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Getting Started, compare against reference eager model for verification in pybind #9978

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Apr 8, 2025
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Getting Started, compare against reference eager model for verification in pybind #9978

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12 changes: 11 additions & 1 deletion docs/source/getting-started.md
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Original file line number Diff line number Diff line change
Expand Up @@ -86,7 +86,17 @@ runtime = Runtime.get()
input_tensor: torch.Tensor = torch.randn(1, 3, 224, 224)
program = runtime.load_program("model.pte")
method = program.load_method("forward")
outputs: List[torch.Tensor] = method.execute([input_tensor])
output: List[torch.Tensor] = method.execute([input_tensor])
print("Run succesfully via executorch")

from torchvision.models.mobilenetv2 import MobileNet_V2_Weights
import torchvision.models as models

eager_reference_model = models.mobilenetv2.mobilenet_v2(weights=MobileNet_V2_Weights.DEFAULT).eval()
eager_reference_output = eager_reference_model(input_tensor)

print("Comparing against original PyTorch module")
print(torch.allclose(output[0], eager_reference_output, rtol=1e-3, atol=1e-5))
```


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