Freeze long-context Frontier profile

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2026-07-17 10:30:37 +08:00
parent b6ef6eeae7
commit 10afe4e2e8
7 changed files with 1372 additions and 3 deletions

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0.0,0.0,0.0,0.0,0.0,0.015263999812304974,0.02470399998128414,0.018009600043296815,0.01657600048929453,0.0031544532774534346,0.25251173919752334,0.25566890792461106,0.2536729054481981,0.2536729054481981,0.0010279562245342983,1.0425282722084215,1.0555630628624373,1.0473223013846877,1.0473223013846877,0.004244053880724073,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,33,0,0,True,FLASH_ATTN,False,true_mixed_fused_projected,,2080,,,,,,,,False,,,2048,BF16,generic,none,CUDA_EVENT,True,[2048],[0],"[32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768]",1,32,32,33,32,32768.0,0.030303030303030304,q2k_32q1s32k,fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
0.0,0.0,0.0,0.0,0.0,0.01500799972563982,0.027807999402284622,0.01912960009649396,0.01643200032413006,0.004688164695934997,0.1251379565220268,0.14341821167748953,0.12742497577885914,0.12742497577885914,0.005353812167343766,1.1355340167064276,1.3014137556763312,1.1562870179154463,1.1562870179154463,0.048581869194943325,0.0,0.0,0.0,0.0,0.0,2048,32,4,16,4,40960,65,0,0,True,FLASH_ATTN,False,true_mixed_fused_projected,,1088,,,,,,,,False,,,1024,BF16,generic,none,CUDA_EVENT,True,[1024],[0],"[32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768]",1,64,64,65,64,32768.0,0.015384615384615385,q1k_64q1s32k,fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
1 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
2 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
3 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
4 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
5 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
6 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
7 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
8 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
9 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
10 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
11 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
12 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
13 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
14 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
15 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 0 128.0 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
16 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 0 128.0 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
17 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 0 128.0 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
18 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 0 128.0 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
19 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 0 128.0 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
20 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 1024.0 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
21 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 1024.0 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
22 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 1024.0 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
23 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 1024.0 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
24 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 2048.0 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
25 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 2048.0 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
26 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 2048.0 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
27 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 2048.0 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
28 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 4096.0 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
29 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 4096.0 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
30 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 4096.0 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
31 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 4096.0 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
32 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 8192.0 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
33 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 8192.0 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
34 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 8192.0 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
35 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 8192.0 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
36 0.0 0.0 0.0 0.0 0.0 0.01462399959564209 0.02812799997627735 0.020652799773961304 0.021359999664127827 0.004308706957613102 0.028383498565450627 0.039859687970646644 0.032492258074592426 0.032492258074592426 0.00453597266208597 0.029312501176103633 0.04116431058787463 0.03355574193327539 0.03355574193327539 0.004684436757701648 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 72 False 64 BF16 generic none CUDA_EVENT True [64] [0] [512, 512, 512, 512, 512, 512, 512, 512] 1 8 8 9 8 512.0 0.1111111111111111 q64_8q1s512 fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
