1 | /**
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2 | * @license
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3 | * Copyright 2020 Google LLC. All Rights Reserved.
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4 | * Licensed under the Apache License, Version 2.0 (the "License");
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5 | * you may not use this file except in compliance with the License.
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6 | * You may obtain a copy of the License at
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7 | *
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8 | * http://www.apache.org/licenses/LICENSE-2.0
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9 | *
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10 | * Unless required by applicable law or agreed to in writing, software
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11 | * distributed under the License is distributed on an "AS IS" BASIS,
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12 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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13 | * See the License for the specific language governing permissions and
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14 | * limitations under the License.
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15 | * =============================================================================
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16 | */
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17 | import * as tf from '../index';
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18 | import { ALL_ENVS, describeWithFlags } from '../jasmine_util';
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19 | import { expectArraysClose } from '../test_util';
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20 | describeWithFlags('slice2d', ALL_ENVS, () => {
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21 | it('slicing a 1x1 from a 1x1 returns a 1x1', () => {
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22 | const a = tf.tensor2d([0], [1, 1]);
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23 | const b = tf.slice2d(a, [0, 0], [1, 1]);
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24 | expect(b.shape).toEqual([1, 1]);
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25 | });
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26 | it('returns a tensor of slice size', () => {
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27 | const a = tf.zeros([100, 100]);
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28 | const b = tf.slice2d(a, [0, 0], [12, 34]);
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29 | expect(b.shape).toEqual([12, 34]);
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30 | });
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31 | it('returns the upper-left submatrix when begin is [0, 0]', async () => {
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32 | const a = tf.randomUniform([10, 10], -1, 1);
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33 | const b = tf.slice2d(a, [0, 0], [2, 2]);
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34 | const aValues = await a.data();
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35 | expectArraysClose(await b.data(), [aValues[0], aValues[1], aValues[10], aValues[11]]);
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36 | });
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37 | it('returns the rectangle specified', async () => {
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38 | const a = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [4, 3]);
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39 | const b = tf.slice2d(a, [1, 1], [3, 2]);
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40 | expectArraysClose(await b.data(), [5, 6, 8, 9, 11, 12]);
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41 | });
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42 | it('throws when requesting out of bounds slice', () => {
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43 | const a = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [4, 3]);
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44 | expect(() => tf.slice2d(a, [1, 1], [10, 10])).toThrowError();
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45 | });
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46 | it('grad', async () => {
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47 | const a = tf.tensor2d([[1, 2, 3], [4, 5, 6]]);
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48 | const dy = tf.tensor2d([[20], [50]]);
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49 | const da = tf.grad((x) => tf.slice2d(a, [0, 1], [2, 1]))(a, dy);
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50 | expect(da.shape).toEqual([2, 3]);
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51 | expectArraysClose(await da.data(), [0, 20, 0, 0, 50, 0]);
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52 | });
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53 | it('accepts a tensor-like object', () => {
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54 | const a = [[0]]; // 1x1
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55 | const b = tf.slice2d(a, [0, 0], [1, 1]);
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56 | expect(b.shape).toEqual([1, 1]);
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57 | });
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58 | it('slice an already sliced tensor, first was not continous', async () => {
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59 | const a = [
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60 | [1, 2, 3, 4],
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61 | [5, 6, 7, 8],
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62 | [9, 10, 11, 12],
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63 | ]; // 3x4.
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64 | const b = tf.slice(a, [0, 1]);
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65 | const c = tf.slice(b, [1, 1], [1, 1]);
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66 | expect(c.shape).toEqual([1, 1]);
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67 | expectArraysClose(await c.data(), [7]);
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68 | });
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69 | it('slice an already sliced tensor, first was continous', async () => {
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70 | const a = [
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71 | [1, 2, 3, 4],
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72 | [5, 6, 7, 8],
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73 | [9, 10, 11, 12],
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74 | ]; // 3x4.
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75 | const b = tf.slice(a, [1, 0]);
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76 | const c = tf.slice(b, [1, 0]);
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77 | expect(c.shape).toEqual([1, 4]);
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78 | expectArraysClose(await c.data(), [9, 10, 11, 12]);
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79 | });
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80 | it('slice an already sliced tensor and do async read', async () => {
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81 | const a = [
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82 | [1, 2, 3, 4],
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83 | [5, 6, 7, 8],
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84 | [9, 10, 11, 12],
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85 | ]; // 3x4.
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86 | const b = tf.slice(a, [0, 1]);
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87 | const c = tf.slice(b, [1, 1], [1, 1]);
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88 | expect(c.shape).toEqual([1, 1]);
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89 | expectArraysClose(await c.data(), new Float32Array([7]));
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90 | });
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91 | it('square a sliced texture, followed by non-sliced texture of same shape', async () => {
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92 | // Make a 2x3 tensor, upload to gpu and reshape to 3x2.
