Files
aituner/runs/frontier-qwen30-vllm020-profile-v1/frozen/profile-v1/attention.csv

104 lines
58 KiB
CSV

time_stats.attn_input_reshape.min,time_stats.attn_input_reshape.max,time_stats.attn_input_reshape.mean,time_stats.attn_input_reshape.median,time_stats.attn_input_reshape.std,time_stats.attn_kv_cache_save.min,time_stats.attn_kv_cache_save.max,time_stats.attn_kv_cache_save.mean,time_stats.attn_kv_cache_save.median,time_stats.attn_kv_cache_save.std,time_stats.attn_prefill.min,time_stats.attn_prefill.max,time_stats.attn_prefill.mean,time_stats.attn_prefill.median,time_stats.attn_prefill.std,time_stats.attn_decode.min,time_stats.attn_decode.max,time_stats.attn_decode.mean,time_stats.attn_decode.median,time_stats.attn_decode.std,time_stats.attn_output_reshape.min,time_stats.attn_output_reshape.max,time_stats.attn_output_reshape.mean,time_stats.attn_output_reshape.median,time_stats.attn_output_reshape.std,n_embd,n_q_head,n_kv_head,block_size,num_tensor_parallel_workers,max_model_len,batch_size,prefill_chunk_size,kv_cache_size,is_prefill,attention_backend,is_mixed_batch,mode,seq_lens,total_tokens,max_seq_len,min_seq_len,avg_seq_len,equal_seq_len,seq_len_variance,seq_len_std,seq_len_cv,is_chunked_prefill_sample,chunk_start_token,chunk_end_token,total_prefill_tokens,profiling_precision,model_arch,quant_signature,measurement_type,is_true_mixed_batch,prefill_seq_lens,prefill_kv_cache_sizes,decode_kv_cache_sizes,num_prefill_seqs,num_decode_seqs,decode_batch_size,total_batch_size,total_decode_tokens,decode_avg_kv_cache_size,batch_composition_ratio,batch_spec,projection_policy
0.0,0.0,0.0,0.0,0.0,0.01414399966597557,0.028863999992609024,0.019705599918961526,0.01771199982613325,0.005157200849836681,0.047968000173568726,0.07046400010585785,0.05810240097343922,0.05810240097343922,0.007477463486041561,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,64,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[64],64,64,64,64.0,True,0.0,0.0,0.0,False,0.0,64.0,64,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q64,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014399999752640724,0.04947200044989586,0.020412799902260303,0.01635199971497059,0.010107497379722417,0.046560000628232956,0.08323200047016144,0.05587520003318787,0.05587520003318787,0.011126758739503428,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,128,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[128],128,128,128,128.0,True,0.0,0.0,0.0,False,0.0,128.0,128,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01484800036996603,0.022207999601960182,0.017033600155264138,0.015312000177800655,0.002819235991970241,0.05104000121355057,0.07692799717187881,0.056396800279617305,0.056396800279617305,0.007481982178637539,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,256,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[256],256,256,256,256.0,True,0.0,0.0,0.0,False,0.0,256.0,256,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q256,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015072000212967396,0.022272000089287758,0.01706880023702979,0.01616000011563301,0.002460889579319197,0.06931199878454208,0.0838719978928566,0.07432000041007995,0.07432000041007995,0.004777766433175866,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,512,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[512],512,512,512,512.0,True,0.0,0.0,0.0,False,0.0,512.0,512,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q512,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.018592000007629395,0.028543999418616295,0.02095999978482723,0.019183999858796597,0.003198175496053494,0.12179200351238251,0.15408000349998474,0.1307712011039257,0.1307712011039257,0.00858807797538298,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,1024,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[1024],1024,1024,1024,1024.0,True,0.0,0.0,0.0,False,0.0,1024.0,1024,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.027775999158620834,0.03385600075125694,0.030131200328469276,0.029680000618100166,0.0021152558103575215,0.32678401470184326,0.3450239896774292,0.33396480381488797,0.33396480381488797,0.0045872424917606375,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,2048,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[2048],2048,2048,2048,2048.0,True,0.0,0.0,0.0,False,0.0,2048.0,2048,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.04438399896025658,0.05084799975156784,0.046540799736976626,0.04531199857592583,0.002277905811237223,1.0959680080413818,1.1151360273361206,1.0999775886535645,1.0999775886535645,0.005694403246120485,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,4096,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[4096],4096,4096,4096,4096.0,True,0.0,0.0,0.0,False,0.0,4096.0,4096,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.078015998005867,0.08691199868917465,0.08114239946007729,0.08019199967384338,0.00292795706334475,4.070400238037109,4.113152027130127,4.087088012695312,4.087088012695312,0.013660567012509554,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,8192,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[8192],8192,8192,8192,8192.0,True,0.0,0.0,0.0,False,0.0,8192.0,8192,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