Interface Tensor<R>

A tf.Tensor object represents an immutable, multidimensional array of numbers that has a shape and a data type.

For performance reasons, functions that create tensors do not necessarily perform a copy of the data passed to them (e.g. if the data is passed as a Float32Array), and changes to the data will change the tensor. This is not a feature and is not supported. To avoid this behavior, use the tensor before changing the input data or create a copy with copy = tf.add(yourTensor, 0).

See tf.tensor for details on how to create a tf.Tensor.

Doc

interface Tensor<R extends Rank = Rank> {
    dataId: object;
    dtype: keyof DataTypeMap;
    id: number;
    kept: boolean;
    kerasMask?: Tensor<Rank>;
    rankType: R;
    scopeId: number;
    shape: ShapeMap[R];
    size: number;
    strides: number[];
    get isDisposed(): boolean;
    get rank(): number;
    abs<T extends Tensor<Rank>>(this: T): T;
    acos<T extends Tensor<Rank>>(this: T): T;
    acosh<T extends Tensor<Rank>>(this: T): T;
    add<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    all<T extends Tensor<Rank>>(
        this: T,
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    any<T extends Tensor<Rank>>(
        this: T,
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    argMax<T extends Tensor<Rank>>(axis?: number): T;
    argMin<T extends Tensor<Rank>>(axis?: number): T;
    array(): Promise<ArrayMap[R]>;
    arraySync(): ArrayMap[R];
    as1D<T extends Tensor<Rank>>(): Tensor1D;
    as2D<T extends Tensor<Rank>>(rows: number, columns: number): Tensor2D;
    as3D<T extends Tensor<Rank>>(
        rows: number,
        columns: number,
        depth: number,
    ): Tensor3D;
    as4D<T extends Tensor<Rank>>(
        rows: number,
        columns: number,
        depth: number,
        depth2: number,
    ): Tensor4D;
    as5D<T extends Tensor<Rank>>(
        rows: number,
        columns: number,
        depth: number,
        depth2: number,
        depth3: number,
    ): Tensor5D;
    asin<T extends Tensor<Rank>>(this: T): T;
    asinh<T extends Tensor<Rank>>(this: T): T;
    asScalar<T extends Tensor<Rank>>(): Scalar;
    asType<T extends Tensor<Rank>>(this: T, dtype: keyof DataTypeMap): T;
    atan<T extends Tensor<Rank>>(this: T): T;
    atan2<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    atanh<T extends Tensor<Rank>>(this: T): T;
    avgPool<T extends Tensor3D | Tensor4D>(
        filterSize: number | [number, number],
        strides: number | [number, number],
        pad: number | "valid" | "same" | ExplicitPadding,
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    batchNorm<T extends Tensor<Rank>>(
        mean: Tensor<R> | TensorLike | Tensor1D,
        variance: Tensor<R> | TensorLike | Tensor1D,
        offset?: Tensor<R> | TensorLike | Tensor1D,
        scale?: Tensor<R> | TensorLike | Tensor1D,
        varianceEpsilon?: number,
    ): Tensor<R>;
    batchToSpaceND<R extends Rank>(
        blockShape: number[],
        crops: number[][],
    ): Tensor<R>;
    broadcastTo<R extends Rank>(shape: ShapeMap[R]): Tensor<R>;
    buffer<D extends keyof DataTypeMap = "float32">(): Promise<
        TensorBuffer<R, D>,
    >;
    bufferSync<D extends keyof DataTypeMap = "float32">(): TensorBuffer<R, D>;
    bytes(): Promise<
        Uint8Array<ArrayBufferLike>
        | Uint8Array<ArrayBufferLike>[],
    >;
    cast<T extends Tensor<Rank>>(dtype: keyof DataTypeMap): T;
    ceil<T extends Tensor<Rank>>(this: T): T;
    clipByValue<T extends Tensor<Rank>>(min: number, max: number): Tensor;
    clone<T extends Tensor<Rank>>(this: T): T;
    concat<T extends Tensor<Rank>>(
        tensors: T | (TensorLike | T)[],
        axis?: number,
    ): T;
    conv1d<T extends Tensor2D | Tensor3D>(
        filter: Tensor3D | TensorLike3D,
        stride: number,
        pad: number | "valid" | "same" | ExplicitPadding,
        dataFormat?: "NWC" | "NCW",
        dilation?: number,
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    conv2d<T extends Tensor3D | Tensor4D>(
        filter: Tensor4D | TensorLike4D,
        strides: number | [number, number],
        pad: number | "valid" | "same",
        dataFormat?: "NHWC" | "NCHW",
        dilations?: number | [number, number],
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    conv2dTranspose<T extends Tensor3D | Tensor4D>(
        filter: Tensor4D | TensorLike4D,
        outputShape: [number, number, number] | [number, number, number, number],
        strides: number | [number, number],
        pad: number | "valid" | "same",
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    cos<T extends Tensor<Rank>>(this: T): T;
    cosh<T extends Tensor<Rank>>(this: T): T;
    cumprod<R extends Rank>(
        axis?: number,
        exclusive?: boolean,
        reverse?: boolean,
    ): Tensor<R>;
    cumsum<R extends Rank>(
        axis?: number,
        exclusive?: boolean,
        reverse?: boolean,
    ): Tensor<R>;
    data<D extends keyof DataTypeMap = NumericDataType>(): Promise<
        DataTypeMap[D],
    >;
    dataSync<D extends keyof DataTypeMap = NumericDataType>(): DataTypeMap[D];
    dataToGPU(options?: DataToGPUWebGLOption): GPUData;
    depthToSpace<T extends Tensor4D>(
        blockSize: number,
        dataFormat: "NHWC" | "NCHW",
    ): T;
    depthwiseConv2d<T extends Tensor3D | Tensor4D>(
        filter: Tensor4D | TensorLike4D,
        strides: number | [number, number],
        pad: number | "valid" | "same",
        dataFormat?: "NHWC" | "NCHW",
        dilations?: number | [number, number],
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    dilation2d<T extends Tensor3D | Tensor4D>(
        filter: Tensor3D | TensorLike3D,
        strides: number | [number, number],
        pad: "valid" | "same",
        dilations?: number | [number, number],
        dataFormat?: "NHWC",
    ): T;
    dispose(): void;
    div<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    divNoNan<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    dot<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): Tensor;
    elu<T extends Tensor<Rank>>(): T;
    equal<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    erf<T extends Tensor<Rank>>(this: T): T;
    euclideanNorm<T extends Tensor<Rank>>(
        this: T,
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    exp<T extends Tensor<Rank>>(this: T): T;
    expandDims<T extends Tensor<Rank>>(axis?: number): T;
    expm1<T extends Tensor<Rank>>(this: T): T;
    fft<T extends Tensor<Rank>>(this: Tensor): Tensor;
    flatten<T extends Tensor<Rank>>(): Tensor1D;
    floor<T extends Tensor<Rank>>(this: T): T;
    floorDiv<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    gather<T extends Tensor<Rank>>(
        this: T,
        indices: Tensor<Rank> | TensorLike,
        axis?: number,
        batchDims?: number,
    ): T;
    greater<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    greaterEqual<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    ifft<T extends Tensor<Rank>>(this: Tensor): Tensor;