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93 | const input = tf.tensor([[1, 2, 3], [4, 5, 6]]).abs().as2D(3, 2);
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94 | const slicedInput = tf.slice(input, [0, 0], [3, 2]);
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95 | // First square program takes the sliced input.
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96 | const a = slicedInput.square();
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97 | expectArraysClose(await a.data(), [1, 4, 9, 16, 25, 36]);
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98 | // Second square program takes the non-sliced input.
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99 | const b = tf.square(input);
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100 | expectArraysClose(await b.data(), [1, 4, 9, 16, 25, 36]);
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101 | });
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102 | it('square a non-sliced texture, followed by a sliced texture of same shape', async () => {
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103 | // Make a 2x3 tensor, upload to gpu and reshape to 3x2.
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104 | const input = tf.tensor([[1, 2, 3], [4, 5, 6]]).abs().as2D(3, 2);
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105 | // Make a sliced version of the same tensor with the same shape.
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106 | const slicedInput = tf.slice(input, [0, 0], [3, 2]);
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107 | // First square program takes the non-sliced input.
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108 | const a = input.square();
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109 | expectArraysClose(await a.data(), [1, 4, 9, 16, 25, 36]);
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110 | // Second square program takes the sliced input.
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111 | const b = tf.square(slicedInput);
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112 | expectArraysClose(await b.data(), [1, 4, 9, 16, 25, 36]);
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113 | });
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114 | it('slice a tensor and do async read', async () => {
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115 | const a = [
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116 | [1, 2, 3, 4],
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117 | [5, 6, 7, 8],
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118 | [9, 10, 11, 12],
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119 | ]; // 3x4.
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120 | const b = tf.slice(a, [0, 1], [3, 2]);
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121 | expect(b.shape).toEqual([3, 2]);
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122 | const vals = await b.data();
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123 | expectArraysClose(vals, new Float32Array([2, 3, 6, 7, 10, 11]));
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124 | });
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125 | it('flatten a sliced tensor that was continuous in memory', async () => {
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126 | const a = [
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127 | [1, 2, 3, 4],
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128 | [5, 6, 7, 8],
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129 | [9, 10, 11, 12],
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130 | ]; // 3x4.
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131 | const b = tf.slice(a, [1, 0]).flatten();
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132 | expect(b.shape).toEqual([8]);
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133 | expectArraysClose(await b.data(), [5, 6, 7, 8, 9, 10, 11, 12]);
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134 | });
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135 | it('slice a tensor that was not continuous in memory', async () => {
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136 | const a = [
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137 | [1, 2, 3, 4],
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138 | [5, 6, 7, 8],
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139 | [9, 10, 11, 12],
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140 | ]; // 3x4.
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141 | const b = tf.slice(a, [0, 1]);
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142 | expect(b.shape).toEqual([3, 3]);
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143 | expectArraysClose(await b.data(), [2, 3, 4, 6, 7, 8, 10, 11, 12]);
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144 | });
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145 | it('flatten a sliced tensor that was not continuous in memory', async () => {
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146 | const a = [
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147 | [1, 2, 3, 4],
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148 | [5, 6, 7, 8],
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149 | [9, 10, 11, 12],
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150 | ]; // 3x4.
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151 | const b = tf.slice(a, [0, 1]).flatten();
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152 | expect(b.shape).toEqual([9]);
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153 | expectArraysClose(await b.data(), [2, 3, 4, 6, 7, 8, 10, 11, 12]);
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154 | });
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155 | it('flatten a sliced tensor not continuous in memory and run program', async () => {
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156 | const a = [
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157 | [1, 2, 3, 4],
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158 | [5, 6, 7, 8],
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159 | [9, 10, 11, 12],
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160 | ]; // 3x4.
