Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						c4189a38e4
					 | 
					
						
						
							
							Add float mask to sdpa vector (#2068)
						
						
						
						
						
						
					 | 
					
						2025-04-11 17:29:40 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
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								Awni Hannun
							
						 
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						ef7ece9851
					 | 
					
						
						
							
							fix fft bug (#2062)
						
						
						
						
						
						
					 | 
					
						2025-04-10 19:41:27 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						ddaa4b7dcb
					 | 
					
						
						
							
							Fix the test and add custom min/max reductions for uncommon MPI types (#2060)
						
						
						
						
						
						
					 | 
					
						2025-04-10 17:01:17 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Anastasiia Filippova
							
						 
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						515f104926
					 | 
					
						
						
							
							Min / max reductions (#2041)
						
						
						
						
						
						
					 | 
					
						2025-04-09 23:22:20 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						00794c42bc
					 | 
					
						
						
							
							Fix causal mask sdpa vec (#2053)
						
						
						
						
						
						
						
						* fix sdpa vector causal mask
* test 
						
						
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						2025-04-08 09:11:23 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						f2c85308c1
					 | 
					
						
						
							
							add a half simd gemm fallback (#2046)
						
						
						
						
						
						
						
						* add a half simd gemm fallback
* nit 
						
						
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						2025-04-07 09:31:29 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
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								Jagrit Digani
							
						 
					 | 
					
						
						
							
						
						8777fd104f
					 | 
					
						
						
							
							Depthwise Conv2D optimization (#2036)
						
						
						
						
						
						
						
						- Add new specialized kernel for small kernel (kernels size <= 7), small strides (strides <= 2) depthwise 2d convolutions
- Add related tests 
						
						
					 | 
					
						2025-04-03 09:42:04 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
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								Awni Hannun
							
						 
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						de5f38fd48
					 | 
					
						
						
							
							Custom logsumexp (#2028)
						
						
						
						
						
						
						
						* initial custom logsumexp
* more tests
* comments + fix 
						
						
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						2025-03-31 07:36:55 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						ec2854b13a
					 | 
					
						
						
							
							Swap -inf for finite_minimum value (#2029)
						
						
						
						
						
						
					 | 
					
						2025-03-30 21:55:04 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
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								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						28f39e9038
					 | 
					
						
						
							
							Log for complex numbers in Metal (#2025)
						
						
						
						
						
						
						
						* Log for complex numbers in Metal
* fix log2 
						
						
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						2025-03-30 17:04:38 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						05d7118561
					 | 
					
						
						
							
							causal vector sdpa (#2018)
						
						
						
						
						
						
						
						* causal vector sdpa
* get rid of memory threshold 
						
						
					 | 
					
						2025-03-28 12:36:13 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						98b901ad66
					 | 
					
						
						
							
							enable complex gemm (#2017)
						
						
						
						
						
						
					 | 
					
						2025-03-28 10:45:13 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						5580b47291
					 | 
					
						
						
							
							iinfo and scalar overflow detection (#2009)
						
						
						
						
						
						
					 | 
					
						2025-03-27 19:54:56 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						a84cc0123f
					 | 
					
						
						
							
							promote mask when needed (#1998)
						
						
						
						
						
						
					 | 
					
						2025-03-23 19:58:28 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						4eef8102c9
					 | 
					
						
						
							
							Distributed layers (#1270)
						
						
						
						
						
						
					 | 
					
						2025-03-21 13:52:17 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						69e4dd506b
					 | 
					
						
						
							
							Add a ring all gather (#1985)
						
						
						
						
						
						
					 | 
					
						2025-03-21 13:36:51 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						2a980a76ce
					 | 
					
						
						
							
							Add stats and limit to common allocator and enable tests (#1988)
						
						
						
						
						
						
						
						* add stats to common allocator and enable tests
* linux memory and default
* fix 
						
						
					 | 
					
						2025-03-21 12:28:36 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						4e1994e9d7
					 | 
					
						
						
							
							move memory APIs into top level mlx.core (#1982)
						
						
						
						
						
						
					 | 
					
						2025-03-21 07:25:12 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						7b7e2352cd
					 | 
					
