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Added support for native_dropout_backward (#892)

pull/899/head
Henry Tu 2022-06-03 14:08:51 -04:00 committed by GitHub
parent b7082a8d4e
commit 650f5a5008
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2 changed files with 26 additions and 0 deletions
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25
include/torch-mlir/Dialect/Torch/IR/GeneratedTorchOps.td
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@ -7574,6 +7574,31 @@ def Torch_AtenNativeBatchNormBackwardOp : Torch_Op<"aten.native_batch_norm_backw
}];
}
def Torch_AtenNativeDropoutBackwardOp : Torch_Op<"aten.native_dropout_backward", [
AllowsTypeRefinement,
HasValueSemantics,
ReadOnly
]> {
let summary = "Generated op for `aten::native_dropout_backward : (Tensor, Tensor, float) -> (Tensor)`";
let arguments = (ins
AnyTorchTensorType:$grad_output,
AnyTorchTensorType:$mask,
Torch_FloatType:$scale
);
let results = (outs
AnyTorchTensorType:$result
);
let hasCustomAssemblyFormat = 1;
let extraClassDefinition = [{
ParseResult AtenNativeDropoutBackwardOp::parse(OpAsmParser &parser, OperationState &result) {
return parseDefaultTorchOp(parser, result, 3, 1);
}
void AtenNativeDropoutBackwardOp::print(OpAsmPrinter &printer) {
printDefaultTorchOp(printer, *this, 3, 1);
}
}];
}
def Torch_PrimLayoutOp : Torch_Op<"prim.layout", [
AllowsTypeRefinement,
HasValueSemantics,

1
python/torch_mlir/dialects/torch/importer/jit_ir/build_tools/torch_ods_gen.py
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@ -540,6 +540,7 @@ def emit_ops(emitter_td: TextEmitter, registry: Registry):
emit("aten::native_layer_norm_backward : (Tensor, Tensor, int[], Tensor, Tensor, Tensor?, Tensor?, bool[]) -> (Tensor, Tensor, Tensor)")
emit("aten::embedding_dense_backward : (Tensor, Tensor, int, int, bool) -> (Tensor)")
emit("aten::native_batch_norm_backward : (Tensor, Tensor, Tensor?, Tensor?, Tensor?, Tensor?, Tensor?, bool, float, bool[]) -> (Tensor, Tensor, Tensor)")
emit("aten::native_dropout_backward : (Tensor, Tensor, float) -> (Tensor)")
# ==========================================================================
# `prim::` namespace.