KillTheAI

Running Machine Learning Models on NVIDIA P100 for Inference

Framework Compatibility

The NVIDIA P100 is well-supported by major ML frameworks:

• TensorFlow
• PyTorch
• MXNet
• ONNX Runtime
• Caffe/Caffe2

KillTheAI

import torch

def optimize_model_for_p100(model, use_amp=True):
    # Move model to GPU
    model = model.cuda()
    
    # Use FP16 precision (P100 supports this, but without Tensor Cores)
    if use_amp:
        model = model.half()