    irfft<T extends Tensor<Rank>>(this: Tensor): Tensor;
    isFinite<T extends Tensor<Rank>>(this: T): T;
    isInf<T extends Tensor<Rank>>(this: T): T;
    isNaN<T extends Tensor<Rank>>(this: T): T;
    leakyRelu<T extends Tensor<Rank>>(alpha: number): T;
    less<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    lessEqual<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    localResponseNormalization<T extends Tensor<Rank>>(
        depthRadius?: number,
        bias?: number,
        alpha?: number,
        beta?: number,
    ): T;
    log<T extends Tensor<Rank>>(this: T): T;
    log1p<T extends Tensor<Rank>>(this: T): T;
    logicalAnd<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    logicalNot<T extends Tensor<Rank>>(): T;
    logicalOr<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    logicalXor<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    logSigmoid<T extends Tensor<Rank>>(this: T): T;
    logSoftmax<T extends Tensor<Rank>>(this: T, axis?: number): T;
    logSumExp<T extends Tensor<Rank>>(
        this: T,
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    matMul<T extends Tensor<Rank>>(
        b: Tensor<Rank> | TensorLike,
        transposeA?: boolean,
        transposeB?: boolean,
    ): Tensor;
    max<T extends Tensor<Rank>>(
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    maximum<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    maxPool<T extends Tensor3D | Tensor4D>(
        filterSize: number | [number, number],
        strides: number | [number, number],
        pad: number | "valid" | "same" | ExplicitPadding,
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    mean<T extends Tensor<Rank>>(
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    min<T extends Tensor<Rank>>(
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    minimum<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    mirrorPad<T extends Tensor<Rank>>(
        paddings: [number, number][],
        mode: "reflect" | "symmetric",
    ): T;
    mod<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    mul<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    neg<T extends Tensor<Rank>>(this: T): T;
    norm<T extends Tensor<Rank>>(
        ord?: number | "euclidean" | "fro",
        axis?: number | number[],
        keepDims?: boolean,
    ): Tensor;
    notEqual<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    oneHot(depth: number, onValue: number, offValue: number): Tensor;
    onesLike<T extends Tensor<Rank>>(this: T): T;
    pad<T extends Tensor<Rank>>(
        paddings: [number, number][],
        constantValue?: number,
    ): T;
    pool<T extends Tensor3D | Tensor4D>(
        windowShape: number | [number, number],
        poolingType: "avg" | "max",
        padding: number | "valid" | "same" | ExplicitPadding,
        diationRate?: number | [number, number],
        strides?: number | [number, number],
        dimRoundingMode?: "floor" | "round" | "ceil",
    ): T;
    pow<T extends Tensor<Rank>>(exp: Tensor<Rank> | TensorLike): T;
    prelu<T extends Tensor<Rank>>(alpha: TensorLike | T): T;
    print(verbose?: boolean): void;
    prod<T extends Tensor<Rank>>(
        this: T,
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    reciprocal<T extends Tensor<Rank>>(this: T): T;
    relu<T extends Tensor<Rank>>(): T;
    relu6<T extends Tensor<Rank>>(): T;
    reshape<T extends Tensor<Rank>>(shape: number[]): T;
    reshapeAs<T extends Tensor<Rank>>(x: T): T;
    resizeBilinear<T extends Tensor3D | Tensor4D>(
        newShape2D: [number, number],
        alignCorners?: boolean,
        halfPixelCenters?: boolean,
    ): T;
    resizeNearestNeighbor<T extends Tensor3D | Tensor4D>(
        newShape2D: [number, number],
        alignCorners?: boolean,
        halfFloatCenters?: boolean,
    ): T;
    reverse<T extends Tensor<Rank>>(this: T, axis?: number | number[]): T;
    rfft<T extends Tensor<Rank>>(this: Tensor): Tensor;
    round<T extends Tensor<Rank>>(this: T): T;
    rsqrt<T extends Tensor<Rank>>(this: T): T;
    selu<T extends Tensor<Rank>>(): T;
    separableConv2d<T extends Tensor3D | Tensor4D>(
        depthwiseFilter: Tensor4D | TensorLike4D,
        pointwiseFilter: TensorLike | Tensor4D,
        strides: number | [number, number],
        pad: "valid" | "same",
        dilation?: number | [number, number],
        dataFormat?: "NHWC" | "NCHW",
    ): T;
    sigmoid<T extends Tensor<Rank>>(this: T): T;
    sign<T extends Tensor<Rank>>(this: T): T;
    sin<T extends Tensor<Rank>>(this: T): T;
    sinh<T extends Tensor<Rank>>(this: T): T;
    slice<T extends Tensor<Rank>>(
        this: T,
        begin: number | number[],
        size?: number | number[],
    ): T;
    softmax<T extends Tensor<Rank>>(this: T, dim?: number): T;
    softplus<T extends Tensor<Rank>>(this: T): T;
    spaceToBatchND<R extends Rank>(
        blockShape: number[],
        paddings: number[][],
    ): Tensor<R>;
    split<T extends Tensor<Rank>>(
        numOrSizeSplits: number | number[],
        axis?: number,
    ): T[];
    sqrt<T extends Tensor<Rank>>(this: T): T;
    square<T extends Tensor<Rank>>(this: T): T;
    squaredDifference<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    squeeze<T extends Tensor<Rank>>(axis?: number[]): T;
    stack<T extends Tensor<Rank>>(
        x: Tensor<Rank> | Tensor<Rank>[],
        axis?: number,
    ): T;
    step<T extends Tensor<Rank>>(this: T, alpha?: number): T;
    stridedSlice<T extends Tensor<Rank>>(
        this: Tensor,
        begin: number[],
        end: number[],
        strides: number[],
        beginMask?: number,
        endMask?: number,
        ellipsisMask?: number,
        newAxisMask?: number,
        shrinkAxisMask?: number,
    ): Tensor;
    sub<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T;
    sum<T extends Tensor<Rank>>(
        axis?: number | number[],
        keepDims?: boolean,
    ): T;
    tan<T extends Tensor<Rank>>(this: T): T;
    tanh<T extends Tensor<Rank>>(this: T): T;
    throwIfDisposed(): void;
    tile<T extends Tensor<Rank>>(b: number[]): T;
    toBool<T extends Tensor<Rank>>(this: T): T;
    toFloat<T extends Tensor<Rank>>(this: T): T;
    toInt<T extends Tensor<Rank>>(this: T): T;
    topk<T extends Tensor<Rank>>(
        this: T,
        k?: number,
        sorted?: boolean,
    ): { indices: T; values: T };
    toString(verbose?: boolean): string;
    transpose<T extends Tensor<Rank>>(perm?: number[]): T;
    unique<T extends Tensor<Rank>>(
        this: T,
        axis?: number,
    ): { indices: T; values: T };
    unsortedSegmentSum<T extends Tensor<Rank>>(
        this: T,
        segmentIds: Tensor1D | TensorLike1D,
        numSegments: number,
    ): T;
    unstack<T extends Tensor<Rank>>(axis?: number): T[];
    variable(
        trainable?: boolean,
        name?: string,
        dtype?: keyof DataTypeMap,
    ): Variable<R>;
    where<T extends Tensor<Rank>>(
        condition: Tensor<Rank> | TensorLike,
        x: Tensor<Rank> | TensorLike,
    ): T;
    zerosLike<T extends Tensor<Rank>>(this: T): T;
}

