[yes/NO]: Do you want to use DeepSpeed? [yes/NO]: yes Do you want to specify a json file to a DeepSpeed config? [yes/NO]: yes Please enter the path to the json DeepSpeed config file: ds_config.json Do you want to enable `deepspeed.zero.Init` when using ZeRO Stage-3 for ...
>>>How many different machines will you use (use more than 1 for multi-node training)? [1]:1 Do you want to use DeepSpeed? [yes/NO]: no >>>Do you want to use FullyShardedDataParallel? [yes/NO]: no >>>How many GPU(s) should be used for distributed training? [1]:2 >>>Do...
This can avoid timeout issues but will be slover. fves/Nol:Do you wish to optinize your seript with torch dynano?[yes/No]:Do you want to use DeepSpeed? [yes/No]: yesDo you want to specify a json file to a DeepSpeed config? [yes/No]: NoWhat should be your DeepSpeed's ZeR0 ...
192.168.0.242 What is the port you will use to communicate with the main process? 9000 Do you want to use DeepSpeed? [yes/NO]: How many processes in total will you use? [1]: Do you wish to use FP16 (mixed precision)? [yes/NO]: yes ...
Launching training using DeepSpeed 🤗 Accelerate supports training on single/multiple GPUs using DeepSpeed. To use it, you don't need to change anything in your training code; you can set everything using justaccelerate config. However, if you desire to tweak your DeepSpeed related args from ...
If you are familiar with launching scripts in PyTorch yourself such as withtorchrun, you can still do this. It is not required to useaccelerate launch. 默认的运行时需要用到配置文件的,但是也是可以不使用配置文件的形式来运行,我们可以通过命令行的形式来运行,比如多GPU训练的demo: ...
How many different machines will you use (use more than 1 for multi-node training)? [1]: Should distributed operations be checked while running for errors? This can avoid timeout issues but will be slower. [yes/NO]: yes Do you want to use Intel PyTorch Extension (IPEX) to speed up ...
5000 Do you want to use DeepSpeed? [yes/NO]: yes Do you want to specify a json file to a DeepSpeed config? [yes/NO]: What should be your DeepSpeed's ZeRO optimization stage (0, 1, 2, 3)? [2]: 2 Where to offload optimizer states? [none/cpu/nvme]: cpu Where to offload ...
multi-GPU How many different machines will you use (use more than 1 for multi-node training)? [1]: Do you wish to optimize your script with torch dynamo?[yes/NO]: Do you want to use DeepSpeed? [yes/NO]: Do you want to use FullyShardedDataParallel? [yes/NO]: yes ---What should...
- use_cpu: False -num_processes:2- machine_rank:0- num_machines:1- main_process_ip: None - main_process_port: None - main_training_function: main -deepspeed_config:{}- fsdp_config:{} 比较与对比:典型的 PyTorch 训练循环 以下是您必须熟悉的基本 PyTorch 训练循环: ...