.016063999384641647,0.05167999863624573,0.022115200012922286,0.017583999782800674,0.010340094822340818,0.05196800082921982,0.09011200070381165,0.06328320093452933,0.06328320093452933,0.012557341255467452,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,64,448.0,True,FLASH_ATTN,False,vllm020_batch_spec,[64],64,64,64,64.0,True,0.0,0.0,0.0,True,448.0,512.0,64,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q64s512,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01583999954164028,0.026623999699950218,0.018927999772131443,0.017376000061631203,0.003514650316260619,0.06681600213050842,0.07993599772453308,0.0725280001759529,0.0725280001759529,0.004343502558613716,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,128,896.0,True,FLASH_ATTN,False,vllm020_batch_spec,[128],128,128,128,128.0,True,0.0,0.0,0.0,True,896.0,1024.0,128,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q128s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01648000068962574,0.030880000442266464,0.01945280022919178,0.017967999912798405,0.004096211183007485,0.1311360001564026,0.1546880006790161,0.13908160030841826,0.13908160030841826,0.007511906874366178,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,256,1792.0,True,FLASH_ATTN,False,vllm020_batch_spec,[256],256,256,256,256.0,True,0.0,0.0,0.0,True,1792.0,2048.0,256,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q256s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.017855999991297722,0.03558399900794029,0.020851199887692927,0.018559999763965607,0.005235911594130716,0.32950401306152344,0.350271999835968,0.33912960588932034,0.33912960588932034,0.006027400986663648,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,512,3584.0,True,FLASH_ATTN,False,vllm020_batch_spec,[512],512,512,512,512.0,True,0.0,0.0,0.0,True,3584.0,4096.0,512,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q512s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.019328000023961067,0.040608000010252,0.022790400311350822,0.020704000256955624,0.006113051965778337,1.1415679454803467,1.1518720388412476,1.144483208656311,1.144483208656311,0.0032332311374389127,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,1024,7168.0,True,FLASH_ATTN,False,vllm020_batch_spec,[1024],1024,1024,1024,1024.0,True,0.0,0.0,0.0,True,7168.0,8192.0,1024,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1ks8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015807999297976494,0.030688000842928886,0.019596799835562707,0.01774400006979704,0.004343384771033462,0.0,0.0,0.0,0.0,0.0,0.049056001007556915,0.07580800354480743,0.05948160067200661,0.05948160067200661,0.009031541471446955,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,1,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,[1],1,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01603199914097786,0.02486399933695793,0.01923839971423149,0.018079999834299088,0.0032282528537266424,0.0,0.0,0.0,0.0,0.0,0.05142400041222572,0.07353600114583969,0.059328000620007516,0.059328000620007516,0.0073307807735143084,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,8,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.016543999314308167,0.03977600112557411,0.021379199624061585,0.018511999398469925,0.006593576176246171,0.0,0.0,0.0,0.0,0.0,0.0488319993019104,0.06435199826955795,0.05479039996862411,0.05479039996862411,0.005672522998491864,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,16,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01635199971497059,0.02844800055027008,0.019267200119793416,0.017952000722289085,0.0035068687666949577,0.0,0.0,0.0,0.0,0.0,0.049855999648571014,0.07798399776220322,0.05986879989504815,0.05986879989504815,0.01043914754878828,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,32,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.016383999958634377,0.026079999282956123,0.01923519968986511,0.017791999503970146,0.0032161974331284568,0.0,0.0,0.0,0.0,0.0,0.058111999183893204,0.1045759990811348,0.06708480007946492,0.06708480007946492,0.013479022462646494,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,64,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014720000326633453,0.04057599976658821,0.019100800156593323,0.015455999877303839,0.007512281243011577,0.0,0.0,0.0,0.0,0.0,0.05363199859857559,0.07782399654388428,0.06090559959411622,0.06090559959411622,0.007544620176348091,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,8,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014431999996304512,0.02191999927163124,0.016684799920767546,0.01563199982047081,0.0024293118621811216,0.0,0.0,0.0,0.0,0.0,0.0629120022058487,0.07891199737787247,0.06891520097851753,0.06891520097851753,0.005472695665695425,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,16,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014560000039637089,0.038943998515605927,0.018313600029796363,0.01561600062996149,0.007127270260115769,0.0,0.0,0.0,0.0,0.0,0.08675199747085571,0.10662399977445602,0.09391999915242194,0.09391999915242194,0.006988099589086635,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,32,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014527999795973301,0.054687999188899994,0.021439999