Type Parameters

R extends Rank = Rank

Implements

TensorInfo

Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:115
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:130
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Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floorDiv.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/gather.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater_equal.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ifft.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/irfft.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_finite.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_inf.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_nan.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/leaky_relu.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less_equal.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/local_response_normalization.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sigmoid.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_softmax.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sum_exp.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log1p.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_and.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_not.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_or.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_xor.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mat_mul.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/max_pool.d.ts:21
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/max.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/maximum.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mean.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/min.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/minimum.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mirror_pad.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mod.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mul.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/neg.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/norm.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/not_equal.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/one_hot.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ones_like.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pad.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pool.d.ts:21
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pow.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/prelu.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/prod.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reciprocal.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/relu.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/relu6.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reshape_as.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reshape.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/resize_bilinear.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/resize_nearest_neighbor.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reverse.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/rfft.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/round.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/rsqrt.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/selu.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/separable_conv2d.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sigmoid.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sign.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sin.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sinh.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/slice.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/softmax.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/softplus.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/space_to_batch_nd.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/split.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sqrt.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/square.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/squared_difference.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/squeeze.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/stack.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/step.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/strided_slice.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sub.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sum.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/tan.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/tanh.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/tile.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/to_bool.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/to_float.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/to_int.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/topk.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/transpose.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/unique.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/unsorted_segment_sum.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/unstack.d.ts:4
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/where.d.ts:20
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/zeros_like.d.ts:20

Index

Properties

dataId

dataId: object

Id of the bucket holding the data for this tensor. Multiple arrays can point to the same bucket (e.g. when calling array.reshape()).

`Readonly`dtype

dtype: keyof DataTypeMap

The data type for the array.

`Readonly`id

id: number

Unique id of this tensor.

kept

kept: boolean

Whether this tensor has been globally kept.

`Optional`kerasMask

kerasMask?: Tensor<Rank>

The keras mask that some keras layers attach to the tensor

`Readonly`rankType

rankType: R

The rank type for the array (see Rank enum).

scopeId

scopeId: number

The id of the scope this tensor is being tracked in.

`Readonly`shape

shape: ShapeMap[R]

The shape of the tensor.

`Readonly`size

size: number

Number of elements in the tensor.

