Horovod vs NVIDIA TensorRT
Horovod
horovod.aiNVIDIA TensorRT
developer.nvidia.comSide by side
| Figure | Horovod | NVIDIA TensorRT |
|---|---|---|
| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | — |
| Windows | — | Yes |
| macOS | Yes | — |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 2 |
| Spec score · Deep Learning Software | 8.1 (#11) | 7.6 (#18) |
| Purpose | Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch and Apache MXNet. | TensorRT is an ecosystem of inference compilers, runtimes, and model optimization tools for high-performance deep learning inference. |
| Security | The documentation includes a security section for Horovod on Spark; the opened pages make no security certification or compliance claim. | NVIDIA warns that deserializing an engine from an untrusted source is equivalent to running untrusted native code on the GPU and host. |
Plans
In their own words
NVIDIA TensorRT
NVIDIA TensorRT has no write-up on Specifiction yet; its figures are above.