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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89cccd8196
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A tile multi-tiling.
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2023-05-02 09:40:31 -07:00 |
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Tim Dettmers
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4decb3cc68
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Removed uncessary sync.
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2023-05-02 09:38:14 -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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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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7bfa09d0fc
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8x32 240 6 warps.
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2023-05-01 16:38:09 -07:00 |
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Tim Dettmers
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3d4a2eadd3
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16x16 240.
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2023-05-01 16:23:45 -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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cabcd9b9d5
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Halved shared memory 466.
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2023-04-30 19:12:42 -07:00 |
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Tim Dettmers
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30d03e0254
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64 threads, high smem, 434.
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2023-04-30 18:55:12 -07:00 |
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Tim Dettmers
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e01d4e033d
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Fixed bank conflicts in non-vector load 422.
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2023-04-30 18:28:52 -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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604bb3fb57
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Slow non-vector 530.
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2023-04-30 18:06:01 -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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3aef78342a
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Added template refactor.
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2023-04-28 17:34:08 -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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84964db937
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CUTLASS compiles.
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2023-04-25 17:15:51 -07:00 |
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Tim Dettmers
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6e2544da25
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Added cutlass example.
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2023-04-25 16:15:44 -07:00 |
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Tim Dettmers
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6bfd7a405f
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Initial template.
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2023-04-25 16:13:43 -07:00 |
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Tim Dettmers
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7dc198feb7
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Added 32-bit optimizer for bfloat16 gradients.
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2023-04-17 18:01:49 -07:00 |
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Tim Dettmers
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e9fa03b717
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Some fixed for loading PEFT modules with Params4bit.
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2023-04-07 09:59:21 -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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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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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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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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