`Readonly`strides

strides: number[]

Number of elements to skip in each dimension when indexing. See https://docs.scipy.org/doc/numpy/reference/generated/\ numpy.ndarray.strides.html

Accessors

isDisposed

get isDisposed(): boolean
Returns boolean
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:243

rank

get rank(): number
Returns number
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:159

Methods

abs

abs<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/abs.d.ts:21

acos

acos<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/acos.d.ts:21

acosh

acosh<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/acosh.d.ts:21

add

add<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/add.d.ts:21

all

all<T extends Tensor<Rank>>(
    this: T,
    axis?: number | number[],
    keepDims?: boolean,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/all.d.ts:5

any

any<T extends Tensor<Rank>>(
    this: T,
    axis?: number | number[],
    keepDims?: boolean,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/any.d.ts:5

argMax

argMax<T extends Tensor<Rank>>(axis?: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/arg_max.d.ts:5

argMin

argMin<T extends Tensor<Rank>>(axis?: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/arg_min.d.ts:5

array

array(): Promise<ArrayMap[R]>
Returns the tensor data as a nested array. The transfer of data is done asynchronously.

Returns Promise<ArrayMap[R]>
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:177

arraySync

arraySync(): ArrayMap[R]
Returns the tensor data as a nested array. The transfer of data is done synchronously.

Returns ArrayMap[R]
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:184

as1D

as1D<T extends Tensor<Rank>>(): Tensor1D
Type Parameters
- T extends Tensor<Rank>
Returns Tensor1D
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as1d.d.ts:21

as2D

as2D<T extends Tensor<Rank>>(rows: number, columns: number): Tensor2D
Type Parameters
- T extends Tensor<Rank>
Parameters
- rows: number
- columns: number
Returns Tensor2D
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as2d.d.ts:21

as3D

as3D<T extends Tensor<Rank>>(
    rows: number,
    columns: number,
    depth: number,
): Tensor3D
Type Parameters
- T extends Tensor<Rank>
Parameters
- rows: number
- columns: number
- depth: number
Returns Tensor3D
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as3d.d.ts:21

as4D

as4D<T extends Tensor<Rank>>(
    rows: number,
    columns: number,
    depth: number,
    depth2: number,
): Tensor4D
Type Parameters
- T extends Tensor<Rank>
Parameters
- rows: number
- columns: number
- depth: number
- depth2: number
Returns Tensor4D
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as4d.d.ts:21

as5D

as5D<T extends Tensor<Rank>>(
    rows: number,
    columns: number,
    depth: number,
    depth2: number,
    depth3: number,
): Tensor5D
Type Parameters
- T extends Tensor<Rank>
Parameters
- rows: number
- columns: number
- depth: number
- depth2: number
- depth3: number
Returns Tensor5D
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as5d.d.ts:21

asin

asin<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/asin.d.ts:21

asinh

asinh<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/asinh.d.ts:21

asScalar

asScalar<T extends Tensor<Rank>>(): Scalar
Type Parameters
- T extends Tensor<Rank>
Returns Scalar
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_scalar.d.ts:21

asType

asType<T extends Tensor<Rank>>(this: T, dtype: keyof DataTypeMap): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- dtype: keyof DataTypeMap
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_type.d.ts:21

atan

atan<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/atan.d.ts:21

atan2

atan2<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/atan2.d.ts:5

atanh

atanh<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/atanh.d.ts:21

avgPool

avgPool<T extends Tensor3D | Tensor4D>(
    filterSize: number | [number, number],
    strides: number | [number, number],
    pad: number | "valid" | "same" | ExplicitPadding,
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- filterSize: number | [number, number]
- strides: number | [number, number]
- pad: number | "valid" | "same" | ExplicitPadding
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/avg_pool.d.ts:22

batchNorm

batchNorm<T extends Tensor<Rank>>(
    mean: Tensor<R> | TensorLike | Tensor1D,
    variance: Tensor<R> | TensorLike | Tensor1D,
    offset?: Tensor<R> | TensorLike | Tensor1D,
    scale?: Tensor<R> | TensorLike | Tensor1D,
    varianceEpsilon?: number,
): Tensor<R>
Type Parameters
- T extends Tensor<Rank>
Parameters
- mean: Tensor<R> | TensorLike | Tensor1D
- variance: Tensor<R> | TensorLike | Tensor1D
- Optionaloffset: Tensor<R> | TensorLike | Tensor1D
- Optionalscale: Tensor<R> | TensorLike | Tensor1D
- OptionalvarianceEpsilon: number
Returns Tensor<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/batchnorm.d.ts:5

batchToSpaceND

batchToSpaceND<R extends Rank>(
blockShape: number[],
crops: number[][],
): Tensor<R>
Type Parameters
- R extends Rank
Parameters
- blockShape: number[]
- crops: number[][]
Returns Tensor<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/batch_to_space_nd.d.ts:5

broadcastTo

broadcastTo<R extends Rank>(shape: ShapeMap[R]): Tensor<R>
Type Parameters
- R extends Rank
Parameters
- shape: ShapeMap[R]
Returns Tensor<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/broadcast_to.d.ts:21

buffer

buffer<D extends keyof DataTypeMap = "float32">(): Promise<TensorBuffer<R, D>>
Returns a promise of tf.TensorBuffer that holds the underlying data.
Type Parameters
- D extends keyof DataTypeMap = "float32"
Returns Promise<TensorBuffer<R, D>>
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:165

bufferSync

bufferSync<D extends keyof DataTypeMap = "float32">(): TensorBuffer<R, D>
Returns a tf.TensorBuffer that holds the underlying data.
Type Parameters
- D extends keyof DataTypeMap = "float32"
Returns TensorBuffer<R, D>
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:170

bytes

bytes(): Promise<Uint8Array<ArrayBufferLike> | Uint8Array<ArrayBufferLike>[]>
Returns the underlying bytes of the tensor's data.

