Decision Workspace
unmtx-gpu vs oxicuda-sparse vs oxicuda-train
Side-by-side comparison of Rust crates
57
unmtx-gpu
growingv0.1.9
Micro matrix library for neural networks that uses GPU.
54
oxicuda-sparse
experimentalv0.4.1
OxiCUDA Sparse - GPU-accelerated sparse matrix operations (cuSPARSE equivalent)
50
oxicuda-train
experimentalv0.4.1
GPU-accelerated training engine: fused optimizer update kernels, gradient checkpointing, LR schedulers, and ZeRO optimizer state sharding
Core Metrics
| unmtx-gpu | oxicuda-sparse | oxicuda-train | |
|---|---|---|---|
| Health Score | 57 | 54 | 50 |
| Total Downloads | 2.2K | 358 | 208 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 2 | 32 | 0 |
| Releases | 10 | 13 | 13 |
| Last Updated | 103d ago | 6d ago | 6d ago |
| Age | 1y 2m | 3m | 3m |
Health Breakdown
unmtx-gpu
Maintenance
15
Quality
19
Community
7
Popularity
4
Documentation
12
oxicuda-sparse
Maintenance
20
Quality
9
Community
10
Popularity
3
Documentation
12
oxicuda-train
Maintenance
20
Quality
9
Community
6
Popularity
3
Documentation
12
Technical Details
| unmtx-gpu | oxicuda-sparse | oxicuda-train | |
|---|---|---|---|
| Version | 0.1.9 | 0.4.1 | 0.4.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MPL-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 3 | 8 | 9 |
| Crate Size | 55KB | 208KB | 134KB |
| Features | 19 | 3 | 3 |
| Yanked % | 0.0% | 15.4% | 15.4% |
| Edition | 2018 | 2024 | 2024 |
| MSRV | — | 1.85 | 1.85 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •unmtx-gpu leads with a health score of 57/100, but none of the options score above 80.