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| author | Tai Ly <tai.ly@arm.com> | 2024-03-13 19:19:53 +0000 |
|---|---|---|
| committer | Tai Ly <tai.ly@arm.com> | 2024-03-19 15:39:48 -0700 |
| commit | 5eddcd35c1776784baeeb39e92bad81da826e065 (patch) | |
| tree | 03f066e45067220ab940d53488efc905e6036dd8 /src/TosaSerialize.cpp | |
| parent | 909d4d159ee12c6bc8113974d76f46249b6fd7fb (diff) | |
| download | tosa_mlir_translator-5eddcd35c1776784baeeb39e92bad81da826e065.tar.gz | |
[tosa_mlir_translator] Add acc_type to conv ops
Add serializing/deserializing acc_type to/from ConvAttribute
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I20780056f467952eb8baf6f5e80d242df6f0b33f
Diffstat (limited to 'src/TosaSerialize.cpp')
| -rw-r--r-- | src/TosaSerialize.cpp | 28 |
1 files changed, 21 insertions, 7 deletions
diff --git a/src/TosaSerialize.cpp b/src/TosaSerialize.cpp index 55a11fd..875303e 100644 --- a/src/TosaSerialize.cpp +++ b/src/TosaSerialize.cpp @@ -105,14 +105,16 @@ static DType Type2DType(mlir::Type element_type) { return DType_UNKNOWN; } -static DType Type2PoolAccDType(mlir::Type element_type) { - // def Tosa_AccType : AnyTypeOf<[I<32>, F16, F32]>; +static DType Type2AccDType(mlir::Type element_type) { + // def Tosa_AccType : AnyTypeOf<[I<32>, I<48>, F16, F32]>; if (element_type.isF32()) { return DType_FP32; } else if (element_type.isF16()) { return DType_FP16; } else if (element_type.isInteger(32)) { return DType_INT32; + } else if (element_type.isInteger(48)) { + return DType_INT48; } return DType_UNKNOWN; } @@ -465,7 +467,7 @@ TosaSerializationOperatorBuilder::BuildPoolOpFromMlirOp(mlir::Operation &op, // AvgPool has acc_type, MaxPool does not if (op.hasAttr("acc_type")) { auto acc_type = op.getAttr("acc_type").cast<mlir::TypeAttr>().getValue(); - acc_dtype = Type2PoolAccDType(acc_type); + acc_dtype = Type2AccDType(acc_type); } std::string input_name = GetTensorName(op.getOperand(0)); @@ -735,8 +737,11 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::Conv2DOp>( ? op.getAttr("local_bound").dyn_cast<mlir::BoolAttr>().getValue() : false; + auto acc_type = op.getAttr("acc_type").cast<mlir::TypeAttr>().getValue(); + auto acc_dtype = Type2AccDType(acc_type); + TosaConvAttribute attribute(pad, stride, dilation, input_zp, weight_zp, - local_bound); + local_bound, acc_dtype); TosaSerializationOperator *tyop = new TosaSerializationOperator( Op_CONV2D, Attribute_ConvAttribute, &attribute, @@ -778,8 +783,11 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::Conv3DOp>( ? op.getAttr("local_bound").dyn_cast<mlir::BoolAttr>().getValue() : false; + auto acc_type = op.getAttr("acc_type").cast<mlir::TypeAttr>().getValue(); + auto acc_dtype = Type2AccDType(acc_type); + TosaConvAttribute attribute(pad, stride, dilation, input_zp, weight_zp, - local_bound); + local_bound, acc_dtype); TosaSerializationOperator *tyop = new TosaSerializationOperator( Op_CONV3D, Attribute_ConvAttribute, &attribute, @@ -821,8 +829,11 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::DepthwiseConv2DOp>( ? op.getAttr("local_bound").dyn_cast<mlir::BoolAttr>().getValue() : false; + auto acc_type = op.getAttr("acc_type").cast<mlir::TypeAttr>().getValue(); + auto acc_dtype = Type2AccDType(acc_type); + TosaConvAttribute attribute(pad, stride, dilation, input_zp, weight_zp, - local_bound); + local_bound, acc_dtype); TosaSerializationOperator *tyop = new TosaSerializationOperator( Op_DEPTHWISE_CONV2D, Attribute_ConvAttribute, &attribute, @@ -867,8 +878,11 @@ TosaSerializationOperatorBuilder::build<mlir::tosa::TransposeConv2DOp>( ? op.getAttr("local_bound").dyn_cast<mlir::BoolAttr>().getValue() : false; + auto acc_type = op.getAttr("acc_type").cast<mlir::TypeAttr>().getValue(); + auto acc_dtype = Type2AccDType(acc_type); + TosaTransposeConvAttribute attribute(out_pad, stride, out_shape, input_zp, - weight_zp, local_bound); + weight_zp, local_bound, acc_dtype); TosaSerializationOperator *tyop = new TosaSerializationOperator( Op_TRANSPOSE_CONV2D, Attribute_TransposeConvAttribute, &attribute, |