/** * @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 { expectValuesInRange } from '../test_util'; const GAMMA_MIN = 0; const GAMMA_MAX = 40; describeWithFlags('randomGamma', ALL_ENVS, () => { it('should return a random 1D float32 array', async () => { const shape = [10]; // Ensure defaults to float32 w/o type: let result = tf.randomGamma(shape, 2, 2); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); result = tf.randomGamma(shape, 2, 2, 'float32'); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 1D int32 array', async () => { const shape = [10]; const result = tf.randomGamma(shape, 2, 2, 'int32'); expect(result.dtype).toBe('int32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 2D float32 array', async () => { const shape = [3, 4]; // Ensure defaults to float32 w/o type: let result = tf.randomGamma(shape, 2, 2); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); result = tf.randomGamma(shape, 2, 2, 'float32'); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 2D int32 array', async () => { const shape = [3, 4]; const result = tf.randomGamma(shape, 2, 2, 'int32'); expect(result.dtype).toBe('int32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 3D float32 array', async () => { const shape = [3, 4, 5]; // Ensure defaults to float32 w/o type: let result = tf.randomGamma(shape, 2, 2); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); result = tf.randomGamma(shape, 2, 2, 'float32'); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 3D int32 array', async () => { const shape = [3, 4, 5]; const result = tf.randomGamma(shape, 2, 2, 'int32'); expect(result.dtype).toBe('int32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 4D float32 array', async () => { const shape = [3, 4, 5, 6]; // Ensure defaults to float32 w/o type: let result = tf.randomGamma(shape, 2, 2); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); result = tf.randomGamma(shape, 2, 2, 'float32'); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 4D int32 array', async () => { const shape = [3, 4, 5, 6]; const result = tf.randomGamma(shape, 2, 2, 'int32'); expect(result.dtype).toBe('int32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 5D float32 array', async () => { const shape = [2, 3, 4, 5, 6]; // Ensure defaults to float32 w/o type: let result = tf.randomGamma(shape, 2, 2); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); result = tf.randomGamma(shape, 2, 2, 'float32'); expect(result.dtype).toBe('float32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should return a random 5D int32 array', async () => { const shape = [2, 3, 4, 5, 6]; const result = tf.randomGamma(shape, 2, 2, 'int32'); expect(result.dtype).toBe('int32'); expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX); }); it('should throw error when shape is not integer', () => { expect(() => tf.randomGamma([2, 2.22, 3.33], 2, 2)).toThrow(); }); }); //# 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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 {expectValuesInRange} from '../test_util';\n\nconst GAMMA_MIN = 0;\nconst GAMMA_MAX = 40;\n\ndescribeWithFlags('randomGamma', ALL_ENVS, () => {\n  it('should return a random 1D float32 array', async () => {\n    const shape: [number] = [10];\n\n    // Ensure defaults to float32 w/o type:\n    let result = tf.randomGamma(shape, 2, 2);\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n\n    result = tf.randomGamma(shape, 2, 2, 'float32');\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 1D int32 array', async () => {\n    const shape: [number] = [10];\n    const result = tf.randomGamma(shape, 2, 2, 'int32');\n    expect(result.dtype).toBe('int32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 2D float32 array', async () => {\n    const shape: [number, number] = [3, 4];\n\n    // Ensure defaults to float32 w/o type:\n    let result = tf.randomGamma(shape, 2, 2);\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n\n    result = tf.randomGamma(shape, 2, 2, 'float32');\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 2D int32 array', async () => {\n    const shape: [number, number] = [3, 4];\n    const result = tf.randomGamma(shape, 2, 2, 'int32');\n    expect(result.dtype).toBe('int32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 3D float32 array', async () => {\n    const shape: [number, number, number] = [3, 4, 5];\n\n    // Ensure defaults to float32 w/o type:\n    let result = tf.randomGamma(shape, 2, 2);\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n\n    result = tf.randomGamma(shape, 2, 2, 'float32');\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 3D int32 array', async () => {\n    const shape: [number, number, number] = [3, 4, 5];\n    const result = tf.randomGamma(shape, 2, 2, 'int32');\n    expect(result.dtype).toBe('int32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 4D float32 array', async () => {\n    const shape: [number, number, number, number] = [3, 4, 5, 6];\n\n    // Ensure defaults to float32 w/o type:\n    let result = tf.randomGamma(shape, 2, 2);\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n\n    result = tf.randomGamma(shape, 2, 2, 'float32');\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 4D int32 array', async () => {\n    const shape: [number, number, number, number] = [3, 4, 5, 6];\n    const result = tf.randomGamma(shape, 2, 2, 'int32');\n    expect(result.dtype).toBe('int32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 5D float32 array', async () => {\n    const shape: [number, number, number, number, number] = [2, 3, 4, 5, 6];\n\n    // Ensure defaults to float32 w/o type:\n    let result = tf.randomGamma(shape, 2, 2);\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n\n    result = tf.randomGamma(shape, 2, 2, 'float32');\n    expect(result.dtype).toBe('float32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should return a random 5D int32 array', async () => {\n    const shape: [number, number, number, number, number] = [2, 3, 4, 5, 6];\n    const result = tf.randomGamma(shape, 2, 2, 'int32');\n    expect(result.dtype).toBe('int32');\n    expectValuesInRange(await result.data(), GAMMA_MIN, GAMMA_MAX);\n  });\n\n  it('should throw error when shape is not integer', () => {\n    expect(() => tf.randomGamma([2, 2.22, 3.33], 2, 2)).toThrow();\n  });\n});\n"]}