@tensorflow/tfjs-core
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Hardware-accelerated JavaScript library for machine intelligence
149 lines • 34.9 kB
JavaScript
/**
* @license
* Copyright 2018 Google LLC. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* =============================================================================
*/
import * as tf from '../index';
import { ALL_ENVS, describeWithFlags } from '../jasmine_util';
import { expectArraysClose } from '../test_util';
describeWithFlags('batchToSpaceND', ALL_ENVS, () => {
it('tensor4d, input shape=[4, 1, 1, 1], blockShape=[2, 2]', async () => {
const t = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([1, 2, 2, 1]);
expectArraysClose(await res.data(), [1, 2, 3, 4]);
});
it('tensor4d, input shape=[4, 1, 1, 3], blockShape=[2, 2]', async () => {
const t = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [4, 1, 1, 3]);
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([1, 2, 2, 3]);
expectArraysClose(await res.data(), [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]);
});
it('tensor4d, input shape=[4, 2, 2, 1], blockShape=[2, 2]', async () => {
const t = tf.tensor4d([1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16], [4, 2, 2, 1]);
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([1, 4, 4, 1]);
expectArraysClose(await res.data(), [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]);
});
it('tensor4d, input shape=[8, 1, 3, 1], blockShape=[2, 2]', async () => {
const t = tf.tensor4d([
0, 1, 3, 0, 9, 11, 0, 2, 4, 0, 10, 12,
0, 5, 7, 0, 13, 15, 0, 6, 8, 0, 14, 16
], [8, 1, 3, 1]);
const blockShape = [2, 2];
const crops = [[0, 0], [2, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([2, 2, 4, 1]);
expectArraysClose(await res.data(), [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]);
});
it('tensor2d, blockShape [1]', async () => {
const t = tf.tensor2d([1, 2, 3, 4], [2, 2]);
const blockShape = [2];
const crops = [[0, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([1, 4]);
expectArraysClose(await res.data(), [1, 3, 2, 4]);
});
it('tensor3d, blockSHape [1]', async () => {
const t = tf.tensor([
-61, 37, -68, 72, 31, 62, 0, -13, 28, 54, 96,
44, -55, -64, -88, -94, 65, -32, -96, -73, -2, -77,
-14, 47, 33, 15, 70, 20, 75, 28, 84, -13
], [8, 2, 2]);
const blockShape = [2];
const crops = [[0, 2]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([4, 2, 2]);
expectArraysClose(await res.data(), [-61, 37, 65, -32, 31, 62, -2, -77, 28, 54, 33, 15, -55, -64, 75, 28]);
});
it('tensor3d, blockShape [2]', async () => {
const t = tf.tensor([
-61, 37, -68, 72, 31, 62, 0, -13, 28, 54, 96,
44, -55, -64, -88, -94, 65, -32, -96, -73, -2, -77,
-14, 47, 33, 15, 70, 20, 75, 28, 84, -13
], [8, 2, 2]);
const blockShape = [2, 2];
const crops = [[2, 0], [2, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([2, 2, 2]);
expectArraysClose(await res.data(), [72, 44, -73, 20, -13, -94, 47, -13]);
});
it('throws when blockShape equal to input rank', () => {
const t = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);
const blockShape = [2, 2, 2, 2];
const crops = [[0, 0], [0, 0], [0, 0], [0, 0]];
expect(() => tf.batchToSpaceND(t, blockShape, crops))
.toThrowError(`input rank is ${t.rank} but should be > than blockShape.length ${blockShape.length}`);
});
it('throws when crops row dimension not equal to blockshape', () => {
const t = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);
const blockShape = [2, 2];
const crops = [[0, 0]];
expect(() => tf.batchToSpaceND(t, blockShape, crops))
.toThrowError(`crops.length is ${crops.length} but should be equal to blockShape.length ${blockShape.length}`);
});
it('throws when input tensor batch not divisible by prod(blockShape)', () => {
const t = tf.tensor4d([1, 2, 3, 4, 5], [5, 1, 1, 1]);
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const prod = blockShape.reduce((a, b) => a * b);
expect(() => tf.batchToSpaceND(t, blockShape, crops))
.toThrowError(`input tensor batch is ${t.shape[0]} but is not divisible by the ` +
`product of the elements of blockShape ${blockShape.join(' * ')} === ${prod}`);
});
it('accepts a tensor-like object', async () => {
const t = [[[[1]]], [[[2]]], [[[3]]], [[[4]]]];
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const res = tf.batchToSpaceND(t, blockShape, crops);
expect(res.shape).toEqual([1, 2, 2, 1]);
