JeffWang987 / OpenOccupancy

[ICCV 2023] OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception
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How long does it takes for training the model? #1

Closed Yiir-1 closed 1 year ago

Yiir-1 commented 1 year ago

Thanks for the good work! I want to know how long does it takes for training the model using 8 GPUs? And which GPU do you use to train the model?

JeffWang987 commented 1 year ago

Thanks for the good work! I want to know how long does it takes for training the model using 8 GPUs. And which GPU do you use to train the model?

We use 8 A100 GPUs to train the models, and the training time for camera-based, LiDAR-based and multimodal baselines are approximately 20h, 12h, 25h. For camera-based CONet, LiDAR-based CONet and multimodal CONet, the training time are 34h, 20h, 36h. Note that the validation is enabled per epoch, so you can disable it for fast training.