wamcs

9 mods across 1 repository, 5 stars between them.

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.

not rated 5 +1 changed 1mo ago A 75 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.

not rated 5 +1 changed 1mo 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.

not rated 5 +1 changed 1mo ago A 102 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.

not rated 5 +1 changed 1mo ago A 79 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.

not rated 5 +1 changed 1mo 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.

not rated 5 +1 changed 1mo ago A 93 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.

not rated 5 +1 changed 1mo ago A 109 tokens

npu-adaptation

08

wamcs/skills

Skill Claude CodeCodex

A workflow for adapting machine-learning models to run on NPUs, specialised chips for neural-network workloads. It covers the environment, model weights, inference code, smoke tests, accuracy checks, and out-of-memory diagnosis.

not rated 5 +1 1mo ago A 119 tokens

wamcs/skills

Skill Claude CodeCodex

A guide for deciding when and how to split machine-learning inference across multiple NPUs, specialised chips for neural-network workloads.

not rated 5 +1 1mo ago A 78 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: