Post from Aug 25, 2025

Experimented with TensorRT-RTX (a new library offered by NVIDIA). The first step was a tiny toy model, just to get the build and test setup working. The reference model in PyTorch: import torch import torch.nn as nn class TinyCNN (nn . Module): def __init__ (self): super() . __init__ () self . conv = nn . Conv2d( 3 , 8 , 3 , stride = 1 , padding = 1 ) self . relu = nn . ReLU() self . pool = nn .…