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export yolov11 segmentation model to tensorRT

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

segmentInstance Segmentation issues, PR'sInstance Segmentation issues, PR's

Status: Open.

Bug

#23047 In ultralytics/ultralytics;

· muhammadtarek98 opened on Dec 25, 2025

Custom model finetune problem in ddp

questionFurther information is requestedFurther information is requested

Status: Open.

#23044 In ultralytics/ultralytics;

· avenger123456 opened on Dec 25, 2025

Missing batch inference support for multiple images in SAM-3

enhancementNew feature or requestNew feature or request

solutionsUltralytics Solutions issues, PR's, DiscussionsUltralytics Solutions issues, PR's, Discussions

Status: Open.

Feature

#23040 In ultralytics/ultralytics;

· avraham1 opened on Dec 24, 2025

Returning data structure of dataloader

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

questionFurther information is requestedFurther information is requested

segmentInstance Segmentation issues, PR'sInstance Segmentation issues, PR's

Status: Open.

#23039 In ultralytics/ultralytics;

· vohai2003 opened on Dec 24, 2025

[TRT ENGINE] gpu preprocessing is slower than cpu

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

questionFurther information is requestedFurther information is requested

Status: Open.

#23038 In ultralytics/ultralytics;

· sh1man999 opened on Dec 24, 2025

[TRT ENGINE] Performance Comparison: PyTorch (DLPack) vs NumPy in Triton Python Backend

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

questionFurther information is requestedFurther information is requested

Status: Open.

#23027 In ultralytics/ultralytics;

· sh1man opened on Dec 23, 2025

Is there any way to export the TensorRT engine file for SAM3?

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

questionFurther information is requestedFurther information is requested

Status: Open.

#23023 In ultralytics/ultralytics;

· willyhuang-dev opened on Dec 23, 2025

Cannot change inference device after first inference

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

Status: Open.

Bug

#23021 In ultralytics/ultralytics;

· adrianboguszewski opened on Dec 22, 2025

/var/spool/slurm/d/job42303/slurm_script: line 21: 11646 Segmentation fault (core dumped) python main.py

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

dependenciesDependencies and packagesDependencies and packages

detectObject Detection issues, PR'sObject Detection issues, PR's

Status: Open.

Bug

#23020 In ultralytics/ultralytics;

· abbaasali505 opened on Dec 22, 2025

yolov10结构微调，训练转onnx后不生效

detectObject Detection issues, PR'sObject Detection issues, PR's

exportsModel exports (ONNX, TensorRT, TFLite, etc.)Model exports (ONNX, TensorRT, TFLite, etc.)

questionFurther information is requestedFurther information is requested

Status: Open.

#23018 In ultralytics/ultralytics;

· liushuigao opened on Dec 22, 2025

Validation error during training due to class mismatch despite using model.set_classes()

bugSomething isn't working as intended in the official Ultralytics package.Something isn't working as intended in the official Ultralytics package.

detectObject Detection issues, PR'sObject Detection issues, PR's

Status: Open.

Bug

#23017 In ultralytics/ultralytics;

· Azen-Huang opened on Dec 22, 2025

[Triton] Ensemble vs BLS: Handling empty inputs / conditional execution

advice neededNon-issue requests for advice, recommendations, and best practicesNon-issue requests for advice, recommendations, and best practices

questionFurther information is requestedFurther information is requested

Status: Open.

#23016 In ultralytics/ultralytics;

· sh1man999 opened on Dec 22, 2025