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Add Support for aten::scatter_add (#906)

pull/909/head snapshot-20220607.496
Jae Hoon (Antonio) Kim 2022-06-06 15:02:45 -04:00 committed by GitHub
parent 8a1839a17e
commit fe784fd900
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2 changed files with 27 additions and 0 deletions
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26
include/torch-mlir/Dialect/Torch/IR/GeneratedTorchOps.td
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@ -5688,6 +5688,32 @@ def Torch_AtenGatherOp : Torch_Op<"aten.gather", [
}]; }];
} }
def Torch_AtenScatterAddOp : Torch_Op<"aten.scatter_add", [
AllowsTypeRefinement,
HasValueSemantics,
ReadOnly
]> {
let summary = "Generated op for `aten::scatter_add : (Tensor self, int dim, Tensor index, Tensor src) -> (Tensor)`";
let arguments = (ins
AnyTorchTensorType:$self,
Torch_IntType:$dim,
AnyTorchTensorType:$index,
AnyTorchTensorType:$src
);
let results = (outs
AnyTorchTensorType:$result
);
let hasCustomAssemblyFormat = 1;
let extraClassDefinition = [{
ParseResult AtenScatterAddOp::parse(OpAsmParser &parser, OperationState &result) {
return parseDefaultTorchOp(parser, result, 4, 1);
}
void AtenScatterAddOp::print(OpAsmPrinter &printer) {
printDefaultTorchOp(printer, *this, 4, 1);
}
}];
}
def Torch_AtenIntImplicitOp : Torch_Op<"aten.IntImplicit", [ def Torch_AtenIntImplicitOp : Torch_Op<"aten.IntImplicit", [
AllowsTypeRefinement, AllowsTypeRefinement,
HasValueSemantics, HasValueSemantics,

1
python/torch_mlir/dialects/torch/importer/jit_ir/build_tools/torch_ods_gen.py
View File

@ -446,6 +446,7 @@ def emit_ops(emitter_td: TextEmitter, registry: Registry):
emit("aten::len.Tensor : (Tensor) -> (int)") emit("aten::len.Tensor : (Tensor) -> (int)")
emit("aten::cpu : (Tensor) -> (Tensor)") emit("aten::cpu : (Tensor) -> (Tensor)")
emit("aten::gather : (Tensor, int, Tensor, bool) -> (Tensor)") emit("aten::gather : (Tensor, int, Tensor, bool) -> (Tensor)")
emit("aten::scatter_add : (Tensor, int, Tensor, Tensor) -> (Tensor)")
emit("aten::IntImplicit : (Tensor) -> (int)") emit("aten::IntImplicit : (Tensor) -> (int)")
emit("aten::tensor.float : (float, int?, Device?, bool) -> (Tensor)") emit("aten::tensor.float : (float, int?, Device?, bool) -> (Tensor)")
emit("aten::Int.Tensor : (Tensor) -> (int)", has_folder=True) emit("aten::Int.Tensor : (Tensor) -> (int)", has_folder=True)