QwenLM / Qwen-VL

The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.
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RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:1 and cpu! #408

Open KDD2018 opened 1 month ago

KDD2018 commented 1 month ago

deepspeed启用zero3时,在多个迭代训练之后出现RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:1 and cpu! zero3参数配置如下:

"zero_optimization": { "stage": 3, "offload_optimizer": { "device": "cpu", "pin_memory": true }, "offload_param": { "device": "cpu", "pin_memory": true }, "overlap_comm": true, "contiguous_gradients": true, "sub_group_size": 1e9, "reduce_bucket_size": "auto", "stage3_prefetch_bucket_size": "auto", "stage3_param_persistence_threshold": "auto", "stage3_max_live_parameters": 1e9, "stage3_max_reuse_distance": 1e9, "stage3_gather_16bit_weights_on_model_save": true },