Performance skills

Heap Snapshot Analysis

microsoft

Investigate V8 heap snapshots for memory issues.

V

VS Code Performance Workflow

microsoft

Automate performance investigations in VS Code.

Memory Leak Audit

microsoft

Prevent memory leaks with effective coding patterns.

CPU Profile Analysis

microsoft

Analyze V8 and Chrome performance profiles for optimization.

Chat Performance Testing

microsoft

Benchmark and validate chat UI performance in VS Code.

Vercel React Best Practices

vercel-labs

Optimize your React and Next.js applications for performance.

A

Autoresearch

github

Automate iterative coding experiments for optimization.

C

cuTile Kernel Performance Optimization

nvidia

Optimize cuTile kernel performance iteratively and systematically.

C

CuTile Autotuning

nvidia

Optimize CuTile kernels with automated tuning techniques.

RAG-Perf

nvidia

Benchmark performance of NVIDIA RAG Blueprint servers.

PhysicsNeMo ShardTensor

nvidia

Optimize domain parallelism for PyTorch models.

O

Omniverse USD Performance Tuning

nvidia

Optimize USD performance for better loading and rendering.

M

Megatron Bridge Resiliency

nvidia

Enhance fault tolerance and performance in distributed training.

S

Sequence Packing

nvidia

Optimize sequence packing for LLMs and VLMs in Megatron-Bridge.

P

Parallelism Strategy Selection

nvidia

Optimize parallelism for Megatron Bridge models effectively.

MoE VLM Training

nvidia

Optimize your MoE VLM training with practical guidance.

M

MoE Optimization Workflow

nvidia

Streamline MoE model training with systematic guidance.

MoE Long-Context Training

nvidia

Optimized guidance for long-context MoE training.

M

MoE Hardware Configurations

nvidia

Optimize your MoE training across hardware platforms.

M

MoE Dispatcher Selection

nvidia

Optimize your MoE token dispatcher for peak performance.

M

MoE Communication Overlap

nvidia

Optimize expert-parallel communication in Megatron Bridge.

Memory Tuning

nvidia

Optimize GPU memory usage during training runs.

H

Hierarchical Context Parallel

nvidia

Optimize Megatron-Bridge for hierarchical context parallelism.

MoE Expert-Parallel Overlap

nvidia

Optimize MoE model performance with expert-parallel communication.