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Performance is unstable. about stream3dppe HOT 4 CLOSED

AlmoonYsl avatar AlmoonYsl commented on August 28, 2024
Performance is unstable.

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drilistbox avatar drilistbox commented on August 28, 2024

This is a normal phenomenon for petr-series method.
And the setting, i.e. (bs4 * 4gpus with BN) / (bs2 * 8gpus with BN) / (bs4 * 4gpus with SyncBN), are not equivalent. Parameters need to be adjusted under different settings.

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AlmoonYsl avatar AlmoonYsl commented on August 28, 2024

This is a normal phenomenon for petr-series method. And the setting, i.e. (bs4 * 4gpus with BN) / (bs2 * 8gpus with BN) / (bs4 * 4gpus with SyncBN), are not equivalent. Parameters need to be adjusted under different settings.

Thanks for your replay. If I want to use batch_size=2, num_gpus=8 for training stream3dppe, what the config should be changed? Can you give me some suggestions?

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drilistbox avatar drilistbox commented on August 28, 2024

In fact, we have never conduct ablation study on stream3dppe with 8 gpus as the sources are limited.
I thought bs per gpu and lr are also need to be adapted. Best wishes!

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AlmoonYsl avatar AlmoonYsl commented on August 28, 2024

In fact, we have never conduct ablation study on stream3dppe with 8 gpus as the sources are limited. I thought bs per gpu and lr are also need to be adapted. Best wishes!

Thanks for your suggestions!

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