deepspeedai / deepspeedai/DeepSpeed
[BUG] I have been trying to run deepspeed on 32 GB Tesla V 100 GPU
@mrwyattii is already working on this.
Since May 5, 2023.
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Description
Describe the bug
I have been trying to run deepspeed on 32 GB Tesla V 100 GPU but it still does not work. I tried parellelizing it over 4 GPUs as well and it shows me a SIGKILL
To Reproduce
Here is the code i ran
`import os
import deepspeed
import torch
from transformers import pipeline
local_rank = int(os.getenv('LOCAL_RANK', '0'))
world_size = int(os.getenv('WORLD_SIZE', '1'))
generator = pipeline('text-generation', model='EleutherAI/gpt-neo-2.7B')
generator.model = deepspeed.init_inference(generator.model,
mp_size=world_size,
dtype=torch.float,
replace_with_kernel_inject=True)
string = generator("DeepSpeed is", do_sample=True, min_length=50)
if not torch.distributed.is_initialized() or torch.distributed.get_rank() == 0:
print(string)
`
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