900758268,0.01539199985563755,0.012052764849597775,0.0,0.0,0.0,0.0,0.0,0.13488000631332397,0.1528639942407608,0.1431359991431236,0.1431359991431236,0.005436271464033599,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,64,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014399999752640724,0.041919998824596405,0.01899839974939823,0.015343999955803156,0.007989843526623287,0.0,0.0,0.0,0.0,0.0,0.06176000088453293,0.08374399691820145,0.06747519969940186,0.06747519969940186,0.0066067747128778,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,8,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.016256000846624374,0.11353600025177002,0.042761600017547606,0.028960000723600388,0.029104301538020762,0.0,0.0,0.0,0.0,0.0,0.09734400361776352,0.14422400295734406,0.11392960175871848,0.11392960175871848,0.013198594600417867,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,16,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014688000082969666,0.034143999218940735,0.018918400071561335,0.01643200032413006,0.005500943993080684,0.0,0.0,0.0,0.0,0.0,0.12918399274349213,0.15087999403476715,0.13807999789714814,0.13807999789714814,0.007658330538677587,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,32,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.016063999384641647,0.03641600161790848,0.0198208000510931,0.01780799962580204,0.0057264128169845765,0.0,0.0,0.0,0.0,0.0,0.22099199891090393,0.23904000222682953,0.2293503984808922,0.2293503984808922,0.004861342907006028,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,64,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014751999638974667,0.035840000957250595,0.018908800091594458,0.015792000107467175,0.0064374817924757475,0.0,0.0,0.0,0.0,0.0,0.10134399682283401,0.12201599776744843,0.10896319895982742,0.10896319895982742,0.006336330809165179,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,8,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.013856000266969204,0.03417599946260452,0.017846399918198586,0.014800000004470348,0.006495007539635255,0.0,0.0,0.0,0.0,0.0,0.13126400113105774,0.15561600029468536,0.1389280006289482,0.1389280006289482,0.008381472811075022,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,16,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014431999996304512,0.03519999980926514,0.019168000388890504,0.01600000075995922,0.005995522477654695,0.0,0.0,0.0,0.0,0.0,0.21728000044822693,0.2343679964542389,0.2231455981731415,0.2231455981731415,0.004720730646739123,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,32,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014047999866306782,0.03670400008559227,0.018441599886864425,0.015023999847471714,0.006596535162793127,0.0,0.0,0.0,0.0,0.0,0.39321601390838623,0.4524799883365631,0.4058080047369003,0.4058080047369003,0.01578349755088941,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,64,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014336000196635723,0.022143999114632607,0.016912000067532063,0.015168000012636185,0.0028156089295136347,0.0,0.0,0.0,0.0,0.0,0.15587200224399567,0.3079040050506592,0.17838079929351805,0.17838079929351805,0.04355865575265927,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,8,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014271999709308147,0.02112000063061714,0.015516800060868263,0.01488000014796853,0.001940870731593904,0.0,0.0,0.0,0.0,0.0,0.21587200462818146,0.23561599850654602,0.22250880002975468,0.22250880002975468,0.006181951170646666,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,16,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015552000142633915,0.039264000952243805,0.023609600123018028,0.02131200022995472,0.007236979625711548,0.0,0.0,0.0,0.0,0.0,0.408735990524292,0.470335990190506,0.4336863994598388,0.4336863994598388,0.01844662383160074,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,32,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014399999752640724,0.025407999753952026,0.016227199975401164,0.014960000291466713,0.0031617375441736185,0.0,0.0,0.0,0.0,0.0,0.7412800192832947,0.7627840042114258,0.7464000046253203,0.7464000046253203,0.006112167448837547,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,1,40960,64,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014720000326633453,0.02364799939095974,0.01809599995613098,0.016352000646293163,0.0035481127058959038,0.04822399839758873,0.08566399663686752,0.05961279980838299,0.05961279980838299,0.011445665413968877,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,64,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[64],64,64,64,64.0,True,0.0,0.0,0.0,False,0.0,64.0,64,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q64,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014175999909639359,0.020864000543951988,0.01668160008266568,0.015664000064134598,0.0025769063833097584,0.049695998430252075,0.08057600259780884,0.05882879942655563,0.05882879942655563,0.009515126108519331,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,128,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[128],128,128,128,128.0,True,0.0,0.0,0.0,False,0.0,128.0,128,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014399999752640724,0.028704000636935