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161 | const b = tf.slice(a, [0, 1]).flatten();
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162 | const c = tf.square(b);
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163 | expectArraysClose(await c.data(), [4, 9, 16, 36, 49, 64, 100, 121, 144]);
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164 | });
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165 | it('reshape a sliced 1d into a 2d tensor', async () => {
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166 | const a = [1, 2, 3, 4, 5];
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167 | const b = tf.slice(a, 1).as2D(2, 2);
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168 | expect(b.shape).toEqual([2, 2]);
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169 | expectArraysClose(await b.data(), [2, 3, 4, 5]);
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170 | });
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171 | it('reshape a sliced 1d into a 2d tensor and run program', async () => {
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172 | const a = [1, 2, 3, 4, 5];
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173 | const b = tf.slice(a, 1).as2D(2, 2).square();
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174 | expect(b.shape).toEqual([2, 2]);
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175 | expectArraysClose(await b.data(), [4, 9, 16, 25]);
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176 | });
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177 | it('broadcast the original with the sliced tensor', async () => {
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178 | const a = [[1, 2], [3, 4]];
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179 | const b = tf.slice(a, [0, 1]);
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180 | const c = tf.add(a, b);
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181 | expect(c.shape).toEqual([2, 2]);
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182 | expectArraysClose(await c.data(), [3, 4, 7, 8]);
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183 | });
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184 | it('zero-sized slice out of a non-zero sized tensor', async () => {
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185 | const a = tf.zeros([4, 2]);
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186 | const res = tf.slice(a, [0, 0], [0, 2]);
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187 | expect(res.shape).toEqual([0, 2]);
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188 | expectArraysClose(await res.data(), []);
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189 | });
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190 | it('zero-sized slice out of a zero-sized tensor', async () => {
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191 | const a = tf.zeros([0, 4]);
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192 | const res = tf.slice(a, [0, 1], [0, 3]);
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193 | expect(res.shape).toEqual([0, 3]);
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194 | expectArraysClose(await res.data(), []);
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195 | });
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196 | });
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197 | //# 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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';\nimport {Rank} from '../types';\n\ndescribeWithFlags('slice2d', ALL_ENVS, () => {\n  it('slicing a 1x1 from a 1x1 returns a 1x1', () => {\n    const a = tf.tensor2d([0], [1, 1]);\n    const b = tf.slice2d(a, [0, 0], [1, 1]);\n    expect(b.shape).toEqual([1, 1]);\n  });\n\n  it('returns a tensor of slice size', () => {\n    const a = tf.zeros<Rank.R2>([100, 100]);\n    const b = tf.slice2d(a, [0, 0], [12, 34]);\n    expect(b.shape).toEqual([12, 34]);\n  });\n\n  it('returns the upper-left submatrix when begin is [0, 0]', async () => {\n    const a = tf.randomUniform<Rank.R2>([10, 10], -1, 1);\n    const b = tf.slice2d(a, [0, 0], [2, 2]);\n    const aValues = await a.data();\n\n    expectArraysClose(\n        await b.data(), [aValues[0], aValues[1], aValues[10], aValues[11]]);\n  });\n\n  it('returns the rectangle specified', async () => {\n    const a = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [4, 3]);\n    const b = tf.slice2d(a, [1, 1], [3, 2]);\n\n    expectArraysClose(await b.data(), [5, 6, 8, 9, 11, 12]);\n  });\n\n  it('throws when requesting out of bounds slice', () => {\n    const a = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [4, 3]);\n    expect(() => tf.slice2d(a, [1, 1], [10, 10])).toThrowError();\n  });\n\n  it('grad', async () => {\n    const a = tf.tensor2d([[1, 2, 3], [4, 5, 6]]);\n    const dy = tf.tensor2d([[20], [50]]);\n    const da =\n        tf.grad((x: tf.Tensor2D) => tf.slice2d(a, [0, 1], [2, 1]))(a, dy);\n    expect(da.shape).toEqual([2, 3]);\n    expectArraysClose(await da.data(), [0, 20, 0, 0, 50, 0]);\n  });\n\n  it('accepts a tensor-like