/** * @license * Copyright 2022 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, expectArraysEqual } from '../test_util'; async function runRaggedGather(indicesShape, indices, paramsNestedSplits, paramsDenseValuesShape, paramsDenseValues) { const paramsRaggedRank = paramsNestedSplits.length; const numSplits = paramsRaggedRank + indicesShape.length - 1; const paramsNestedSplitsTensors = paramsNestedSplits.map(values => tf.tensor1d(values, 'int32')); const paramsDenseValuesTensor = tf.tensor(paramsDenseValues, paramsDenseValuesShape); const indicesTensor = tf.tensor(indices, indicesShape, 'int32'); const output = tf.raggedGather(paramsNestedSplitsTensors, paramsDenseValuesTensor, indicesTensor, numSplits); tf.dispose(paramsNestedSplitsTensors); tf.dispose([paramsDenseValuesTensor, indicesTensor]); expect(output.outputDenseValues.dtype).toEqual('float32'); output.outputNestedSplits.forEach(splits => { expect(splits.dtype).toEqual('int32'); expect(splits.shape.length).toEqual(1); }); return { outputDenseValues: await output.outputDenseValues.data(), outputDenseValuesShape: output.outputDenseValues.shape, outputNestedSplits: await Promise.all(output.outputNestedSplits.map(splits => splits.data())), tensors: output.outputNestedSplits.concat([output.outputDenseValues]) }; } describeWithFlags('raggedGather ', ALL_ENVS, () => { it('RaggedGather', async () => { const result = await runRaggedGather([4], [2, 1, 0, 3], [[0, 3, 3, 7, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9]); expect(result.outputNestedSplits.length).toEqual(1); expectArraysClose(result.outputNestedSplits[0], [0, 4, 4, 7, 9]); expectArraysClose(result.outputDenseValues, [.4, .5, .6, .7, .1, .2, .3, .8, .9]); expectArraysEqual(result.outputDenseValuesShape, [9]); }); it('RaggedGather3DParams', async () => { const result = await runRaggedGather([5], [2, 1, 0, 2, 3], [[0, 1, 3, 3, 5, 6], [0, 0, 2, 3, 5, 8, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9]); expect(result.outputNestedSplits.length).toEqual(2); expectArraysClose(result.outputNestedSplits[0], [0, 0, 2, 3, 3, 5]); expectArraysClose(result.outputNestedSplits[1], [0, 2, 3, 3, 5, 8]); expectArraysClose(result.outputDenseValues, [.1, .2, .3, .4, .5, .6, .7, .8]); expectArraysEqual(result.outputDenseValuesShape, [8]); }); it('RaggedGather4DParams', async () => { const result = await runRaggedGather([4], [2, 1, 0, 2], [[0, 1, 3, 3], [0, 0, 3, 4]], [4, 2], [1, 2, 3, 4, 5, 6, 7, 8]); expect(result.outputNestedSplits.length).toEqual(2); expectArraysClose(result.outputNestedSplits[0], [0, 0, 2, 3, 3]); expectArraysClose(result.outputNestedSplits[1], [0, 3, 4, 4]); expectArraysClose(result.outputDenseValues, [1, 2, 3, 4, 5, 6, 7, 8]); expectArraysEqual(result.outputDenseValuesShape, [4, 2]); }); it('RaggedGather2DIndices', async () => { const result = await runRaggedGather([2, 2], [2, 1, 0, 3], [[0, 3, 3, 7, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9]); expect(result.outputNestedSplits.length).toEqual(2); expectArraysClose(result.outputNestedSplits[0], [0, 2, 4]); expectArraysClose(result.outputNestedSplits[1], [0, 4, 4, 7, 9]); expectArraysClose(result.outputDenseValues, [.4, .5, .6, .7, .1, .2, .3, .8, .9]); expectArraysEqual(result.outputDenseValuesShape, [9]); }); it('RaggedGatherScalarIndices', async () => { const result = await runRaggedGather([], [2], [[0, 3, 3, 7, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9]); expect(result.outputNestedSplits.length).toEqual(0); expectArraysClose(result.outputDenseValues, [.4, .5, .6, .7]); expectArraysEqual(result.outputDenseValuesShape, [4]); }); it('OutOfBounds', async () => { await expectAsync(runRaggedGather([2], [2, 10], [[0, 3, 3, 7, 9]], [9], [ .1, .2, .3, .4, .5, .6, .7, .8, .9 ])).toBeRejectedWithError('indices[1] = 10 is not in [0, 4)'); }); it('InvalidSplitsNotSorted', async () => { await expectAsync(runRaggedGather([2], [0, 2], [[0, 3, 5, 2, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9])) .toBeRejectedWithError('Ragged splits must be sorted in ascending order'); }); it('InvalidSplitsNegative', async () => { await expectAsync(runRaggedGather([2], [0, 2], [[-1, 3, 2, 7, 9]], [9], [ .1, .2, .3, .4, .5, .6, .7, .8, .9 ])).toBeRejectedWithError('Ragged splits must be non-negative'); }); it('InvalidSplitsEmpty', async () => { await expectAsync(runRaggedGather([0], [], [[]], [0], [])) .toBeRejectedWithError('Ragged splits may not be empty'); }); it('InvalidSplitsTooBig', async () => { await expectAsync(runRaggedGather([2], [0, 2], [[0, 20, 40, 80, 100]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9])) .toBeRejectedWithError('Ragged splits must not point past values'); }); it('BadValuesShape', async () => { await expectAsync(runRaggedGather([0], [], [[0]], [], [.1])) .toBeRejectedWithError('params.rank must be nonzero'); }); it('does not have memory leak.', async () => { const beforeDataIds = tf.engine().backend.numDataIds(); const result = await runRaggedGather([4], [2, 1, 0, 3], [[0, 3, 3, 7, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9]); const afterResDataIds = tf.engine().backend.numDataIds(); expect(afterResDataIds).toEqual(beforeDataIds + 2); result.tensors.map(tensor => tensor.dispose()); const afterDisposeDataIds = tf.engine().backend.numDataIds(); expect(afterDisposeDataIds).toEqual(beforeDataIds); }); }); 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* @license\n * Copyright 2022 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, expectArraysEqual} from '../test_util';\n\nasync function runRaggedGather(\n    indicesShape: number[], indices: number[], paramsNestedSplits: number[][],\n    paramsDenseValuesShape: number[], paramsDenseValues: number[]) {\n  const paramsRaggedRank = paramsNestedSplits.length;\n  const numSplits = paramsRaggedRank + indicesShape.length - 1;\n\n  const paramsNestedSplitsTensors =\n      paramsNestedSplits.map(values => tf.tensor1d(values, 'int32'));\n  const paramsDenseValuesTensor =\n      tf.tensor(paramsDenseValues, paramsDenseValuesShape);\n  const indicesTensor = tf.tensor(indices, indicesShape, 'int32');\n\n  const output = tf.raggedGather(\n      paramsNestedSplitsTensors, paramsDenseValuesTensor, indicesTensor,\n      numSplits);\n\n  tf.dispose(paramsNestedSplitsTensors);\n  tf.dispose([paramsDenseValuesTensor, indicesTensor]);\n\n  expect(output.outputDenseValues.dtype).toEqual('float32');\n\n  output.outputNestedSplits.forEach(splits => {\n    expect(splits.dtype).toEqual('int32');\n    expect(splits.shape.length).toEqual(1);\n  });\n\n  return {\n    outputDenseValues: await output.outputDenseValues.data(),\n    outputDenseValuesShape: output.outputDenseValues.shape,\n    outputNestedSplits: await Promise.all(\n        output.outputNestedSplits.map(splits => splits.data())),\n    tensors: output.outputNestedSplits.concat([output.outputDenseValues])\n  };\n}\n\ndescribeWithFlags('raggedGather ', ALL_ENVS, () => {\n  it('RaggedGather', async () => {\n    const result = await runRaggedGather(\n        [4], [2, 1, 0, 3], [[0, 3, 3, 7, 9]], [9],\n        [.1, .2, .3, .4, .5, .6, .7, .8, .9]);\n\n    expect(result.outputNestedSplits.length).toEqual(1);\n    expectArraysClose(result.outputNestedSplits[0], [0, 4, 4, 7, 9]);\n\n    expectArraysClose(\n        result.outputDenseValues, [.4, .5, .6, .7, .1, .2, .3, .8, .9]);\n    expectArraysEqual(result.outputDenseValuesShape, [9]);\n  });\n\n  it('RaggedGather3DParams', async () => {\n    const result = await runRaggedGather(\n        [5], [2, 1, 0, 2, 3], [[0, 1, 3, 3, 5, 6], [0, 0, 2, 3, 5, 8, 9]], [9],\n        [.1, .2, .3, .4, .5, .6, .7, .8, .9]);\n\n    expect(result.outputNestedSplits.length).toEqual(2);\n    