torch-mlir/lib/Dialect/Torch/IR
Ze Zhang b3942ff984
Add canonicalize pattern for aten.mul.int and aten.floordiv.int (#3680)
This PR add `floordiv` to the `PY_BUILTIN_TO_TORCH_OP`. For
`aten.mul.int` and `aten.floordiv.int` ops, we add new Canonicalization
Patterns as follow:

```
%1 = torch.aten.mul.int %input, %const-5
%2 = torch.aten.mul.int %1, %const-6
```

Will be replaced by

`torch.aten.mul.int %input, %const-30`


And 

```
%1 = torch.aten.mul.int %input, %const-5
%2 = torch.aten.floordiv.int %1, %const-5
```
Will directly return `%input`


This PR also relaxes the `float` type constraint in TorchToTosa for the
`AtenRsubScalarOp` conversion.



To test:

`cmake --build build --target check-torch-mlir-all`
2024-09-03 09:13:59 -07:00
..
CMakeLists.txt Re-organize project structure to separate PyTorch dependencies from core project. (#2542) 2023-11-02 19:45:55 -07:00
TorchDialect.cpp Fix deprecated uses of cast/dyn_cast/dyn_cast_or_null/isa (#3243) 2024-04-27 14:00:56 -07:00
TorchOps.cpp Add canonicalize pattern for aten.mul.int and aten.floordiv.int (#3680) 2024-09-03 09:13:59 -07:00
TorchOpsODSGenerated.cpp Reduce compilation time for TorchOps.cpp.inc 2022-03-21 14:42:26 -07:00
TorchTypes.cpp [ONNX] add int16 quantization support (#3446) 2024-06-12 10:37:22 +05:30
UtilsForODSGenerated.cpp llvm: bump tag to e1318078 (#781) 2022-04-26 12:27:51 -07:00
UtilsForODSGenerated.h Reduce compilation time for TorchOps.cpp.inc 2022-03-21 14:42:26 -07:00