* redesign for faster cpu/gpu synch
* load + more async CPU
* use command encoder API and move more ops to use it
* make fence back-end generic + CPU only fence
* faster build
* fix async eval
* fixes + handle temporaries
* fix / improve cpu conv
* remove unused status, fix siblings
* fix extensions
* fix
* fix no cpu build
* format
* comments
* fix perf regression, remove unecessary abort
* fix events, task limit cpu
* fix waiting
* fix donation / temporaries in normalization
* export and import functions
* refactor + works for few primitives
* nit
* allow primitives with state
* nit
* nit
* simplify serialize / deserialize
* fix for constants
* python bindings
* maybe fix serialize failure case
* add example
* more primitives, training kind of works
* same result for python and c++
* some fixes
* fix export
* template it up
* some simplificatoin
* rebase
* allow kwargs and multiple functions
* exporter
* more primitives for exporting
* deal with endianness
* handle invalid stream
* add docstring
* Install mlx.dll into the same dir with python bindings on Windows
* Set BUILD_SHARED_LIBS for dlfcn-win32
* Update cmake requirements to 3.25
* Fix cmake style
* 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>
* 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
* Add `zero_outputs` and `atomic_outputs` options to `metal_kernel`
* add grid sample to docs
* zero_outputs -> init_value
* add missing header for linux
* start
* simple kernels working
* restructure
* inverse example working
* docs + fixes
* missing file
* fix imports
* address comments
* add docs + fix test
* Review comments + refactor to a single function
* update docs
* remove hashing
* fix contig bug in test
* back to a class
* trailing whitespace
* fix tests
* match c++ and python apis
* add link + make args kw_only
* add gemv masked to JIT plus some fixes
* some cleanup
* add utils
* fix
* fix 2
* more cleaning
* fix
* remove unused mps matmul support
* one more nit
* revert
* initial attempt, working with wrong types
* not compiling; mx.float16 and mx.bfloat16 tests added
* fix nan to num
* nit
---------
Co-authored-by: Awni Hannun <awni@apple.com>
* einsum initial
* fix comma break
* sum axis was wrong
* small cleanups
* python binding
* changed bindings to resemble numpy
* remove todo comment
* comment changes
* add count of operands/inputs
* fail fast if operands list is empty
* ignore comma if no output
* einsum path matching numpy
* getting somewhere with path
* remove print
* it passes the first test
* moved einsum tests to seperate file
* seperated einsum path
* moved einsum naive
* remove space from equation
* fast fail if no operands passed
* update tests and remove printf
* small cleanup
* some more cleanups
* removed python helper file
* ack
* utilize std for finding min in vector
* duplicate def
* remove the tuple as it was unreadable
* moved einsum_naive back to ops
* remaining isn't needed
* avoid creating another set
* cleanup
* greedy path, start of naive einsum
* more einsum
* fix some bugs
* some more fixes, tests pass
* benchmark
* some simplify
* fix einsum and test
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
* add a bunch more tests and fix a bunch more bugs
* some docs nits
---------
Co-authored-by: dc-dc-dc <dgcruz983@gmail.com>
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
