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陈科研 committed Nov 27, 2023
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Expand Up @@ -343,7 +343,7 @@ python zero_to_fp32.py . $SAVE_CHECKPOINT_NAME -t $CHECKPOINT_DIR # $SAVE_CHECK
| RSPrompter-anchor | ViT-B/16 | 1024x1024 | 1x RTX 4090 24G | 2 | AMP FP16 | 20.9 GB |
| RSPrompter-query | ViT-B/16 | 1024x1024 | 1x RTX 4090 24G | 1 | AMP FP16 | OOM |
| RSPrompter-query | ViT-B/16 | 1024x1024 | 8x NVIDIA A100 40G | 1 | ZeRO-2 | 39.6 GB |
| RSPrompter-anchor | ViT-B/16 | 512x512 | 8x RTX 4090 24G | 4 | AMP FP16 | 20.9 GB |
| RSPrompter-anchor | ViT-B/16 | 512x512 | 8x RTX 4090 24G | 4 | AMP FP16 | 20.2 GB |
| RSPrompter-query | ViT-B/16 | 512x512 | 8x RTX 4090 24G | 2 | ZeRO-2 | 21.1 GB |

注解:低分辨率输入图像可以有效减小模型的显存占用,但是其实际性能并未验证,具体见[配置文件](configs/rsprompter/rsprompter_query-nwpu-peft-512.py)
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