mlsys-lab — ML systems exercises in Python, C++ and CUDA, auto-graded

Manifest

Metadata

Namespace

mikamika06

Name

mlsys-lab

License

MIT

Homepage

https://github.com/mikamika06/mlsys-lab#readme

Repository

https://github.com/mikamika06/mlsys-lab.git

Reviews

0

Taxonomy

Categories

Description

Auto-graded exercises in low-level ML systems: quantization, KV cache and attention, batching and serving, numerics, CPU performance, CPython internals. Most tasks are Python. C++ tasks are compiled by the local clang++; CUDA tasks are real CUDA-C, run on a software GPU that counts warps, coalescing transactions, shared-memory bank conflicts and divergence, with no NVIDIA hardware. Deterministic gates, identical score on any machine.