mlboydaisuke / PIDNet-S-Cityscapes-ExecuTorch

huggingface.co
Total runs: 50
24-hour runs: 1
7-day runs: 1
30-day runs: 0
Model's Last Updated: August 15 2026
image-segmentation

Introduction of PIDNet-S-Cityscapes-ExecuTorch

Model Details of PIDNet-S-Cityscapes-ExecuTorch

pidnet_s_cityscapes — ExecuTorch XNNPACK

pidnet_s_cityscapes_xnnpack_fp32.pte (30.5 MB, fp32, XNNPACK-delegated)

  • Source : XuJiacong/PIDNet + oenpu/PIDNet_S_enlight_friendly_onnx weights
  • License : MIT
  • Input : [[1, 3, 1024, 1024]] — RGB, ImageNet norm, 1024x1024
  • Output : class logits [1,19,128,128] (argmax + upsample in app)
Verification (Mac arm64, executorch 1.4.0, torch 2.13.0)

Parity vs torch fp32 eager on random input:

output shape max_abs_diff corr
0 [1, 19, 128, 128] 1.025e-05 1.000000

Median latency over 10 runs (single Mac process, reference only — device numbers to follow): ExecuTorch 27.6 ms vs torch eager 63.5 ms.

Conversion

torch.export -> to_edge_transform_and_lower(XnnpackPartitioner) -> .pte (conversion scripts: executorch-models )


Part of executorch-models — a verified .pte zoo for ExecuTorch. Conversion scripts and all models are indexed there.

Runs of mlboydaisuke PIDNet-S-Cityscapes-ExecuTorch on huggingface.co

50
Total runs
1
24-hour runs
-4
3-day runs
1
7-day runs
0
30-day runs

More Information About PIDNet-S-Cityscapes-ExecuTorch huggingface.co Model

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PIDNet-S-Cityscapes-ExecuTorch install

PIDNet-S-Cityscapes-ExecuTorch is an open source model from GitHub that offers a free installation service, and any user can find PIDNet-S-Cityscapes-ExecuTorch on GitHub to install. At the same time, huggingface.co provides the effect of PIDNet-S-Cityscapes-ExecuTorch install, users can directly use PIDNet-S-Cityscapes-ExecuTorch installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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