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Hello,
I ran into a compilation issue that was triggered deep into Eigen ([here](https://gitlab.com/libeigen/eigen/-/blob/master/Eigen/src/Core/products/TriangularSolverMatrix.h#L124)) from e.g. th…
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I am trying to use the Rust library `faer` with Enzyme and am running into problems. I am not able to pass in references to `faer::Col` objects for some reason and I cannot figure out how to get it to…
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**Describe the bug**
Running the text classification example's ag news training step on multiple discrete GPUs fails with "Shader validation error":
- [stacktrace.log](https://github.com/tracel-ai…
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It would be great if lpython (lfortran too BTW) supported automatic differentiation. Ideally on the intermediate level, if not possible, for specific backends, e.g
- for LLVM: using enzyme
- for…
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The `Variable` struct has a reference to the `Graph` struct. This is causing a lot of issues, namely it prevents:
- Adding support for `ndarray` and `nalgebra`.
- Python bindings since `#[pyclass]…
avhz updated
4 months ago
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MWE:
Running one of the tests in `NNODE_tests.jl`,
```julia
using Flux
using Random, NeuralPDE
using OrdinaryDiffEq, Statistics
import OptimizationOptimisers
Random.seed!(100)
# Run a…
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This is a meta-issue noting all kinds of issues related to differentiating of classes, class methods, etc. While the things are more or less working for ordinary functions and structs, there are lots …
asl updated
11 months ago
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HIPS/autograd entered into unmaintained status, so we should plan to move away from it.
1. Fork it and maintain it ourselves.
2. Choose a different library like JAX, tinygrad, any other options?
…
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### Motivation and description
Maybe this is a more general topic for `MLJ`, not only related to `Flux`. I know that autodiff has been discussed in the past and with `MLJFlux` now being developed, I …
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There are problems with the Graphviz plotting of the computation graphs in `autodiff`:
- [ ] The nodes don't indicate the operation that took place (e.g. `+`, `sin`).
- [ ] There are double links …
avhz updated
6 months ago