num_layers int64 | num_attention_heads int64 | hidden_size int64 | ffn_hidden_size int64 | batch_size int64 | seq_length int64 | log2_num_gpus int64 | log2_num_hosts int64 | log2_dp_size int64 | log2_tp_size int64 | log2_pp_size int64 | log2_cp_size int64 | log2_sp_size int64 | log2_dp_bucket_size_mb int64 | zero_stage int64 | log2_num_model_chunks int64 | log2_grad_accum_steps int64 | ran_successfully bool | throughput_mean float64 | throughput_std float64 | peak_mem_normalised float64 | overall_time float64 | all_time_steps large_string | peak_mem float64 | peak_mem_per_gpu large_string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 3 | true | 0.1451 | 0.000067 | -0.261776 | 305.004069 | [35.685059547424316, 6.91487455368042, 6.914535999298096, 6.902718544006348, 6.922221899032593, 6.879998683929443, 6.90677285194397, 6.882852554321289, 6.905632019042969, 6.863217115402222, 6.880952596664429, 6.905123949050903, 6.916648626327515, 6.9079883098602295, 6.875402450561523, 6.892334699630737, 6.8859221935272... | 59.057907 | [59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 0 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 1 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 2 | true | 0.148937 | 0.000084 | -0.281131 | 309.964203 | [44.531349182128906, 6.834600925445557, 6.73809289932251, 6.725088119506836, 6.741445779800415, 7.782395839691162, 6.769505500793457, 7.722895860671997, 6.713105201721191, 6.699785470962524, 6.701616048812866, 6.723679542541504, 6.739906311035156, 6.704843521118164, 6.698638439178467, 6.71304178237915, 6.72708559036254... | 57.509537 | [57.50953674316406, 57.50953674316406, 57.50953674316406, 57.50953674316406, 57.50889587402344, 57.50404357910156, 57.50953674316406, 57.50953674316406, 57.49763488769531, 57.50953674316406, 57.50953674316406, 57.50648498535156, 57.50923156738281, 57.50953674316406, 57.50953674316406, 57.40107727050781] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 3 | true | 0.140032 | 0.000055 | -0.485782 | 315.4327 | [38.73156523704529, 8.531579494476318, 7.154653787612915, 7.154494285583496, 7.157888650894165, 7.163468599319458, 7.155290365219116, 7.13975191116333, 7.137073755264282, 7.152742862701416, 7.148374557495117, 7.1453697681427, 7.139937400817871, 7.136337518692017, 7.139498949050903, 7.158757925033569, 7.158714771270752,... | 41.137409 | [41.13740921020508, 41.13740921020508, 41.13740921020508, 41.13740921020508, 41.13676834106445, 41.13191604614258, 41.13740921020508, 41.13740921020508, 41.12550735473633, 41.13740921020508, 41.13740921020508, 41.13435745239258, 41.13710403442383, 41.13740921020508, 41.13740921020508, 41.02894973754883] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 3 | 0 | 0 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 3 | 0 | 1 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 3 | 0 | 2 | true | 0.134535 | 0.000053 | -0.402944 | 328.105232 | [45.29303979873657, 7.463831663131714, 7.456385612487793, 7.4487926959991455, 7.438911199569702, 7.460493564605713, 7.4620068073272705, 7.446367502212524, 7.417582273483276, 7.420798301696777, 7.4232964515686035, 7.426153659820557, 7.446156024932861, 7.425382375717163, 7.419700622558594, 7.436547517776489, 7.4418070316... | 47.764488 | [47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.735191345214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.754722595214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.68004608154297] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 3 | 0 | 3 | true | 0.11563 | 0.000043 | -0.609695 | 360.267478 | [41.38790416717529, 8.920765399932861, 8.66274905204773, 8.654128551483154, 8.662254095077515, 8.67672348022461, 8.657986164093018, 8.641955137252808, 8.623537063598633, 8.652731895446777, 8.664340257644653, 8.663544416427612, 8.653262853622437, 8.642504692077637, 8.6443612575531, 8.663516998291016, 8.666157722473145, ... | 31.224392 | [31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.19509506225586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.21462631225586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.139949798583984] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 1 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 2 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 3 | true | 0.145192 | 0.000058 | -0.261776 | 314.033085 | [43.95173525810242, 6.898850679397583, 6.9116480350494385, 6.895223617553711, 6.947536945343018, 6.878284692764282, 6.891213655471802, 6.862974405288696, 6.906577825546265, 6.870859146118164, 6.881552219390869, 6.9099767208099365, 6.91086220741272, 6.896132946014404, 6.8755943775177, 6.8926873207092285, 6.8941025733947... | 59.057907 | [59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219, 59.05790710449219] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 2 | 0 | 1 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 2 | 0 | 2 | true | 0.148336 | 0.000066 | -0.26427 | 317.652915 | [49.4766788482666, 6.837901592254639, 6.759738206863403, 6.751010894775391, 6.758846282958984, 6.75566029548645, 6.771456718444824, 6.76590371131897, 6.726095199584961, 6.738456964492798, 6.747556209564209, 6.748345613479614, 6.753474235534668, 6.7462592124938965, 6.726968765258789, 6.739461183547974, 6.753838062286377... | 58.858414 | [58.85841369628906, 58.85841369628906, 58.85841369628906, 58.85429382324219, 58.85829162597656, 58.85566711425781, 58.85780334472656, 58.85777282714844, 58.85810852050781, 58.85536193847656, 58.85841369628906, 58.85777282714844, 58.84962463378906, 58.85505676269531, 58.85841369628906, 58.73927307128906] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 2 | 0 | 3 | true | 0.138423 | 0.000044 | -0.471021 | 321.672471 | [40.76287841796875, 7.6466944217681885, 7.225628137588501, 7.237573862075806, 7.240950584411621, 7.25183367729187, 7.228039503097534, 7.2245869636535645, 7.217170000076294, 7.223983526229858, 7.237720727920532, 7.234729290008545, 7.224045276641846, 7.22001051902771, 7.22355580329895, 7.223635911941528, 7.22774505615234... | 42.318317 | [42.31831741333008, 42.31831741333008, 42.31831741333008, 42.3141975402832, 42.31819534301758, 42.31557083129883, 42.31770706176758, 42.31767654418945, 42.31801223754883, 42.31526565551758, 42.31831741333008, 42.31767654418945, 42.30952835083008, 42.31496047973633, 42.31831741333008, 42.19917678833008] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 1 | false | null | null | 0.2 | null | [nan] | null | [inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf, inf] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 2 | true | 0.134584 | 0.000058 | -0.402944 | 327.254969 | [44.73496603965759, 7.463300466537476, 7.44856333732605, 7.447168350219727, 7.431615352630615, 7.450294494628906, 7.4573187828063965, 7.445646047592163, 7.4286088943481445, 7.4252705574035645, 7.422484636306763, 7.439954519271851, 7.435981750488281, 7.417261838912964, 7.396270751953125, 7.430849075317383, 7.44486260414... | 47.764488 | [47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.735191345214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.754722595214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.764488220214844, 47.68004608154297] |
32 | 32 | 4,096 | 11,008 | 512 | 2,048 | 4 | 1 | 4 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 3 | true | 0.115645 | 0.000047 | -0.609695 | 360.467263 | [41.96054291725159, 8.906344413757324, 8.648847103118896, 8.655565023422241, 8.666664123535156, 8.673704862594604, 8.660532712936401, 8.639703035354614, 8.631498098373413, 8.669640302658081, 8.662192821502686, 8.66062593460083, 8.661260843276978, 8.63916015625, 8.630198240280151, 8.678763389587402, 8.655101299285889, 8... | 31.224392 | [31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.19509506225586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.21462631225586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.22439193725586, 31.139949798583984] |
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