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authorSai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com>2023-02-25 02:23:41 -0500
committerGitHub <noreply@github.com>2023-02-24 23:23:41 -0800
commitb1b76f06ca5bdfc4b688d99095dfb7d561a04d80 (patch)
tree6efeb6dab9bb4860fdac43949b39e7c43c9033ee /source
parent85c1569308793cc2408088e539a3ed1da5f9d235 (diff)
Added support for `kIROp_Select` (#2679)
Diffstat (limited to 'source')
-rw-r--r--source/slang/slang-ir-autodiff-fwd.cpp40
-rw-r--r--source/slang/slang-ir-autodiff-fwd.h2
-rw-r--r--source/slang/slang-ir-autodiff-transpose.h34
3 files changed, 76 insertions, 0 deletions
diff --git a/source/slang/slang-ir-autodiff-fwd.cpp b/source/slang/slang-ir-autodiff-fwd.cpp
index b2f420730..72bbe4530 100644
--- a/source/slang/slang-ir-autodiff-fwd.cpp
+++ b/source/slang/slang-ir-autodiff-fwd.cpp
@@ -177,6 +177,43 @@ InstPair ForwardDiffTranscriber::transcribeBinaryLogic(IRBuilder* builder, IRIns
return InstPair(primalLogic, nullptr);
}
+InstPair ForwardDiffTranscriber::transcribeSelect(IRBuilder* builder, IRInst* origSelect)
+{
+ auto primalCondition = lookupPrimalInst(builder, origSelect->getOperand(0));
+
+ auto origLeft = origSelect->getOperand(1);
+ auto origRight = origSelect->getOperand(2);
+
+ auto primalLeft = findOrTranscribePrimalInst(builder, origLeft);
+ auto primalRight = findOrTranscribePrimalInst(builder, origRight);
+
+ auto diffLeft = findOrTranscribeDiffInst(builder, origLeft);
+ auto diffRight = findOrTranscribeDiffInst(builder, origRight);
+
+ auto primalSelect = maybeCloneForPrimalInst(builder, origSelect);
+
+ auto resultType = primalCondition->getDataType();
+
+ // If both sides have no differential, skip
+ if (diffLeft || diffRight)
+ {
+ diffLeft = diffLeft ? diffLeft : getDifferentialZeroOfType(builder, primalLeft->getDataType());
+ diffRight = diffRight ? diffRight : getDifferentialZeroOfType(builder, primalRight->getDataType());
+
+ auto diffType = (IRType*) differentiableTypeConformanceContext.getDifferentialForType(builder, resultType);
+
+ return InstPair(
+ primalSelect,
+ builder->emitIntrinsicInst(
+ diffType,
+ kIROp_Select,
+ 3,
+ List<IRInst*>(primalCondition, diffLeft, diffRight).getBuffer()));
+ }
+
+ return InstPair(primalSelect, nullptr);
+}
+
InstPair ForwardDiffTranscriber::transcribeLoad(IRBuilder* builder, IRLoad* origLoad)
{
auto origPtr = origLoad->getPtr();
@@ -1365,6 +1402,9 @@ InstPair ForwardDiffTranscriber::transcribeInstImpl(IRBuilder* builder, IRInst*
case kIROp_Eql:
case kIROp_Neq:
return transcribeBinaryLogic(builder, origInst);
+
+ case kIROp_Select:
+ return transcribeSelect(builder, origInst);
case kIROp_MakeVector:
case kIROp_MakeMatrix:
diff --git a/source/slang/slang-ir-autodiff-fwd.h b/source/slang/slang-ir-autodiff-fwd.h
index 9089c4412..5b79a6c54 100644
--- a/source/slang/slang-ir-autodiff-fwd.h
+++ b/source/slang/slang-ir-autodiff-fwd.h
@@ -35,6 +35,8 @@ struct ForwardDiffTranscriber : AutoDiffTranscriberBase
InstPair transcribeBinaryLogic(IRBuilder* builder, IRInst* origLogic);
+ InstPair transcribeSelect(IRBuilder* builder, IRInst* origSelect);
+
InstPair transcribeLoad(IRBuilder* builder, IRLoad* origLoad);
InstPair transcribeStore(IRBuilder* builder, IRStore* origStore);
diff --git a/source/slang/slang-ir-autodiff-transpose.h b/source/slang/slang-ir-autodiff-transpose.h
index e1832b9eb..23f57032d 100644
--- a/source/slang/slang-ir-autodiff-transpose.h
+++ b/source/slang/slang-ir-autodiff-transpose.h
@@ -1674,6 +1674,9 @@ struct DiffTransposePass
case kIROp_Div:
case kIROp_Neg:
return transposeArithmetic(builder, fwdInst, revValue);
+
+ case kIROp_Select:
+ return transposeSelect(builder, fwdInst, revValue);
case kIROp_Call:
return transposeCall(builder, as<IRCall>(fwdInst), revValue);
@@ -2281,6 +2284,37 @@ struct DiffTransposePass
}
}
+
+ TranspositionResult transposeSelect(IRBuilder* builder, IRInst* fwdInst, IRInst* revValue)
+ {
+ auto primalCondition = fwdInst->getOperand(0);
+
+ auto leftZero = emitDZeroOfDiffInstType(builder, tryGetPrimalTypeFromDiffInst(fwdInst->getOperand(1)));
+ auto leftGradientInst = builder->emitIntrinsicInst(
+ fwdInst->getOperand(1)->getDataType(),
+ kIROp_Select,
+ 3,
+ List<IRInst*>(primalCondition, revValue, leftZero).getBuffer());
+
+ auto rightZero = emitDZeroOfDiffInstType(builder, tryGetPrimalTypeFromDiffInst(fwdInst->getOperand(2)));
+ auto rightGradientInst = builder->emitIntrinsicInst(
+ fwdInst->getOperand(2)->getDataType(),
+ kIROp_Select,
+ 3,
+ List<IRInst*>(primalCondition, rightZero, revValue).getBuffer());
+
+ return TranspositionResult(
+ List<RevGradient>(
+ RevGradient(
+ fwdInst->getOperand(1),
+ leftGradientInst,
+ fwdInst),
+ RevGradient(
+ fwdInst->getOperand(2),
+ rightGradientInst,
+ fwdInst)));
+ }
+
TranspositionResult transposeArithmetic(IRBuilder* builder, IRInst* fwdInst, IRInst* revValue)
{