mlboydaisuke / D-FINE-S-ExecuTorch

huggingface.co
Total runs: 30
24-hour runs: -1
7-day runs: -5
30-day runs: -67
Model's Last Updated: September 04 2026
object-detection

Introduction of D-FINE-S-ExecuTorch

Model Details of D-FINE-S-ExecuTorch

dfine_s_coco — ExecuTorch XNNPACK

dfine_s_coco_xnnpack_fp32.pte (41.5 MB, fp32, XNNPACK-delegated)

  • Source : ustc-community/dfine-small-coco
  • License : Apache-2.0
  • Input : [[1, 3, 640, 640]] — RGB/255 only (no mean/std norm), 640x640
  • Output : logits [1,300,80] (sigmoid -> per-class score), boxes [1,300,4] cxcywh normalized 0..1; postprocess = sigmoid + top-k, NO NMS
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, 300, 80] 1.593e-04 1.000000
1 [1, 300, 4] 2.003e-05 1.000000

Median latency over 10 runs (single Mac process, reference only — device numbers to follow): ExecuTorch 54.4 ms vs torch eager 138.3 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 D-FINE-S-ExecuTorch on huggingface.co

30
Total runs
-1
24-hour runs
-5
3-day runs
-5
7-day runs
-67
30-day runs

More Information About D-FINE-S-ExecuTorch huggingface.co Model

More D-FINE-S-ExecuTorch license Visit here:

https://choosealicense.com/licenses/apache-2.0

D-FINE-S-ExecuTorch huggingface.co

D-FINE-S-ExecuTorch huggingface.co is an AI model on huggingface.co that provides D-FINE-S-ExecuTorch's model effect (), which can be used instantly with this mlboydaisuke D-FINE-S-ExecuTorch model. huggingface.co supports a free trial of the D-FINE-S-ExecuTorch model, and also provides paid use of the D-FINE-S-ExecuTorch. Support call D-FINE-S-ExecuTorch model through api, including Node.js, Python, http.

D-FINE-S-ExecuTorch huggingface.co Url

https://huggingface.co/mlboydaisuke/D-FINE-S-ExecuTorch

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https://huggingface.co/mlboydaisuke/D-FINE-S-ExecuTorch

D-FINE-S-ExecuTorch install

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

D-FINE-S-ExecuTorch install url in huggingface.co:

https://huggingface.co/mlboydaisuke/D-FINE-S-ExecuTorch

Url of D-FINE-S-ExecuTorch

D-FINE-S-ExecuTorch huggingface.co Url

Provider of D-FINE-S-ExecuTorch huggingface.co

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