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Dec 21, 2024
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speed up kto loss and some refactor #495

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60 changes: 30 additions & 30 deletions benchmark/data/all_benchmark_data.csv
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Expand Up @@ -715,33 +715,33 @@ fused_linear_simpo_loss,huggingface,full,memory,MB,B,B,2,8645.314453125,8645.314
fused_linear_simpo_loss,huggingface,full,memory,MB,B,B,4,12184.330078125,12184.330078125,12184.330078125,"{""T"": 1024, ""H"": 4096, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16""}",NVIDIA A100-SXM4-80GB,2024-11-15 14:30:01,0.4.1
fused_linear_simpo_loss,huggingface,full,memory,MB,B,B,8,19262.361328125,19262.361328125,19262.361328125,"{""T"": 1024, ""H"": 4096, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16""}",NVIDIA A100-SXM4-80GB,2024-11-15 14:30:01,0.4.1
fused_linear_simpo_loss,huggingface,full,memory,MB,B,B,16,33418.42578125,33418.42578125,33418.42578125,"{""T"": 1024, ""H"": 4096, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16""}",NVIDIA A100-SXM4-80GB,2024-11-15 14:30:01,0.4.1
kto_loss,liger,forward,speed,ms,B,Batch Size (B),2,20.53521728515625,19.908370971679688,20.64090919494629,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:39,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),4,37.11443328857422,37.1072883605957,37.12157440185547,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:39,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),8,76.66329956054688,76.66329956054688,76.66329956054688,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:39,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),16,172.98681640625,172.98681640625,172.98681640625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:39,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),32,303.8100280761719,303.8100280761719,303.8100280761719,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:39,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),2,8.131551742553711,8.122809410095215,8.135846138000488,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:58,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),4,17.13974380493164,13.816153526306152,19.821325302124023,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:58,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),8,32.35935974121094,28.95905876159668,32.686336517333984,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:58,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),16,59.52479934692383,59.52479934692383,59.52479934692383,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:58,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),32,129.97698974609375,129.97698974609375,129.97698974609375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:12:58,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),2,19.929119110107422,19.372455596923828,20.696868896484375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:19,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),4,38.00328063964844,37.99269104003906,38.01387023925781,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:19,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),8,75.40016174316406,75.40016174316406,75.40016174316406,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:19,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),16,148.1293487548828,148.1293487548828,148.1293487548828,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:19,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),32,297.30621337890625,297.30621337890625,297.30621337890625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:19,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),2,13.964447975158691,13.904864311218262,13.98806381225586,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:38,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),4,25.264448165893555,25.253772735595703,25.288410186767578,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:38,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),8,48.33251190185547,48.33251190185547,48.33251190185547,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:38,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),16,94.19913482666016,94.19913482666016,94.19913482666016,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:38,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),32,186.9466552734375,186.9466552734375,186.9466552734375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:13:38,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),2,3543.0029296875,3543.0029296875,3543.0029296875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:01,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),4,4306.2548828125,4306.2548828125,4306.2548828125,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:01,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),8,4318.2744140625,4318.2744140625,4318.2744140625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:01,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),16,4342.3134765625,4342.3134765625,4342.3134765625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:01,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),32,4390.3916015625,4390.3916015625,4390.3916015625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:01,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),2,5051.99560546875,5051.99560546875,5051.99560546875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:22,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),4,6809.51220703125,6809.51220703125,6809.51220703125,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:22,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),8,10321.544921875,10321.544921875,10321.544921875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:22,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),16,17351.611328125,17351.611328125,17351.611328125,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:22,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),32,31411.744140625,31411.744140625,31411.744140625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA A100-SXM4-80GB,2024-12-20 07:14:22,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),2,4.223455905914307,4.183884620666504,4.23199987411499,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:41,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),4,8.400144577026367,8.322336196899414,8.437881469726562,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:41,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),8,16.128929138183594,16.08905601501465,16.155744552612305,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:41,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),16,32.88691329956055,32.87322235107422,32.9140625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:41,0.5.2
kto_loss,liger,forward,speed,ms,B,Batch Size (B),32,64.56556701660156,64.56556701660156,64.56556701660156,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:41,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),2,3.885007858276367,3.872652769088745,3.898591995239258,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:55,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),4,7.364704132080078,7.353612899780273,7.40869140625,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:55,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),8,14.353952407836914,14.347923278808594,14.392550468444824,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:55,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),16,28.60825538635254,28.41696548461914,28.709611892700195,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:55,0.5.2
kto_loss,huggingface,forward,speed,ms,B,Batch Size (B),32,58.51824188232422,58.51824188232422,58.51824188232422,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:13:55,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),2,4.638735771179199,4.555334091186523,4.652671813964844,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:10,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),4,8.78553581237793,8.72441577911377,8.79651165008545,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:10,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),8,16.917583465576172,16.87615966796875,16.953439712524414,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:10,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),16,33.683902740478516,33.61384201049805,33.753963470458984,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:10,0.5.2
kto_loss,liger,full,speed,ms,B,Batch Size (B),32,66.50137329101562,66.50137329101562,66.50137329101562,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:10,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),2,6.3572797775268555,6.338803291320801,6.376518726348877,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:25,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),4,11.686159133911133,11.640652656555176,11.694182395935059,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:25,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),8,22.35055923461914,22.22890281677246,22.556838989257812,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:25,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),16,44.56269073486328,44.557830810546875,44.56754684448242,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:25,0.5.2
kto_loss,huggingface,full,speed,ms,B,Batch Size (B),32,88.43180847167969,88.43180847167969,88.43180847167969,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:25,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),2,2585.24609375,2585.24609375,2585.24609375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:40,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),4,3348.49609375,3348.49609375,3348.49609375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:40,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),8,3360.51171875,3360.51171875,3360.51171875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:40,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),16,3384.54296875,3384.54296875,3384.54296875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:40,0.5.2
kto_loss,liger,full,memory,MB,B,Batch Size (B),32,3432.60546875,3432.60546875,3432.60546875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:40,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),2,4343.2470703125,4343.2470703125,4343.2470703125,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:55,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),4,6099.2646484375,6099.2646484375,6099.2646484375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:55,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),8,9614.296875,9614.296875,9614.296875,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:55,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),16,16643.36328125,16643.36328125,16643.36328125,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:55,0.5.2
kto_loss,huggingface,full,memory,MB,B,Batch Size (B),32,30703.49609375,30703.49609375,30703.49609375,"{""T"": 512, ""H"": 1024, ""V"": 128256, ""mode"": ""forward"", ""dtype"": ""torch.bfloat16"", ""bias"": true, ""beta"": 0.1, ""ignore_index"": 42}",NVIDIA H100 NVL,2024-12-21 02:14:55,0.5.2
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