/** * @license * Copyright 2021 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 { backend_util, buffer, DataStorage, engine, env, kernel_impls, KernelBackend, util } from '@tensorflow/tfjs-core'; const whereImpl = kernel_impls.whereImpl; import { assertNotComplex } from './cpu_util'; class MathBackendCPU extends KernelBackend { nextDataId() { return MathBackendCPU.nextDataId++; } constructor() { super(); this.blockSize = 48; this.firstUse = true; this.data = new DataStorage(this, engine()); } write(values, shape, dtype) { if (this.firstUse) { this.firstUse = false; if (env().get('IS_NODE')) { backend_util.warn('\n============================\n' + 'Hi, looks like you are running TensorFlow.js in ' + 'Node.js. To speed things up dramatically, install our node ' + 'backend, visit https://github.com/tensorflow/tfjs-node for more details. ' + '\n============================'); } } const dataId = { id: this.nextDataId() }; this.data.set(dataId, { values, dtype, refCount: 1 }); return dataId; } /** * Create a data bucket in cpu backend. * @param shape Shape of the `TensorInfo`. * @param dtype DType of the `TensorInfo`. * @param values The value of the `TensorInfo` stored as a flattened array. */ makeTensorInfo(shape, dtype, values) { let outId; if (dtype === 'string' && values != null && values.length > 0 && util.isString(values[0])) { const encodedValues = values.map(d => util.encodeString(d)); outId = this.write(encodedValues, shape, dtype); } else { outId = this.write(values, shape, dtype); } return { dataId: outId, shape, dtype }; } /** Return refCount of a `TensorData`. */ refCount(dataId) { if (this.data.has(dataId)) { const tensorData = this.data.get(dataId); return tensorData.refCount; } return 0; } /** Increase refCount of a `TensorData`. */ incRef(dataId) { const tensorData = this.data.get(dataId); tensorData.refCount++; } /** Decrease refCount of a `TensorData`. */ decRef(dataId) { if (this.data.has(dataId)) { const tensorData = this.data.get(dataId); tensorData.refCount--; } } move(dataId, values, shape, dtype, refCount) { this.data.set(dataId, { values, dtype, refCount }); } numDataIds() { return this.data.numDataIds(); } async read(dataId) { return this.readSync(dataId); } readSync(dataId) { const { dtype, complexTensorInfos } = this.data.get(dataId); if (dtype === 'complex64') { const realValues = this.readSync(complexTensorInfos.real.dataId); const imagValues = this.readSync(complexTensorInfos.imag.dataId); return backend_util.mergeRealAndImagArrays(realValues, imagValues); } return util.convertBackendValuesAndArrayBuffer(this.data.get(dataId).values, dtype); } bufferSync(t) { const data = this.readSync(t.dataId); if (t.dtype === 'string') { try { // Decode the bytes into string. const strings = data.map(d => util.decodeString(d)); return buffer(t.shape, t.dtype, strings); } catch (_a) { throw new Error('Failed to decode encoded string bytes into utf-8'); } } return buffer(t.shape, t.dtype, data); } makeOutput(values, shape, dtype) { return engine().makeTensorFromTensorInfo(this.makeTensorInfo(shape, dtype, values), this); } /** * Dispose the memory if the dataId has 0 refCount. Return true if the memory * is released or memory is not managed in this backend, false if memory is * not cleared. * @param dataId * @oaram force Optional, remove the data regardless of refCount */ disposeData(dataId, force = false) { if (this.data.has(dataId)) { this.data.get(dataId).refCount--; if (!force && this.data.get(dataId).refCount > 0) { return false; } const { complexTensorInfos } = this.data.get(dataId); if (complexTensorInfos != null) { this.disposeData(complexTensorInfos.real.dataId, true); this.disposeData(complexTensorInfos.imag.dataId, true); } this.data.delete(dataId); } return true; } disposeIntermediateTensorInfo(tensorInfo) { this.disposeData(tensorInfo.dataId); } async time(f) { const start = util.now(); f(); const kernelMs = util.now() - start; return { kernelMs }; } memory() { return { // Unreliable due to automatic gc. The numbers above are cumulative. unreliable: true, reasons: ['The reported memory is an upper bound. Due to automatic garbage ' + 'collection, the true allocated memory may be less.'] }; } where(condition) { assertNotComplex([condition], 'where'); const condVals = this.readSync(condition.dataId); return whereImpl(condition.shape, condVals); } dispose() { } floatPrecision() { return 32; } /** Returns the smallest representable number. */ epsilon() { return super.epsilon(); } } MathBackendCPU.nextDataId = 0; export { MathBackendCPU }; //# 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* @license\n * Copyright 2021 Google LLC. All Rights Reserved.\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n * http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n * =============================================================================\n */\n\nimport {backend_util, BackendTimingInfo, buffer, DataStorage, DataType, engine, env, kernel_impls, KernelBackend, Rank, ShapeMap, Tensor, Tensor2D, TensorBuffer, TensorInfo, TypedArray, util} from '@tensorflow/tfjs-core';\n\nconst whereImpl = kernel_impls.whereImpl;\nimport {assertNotComplex} from './cpu_util';\n\ninterface DataId {}\n\nexport interface TensorData<D extends DataType> {\n  values?: backend_util.BackendValues;\n  dtype: D;\n  // For complex numbers, the real and imaginary parts are stored as their own\n  // individual tensors, with a parent joining the two with the\n  // complexTensorInfos field.\n  complexTensorInfos?: {real: TensorInfo, imag: TensorInfo};\n  // refCount keeps track of how many tensors reference it. Used for memory\n  // management.\n  refCount: number;\n}\n\nexport class MathBackendCPU extends KernelBackend {\n  public blockSize = 48;\n\n  data: DataStorage<TensorData<DataType>>;\n  private firstUse = true;\n  private static nextDataId = 0;\n  private nextDataId(): number {\n    return MathBackendCPU.nextDataId++;\n  }\n\n  constructor() {\n    super();\n    this.data = new DataStorage(this, engine());\n  }\n\n  override write(\n      values: backend_util.BackendValues, shape: number[],\n      dtype: DataType): DataId {\n    if (this.firstUse) {\n      this.firstUse = false;\n      if (env().get('IS_NODE')) {\n        backend_util.warn(\n            '\\n============================\\n' +\n            'Hi, looks like you are running TensorFlow.js in ' +\n            'Node.js. To speed things up dramatically, install our node ' +\n            'backend, visit https://github.com/tensorflow/tfjs-node for more details. ' +\n            '\\n============================');\n      }\n    }\n    const dataId = {id: this.nextDataId()};\n\n    this.data.set(dataId, {values, dtype, refCount: 1});\n\n    return dataId;\n  }\n\n  /**\n   * Create a data bucket in cpu backend.\n   * @param shape Shape of the `TensorInfo`.\n   * @param dtype DType of the `TensorInfo`.\n   * @param values The value of the `TensorInfo` stored as a flattened array.\n   */\n  makeTensorInfo(\n      shape: number[], dtype: DataType,\n      values?: backend_util.BackendValues|string[]): TensorInfo {\n    let outId;\n    if (dtype === 'string' && values != null && values.length > 0 &&\n        util.isString(values[0])) {\n      const encodedValues =\n          (values as unknown as string[]).map(d => util.encodeString(d));\n\n      outId = this.write(encodedValues, shape, dtype);\n    } else {\n      outId = this.write(values as TypedArray, shape, dtype);\n    }\n\n    return {dataId: outId, shape, dtype};\n  }\n\n  /** Return refCount of a `TensorData`. */\n  override refCount(dataId: DataId): number {\n    if (this.data.has(dataId)) {\n      const tensorData = this.data.get(dataId);\n      return tensorData.refCount;\n    }\n    return 0;\n  }\n\n  /** Increase refCount of a `TensorData`. */\n  override incRef(dataId: DataId): void {\n    const tensorData = this.data.get(dataId);\n    tensorData.refCount++;\n  }\n\n  /** Decrease refCount of a `TensorData`. */\n  decRef(dataId: DataId): void {\n    if (this.data.has(dataId)) {\n      const tensorData = this.data.get(dataId);\n      tensorData.refCount--;\n    }\n  }\n\n  override move(\n      dataId: DataId, values: backend_util.BackendValues, shape: number[],\n      dtype: DataType, refCount: number): void {\n    this.data.set(dataId, {values, dtype, refCount});\n  }\n\n  override numDataIds(): number {\n    return this.data.numDataIds();\n  }\n\n  override async read(dataId: DataId): Promise<backend_util.BackendValues> {\n    return this.readSync(dataId);\n  }\n  override readSync(dataId: DataId): backend_util.BackendValues {\n    const {dtype, complexTensorInfos} = this.data.get(dataId);\n\n    if (dtype === 'complex64') {\n      const realValues =\n          this.readSync(complexTensorInfos.real.dataId) as Float32Array;\n      const imagValues =\n          this.readSync(complexTensorInfos.imag.dataId) as Float32Array;\n      return backend_util.mergeRealAndImagArrays(realValues, imagValues);\n    }\n    return util.convertBackendValuesAndArrayBuffer(\n        this.data.get(dataId).values, dtype);\n  }\n\n  bufferSync<R extends Rank, D extends DataType>(t: TensorInfo):\n      TensorBuffer<R, D> {\n    const data = this.readSync(t.dataId);\n    if (t.dtype === 'string') {\n      try {\n        // Decode the bytes into string.\n        const strings = (data as Uint8Array[]).map(d => util.decodeString(d));\n        return buffer(t.shape as ShapeMap[R], t.dtype, strings) as\n            TensorBuffer<R, D>;\n      } catch {\n        throw new Error('Failed to decode encoded string bytes into utf-8');\n      }\n    }\n    return buffer(t.shape as ShapeMap[R], t.dtype, data as TypedArray) as\n        TensorBuffer<R, D>;\n  }\n\n  makeOutput<T extends Tensor>(\n      values: backend_util.BackendValues, shape: number[], dtype: DataType): T {\n    return engine().makeTensorFromTensorInfo(\n               this.makeTensorInfo(shape, dtype, values), this) as T;\n  }\n\n  /**\n   * Dispose the memory if the dataId has 0 refCount. Return true if the memory\n   * is released or memory is not managed in this backend, false if memory is\n   * not cleared.\n   * @param dataId\n   * @oaram force Optional, remove the data regardless of refCount\n   */\n  override disposeData(dataId: DataId, force = false): boolean {\n    if (this.data.has(dataId)) {\n      this.data.get(dataId).refCount--;\n      if (!force && this.data.get(dataId).refCount > 0) {\n        return false;\n      }\n\n      const {complexTensorInfos} = this.data.get(dataId);\n\n      if (complexTensorInfos != null) {\n        this.disposeData(complexTensorInfos.real.dataId, true);\n        this.disposeData(complexTensorInfos.imag.dataId, true);\n      }\n\n      this.data.delete(dataId);\n    }\n    return true;\n  }\n\n  disposeIntermediateTensorInfo(tensorInfo: TensorInfo): void {\n    this.disposeData(tensorInfo.dataId);\n  }\n\n  override async time(f: () => void): Promise<BackendTimingInfo> {\n    const start = util.now();\n    f();\n    const kernelMs = util.now() - start;\n    return {kernelMs};\n  }\n\n  override memory() {\n    return {\n      // Unreliable due to automatic gc. The numbers above are cumulative.\n      unreliable: true,\n      reasons:\n          ['The reported memory is an upper bound. Due to automatic garbage ' +\n           'collection, the true allocated memory may be less.']\n    };\n  }\n\n  where(condition: Tensor): Tensor2D {\n    assertNotComplex([condition], 'where');\n\n    const condVals = this.readSync(condition.dataId) as TypedArray;\n    return whereImpl(condition.shape, condVals);\n  }\n\n  override dispose() {}\n\n  override floatPrecision(): 16|32 {\n    return 32;\n  }\n\n  /** Returns the smallest representable number.  */\n  override epsilon(): number {\n    return super.epsilon();\n  }\n}\n"]}