Decision Workspace
hybrid-predict-trainer-rs vs burn-wgpu vs burn-cuda
Side-by-side comparison of Rust crates
49
hybrid-predict-trainer-rs
experimentalv0.2.0
Hybridized predictive training framework with warmup, full-train, predict, and residual correction phases for accelerated deep learning
68
burn-wgpu
growingv0.20.1
WGPU backend for the Burn framework
66
burn-cuda
growingv0.20.1
CUDA backend for the Burn framework
Core Metrics
| hybrid-predict-trainer-rs | burn-wgpu | burn-cuda | |
|---|---|---|---|
| Health Score | 49 | 68 | 66 |
| Total Downloads | 77 | 627.3K | 436.4K |
| 30d Downloads | 34 | 66.5K | 56.6K |
| Dependents | 3 | 263 | 131 |
| Releases | 2 | 29 | 19 |
| Last Updated | 48d ago | 25d ago | 25d ago |
| Age | 1m | 2y 8m | 1y 7m |
Health Breakdown
hybrid-predict-trainer-rs
Maintenance
11
Quality
13
Community
8
Popularity
2
Documentation
15
burn-wgpu
Maintenance
18
Quality
18
Community
12
Popularity
7
Documentation
13
burn-cuda
Maintenance
18
Quality
17
Community
11
Popularity
7
Documentation
13
Technical Details
| hybrid-predict-trainer-rs | burn-wgpu | burn-cuda | |
|---|---|---|---|
| Version | 0.2.0 | 0.20.1 | 0.20.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | MIT OR Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 27 | 4 | 4 |
| Crate Size | 441KB | 35KB | 29KB |
| Features | 10 | 15 | 7 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2024 |
| MSRV | 1.92 | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •burn-wgpu leads with a health score of 68/100, but none of the options score above 80.
- •burn-wgpu is depended on by 263 crates — strongest ecosystem trust.