Add JAX backend #206
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Add JAX backend #206
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Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
This reverts commit 78b9e76.
This reverts commit 6c97ef0.
This reverts commit 606e17f.
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
Signed-off-by: Niklas Koep <niklas.koep@gmail.com>
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Should we still use the @jax.jit function to compile the code if we are using pymanopt with the JAX backend? |
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This PR adds a provisional JAX backend. The PR supersedes #115 due to changes in the backend API which made it easier to re-implement the backend code. Unlike #115, the new implementation uses forward-over-reverse mode autodiff to implement Hessian operators instead of reverse-over-reverse mode similar to the autograd backend.