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| /**
| * @license
| * Copyright 2020 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('mirrorPad', ALL_ENVS, () => {
| it('MirrorPad tensor1d', async () => {
| const a = tf.tensor1d([1, 2, 3], 'int32');
| let b = tf.mirrorPad(a, [[2, 2]], 'reflect');
| expectArraysClose(await b.data(), [3, 2, 1, 2, 3, 2, 1]);
| expect(b.shape).toEqual([7]);
| b = tf.mirrorPad(a, [[2, 2]], 'symmetric');
| expectArraysClose(await b.data(), [2, 1, 1, 2, 3, 3, 2]);
| expect(b.shape).toEqual([7]);
| });
| it('MirrorPad tensor2d', async () => {
| const a = tf.tensor2d([[1, 2, 3], [4, 5, 6]], [2, 3], 'int32');
| let b = tf.mirrorPad(a, [[1, 1], [1, 1]], 'reflect');
| // 5, 4, 5, 6, 5
| // 2, 1, 2, 3, 2
| // 5, 4, 5, 6, 5
| // 2, 1, 2, 3, 2
| expectArraysClose(await b.data(), [5, 4, 5, 6, 5, 2, 1, 2, 3, 2, 5, 4, 5, 6, 5, 2, 1, 2, 3, 2]);
| expect(b.shape).toEqual([4, 5]);
| b = tf.mirrorPad(a, [[1, 1], [1, 1]], 'symmetric');
| // 1, 1, 2, 3, 3
| // 1, 1, 2, 3, 3
| // 4, 4, 5, 6, 6
| // 4, 4, 5, 6, 6
| expectArraysClose(await b.data(), [1, 1, 2, 3, 3, 1, 1, 2, 3, 3, 4, 4, 5, 6, 6, 4, 4, 5, 6, 6]);
| expect(b.shape).toEqual([4, 5]);
| });
| it('MirrorPad tensor3d', async () => {
| const a = tf.tensor3d([[[1, 2]], [[3, 4]]], [2, 1, 2], 'int32');
| let b = tf.mirrorPad(a, [[1, 1], [0, 0], [1, 1]], 'reflect');
| // 4, 3, 4, 3
| // 2, 1, 2, 1
| // 4, 3, 4, 3
| // 2, 1, 2, 1
| expectArraysClose(await b.data(), [4, 3, 4, 3, 2, 1, 2, 1, 4, 3, 4, 3, 2, 1, 2, 1]);
| expect(b.shape).toEqual([4, 1, 4]);
| b = tf.mirrorPad(a, [[1, 1], [0, 0], [1, 1]], 'symmetric');
| // 1, 1, 2, 2
| // 1, 1, 2, 2
| // 3, 3, 4, 4
| // 3, 3, 4, 4
| expectArraysClose(await b.data(), [1, 1, 2, 2, 1, 1, 2, 2, 3, 3, 4, 4, 3, 3, 4, 4]);
| expect(b.shape).toEqual([4, 1, 4]);
| });
| it('MirrorPad tensor4d', async () => {
| const a = tf.tensor4d([[[[1, 2, 3, 4]]]], [1, 1, 1, 4], 'int32');
| let b = tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'reflect');
| let expected = tf.tensor4d([[[[2, 1, 2, 3, 4, 3]]]], [1, 1, 1, 6], 'int32');
| expectArraysClose(await b.data(), await expected.data());
| expect(b.dtype).toBe('int32');
| expect(b.shape).toEqual([1, 1, 1, 6]);
| b = tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'symmetric');
| expected = tf.tensor4d([[[[1, 1, 2, 3, 4, 4]]]], [1, 1, 1, 6], 'int32');
| expectArraysClose(await b.data(), await expected.data());
| expect(b.shape).toEqual([1, 1, 1, 6]);
| });
| it('throws when passed a non-tensor', () => {
| expect(() => tf.mirrorPad({}, [[0, 0]], 'reflect'))
| .toThrowError(/Argument 'x' passed to 'mirrorPad' must be a Tensor/);
| });
| it('does not leak memory', () => {
| const a = tf.tensor4d([[[[1, 2, 3, 4]]]], [1, 1, 1, 4], 'int32');
| // The first call to mirrorPad may create and keeps internal
| // singleton tensors. Subsequent calls should always create exactly
| // one new tensor.
| tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'reflect');
| // Count before real call.
| const numTensors = tf.memory().numTensors;
| tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'reflect');
| expect(tf.memory().numTensors).toEqual(numTensors + 1);
| });
| it('accepts a tensor-like object', async () => {
| const x = [[1, 2, 3], [4, 5, 6]];
| const res = tf.mirrorPad(x, [[1, 1], [1, 1]], 'reflect');
| // 5, 4, 5, 6, 5
| // 2, 1, 2, 3, 2
| // 5, 4, 5, 6, 5
| // 2, 1, 2, 3, 2
| expectArraysClose(await res.data(), [5, 4, 5, 6, 5, 2, 1, 2, 3, 2, 5, 4, 5, 6, 5, 2, 1, 2, 3, 2]);
| expect(res.shape).toEqual([4, 5]);
| });
| it('Should handle invalid paddings', () => {
| const a = tf.tensor1d([1, 2, 3, 4], 'int32');
| const f = () => {
| // tslint:disable-next-line:no-any
| tf.mirrorPad(a, [2, 2, 2], 'reflect');
| };
| expect(f).toThrowError();
| });
| it('Should handle paddings that are out of range', () => {
| const a = tf.tensor2d([[1, 2, 3], [4, 5, 6]], [2, 3], 'int32');
| let f = () => {
| // tslint:disable-next-line:no-any
| tf.mirrorPad(a, [[4, 1], [1, 1]], 'reflect');
| };
| expect(f).toThrowError();
| f = () => {
| // tslint:disable-next-line:no-any
| tf.mirrorPad(a, [[-1, 1], [1, 1]], 'reflect');
| };
| expect(f).toThrowError();
| f = () => {
| // tslint:disable-next-line:no-any
| tf.mirrorPad(a, [[2, 1], [1, 1]], 'reflect');
| };
| expect(f).toThrowError();
| f = () => {
| // tslint:disable-next-line:no-any
| tf.mirrorPad(a, [[3, 1], [1, 1]], 'symmetric');
| };
| expect(f).toThrowError();
| });
| it('Should handle NaNs', async () => {
| const a = tf.tensor2d([[1, NaN], [1, NaN]], [2, 2]);
| const b = tf.mirrorPad(a, [[1, 1], [1, 1]], 'reflect');
| // NaN, 1, NaN, 1
| // NaN, 1, NaN, 1
| // NaN, 1, NaN, 1
| // NaN, 1, NaN, 1
| expectArraysClose(await b.data(), [NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1]);
| expect(b.shape).toEqual([4, 4]);
| });
| it('grad', async () => {
| const a = tf.tensor1d([1, 2, 3]);
| const dy = tf.tensor1d([10, 20, 30, 40, 50, 60]);
| const da = tf.grad((a) => tf.mirrorPad(a, [[2, 1]], 'reflect'))(a, dy);
| expect(da.shape).toEqual([3]);
| expectArraysClose(await da.data(), [30, 40, 50]);
| });
| it('gradient with clones', async () => {
| const a = tf.tensor1d([1, 2, 3]);
| const dy = tf.tensor1d([10, 20, 30, 40, 50, 60]);
| const da = tf.grad((a) => tf.mirrorPad(a.clone(), [[2, 1]], 'reflect').clone())(a, dy);
| expect(da.shape).toEqual([3]);
| expectArraysClose(await da.data(), [30, 40, 50]);
| });
| });
