Decision Workspace
rakka-accel-train vs atomr-accel-train vs atomr-accel
Side-by-side comparison of Rust crates
42
rakka-accel-train
experimentalv0.2.9
Distributed training blueprints on rakka-accel-cuda: DataParallelTrainer, PipelineParallelTrainer, TensorParallelTrainer, AsyncParameterServer, optimizer + loss enums.
45
atomr-accel-train
experimentalv0.10.0
Distributed training blueprints on atomr-accel-cuda: DataParallelTrainer, PipelineParallelTrainer, TensorParallelTrainer, AsyncParameterServer, optimizer + loss enums.
57
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
| rakka-accel-train | atomr-accel-train | atomr-accel | |
|---|---|---|---|
| Health Score | 42 | 45 | 57 |
| Total Downloads | 36 | 56 | 1.6K |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 0 | 0 | 33 |
| Releases | 3 | 4 | 4 |
| Last Updated | 71d ago | 64d ago | 64d ago |
| Age | 2m | 2m | 2m |
Health Breakdown
rakka-accel-train
Maintenance
10
Quality
12
Community
6
Popularity
2
Documentation
12
atomr-accel-train
Maintenance
13
Quality
12
Community
6
Popularity
2
Documentation
12
atomr-accel
Maintenance
13
Quality
15
Community
10
Popularity
4
Documentation
15
Technical Details
| rakka-accel-train | atomr-accel-train | atomr-accel | |
|---|---|---|---|
| Version | 0.2.9 | 0.10.0 | 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 | 16KB | 17KB | 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 57/100, but none of the options score above 80.