pytorch/test/test_quantization.py
Supriya Rao 74089a0d34 [quant][refactor tests] Move quantization tests into subfolders (#59007)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/59007

Create folders for each test category and move the tests.
Will follow-up with a cleanup of test_quantization.py

Test Plan:
python test/test_quantization.py

Imported from OSS

Reviewed By: HDCharles

Differential Revision: D28718742

fbshipit-source-id: 4c2dbbf36db35d289df9708565b7e88e2381ff04
2021-05-26 23:02:12 -07:00

96 lines
4.9 KiB
Python

# -*- coding: utf-8 -*-
from torch.testing._internal.common_utils import run_tests
# Quantized Tensor
from quantization.core.test_quantized_tensor import TestQuantizedTensor # noqa: F401
# Quantized Op
# TODO: merge test cases in quantization.test_quantized
from quantization.core.test_quantized_op import TestQuantizedOps # noqa: F401
from quantization.core.test_quantized_op import TestQNNPackOps # noqa: F401
from quantization.core.test_quantized_op import TestQuantizedLinear # noqa: F401
from quantization.core.test_quantized_op import TestQuantizedConv # noqa: F401
from quantization.core.test_quantized_op import TestDynamicQuantizedLinear # noqa: F401
from quantization.core.test_quantized_op import TestComparatorOps # noqa: F401
from quantization.core.test_quantized_op import TestPadding # noqa: F401
from quantization.core.test_quantized_op import TestQuantizedEmbeddingOps # noqa: F401
from quantization.core.test_quantized_op import TestDynamicQuantizedRNNOp # noqa: F401
from quantization.core.test_quantized_functional import TestQuantizedFunctionalOps # noqa: F401
from quantization.core.test_quantized_module import TestStaticQuantizedModule # noqa: F401
from quantization.core.test_quantized_module import TestDynamicQuantizedModule # noqa: F401
# Quantization specific fusion passes
from quantization.jit.test_fusion_passes import TestFusionPasses # noqa: F401
# Module
from quantization.core.test_workflow_module import TestFakeQuantize # noqa: F401
from quantization.core.test_workflow_module import TestObserver # noqa: F401
# TODO: merge with TestObserver
# TODO: some tests belong to test_quantize.py, e.g. test_record_observer
from quantization.core.test_workflow_module import TestRecordHistogramObserver # noqa: F401
from quantization.core.test_workflow_module import TestHistogramObserver # noqa: F401
from quantization.core.test_workflow_module import TestDistributed # noqa: F401
from quantization.core.test_workflow_ops import TestFakeQuantizeOps # noqa: F401
# Workflow
# 1. Eager mode post training quantization
from quantization.eager.test_quantize_eager_ptq import TestPostTrainingStatic # noqa: F401
from quantization.eager.test_quantize_eager_ptq import TestPostTrainingDynamic # noqa: F401
from quantization.eager.test_quantize_eager_ptq import TestEagerModeActivationOps # noqa: F401
from quantization.eager.test_quantize_eager_ptq import TestFunctionalModule # noqa: F401
from quantization.eager.test_quantize_eager_ptq import TestQuantizeONNXExport # noqa: F401
# Eager mode quantization aware training
from quantization.eager.test_quantize_eager_qat import TestQuantizationAwareTraining # noqa: F401
from quantization.eager.test_quantize_eager_qat import TestQATActivationOps # noqa: F401
from quantization.eager.test_quantize_eager_qat import TestConvBNQATModule # noqa: F401
# Eager mode fusion passes
from quantization.eager.test_fusion import TestFusion # noqa: F401
from quantization.eager.test_model_numerics import TestModelNumericsEager # noqa: F401
from quantization.jit.test_deprecated_jit_quant import TestDeprecatedJitQuantized # noqa: F401
# 2. Graph mode quantization
from quantization.jit.test_quantize_jit import TestQuantizeJit # noqa: F401
from quantization.jit.test_quantize_jit import TestQuantizeJitPasses # noqa: F401
from quantization.jit.test_quantize_jit import TestQuantizeJitOps # noqa: F401
from quantization.jit.test_quantize_jit import TestQuantizeDynamicJitPasses # noqa: F401
from quantization.jit.test_quantize_jit import TestQuantizeDynamicJitOps # noqa: F401
# 3. GraphModule based graph mode quantization
try:
from quantization.fx.test_quantize_fx import TestFuseFx # noqa: F401
from quantization.fx.test_quantize_fx import TestQuantizeFx # noqa: F401
from quantization.fx.test_quantize_fx import TestQuantizeFxOps # noqa: F401
from quantization.fx.test_quantize_fx import TestQuantizeFxModels # noqa: F401
except ImportError:
# In FBCode we separate FX out into a separate target for the sake of dev
# velocity. These are covered by a separate test target `quantization_fx`
pass
# Tooling: numeric_suite
from quantization.eager.test_numeric_suite_eager import TestEagerModeNumericSuite # noqa: F401
try:
from quantization.fx.test_numeric_suite_fx import TestFXGraphMatcher # noqa: F401
from quantization.fx.test_numeric_suite_fx import TestFXGraphMatcherModels # noqa: F401
from quantization.fx.test_numeric_suite_fx import TestFXNumericSuiteCoreAPIs # noqa: F401
from quantization.fx.test_numeric_suite_fx import TestFXNumericSuiteCoreAPIsModels # noqa: F401
except ImportError:
pass
# Backward Compatibility
from quantization.bc.test_backward_compatibility import TestSerialization # noqa: F401
# Equalization
from quantization.eager.test_equalize_eager import TestEqualizeEager # noqa: F401
# Bias Correction
from quantization.eager.test_bias_correction_eager import TestBiasCorrection # noqa: F401
if __name__ == '__main__':
run_tests()