TensorRT Optimization
Master high-throughput inference on NVIDIA GPUs using specialized CUDA kernels.
FP16/INT8 Kernels
Automatic layer fusion and kernel auto-tuning for Ampere, Lovelace, and Hopper architectures.
Multi-GPU Sharding
Deploy across A100/H100 clusters with balanced neural sharding across NVLink.
Target Parameters
# Export for NVIDIA Orin (Jetson)
edge-ai export --target tensorrt --gpu orin --precision int8
TRT Engine Serialization
Our engine automatically handles serialization to .plan files optimized for the specific GPU UUID detected during export.