junrushao opened a new pull request, #15268:
URL: https://github.com/apache/tvm/pull/15268
This PR introduces `tvm.testing.local_run`, which serves as a convenient
numpy-in numpy-out interface to quickly run a `runtime.Module` in TVM and
obtain its running time and outputs.
Example:
```python
@I.ir_module
class Module:
...
n = 128
np_a = np.random.uniform(-1, 1, [1, 32, 1, 128]).astype(np.float16)
np_b = np.random.uniform(-1, 1, [1, 32, n, 128]).astype(np.float16)
np_c = np.random.uniform(-1, 1, [1, 1, 1, n]).astype(np.float16)
np_d = np.random.uniform(-1, 1, [1, 32, 1, n]).astype(np.float32)
_, _, _, np_d = local_run(
tvm.build(Module, target="llvm"),
device_type="cpu",
args=[np_a, np_b, np_c, np_d],
)
```
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