234,0.017430400010198355,0.015056000091135502,0.004349294613335555,0.049855999648571014,0.07366400212049484,0.05459520071744919,0.05459520071744919,0.0069610920757925574,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,256,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[256],256,256,256,256.0,True,0.0,0.0,0.0,False,0.0,256.0,256,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q256,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014336000196635723,0.03161599859595299,0.017788799852132796,0.015711999963968992,0.005005385723318659,0.06102399900555611,0.08179199695587158,0.06650560013949873,0.06650560013949873,0.006947995595801105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,512,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[512],512,512,512,512.0,True,0.0,0.0,0.0,False,0.0,512.0,512,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q512,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014655999839305878,0.04416000097990036,0.019200000166893005,0.015488000120967627,0.008561241323364038,0.08054400235414505,0.09196799993515015,0.08607039973139763,0.08607039973139763,0.004145329035483754,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,1024,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[1024],1024,1024,1024,1024.0,True,0.0,0.0,0.0,False,0.0,1024.0,1024,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.017855999991297722,0.023391999304294586,0.019667199812829494,0.018463999964296818,0.0022577669687832585,0.18729600310325623,0.20585599541664124,0.19546559900045393,0.19546559900045393,0.006339068824303663,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,2048,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[2048],2048,2048,2048,2048.0,True,0.0,0.0,0.0,False,0.0,2048.0,2048,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.026240000501275063,0.03446400165557861,0.028297600522637367,0.027088000439107418,0.0025148441522922374,0.5754240155220032,0.5889919996261597,0.5800191938877105,0.5800191938877105,0.003858869273829596,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,4096,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[4096],4096,4096,4096,4096.0,True,0.0,0.0,0.0,False,0.0,4096.0,4096,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.04182400181889534,0.047200001776218414,0.043036799877882004,0.0423360001295805,0.0017073405772076728,2.063199996948242,2.0787200927734375,2.067151999473572,2.067151999473572,0.004959651271127835,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,8192,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[8192],8192,8192,8192,8192.0,True,0.0,0.0,0.0,False,0.0,8192.0,8192,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014399999752640724,0.05648000165820122,0.02270399993285537,0.017935999669134617,0.012377915150727689,0.049536000937223434,0.07196799665689468,0.056015999615192415,0.056015999615192415,0.0070476637552742884,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,64,448.0,True,FLASH_ATTN,False,vllm020_batch_spec,[64],64,64,64,64.0,True,0.0,0.0,0.0,True,448.0,512.0,64,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q64s512,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01408000010997057,0.021344000473618507,0.01611520005390048,0.014928000047802925,0.0025499884993961702,0.07072000205516815,0.2642880082130432,0.1588256008923054,0.1588256008923054,0.053220347086102376,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,128,896.0,True,FLASH_ATTN,False,vllm020_batch_spec,[128],128,128,128,128.0,True,0.0,0.0,0.0,True,896.0,1024.0,128,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q128s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01360000018030405,0.03014400042593479,0.016975999902933837,0.015056000091135502,0.004715159697364111,0.08393599838018417,0.11036799848079681,0.09160000011324881,0.09160000011324881,0.007911669434472792,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,256,1792.0,True,FLASH_ATTN,False,vllm020_batch_spec,[256],256,256,256,256.0,True,0.0,0.0,0.0,True,1792.0,2048.0,256,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q256s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014495999552309513,0.020767999812960625,0.016233599931001663,0.015392000321298838,0.002202615907995427,0.1998399943113327,0.22070400416851044,0.20855360180139543,0.20855360180139543,0.00689307200230667,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,512,3584.0,True,FLASH_ATTN,False,vllm020_batch_spec,[512],512,512,512,512.0,True,0.0,0.0,0.0,True,3584.0,4096.0,512,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q512s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01484800036996603,0.033440001308918,0.018684800155460833,0.016048000194132328,0.00553991005639174,0.6043199896812439,0.635807991027832,0.6126143991947173,0.6126143991947173,0.008745933953408096,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,1024,7168.0,True,FLASH_ATTN,False,vllm020_batch_spec,[1024],1024,1024,1024,1024.0,True,0.0,0.0,0.0,True,7168.0,8192.0,1024,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1ks8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.013824000023305416,0.03359999880194664,0.017811199743300678,0.014944000169634819,0.005926140483565472,0.0,0.0,0.0,0.0