mirror of https://github.com/llvm/torch-mlir
17 lines
540 B
Python
17 lines
540 B
Python
import torch
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import torchvision.models as models
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from torch_mlir import torchscript
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model = models.resnet18(pretrained=True)
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model.eval()
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data = torch.randn(2, 3, 200, 200)
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out_stablehlo_mlir_path = "./resnet18_stablehlo.mlir"
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module = torchscript.compile(
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model, data, output_type=torchscript.OutputType.STABLEHLO, use_tracing=False
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)
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with open(out_stablehlo_mlir_path, "w", encoding="utf-8") as outf:
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outf.write(module.operation.get_asm())
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print(f"StableHLO IR of resent18 successfully written into {out_stablehlo_mlir_path}")
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