37 0.0 0.0 0.0 0.0 0.0 0.015552000142633915 0.034143999218940735 0.023171199765056372 0.024255999363958836 0.005908614918096971 0.03333159243114438 0.038935341782478095 0.03580428402241854 0.03580428402241854 0.002082270297044095 0.03633240903369937 0.04244065945634484 0.03902771507087562 0.03902771507087562 0.0022697354261490147 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 136 False 128 BF16 generic none CUDA_EVENT True [128] [0] [1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024] 1 8 8 9 8 1024.0 0.1111111111111111 q128_8q1s1k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
38 0.0 0.0 0.0 0.0 0.0 0.014655999839305878 0.02611199952661991 0.019635199941694735 0.018112000077962875 0.0038298050749257795 0.04189529417991216 0.057484239920526384 0.04744885718421094 0.04744885718421094 0.004779830748455743 0.051672703037266184 0.07089975418195164 0.05852234134479412 0.05852234134479412 0.005895334539786378 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 144 False 128 BF16 generic none CUDA_EVENT True [128] [0] [1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024] 1 16 16 17 16 1024.0 0.058823529411764705 q128_16q1s1k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
39 0.0 0.0 0.0 0.0 0.0 0.014720000326633453 0.029311999678611755 0.018662399891763926 0.01673599984496832 0.0044017112162725355 0.04322973959325901 0.05049827064705393 0.04535414343408448 0.04535414343408448 0.0022944156000240697 0.08733025617719538 0.10201372836398578 0.09162185574241775 0.09162185574241775 0.004635047631846023 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 272 False 256 BF16 generic none CUDA_EVENT True [256] [0] [2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048] 1 16 16 17 16 2048.0 0.058823529411764705 q256_16q1s2k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
40 0.0 0.0 0.0 0.0 0.0 0.014592000283300877 0.026367999613285065 0.016336000058799982 0.01515199989080429 0.003415353455946402 0.06031842775160765 0.06618323188375198 0.06274415549817247 0.06274415549817247 0.001985647289644255 0.14768157653992678 0.16204076249052324 0.15362064543185072 0.15362064543185072 0.004861590945216247 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 288 False 256 BF16 generic none CUDA_EVENT True [256] [0] [2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048] 1 32 32 33 32 2048.0 0.030303030303030304 q256_32q1s2k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
41 0.0 0.0 0.0 0.0 0.0 0.014751999638974667 0.02454400062561035 0.017167999967932702 0.016191999427974224 0.0028685016454498436 0.09128700688359712 0.09689150775996329 0.09360396051475776 0.09360396051475776 0.0013477542744916764 0.2740889887523892 0.2909164873209846 0.2810456356995366 0.2810456356995366 0.004046628526808561 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 544 False 512 BF16 generic none CUDA_EVENT True [512] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 32 32 33 32 4096.0 0.030303030303030304 q512_32q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
42 0.0 0.0 0.0 0.0 0.0 0.01881599985063076 0.03097599931061268 0.024598400108516216 0.024848000146448612 0.0037539437391565975 0.1035249255866932 0.10603132147437412 0.10399797220840973 0.10399797220840973 0.0007025109429056814 0.5652750707893444 0.5789606938874117 0.5678580377517648 0.5678580377517648 0.003835906384194897 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 576 False 512 BF16 generic none CUDA_EVENT True [512] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 64 64 65 64 4096.0 0.015384615384615385 q512_64q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
43 0.0 0.0 0.0 0.0 0.0 0.018624000251293182 0.043487999588251114 0.024460799992084503 0.019600000232458115 0.008922081629781394 0.196169204945307 0.2076140047945799 0.2008444429250931 0.2008444429250931 0.00394350953292805 1.1196708009293268 1.1849940417370974 1.1463555573610091 1.1463555573610091 0.022508285530529783 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 1088 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192] 1 64 64 65 64 8192.0 0.015384615384615385 q1k_64q1s8k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
44 0.0 0.0 0.0 0.0 0.0 0.027135999873280525 0.03667199984192848 0.02945920005440712 0.028256000019609928 0.0029446678408169553 0.37757279619664613 0.3898113624476372 0.38075520430942184 0.38075520430942184 0.0036600203831042254 0.2522831942132049 0.2604606493092597 0.25440958703617433 0.25440958703617433 0.0024455194930253126 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 32 32 33 32 4096.0 0.030303030303030304 q2k_32q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
45 0.0 0.0 0.0 0.0 0.0 0.0435199998319149 0.049695998430252075 0.04502719938755036 0.04395199939608574 0.002035785660169308 1.1048984388245497 1.1189053886476108 1.1112371236754128 1.1112371236754128 0.0050220696724624985 0.1395495077239122 0.14131859607071193 0.14035008841031085 0.14035008841031085 0.0006342911944856293 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 4112 False 4096 BF16 generic none CUDA_EVENT True [4096] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 16 16 17 16 4096.0 0.058823529411764705 q4k_16q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