expectArraysClose(await res.data(), [1, 2, 3, 4]);
});
it('gradients, input shape=[4, 2, 2], block shape=[2]', async () => {
const t = tf.tensor([-61, 37, -68, 72, 31, 62, 0, -13, 28, 54, 96, 44, -55, -64, -88, -94], [4, 2, 2]);
const blockShape = [2];
const crops = [[0, 2]];
const dy = tf.tensor([.01, .02, .03, .04, .05, .06, .07, .08], [2, 2, 2]);
const gradient = tf.grad(t => tf.batchToSpaceND(t, blockShape, crops))(t, dy);
expect(gradient.shape).toEqual([4, 2, 2]);
expectArraysClose(await gradient.data(), [
0.01, 0.02, 0, 0, 0.05, 0.06, 0, 0, 0.03, 0.04, 0, 0, 0.07, 0.08, 0, 0
]);
});
it('gradients, input shape=[4, 2, 2, 1], block shape=[2, 2]', async () => {
const t = tf.tensor4d([1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16], [4, 2, 2, 1]);
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const dy = tf.tensor([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], [1, 4, 4, 1]);
const gradient = tf.grad(t => tf.batchToSpaceND(t, blockShape, crops))(t, dy);
expect(gradient.shape).toEqual([4, 2, 2, 1]);
expectArraysClose(await gradient.data(), [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16]);
});
it('gradient with clones, input=[4, 2, 2, 1], block shape=[2, 2]', async () => {
const t = tf.tensor4d([1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16], [4, 2, 2, 1]);
const blockShape = [2, 2];
const crops = [[0, 0], [0, 0]];
const dy = tf.tensor([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], [1, 4, 4, 1]);
const gradient = tf.grad(t => tf.batchToSpaceND(t.clone(), blockShape, crops).clone())(t, dy);
expect(gradient.shape).toEqual([4, 2, 2, 1]);
expectArraysClose(await gradient.data(), [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16]);
});
});
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* @license\n * Copyright 2018 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 * as tf from '../index';\nimport {ALL_ENVS, describeWithFlags} from '../jasmine_util';\nimport {expectArraysClose} from '../test_util';\n\ndescribeWithFlags('batchToSpaceND', ALL_ENVS, () => {\n  it('tensor4d, input shape=[4, 1, 1, 1], blockShape=[2, 2]', async () => {\n    const t = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [0, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([1, 2, 2, 1]);\n    expectArraysClose(await res.data(), [1, 2, 3, 4]);\n  });\n\n  it('tensor4d, input shape=[4, 1, 1, 3], blockShape=[2, 2]', async () => {\n    const t =\n        tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [4, 1, 1, 3]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [0, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([1, 2, 2, 3]);\n    expectArraysClose(\n        await res.data(), [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]);\n  });\n\n  it('tensor4d, input shape=[4, 2, 2, 1], blockShape=[2, 2]', async () => {\n    const t = tf.tensor4d(\n        [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16], [4, 2, 2, 1]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [0, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([1, 4, 4, 1]);\n    expectArraysClose(\n        await res.data(),\n        [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]);\n  });\n\n  it('tensor4d, input shape=[8, 1, 3, 1], blockShape=[2, 2]', async () => {\n    const t = tf.tensor4d(\n        [\n          0, 1, 3, 0, 9,  11, 0, 2, 4, 0, 10, 12,\n          0, 5, 7, 0, 13, 15, 0, 6, 8, 0, 14, 16\n        ],\n        [8, 1, 3, 1]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [2, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([2, 2, 4, 1]);\n    expectArraysClose(\n        await res.data(),\n        [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]);\n  });\n\n  it('tensor2d, blockShape [1]', async () => {\n    const t = tf.tensor2d([1, 2, 3, 4], [2, 2]);\n    const blockShape = [2];\n    const crops = [[0, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([1, 4]);\n    expectArraysClose(await res.data(), [1, 3, 2, 4]);\n  });\n\n  it('tensor3d,  blockSHape [1]', async () => {\n    const t = tf.tensor(\n        [\n          -61, 37,  -68, 72,  31,  62, 0,   -13, 28,  54, 96,\n          44,  -55, -64, -88, -94, 65, -32, -96, -73, -2, -77,\n          -14, 47,  33,  15,  70,  20, 75,  28,  84,  -13\n        ],\n        [8, 2, 2]);\n    const blockShape = [2];\n    const crops = [[0, 2]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([4, 