName] = getNodeNameAndIndex(name); const inputNode = nodes[nodeName]; if (inputNode.outputs != null) { const outputIndex = inputNode.outputs.indexOf(outputName); if (outputIndex !== -1) { const inputName = `${nodeName}:${outputIndex}`; // update the input name to use the mapped output index directly. node.inputNames[index] = inputName; } } node.inputs.push(inputNode); inputNode.children.push(node); }); }); const returnNodeMap = functionDef.ret; functionDef.signature.outputArg.forEach(output => { const [nodeName, index] = getNodeNameAndIndex(returnNodeMap[output.name]); const node = nodes[nodeName]; if (node != null) { node.defaultOutput = index; outputs.push(node); } }); const signature = this.mapArgsToSignature(functionDef); return { nodes, inputs, outputs, weights, placeholders, signature }; } mapArgsToSignature(functionDef) { return { methodName: functionDef.signature.name, inputs: functionDef.signature.inputArg.reduce((map, arg) => { map[arg.name] = this.mapArgToTensorInfo(arg); return map; }, {}), outputs: functionDef.signature.outputArg.reduce((map, arg) => { map[arg.name] = this.mapArgToTensorInfo(arg, functionDef.ret); return map; }, {}), }; } mapArgToTensorInfo(arg, nameMap) { let name = arg.name; if (nameMap != null) { name = nameMap[name]; } return { name, dtype: arg.type }; } } export function decodeBase64(text) { const global = env().global; if (typeof global.atob !== 'undefined') { return global.atob(text); } else if (typeof Buffer !== 'undefined') { return new Buffer(text, 'base64').toString(); } else { throw new Error('Unable to decode base64 in this environment. ' + 'Missing built-in atob() or Buffer()'); } } export function parseStringParam(s, keepCase) { const value = Array.isArray(s) ? String.fromCharCode.apply(null, s) : decodeBase64(s); return keepCase ? value : value.toLowerCase(); } export function getStringParam(attrs, name, def, keepCase = false) { const param = attrs[name]; if (param != null) { return parseStringParam(param.s, keepCase); } return def; } export function getBoolParam(attrs, name, def) { const param = attrs[name]; return param ? param.b : def; } export function getNumberParam(attrs, name, def) { const param = attrs[name] || {}; const value = param['i'] != null ? param['i'] : (param['f'] != null ? param['f'] : def); return (typeof value === 'number') ? value : parseInt(value, 10); } export function parseDtypeParam(value) { if (typeof (value) === 'string') { // tslint:disable-next-line:no-any value = tensorflow.DataType[value]; } switch (value) { case tensorflow.DataType.DT_FLOAT: case tensorflow.DataType.DT_HALF: return 'float32'; case tensorflow.DataType.DT_INT32: case tensorflow.DataType.DT_INT64: case tensorflow.DataType.DT_INT8: case tensorflow.DataType.DT_UINT8: return 'int32'; case tensorflow.DataType.DT_BOOL: return 'bool'; case tensorflow.DataType.DT_DOUBLE: return 'float32'; case tensorflow.DataType.DT_STRING: return 'string'; case tensorflow.DataType.DT_COMPLEX64: case tensorflow.DataType.DT_COMPLEX128: return 'complex64'; default: // Unknown dtype error will happen at runtime (instead of parse time), // since these nodes might not be used by the actual subgraph execution. return null; } } export function getFuncParam(attrs, name, def) { const param = attrs[name]; if (param && param.func) { return param.func.name; } return def; } export function getDtypeParam(attrs, name, def) { const param = attrs[name]; if (param && param.type) { return parseDtypeParam(param.type); } return def; } export function getDtypeArrayParam(attrs, name, def) { const param = attrs[name]; if (param && param.list && param.list.type) { return param.list.type.map(v => parseDtypeParam(v)); } return def; } export function parseTensorShapeParam(shape) { if (shape.unknownRank) { return undefined; } if (shape.dim != null) { return shape.dim.map(dim => (typeof dim.size === 'number') ? dim.size : parseInt(dim.size, 10)); } return []; } export function getTensorShapeParam(attrs, name, def) { const param = attrs[name]; if (param && param.shape) { return parseTensorShapeParam(param.shape); } return def; } export function getNumericArrayParam(attrs, name, def) { const param = attrs[name]; if (param) { return ((param.list.f && param.list.f.length ? param.list.f : param.list.i) || []) .map(v => (typeof v === 'number') ? v : parseInt(v, 10)); } return def; } export function getStringArrayParam(attrs, name, def, keepCase = false) { const param = attrs[name]; if (param && param.list && param.list.s) { return param.list.s.map((v) => { return parseStringParam(v, keepCase); }); } return def; } export function getTensorShapeArrayParam(attrs, name, def) { const param = attrs[name]; if (param && param.list && param.list.shape) { return param.list.shape.map((v) => { return parseTensorShapeParam(v); }); } return def; } export function getBoolArrayParam(attrs, name, def) { const param = attrs[name]; if (param && param.list && param.list.b) { return param.list.b; } return def; } //# 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