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[torchlib] Implement upsample_nearest{nd}.vec #1874

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Sep 24, 2024
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[torchlib] Implement upsample_nearest{nd}.vec #1874

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[torchlib] Implement upsample_nearest3d.vec
justinchuby Sep 23, 2024
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Update onnxscript/function_libs/torch_lib/ops/nn.py
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upsample
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test
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12 changes: 12 additions & 0 deletions onnxscript/function_libs/torch_lib/ops/nn.py
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Expand Up @@ -2645,6 +2645,18 @@
return _aten_upsample_output_size(self, size, "nearest", "asymmetric")


@torch_op("aten::upsample_nearest3d.vec", trace_only=True)
def aten_upsample_nearest3d_vec(
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input: TReal,
output_size: INT64,
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scale_factors: Optional[Sequence[float]] = None,
) -> TReal:
"""upsample_nearest3d.vec(Tensor input, SymInt[]? output_size, float[]? scale_factors) -> Tensor"""

# TODO: Use scale_factors?
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return _aten_upsample_output_size(input, output_size, "nearest", "asymmetric")

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def aten_upsample_nearest3d_backward(
grad_output: TensorType,
output_size: INT64,
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