/**
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* @license
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* Copyright 2020 Google LLC. All Rights Reserved.
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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* =============================================================================
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*/
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import * as tf from '../index';
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import { ALL_ENVS, describeWithFlags } from '../jasmine_util';
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import { expectArraysClose } from '../test_util';
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describeWithFlags('unstack', ALL_ENVS, () => {
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it('unstack by default', async () => {
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const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);
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const res = tf.unstack(x);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([4]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([4]);
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expectArraysClose(await res[1].data(), [5, 6, 7, 8]);
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});
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it('chain api', async () => {
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const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);
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const res = x.unstack();
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([4]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([4]);
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expectArraysClose(await res[1].data(), [5, 6, 7, 8]);
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});
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it('unstack with negative integer axis', async () => {
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const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);
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let res = tf.unstack(x, -1);
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expect(res.length).toEqual(4);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([2]);
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expectArraysClose(await res[0].data(), [1, 5]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([2]);
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expectArraysClose(await res[1].data(), [2, 6]);
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expect(res[2].rank).toEqual(1);
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expect(res[2].shape).toEqual([2]);
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expectArraysClose(await res[2].data(), [3, 7]);
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expect(res[3].rank).toEqual(1);
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expect(res[3].shape).toEqual([2]);
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expectArraysClose(await res[3].data(), [4, 8]);
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res = tf.unstack(x, -2);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([4]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([4]);
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expectArraysClose(await res[1].data(), [5, 6, 7, 8]);
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});
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it('unstack into 3 tensors', async () => {
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const x = tf.tensor2d([1, 2, 3, 4, 5, 6], [3, 2]);
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const res = tf.unstack(x, 0);
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expect(res.length).toEqual(3);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([2]);
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expectArraysClose(await res[0].data(), [1, 2]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([2]);
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expectArraysClose(await res[1].data(), [3, 4]);
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expect(res[2].rank).toEqual(1);
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expect(res[2].shape).toEqual([2]);
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expectArraysClose(await res[2].data(), [5, 6]);
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});
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it('unstack by axis=1', async () => {
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const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);
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const res = tf.unstack(x, 1);
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expect(res.length).toEqual(4);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([2]);
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expectArraysClose(await res[0].data(), [1, 5]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([2]);
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expectArraysClose(await res[1].data(), [2, 6]);
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expect(res[2].rank).toEqual(1);
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expect(res[2].shape).toEqual([2]);
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expectArraysClose(await res[2].data(), [3, 7]);
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expect(res[3].rank).toEqual(1);
