/** * @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'; import * as selu_util from './selu_util'; describeWithFlags('selu', ALL_ENVS, () => { const scaleAlpha = selu_util.SELU_SCALEALPHA; const scale = selu_util.SELU_SCALE; it('calculate selu', async () => { const a = tf.tensor1d([1, -1, 0]); const result = tf.selu(a); expect(result.shape).toEqual(a.shape); expectArraysClose(await result.data(), [1.0507, -1.1113, 0]); }); it('selu propagates NaN', async () => { const a = tf.tensor1d([1, NaN]); const result = tf.selu(a); expect(result.shape).toEqual(a.shape); expectArraysClose(await result.data(), [1.0507, NaN]); }); it('gradients: Scalar', async () => { let aValue = 1; let dyValue = 1; let a = tf.scalar(aValue); let dy = tf.scalar(dyValue); let gradients = tf.grad(a => tf.selu(a))(a, dy); expect(gradients.shape).toEqual(a.shape); expect(gradients.dtype).toEqual('float32'); expectArraysClose(await gradients.data(), [dyValue * scale]); aValue = -1; dyValue = 2; a = tf.scalar(aValue); dy = tf.scalar(dyValue); gradients = tf.grad(a => tf.selu(a))(a, dy); expect(gradients.shape).toEqual(a.shape); expect(gradients.dtype).toEqual('float32'); expectArraysClose(await gradients.data(), [dyValue * scaleAlpha * Math.exp(aValue)]); }); it('gradient with clones', async () => { const aValue = 1; const dyValue = 1; const a = tf.scalar(aValue); const dy = tf.scalar(dyValue); const gradients = tf.grad(a => tf.selu(a.clone()).clone())(a, dy); expect(gradients.shape).toEqual(a.shape); expect(gradients.dtype).toEqual('float32'); expectArraysClose(await gradients.data(), [dyValue * scale]); }); it('gradients: Tensor1D', async () => { const aValues = [1, -1, 0]; const dyValues = [1, 2, 3]; const a = tf.tensor1d(aValues); const dy = tf.tensor1d(dyValues); const gradients = tf.grad(a => tf.selu(a))(a, dy); const expected = []; for (let i = 0; i < a.size; i++) { if (aValues[i] > 0) { expected[i] = dyValues[i] * scale; } else { expected[i] = dyValues[i] * scaleAlpha * Math.exp(aValues[i]); } } expect(gradients.shape).toEqual(a.shape); expect(gradients.dtype).toEqual('float32'); expectArraysClose(await gradients.data(), expected); }); it('gradients: Tensor2D', async () => { const aValues = [1, -1, 0, 0.5]; const dyValues = [1, 2, 3, 4]; const a = tf.tensor2d(aValues, [2, 2]); const dy = tf.tensor2d(dyValues, [2, 2]); const gradients = tf.grad(a => tf.selu(a))(a, dy); const expected = []; for (let i = 0; i < a.size; i++) { if (aValues[i] > 0) { expected[i] = dyValues[i] * scale; } else { expected[i] = dyValues[i] * scaleAlpha * Math.exp(aValues[i]); } } expect(gradients.shape).toEqual(a.shape); expect(gradients.dtype).toEqual('float32'); expectArraysClose(await gradients.data(), expected); }); it('throws when passed a non-tensor', () => { expect(() => tf.selu({})) .toThrowError(/Argument 'x' passed to 'selu' must be a Tensor/); }); it('accepts a tensor-like object', async () => { const result = tf.selu([1, -1, 0]); expect(result.shape).toEqual([3]); expectArraysClose(await result.data(), [1.0507, -1.1113, 0]); }); it('throws for string tensor', () => { expect(() => tf.selu('q')) .toThrowError(/Argument 'x' passed to 'selu' must be numeric/); }); }); //# 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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\nimport * as selu_util from './selu_util';\n\ndescribeWithFlags('selu', ALL_ENVS, () => {\n  const scaleAlpha = selu_util.SELU_SCALEALPHA;\n  const scale = selu_util.SELU_SCALE;\n\n  