Tri Dao
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a4f148b6ab
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Fix masking of bwd when seqlen is not divisible by 128
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2023-07-31 17:46:34 -07:00 |
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Tri Dao
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184b992dcb
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[GPT] Implement parallel LLaMa
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2023-07-28 15:52:48 -10:00 |
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Haodong Lyu
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8ee62efca3
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Implement ParallelGatedMlp (#251)
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2023-07-26 12:14:15 -07:00 |
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Tri Dao
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56ccaff126
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[GPT] Add LLaMa-13B to test
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2023-07-26 07:22:22 -10:00 |
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Tri Dao
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8e9820a55b
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[Rotary] Fix tests when loading state dict with rotary inv_freqs
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2023-07-26 07:16:33 -10:00 |
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Tri Dao
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2a2a3c4bfd
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[LayerNorm] Add test for randomness
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2023-07-23 12:31:55 -10:00 |
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Tri Dao
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d38357dd2f
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[GPT] Implement Falcon
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2023-07-23 10:32:29 -07:00 |
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Tri Dao
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425dbcb6c6
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[MHA] Implement MQA/GQA
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2023-07-23 00:06:58 -07:00 |
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Tri Dao
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b3177dfaf6
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[GPT] Enable FlashAttention for GPT-J
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2023-07-21 17:29:10 -07:00 |
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Tri Dao
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4f285b3547
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FlashAttention-2 release
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2023-07-17 06:21:34 -07:00 |
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Tri Dao
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d2f4324f4c
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[LayerNorm] Make sure memory addresses are aligned to 16 bytes
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2023-07-04 14:53:12 -07:00 |
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Tri Dao
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62e9814466
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[Rotary] Make sure frequency calculation is in fp32
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2023-07-02 16:39:39 -07:00 |
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Tri Dao
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48bc6eacd6
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[Gen] Add rotary base as an argument to FT attention kernel
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2023-05-30 13:38:34 -07:00 |
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Tri Dao
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a9a4b4e4f2
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[LLaMa] Fix last norm layer to use RMSNorm instead of LayerNorm
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2023-05-04 23:39:43 -07:00 |
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Tri Dao
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311d6606bf
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[Gen] Fix FT kernel smem size, CG when batch size changed
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2023-04-20 17:03:13 -07:00 |
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Tri Dao
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96d10f6545
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Implement LLaMa
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2023-04-18 21:51:35 -07:00 |
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Tri Dao
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605655bc66
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[Gen] Fix FT kernel when using CG
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2023-04-14 16:50:01 -07:00 |
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Tri Dao
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393882bc08
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[LayerNorm] Implement LN with parallel residual, support dim 8k
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2023-03-31 14:23:45 -07:00 |
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Tri Dao
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993d12448e
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Implement GPT-NeoX
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2023-03-29 01:21:25 -07:00 |
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Tri Dao
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f5d0fbd468
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[FT] Fix FT's single query attention for bf16 hdim128 rotary
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2023-03-28 21:27:00 -07:00 |
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Tri Dao
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4d87e4d875
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Implement GPT-J
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2023-03-22 16:16:58 -07:00 |
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Tri Dao
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e45a46a5b7
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[Rotary] Implement GPT-J style (interleaved) rotary
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2023-03-14 14:35:53 -07:00 |
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Tri Dao
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78b7a1dc18
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[OPT] Load fp16 weights on CPU before moving to GPU
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2023-01-22 17:01:32 -08:00 |
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Tri Dao
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f68d41ec77
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[Gen] Add OPT to generation test
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2023-01-17 19:59:06 -08:00 |
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Tri Dao
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88173a1aaf
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[FusedDense] Support relu, rename FusedDenseGeluDense -> FusedMLP
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2023-01-17 18:12:27 -08:00 |
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Tri Dao
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780e8eeabb
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[ViT] Support timm checkpoint, add tests
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2023-01-16 01:20:34 -08:00 |
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Tri Dao
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ff34123bd4
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Reorder LN in Block, support OPT
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2023-01-15 22:14:31 -08:00 |
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Tri Dao
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f1e01c27ba
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[Gen] Pass qkv_stride to ft_attention kernel for batched generation
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2023-01-15 15:20:01 -08:00 |
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Tri Dao
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7c2191542a
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[Gen] Make generation work with Tensor Parallel
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2023-01-15 11:34:27 -08:00 |
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Tri Dao
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b48599002a
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[Gen] Add timing option
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2023-01-07 19:05:09 -08:00 |
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Tri Dao
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0938298e4c
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[Gen] Adjust shape of kv_cache when using FT
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2023-01-07 17:27:54 -08:00 |
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Tri Dao
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e02fd588aa
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[Gen] Implement top-k and top-p sampling
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2023-01-07 17:00:02 -08:00 |
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Tri Dao
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11be742aa3
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[Gen] Test generation with rotary embedding
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2023-01-07 14:37:54 -08:00 |
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Tri Dao
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93383bd55b
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[TP] Implement TensorParallel without sequence parallel
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2023-01-07 13:45:22 -08:00 |
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Tri Dao
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6738d9477d
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[LayerNorm] Implement RMS Norm
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2023-01-06 17:34:22 -08:00 |
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Tri Dao
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a668890fcd
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[Gen] Add option to run generation with FT attention kernel
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2023-01-03 22:10:31 -08:00 |
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Tri Dao
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ef1ba918c6
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[GPT] Refactor function to shard state_dict for TensorParallel
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2023-01-01 00:09:33 -08:00 |
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Tri Dao
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63670fd84a
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Implement generation for GPT
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2022-12-27 21:01:50 -08:00 |
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Tri Dao
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9d797d8848
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Support loading GPT2 weights from Huggingface
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2022-12-27 11:22:48 -08:00 |
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Tri Dao
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c6ecd40a59
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Tweak CrossEntropyLoss to take process_group in init
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2022-12-27 10:47:43 -08:00 |
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Tri Dao
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b4018a5028
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Implement Tensor Parallel for GPT model
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2022-12-26 16:22:43 -08:00 |
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Tri Dao
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78225c5366
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Implement Tensor Parallel for GPT2Embeddings
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2022-12-25 14:29:53 -08:00 |
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Tri Dao
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a8cfe51551
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Implement Tensor Parallel for transformer Block
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2022-12-25 14:08:21 -08:00 |
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Tri Dao
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1e712ea8b0
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Implement TensorParallel for MHA
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2022-12-25 11:39:55 -08:00 |
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Tri Dao
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226a1b721d
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Implement TensorParallel for FusedDense and FusedDenseGeluDense
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2022-12-24 11:48:56 -08:00 |
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Tri Dao
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dff68c2b22
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Add smoothing for CrossEntropyParallel, rename to CrossEntropyLoss
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2022-12-23 14:51:08 -08:00 |
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Tri Dao
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e68ebbe89a
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Simplify FusedDense
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2022-12-22 21:25:31 -08:00 |
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Tri Dao
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13cdceb377
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Implement last_layer_subset optimization for BERT
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2022-12-19 22:18:46 -08:00 |
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Tri Dao
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5fb6df0e04
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Implement BERT
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2022-12-18 21:47:27 -08:00 |
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Tri Dao
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5db330519a
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[LayerNorm] Support taking subset of input or subset of output
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2022-12-12 22:16:14 -08:00 |
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