Decision Workspace
auto-diff vs torsh-nn vs ferrotorch-profiler
Side-by-side comparison of Rust crates
45
auto-diff
growingv0.5.9
A neural network library in Rust.
63
torsh-nn
experimentalv0.1.1
Neural network modules for ToRSh with PyTorch-compatible API
59
ferrotorch-profiler
experimentalv0.2.1
Operation profiling and Chrome trace export for ferrotorch
Core Metrics
| auto-diff | torsh-nn | ferrotorch-profiler | |
|---|---|---|---|
| Health Score | 45 | 63 | 59 |
| Total Downloads | 37.8K | 1.5K | 137 |
| 30d Downloads | 66 | 277 | 137 |
| Dependents | 8 | 70 | 8 |
| Releases | 27 | 6 | 9 |
| Last Updated | 1460d ago | 7d ago | 2d ago |
| Age | 5y 11m | 5m | 12d |
Health Breakdown
auto-diff
Maintenance
6
Quality
15
Community
6
Popularity
5
Documentation
13
torsh-nn
Maintenance
20
Quality
13
Community
11
Popularity
4
Documentation
15
ferrotorch-profiler
Maintenance
14
Quality
16
Community
14
Popularity
3
Documentation
12
Technical Details
| auto-diff | torsh-nn | ferrotorch-profiler | |
|---|---|---|---|
| Version | 0.5.9 | 0.1.1 | 0.2.1 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | Apache-2.0 | MIT OR Apache-2.0 |
| Dependencies | 12 | 25 | 3 |
| Crate Size | 53KB | 467KB | 24KB |
| Features | 4 | 8 | 2 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2024 |
| MSRV | — | 1.77 | 1.85 |
| Owners | 1 | 1 | 3 (team) |
Links
Quick Verdict
- •torsh-nn leads with a health score of 63/100, but none of the options score above 80.
- •auto-diff has the most downloads (37.8K), suggesting wider adoption.
- •⚠ auto-diff has not been updated in over a year.