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geopavlakos / hamer

HaMeR: Reconstructing Hands in 3D with Transformers
https://geopavlakos.github.io/hamer/
MIT License
326 stars 28 forks source link

Could you tell me about the training environment? #53

Closed MY-CODE-1981 closed 1 month ago

MY-CODE-1981 commented 1 month ago

Under what kind of environment was the training of this program executed? For example, was it on Ubuntu, which company's GPU was used and what were its VRAM and clock speed? Did it utilize multiple GPUs? Given that EGL offscreen rendering is used, it is unlikely that a GPU server machine (a machine that typically operates without a display) was used. Currently, I have started training using an RTX 3090, but after two days, it has only progressed to epoch 4.

geopavlakos commented 1 month ago

The EGL rendering can be done on a headless machine, so that's not an issue for using a GPU server. Check also this https://github.com/geopavlakos/hamer/issues/38#issuecomment-2096948172 for the training configuration.