tlopex opened a new pull request, #18253:
URL: https://github.com/apache/tvm/pull/18253
This PR implements TVMScript printer to format IRModules containing
@I.pyfunc decorated Python functions.
Example:
```
@I.ir_module
class MyModule(BasePyModule):
@I.pyfunc
def python_func(self, x, y):
x_tvm = self._convert_pytorch_to_tvm(x)
y_tvm = self._convert_pytorch_to_tvm(y)
result = self.call_tir(self.add_tir, [x_tvm, y_tvm],
out_sinfo=R.Tensor((5,), "float32"))
return self._convert_tvm_to_pytorch(result)
@T.prim_func
def add_tir(a: T.handle, b: T.handle, c: T.handle):
A = T.match_buffer(a, (5,), "float32")
B = T.match_buffer(b, (5,), "float32")
C = T.match_buffer(c, (5,), "float32")
for i in range(5):
C[i] = A[i] + B[i]
# Usage:
print(MyModule.script()) # Print formatted TVMScript
MyModule.show() # Display formatted output
```
```
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