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| point_conf = 0.3 | |
| feedb_conf = 0.3 | |
| color_conf = 0.3 | |
| ja_point_conf = 0.3 | |
| ja_feedb_conf = 0.3 | |
| ja_color_conf = 0.3 | |
| emul_conf = 2 | |
| rri_conf = 0.2*4 | |
| op_conf = 0.5 * 3 # hidden, normal, expert | |
| form_conf = 0.2*8 | |
| scaf_conf = 0.2*4 | |
| configurations = point_conf + feedb_conf + color_conf + ja_point_conf + ja_feedb_conf + ja_color_conf + emul_conf + rri_conf + op_conf + form_conf + scaf_conf | |
| # configurations = 1 | |
| # | |
| configurations = 0.3 + 0.3 + 0.3 + 8*0.3 | |
| # configurations = 3*0.2 + 0.5 + 0.04*2 + 0.5*2 | |
| # num_of_trains = 3 + 3 + 2 + 4 + 3 + 8 + 4 | |
| # print("num_of_trains:", num_of_trains) | |
| configurations = 0.01 * 6 | |
| print(f"Number of trains: {configurations}") | |
| frames = 100_000_000 | |
| # frames = 75_000_000 | |
| # frames = 50_000_000 | |
| seeds = 8 | |
| # seeds = 4 | |
| print(f"Number of seeds: {seeds}") | |
| # ## one GPU | |
| # fps = 300 | |
| fps = 580 # ssh jz | |
| # fps = 500 # ssh pf | |
| gpus_per_seed = 1 | |
| print(f"\n{gpus_per_seed} GPU") | |
| seed_frames = frames | |
| one_seed_time = 1_000_000 / (fps * 60 * 60) | |
| print("train time (1M frames): {}h - {:d}d {:.0f}h".format( | |
| one_seed_time, | |
| int(one_seed_time // 24), one_seed_time % 24) | |
| ) | |
| total_gpuh = configurations*seeds*gpus_per_seed*frames/(fps*60*60) | |
| print("total gpu hours 1 gpups:", total_gpuh) | |
| # ## half a GPU | |
| # | |
| # fps = 275 | |
| # fps = 370 # ssh jz | |
| # # fps = 300 # ssh pf | |
| # gpus_per_seed = 0.5 | |
| # | |
| # print(f"\n{gpus_per_seed} GPU") | |
| # one_seed = frames/(fps*60*60) | |
| # print("train time: {}h - {:d}d {:.0f}h".format(one_seed, int(one_seed // 24), one_seed % 24)) | |
| # | |
| # total_gpuh = configurations*seeds*gpus_per_seed*frames/(fps*60*60) | |
| # print("total gpu hours 0.5 gpups:", total_gpuh) | |
| # | |
| # # ## 1/3 of a GPU | |
| # fps = 250 # ssh jz 1/3 | |
| # # fps = 250 # ssh 1/3 pf | |
| # | |
| # gpus_per_seed = 0.33 | |
| # print(f"\n{gpus_per_seed} GPU") | |
| # | |
| # one_seed = frames/(fps*60*60) | |
| # print("train time: {}h - {:d}d {:.0f}h".format(one_seed, int(one_seed // 24), one_seed % 24)) | |
| # | |
| # total_gpuh = configurations*seeds*gpus_per_seed*frames/(fps*60*60) | |
| # print("total gpu hours 0.33 gpups:", total_gpuh) | |
| # | |
| # | |
| # # ## 1/4 of gpu | |
| # # fps = 190 # ssh 1/4 pf | |
| # # | |
| # # gpus_per_seed = 0.25 | |
| # # print(f"\n{gpus_per_seed} GPU") | |
| # # | |
| # # one_seed = frames/(fps*60*60) | |
| # # print("train time: {}h - {:d}d {:.0f}h".format(one_seed, int(one_seed // 24), one_seed % 24)) | |
| # # | |
| # # total_gpuh = configurations*seeds*gpus_per_seed*frames/(fps*60*60) | |
| # # print("total gpu hours 0.25 gpups:", total_gpuh) | |