Tim Dettmers
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c82f51c0f7
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Increased occupancy.
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2023-07-19 16:08:37 -07:00 |
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Tim Dettmers
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90b0ac57b0
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Fixed missing bias in bnb.matmul_4bit for inference; more tests.
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2023-07-11 17:13:33 -07:00 |
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Tim Dettmers
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ba51d95d43
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Added more extensive gemv tests; blocksize guard for gemv.
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2023-07-11 05:55:49 -07:00 |
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Tim Dettmers
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a26a321e07
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Removed debugging statement.
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2023-07-10 14:34:19 -07:00 |
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Tim Dettmers
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306f6b2362
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Fixed accidential deletion of limits in kernel.
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2023-07-10 14:24:33 -07:00 |
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Tim Dettmers
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5fab673442
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Added fp32 compute type for gemv_4bit.
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2023-07-09 21:06:01 -07:00 |
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Tim Dettmers
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0f0390acb2
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Added double quantization support and tests.
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2023-07-09 15:32:03 -07:00 |
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Tim Dettmers
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94168d79d7
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Added FP4 fast inference support.
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2023-07-09 14:46:19 -07:00 |
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Tim Dettmers
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4b88d69de7
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Added abitrary data types; fixed a bug for small matrices.
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2023-07-09 12:04:09 -07:00 |
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Tim Dettmers
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eefbf60270
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Turning optimization (float accumulation). 185 vs 50.
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2023-07-08 16:31:58 -07:00 |
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Tim Dettmers
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7e49b5b938
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Added warp_shuffle indexing 185 vs 54.
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2023-07-08 14:27:12 -07:00 |
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Tim Dettmers
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02fd80cb81
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Added bfloat16 quantizations and tests.
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2023-07-04 19:58:31 -07:00 |
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Tim Dettmers
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dfe6900b94
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Vectorized loads, conflict free NF4; 52 vs 172.
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2023-07-04 15:20:10 -07:00 |
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Tim Dettmers
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f89ff93e26
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Initial 4-bit naive batch size 1, 81 vs 185.
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2023-07-03 18:45:38 -07:00 |
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Tim Dettmers
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e54d2730fc
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Added debugging functions.
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2023-05-30 20:42:21 -07:00 |
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Tim Dettmers
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b7f04e2a20
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Added lookup table.
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2023-05-30 20:07:05 -07:00 |
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Tim Dettmers
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2bce175d15
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Fixed Makefile.
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2023-05-23 18:42:19 -07:00 |
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Tim Dettmers
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675baa79d2
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Merge remote-tracking branch 'origin/main' into merge
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2023-05-07 13:34:03 -07:00 |
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Tim Dettmers
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44d68ff29c
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Added paged optimizers.
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2023-05-06 14:59:29 -07:00 |
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Tim Dettmers
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ec38ba95b0
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Added paging.
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2023-05-06 11:14:06 -07:00 |
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Tim Dettmers
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264a948539
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4-bit draft; 128 vector load 240.
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2023-05-02 16:15:38 -07:00 |
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Tim Dettmers
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869b7e83b5
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Warp multi-specialization 240.
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2023-05-02 12:10:32 -07:00 |
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Tim Dettmers
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77f15fdce9
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Shared memory efficient 240.
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2023-05-02 11:38:11 -07:00 |
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Tim Dettmers
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394749db71
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Correct implementation 240.
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2023-05-02 08:58:59 -07:00 |
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Tim Dettmers
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9aa232cc39
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Initial.
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2023-05-02 07:53:29 -07:00 |
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Tim Dettmers
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9192c9de64
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Tighter and scaled error analysis.
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2023-05-02 07:50:32 -07:00 |
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Tim Dettmers
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f9bfea8f23
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Baseline for debugging.
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2023-05-02 07:24:12 -07:00 |
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Tim Dettmers
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7cc8ff4727
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Warp specalization 362.
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2023-05-01 08:21:12 -07:00 |
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Tim Dettmers
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c35ed09b66
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Double frag 440.
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2023-04-30 18:19:30 -07:00 |
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Tim Dettmers
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ad07d254fb
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Slow tensor core solution.
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2023-04-30 17:43:02 -07:00 |
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Tim Dettmers
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21723f796a
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4-bit draft.
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2023-04-29 21:52:47 -07:00 |
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Tim Dettmers
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cad839941b
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Added bit template.
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2023-04-28 22:10:42 -07:00 |
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Tim Dettmers
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f3e97ccbd2
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New implementation for batch size 1.
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2023-04-28 21:29:40 -07:00 |
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Tim Dettmers
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f6df4aef6a
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Added fp16 and thread/item template.
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2023-04-28 18:26:52 -07:00 |
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Tim Dettmers
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c1bfb210c5
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First baseline kernel.
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2023-04-28 17:19:02 -07:00 |
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Tim Dettmers
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9cab14a3ff
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Adedd pipeline draft.
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2023-04-27 15:12:49 -07:00 |
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Tim Dettmers
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d1c4c20568
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Added non-cutlass template.
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2023-04-27 15:11:26 -07:00 |
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Tim Dettmers
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0afc8e9e2f
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Best attempt at cutlass3.
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2023-04-26 17:12:34 -07:00 |
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Tim Dettmers
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0f9d30207f
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Added nested quantization for blockwise quantization.
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2023-04-19 11:48:47 -07:00 |
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Tim Dettmers
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dd562c24f1
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Refactored simulated fp8 modules into research.nn.
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2023-04-12 11:24:44 -07:00 |
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Tim Dettmers
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1ccb7bdec6
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Fixed ParamsIn4 init; fixed PyTorch 2.0 test failure.
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2023-04-03 18:47:00 -07:00 |
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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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4ad999d144
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Added quantization tree generation.
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2023-04-02 14:42:45 -07:00 |
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Tim Dettmers
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0d332a641f
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Added normal with extra value.
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2023-04-02 14:09:08 -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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51a21df728
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Added 8-bit compression to quantization statistics.
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2023-04-01 16:10:18 -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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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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