diff options
| author | Sai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com> | 2023-02-25 02:23:41 -0500 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2023-02-24 23:23:41 -0800 |
| commit | b1b76f06ca5bdfc4b688d99095dfb7d561a04d80 (patch) | |
| tree | 6efeb6dab9bb4860fdac43949b39e7c43c9033ee /source | |
| parent | 85c1569308793cc2408088e539a3ed1da5f9d235 (diff) | |
Added support for `kIROp_Select` (#2679)
Diffstat (limited to 'source')
| -rw-r--r-- | source/slang/slang-ir-autodiff-fwd.cpp | 40 | ||||
| -rw-r--r-- | source/slang/slang-ir-autodiff-fwd.h | 2 | ||||
| -rw-r--r-- | source/slang/slang-ir-autodiff-transpose.h | 34 |
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) { |
