wamcs

8 mods across 1 repository, 2 stars between them.

wamcs/skills

Skill Claude CodeCodex

A complete workflow for adapting machine-learning models to an NPU, a processor designed for neural-network calculations. It covers setup, model weights, inference code, and accuracy checks.

2 2d ago A 90 tokens

wamcs/skills

Skill Claude CodeCodex

A preparation workflow for running machine-learning models on NPUs, specialized processors for neural-network workloads. It covers understanding the code, setting up the CANN environment, preparing test data, collecting profiling data, and checking numerical accuracy.

2 2d ago A 83 tokens

wamcs/skills

Skill Claude CodeCodex

A performance-bottleneck analysis skill that combines profiling data with source-code structure analysis. Profiling records where a program spends time or resources.

2 2d ago A 57 tokens

wamcs/skills

Skill Claude CodeCodex

A Chinese-language implementation guide for performance optimisation using four approaches: deduplication, reuse, masking, and replacement. It covers changes such as combining operations, preallocating buffers, and using compilation tools.

2 2d ago A 69 tokens

wamcs/skills

Skill Claude CodeCodex

A Chinese-language skill for checking and debugging numerical accuracy, including comparisons between GPU and NPU results. An NPU is a processor designed for neural-network workloads.

2 2d ago A 54 tokens

wamcs/skills

Skill Claude CodeCodex

A set of engineering practices for planning folder structures, managing versions, and maintaining documentation. It also covers organising code directories and managing Git branches and commits.

2 2d ago A 43 tokens

wamcs/skills

Skill Claude CodeCodex

A workflow for finding and improving model performance on an Ascend NPU, a specialized processor for running neural-network models.

2 2d ago A 79 tokens

wamcs/skills

Skill Claude CodeCodex

An exploratory workflow for improving inference performance on neural processing units, or NPUs—specialised hardware for running AI models. It covers collecting data, analysing results, trying optimisations, checking performance, and recording findings without requiring a fixed framework.

2 2d ago A 109 tokens