Python tensorflow报错： CUDA_ERROR_OUT_OF_MEMORY

最新推荐文章于 2025-06-01 11:48:55 发布

qq_34851605

最新推荐文章于 2025-06-01 11:48:55 发布

阅读量3.5k

点赞数 2

CC 4.0 BY-SA版权

分类专栏：深度学习平常项目文章标签： tensorflow 深度学习神经网络

本文链接：https://blog.youkuaiyun.com/qq_34851605/article/details/109863385

tensorflow报错： CUDA_ERROR_OUT_OF_MEMORY

这几天在做卷积神经网络的一个项目，遇到了一个问题CUDA_ERROR_OUT_OF_MEMORY。运行代码时前三四百次都运行正常，之后就一直报这个错误（而且第二次、第三次重新运行程序时，报错会提前），但是程序不停止。今天空闲下来，就看一看这个问题。
详细信息（因为我的报错解决了，所以从网上找了一个相同的报错信息）：

2017-03-28 23:38:19.485396: E tensorflow/stream_executor/cuda/cuda_driver.cc:924] failed to alloc 8589934592 bytes on host: CUDA_ERROR_OUT_OF_MEMORY
2017-03-28 23:38:19.485583: W ./tensorflow/core/common_runtime/gpu/pool_allocator.h:195] could not allocate pinned host memory of size: 8589934592
2017-03-28 23:38:19.485729: E tensorflow/stream_executor/cuda/cuda_driver.cc:924] failed to alloc 7730940928 bytes on host: CUDA_ERROR_OUT_OF_MEMORY
2017-03-28 23:38:19.485823: W ./tensorflow/core/common_runtime/gpu/pool_allocator.h:195] could not allocate pinned host memory of size: 7730940928
2017-03-28 23:38:19.485932: E tensorflow/stream_executor/cuda/cuda_driver.cc:924] failed to alloc 6957846528 bytes on host: CUDA_ERROR_OUT_OF_MEMORY
2017-03-28 23:38:19.486023: W ./tensorflow/core/common_runtime/gpu/pool_allocator.h:195] could not allocate pinned host memory of size: 6957846528
2017-03-28 23:38:19.486165: E tensorflow/stream_executor/cuda/cuda_driver.cc:924] failed to alloc 6262061568 bytes on host: CUDA_ERROR_OUT_OF_MEMORY
2017-03-28 23:38:19.486233: W ./tensorflow/core/common_runtime/gpu/pool_allocator.h:195] could not allocate pinned host memory of size: 6262061568
2017-03-28 23:38:19.486324: E tensorflow/stream_executor/cuda/cuda_driver.cc:924] failed