Apache TVM
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VisitApache TVM vs JAX
What both publish
| Fact | Apache TVM | JAX |
|---|---|---|
| Installation | Users can install TVM from PyPI, build it from source or use Docker images. | JAX uses the `jax` Python package and `jaxlib`, which contains compiled binaries with different builds for operating systems and accelerators. |
Apache TVM plans
- Apache TVMFree
JAX plans
- JAXFree
Pick Apache TVM if…
TVM suits developers who need to compile and customize pre-trained machine learning models for varied hardware and runtime targets. It is for teams able to secure RPC access within trusted users and networks.
Pick JAX if…
JAX is suited to Python researchers and engineers working on numerical computing or machine learning at scale, especially those targeting multiple accelerator backends. Users who need distributed coordination should account for the documented security defaults.