RVC-Project / RVC-Project/Retrieval-based-Voice-Conversion-WebUI
AMD-rocm-linux problem with VRAM
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Description
my device:
At the begining,i try ubtunu 20.04/22.04 with rocm 5.7/6.0/6.0.2/6.1.1/6.1.2 ,everytime ,the time loading epoch 1 take long time, and there will definitely be a crash and followed by black screen, i also try batch size = 1//4/6/8/10/12 and data set =3h/1h/20min ,no help .Yesterday,rocm 6.1.2 realease,however,nothing has changed.
and i launch with :
export CUDA_VISIBLE_DEVICES=0
export CUDA_CACHE_MAXSIZE=4294967296
export HIP_VISIBLE_DEVICES=0
export HSA_OVERRIDE_GFX_VERSION=11.0.0
export PYTORCH_ROCM_ARCH="gfx1100"
so, i wonder whats the problem ,my env or program(rocm、pytorch、tensorflow-rocm etc.) or my GPU ?
because it crash without any error code,so i cannot provide more info
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- Read the whole issue, then the project's contributing guide.
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Research direction
No source file, test, or project entry point is named. Start by reproducing the epoch-1 load with the reported Ubuntu, ROCm, PyTorch, GPU, and environment-variable settings, then capture diagnostic output; done means isolating whether the crash comes from the program, dependencies, or GPU.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100