Pure python ODS for update_torch_ods.sh

[AmosLewis]

To solve #3654

[AmosLewis]

./build_tools/update_torch_ods.sh
ERROR: Op does not match any Torch ops in Registry
Given op:
        "aten::hardtanh : (Tensor, Scalar, Scalar) -> (Tensor)"
Possible matches:
        "a::.t : (Tensor, str, str) -> (Tensor)"
        "a::.t : (Tensor, float, bool) -> (Tensor)"
        "a::.t : (Tensor, str, bool) -> (Tensor)"
        "a::.t : (Tensor, Storage) -> (Tensor)"
        "a::.t : (Tensor, float, int) -> (Tensor)"

which should looks like this:

def Torch_AtenHardtanhOp : Torch_Op<"aten.hardtanh", [
    AllowsTypeRefinement,
    HasValueSemantics,
    ReadOnly
  ]> {
  let summary = "Generated op for `aten::hardtanh : (Tensor, Scalar, Scalar) -> (Tensor)`";
  let arguments = (ins
    AnyTorchTensorType:$self,
    AnyTorchScalarType:$min_val,
    AnyTorchScalarType:$max_val
  );
  let results = (outs
    AnyTorchOptionalTensorType:$result
  );
  let hasCustomAssemblyFormat = 1;
  let extraClassDefinition = [{
    ParseResult AtenHardtanhOp::parse(OpAsmParser &parser, OperationState &result) {
      return parseDefaultTorchOp(parser, result, 3, 1);
    }
    void AtenHardtanhOp::print(OpAsmPrinter &printer) {
      printDefaultTorchOp(printer, *this, 3, 1);
    }
  }];
}

[stellaraccident]

You can just inline this into registry.py vs having separate.

[stellaraccident]

Not sure this is needed.

[stellaraccident]

This doesn't look too bad.