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2025-02-12 ea42ff3ebee1eeb3fb29423aa848a249441db81c

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/**
 * @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"]}