Commit Graph

22 Commits

Author SHA1 Message Date
Kashif Rasul
3ddc07e936
Eigenvalues and eigenvectors (#1334)
* initial eigvalsh

* add compute_vectors

* add compute_vectors_

* return a pair

* add eigh to return only eigenvectors

* fixed typo

* merge merge Eighvalsh and Eigh into a single primitive

* use the same primate with the flag

* fix primatives

* use MULTI

* fix eval_gpu

* fix decleration

* rename EighPrimitive to Eigh

* tests

* tests

* fix rebase and format

* cleanup lapack

* format

* add cblas.h

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-10-22 12:18:48 -07:00
Awni Hannun
4f46e9c997
More fixes for arrays with large sizes (#1405)
* compile works for big arrays when contiguous

* style

* nits in docs

* a bunch more stuff

* update jit

* update jit

* use constant for shapes and strides and remove elem_to_loc overload

* use kernel instantiation

* docs nits

* update binary and ternary

* comments
2024-09-17 12:46:31 -07:00
Nripesh Niketan
669c27140d
Chore: add pre-commit hook for cmake (#1362)
* reset and lint

* format

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-16 12:53:01 -07:00
Alex Barron
a3c287354f
Fast Hadamard Transform (#1249)
* Working hadamard for powers of 2

* working for m*2^k

* add scale and check contiguity

* add size check

* clean up

* fix test

* add grads + vmap

* gpu only

* skip on linux

* test typo

* add cpu impl

* remove gpu only tests

* fix linux build + add is_equivalent
2024-07-09 20:39:01 -07:00
Awni Hannun
fe3167d7ea
smaller CPU binary (#1203)
* smaller CPU binary

* fix no cpu build
2024-06-14 09:46:55 -07:00
Alex Barron
375a8bbdcc
Add some internal GPU apis (#1177)
* Add unary/binary/ternay/slice/concat internal GPU ops

* add pad internal op

* formatting + no_cpu fix
2024-06-04 09:24:26 -07:00
Luca Arnaboldi
b3ec792380
Implemented Cholesky on CPU (#1119) 2024-05-17 12:31:59 -07:00
Awni Hannun
7178ac0111
No CPU option for binary minimization (#1105)
* no cpu build option

* docs

* fix
2024-05-13 16:08:11 -07:00
Jagrit Digani
b18468bf81
Masked mm (#978)
* Add block masked matmul op and primitive
2024-04-16 14:45:39 -07:00
Awni Hannun
a54f06b16f
Fast RMS Norm (#862)
* fast rmsnorm

* no rms gpu

* kernel

* fix shared mem

* looped rms and donation in softmax

* Make the squaring in float32 to avoid underflow

* Fix the default StreamOrDevice for rope and rms_norm in fast

* nits

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-03-21 07:20:54 -07:00
nicolov
eaba55c9bf
Add matrix inversion primitive (#822) 2024-03-15 06:34:36 -07:00
nicolov
d0c544a868
Add SVD primitive (#809)
Add SVD op using Accelerate's LAPACK following
https://developer.apple.com/documentation/accelerate/
compressing_an_image_using_linear_algebra

Co-authored-by: Nicolo Valigi <nvaligi@apple.com>
2024-03-12 12:30:11 -07:00
Awni Hannun
7b463ffb07
Ios compile (#784)
* try to fix build for ios

* skip cpu compile

* fix namespace

* fix namespace

* Use CMake for platform specific cpu compile

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-03-04 20:02:26 -08:00
Awni Hannun
56ba3ec40e
fix cpu compile on older OS (#747) 2024-02-26 22:20:53 -08:00
Awni Hannun
ac02cf33bd
Fix some issues using MLX in C++ (#739)
* fix preamble build

* fix some issues with using MLX as a dep in C++
2024-02-24 22:20:57 -08:00
Rifur13
126c9869c8
Implement the 'where' primitive for conditional selection (#664) 2024-02-22 15:10:48 -08:00
Awni Hannun
1a4f4c5ea6
Refactor CPU compile preamble (#708)
* refactor cpu preamble

* fix include order

* fix some issues'

* fixes for linux

* try to fix includes

* add back warning suppression

* more linux fixes
2024-02-19 06:12:53 -08:00
Awni Hannun
ccf1645995
Custom primitive + RoPE fat op (#676)
* extensions start

* rope custom op

* fix build

* docs + rope benchmark

* fix test

* Add a Metal kernel for RoPE

* Fix position of traditional

* transform tests

* Move rope computation to float and fix tests

* Fix the test and a typo

* change to fast

* fix no metal build

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-14 14:04:25 -08:00
Awni Hannun
d75ae52ecd
Compile primitive (#571)
* Compiled primitive with basic binary, unary graph-level fusion
2024-02-05 06:51:22 -08:00
taher
077c1ee64a
QR factorization (#310)
* add qr factorization

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-26 09:27:31 -08:00
Angelos Katharopoulos
dfa9f4bc58
An initial quantized matmul implementation (#205)
* Add quantized matvec
* Add quantized matrix matrix with 2nd matrix transposed
* Add quantized matmul tests
* Add a slow cpu quantized matmul
* Add a slightly faster vectorized cpu version
2023-12-18 23:18:57 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00