,0.0,0.045471999794244766,0.07539200037717819,0.054758400097489356,0.054758400097489356,0.010253548506101549,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,1,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,[1],1,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014047999866306782,0.02409599907696247,0.01641279999166727,0.01473599998280406,0.003347158638713987,0.0,0.0,0.0,0.0,0.0,0.0461760014295578,0.07529599964618683,0.05460800044238568,0.05460800044238568,0.009748937798340135,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,8,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014271999709308147,0.028416000306606293,0.018611199874430894,0.01598400017246604,0.005209875093863647,0.0,0.0,0.0,0.0,0.0,0.048128001391887665,0.07897599786520004,0.061353600397706036,0.061353600397706036,0.010488153655157845,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,16,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014112000353634357,0.025728000327944756,0.016092800162732603,0.01512000011280179,0.003300888123052605,0.0,0.0,0.0,0.0,0.0,0.04864000156521797,0.07648000121116638,0.05810560062527656,0.05810560062527656,0.009473544218404408,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,32,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014655999839305878,0.03551999852061272,0.018588799890130757,0.016064000315964222,0.006071057437992447,0.0,0.0,0.0,0.0,0.0,0.04822399839758873,0.07862400263547897,0.05660480037331582,0.05660480037331582,0.009565394213730401,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,64,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014303999952971935,0.028831999748945236,0.01699519995599985,0.015024000313133001,0.004285000744868188,0.0,0.0,0.0,0.0,0.0,0.04854400083422661,0.06719999760389328,0.05778240002691746,0.05778240002691746,0.006852125554679805,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,8,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.0144640002399683,0.024927999824285507,0.0161183999851346,0.01521599991247058,0.0029774808524673907,0.0,0.0,0.0,0.0,0.0,0.05379199981689453,0.08966399729251862,0.06270079985260964,0.06270079985260964,0.009983591277092696,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,16,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014431999996304512,0.03001599945127964,0.017648000083863736,0.01547200046479702,0.004585126309484848,0.0,0.0,0.0,0.0,0.0,0.061664000153541565,0.07692799717187881,0.06704320013523103,0.06704320013523103,0.005500191798490629,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,32,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014175999909639359,0.026367999613285065,0.016947199776768684,0.015039999969303608,0.0037951566103550205,0.0,0.0,0.0,0.0,0.0,0.08799999952316284,0.111455999314785,0.0964031994342804,0.0964031994342804,0.007397541615558088,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,64,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01369599997997284,0.021247999742627144,0.015359999984502793,0.014640000183135271,0.0020942770950814317,0.0,0.0,0.0,0.0,0.0,0.051711998879909515,0.07065600156784058,0.058054400235414506,0.058054400235414506,0.006633034815910025,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,8,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014208000153303146,0.0307839997112751,0.017148799914866685,0.015039999969303608,0.004882374686312284,0.0,0.0,0.0,0.0,0.0,0.061919998377561576,0.07843200117349625,0.06628479920327664,0.06628479920327664,0.004962852689801192,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,16,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.013887999579310417,0.02969600073993206,0.017500799987465142,0.015232000034302473,0.00467273319705314,0.0,0.0,0.0,0.0,0.0,0.08819200098514557,0.11097600311040878,0.09493440166115762,0.09493440166115762,0.007509235042985577,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,32,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014399999752640724,0.022112000733613968,0.01751680001616478,0.016047999262809753,0.0030306621792915785,0.0,0.0,0.0,0.0,0.0,0.13065600395202637,0.15110400319099426,0.13857279866933822,0.13857279866933822,0.00750137841249771,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,64,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.013919999822974205,0.04012800008058548,0.01892479993402958,0.01550400024279952,0.007459545267816961,0.0,0.0,0.0,0.0,0.0,0.06278400123119354,0.08259200304746628,0.0704512007534504,0.0704512007534504,0.005979055984382744,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,8,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014336000196635723,0.02236800082027912,0.016332800220698118,0.014928000047802925,0.002784044363186731,0.0,0.0,0.0,0.0,0.0,0.1003199964761734,0.1279360055923462,0.10921279862523078,0.10921279862523078,0.00862769617046716,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,16,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.013919999822974205,0.0225600004196167,0.016128000058233737,0.014800000004470348,0.002958953332547708,0.0,0.0,0.0,0.0,0.0,0.13116799294948578,0.14812800288200378,0.13783999979496003,0.13783999979496003,0.005696384361148053,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