工具包,包含 Redis 安装、基于 Redis 的GPU 任务队列管理等功能
Project description
安装
pip install xspike
安装 Redis
在终端中输入以下命令后,根据提示安装 Redis 并启动 Redis 数据维护服务:
xspike
GPU 自动选择、排队
import xspike as x
queuer = x.GPUQueuer()
# Start the queuer
queuer.start()
# Your code here
# Stop the queuer
queuer.close()
批量启动实验
将实验启动命令放在项目目录下的 exp_plans/exp_demo/xxx.sh 文件中,每条命令之间用换行分割,示例如下:
CUDA_VISIBLE_DEVICES=0 python run.py \
'lr=5e-2' \
'max_epochs=1' \
'lora_rank=512' \
'lora_alpha=1024'
CUDA_VISIBLE_DEVICES=0 python run.py \
'lr=5e-3' \
'max_epochs=1' \
'lora_rank=1024' \
'lora_alpha=2018'
# 其他实验命令......
并在项目目录下运行以下命令:
xx
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