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f41173b975
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/40076 Pull Request resolved: https://github.com/pytorch/glow/pull/4606 [PyPer][quant] Add quantized embedding operators to OSS. This is the first step in supporting Graph Mode Quantization for EmbeddingBag. At a high level, the next steps would be a) Implementation of Embedding prepack/unpack operators, b) Implementation of torch.nn.quantized.dynamic.EmbeddingBag Module, c) Implementation of torch.nn.quantized.EmbeddingBag Module, d) Implementation (modification) of IR passes to support graph quantization of EmbeddingBag module. More in-depth details regarding each step will be in the follow up diffs. Consider this as an initial diff that moves operators to respective places that's required for us to proceed. Test Plan: ```buck test mode/no-gpu caffe2/test:quantization -- --stress-runs 100 test_embedding_bag``` Reviewed By: supriyar Differential Revision: D21949828 fbshipit-source-id: cad5ed0a855db7583bddb1d93e2da398c128024a
70 lines
3.4 KiB
Python
70 lines
3.4 KiB
Python
# -*- coding: utf-8 -*-
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from torch.testing._internal.common_utils import run_tests
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# Quantized Tensor
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from quantization.test_quantized_tensor import TestQuantizedTensor # noqa: F401
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# Quantized Op
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# TODO: merge test cases in quantization.test_quantized
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from quantization.test_quantized_op import TestQuantizedOps # noqa: F401
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from quantization.test_quantized_op import TestQNNPackOps # noqa: F401
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from quantization.test_quantized_op import TestQuantizedLinear # noqa: F401
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from quantization.test_quantized_op import TestQuantizedConv # noqa: F401
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from quantization.test_quantized_op import TestDynamicQuantizedLinear # noqa: F401
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from quantization.test_quantized_op import TestComparatorOps # noqa: F401
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from quantization.test_quantized_op import TestPadding # noqa: F401
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from quantization.test_quantized_op import TestQuantizedEmbeddingBag # noqa: F401
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# Quantized Functional
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from quantization.test_quantized_functional import TestQuantizedFunctional # noqa: F401
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# Quantized Module
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from quantization.test_quantized_module import TestStaticQuantizedModule # noqa: F401
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from quantization.test_quantized_module import TestDynamicQuantizedModule # noqa: F401
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# Quantization Aware Training
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from quantization.test_qat_module import TestQATModule # noqa: F401
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# Quantization specific fusion passes
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from quantization.test_fusion_passes import TestFusionPasses # noqa: F401
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# Module
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# TODO: merge the fake quant per tensor and per channel test cases
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# TODO: some of the tests are actually operator tests, e.g. test_forward_per_tensor, and
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# should be moved to test_quantized_op
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from quantization.test_workflow_module import TestFakeQuantizePerTensor # noqa: F401
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from quantization.test_workflow_module import TestFakeQuantizePerChannel # noqa: F401
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from quantization.test_workflow_module import TestObserver # noqa: F401
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# TODO: merge with TestObserver
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# TODO: some tests belong to test_quantize.py, e.g. test_record_observer
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from quantization.test_workflow_module import TestRecordHistogramObserver # noqa: F401
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from quantization.test_workflow_module import TestDistributed # noqa: F401
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# Workflow
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# 1. Eager mode quantization
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from quantization.test_quantize import TestPostTrainingStatic # noqa: F401
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from quantization.test_quantize import TestPostTrainingDynamic # noqa: F401
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from quantization.test_quantize import TestQuantizationAwareTraining # noqa: F401
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# TODO: merge with other tests in test_quantize.py?
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from quantization.test_quantize import TestFunctionalModule # noqa: F401
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from quantization.test_quantize import TestFusion # noqa: F401
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from quantization.test_quantize import TestModelNumerics # noqa: F401
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from quantization.test_quantize import TestQuantizeONNXExport # noqa: F401
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from quantization.test_quantize import TestDeprecatedJitQuantized # noqa: F401
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# 2. Graph mode quantization
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from quantization.test_quantize_jit import TestQuantizeJit # noqa: F401
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from quantization.test_quantize_jit import TestQuantizeJitPasses # noqa: F401
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from quantization.test_quantize_jit import TestQuantizeJitOps # noqa: F401
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from quantization.test_quantize_jit import TestQuantizeDynamicJitPasses # noqa: F401
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from quantization.test_quantize_jit import TestQuantizeDynamicJitOps # noqaa: F401
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# Tooling: numric_suite
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from quantization.test_numeric_suite import TestEagerModeNumericSuite # noqa: F401
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# Backward Compatibility
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from quantization.test_backward_compatibility import TestSerialization # noqa: F401
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if __name__ == '__main__':
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run_tests()
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