,32,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014208000153303146,0.029983999207615852,0.017468800116330386,0.01508800033479929,0.0047379550962483065,0.0,0.0,0.0,0.0,0.0,0.217631995677948,0.2447360008955002,0.22715839892625808,0.22715839892625808,0.008831828221847138,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,64,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014047999866306782,0.02304000034928322,0.016512000095099212,0.014512000139802694,0.0035026774828624254,0.0,0.0,0.0,0.0,0.0,0.11020799726247787,0.12307199835777283,0.11600959971547126,0.11600959971547126,0.004667637266950902,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,8,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014112000353634357,0.042080000042915344,0.017510399967432023,0.014607999939471483,0.00823117883530167,0.0,0.0,0.0,0.0,0.0,0.15702399611473083,0.17587199807167053,0.16399359852075576,0.16399359852075576,0.006588299074676393,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,16,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.013919999822974205,0.0208320003002882,0.015299199987202883,0.01462399959564209,0.001916768086505386,0.0,0.0,0.0,0.0,0.0,0.21779200434684753,0.2415360063314438,0.2260768011212349,0.2260768011212349,0.007251352080685236,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,32,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014015999622642994,0.021088000386953354,0.015619200188666582,0.01473599998280406,0.002013227452302141,0.0,0.0,0.0,0.0,0.0,0.3959999978542328,0.4152640104293823,0.40332479774951924,0.40332479774951924,0.006942401431914052,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,2,40960,64,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014560000039637089,0.022784000262618065,0.016435200069099664,0.015519999898970127,0.0023688301421469523,0.04879999905824661,0.09139200299978256,0.06054079942405224,0.06054079942405224,0.012152608702448775,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,64,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[64],64,64,64,64.0,True,0.0,0.0,0.0,False,0.0,64.0,64,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q64,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014816000126302242,0.02844800055027008,0.017008000146597625,0.015696000307798386,0.003941466294662679,0.047807998955249786,0.07356800138950348,0.05626560002565384,0.05626560002565384,0.00842179125412236,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,128,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[128],128,128,128,128.0,True,0.0,0.0,0.0,False,0.0,128.0,128,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014688000082969666,0.053408000618219376,0.019353600218892097,0.01532800029963255,0.01138302400841626,0.048448000103235245,0.0785600021481514,0.0556256003677845,0.0556256003677845,0.009348274502616908,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,256,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[256],256,256,256,256.0,True,0.0,0.0,0.0,False,0.0,256.0,256,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q256,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015039999969303608,0.03139200061559677,0.01823679991066456,0.016159999649971724,0.004860071238302512,0.055424001067876816,0.08505599945783615,0.0640383992344141,0.0640383992344141,0.00921448636178623,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,512,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[512],512,512,512,512.0,True,0.0,0.0,0.0,False,0.0,512.0,512,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q512,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014751999638974667,0.026528000831604004,0.017324799951165915,0.01536000007763505,0.0036004822686428305,0.07660800218582153,0.0942080020904541,0.08209280073642732,0.08209280073642732,0.00515895587669752,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,1024,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[1024],1024,1024,1024,1024.0,True,0.0,0.0,0.0,False,0.0,1024.0,1024,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014879999682307243,0.021247999742627144,0.016403199825435876,0.01532800029963255,0.001995897022647934,0.11395200341939926,0.15113599598407745,0.12431039959192276,0.12431039959192276,0.011164431123683732,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,2048,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[2048],2048,2048,2048,2048.0,True,0.0,0.0,0.0,False,0.0,2048.0,2048,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.017184000462293625,0.028672000393271446,0.019865600019693376,0.017823999747633934,0.0035798491315929977,0.3171840012073517,0.3341119885444641,0.3261695951223373,0.3261695951223373,0.005111046452878918,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,4096,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[4096],4096,4096,4096,4096.0,True,0.0,0.0,0.0,False,0.0,4096.0,4096,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.024639999493956566,0.030400000512599945,0.02656640000641346,0.02556800004094839,0.0020189846603237303,1.0648640394210815,1.0828479528427124,1.0715327858924866,1.0715327858924866,0.005558639263049851,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,8192,0.0,True,FLASH_ATTN,False,vllm020_batch_spec,[8192],8192,8192,8192,8192.0,True,0.0,0.0,0.0,False,0.0,8192.0,8192,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014976000413298607,0.021695999428629875,0.017305599898099898,0.01593599934130907,0.0025718046517268054,0.04956800118088722,0.07932800054550171,0.06228480041027069,0.06228480041027069,0.01027160349757827,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,64,448.0,True,FLASH_ATTN,False,vllm020_batch_spec,[64],64,64,64,64.0,True,0.0,0.0,0.0,True,448.0,512.0,64,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q64s512,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01539199985563755,0.03580800071358681,0.019686400331556796,0.017136000096797943,0.005918387811304003,0.05158400163054466,0.10713600367307663,0.06364160068333148,0.06364160068333148,0.015832957809696766,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,128,896.0,True,FLASH_ATTN,False,vllm020_batch_spec,[128],128,128,128,128.0,True,0.0,0.0,0.0,True,896.0,1024.0,128,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q128s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015168000012636185,0.02223999984562397,0.016672000009566545,0.015887999907135963,0.0020934945946034563,0.06521599739789963,0.08902399986982346,0.07520959973335266,0.07520959973335266,0.007913840684102929,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,256,1792.0,True,FLASH_ATTN,False,vllm020_batch_spec,[256],256,256,256,256.0,True,0.0,0.0,0.0,True,1792.0,2048.0,256,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q256s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015231999568641186,0.04028800129890442,0.019971200078725816,0.01646399963647127,0.007351305886577286,0.14467200636863708,0.16844800114631653,0.15363519936800005,0.15363519936800005,0.008174435899956223,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,512,3584.0,True,FLASH_ATTN,False,vllm020_batch_spec,[512],512,512,512,512.0,True,0.0,0.0,0.0,True,3584.0,4096.0,512,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q512s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015519999898970127,0.02304000034928322,0.01775679988786578,0.016784000210464,0.0025077243712082584,0.33740800619125366,0.35343998670578003,0.3445120006799698,0.3445120006799698,0.00445648463590358,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,1024,7168.0,True,FLASH_ATTN,False,vllm020_batch_spec,[1024],1024,1024,1024,1024.0,True,0.0,0.0,0.0,True,7168.0,8192.0,1024,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1ks8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015647999942302704,0.02393599972128868,0.01809599995613098,0.01654400024563074,0.002998393102466254,0.0,0.0,0.0,0.0,0.0,0.0504320003092289,0.0843840017914772,0.060083200410008426,0.060083200410008426,0.00986959318572296,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,1,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,[1],1,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01603199914097786,0.030047999694943428,0.019510399922728537,0.017680000513792038,0.004065185265963332,0.0,0.0,0.0,0.0,0.0,0.05004800111055374,0.07036799937486649,0.059315200522542,0.059315200522542,0.006537768821329647,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,8,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01484800036996603,0.02393599972128868,0.018035199772566558,0.016512000001966953,0.0030667689116777724,0.0,0.0,0.0,0.0,0.0,0.05100800096988678,0.06735999882221222,0.058387200161814694,0.058387200161814694,0.005832787739241381,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,16,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01500799972563982,0.026208000257611275,0.017500799987465142,0.01646399963647127,0.0030666103306165714,0.0,0.0,0.0,0.0,0.0,0.05023999884724617,0.07254400104284286,0.057254400476813315,0.057254400476813315,0.006890853653068151,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,32,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014688000082969666,0.027327999472618103,0.0179776000790298,0.01648000068962574,0.003783417447531392,0.0,0.0,0.0,0.0,0.0,0.04819199815392494,0.07100799679756165,0.05621119923889638,0.05621119923889638,0.007824391484124725,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,64,0,127.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s128,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015647999942302704,0.036448001861572266,0.019136000238358975,0.016704000532627106,0.006076530095624803,0.0,0.0,0.0,0.0,0.0,0.047488000243902206,0.08441600203514099,0.0588383998721838,0.0588383998721838,0.011275940726332522,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,8,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015135999768972397,0.033952001482248306,0.02119360016658902,0.018000000156462193,0.007136646614305304,0.0,0.0,0.0,0.0,0.0,0.04931199923157692,0.06992000341415405,0.05755840018391609,0.05755840018391609,0.007297587694315226,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,16,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014879999682307243,0.034272000193595886,0.0204415999352932,0.017311999574303627,0.00695404701803013,0.0,0.0,0.0,0.0,0.0,0.05215999856591225,0.0735040009021759,0.06117440015077591,0.06117440015077591,0.007381118436894922,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,32,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015359999611973763,0.03743999823927879,0.02012479966506362,0.01775999926030636,0.006181045509079057,0.0,0.0,0.0,0.0,0.0,0.06355199962854385,0.08508799970149994,0.07019200026988984,0.07019200026988984,0.0062246580442117845,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,64,0,1023.