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Added Continuous Batching (CB) Support for Subfunctions #642

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Merged
quic-rishinr merged 1 commit into from
Nov 26, 2025
Merged

Added Continuous Batching (CB) Support for Subfunctions #642

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27 changes: 26 additions & 1 deletion QEfficient/base/onnx_transforms.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,26 @@
import torch
from onnx import ModelProto, external_data_helper, numpy_helper

from QEfficient.customop.ctx_scatter_gather import CtxGather, CtxGatherFunc, CtxScatter, CtxScatterFunc
from QEfficient.customop.ctx_scatter_gather import (
CtxGather,
CtxGather3D,
CtxGatherFunc,
CtxGatherFunc3D,
CtxScatter,
CtxScatter3D,
CtxScatterFunc,
CtxScatterFunc3D,
)
from QEfficient.customop.ctx_scatter_gather_cb import (
CtxGatherCB,
CtxGatherCB3D,
CtxGatherFuncCB,
CtxGatherFuncCB3D,
CtxScatterCB,
CtxScatterCB3D,
CtxScatterFuncCB,
CtxScatterFuncCB3D,
)
from QEfficient.customop.rms_norm import CustomRMSNorm, CustomRMSNormFunc


Expand Down Expand Up @@ -113,7 +132,13 @@ class CustomOpTransform(OnnxTransform):
_custom_ops: Dict[str, Tuple[Any, Any]] = {
"CustomRMSNormFunc": (CustomRMSNormFunc, CustomRMSNorm),
"CtxScatterFunc": (CtxScatterFunc, CtxScatter),
"CtxScatterFunc3D": (CtxScatterFunc3D, CtxScatter3D),
"CtxGatherFunc": (CtxGatherFunc, CtxGather),
"CtxGatherFunc3D": (CtxGatherFunc3D, CtxGather3D),
"CtxScatterFuncCB": (CtxScatterFuncCB, CtxScatterCB),
"CtxScatterFuncCB3D": (CtxScatterFuncCB3D, CtxScatterCB3D),
"CtxGatherFuncCB": (CtxGatherFuncCB, CtxGatherCB),
"CtxGatherFuncCB3D": (CtxGatherFuncCB3D, CtxGatherCB3D),
}

@classmethod
Expand Down
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