Returns Promise<Uint8Array<ArrayBufferLike> | Uint8Array<ArrayBufferLike>[]>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:235

cast

cast<T extends Tensor<Rank>>(dtype: keyof DataTypeMap): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- dtype: keyof DataTypeMap
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cast.d.ts:21

ceil

ceil<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ceil.d.ts:21

clipByValue

clipByValue<T extends Tensor<Rank>>(min: number, max: number): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- min: number
- max: number
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/clip_by_value.d.ts:21

clone

clone<T extends Tensor<Rank>>(this: T): T
Returns a copy of the tensor. See tf.clone for details.
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:258

concat

concat<T extends Tensor<Rank>>(
tensors: T | (TensorLike | T)[],
axis?: number,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- tensors: T | (TensorLike | T)[]
- Optionalaxis: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/concat.d.ts:5

conv1d

conv1d<T extends Tensor2D | Tensor3D>(
    filter: Tensor3D | TensorLike3D,
    stride: number,
    pad: number | "valid" | "same" | ExplicitPadding,
    dataFormat?: "NWC" | "NCW",
    dilation?: number,
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor2D | Tensor3D
Parameters
- filter: Tensor3D | TensorLike3D
- stride: number
- pad: number | "valid" | "same" | ExplicitPadding
- OptionaldataFormat: "NWC" | "NCW"
- Optionaldilation: number
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv1d.d.ts:6

conv2d

conv2d<T extends Tensor3D | Tensor4D>(
    filter: Tensor4D | TensorLike4D,
    strides: number | [number, number],
    pad: number | "valid" | "same",
    dataFormat?: "NHWC" | "NCHW",
    dilations?: number | [number, number],
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- filter: Tensor4D | TensorLike4D
- strides: number | [number, number]
- pad: number | "valid" | "same"
- OptionaldataFormat: "NHWC" | "NCHW"
- Optionaldilations: number | [number, number]
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv2d.d.ts:5

conv2dTranspose

conv2dTranspose<T extends Tensor3D | Tensor4D>(
    filter: Tensor4D | TensorLike4D,
    outputShape: [number, number, number] | [number, number, number, number],
    strides: number | [number, number],
    pad: number | "valid" | "same",
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- filter: Tensor4D | TensorLike4D
- outputShape: [number, number, number] | [number, number, number, number]
- strides: number | [number, number]
- pad: number | "valid" | "same"
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/conv2d_transpose.d.ts:5

cos

cos<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cos.d.ts:21

cosh

cosh<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cosh.d.ts:21

cumprod

cumprod<R extends Rank>(
    axis?: number,
    exclusive?: boolean,
    reverse?: boolean,
): Tensor<R>
Type Parameters
- R extends Rank
Parameters
- Optionalaxis: number
- Optionalexclusive: boolean
- Optionalreverse: boolean
Returns Tensor<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cumprod.d.ts:5

cumsum

cumsum<R extends Rank>(
    axis?: number,
    exclusive?: boolean,
    reverse?: boolean,
): Tensor<R>
Type Parameters
- R extends Rank
Parameters
- Optionalaxis: number
- Optionalexclusive: boolean
- Optionalreverse: boolean
Returns Tensor<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cumsum.d.ts:5

data

data<D extends keyof DataTypeMap = NumericDataType>(): Promise<DataTypeMap[D]>
Asynchronously downloads the values from the tf.Tensor. Returns a promise of TypedArray that resolves when the computation has finished.
Type Parameters
- D extends keyof DataTypeMap = NumericDataType
Returns Promise<DataTypeMap[D]>
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:191

dataSync

dataSync<D extends keyof DataTypeMap = NumericDataType>(): DataTypeMap[D]
Synchronously downloads the values from the tf.Tensor. This blocks the UI thread until the values are ready, which can cause performance issues.
Type Parameters
- D extends keyof DataTypeMap = NumericDataType
Returns DataTypeMap[D]
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:233

dataToGPU

dataToGPU(options?: DataToGPUWebGLOption): GPUData
Copy the tensor's data to a new GPU resource. Comparing to the dataSync() and data(), this method prevents data from being downloaded to CPU.

For WebGL backend, the data will be stored on a densely packed texture. This means that the texture will use the RGBA channels to store value.

For WebGPU backend, the data will be stored on a buffer. There is no parameter, so can not use a user-defined size to create the buffer.
Parameters
- Optionaloptions: DataToGPUWebGLOption
Returns GPUData
For WebGL backend, a GPUData contains the new texture and its information. { tensorRef: The tensor that is associated with this texture, texture: WebGLTexture, texShape: [number, number] // [height, width] }
```
For WebGPU backend, a GPUData contains the new buffer.
{
   tensorRef: The tensor that is associated with this buffer,
   buffer: GPUBuffer,
}

Remember to dispose the GPUData after it is used by
`res.tensorRef.dispose()`.
```
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:226

depthToSpace

depthToSpace<T extends Tensor4D>(
blockSize: number,
dataFormat: "NHWC" | "NCHW",
): T
Type Parameters
- T extends Tensor4D
Parameters
- blockSize: number
- dataFormat: "NHWC" | "NCHW"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depth_to_space.d.ts:5

depthwiseConv2d

depthwiseConv2d<T extends Tensor3D | Tensor4D>(
    filter: Tensor4D | TensorLike4D,
    strides: number | [number, number],
    pad: number | "valid" | "same",
    dataFormat?: "NHWC" | "NCHW",
    dilations?: number | [number, number],
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- filter: Tensor4D | TensorLike4D
- strides: number | [number, number]
- pad: number | "valid" | "same"
- OptionaldataFormat: "NHWC" | "NCHW"
- Optionaldilations: number | [number, number]
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depthwise_conv2d.d.ts:5

dilation2d

dilation2d<T extends Tensor3D | Tensor4D>(
    filter: Tensor3D | TensorLike3D,
    strides: number | [number, number],
    pad: "valid" | "same",
    dilations?: number | [number, number],
    dataFormat?: "NHWC",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- filter: Tensor3D | TensorLike3D
- strides: number | [number, number]
- pad: "valid" | "same"
- Optionaldilations: number | [number, number]
- OptionaldataFormat: "NHWC"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/dilation2d.d.ts:5

dispose

dispose(): void
Disposes tf.Tensor from memory.

