Tim Dettmers
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097b1cc5da
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Fixed bug caused by undefined default type of absmax. #553
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2023-07-13 21:23:33 -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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5f492d437e
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Merge remote-tracking branch 'origin/inference'
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2023-07-10 06:24:24 -07:00 |
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Tim Dettmers
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196d6f5dc1
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Merge pull request #469 from shadeMe/linear-layer-device
Add `device` parameter to `Linear` subclasses and `Embedding`
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2023-07-10 06:17:13 -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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cef519c89e
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Added test for Param4bit.to() and fixed double quant behavior.
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2023-07-09 17:16:50 -07:00 |
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Tim Dettmers
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6a905be5ce
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Fixed a bug where gemv_4bit would return a wrongly sized tensor.
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2023-07-09 15:34:02 -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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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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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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Max Ryabinin
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b599fdb197
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Only rearrange weight if it exists
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2023-06-14 19:27:13 +02:00 |
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Max Ryabinin
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c1f3f56d2c
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Rearrange the weights directly in state dict before loading
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2023-06-09 21:58:39 +02:00 |
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Max Ryabinin
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f734076e94
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Improve memory efficiency of 8-bit serialization
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2023-06-09 21:39:57 +02:00 |
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Max Ryabinin
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4fb37d45c1
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Extract get_tile_inds to a separate function
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2023-06-09 21:39:37 +02:00 |
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shadeMe
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db49ad43ab
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Add device parameter to Embedding
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2023-06-01 17:43:49 +02:00 |
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shadeMe
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9cac5dd1b6
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Add device parameter to Linear subclasses
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2023-06-01 17:43:30 +02:00 |
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Tim Dettmers
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1b8772a8f3
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Added PagedLion and bf16 Lion.
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2023-05-23 19:37:38 -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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4bd1151829
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Fixed gradient accumulation test.
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2023-05-07 15:06:17 -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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f64cfe65aa
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Fixed prefetch bug for non-paged tensors; added benchmark.
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2023-05-06 21:49:16 -07:00 |
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Tim Dettmers
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41a9c70814
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Changed prefetching.
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2023-05-06 18:59:59 -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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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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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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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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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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9e7cdc9ea9
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Added last SwitchBack refactors. All tests green.
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2023-04-12 13:41:30 -07:00 |
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Tim Dettmers
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008dfff9b4
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Added triton utils.
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2023-04-12 12:57:46 -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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5b612bc6df
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Added is_available_triton guard to Triton SwitchBackLinear.
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2023-04-12 12:16:55 -07:00 |
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Tim Dettmers
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c3d87e4435
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Added is_available_triton guard.
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2023-04-12 12:10:34 -07:00 |
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Tim Dettmers
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7140c01405
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Merge branch 'main' into fp8_merge
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2023-04-12 11:44:39 -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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e67bfccbcd
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Added missing triton and fp8 files.
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2023-04-12 10:06:18 -07:00 |
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Tim Dettmers
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ec1ea63711
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Refactored triton into its own folder. Refactored fp8 matmuls.
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2023-04-12 09:39:39 -07:00 |
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Tim Dettmers
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7c651012fc
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Added better error message for debugging on CUDA not detected failures.
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2023-04-12 07:56:52 -07:00 |
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Tim Dettmers
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659a7dfc71
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Fixing #300.
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2023-04-11 16:14:29 -07:00 |
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