要在PyTorch中使用FairScale, importtorchfromfairscale.optim.ossimportOSSfromfairscale.nn.data_parallelimportShardedDataParallelasShardedDDPdeftrain(rank:int,world_size:int,epochs:int):# 初始化进程组dist_init(rank,world_size)# 问题陈述model=model().to(rank)dataloader=dataloader()loss_ln=loss()# 优化器...
importtorchimporttorch.distributedasdistimporttorch.multiprocessingasmpfromfairscale.optim.ossimportOSSfromfairscale.nn.data_parallelimportShardedDataParallelasShardedDDPdeftrain(rank:int,world_size:int,epochs:int):# DDP init exampledist.init_process_group(backend='nccl',init_method="tcp://localhost:29501"...
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export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 we get: Runtim...
export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 we get: Runti...
export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 ...
export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 we get...
export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 we ...
export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 we ge...
export BS=1 CUDA_VISIBLE_DEVICES=0 ./finetune_trainer.py \ --model_name_or_path t5-3b --n_train 60 --n_val 10 \ --per_device_eval_batch_size $BS --per_device_train_batch_size $BS \ --task translation_en_to_ro --fp16 [...] No cookie, even with BS=1 we get...