object', () => {\n    const a = [[0]];  // 1x1\n    const b = tf.slice2d(a, [0, 0], [1, 1]);\n    expect(b.shape).toEqual([1, 1]);\n  });\n\n  it('slice an already sliced tensor, first was not continous', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [0, 1]);\n    const c = tf.slice(b, [1, 1], [1, 1]);\n    expect(c.shape).toEqual([1, 1]);\n    expectArraysClose(await c.data(), [7]);\n  });\n\n  it('slice an already sliced tensor, first was continous', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [1, 0]);\n    const c = tf.slice(b, [1, 0]);\n    expect(c.shape).toEqual([1, 4]);\n    expectArraysClose(await c.data(), [9, 10, 11, 12]);\n  });\n\n  it('slice an already sliced tensor and do async read', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [0, 1]);\n    const c = tf.slice(b, [1, 1], [1, 1]);\n    expect(c.shape).toEqual([1, 1]);\n    expectArraysClose(await c.data(), new Float32Array([7]));\n  });\n\n  it('square a sliced texture, followed by non-sliced texture of same shape',\n     async () => {  // Tests collisions in the shader cache.\n       // Make a 2x3 tensor, upload to gpu and reshape to 3x2.\n       const input = tf.tensor([[1, 2, 3], [4, 5, 6]]).abs().as2D(3, 2);\n       const slicedInput = tf.slice(input, [0, 0], [3, 2]);\n       // First square program takes the sliced input.\n       const a = slicedInput.square();\n       expectArraysClose(await a.data(), [1, 4, 9, 16, 25, 36]);\n       // Second square program takes the non-sliced input.\n       const b = tf.square(input);\n       expectArraysClose(await b.data(), [1, 4, 9, 16, 25, 36]);\n     });\n\n  it('square a non-sliced texture, followed by a sliced texture of same shape',\n     async () => {  // Tests collisions in the shader cache.\n       // Make a 2x3 tensor, upload to gpu and reshape to 3x2.\n       const input = tf.tensor([[1, 2, 3], [4, 5, 6]]).abs().as2D(3, 2);\n       // Make a sliced version of the same tensor with the same shape.\n       const slicedInput = tf.slice(input, [0, 0], [3, 2]);\n       // First square program takes the non-sliced input.\n       const a = input.square();\n       expectArraysClose(await a.data(), [1, 4, 9, 16, 25, 36]);\n       // Second square program takes the sliced input.\n       const b = tf.square(slicedInput);\n       expectArraysClose(await b.data(), [1, 4, 9, 16, 25, 36]);\n     });\n\n  it('slice a tensor and do async read', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [0, 1], [3, 2]);\n    expect(b.shape).toEqual([3, 2]);\n    const vals = await b.data();\n    expectArraysClose(vals, new Float32Array([2, 3, 6, 7, 10, 11]));\n  });\n\n  it('flatten a sliced tensor that was continuous in memory', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [1, 0]).flatten();\n    expect(b.shape).toEqual([8]);\n    expectArraysClose(await b.data(), [5, 6, 7, 8, 9, 10, 11, 12]);\n  });\n\n  it('slice a tensor that was not continuous in memory', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [0, 1]);\n    expect(b.shape).toEqual([3, 3]);\n    expectArraysClose(await b.data(), [2, 3, 4, 6, 7, 8, 10, 11, 12]);\n  });\n\n  it('flatten a sliced tensor that was not continuous in memory', async () => {\n    const a = [\n      [1, 2, 3, 4],\n      [5, 6, 7, 8],\n      [9, 10, 11, 12],\n    ];  // 3x4.\n    const b = tf.slice(a, [0, 1]).flatten();\n    expect(b.shape).toEqual([9]);\n    expectArraysClose(await b.data(), [2, 3, 4, 6, 7, 8, 10, 11, 12]);\n  });\n\n  it('flatten a sliced tensor not continuous in memory and run program',\n     async () => {\n       const a = [\n         [1, 2, 3, 4],\n         [5, 6, 7, 8],\n         [9, 10, 11, 12],\n       ];  // 3x4.\n       const b = tf.slice(a, [0, 1]).flatten();\n       const c = tf.square(b);\n       expectArraysClose(await c.data(), [4, 9, 16, 36, 49, 64, 100, 121, 144]);\n     });\n\n  it('reshape a sliced 1d into a 2d tensor', async () => {\n    const a = [1, 2, 3, 4, 5];\n    const b = tf.slice(a, 1).as2D(2, 2);\n    expect(b.shape).toEqual([2, 2]);\n    expectArraysClose(await b.data(), [2, 3, 4, 5]);\n  });\n\n  it('reshape a sliced 1d into a 2d tensor and run program', async () => {\n    const a = [1, 2, 3, 4, 5];\n    const b = tf.slice(a, 1).as2D(2, 2).square();\n    expect(b.shape).toEqual([2, 2]);\n    expectArraysClose(await b.data(), [4, 9, 16, 25]);\n  });\n\n  it('broadcast the original with the sliced tensor', async () => {\n    const a = [[1, 2], [3, 4]];\n    const b = tf.slice(a, [0, 1]);\n    const c = tf.add(a, b);\n    expect(c.shape).toEqual([2, 2]);\n    expectArraysClose(await c.data(), [3, 4, 7, 8]);\n  });\n\n  it('zero-sized slice out of a non-zero sized tensor', async () => {\n    const a = tf.zeros([4, 2]);\n    const res = tf.slice(a, [0, 0], [0, 2]);\n    expect(res.shape).toEqual([0, 2]);\n    expectArraysClose(await res.data(), []);\n  });\n\n  it('zero-sized slice out of a zero-sized tensor', async () => {\n    const a = tf.zeros([0, 4]);\n    const res = tf.slice(a, [0, 1], [0, 3]);\n    expect(res.shape).toEqual([0, 3]);\n    expectArraysClose(await res.data(), []);\n  });\n});\n"]} |
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