🌊 Depthflow Nodes on 12GB GPU

akatz-ai controlvideo 4096MB VRAM

Compatible with 12GB GPU

This node will run on RTX 3060 (12GB), RTX 4070 and similar GPUs with 12GB VRAM.

Optimized Settings for 12GB

VRAM Utilization

33%

You're using 33% of your 12GB 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 12GB.

Performance Tips

  • Close other GPU-intensive applications
  • Monitor GPU usage with nvidia-smi

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VRAM Requirements

Base VRAM Requirement:
4096MB (4.00GB)
Your GPU (12GB):
12288MB (12GB) - RTX 3060 (12GB), RTX 4070
VRAM Utilization:
33%
Available Headroom:
8.00GB
Low VRAM Mode:
✗ Not supported
Estimation Confidence:
MEDIUM

Python Dependencies

  • depthflow==0.9.1
  • numpy
  • opencv-python
  • pydantic

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