fix(tj): finetune spaceinvaders from atari26 pretrained ckpt in ScaleZero#399
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tAnGjIa520 wants to merge 1 commit intoopendilab:dev-multitask-balance-cleanfrom
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fix(tj): finetune spaceinvaders from atari26 pretrained ckpt in ScaleZero#399tAnGjIa520 wants to merge 1 commit intoopendilab:dev-multitask-balance-cleanfrom
tAnGjIa520 wants to merge 1 commit intoopendilab:dev-multitask-balance-cleanfrom
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puyuan1996
requested changes
Aug 13, 2025
| # finetune_components = ['transformer'] # load-enc-trans_finetune-trans-head | ||
| finetune_components = [] # load-enc-trans_finetune-encoder-head | ||
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| for seed in [3]: |
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scalezero加载ckpt全量调整和scalezero从零训的版本都指定为seed0
| n_episode = 8 | ||
| evaluator_env_num = 3 | ||
| # num_simulations = 50 | ||
| num_simulations = 25 |
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是需要改成collect_num_simulations为25， eval_num_simulations为50。全部改成25，eval的性能是会下降的
| num_segments = collector_env_num | ||
| n_episode = 8 | ||
| evaluator_env_num = 3 | ||
| num_simulations = 25 |
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atari_unizero_multitask_segment_ddp_config_debug_naive.py 单任务从0微调
atari_unizero_multitask_segment_ddp_config_finetune_SpaceInvaders_full.py 全量微调
atari_unizero_multitask_segment_ddp_config_finetune_SpaceInvaders_head_back_encoder_lora.py 微调head+encoder(lora)+backbone(lora)
atari_unizero_multitask_segment_ddp_config_finetune_SpaceInvaders_head_back_lora.py 微调head+backbone(lora)
atari_unizero_multitask_segment_ddp_config_finetune_SpaceInvaders_head.py 微调(head)