Tranning Needed memory size

Question

Tranning Needed memory size

amituofo1996 opened this issue 2 years ago · 3 comments

amituofo1996 commented 2 years ago

Hi,
My computer have 23GB memory, when I start trainning repr_table6_h36m_model.yaml, I can only load needed 2d data and 3d data.
How can I do? Can I separate 3D data and train stage by stage? are you still remeber your experiment memory?

Answer 1 · 2022-07-27T01:59:27.000Z

Can you tell me about your trainning time?

Answer 2 · 2022-07-27T03:20:29.000Z

Hi, it took approx 55GB.

My recommendation is to discard 1/3 - 1/2 of the whole dataset in a random manner and train with the remaining data. It would give similar accuracy

Answer 3 · 2022-07-27T03:22:30.000Z

Thanks for your quick reply!