遇到RuntimeError: CUDA driver error: invalid argument 这个错误时,通常意味着 CUDA 程序在运行时遇到了问题,这可能是由于多种原因导致的。以下是一些可能的解决步骤,你可以按照这些步骤逐一排查和解决问题: 检查CUDA环境配置是否正确 确保你的系统已经正确安装了CUDA Toolkit,并且环境变量(如 PATH 和L
一. 错误原因 : 1、多GPU测试 2、PyTorch版本与显卡不兼容 二. 问题解决 :将 torch.backends.cudnn.benchmark = True(该句一般出现在主函数的开头几句) 改为 torch.backends.cudnn.benchmark = False 【补充】…
[rank7]: self.param_groups_fp16_flat_cpu_memory.append(get_accelerator().pin_memory( [rank7]: File "/root/anaconda3/envs/internX/lib/python3.10/site-packages/deepspeed/accelerator/cuda_accelerator.py", line 292, in pin_memory [rank7]: return tensor.pin_memory() [rank7]: RuntimeError...
也就是GPU0的时候，那么这个参数带进来的Location信息于你的台式机不兼容，就会发生找不到cuda device的...
RuntimeError: CUDA error: invalid argument 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. ...
下面是我的源代码 import sys import cv2 import numpy as np import pycuda.autoinit import pycuda.driver as cuda import tensorrt as trt import os os.environ["CUDA_VISIBLE_DEVICES"] = "0" # 或您要使用的其他设备ID TRT_LOGGER = trt.Logger(trt.Logger.VERBOSE) d
1,RuntimeError: CUDA error: device-side assert triggered 使用pytorch的时候报这个错误说明你label中有些指不在[0, num classes), 区间左闭右开。比如类别数num_class=3, 你的label出现了-1或者3, 4, 5等!!! 2.RuntimeError:invalid argument 5:k not in range for dimension at /pytorch/ate ......
Description I’m using tensorrt to run a mask-rcnn model, and using pytorch to postprocess the result. when the inference result contains more than 2 bounding boxes, and I print the result, a GPU tensor, it raises an e…
while running above code we are faing an problem [08/14/2024-11:58:45] [TRT] [E] 1: [defaultAllocator.cpp::deallocate::42] Error Code 1: Cuda Runtime (invalid argument) Segmentation fault (core dumped) please provide solution for the same...
Describe the bug When trying to run train_dreambooth.py with --enable_xformers_memory_efficient_attention the process exits with this error: RuntimeError: CUDA error: invalid argument CUDA kernel errors might be asynchronously reported a...