CLIPSeg on 10GB GPU
Compatible with 10GB GPU
This node will run on RTX 3080 (10GB) and similar GPUs with 10GB VRAM.
Optimized Settings for 10GB
VRAM Utilization
20%
You're using 20% of your 10GB VRAM, leaving 8.0GB headroom.
Recommended Batch Size
8
Start with batch size of 8 for optimal performance.
Suggested Resolution
1024x1024 or higher
Best balance of quality and performance for 10GB.
Performance Tips
- Close other GPU-intensive applications
- Low VRAM mode available
- Monitor GPU usage with nvidia-smi
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VRAM Requirements
- Base VRAM Requirement:
- 2048MB (2.00GB)
- Your GPU (10GB):
- 10240MB (10GB) - RTX 3080 (10GB)
- VRAM Utilization:
- 20%
- Available Headroom:
- 8.00GB
- Low VRAM Mode:
- ✓ Supported
- Estimation Confidence:
- MEDIUM
Python Dependencies
matplotlib==3.7.1matplotlib-inline==0.1.6numpy==1.24.2open-clip-torch==2.16.0opencv-python==4.7.0.72pillow==9.4.0pytorch-lightning==2.0.0torch==2.0.0+cu118torchaudio==2.0.1+cu118torchdiffeq==0.2.3
+ 4 more dependencies