						
						
							
							fix malloc or wait deadlock (#1976)
						
						
						
						
						
						
					 | 
					
						2025-03-20 16:48:43 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						005e7efa64
					 | 
					
						
						
							
							fix mask in sdpa (#1980)
						
						
						
						
						
						
						
						* fix mask in sdpa
* fix attention mask
* Re-enable routing for array mask
---------
Co-authored-by: Jagrit Digani <digani@apple.com> 
						
						
					 | 
					
						2025-03-20 14:53:12 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Jagrit Digani
							
						 
					 | 
					
						
						
							
						
						b42d13ec84
					 | 
					
						
						
							
							Update attention tests to show diff, disable array masks (#1978)
						
						
						
						
						
						
					 | 
					
						2025-03-20 14:25:38 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Jagrit Digani
							
						 
					 | 
					
						
						
							
						
						9adcd1a650
					 | 
					
						
						
							
							Support fused masking in Attention (#1924)
						
						
						
						
						
						
						
						* Update API to allow mask='causal' in fast::sdpa
* Add fallback
* Update steel::AttnParams
* Fix typo
* WIP, basic causal
* Update tests
* Update benchmarking
* Update masking loop limits
* Add bool masking and update tests
* Update additive mask
* Update benchmarks
* Update benchmarks
* Update tests
* Update for bfloat error
* Update early exit
* Add random seed to tests 
						
						
					 | 
					
						2025-03-20 11:01:32 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						3c164fca8c
					 | 
					
						
						
							
							Fix multistream GPU deadlock (#1969)
						
						
						
						
						
						
						
						* fix multistream GPU deadlock
* comments 
						
						
					 | 
					
						2025-03-20 07:19:47 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						c6ea2ba329
					 | 
					
						
						
							
							Use same accumulation precision in gemv as gemm (#1962)
						
						
						
						
						
						
						
						* use same accumulation precision in gemv as gemm
* faster
* fix compile 
						
						
					 | 
					
						2025-03-16 07:13:24 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						2770a10240
					 | 
					
						
						
							
							fix grad with inplace updates (#1961)
						
						
						
						
						
						
					 | 
					
						2025-03-13 19:13:09 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						32da94507a
					 | 
					
						
						
							
							fix vmap for flatten (#1955)
						
						
						
						
						
						
					 | 
					
						2025-03-11 10:42:22 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						3c3e558c60
					 | 
					
						
						
							
							Support transposed head/seq for kv (#1950)
						
						
						
						
						
						
						
						* support transposed head/seq for kv
* fix flaky test
* nit 
						
						
					 | 
					
						2025-03-10 10:53:45 -07:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Abe Leininger
							
						 
					 | 
					
						
						
							
						
						3835a428c5
					 | 
					
						
						
							
							Adds nuclear norm support (#1894)
						
						
						
						
						
						
						
						* adjust norm unit test tolerance 
						
						
					 | 
					
						2025-03-04 13:26:02 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						9680f72cca
					 | 
					
						
						
							
							Add a multi optimizer (#1916)
						
						
						
						
						
						
					 | 
					
						2025-03-04 13:16:35 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						e613d0eaf0
					 | 
					
						
						
							
							SDPA support for small batch (over sequence) queries (#1922)
						
						
						
						
						
						
						
						* batch query sdpa
* batch sdpa for query 
						
						
					 | 
					
						2025-03-04 10:59:04 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						6bcd6bcf70
					 | 
					
						
						
							
							fix donation in scan (#1917)
						
						
						
						
						
						
					 | 
					
						2025-03-03 11:30:59 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						4e7cd31d12
					 | 
					
						
						
							
							Fix slice data size (#1913)
						
						
						
						
						
						
						
						* fix slice data size
* add test 
						
						
					 | 
					
						2025-03-02 21:50:42 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						5e6c130d93
					 | 
					
						
						
							
							RMS norm without scaling (#1915)
						
						
						
						
						
						
					 | 
					
						2025-02-28 20:26:57 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						7d042f17fe
					 | 
					
						
						
							
							Double for lapack (#1904)
						
						
						
						
						
						
						
						* double for lapack ops
* add double support for lapack ops 
						
						
					 | 
					
						2025-02-25 11:39:36 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						28b8079e30
					 | 
					
