I was setting num_gpu (Ollama) parameter as 2, because I have 2 RTX 3090 GPU boards. Don't know if I am too dumb to have made this inference... but it seems that this number has to do, ACTUALLY, with the number
stop<string> <string> ... 设置生成文本时的终止条件,模型在生成这些字符串时将停止生成。 多GPU 设置 在多GPU 环境中,num_gpu参数非常关键。假设你有 4 张 GPU,可以使用以下命令来设置: /set parameter num_gpu 4 1. 这个设置会使模型在推理过程中使用 4 张 GPU,自动分配计算任务到不同的 GPU 上,以...
Add missing num_gpu ollama configuration parameter#4773 Merged krrishdholakia merged 1 commit into BerriAI:main from titusz:patch-1 Jul 19, 2024 +2 −0 Conversation 1 Commits 1 Checks 1 Files changed 1 Add missing `num_gpu` ollama configuration parameter fcef2c4 Vercel Vercel Preview ...
resnet.fc=nn.Linear(num_features,10)# 创建一个新的模型实例 model=resnet # 打印模型的参数forname,paraminmodel.named_parameters():print(name,param.size())# 输出: # conv1.weight torch.Size([64,3,7,7])# conv1.bias torch.Size([64])# bn1.weight torch.Size([64])# bn1.bias torch....
(num_input,num_output)# 创建2*1的buffer(标准正态分布)self.register_buffer("buffer",torch.randn(2,1))# 创建普通成员变量(标准正态分布)self.a=torch.randn(3)defforward(self,x):returnself.layer(x)# 创建模型model=Model(4,1)# 设备转移:CPU-GPUmodel.cuda()print(model.state_dict())print(...
LoRAs remain in the GPU cache as long as there is space and the least recently used LoRA is removed first. The size of the GPU cache is configured by setting theNIM_MAX_GPU_LORASenvironment variable. The number of LoRAs that can fit in the GPU cache is an upper bound on the number ...
在这个例子中,我希望z_proto对于不同的GPU是全局的。然而,在数据并行模式下,它也被拆分到不同的GPU中。如何解决这样的问题?谢谢。class SequencePrototypeTokenClassification(nn.Module): def __init__(self,seq_model, label_num): 浏览22提问于2019-04-22得票数 1 回答已采纳 1回答 避免内部操作修改参数的...
from_pretrained(model, adapter_path) # Move model to GPU if available device = "cuda" if torch.cuda.is_available() else "cpu" model.to(device) # Generate text input_text = "Your input prompt here" inputs = tokenizer(input_text, return_tensors="pt").to(device) output = model....
◆ numrepeated uint32 apollo::perception::inference::DummyDataParameter::num = 2 在文件 rt.proto 第929 行定义.◆ shaperepeated BlobShape apollo::perception::inference::DummyDataParameter::shape = 6 在文件 rt.proto 第926 行定义.◆ width...
"""# 获取gpu数量ifisinstance(cluster_resolver, TFConfigClusterResolver): num_gpus = context.num_gpus()else: num_gpus = cluster_resolver.num_accelerators().get("GPU",0)# Save the num_gpus_per_worker for configure method.self._num_gpus_per_worker = num_gpus# 从集群配置之中获取信息cl...