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TL;DR: Is there a way to tell jax that a function of many variables is linear in each of them and have it handle the gradient pass efficiently?
I have a function `fun(*tensors)` of many tensors, th…
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I'm now leaning towards replicating the trick we have in Delta terms (Tom's Tree0 method --- a stamp per each term node). Then we could add the same stamp to the Delta expressions created from Ast ter…
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It should be such that `tupdate (tzero sh) ix v` is the transpose of `tindex v ix`. Also
https://github.com/Mikolaj/horde-ad/blob/6f88617de23a4d9fb328b352cf43fcf4cffd97b8/simplified/HordeAd/Core/As…
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### What should we add?
Qiskit uses the little endian convention for ordering the factors in a tensor product. For example, the statevector for a 3-qubit state would use the ordering `Q2 ⊗ Q1 ⊗ Q0`. …
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# Library support for multidimensional arrays
## Abstract and conceptual overview
Q# currently provides the array type `'T[]` for any type `'T`. By using arrays of arrays (i.e.: `'T[][]`), Q# al…
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Depends on #3 if you think in column major terms (common vector algebra habit).
From Octave, MATLAB, FORTRAN:
```
>> help reshape
'reshape' is a built-in function from the file libinterp/corefcn/dat…
ghost updated
7 years ago
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For OPT-1.3b (fp32) we would like to burn down performance at the dispatch level.
Here is a [tracy profile](https://storage.googleapis.com/shark_tank/ean/opt_untuned.tracy) for the model executed e…
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I noticed that `rearrange`, `repeat`, and `reduce` can all be inferred based on the pattern alone. Therefore a single generic function which makes calls to each is possible. I think this would be very…
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Currently, we have a quick implementation for the register tile.
https://github.com/TiledTensor/TiledCUDA/blob/4692cfd3ec4f4ae2b90cbc03cfa28784d7e740d9/include/types/layout.hpp#L23-L30
This app…
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I have a running crate extracting data from a file into ndarray later exposed with PyO3 for big data but I would like to migrate it to arrow instead to benefit performance and arrow ecosystem.
The da…
ratal updated
7 months ago