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expect(res[3].shape).toEqual([2]);
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expectArraysClose(await res[3].data(), [4, 8]);
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});
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it('unstack rank 3 tensor', async () => {
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const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);
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const res = tf.unstack(x);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(2);
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expect(res[0].shape).toEqual([2, 2]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4]);
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expect(res[1].rank).toEqual(2);
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expect(res[1].shape).toEqual([2, 2]);
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expectArraysClose(await res[1].data(), [5, 6, 7, 8]);
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});
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it('unstack rank 3 tensor with axis=1', async () => {
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const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);
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const res = tf.unstack(x, 1);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(2);
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expect(res[0].shape).toEqual([2, 2]);
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expectArraysClose(await res[0].data(), [1, 2, 5, 6]);
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expect(res[1].rank).toEqual(2);
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expect(res[1].shape).toEqual([2, 2]);
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expectArraysClose(await res[1].data(), [3, 4, 7, 8]);
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});
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it('unstack rank 3 tensor with axis=2', async () => {
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const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);
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const res = tf.unstack(x, 2);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(2);
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expect(res[0].shape).toEqual([2, 2]);
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expectArraysClose(await res[0].data(), [1, 3, 5, 7]);
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expect(res[1].rank).toEqual(2);
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expect(res[1].shape).toEqual([2, 2]);
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expectArraysClose(await res[1].data(), [2, 4, 6, 8]);
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});
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it('unstack rank 4 tensor', async () => {
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const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);
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const res = tf.unstack(x);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(3);
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expect(res[0].shape).toEqual([2, 2, 1]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4]);
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expect(res[1].rank).toEqual(3);
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expect(res[1].shape).toEqual([2, 2, 1]);
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expectArraysClose(await res[1].data(), [5, 6, 7, 8]);
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});
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it('unstack rank 4 tensor with axis=1', async () => {
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const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);
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const res = tf.unstack(x, 1);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(3);
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expect(res[0].shape).toEqual([2, 2, 1]);
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expectArraysClose(await res[0].data(), [1, 2, 5, 6]);
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expect(res[1].rank).toEqual(3);
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expect(res[1].shape).toEqual([2, 2, 1]);
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expectArraysClose(await res[1].data(), [3, 4, 7, 8]);
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});
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it('unstack rank 4 tensor with axis=2', async () => {
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const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);
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const res = tf.unstack(x, 2);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(3);
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expect(res[0].shape).toEqual([2, 2, 1]);
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expectArraysClose(await res[0].data(), [1, 3, 5, 7]);
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expect(res[1].rank).toEqual(3);
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expect(res[1].shape).toEqual([2, 2, 1]);
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expectArraysClose(await res[1].data(), [2, 4, 6, 8]);
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});
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it('unstack rank 4 tensor with axis=3', async () => {
