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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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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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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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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b8ea2b416d
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Fixed bias conversion in Linear4bit
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2023-04-12 12:28:35 -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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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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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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Artidoro Pagnoni
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6c31a5fe99
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t5 model fix
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2023-02-27 14:23:21 -08:00 |
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Tim Dettmers
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9851a10b46
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Added cast to fp4 layer for speed.
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2023-02-24 10:17:57 -08:00 |
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Tim Dettmers
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c93a90d075
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Fixed FP4 import and data type conversion in backward.
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2023-02-14 13:31:39 -08:00 |
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Tim Dettmers
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7f0773aede
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Added backprop test for Linear8bitLt and LinearFP4.
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2023-02-05 06:49:54 -08:00 |
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Tim Dettmers
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c0c352b379
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Added bias test for LinearFP4 and basic test.
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2023-02-05 06:29:52 -08:00 |
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Tim Dettmers
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c361f84239
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Fixed matmul_fp4 transpose.
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2023-02-05 06:16:56 -08:00 |
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Tim Dettmers
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cfe4705e32
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Added matmul_fp4 to the benchmark.
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2023-02-04 22:00:04 -08:00 |
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Tim Dettmers
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13c0a4dc5d
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Backward matmul_fp4 passes.
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2023-02-04 21:35:43 -08:00 |
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Tim Dettmers
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160a83580d
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Forward matmul_fp4 tests pass.
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2023-02-04 21:11:21 -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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0f5c394870
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Added version 0.37.0.
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2023-02-01 20:27:01 -08:00 |
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Tim Dettmers
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de53588934
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Added Int8 matmul support for all GPUs. Full backward support.
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2023-02-01 20:09:31 -08:00 |
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