						
						
							
							fix double type promotion (#1901)
						
						
						
						
						
						
					 | 
					
						2025-02-25 06:00:53 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						7face5d9fd
					 | 
					
						
						
							
							fix cpu compile (#1897)
						
						
						
						
						
						
					 | 
					
						2025-02-24 14:10:30 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						2d0f384b6f
					 | 
					
						
						
							
							fix simd erf_inv (#1896)
						
						
						
						
						
						
					 | 
					
						2025-02-24 13:57:47 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						10b271d963
					 | 
					
						
						
							
							Ring update (#1885)
						
						
						
						
						
						
					 | 
					
						2025-02-20 14:32:31 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						bbda0fdbdb
					 | 
					
						
						
							
							Allow non-square lu (#1889)
						
						
						
						
						
						
					 | 
					
						2025-02-20 08:13:23 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						c707b2b0a6
					 | 
					
						
						
							
							Limit compile buffers (#1887)
						
						
						
						
						
						
						
						* limit compile buffers
* maybe not flaky test 
						
						
					 | 
					
						2025-02-19 20:28:13 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						78ba24c37d
					 | 
					
						
						
							
							Raise an exception in the rope op if input is integer (#1884)
						
						
						
						
						
						
					 | 
					
						2025-02-19 14:43:39 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						1a2cb72030
					 | 
					
						
						
							
							Ensure linspace always contains start and stop (#1883)
						
						
						
						
						
						
					 | 
					
						2025-02-19 13:53:20 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Abe Leininger
							
						 
					 | 
					
						
						
							
						
						344a29506e
					 | 
					
						
						
							
							Enforce triangular matrix form in tri_inv (#1876)
						
						
						
						
						
						
						
						* fix tri_inv bug
* Revert "fix tri_inv bug"
This reverts commit b74b290201.
* Make sure that tri_inv returns a triangular matrix
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com> 
						
						
					 | 
					
						2025-02-19 12:42:33 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Angelos Katharopoulos
							
						 
					 | 
					
						
						
							
						
						71de73a668
					 | 
					
						
						
							
							Fix convs by reverting #1803 (#1882)
						
						
						
						
						
						
					 | 
					
						2025-02-18 14:36:34 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Alex Barron
							
						 
					 | 
					
						
						
							
						
						4c1dfa58b7
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							xor op on arrays (#1875)
						
						
						
						
						
						
					 | 
					
						2025-02-17 00:24:53 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Jagrit Digani
							
						 
					 | 
					
						
						
							
						
						2dc307f2e6
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							Winograd Update for Small batches  (#1803)
						
						
						
						
						
						
						
						* Build in padding to Winograd kernels
* Add new fused Winograd kernel
* Enable weight flipping in Winograd kernels 
						
						
					 | 
					
						2025-02-14 13:08:13 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Alex Barron
							
						 
					 | 
					
						
						
							
						
						7f2d1024f3
					 | 
					
						
						
							
							add f8_e4m3 loading (#1859)
						
						
						
						
						
						
					 | 
					
						2025-02-13 17:10:03 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
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								Awni Hannun
							
						 
					 | 
					
						
						
							
						
						428f589364
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							Revert "More buffer donation in some cases (#1858)" (#1863)
						
						
						
						
						
						
						
						This reverts commit d274ae77f2. 
						
						
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						2025-02-13 14:21:44 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 | 
				
			
				
					
						
							
							
								 
								Alex Barron
							
						 
					 | 
					
						
						
							
						
						5cd97f7ffe
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							Bitwise Inverse (#1862)
						
						
						
						
						
						
						
						* add bitwise inverse
* add vmap + fix nojit
* inverse -> invert
* add to compile + remove unused 
						
						
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						2025-02-13 08:44:14 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
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								Awni Hannun
							
						 
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						d274ae77f2
					 | 
					
						
						
							
							More buffer donation in some cases (#1858)
						
						
						
						
						
						
						
						* more donation
* fix
* add test 
						
						
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						2025-02-12 19:41:37 -08:00 | 
					
					
						
						
						
							
							
							
							
							
							
							
							
						
					 |