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const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);
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const res = tf.unstack(x, 3);
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expect(res.length).toEqual(1);
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expect(res[0].rank).toEqual(3);
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expect(res[0].shape).toEqual([2, 2, 2]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4, 5, 6, 7, 8]);
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});
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it('throws when passed a non-tensor', () => {
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expect(() => tf.unstack({}))
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.toThrowError(/Argument 'x' passed to 'unstack' must be a Tensor/);
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});
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it('throws when passed an invalid axis', () => {
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expect(() => {
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const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);
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tf.unstack(x, 3);
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}).toThrowError('Axis = 3 is not in [-2, 2)');
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expect(() => {
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const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);
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tf.unstack(x, 3);
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}).toThrowError('Axis = 3 is not in [-3, 3)');
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expect(() => {
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const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);
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tf.unstack(x, 5);
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}).toThrowError('Axis = 5 is not in [-4, 4)');
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});
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it('accepts a tensor-like object', async () => {
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const x = [[1, 2, 3, 4], [5, 6, 7, 8]];
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const res = tf.unstack(x);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([4]);
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expectArraysClose(await res[0].data(), [1, 2, 3, 4]);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([4]);
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expectArraysClose(await res[1].data(), [5, 6, 7, 8]);
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});
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it('accepts string', async () => {
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const x = [['one', 'two', 'three', 'four'], ['five', 'six', 'seven', 'eight']];
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const res = tf.unstack(x);
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expect(res.length).toEqual(2);
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expect(res[0].rank).toEqual(1);
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expect(res[0].shape).toEqual([4]);
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expectArraysClose(await res[0].data(), ['one', 'two', 'three', 'four']);
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expect(res[1].rank).toEqual(1);
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expect(res[1].shape).toEqual([4]);
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expectArraysClose(await res[1].data(), ['five', 'six', 'seven', 'eight']);
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});
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it('grad of unstack axis=0', async () => {
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const x = tf.tensor([[1, 2, 3], [4, 5, 6]]);
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const dx1 = tf.grad(x => tf.unstack(x)[0])(x);
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expect(dx1.shape).toEqual([2, 3]);
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expect(dx1.dtype).toBe('float32');
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expectArraysClose(await dx1.data(), [1, 1, 1, 0, 0, 0]);
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const dx2 = tf.grad(x => tf.unstack(x)[1])(x);
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expect(dx2.shape).toEqual([2, 3]);
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expect(dx2.dtype).toBe('float32');
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expectArraysClose(await dx2.data(), [0, 0, 0, 1, 1, 1]);
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});
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it('gradient with clones', async () => {
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const x = tf.tensor([[1, 2, 3], [4, 5, 6]]);
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const dx1 = tf.grad(x => tf.unstack(x.clone())[0].clone())(x);
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expect(dx1.shape).toEqual([2, 3]);
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expect(dx1.dtype).toBe('float32');
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expectArraysClose(await dx1.data(), [1, 1, 1, 0, 0, 0]);
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const dx2 = tf.grad(x => tf.unstack(x.clone())[1].clone())(x);
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expect(dx2.shape).toEqual([2, 3]);