| //# 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* @license\n * Copyright 2020 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('mirrorPad', ALL_ENVS, () => {\n  it('MirrorPad tensor1d', async () => {\n    const a = tf.tensor1d([1, 2, 3], 'int32');\n    let b = tf.mirrorPad(a, [[2, 2]], 'reflect');\n    expectArraysClose(await b.data(), [3, 2, 1, 2, 3, 2, 1]);\n    expect(b.shape).toEqual([7]);\n\n    b = tf.mirrorPad(a, [[2, 2]], 'symmetric');\n    expectArraysClose(await b.data(), [2, 1, 1, 2, 3, 3, 2]);\n    expect(b.shape).toEqual([7]);\n  });\n\n  it('MirrorPad tensor2d', async () => {\n    const a = tf.tensor2d([[1, 2, 3], [4, 5, 6]], [2, 3], 'int32');\n    let b = tf.mirrorPad(a, [[1, 1], [1, 1]], 'reflect');\n    // 5, 4, 5, 6, 5\n    // 2, 1, 2, 3, 2\n    // 5, 4, 5, 6, 5\n    // 2, 1, 2, 3, 2\n    expectArraysClose(\n        await b.data(),\n        [5, 4, 5, 6, 5, 2, 1, 2, 3, 2, 5, 4, 5, 6, 5, 2, 1, 2, 3, 2]);\n    expect(b.shape).toEqual([4, 5]);\n\n    b = tf.mirrorPad(a, [[1, 1], [1, 1]], 'symmetric');\n    // 1, 1, 2, 3, 3\n    // 1, 1, 2, 3, 3\n    // 4, 4, 5, 6, 6\n    // 4, 4, 5, 6, 6\n    expectArraysClose(\n        await b.data(),\n        [1, 1, 2, 3, 3, 1, 1, 2, 3, 3, 4, 4, 5, 6, 6, 4, 4, 5, 6, 6]);\n    expect(b.shape).toEqual([4, 5]);\n  });\n\n  it('MirrorPad tensor3d', async () => {\n    const a = tf.tensor3d([[[1, 2]], [[3, 4]]], [2, 1, 2], 'int32');\n    let b = tf.mirrorPad(a, [[1, 1], [0, 0], [1, 1]], 'reflect');\n    // 4, 3, 4, 3\n\n    // 2, 1, 2, 1\n\n    // 4, 3, 4, 3\n\n    // 2, 1, 2, 1\n    expectArraysClose(\n        await b.data(), [4, 3, 4, 3, 2, 1, 2, 1, 4, 3, 4, 3, 2, 1, 2, 1]);\n    expect(b.shape).toEqual([4, 1, 4]);\n\n    b = tf.mirrorPad(a, [[1, 1], [0, 0], [1, 1]], 'symmetric');\n    // 1, 1, 2, 2\n\n    // 1, 1, 2, 2\n\n    // 3, 3, 4, 4\n\n    // 3, 3, 4, 4\n    expectArraysClose(\n        await b.data(), [1, 1, 2, 2, 1, 1, 2, 2, 3, 3, 4, 4, 3, 3, 4, 4]);\n    expect(b.shape).toEqual([4, 1, 4]);\n  });\n\n  it('MirrorPad tensor4d', async () => {\n    const a = tf.tensor4d([[[[1, 2, 3, 4]]]], [1, 1, 1, 4], 'int32');\n    let b = tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'reflect');\n    let expected = tf.tensor4d([[[[2, 1, 2, 3, 4, 3]]]], [1, 1, 1, 6], 'int32');\n    expectArraysClose(await b.data(), await expected.data());\n    expect(b.dtype).toBe('int32');\n    expect(b.shape).toEqual([1, 1, 1, 6]);\n\n    b = tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'symmetric');\n    expected = tf.tensor4d([[[[1, 1, 2, 3, 4, 4]]]], [1, 1, 1, 6], 'int32');\n    expectArraysClose(await b.data(), await expected.data());\n    expect(b.shape).toEqual([1, 1, 1, 6]);\n  });\n\n  it('throws when passed a non-tensor', () => {\n    expect(() => tf.mirrorPad({} as tf.Tensor, [[0, 0]], 'reflect'))\n        .toThrowError(/Argument 'x' passed to 'mirrorPad' must be a Tensor/);\n  });\n\n  it('does not leak memory', () => {\n    const a = tf.tensor4d([[[[1, 2, 3, 4]]]], [1, 1, 1, 4], 'int32');\n    // The first call to mirrorPad may create and keeps internal\n    // singleton tensors. Subsequent calls should always create exactly\n    // one new tensor.