53 lines
1.5 KiB
YAML
53 lines
1.5 KiB
YAML
version: '3.8'
|
||
|
||
services:
|
||
ubuntu-finetune:
|
||
build:
|
||
context: .
|
||
dockerfile: Dockerfile
|
||
args: # PyTorch版本、Python版本与pytorch_lightning版本的对应关系表 https://blog.csdn.net/qq_41813454/article/details/137421822
|
||
PYTHON_VERSION: 3.9
|
||
CUDA_VERSION: 11.7.1
|
||
PYTORCH_VERSION: 1.13.1
|
||
TORCHVISION_VERSION: 0.14.1
|
||
TORCHAUDIO_VERSION: 0.13.1
|
||
DS_BUILD_OPS: 1
|
||
DS_BUILD_SPARSE_ATTN: 1
|
||
DS_BUILD_FUSED_ADAM: 1
|
||
DS_BUILD_CPU_ADAM: 1
|
||
USE_CUDA: 1
|
||
USE_ROCM: 0
|
||
USE_XPU: 0
|
||
CUDA: cu117
|
||
CUDA_ARCH_LIST: "80;86" # for RTX 4090, all : "80;86;89;90" 编译deepspeed内核需要，这个参数很严格
|
||
SETUPTOOLS_VERSION: "69.5.1"
|
||
ROOT_PASSWD: "root"
|
||
DCUTLASS_NVCC_ARCHS: "90a" # 90a for H100 ,89:GeForce RTX 4090
|
||
volumes:
|
||
- ./src:/bbtft
|
||
container_name: ubuntu-finetune
|
||
pull_policy: if_not_present
|
||
tty: true
|
||
restart: unless-stopped
|
||
image: hotwa/deepspeed:pt113
|
||
shm_size: '32gb'
|
||
ports:
|
||
- 3227:2222
|
||
command: ["/usr/sbin/sshd", "-D"]
|
||
environment:
|
||
- NVIDIA_VISIBLE_DEVICES=all
|
||
- NVIDIA_DRIVER_CAPABILITIES=compute,utility
|
||
networks:
|
||
- network_finetune
|
||
deploy:
|
||
resources:
|
||
reservations:
|
||
devices:
|
||
- driver: nvidia
|
||
count: all
|
||
capabilities: [gpu]
|
||
|
||
networks:
|
||
network_finetune:
|
||
name: network_finetune
|