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expect(dx2.dtype).toBe('float32');
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expectArraysClose(await dx2.data(), [0, 0, 0, 1, 1, 1]);
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});
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it('grad of unstack axis=1', async () => {
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const x = tf.tensor([[1, 2, 3], [4, 5, 6]]);
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const axis = 1;
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const dx1 = tf.grad(x => tf.unstack(x, axis)[0])(x);
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expect(dx1.shape).toEqual([2, 3]);
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expect(dx1.dtype).toBe('float32');
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expectArraysClose(await dx1.data(), [1, 0, 0, 1, 0, 0]);
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const dx2 = tf.grad(x => tf.unstack(x, axis)[1])(x);
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expect(dx2.shape).toEqual([2, 3]);
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expect(dx2.dtype).toBe('float32');
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expectArraysClose(await dx2.data(), [0, 1, 0, 0, 1, 0]);
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const dx3 = tf.grad(x => tf.unstack(x, axis)[2])(x);
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expect(dx3.shape).toEqual([2, 3]);
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expect(dx3.dtype).toBe('float32');
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expectArraysClose(await dx3.data(), [0, 0, 1, 0, 0, 1]);
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});
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});
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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('unstack', ALL_ENVS, () => {\n  it('unstack by default', async () => {\n    const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);\n    const res = tf.unstack(x);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([4]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([4]);\n    expectArraysClose(await res[1].data(), [5, 6, 7, 8]);\n  });\n\n  it('chain api', async () => {\n    const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);\n    const res = x.unstack();\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([4]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([4]);\n    expectArraysClose(await res[1].data(), [5, 6, 7, 8]);\n  });\n\n  it('unstack with negative integer axis', async () => {\n    const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);\n\n    let res = tf.unstack(x, -1);\n    expect(res.length).toEqual(4);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([2]);\n    expectArraysClose(await res[0].data(), [1, 5]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([2]);\n    expectArraysClose(await res[1].data(), [2, 6]);\n    expect(res[2].rank).toEqual(1);\n    expect(res[2].shape).toEqual([2]);\n    expectArraysClose(await res[2].data(), [3, 7]);\n    expect(res[3].rank).toEqual(1);\n    expect(res[3].shape).toEqual([2]);\n    expectArraysClose(await res[3].data(), [4, 8]);\n\n    res = tf.unstack(x, -2);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([4]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([4]);\n    expectArraysClose(await res[1].data(), [5, 6, 7, 8]);\n  });\n\n  it('unstack into 3 tensors', async () => {\n    const x = tf.tensor2d([1, 2, 3, 4, 5, 6], [3, 2]);\n    const res = tf.unstack(x, 0);\n    expect(res.length).toEqual(3);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([2]);\n    expectArraysClose(await res[0].data(), [1, 2]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([2]);\n    expectArraysClose(await res[1].data(), [3, 4]);\n    expect(res[2].rank).toEqual(1);\n    expect(res[2].shape).toEqual([2]);\n    expectArraysClose(await res[2].data(), [5, 6]);\n  });\n\n  it('unstack by axis=1', async () => {\n    const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);\n    const res = tf.unstack(x, 1);\n    expect(res.length).toEqual(4);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([2]);\n    expectArraysClose(await res[0].data(), [1, 5]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([2]);\n    expectArraysClose(await res[1].data(), [2, 6]);\n    expect(res[2].rank).toEqual(1);\n    expect(res[2].shape).toEqual([2]);\n    expectArraysClose(await res[2].data(), [3, 7]);\n    expect(res[3].rank).toEqual(1);\n    expect(res[3].shape).toEqual([2]);\n    expectArraysClose(await res[3].data(), [4, 8]);\n  });\n\n  it('unstack rank 3 tensor', async () => {\n    const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);\n    const res = tf.unstack(x);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(2);\n    expect(res[0].shape).toEqual([2, 2]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4]);\n    expect(res[1].rank).toEqual(2);\n    expect(res[1].shape).toEqual([2, 2]);\n    expectArraysClose(await res[1].data(), [5, 6, 7, 8]);\n  });\n\n  it('unstack rank 3 tensor with axis=1', async () => {\n    const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);\n    const res = tf.unstack(x, 1);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(2);\n    expect(res[0].shape).toEqual([2, 2]);\n    expectArraysClose(await res[0].data(), [1, 2, 5, 6]);\n    expect(res[1].rank).toEqual(2);\n    expect(res[1].shape).toEqual([2, 2]);\n    expectArraysClose(await res[1].data(), [3, 4, 7, 8]);\n  });\n\n  it('unstack rank 3 tensor with