2, 2]);\n    expectArraysClose(\n        await res.data(),\n        [-61, 37, 65, -32, 31, 62, -2, -77, 28, 54, 33, 15, -55, -64, 75, 28]);\n  });\n\n  it('tensor3d, blockShape [2]', async () => {\n    const t = tf.tensor(\n        [\n          -61, 37,  -68, 72,  31,  62, 0,   -13, 28,  54, 96,\n          44,  -55, -64, -88, -94, 65, -32, -96, -73, -2, -77,\n          -14, 47,  33,  15,  70,  20, 75,  28,  84,  -13\n        ],\n        [8, 2, 2]);\n    const blockShape = [2, 2];\n    const crops = [[2, 0], [2, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([2, 2, 2]);\n    expectArraysClose(await res.data(), [72, 44, -73, 20, -13, -94, 47, -13]);\n  });\n\n  it('throws when blockShape equal to input rank', () => {\n    const t = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);\n    const blockShape = [2, 2, 2, 2];\n    const crops = [[0, 0], [0, 0], [0, 0], [0, 0]];\n\n    expect(() => tf.batchToSpaceND(t, blockShape, crops))\n        .toThrowError(\n            `input rank is ${t.rank} but should be > than blockShape.length ${\n                blockShape.length}`);\n  });\n\n  it('throws when crops row dimension not equal to blockshape', () => {\n    const t = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0]];\n\n    expect(() => tf.batchToSpaceND(t, blockShape, crops))\n        .toThrowError(`crops.length is ${\n            crops.length} but should be equal to blockShape.length  ${\n            blockShape.length}`);\n  });\n\n  it('throws when input tensor batch not divisible by prod(blockShape)', () => {\n    const t = tf.tensor4d([1, 2, 3, 4, 5], [5, 1, 1, 1]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [0, 0]];\n    const prod = blockShape.reduce((a, b) => a * b);\n\n    expect(() => tf.batchToSpaceND(t, blockShape, crops))\n        .toThrowError(\n            `input tensor batch is ${t.shape[0]} but is not divisible by the ` +\n            `product of the elements of blockShape ${\n                blockShape.join(' * ')} === ${prod}`);\n  });\n\n  it('accepts a tensor-like object', async () => {\n    const t = [[[[1]]], [[[2]]], [[[3]]], [[[4]]]];\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [0, 0]];\n\n    const res = tf.batchToSpaceND(t, blockShape, crops);\n    expect(res.shape).toEqual([1, 2, 2, 1]);\n    expectArraysClose(await res.data(), [1, 2, 3, 4]);\n  });\n\n  it('gradients,  input shape=[4, 2, 2], block shape=[2]', async () => {\n    const t = tf.tensor(\n        [-61, 37, -68, 72, 31, 62, 0, -13, 28, 54, 96, 44, -55, -64, -88, -94],\n        [4, 2, 2]);\n    const blockShape = [2];\n    const crops = [[0, 2]];\n    const dy = tf.tensor([.01, .02, .03, .04, .05, .06, .07, .08], [2, 2, 2]);\n\n    const gradient =\n        tf.grad(t => tf.batchToSpaceND(t, blockShape, crops))(t, dy);\n    expect(gradient.shape).toEqual([4, 2, 2]);\n    expectArraysClose(await gradient.data(), [\n      0.01, 0.02, 0, 0, 0.05, 0.06, 0, 0, 0.03, 0.04, 0, 0, 0.07, 0.08, 0, 0\n    ]);\n  });\n\n  it('gradients, input shape=[4, 2, 2, 1], block shape=[2, 2]', async () => {\n    const t = tf.tensor4d(\n        [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16], [4, 2, 2, 1]);\n    const blockShape = [2, 2];\n    const crops = [[0, 0], [0, 0]];\n    const dy = tf.tensor(\n        [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16], [1, 4, 4, 1]);\n\n    const gradient =\n        tf.grad(t => tf.batchToSpaceND(t, blockShape, crops))(t, dy);\n    expect(gradient.shape).toEqual([4, 2, 2, 1]);\n    expectArraysClose(\n        await gradient.data(),\n        [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16]);\n  });\n\n  it('gradient with clones, input=[4, 2, 2, 1], block shape=[2, 2]',\n     async () => {\n       const t = tf.tensor4d(\n           [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16],\n           [4, 2, 2, 1]);\n       const blockShape = [2, 2];\n       const crops = [[0, 0], [0, 0]];\n       const dy = tf.tensor(\n           [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16],\n           [1, 4, 4, 1]);\n\n       const gradient = tf.grad(\n           t => tf.batchToSpaceND(t.clone(), blockShape, crops).clone())(t, dy);\n       expect(gradient.shape).toEqual([4, 2, 2, 1]);\n       expectArraysClose(\n           await gradient.data(),\n           [1, 3, 9, 11, 2, 4, 10, 12, 5, 7, 13, 15, 6, 8, 14, 16]);\n     });\n});\n"]}