Tim Dettmers
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4ea489d3bf
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Refactor FP4 into 4Bit and integrate NF4 data type.
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2023-04-03 11:00:12 -07:00 |
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Tim Dettmers
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64cc05920d
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First draft of NF4.
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2023-04-02 16:10:35 -07:00 |
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Tim Dettmers
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2dd5d69056
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Generalized FP4 data type.
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2023-04-02 12:42:01 -07:00 |
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Tim Dettmers
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c4cfe4fbdd
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Added bf16 Adam.
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2023-04-01 10:33:03 -07:00 |
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Tim Dettmers
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8645d1f71c
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Added normal quant.
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2023-03-29 18:41:37 -07:00 |
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Tim Dettmers
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69810521d3
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Some small changes.
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2023-03-27 09:12:57 -07:00 |
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Phil Wang
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2a6828e6fb
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fix comment
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2023-03-22 09:56:50 -07:00 |
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Phil Wang
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978ba2db57
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another tab/spaces fix
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2023-03-22 09:33:47 -07:00 |
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Phil Wang
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916000c8bf
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fix consistent tabs / spaces
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2023-03-22 09:27:13 -07:00 |
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Phil Wang
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aa9b939edd
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add some comments, and fix use of g_val
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2023-03-22 09:22:19 -07:00 |
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Phil Wang
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9b656f461a
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follow advice of Tim to fix update of momentum vs parameters in blockwise 8 bit
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2023-03-22 07:52:59 -07:00 |
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Phil Wang
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369a51c432
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switch all eps to beta2
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2023-03-10 14:08:35 -08:00 |
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Phil Wang
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6c377b39b6
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always pass beta2 into all the 1state functions
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2023-03-10 13:00:59 -08:00 |
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Phil Wang
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abbe65adfc
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beta2 is actually accessible in kOptimizerStatic8bit1StateBlockwise
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2023-03-10 12:50:14 -08:00 |
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Phil Wang
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c99b44f774
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do the epsilon beta2 switcharoo within the cuda code, and not within the python class (so that the state dict still makes sense)
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2023-03-10 08:57:59 -08:00 |
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Phil Wang
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8618bed001
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swap the order in which momentum and parameters are updated in ops.cu
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2023-03-10 08:39:06 -08:00 |
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Phil Wang
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c5582724d5
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missed adagrad
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2023-03-09 14:05:45 -08:00 |
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Phil Wang
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af03430992
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fix weight decay for lion to be decoupled, using a switch
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2023-03-09 14:03:07 -08:00 |
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Phil Wang
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ead570a43e
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remove something rmsprop specific
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2023-03-09 11:58:31 -08:00 |
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Phil Wang
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c83888aa1a
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use epsilon as beta2 for lion, complete most of the logic in kernel.cu for all functions
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2023-03-09 11:54:54 -08:00 |
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Phil Wang
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64bb1ae8d1
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add a sign function, for lion
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2023-03-09 11:10:28 -08:00 |
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Phil Wang
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cb4c3c8c66
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do a bunch of typical bookkeeping before getting to main lion logic
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2023-03-09 10:10:19 -08:00 |
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Tim Dettmers
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2489d819c5
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Added more blocksizes for stochastic rounding; fixed dequant blocksize.
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2023-02-14 13:55:17 -08:00 |
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Tim Dettmers
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3ac5840c03
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Added fp4 quant/dequant and dequant optimizations.
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2023-02-04 14:52:04 -08:00 |
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Tim Dettmers
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c9f505064e
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Added outlier detector and fake quantization layer.
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2023-01-28 17:05:22 -08:00 |
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Tim Dettmers
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c91f592ad7
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Merge branch 'main' into cleanup
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2023-01-02 11:19:16 +01:00 |
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Tim Dettmers
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c059bd2848
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Added additional blocksizes: {64, 128, 256}.
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2022-11-20 14:18:15 -08:00 |
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Tom Aarsen
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b104ce3b62
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Merge branch 'main' into cleanup
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2022-11-17 15:22:29 +01:00 |
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Tim Dettmers
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08fa2e7b01
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Fixed bug in cpu quant; faster GPU dequant.
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2022-11-07 18:06:18 -08:00 |
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Tim Dettmers
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6bc2b992be
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Added blocksizes 2048, 1024, and 512 to blockwise quant.