\n    tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'reflect');\n    // Count before real call.\n    const numTensors = tf.memory().numTensors;\n    tf.mirrorPad(a, [[0, 0], [0, 0], [0, 0], [1, 1]], 'reflect');\n    expect(tf.memory().numTensors).toEqual(numTensors + 1);\n  });\n\n  it('accepts a tensor-like object', async () => {\n    const x = [[1, 2, 3], [4, 5, 6]];\n    const res = tf.mirrorPad(x, [[1, 1], [1, 1]], 'reflect');\n    // 5, 4, 5, 6, 5\n    // 2, 1, 2, 3, 2\n    // 5, 4, 5, 6, 5\n    // 2, 1, 2, 3, 2\n    expectArraysClose(\n        await res.data(),\n        [5, 4, 5, 6, 5, 2, 1, 2, 3, 2, 5, 4, 5, 6, 5, 2, 1, 2, 3, 2]);\n    expect(res.shape).toEqual([4, 5]);\n  });\n\n  it('Should handle invalid paddings', () => {\n    const a = tf.tensor1d([1, 2, 3, 4], 'int32');\n    const f = () => {\n      // tslint:disable-next-line:no-any\n      tf.mirrorPad(a, [2, 2, 2] as any, 'reflect');\n    };\n    expect(f).toThrowError();\n  });\n\n  it('Should handle paddings that are out of range', () => {\n    const a = tf.tensor2d([[1, 2, 3], [4, 5, 6]], [2, 3], 'int32');\n    let f = () => {\n      // tslint:disable-next-line:no-any\n      tf.mirrorPad(a, [[4, 1], [1, 1]], 'reflect');\n    };\n    expect(f).toThrowError();\n\n    f = () => {\n      // tslint:disable-next-line:no-any\n      tf.mirrorPad(a, [[-1, 1], [1, 1]], 'reflect');\n    };\n    expect(f).toThrowError();\n\n    f = () => {\n      // tslint:disable-next-line:no-any\n      tf.mirrorPad(a, [[2, 1], [1, 1]], 'reflect');\n    };\n    expect(f).toThrowError();\n\n    f = () => {\n      // tslint:disable-next-line:no-any\n      tf.mirrorPad(a, [[3, 1], [1, 1]], 'symmetric');\n    };\n    expect(f).toThrowError();\n  });\n\n  it('Should handle NaNs', async () => {\n    const a = tf.tensor2d([[1, NaN], [1, NaN]], [2, 2]);\n    const b = tf.mirrorPad(a, [[1, 1], [1, 1]], 'reflect');\n    // NaN, 1, NaN, 1\n    // NaN, 1, NaN, 1\n    // NaN, 1, NaN, 1\n    // NaN, 1, NaN, 1\n    expectArraysClose(\n        await b.data(),\n        [NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1, NaN, 1]);\n    expect(b.shape).toEqual([4, 4]);\n  });\n\n  it('grad', async () => {\n    const a = tf.tensor1d([1, 2, 3]);\n    const dy = tf.tensor1d([10, 20, 30, 40, 50, 60]);\n    const da = tf.grad(\n        (a: tf.Tensor1D) => tf.mirrorPad(a, [[2, 1]], 'reflect'))(a, dy);\n    expect(da.shape).toEqual([3]);\n    expectArraysClose(await da.data(), [30, 40, 50]);\n  });\n\n  it('gradient with clones', async () => {\n    const a = tf.tensor1d([1, 2, 3]);\n    const dy = tf.tensor1d([10, 20, 30, 40, 50, 60]);\n    const da = tf.grad(\n        (a: tf.Tensor1D) =>\n            tf.mirrorPad(a.clone(), [[2, 1]], 'reflect').clone())(a, dy);\n    expect(da.shape).toEqual([3]);\n    expectArraysClose(await da.data(), [30, 40, 50]);\n  });\n});\n"]}
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