mirror of
https://github.com/zebrajr/pytorch.git
synced 2025-12-06 12:20:52 +01:00
4e90fa6a8c
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/70246 Breaks up the large `TestQuantizeDBR` test case into 1. `TestQuantizeDBRIndividualOps` for testing functionality of ops 2. `TestQuantizeDBRMultipleOps` for testing non-fusion interactions between ops 3. `TestQuantizeDBR` for everything else We may need to refactor this more in the future, but this should unblock things for the near future. Test Plan: ``` python test/test_quantization.py TestQuantizeDBR python test/test_quantization.py TestQuantizeDBRIndividualOps python test/test_quantization.py TestQuantizeDBRMultipleOps ``` Reviewed By: jerryzh168 Differential Revision: D33255925 Pulled By: vkuzo fbshipit-source-id: 82db1a644867e9303453cfedffed2d81d083c9cd
122 lines
6.2 KiB
Python
122 lines
6.2 KiB
Python
# -*- coding: utf-8 -*-
|
|
# Owner(s): ["oncall: quantization"]
|
|
|
|
from torch.testing._internal.common_utils import run_tests
|
|
|
|
# Quantization core tests. These include tests for
|
|
# - quantized kernels
|
|
# - quantized functional operators
|
|
# - quantized workflow modules
|
|
# - quantized workflow operators
|
|
# - quantized tensor
|
|
|
|
# 1. Quantized Kernels
|
|
# TODO: merge the different quantized op tests into one test class
|
|
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 TestDynamicQuantizedOps # 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
|
|
# 2. Quantized Functional/Workflow Ops
|
|
from quantization.core.test_quantized_functional import TestQuantizedFunctionalOps # noqa: F401
|
|
from quantization.core.test_workflow_ops import TestFakeQuantizeOps # noqa: F401
|
|
from quantization.core.test_workflow_ops import TestFusedObsFakeQuant # noqa: F401
|
|
# 3. Quantized Tensor
|
|
from quantization.core.test_quantized_tensor import TestQuantizedTensor # noqa: F401
|
|
# 4. Modules
|
|
from quantization.core.test_workflow_module import TestFakeQuantize # noqa: F401
|
|
from quantization.core.test_workflow_module import TestObserver # noqa: F401
|
|
from quantization.core.test_quantized_module import TestStaticQuantizedModule # noqa: F401
|
|
from quantization.core.test_quantized_module import TestDynamicQuantizedModule # noqa: F401
|
|
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_module import TestFusedObsFakeQuantModule # noqa: F401
|
|
|
|
|
|
# Eager Mode Workflow. Tests for the functionality of APIs and different features implemented
|
|
# using eager mode.
|
|
|
|
# 1. Eager mode post training quantization
|
|
from quantization.eager.test_quantize_eager_ptq import TestQuantizeEagerPTQStatic # noqa: F401
|
|
from quantization.eager.test_quantize_eager_ptq import TestQuantizeEagerPTQDynamic # noqa: F401
|
|
from quantization.eager.test_quantize_eager_ptq import TestQuantizeEagerOps # noqa: F401
|
|
from quantization.eager.test_quantize_eager_ptq import TestQuantizeEagerONNXExport # noqa: F401
|
|
# 2. Eager mode quantization aware training
|
|
from quantization.eager.test_quantize_eager_qat import TestQuantizeEagerQAT # noqa: F401
|
|
from quantization.eager.test_quantize_eager_qat import TestQuantizeEagerQATNumerics # noqa: F401
|
|
# 3. Eager mode fusion passes
|
|
from quantization.eager.test_fuse_eager import TestFuseEager # noqa: F401
|
|
# 4. Testing model numerics between quanitzed and FP32 models
|
|
from quantization.eager.test_model_numerics import TestModelNumericsEager # noqa: F401
|
|
# 5. Tooling: numeric_suite
|
|
from quantization.eager.test_numeric_suite_eager import TestNumericSuiteEager # noqa: F401
|
|
# 6. Equalization and Bias Correction
|
|
from quantization.eager.test_equalize_eager import TestEqualizeEager # noqa: F401
|
|
from quantization.eager.test_bias_correction_eager import TestBiasCorrectionEager # noqa: F401
|
|
|
|
|
|
# FX GraphModule Graph Mode Quantization. Tests for the functionality of APIs and different features implemented
|
|
# using fx 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
|
|
from quantization.fx.test_subgraph_rewriter import TestSubgraphRewriter # 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
|
|
|
|
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
|
|
|
|
# Equalization for FX mode
|
|
try:
|
|
from quantization.fx.test_equalize_fx import TestEqualizeFx # noqa: F401
|
|
except ImportError:
|
|
pass
|
|
|
|
# Backward Compatibility. Tests serialization and BC for quantized modules.
|
|
try:
|
|
from quantization.bc.test_backward_compatibility import TestSerialization # noqa: F401
|
|
except ImportError:
|
|
pass
|
|
|
|
# JIT 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
|
|
# Quantization specific fusion passes
|
|
from quantization.jit.test_fusion_passes import TestFusionPasses # noqa: F401
|
|
from quantization.jit.test_deprecated_jit_quant import TestDeprecatedJitQuantized # noqa: F401
|
|
|
|
# AO Migration tests
|
|
from quantization.ao_migration.test_quantization import TestAOMigrationQuantization # noqa: F401
|
|
try:
|
|
from quantization.ao_migration.test_quantization_fx import TestAOMigrationQuantizationFx # noqa: F401
|
|
except ImportError:
|
|
pass
|
|
|
|
try:
|
|
from quantization.dbr.test_quantize_dbr import TestQuantizeDBR # noqa: F401
|
|
from quantization.dbr.test_quantize_dbr import TestQuantizeDBRIndividualOps # noqa: F401
|
|
from quantization.dbr.test_quantize_dbr import TestQuantizeDBRMultipleOps # noqa: F401
|
|
from quantization.dbr.test_quantize_dbr import TestQuantizeDBRModels # noqa: F401
|
|
except ImportError:
|
|
pass
|
|
|
|
if __name__ == '__main__':
|
|
run_tests()
|