Returns void
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:241

div

div<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div.d.ts:21

divNoNan

divNoNan<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div_no_nan.d.ts:21

dot

dot<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/dot.d.ts:5

elu

elu<T extends Tensor<Rank>>(): T
Type Parameters
- T extends Tensor<Rank>
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/elu.d.ts:5

equal

equal<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/equal.d.ts:5

erf

erf<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/erf.d.ts:21

euclideanNorm

euclideanNorm<T extends Tensor<Rank>>(
    this: T,
    axis?: number | number[],
    keepDims?: boolean,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/euclidean_norm.d.ts:21

exp

exp<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/exp.d.ts:21

expandDims

expandDims<T extends Tensor<Rank>>(axis?: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/expand_dims.d.ts:5

expm1

expm1<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/expm1.d.ts:21

fft

fft<T extends Tensor<Rank>>(this: Tensor): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: Tensor
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/fft.d.ts:21

flatten

flatten<T extends Tensor<Rank>>(): Tensor1D
Type Parameters
- T extends Tensor<Rank>
Returns Tensor1D
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/flatten.d.ts:21

floor

floor<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floor.d.ts:21

floorDiv

floorDiv<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/floorDiv.d.ts:5

gather

gather<T extends Tensor<Rank>>(
    this: T,
    indices: Tensor<Rank> | TensorLike,
    axis?: number,
    batchDims?: number,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- indices: Tensor<Rank> | TensorLike
- Optionalaxis: number
- OptionalbatchDims: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/gather.d.ts:21

greater

greater<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater.d.ts:5

greaterEqual

greaterEqual<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/greater_equal.d.ts:5

ifft

ifft<T extends Tensor<Rank>>(this: Tensor): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: Tensor
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ifft.d.ts:21

irfft

irfft<T extends Tensor<Rank>>(this: Tensor): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: Tensor
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/irfft.d.ts:21

isFinite

isFinite<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_finite.d.ts:21

isInf

isInf<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_inf.d.ts:21

isNaN

isNaN<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/is_nan.d.ts:21

leakyRelu

leakyRelu<T extends Tensor<Rank>>(alpha: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- alpha: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/leaky_relu.d.ts:5

less

less<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less.d.ts:5

lessEqual

lessEqual<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/less_equal.d.ts:5

localResponseNormalization

localResponseNormalization<T extends Tensor<Rank>>(
    depthRadius?: number,
    bias?: number,
    alpha?: number,
    beta?: number,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- OptionaldepthRadius: number
- Optionalbias: number
- Optionalalpha: number
- Optionalbeta: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/local_response_normalization.d.ts:5

log

log<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log.d.ts:21

log1p

log1p<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log1p.d.ts:21

logicalAnd

logicalAnd<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_and.d.ts:5

logicalNot

logicalNot<T extends Tensor<Rank>>(): T
Type Parameters
- T extends Tensor<Rank>
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_not.d.ts:5

logicalOr

logicalOr<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_or.d.ts:5

logicalXor

logicalXor<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/logical_xor.d.ts:5

logSigmoid

logSigmoid<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sigmoid.d.ts:21

logSoftmax

logSoftmax<T extends Tensor<Rank>>(this: T, axis?: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_softmax.d.ts:21

logSumExp

logSumExp<T extends Tensor<Rank>>(
    this: T,
    axis?: number | number[],
    keepDims?: boolean,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/log_sum_exp.d.ts:5

matMul

matMul<T extends Tensor<Rank>>(
    b: Tensor<Rank> | TensorLike,
    transposeA?: boolean,
    transposeB?: boolean,
): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
- OptionaltransposeA: boolean
- OptionaltransposeB: boolean
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mat_mul.d.ts:5

max

max<T extends Tensor<Rank>>(axis?: number | number[], keepDims?: boolean): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/max.d.ts:21

maximum

maximum<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/maximum.d.ts:5

maxPool

maxPool<T extends Tensor3D | Tensor4D>(
    filterSize: number | [number, number],
    strides: number | [number, number],
    pad: number | "valid" | "same" | ExplicitPadding,
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- filterSize: number | [number, number]
- strides: number | [number, number]
- pad: number | "valid" | "same" | ExplicitPadding
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/max_pool.d.ts:22

mean

mean<T extends Tensor<Rank>>(axis?: number | number[], keepDims?: boolean): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mean.d.ts:5

min

min<T extends Tensor<Rank>>(axis?: number | number[], keepDims?: boolean): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/min.d.ts:21

minimum

minimum<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/minimum.d.ts:5

mirrorPad

mirrorPad<T extends Tensor<Rank>>(
paddings: [number, number][],
mode: "reflect" | "symmetric",
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- paddings: [number, number][]
- mode: "reflect" | "symmetric"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mirror_pad.d.ts:21

