Performance skills

Chat Performance Testing

microsoft

Benchmark and validate chat UI performance in VS Code.

Memory Leak Audit

microsoft

Prevent memory leaks with effective coding patterns.

Vercel React Best Practices

vercel-labs

Optimize your React and Next.js applications for performance.

Customize Clocks

nvidia

Control CPU, GPU, and EMC clock settings for Jetson devices.

C

CuTile Autotuning

nvidia

Optimize CuTile kernels with automated tuning techniques.

DeepStream Profiling

nvidia

Efficiently profile and tune DeepStream pipelines.

RAG-Perf

nvidia

Benchmark performance of NVIDIA RAG Blueprint servers.

Memory Tuning

nvidia

Optimize GPU memory usage during training runs.

CUDA Graphs

nvidia

Optimize GPU performance with CUDA graph capture.

O

Omniverse USD Performance Tuning

nvidia

Optimize USD performance for better loading and rendering.

PhysicsNeMo ShardTensor

nvidia

Optimize domain parallelism for PyTorch models.

J

Jetson Inference Memory Tuning

nvidia

Optimize memory settings for LLM/VLM on NVIDIA Jetson.

M

Megatron Bridge Resiliency

nvidia

Enhance fault tolerance and performance in distributed training.

P

Parallelism Strategy Selection

nvidia

Optimize parallelism for Megatron Bridge models effectively.

Accelerated Computing cuDF

nvidia

Efficient GPU DataFrame operations for pandas users.

C

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.

J

Jetson Memory Optimizer

nvidia

Optimize DRAM usage for Jetson devices.

M

MoE Dispatcher Selection

nvidia

Optimize your MoE token dispatcher for peak performance.

C

cuTile Kernel Performance Optimization

nvidia

Optimize cuTile kernel performance iteratively and systematically.

M

MoE Optimization Workflow

nvidia

Streamline MoE model training with systematic guidance.

H

Hierarchical Context Parallel

nvidia

Optimize Megatron-Bridge for hierarchical context parallelism.

Jetson Print Device Info

nvidia

Capture essential Jetson device details effortlessly.