Yuxuan Jiang

Possible to get BacksolveAdjoint backward pass solution/stats?

3

Thanks for this excellent library! When using `BacksolveAdjoint` adjoint method, it's easy to get (and log) forward pass stats with ```python sol = diffrax.diffeqsolve( terms, solver, t_0, t_T, initial_step_size, init_y,...

In a haiku module, I would like to create N networks with the same structure but different parameters, then apply the same input to the N networks to get a...

Not sure if it is the correct place to ask, but since [drone-docker](https://github.com/drone-plugins/drone-docker) does not allow filing issues, I will post my issue here. https://github.com/drone-plugins/drone-docker/blob/7888a798b1b331bd9c5a2662e50494f907499f2c/card.go#L75-L88 The `mapRegistryToURL` function uses a...

Modules got silently "reused" with `hk.vmap`

2

I have to admit that I do not fully understand the necessity of `hk.vmap` instead of `jax.vmap`. Nevertheless, when I need to vmap something, I would use `hk.vmap` whenever the...

How to achieve sample weighting?

6

Thanks for this awesome library. It's fast, powerful, and has already helped me a lot. The sklearn KMeans algorithm has a optional `sample_weight` option, specifying weights for each observation. I'm...

For example ``` pub fn highlight(r#type: i32); ``` leads to ``` void ffi$cxxbridge1$highlight(::std::int32_t r#type) noexcept { ... } ``` I wish it could be unraw-ed if being a valid C++...

Instability after many steps

2

The model becomes instable after many steps, even with simplest control. Repro as follows. Could you investigate the cause? Or suggest workarounds to make the model more robust? ```python import...

Consider adding option to hide irrelevant CPU and RAM stats inside container

4

Inside containers hosted on a server with a lot of cores and RAM, with the actual core and RAM limit constrained via cgroup settings (cpuset and memory), the htop's CPU...

Is it possible for method annotation of an eqx.Module to pick up instance field annotations?

7

Currently, unless I am missing something, for an `eqx.Module`, the instance field annotations and instance method annotations are disjoint. This prevents the module input from being sufficiently checked (see 1...