patrick-kidger / patrick-kidger/diffrax
Add benchmarks against `jax.experimental.ode`, torchdiffeq, DifferentialEquations.jl
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- Python
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Description
We now have a couple of simple ODE benchmarks, but could definitely afford to add a lot more.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Find the existing simple ODE benchmarks in the repository and read how they define comparable solver workloads. Add comparable benchmarks against jax.experimental.ode, torchdiffeq, and DifferentialEquations.jl, then confirm the benchmark results are reported consistently with the existing ones.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia, python, pytorch
- Domain
- performance
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100