【异常错误】MDT错误:CUDA error: device-side assert triggered

在MDT 运行的时候出现了一个问题:

Traceback (most recent call last):

File "/scratch/users/czakka/MDT/scripts/image_train.py", line 100, in <module>

main()

File "/scratch/users/czakka/MDT/scripts/image_train.py", line 46, in main

TrainLoop(

File "/scratch/users/czakka/MDT/masked_diffusion/train_util.py", line 178, in run_loop

self.run_step(batch, cond)

File "/scratch/users/czakka/MDT/masked_diffusion/train_util.py", line 192, in run_step

self.forward_backward(batch, cond)

File "/scratch/users/czakka/MDT/masked_diffusion/train_util.py", line 231, in forward_backward

losses = compute_losses()

File "/scratch/users/czakka/MDT/masked_diffusion/respace.py", line 97, in training_losses

return super().training_losses(self._wrap_model(model), *args, **kwargs)

File "/scratch/users/czakka/MDT/masked_diffusion/gaussian_diffusion.py", line 747, in training_losses

model_output = model(x_t, t, **model_kwargs)

File "/scratch/users/czakka/MDT/masked_diffusion/respace.py", line 128, in call

return self.model(x, new_ts, **kwargs)

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl

return forward_call(*args, **kwargs)

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1156, in forward

output = self._run_ddp_forward(*inputs, **kwargs)

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1110, in _run_ddp_forward

return module_to_run(*inputs[0], **kwargs[0]) # type: ignore[index]

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl

return forward_call(*args, **kwargs)

File "/scratch/users/czakka/MDT/masked_diffusion/models.py", line 444, in forward

y = self.y_embedder(y, self.training) # (N, D)

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl

return forward_call(*args, **kwargs)

File "/scratch/users/czakka/MDT/masked_diffusion/models.py", line 191, in forward

embeddings = self.embedding_table(labels)

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1501, in _call_impl

return forward_call(*args, **kwargs)

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/modules/sparse.py", line 162, in forward

return F.embedding(

File "/home/users/czakka/.local/lib/python3.9/site-packages/torch/nn/functional.py", line 2210, in embedding

return torch.embedding(weight, input, padding_idx, scale_grad_by_freq, sparse)

RuntimeError: CUDA error: device-side assert triggered
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1.

Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.

terminate called after throwing an instance of 'c10::Error'

需要将每个文件夹下的每个文件重命名为"文件夹名_图像名"的形式才可以

CUDA Assert Error · Issue #2 · sail-sg/MDT · GitHub

相关推荐
IT学长编程6 分钟前
计算机毕业设计 基于k-means的校园美食推荐系统 Python 大数据毕业设计 Hadoop毕业设计选题【附源码+文档报告+安装调试】
大数据·python·毕业设计·kmeans·课程设计·毕业论文·美食推荐系统
如竟没有火炬33 分钟前
LRU缓存——双向链表+哈希表
数据结构·python·算法·leetcode·链表·缓存
Serverless 社区39 分钟前
阿里云函数计算 AgentRun 全新发布,构筑智能体时代的基础设施
人工智能·阿里云·云原生·serverless·云计算
IT_陈寒1 小时前
Python开发者必看!10个高效数据处理技巧让你的Pandas代码提速300%
前端·人工智能·后端
咖啡续命又一天1 小时前
python 自动化采集 ChromeDriver 安装
开发语言·python·自动化
新智元1 小时前
全球 AI 视频大战升级!「中国版 Sora」Vidu Q2 参考生月底发布,能力对标 Sora 2
人工智能·openai
新智元2 小时前
刚刚,Figure 03 惊天登场!四年狂造 10 万台,人类保姆集体失业
人工智能·openai
万猫学社2 小时前
我们为什么需要Agent?
人工智能
松果集2 小时前
【1】数据类型2
python