axis=2', async () => {\n    const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);\n    const res = tf.unstack(x, 2);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(2);\n    expect(res[0].shape).toEqual([2, 2]);\n    expectArraysClose(await res[0].data(), [1, 3, 5, 7]);\n    expect(res[1].rank).toEqual(2);\n    expect(res[1].shape).toEqual([2, 2]);\n    expectArraysClose(await res[1].data(), [2, 4, 6, 8]);\n  });\n\n  it('unstack rank 4 tensor', async () => {\n    const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);\n    const res = tf.unstack(x);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(3);\n    expect(res[0].shape).toEqual([2, 2, 1]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4]);\n    expect(res[1].rank).toEqual(3);\n    expect(res[1].shape).toEqual([2, 2, 1]);\n    expectArraysClose(await res[1].data(), [5, 6, 7, 8]);\n  });\n\n  it('unstack rank 4 tensor with axis=1', async () => {\n    const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);\n    const res = tf.unstack(x, 1);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(3);\n    expect(res[0].shape).toEqual([2, 2, 1]);\n    expectArraysClose(await res[0].data(), [1, 2, 5, 6]);\n    expect(res[1].rank).toEqual(3);\n    expect(res[1].shape).toEqual([2, 2, 1]);\n    expectArraysClose(await res[1].data(), [3, 4, 7, 8]);\n  });\n\n  it('unstack rank 4 tensor with axis=2', async () => {\n    const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);\n    const res = tf.unstack(x, 2);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(3);\n    expect(res[0].shape).toEqual([2, 2, 1]);\n    expectArraysClose(await res[0].data(), [1, 3, 5, 7]);\n    expect(res[1].rank).toEqual(3);\n    expect(res[1].shape).toEqual([2, 2, 1]);\n    expectArraysClose(await res[1].data(), [2, 4, 6, 8]);\n  });\n\n  it('unstack rank 4 tensor with axis=3', async () => {\n    const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);\n    const res = tf.unstack(x, 3);\n    expect(res.length).toEqual(1);\n    expect(res[0].rank).toEqual(3);\n    expect(res[0].shape).toEqual([2, 2, 2]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4, 5, 6, 7, 8]);\n  });\n\n  it('throws when passed a non-tensor', () => {\n    expect(() => tf.unstack({} as tf.Tensor))\n        .toThrowError(/Argument 'x' passed to 'unstack' must be a Tensor/);\n  });\n\n  it('throws when passed an invalid axis', () => {\n    expect(() => {\n      const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);\n      tf.unstack(x, 3);\n    }).toThrowError('Axis = 3 is not in [-2, 2)');\n    expect(() => {\n      const x = tf.tensor3d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2]);\n      tf.unstack(x, 3);\n    }).toThrowError('Axis = 3 is not in [-3, 3)');\n    expect(() => {\n      const x = tf.tensor4d([1, 2, 3, 4, 5, 6, 7, 8], [2, 2, 2, 1]);\n      tf.unstack(x, 5);\n    }).toThrowError('Axis = 5 is not in [-4, 4)');\n  });\n\n  it('accepts a tensor-like object', async () => {\n    const x = [[1, 2, 3, 4], [5, 6, 7, 8]];\n    const res = tf.unstack(x);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([4]);\n    expectArraysClose(await res[0].data(), [1, 2, 3, 4]);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([4]);\n    expectArraysClose(await res[1].data(), [5, 6, 7, 8]);\n  });\n\n  it('accepts string', async () => {\n    const x =\n        [['one', 'two', 'three', 'four'], ['five', 'six', 'seven', 'eight']];\n    const res = tf.unstack(x);\n    expect(res.length).toEqual(2);\n    expect(res[0].rank).toEqual(1);\n    expect(res[0].shape).toEqual([4]);\n    expectArraysClose(await res[0].data(), ['one', 'two', 'three', 'four']);\n    expect(res[1].rank).toEqual(1);\n    expect(res[1].shape).toEqual([4]);\n    expectArraysClose(await res[1].data(), ['five', 'six', 'seven', 'eight']);\n  });\n\n  it('grad of unstack axis=0', async () => {\n    const x = tf.tensor([[1, 2, 3], [4, 5, 6]]);\n    const dx1 = tf.grad(x => tf.unstack(x)[0])(x);\n    expect(dx1.shape).toEqual([2, 3]);\n    expect(dx1.dtype).toBe('float32');\n    expectArraysClose(await dx1.data(), [1, 1, 1, 0, 0, 0]);\n\n    const dx2 = tf.grad(x => tf.unstack(x)[1])(x);\n    expect(dx2.shape).toEqual([2, 3]);\n    expect(dx2.dtype).toBe('float32');\n    expectArraysClose(await dx2.data(), [0, 0, 0, 1, 1, 1]);\n  });\n\n  it('gradient with clones', async () => {\n    const x = tf.tensor([[1, 2, 3], [4, 5, 6]]);\n    const dx1 = tf.grad(x => tf.unstack(x.clone())[0].clone())(x);\n    expect(dx1.shape).toEqual([2, 3]);\n    expect(dx1.dtype).toBe('float32');\n    expectArraysClose(await dx1.data(), [1, 1, 1, 0, 0, 0]);\n\n    const dx2 = tf.grad(x => tf.unstack(x.clone())[1].clone())(x);\n    expect(dx2.shape).toEqual([2, 3]);\n    expect(dx2.dtype).toBe('float32');\n    expectArraysClose(await dx2.data(), [0, 0, 0, 1, 1, 1]);\n  });\n\n  it('grad of unstack axis=1', async () => {\n    const x = tf.tensor([[1, 2, 3], [4, 5, 6]]);\n    const axis = 1;\n    const dx1 = tf.grad(x => tf.unstack(x, axis)[0])(x);\n    expect(dx1.shape).toEqual([2, 3]);\n    expect(dx1.dtype).toBe('float32');\n    expectArraysClose(await dx1.data(), [1, 0, 0, 1, 0, 0]);\n\n    const dx2 = tf.grad(x => tf.unstack(x, axis)[1])(x);\n    expect(dx2.shape).toEqual([2, 3]);\n    expect(dx2.dtype).toBe('float32');\n    expectArraysClose(await dx2.data(), [0, 1, 0, 0, 1, 0]);\n\n    const dx3 = tf.grad(x => tf.unstack(x, axis)[2])(x);\n    expect(dx3.shape).toEqual([2, 3]);\n    expect(dx3.dtype).toBe('float32');\n    expectArraysClose(await dx3.data(), [0, 0, 1, 0, 0, 1]);\n  });\n});\n"]}
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