torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 5.64 GiB (GPU 0; 14.62 GiB total capacity; 8.47 GiB already allocated; 5.53 GiB free; 8.47 GiB reserved in total by PyTorch)

Job ID: 36901573

Budget: $30 – $250 AUD

I am looking for a skilled freelancer to help me resolve a torch.cuda.OutOfMemoryError issue that I am currently facing.
its on a linux server where cuda nvidia are installed

Dataset Size:
- The size of my dataset is not specified.

Batch Size:
- The batch size is not specified.

GPU Memory Allocation:
- The maximum amount of GPU memory that I am willing to allocate for this task is not specified.

Skills and Experience:
- Strong knowledge and experience in PyTorch and CUDA programming.
- Experience in resolving memory allocation issues in PyTorch.
- Familiarity with GPU memory management and optimization techniques.
- Ability to troubleshoot and debug torch.cuda.OutOfMemoryError errors.
- Strong problem-solving skills and attention to detail.

If you have the required skills and experience, please reach out to me with your proposal and relevant past work samples.