Dmitry Sokolov

## Describe the bug I'm training the yolov8 models, continue last task like: ``` task = Task.init(project_name='name', tags='baseline',\ output_uri=True, continue_last_task=True, reuse_last_task_id="task_id_string") ``` But scalars with metrics are not updating. What's...

Dataset add_files behavior

1

## Describe the bug I did define directory to add via path parameters, but instead a directory the files was added into a root of the dataset. ## To reproduce...

HausdorffDTLoss leads to GPU memory leak.

23

**Describe the bug** Using this loss method with Trainer from transformers library (Pytorch) and YOLOv8 (Pytorch) leads to crash training shortly after start due to cuda out of memory. 16...

I have tried this code, but it's doesn't training at all.

### 问题确认 Search before asking - [X] 我已经查询[历史issue](https://github.com/PaddlePaddle/PaddleSeg/issues)(包含open与closed)，没有类似需求。I have searched the [open and closed issues](https://github.com/PaddlePaddle/PaddleSeg/issues) and found no similar feature requests. ### 需求描述 Feature Description 1. 任务目标（请描述你正在做的项目是什么，如模型、论文、项目是什么？）; 2. 需求场景（请描述你的项目中为什么需要用此功能）; 3....

I have tried install MaxVit on Windows, but get: C:\Projects\****\venv\lib\site-packages\setuptools\command\install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools. warnings.warn( C:\Projects\***\venv\lib\site-packages\setuptools\command\easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated....

I have tried with preprocessing method: `img_ = eval_driver.get_preprocess_fn()(tf.io.read_file(path))` But get constantly errors like: ``` {function_node __wrapped__ExtractJpegShape_device_/job:localhost/replica:0/task:0/device:CPU:0}} Invalid JPEG data, size 442707 [Op:ExtractJpegShape] Not a JPEG file: starts with 0x89...