it('calculate selu', async () => {\n    const a = tf.tensor1d([1, -1, 0]);\n    const result = tf.selu(a);\n\n    expect(result.shape).toEqual(a.shape);\n    expectArraysClose(await result.data(), [1.0507, -1.1113, 0]);\n  });\n\n  it('selu propagates NaN', async () => {\n    const a = tf.tensor1d([1, NaN]);\n    const result = tf.selu(a);\n    expect(result.shape).toEqual(a.shape);\n    expectArraysClose(await result.data(), [1.0507, NaN]);\n  });\n\n  it('gradients: Scalar', async () => {\n    let aValue = 1;\n    let dyValue = 1;\n    let a = tf.scalar(aValue);\n    let dy = tf.scalar(dyValue);\n\n    let gradients = tf.grad(a => tf.selu(a))(a, dy);\n\n    expect(gradients.shape).toEqual(a.shape);\n    expect(gradients.dtype).toEqual('float32');\n    expectArraysClose(await gradients.data(), [dyValue * scale]);\n\n    aValue = -1;\n    dyValue = 2;\n    a = tf.scalar(aValue);\n    dy = tf.scalar(dyValue);\n\n    gradients = tf.grad(a => tf.selu(a))(a, dy);\n\n    expect(gradients.shape).toEqual(a.shape);\n    expect(gradients.dtype).toEqual('float32');\n    expectArraysClose(\n        await gradients.data(), [dyValue * scaleAlpha * Math.exp(aValue)]);\n  });\n\n  it('gradient with clones', async () => {\n    const aValue = 1;\n    const dyValue = 1;\n    const a = tf.scalar(aValue);\n    const dy = tf.scalar(dyValue);\n\n    const gradients = tf.grad(a => tf.selu(a.clone()).clone())(a, dy);\n\n    expect(gradients.shape).toEqual(a.shape);\n    expect(gradients.dtype).toEqual('float32');\n    expectArraysClose(await gradients.data(), [dyValue * scale]);\n  });\n\n  it('gradients: Tensor1D', async () => {\n    const aValues = [1, -1, 0];\n    const dyValues = [1, 2, 3];\n    const a = tf.tensor1d(aValues);\n    const dy = tf.tensor1d(dyValues);\n\n    const gradients = tf.grad(a => tf.selu(a))(a, dy);\n\n    const expected = [];\n    for (let i = 0; i < a.size; i++) {\n      if (aValues[i] > 0) {\n        expected[i] = dyValues[i] * scale;\n      } else {\n        expected[i] = dyValues[i] * scaleAlpha * Math.exp(aValues[i]);\n      }\n    }\n\n    expect(gradients.shape).toEqual(a.shape);\n    expect(gradients.dtype).toEqual('float32');\n    expectArraysClose(await gradients.data(), expected);\n  });\n\n  it('gradients: Tensor2D', async () => {\n    const aValues = [1, -1, 0, 0.5];\n    const dyValues = [1, 2, 3, 4];\n    const a = tf.tensor2d(aValues, [2, 2]);\n    const dy = tf.tensor2d(dyValues, [2, 2]);\n\n    const gradients = tf.grad(a => tf.selu(a))(a, dy);\n\n    const expected = [];\n    for (let i = 0; i < a.size; i++) {\n      if (aValues[i] > 0) {\n        expected[i] = dyValues[i] * scale;\n      } else {\n        expected[i] = dyValues[i] * scaleAlpha * Math.exp(aValues[i]);\n      }\n    }\n\n    expect(gradients.shape).toEqual(a.shape);\n    expect(gradients.dtype).toEqual('float32');\n    expectArraysClose(await gradients.data(), expected);\n  });\n\n  it('throws when passed a non-tensor', () => {\n    expect(() => tf.selu({} as tf.Tensor))\n        .toThrowError(/Argument 'x' passed to 'selu' must be a Tensor/);\n  });\n\n  it('accepts a tensor-like object', async () => {\n    const result = tf.selu([1, -1, 0]);\n    expect(result.shape).toEqual([3]);\n    expectArraysClose(await result.data(), [1.0507, -1.1113, 0]);\n  });\n\n  it('throws for string tensor', () => {\n    expect(() => tf.selu('q'))\n        .toThrowError(/Argument 'x' passed to 'selu' must be numeric/);\n  });\n});\n"]}