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test_quantization.py
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test_quantization.py
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# -*- coding: utf-8 -*-
from torch.testing._internal.common_utils import run_tests
# Quantized Tensor
from quantization.test_quantized_tensor import TestQuantizedTensor # noqa: F401
# Quantized Op
# TODO: merge test cases in quantization.test_quantized
from quantization.test_quantized_op import TestQuantizedOps # noqa: F401
from quantization.test_quantized_op import TestQNNPackOps # noqa: F401
from quantization.test_quantized_op import TestQuantizedLinear # noqa: F401
from quantization.test_quantized_op import TestQuantizedConv # noqa: F401
from quantization.test_quantized_op import TestDynamicQuantizedLinear # noqa: F401
from quantization.test_quantized_op import TestComparatorOps # noqa: F401
from quantization.test_quantized_op import TestPadding # noqa: F401
from quantization.test_quantized_op import TestQuantizedEmbeddingOps # noqa: F401
from quantization.test_quantized_op import TestDynamicQuantizedRNNOp # noqa: F401
# Quantized Functional
from quantization.test_quantized_functional import TestQuantizedFunctional # noqa: F401
# Quantized Module
from quantization.test_quantized_module import TestStaticQuantizedModule # noqa: F401
from quantization.test_quantized_module import TestDynamicQuantizedModule # noqa: F401
# Quantization Aware Training
from quantization.test_qat_module import TestQATModule # noqa: F401
# Quantization specific fusion passes
from quantization.test_fusion_passes import TestFusionPasses # noqa: F401
# Module
# TODO: some of the tests are actually operator tests, e.g. test_forward_per_tensor, and
# should be moved to test_quantized_op
from quantization.test_workflow_module import TestFakeQuantize # noqa: F401
from quantization.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.test_workflow_module import TestRecordHistogramObserver # noqa: F401
from quantization.test_workflow_module import TestHistogramObserver # noqa: F401
from quantization.test_workflow_module import TestDistributed # noqa: F401
# Workflow
# 1. Eager mode quantization
from quantization.test_quantize import TestPostTrainingStatic # noqa: F401
from quantization.test_quantize import TestPostTrainingDynamic # noqa: F401
from quantization.test_quantize import TestQuantizationAwareTraining # noqa: F401
from quantization.test_quantize import TestEagerModeOps # noqa: F401
from quantization.test_quantize import TestEagerModeQATOps # noqa: F401
# TODO: merge with other tests in test_quantize.py?
from quantization.test_quantize import TestFunctionalModule # noqa: F401
from quantization.test_quantize import TestFusion # noqa: F401
from quantization.test_quantize import TestModelNumerics # noqa: F401
from quantization.test_quantize import TestQuantizeONNXExport # noqa: F401
from quantization.test_quantize import TestDeprecatedJitQuantized # noqa: F401
# 2. Graph mode quantization
from quantization.test_quantize_jit import TestQuantizeJit # noqa: F401
from quantization.test_quantize_jit import TestQuantizeJitPasses # noqa: F401
from quantization.test_quantize_jit import TestQuantizeJitOps # noqa: F401
from quantization.test_quantize_jit import TestQuantizeDynamicJitPasses # noqa: F401
from quantization.test_quantize_jit import TestQuantizeDynamicJitOps # noqaa: F401
# 3. GraphModule based graph mode quantization
try:
from quantization.test_quantize_fx import TestFuseFx # noqa: F401
from quantization.test_quantize_fx import TestQuantizeFx # noqa: F401
from quantization.test_quantize_fx import TestQuantizeFxOps # noqa: F401
from quantization.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.test_numeric_suite import TestEagerModeNumericSuite # noqa: F401
try:
from quantization.test_numeric_suite_fx import TestFXGraphMatcher # noqa: F401
from quantization.test_numeric_suite_fx import TestFXGraphMatcherModels # noqa: F401
from quantization.test_numeric_suite_fx import TestFXNumericSuiteCoreAPIs # noqa: F401
from quantization.test_numeric_suite_fx import TestFXNumericSuiteCoreAPIsModels # noqa: F401
except ImportError:
pass
# Backward Compatibility
from quantization.test_backward_compatibility import TestSerialization # noqa: F401
# Equalization
from quantization.test_equalize import TestEqualizeEager # noqa: F401
# Bias Correction
from quantization.test_bias_correction import TestBiasCorrection # noqa: F401
if __name__ == '__main__':
run_tests()