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s1k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015552000142633915,0.032607998698949814,0.01959999995306134,0.017487999983131886,0.004882475068460749,0.0,0.0,0.0,0.0,0.0,0.04918399825692177,0.0865280032157898,0.05973760038614274,0.05973760038614274,0.011546847942113974,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,8,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015168000012636185,0.02675200067460537,0.017430400010198355,0.016560000367462635,0.003243135094239819,0.0,0.0,0.0,0.0,0.0,0.052671998739242554,0.08367999643087387,0.06238719932734965,0.06238719932734965,0.011207824780630104,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,16,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.01500799972563982,0.03612799942493439,0.019327999837696553,0.01688000001013279,0.006058251425153085,0.0,0.0,0.0,0.0,0.0,0.06364800035953522,0.07878399640321732,0.06935679838061332,0.06935679838061332,0.004515588328677643,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,32,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015104000456631184,0.03711999952793121,0.019670399930328132,0.017152000218629837,0.006165994646522264,0.0,0.0,0.0,0.0,0.0,0.09071999788284302,0.11507199704647064,0.10252480059862136,0.10252480059862136,0.008782544051535657,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,64,0,2047.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s2k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015039999969303608,0.026528000831604004,0.018396800104528665,0.01601599995046854,0.004279788048986283,0.0,0.0,0.0,0.0,0.0,0.05331199988722801,0.07977599650621414,0.06076480001211167,0.06076480001211167,0.008761579122069606,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,8,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015359999611973763,0.02643200010061264,0.01726400004699826,0.015855999663472176,0.003210008417242029,0.0,0.0,0.0,0.0,0.0,0.062431998550891876,0.08246400207281113,0.06970879957079888,0.06970879957079888,0.007016341676068233,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,16,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014911999925971031,0.02223999984562397,0.0166015999391675,0.015887999907135963,0.00204913969129354,0.0,0.0,0.0,0.0,0.0,0.10127999633550644,0.1141119971871376,0.10621120035648347,0.10621120035648347,0.004029318311754605,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,32,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015359999611973763,0.03363199904561043,0.019305599946528675,0.016671999357640743,0.0055445582307981234,0.0,0.0,0.0,0.0,0.0,0.1319040060043335,0.15839999914169312,0.14040640145540234,0.14040640145540234,0.007998041073596942,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,64,0,4095.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s4k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014368000440299511,0.04447999969124794,0.018908800091594458,0.0157279996201396,0.0086814937461721,0.0,0.0,0.0,0.0,0.0,0.06428799778223038,0.08982399851083755,0.07349760085344315,0.07349760085344315,0.008605284512197258,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,8,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1]",8,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,8q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.015104000456631184,0.028672000393271446,0.01890560006722808,0.016080000437796116,0.004797584627815021,0.0,0.0,0.0,0.0,0.0,0.11123199760913849,0.14115199446678162,0.11942399889230729,0.11942399889230729,0.008513394706791027,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,16,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",16,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,16q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014271999709308147,0.024927999824285507,0.016915200091898442,0.015216000378131866,0.003374147499442635,0.0,0.0,0.0,0.0,0.0,0.15887999534606934,0.18111999332904816,0.16934399753808976,0.16934399753808976,0.007415181260761123,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,32,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",32,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,32q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
0.0,0.0,0.0,0.0,0.0,0.014336000196635723,0.026944000273942947,0.017737600207328796,0.015199999790638685,0.00415598714375255,0.0,0.0,0.0,0.0,0.0,0.2192319929599762,0.23472000658512115,0.22809920012950893,0.22809920012950893,0.004730841376327335,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,64,0,8191.0,False,FLASH_ATTN,False,vllm020_batch_spec,"[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]",64,1,1,1.0,True,0.0,0.0,0.0,False,0,0,0,BF16,generic,none,CUDA_EVENT,False,,,,,,,,,,,64q1s8k,measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median