Tim Dettmers
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67475257a9
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Added documentation for NF4; failing 8-bit matmul; fixed absmax bug. #529 #543
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2023-07-13 21:41:43 -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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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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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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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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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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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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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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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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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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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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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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69810521d3
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Some small changes.
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2023-03-27 09:12:57 -07:00 |
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Mitchell Wortsman
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51f8bb7133
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pre-triton update
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2023-03-24 05:44:42 +00:00 |
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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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Max Ryabinin
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24609b66af
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Reduce diff
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2023-02-25 06:24:58 +01:00 |
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Max Ryabinin
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d15822a54b
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Refactor _tile_indices into a cached property, fix device bug
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2023-02-25 06:23:07 +01:00 |
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Max Ryabinin
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cc608c04c2
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Revert the layout if weights were reordered
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2023-02-25 06:02:06 +01:00 |
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Max Ryabinin
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cd4d904a4c
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Raise an error when loading a quantized checkpoint before quantization
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2023-02-25 06:01:34 +01:00 |
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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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Mitchell Wortsman
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75377d125e
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new experiments
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2023-02-24 00:10:15 +00:00 |
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Mitchell Wortsman
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3fbf60ad83
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sim now worse than real
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2023-02-23 08:27:15 +00:00 |
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Max Ryabinin
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58b09ee1b1
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[WIP] Implement proper serialization of Linear8bitLt
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2023-02-21 12:04:47 +01:00 |
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Mitchell Wortsman
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7b764d3569
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adding half() cast
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2023-02-21 03:53:44 +00:00 |
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Tim Dettmers
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2dfa3ce16d
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Fixed LinearFP8 and added tests.
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2023-02-13 17:48:52 -08:00 |
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Tim Dettmers
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ca3236587a
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Added forward/backward tests; removed bias.
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2023-02-13 17:20:52 -08:00 |
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Tim Dettmers
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6bdb6c351e
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Added fp8 simulation layer.
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2023-02-13 16:53:07 -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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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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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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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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9d353ca786
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Merge pull request #87 from lostmsu/main
Add `device` and `dtype` parameters to `StableEmbedding`
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2023-01-02 13:22:45 +01:00 |
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Victor Nova
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62d39a237c
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add device and dtype parameters to StableEmbedding
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2022-11-04 14:12:46 -07:00 |
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Tom Aarsen
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54bd6ed1d6
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Remove unused imports
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2022-10-27 13:32:01 +02:00 |
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Tom Aarsen
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0b078403ee
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Simplify statements into equivalent, modern variants
via pyupgrade --py37-plus. The changes e.g. are subclassing from object, calling super() with super(ThisClass, self), or old-style syntax formatting.
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2022-10-27 13:14:13 +02:00 |
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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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df86625a93
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Isolated CUDASetup logging; all tests green.
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2022-10-24 11:54:25 -07:00 |
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justheuristic
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5d65817101
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debug
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2022-09-18 01:09:24 +03:00 |
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dbaranchuk
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4dd475ced4
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refactoring
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2022-09-11 06:28:17 +03:00 |
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dbaranchuk
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42b5fc9acc
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add memory effcient backward option
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2022-09-11 05:51:29 +03:00 |
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dbaranchuk
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4d6174bc63
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memory efficient fp16 backward
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2022-08-25 19:09:23 +03:00 |
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dbaranchuk
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ef2936a90d
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delete CxB from state
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2022-08-24 01:33:04 +03:00 |
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