mod

mod<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mod.d.ts:5

mul

mul<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/mul.d.ts:5

neg

neg<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/neg.d.ts:21

norm

norm<T extends Tensor<Rank>>(
    ord?: number | "euclidean" | "fro",
    axis?: number | number[],
    keepDims?: boolean,
): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalord: number | "euclidean" | "fro"
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/norm.d.ts:21

notEqual

notEqual<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/not_equal.d.ts:5

oneHot

oneHot(depth: number, onValue: number, offValue: number): Tensor
Parameters
- depth: number
- onValue: number
- offValue: number
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/one_hot.d.ts:21

onesLike

onesLike<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/ones_like.d.ts:21

pad

pad<T extends Tensor<Rank>>(
paddings: [number, number][],
constantValue?: number,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- paddings: [number, number][]
- OptionalconstantValue: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pad.d.ts:21

pool

pool<T extends Tensor3D | Tensor4D>(
    windowShape: number | [number, number],
    poolingType: "avg" | "max",
    padding: number | "valid" | "same" | ExplicitPadding,
    diationRate?: number | [number, number],
    strides?: number | [number, number],
    dimRoundingMode?: "floor" | "round" | "ceil",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- windowShape: number | [number, number]
- poolingType: "avg" | "max"
- padding: number | "valid" | "same" | ExplicitPadding
- OptionaldiationRate: number | [number, number]
- Optionalstrides: number | [number, number]
- OptionaldimRoundingMode: "floor" | "round" | "ceil"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pool.d.ts:22

pow

pow<T extends Tensor<Rank>>(exp: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- exp: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/pow.d.ts:5

prelu

prelu<T extends Tensor<Rank>>(alpha: TensorLike | T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- alpha: TensorLike | T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/prelu.d.ts:5

print

print(verbose?: boolean): void
Prints the tf.Tensor. See tf.print for details.
Parameters
- Optionalverbose: boolean
  Whether to print verbose information about the tensor, including dtype and size.
Returns void
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:253

prod

prod<T extends Tensor<Rank>>(
    this: T,
    axis?: number | number[],
    keepDims?: boolean,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/prod.d.ts:5

reciprocal

reciprocal<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reciprocal.d.ts:21

relu

relu<T extends Tensor<Rank>>(): T
Type Parameters
- T extends Tensor<Rank>
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/relu.d.ts:5

relu6

relu6<T extends Tensor<Rank>>(): T
Type Parameters
- T extends Tensor<Rank>
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/relu6.d.ts:5

reshape

reshape<T extends Tensor<Rank>>(shape: number[]): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- shape: number[]
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reshape.d.ts:5

reshapeAs

reshapeAs<T extends Tensor<Rank>>(x: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- x: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reshape_as.d.ts:21

resizeBilinear

resizeBilinear<T extends Tensor3D | Tensor4D>(
    newShape2D: [number, number],
    alignCorners?: boolean,
    halfPixelCenters?: boolean,
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- newShape2D: [number, number]
- OptionalalignCorners: boolean
- OptionalhalfPixelCenters: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/resize_bilinear.d.ts:5

resizeNearestNeighbor

resizeNearestNeighbor<T extends Tensor3D | Tensor4D>(
    newShape2D: [number, number],
    alignCorners?: boolean,
    halfFloatCenters?: boolean,
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- newShape2D: [number, number]
- OptionalalignCorners: boolean
- OptionalhalfFloatCenters: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/resize_nearest_neighbor.d.ts:5

reverse

reverse<T extends Tensor<Rank>>(this: T, axis?: number | number[]): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number | number[]
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/reverse.d.ts:5

rfft

rfft<T extends Tensor<Rank>>(this: Tensor): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: Tensor
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/rfft.d.ts:21

round

round<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/round.d.ts:21

rsqrt

rsqrt<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/rsqrt.d.ts:21

selu

selu<T extends Tensor<Rank>>(): T
Type Parameters
- T extends Tensor<Rank>
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/selu.d.ts:5

separableConv2d

separableConv2d<T extends Tensor3D | Tensor4D>(
    depthwiseFilter: Tensor4D | TensorLike4D,
    pointwiseFilter: TensorLike | Tensor4D,
    strides: number | [number, number],
    pad: "valid" | "same",
    dilation?: number | [number, number],
    dataFormat?: "NHWC" | "NCHW",
): T
Type Parameters
- T extends Tensor3D | Tensor4D
Parameters
- depthwiseFilter: Tensor4D | TensorLike4D
- pointwiseFilter: TensorLike | Tensor4D
- strides: number | [number, number]
- pad: "valid" | "same"
- Optionaldilation: number | [number, number]
- OptionaldataFormat: "NHWC" | "NCHW"
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/separable_conv2d.d.ts:5

sigmoid

sigmoid<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sigmoid.d.ts:21

sign

sign<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sign.d.ts:21

sin

sin<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sin.d.ts:21

sinh

sinh<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sinh.d.ts:21

slice

slice<T extends Tensor<Rank>>(
    this: T,
    begin: number | number[],
    size?: number | number[],
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- begin: number | number[]
- Optionalsize: number | number[]
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/slice.d.ts:21

softmax

softmax<T extends Tensor<Rank>>(this: T, dim?: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionaldim: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/softmax.d.ts:21

softplus

softplus<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/softplus.d.ts:21

spaceToBatchND

spaceToBatchND<R extends Rank>(
blockShape: number[],
paddings: number[][],
): Tensor<R>
Type Parameters
- R extends Rank
Parameters
- blockShape: number[]
- paddings: number[][]
Returns Tensor<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/space_to_batch_nd.d.ts:5

