deepinsight / deepinsight/insightface
MXNetError: cudaMalloc retry failed: out of memory
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- Python
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Description
使用单张GeForce GTX 750 Ti显卡，显存是2G，在训练RetinaFace时报`MXNetError: cudaMalloc retry failed: out of memory`错误，如果不增加显卡的情况下能否解决这个问题。
贴一下显卡信息
```
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.66 Driver Version: 450.66 CUDA Version: 11.0 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 GeForce GTX 750 Ti Off | 00000000:01:00.0 On | N/A |
| 33% 34C P8 1W / 38W | 98MiB / 1999MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| 0 N/A N/A 4240 G /usr/lib/xorg/Xorg 96MiB |
+-----------------------------------------------------------------------------+
```
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