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2022-11-06 16:27:48 -08:00 |
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Tom Aarsen
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1eec77d34c
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Remove trailing whitespace & ensure newline at EOF
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2022-10-27 13:11:29 +02:00 |
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Tim Dettmers
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c05dd42ddd
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Fixed cpu blockwise quantization for small input tensors.
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2022-09-13 10:37:53 -07:00 |
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Tim Dettmers
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19a7adca7a
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Fixed 2^31 max size issue for cpu blockwise quant.
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2022-09-11 11:55:09 -07:00 |
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Tim Dettmers
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ee5b947e63
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Fixed issue where Pascal was not displaying proper error.
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2022-08-23 16:00:26 -07:00 |
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Tim Dettmers
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a6664de072
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Enhanced error handling in CUDA SETUP failures.
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2022-08-16 19:03:19 -07:00 |
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Tim Dettmers
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dede343033
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Added fused bias in dequant_mm.
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2022-08-16 11:12:09 -07:00 |
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Tim Dettmers
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1ed2fa2f21
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Removed storage() from get_ptr; added boilerplate for bias dequant_mm.
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2022-08-16 10:56:17 -07:00 |
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Tim Dettmers
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a4532c59f7
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Removed faulty asserts.
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2022-08-06 09:31:05 -07:00 |
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Tim Dettmers
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cc5b323876
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Merge branch 'extract_outliers' into debug
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2022-08-04 07:40:48 -07:00 |
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Tim Dettmers
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451fd9506e
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Added fixes for the case that matmullt dim A is zero, e.g. [0, 768].
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2022-08-03 11:54:01 -07:00 |
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Tim Dettmers
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2f01865a2f
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Added CUDA block assert and is_on_gpu check.
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2022-08-03 09:05:37 -07:00 |
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Tim Dettmers
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5737f2b027
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Merge branch 'patch_merge' into extract_outliers
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2022-07-26 19:38:01 -07:00 |
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Tim Dettmers
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32fa459ed7
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Added col_ampere outlier extraction kernel.
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2022-07-26 18:15:51 -07:00 |
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Tim Dettmers
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bcab99ec87
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Working outlier extraction for Turing.
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2022-07-26 17:39:30 -07:00 |
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Tim Dettmers
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cbb901ac51
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Boilerplate and test for extract_outliers.
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2022-07-26 12:12:38 -07:00 |
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Tim Dettmers
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953b7285dd
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Fixed cpuonly build.
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2022-07-26 09:12:16 -07:00 |
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Tim Dettmers
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9268dc9d88
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Some progress on build script; added multi-cuda install script.
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2022-07-25 19:30:37 -07:00 |
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Tim Dettmers
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8b1fd32e3e
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Fixed makefile; fixed Ampere igemmlt_8 bug.
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2022-07-25 14:02:14 -07:00 |
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Tim Dettmers
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7d2ecd30c0
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Fixed rowcol synchronization bug.
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2022-07-22 15:21:37 -07:00 |
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Tim Dettmers
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c771b3a75a
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Most tests passing.
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2022-07-22 14:41:05 -07:00 |
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Max Ryabinin
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025824d29b
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Reduce diff
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2022-07-01 17:42:58 +03:00 |
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Max Ryabinin
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575aa698fa
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Reduce diff
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2022-07-01 17:41:48 +03:00 |
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Max Ryabinin
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4d1d5b569f
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Reduce diff
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2022-07-01 17:40:02 +03:00 |
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Max Ryabinin
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31ce1b3708
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Reduce diff
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2022-07-01 17:36:30 +03:00 |
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Max Ryabinin
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8258b4364a
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Add a CPU-only build option
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2022-07-01 17:16:10 +03:00 |
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Tim Dettmers
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2f8083bd8b
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Added AdamW. #10 #13
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2021-11-28 21:18:11 -08:00 |
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Tim Dettmers
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8b3c0f355c
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Added adagrad with tests (no clipping).
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2021-11-10 15:10:02 -08:00 |
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Tim Dettmers
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0fb378b4ee
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Added compilation from source instructions; easier compilation.
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2021-10-21 17:22:43 -07:00 |
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Tim Dettmers
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a6eae2e7f2
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Added skip_zeros; tests are passing.
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2021-10-20 19:15:47 -07:00 |
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Tim Dettmers
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bb34fd50a1
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Initial plumbing for skip_zeros.
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2021-10-20 18:37:44 -07:00 |
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Tim Dettmers
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7439924891
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Initial commit
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2021-10-05 19:16:20 -07:00 |
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