split

split<T extends Tensor<Rank>>(
numOrSizeSplits: number | number[],
axis?: number,
): T[]
Type Parameters
- T extends Tensor<Rank>
Parameters
- numOrSizeSplits: number | number[]
- Optionalaxis: number
Returns T[]
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/split.d.ts:5

sqrt

sqrt<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sqrt.d.ts:21

square

square<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/square.d.ts:21

squaredDifference

squaredDifference<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/squared_difference.d.ts:21

squeeze

squeeze<T extends Tensor<Rank>>(axis?: number[]): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number[]
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/squeeze.d.ts:5

stack

stack<T extends Tensor<Rank>>(
x: Tensor<Rank> | Tensor<Rank>[],
axis?: number,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- x: Tensor<Rank> | Tensor<Rank>[]
- Optionalaxis: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/stack.d.ts:5

step

step<T extends Tensor<Rank>>(this: T, alpha?: number): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalalpha: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/step.d.ts:21

stridedSlice

stridedSlice<T extends Tensor<Rank>>(
    this: Tensor,
    begin: number[],
    end: number[],
    strides: number[],
    beginMask?: number,
    endMask?: number,
    ellipsisMask?: number,
    newAxisMask?: number,
    shrinkAxisMask?: number,
): Tensor
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: Tensor
- begin: number[]
- end: number[]
- strides: number[]
- OptionalbeginMask: number
- OptionalendMask: number
- OptionalellipsisMask: number
- OptionalnewAxisMask: number
- OptionalshrinkAxisMask: number
Returns Tensor
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/strided_slice.d.ts:21

sub

sub<T extends Tensor<Rank>>(b: Tensor<Rank> | TensorLike): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sub.d.ts:5

sum

sum<T extends Tensor<Rank>>(axis?: number | number[], keepDims?: boolean): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number | number[]
- OptionalkeepDims: boolean
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/sum.d.ts:5

tan

tan<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/tan.d.ts:21

tanh

tanh<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/tanh.d.ts:21

throwIfDisposed

throwIfDisposed(): void
Returns void
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:244

tile

tile<T extends Tensor<Rank>>(b: number[]): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- b: number[]
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/tile.d.ts:21

toBool

toBool<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/to_bool.d.ts:21

toFloat

toFloat<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/to_float.d.ts:21

toInt

toInt<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/to_int.d.ts:21

topk

topk<T extends Tensor<Rank>>(
    this: T,
    k?: number,
    sorted?: boolean,
): { indices: T; values: T }
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalk: number
- Optionalsorted: boolean
Returns { indices: T; values: T }
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/topk.d.ts:21

toString

toString(verbose?: boolean): string
Returns a human-readable description of the tensor. Useful for logging.
Parameters
- Optionalverbose: boolean
Returns string
Doc
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:264

transpose

transpose<T extends Tensor<Rank>>(perm?: number[]): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalperm: number[]
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/transpose.d.ts:21

unique

unique<T extends Tensor<Rank>>(
this: T,
axis?: number,
): { indices: T; values: T }
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- Optionalaxis: number
Returns { indices: T; values: T }
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/unique.d.ts:21

unsortedSegmentSum

unsortedSegmentSum<T extends Tensor<Rank>>(
    this: T,
    segmentIds: Tensor1D | TensorLike1D,
    numSegments: number,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
- segmentIds: Tensor1D | TensorLike1D
- numSegments: number
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/unsorted_segment_sum.d.ts:21

unstack

unstack<T extends Tensor<Rank>>(axis?: number): T[]
Type Parameters
- T extends Tensor<Rank>
Parameters
- Optionalaxis: number
Returns T[]
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/unstack.d.ts:5

variable

variable(
    trainable?: boolean,
    name?: string,
    dtype?: keyof DataTypeMap,
): Variable<R>
Parameters
- Optionaltrainable: boolean
- Optionalname: string
- Optionaldtype: keyof DataTypeMap
Returns Variable<R>
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:265

where

where<T extends Tensor<Rank>>(
condition: Tensor<Rank> | TensorLike,
x: Tensor<Rank> | TensorLike,
): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- condition: Tensor<Rank> | TensorLike
- x: Tensor<Rank> | TensorLike
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/where.d.ts:21

zerosLike

zerosLike<T extends Tensor<Rank>>(this: T): T
Type Parameters
- T extends Tensor<Rank>
Parameters
- this: T
Returns T
- Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.22.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/zeros_like.d.ts:21

Interface Tensor<R>

Doc

Type Parameters

Implements

Index

Properties

Accessors

Methods

Properties

dataId

Readonlydtype

Readonlyid

kept

OptionalkerasMask

ReadonlyrankType

scopeId

Readonlyshape

Readonlysize

Readonlystrides

Accessors

isDisposed

Returns boolean

rank

Returns number

Methods

abs

Type Parameters

Parameters

Returns T

acos

Type Parameters

Parameters

Returns T

acosh

Type Parameters

Parameters

Returns T

add

Type Parameters

Parameters

Returns T

all

Type Parameters

Parameters

Returns T

any

Type Parameters

Parameters

Returns T

argMax

Type Parameters

Parameters

Returns T

argMin

Type Parameters

Parameters

Returns T

array

Returns Promise<ArrayMap[R]>

Doc

arraySync

Returns ArrayMap[R]

Doc

as1D

Type Parameters

Returns Tensor1D

as2D

Type Parameters

Parameters

Returns Tensor2D

as3D

Type Parameters

Parameters

Returns Tensor3D

as4D

Type Parameters

Parameters

Returns Tensor4D

as5D

Type Parameters

`Readonly`dtype

`Readonly`id

`Optional`kerasMask

`Readonly`rankType

`Readonly`shape

`Readonly`size

`Readonly`strides