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kronos-venv/lib/python3.12/site-packages/torch/nn/intrinsic/qat/__init__.py

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+from torch.nn.intrinsic.qat.modules import *  # noqa: F403

kronos-venv/lib/python3.12/site-packages/torch/nn/intrinsic/qat/modules/__init__.py

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+from torch.nn.intrinsic.qat.modules.conv_fused import (
+    ConvBn1d,
+    ConvBn2d,
+    ConvBn3d,
+    ConvBnReLU1d,
+    ConvBnReLU2d,
+    ConvBnReLU3d,
+    ConvReLU1d,
+    ConvReLU2d,
+    ConvReLU3d,
+    freeze_bn_stats,
+    update_bn_stats,
+)
+from torch.nn.intrinsic.qat.modules.linear_fused import LinearBn1d
+from torch.nn.intrinsic.qat.modules.linear_relu import LinearReLU
+
+
+__all__ = [
+    "LinearReLU",
+    "LinearBn1d",
+    "ConvReLU1d",
+    "ConvReLU2d",
+    "ConvReLU3d",
+    "ConvBn1d",
+    "ConvBn2d",
+    "ConvBn3d",
+    "ConvBnReLU1d",
+    "ConvBnReLU2d",
+    "ConvBnReLU3d",
+    "update_bn_stats",
+    "freeze_bn_stats",
+]

kronos-venv/lib/python3.12/site-packages/torch/nn/intrinsic/qat/modules/conv_fused.py

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+r"""Intrinsic QAT Modules.
+
+This file is in the process of migration to `torch/ao/nn/intrinsic/qat`, and
+is kept here for compatibility while the migration process is ongoing.
+If you are adding a new entry/functionality, please, add it to the
+appropriate file under the `torch/ao/nn/intrinsic/qat/modules`,
+while adding an import statement here.
+"""
+
+from torch.ao.nn.intrinsic.qat import (
+    ConvBn1d,
+    ConvBn2d,
+    ConvBn3d,
+    ConvBnReLU1d,
+    ConvBnReLU2d,
+    ConvBnReLU3d,
+    ConvReLU1d,
+    ConvReLU2d,
+    ConvReLU3d,
+    freeze_bn_stats,
+    update_bn_stats,
+)
+
+
+__all__ = [
+    # Modules
+    "ConvBn1d",
+    "ConvBnReLU1d",
+    "ConvReLU1d",
+    "ConvBn2d",
+    "ConvBnReLU2d",
+    "ConvReLU2d",
+    "ConvBn3d",
+    "ConvBnReLU3d",
+    "ConvReLU3d",
+    # Utilities
+    "freeze_bn_stats",
+    "update_bn_stats",
+]

kronos-venv/lib/python3.12/site-packages/torch/nn/intrinsic/qat/modules/linear_fused.py

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+r"""Intrinsic QAT Modules.
+
+This file is in the process of migration to `torch/ao/nn/intrinsic/qat`, and
+is kept here for compatibility while the migration process is ongoing.
+If you are adding a new entry/functionality, please, add it to the
+appropriate file under the `torch/ao/nn/intrinsic/qat/modules`,
+while adding an import statement here.
+"""
+
+from torch.ao.nn.intrinsic.qat import LinearBn1d
+
+
+__all__ = [
+    "LinearBn1d",
+]

kronos-venv/lib/python3.12/site-packages/torch/nn/intrinsic/qat/modules/linear_relu.py

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+r"""Intrinsic QAT Modules.
+
+This file is in the process of migration to `torch/ao/nn/intrinsic/qat`, and
+is kept here for compatibility while the migration process is ongoing.
+If you are adding a new entry/functionality, please, add it to the
+appropriate file under the `torch/ao/nn/intrinsic/qat/modules`,
+while adding an import statement here.
+"""
+
+from torch.ao.nn.intrinsic.qat import LinearReLU
+
+
+__all__ = [
+    "LinearReLU",
+]