Performance skills
Free performance skills for AI coding agents, part of our developer tools collection.
27 skills
cuTile Kernel Performance Optimization
nvidia
Optimize cuTile kernel performance iteratively and systematically.
RAG-Perf
nvidia
Benchmark performance of NVIDIA RAG Blueprint servers.
PhysicsNeMo ShardTensor
nvidia
Optimize domain parallelism for PyTorch models.
Omniverse USD Performance Tuning
nvidia
Optimize USD performance for better loading and rendering.
Megatron Bridge Resiliency
nvidia
Enhance fault tolerance and performance in distributed training.
Sequence Packing
nvidia
Optimize sequence packing for LLMs and VLMs in Megatron-Bridge.
Parallelism Strategy Selection
nvidia
Optimize parallelism for Megatron Bridge models effectively.
MoE Hardware Configurations
nvidia
Optimize your MoE training across hardware platforms.
MoE Dispatcher Selection
nvidia
Optimize your MoE token dispatcher for peak performance.
MoE Communication Overlap
nvidia
Optimize expert-parallel communication in Megatron Bridge.
Memory Tuning
nvidia
Optimize GPU memory usage during training runs.
Hierarchical Context Parallel
nvidia
Optimize Megatron-Bridge for hierarchical context parallelism.
MoE Expert-Parallel Overlap
nvidia
Optimize MoE model performance with expert-parallel communication.
CUDA Graphs
nvidia
Optimize GPU performance with CUDA graph capture.
CPU Offloading
nvidia
Optimize memory usage by offloading CPU tasks in Megatron Bridge.
Activation Recompute
nvidia
Optimize GPU memory usage with activation recompute.
NeMo Evaluator Plugin
nvidia
Evaluate models and datasets efficiently with NeMo.
Jetson Print Device Info
nvidia
Capture essential Jetson device details effortlessly.
Jetson Memory Optimizer
nvidia
Optimize DRAM usage for Jetson devices.
Jetson Inference Memory Tuning
nvidia
Optimize memory settings for LLM/VLM on NVIDIA Jetson.
DeepStream Profiling
nvidia
Efficiently profile and tune DeepStream pipelines.
Accelerated Computing cuDF
nvidia
Efficient GPU DataFrame operations for pandas users.
TP DP PP Communication Overlap
nvidia
Optimize Megatron-Bridge for efficient communication overlap.
Megatron FSDP
nvidia
Optimize distributed training with Megatron FSDP.