expectArraysClose(result.outputNestedSplits[0], [0, 0, 2, 3, 3, 5]);\n    expectArraysClose(result.outputNestedSplits[1], [0, 2, 3, 3, 5, 8]);\n\n    expectArraysClose(\n        result.outputDenseValues, [.1, .2, .3, .4, .5, .6, .7, .8]);\n    expectArraysEqual(result.outputDenseValuesShape, [8]);\n  });\n\n  it('RaggedGather4DParams', async () => {\n    const result = await runRaggedGather(\n        [4], [2, 1, 0, 2], [[0, 1, 3, 3], [0, 0, 3, 4]], [4, 2],\n        [1, 2, 3, 4, 5, 6, 7, 8]);\n\n    expect(result.outputNestedSplits.length).toEqual(2);\n    expectArraysClose(result.outputNestedSplits[0], [0, 0, 2, 3, 3]);\n    expectArraysClose(result.outputNestedSplits[1], [0, 3, 4, 4]);\n\n    expectArraysClose(result.outputDenseValues, [1, 2, 3, 4, 5, 6, 7, 8]);\n    expectArraysEqual(result.outputDenseValuesShape, [4, 2]);\n  });\n\n  it('RaggedGather2DIndices', async () => {\n    const result = await runRaggedGather(\n        [2, 2], [2, 1, 0, 3], [[0, 3, 3, 7, 9]], [9],\n        [.1, .2, .3, .4, .5, .6, .7, .8, .9]);\n\n    expect(result.outputNestedSplits.length).toEqual(2);\n    expectArraysClose(result.outputNestedSplits[0], [0, 2, 4]);\n    expectArraysClose(result.outputNestedSplits[1], [0, 4, 4, 7, 9]);\n\n    expectArraysClose(\n        result.outputDenseValues, [.4, .5, .6, .7, .1, .2, .3, .8, .9]);\n    expectArraysEqual(result.outputDenseValuesShape, [9]);\n  });\n\n  it('RaggedGatherScalarIndices', async () => {\n    const result = await runRaggedGather(\n        [], [2], [[0, 3, 3, 7, 9]], [9], [.1, .2, .3, .4, .5, .6, .7, .8, .9]);\n\n    expect(result.outputNestedSplits.length).toEqual(0);\n\n    expectArraysClose(result.outputDenseValues, [.4, .5, .6, .7]);\n    expectArraysEqual(result.outputDenseValuesShape, [4]);\n  });\n\n  it('OutOfBounds', async () => {\n    await expectAsync(runRaggedGather([2], [2, 10], [[0, 3, 3, 7, 9]], [9], [\n      .1, .2, .3, .4, .5, .6, .7, .8, .9\n    ])).toBeRejectedWithError('indices[1] = 10 is not in [0, 4)');\n  });\n\n  it('InvalidSplitsNotSorted', async () => {\n    await expectAsync(runRaggedGather(\n                          [2], [0, 2], [[0, 3, 5, 2, 9]], [9],\n                          [.1, .2, .3, .4, .5, .6, .7, .8, .9]))\n        .toBeRejectedWithError(\n            'Ragged splits must be sorted in ascending order');\n  });\n\n  it('InvalidSplitsNegative', async () => {\n    await expectAsync(runRaggedGather([2], [0, 2], [[-1, 3, 2, 7, 9]], [9], [\n      .1, .2, .3, .4, .5, .6, .7, .8, .9\n    ])).toBeRejectedWithError('Ragged splits must be non-negative');\n  });\n\n  it('InvalidSplitsEmpty', async () => {\n    await expectAsync(runRaggedGather([0], [], [[]], [0], []))\n        .toBeRejectedWithError('Ragged splits may not be empty');\n  });\n\n  it('InvalidSplitsTooBig', async () => {\n    await expectAsync(runRaggedGather(\n                          [2], [0, 2], [[0, 20, 40, 80, 100]], [9],\n                          [.1, .2, .3, .4, .5, .6, .7, .8, .9]))\n        .toBeRejectedWithError('Ragged splits must not point past values');\n  });\n\n  it('BadValuesShape', async () => {\n    await expectAsync(runRaggedGather([0], [], [[0]], [], [.1]))\n        .toBeRejectedWithError('params.rank must be nonzero');\n  });\n\n  it('does not have memory leak.', async () => {\n    const beforeDataIds = tf.engine().backend.numDataIds();\n\n    const result = await runRaggedGather(\n        [4], [2, 1, 0, 3], [[0, 3, 3, 7, 9]], [9],\n        [.1, .2, .3, .4, .5, .6, .7, .8, .9]);\n\n    const afterResDataIds = tf.engine().backend.numDataIds();\n    expect(afterResDataIds).toEqual(beforeDataIds + 2);\n\n    result.tensors.map(tensor => tensor.dispose());\n\n    const afterDisposeDataIds = tf.engine().backend.numDataIds();\n    expect(afterDisposeDataIds).toEqual(beforeDataIds);\n  });\n});\n"]}