Decision Workspace
atomr-accel-train vs rakka-accel-train vs atomr-accel
Side-by-side comparison of Rust crates
48
atomr-accel-train
experimentalv0.10.0
Distributed training blueprints on atomr-accel-cuda: DataParallelTrainer, PipelineParallelTrainer, TensorParallelTrainer, AsyncParameterServer, optimizer + loss enums.
45
rakka-accel-train
experimentalv0.2.9
Distributed training blueprints on rakka-accel-cuda: DataParallelTrainer, PipelineParallelTrainer, TensorParallelTrainer, AsyncParameterServer, optimizer + loss enums.
60
atomr-accel
experimentalv0.10.0
Backend-agnostic compute-acceleration core. Defines the AccelBackend trait, AccelRef<T> typed pointers, AccelError enum, and CompletionStrategy — the abstraction layer that lets atomr-accel-cuda (NVIDIA), and future ROCm / Metal / oneAPI / Vulkan backends plug into the same actor surface.
Core Metrics
| atomr-accel-train | rakka-accel-train | atomr-accel | |
|---|---|---|---|
| Health Score | 48 | 45 | 60 |
| Total Downloads | 51 | 27 | 871 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 0 | 0 | 29 |
| Releases | 4 | 3 | 4 |
| Last Updated | 15d ago | 22d ago | 15d ago |
| Age | 21d | 22d | 21d |
Health Breakdown
atomr-accel-train
Maintenance
16
Quality
12
Community
6
Popularity
2
Documentation
12
rakka-accel-train
Maintenance
13
Quality
12
Community
6
Popularity
2
Documentation
12
atomr-accel
Maintenance
16
Quality
15
Community
10
Popularity
4
Documentation
15
Technical Details
| atomr-accel-train | rakka-accel-train | atomr-accel | |
|---|---|---|---|
| Version | 0.10.0 | 0.2.9 | 0.10.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Dependencies | 10 | 10 | 6 |
| Crate Size | 17KB | 16KB | 28KB |
| Features | 0 | 0 | 4 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.78 | 1.78 | 1.78 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •atomr-accel leads with a health score of 60/100, but none of the options score above 80.