GPU INFRASTRUCTURE
AI InfrastructureCalculator
Calculate GPU resources and costs for
pre-training, fine-tuning, and inference workloads
FEATURES
Key Features
VRAM Calculation
Accurate GPU memory estimation based on model parameters, precision, and batch size
Latest GPU Support
H100, H200, B200, A100, RTX series with up-to-date specifications
TCO Analysis
Total cost of ownership including GPU, power, colocation, and network
Multi-GPU Scaling
NVLink and PCIe multi-GPU efficiency and scalability considerations
WORKLOADS
Supported Workloads
Training
Pre-training
Training
Fine-tuning
Efficient
LoRA / QLoRA
Inference
Production
General
ML / DL
Architecture