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.

Chat Performance Testing

microsoft

Benchmark and validate chat UI performance in VS Code.

C

Claude Monitor

sickn33

Diagnose performance issues with Claude Code and local systems.

C

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.

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.

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.

CUDA Graphs

nvidia

Optimize GPU performance with CUDA graph capture.

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.

Jetson Print Device Info

nvidia

Capture essential Jetson device details effortlessly.

J

Jetson Memory Optimizer

nvidia

Optimize DRAM usage for Jetson devices.

J

Jetson Inference Memory Tuning

nvidia

Optimize memory settings for LLM/VLM on NVIDIA Jetson.