About the tracking speed (FPS)

Event-AHU / Mamba_FETrack

[PRCV-2024] State Space Model based Frame-Event Tracking

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About the tracking speed (FPS) #1

Closed XiaokunFeng closed 4 months ago

XiaokunFeng commented 4 months ago

Thanks for your exploration of the integration of Mamba and tracking tasks, which has shown significant advantages in terms of params and flops. However, it is counterintuitive that I have noticed the model’s speed is relatively slow, lagging behind models with larger parameter sizes. I would like to inquire about the reasons for this discrepancy.

wangxiao5791509 commented 4 months ago

@XiaokunFeng Hi, the FPS is tested on a server with 4* RTX3090 GPUs. We re-started the server and tested the FPS, however, it still showed a limited speed compared with other trackers which also confused us. We will further exploit this issue.