46 0.0 0.0 0.0 0.0 0.0 0.018783999606966972 0.024288000538945198 0.020627199858427047 0.019567999988794327 0.0019457052717059358 0.09455999732017517 0.12185599654912949 0.10207359939813614 0.10207359939813614 0.00753346544014261 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 2 1024 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512] 1024 512 512 512.0 True 0.0 0.0 0.0 False 0.0 1024.0 1024 BF16 generic none CUDA_EVENT False 2q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
47 0.0 0.0 0.0 0.0 0.0 0.027295999228954315 0.034752000123262405 0.02943360023200512 0.028528000228106976 0.0023159160681123767 0.14416000247001648 0.15904000401496887 0.14979200065135959 0.14979200065135959 0.00480624675866005 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 4 2048 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512] 2048 512 512 512.0 True 0.0 0.0 0.0 False 0.0 2048.0 2048 BF16 generic none CUDA_EVENT False 4q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
48 0.0 0.0 0.0 0.0 0.0 0.043455999344587326 0.05084799975156784 0.045500800386071204 0.04411200061440468 0.002490556062831049 0.24454399943351746 0.25865599513053894 0.2504959970712662 0.2504959970712662 0.003778494140301353 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 8 4096 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512, 512, 512, 512, 512] 4096 512 512 512.0 True 0.0 0.0 0.0 False 0.0 4096.0 4096 BF16 generic none CUDA_EVENT False 8q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
49 0.0 0.0 0.0 0.0 0.0 0.07673600316047668 0.08374399691820145 0.07970559895038605 0.07873599976301193 0.0022907976135004057 0.445248007774353 0.4758400022983551 0.45409599840641024 0.45409599840641024 0.009133230340383306 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 16 8192 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512] 8192 512 512 512.0 True 0.0 0.0 0.0 False 0.0 8192.0 8192 BF16 generic none CUDA_EVENT False 16q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
50 0.0 0.0 0.0 0.0 0.0 0.043296001851558685 0.051072001457214355 0.044972800090909 0.04399999976158142 0.002451216824441962 0.6147199869155884 0.6290879845619202 0.6204927921295166 0.6204927921295166 0.004344846739788608 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 2 4096 0.0 True FLASH_ATTN False vllm020_batch_spec [2048, 2048] 4096 2048 2048 2048.0 True 0.0 0.0 0.0 False 0.0 4096.0 4096 BF16 generic none CUDA_EVENT False 2q2k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
51 0.0 0.0 0.0 0.0 0.0 0.07737600058317184 0.09123200178146362 0.08094720020890236 0.07980800047516823 0.004065264798368611 1.1744320392608643 1.1887680292129517 1.178323209285736 1.178323209285736 0.004395876469319665 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 4 8192 0.0 True FLASH_ATTN False vllm020_batch_spec [2048, 2048, 2048, 2048] 8192 2048 2048 2048.0 True 0.0 0.0 0.0 False 0.0 8192.0 8192 BF16 generic none CUDA_EVENT False 4q2k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
52 0.0 0.0 0.0 0.0 0.0 0.014688000082969666 0.03254399821162224 0.01810879958793521 0.01611199975013733 0.005058478889747962 0.0 0.0 0.0 0.0 0.0 0.06339199841022491 0.0841279998421669 0.07019519805908202 0.07019519805908202 0.006070126182471763 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 1 0 16384.0 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 q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
53 0.0 0.0 0.0 0.0 0.0 0.01484800036996603 0.030271999537944794 0.018124799989163876 0.015711999498307705 0.004696400814632773 0.0 0.0 0.0 0.0 0.0 0.2739199995994568 0.2922239899635315 0.28281279802322384 0.28281279802322384 0.00633037978599564 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 8 0 16384.0 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 8q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
54 0.0 0.0 0.0 0.0 0.0 0.014495999552309513 0.022431999444961548 0.016844799742102623 0.015471999999135733 0.0027624803153841917 0.0 0.0 0.0 0.0 0.0 0.3909119963645935 0.4160960018634796 0.39996159672737125 0.39996159672737125 0.007037174636804898 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 16 0 16384.0 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 16q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
55 0.0 0.0 0.0 0.0 0.0 0.014240000396966934 0.035071998834609985 0.018764800019562246 0.015583999920636415 0.006305594700523817 0.0 0.0 0.0 0.0 0.0 0.7383679747581482 0.7597119808197021 0.7430047929286957 0.7430047929286957 0.006192645960911466 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 32 0 16384.0 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 32q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
56 0.0 0.0 0.0 0.0 0.0 0.014399999752640724 0.028991999104619026 0.019401599932461978 0.01665600063279271 0.005434953793780546 0.0 0.0 0.0 0.0 0.0 1.427008032798767 1.4517120122909546 1.4361984014511109 1.4361984014511109 0.008802755821028187 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 64 0 16384.0 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 64q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
57 0.0 0.0 0.0 0.0 0.0 0.014271999709308147 0.02844800055027008 0.01820160010829568 0.014944000169634819 0.004942002036909087 0.0 0.0 0.0 0.0 0.0 0.08361600339412689 0.11027199774980545 0.09058240056037903 0.09058240056037903 0.00872938604423622 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 1 0 32768.0 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 q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
58 0.0 0.0 0.0 0.0 0.0 0.014112000353634357 0.023104000836610794 0.01648960020393133 0.015632000286132097 0.0027628828340349578 0.0 0.0 0.0 0.0 0.0 0.5063040256500244 0.5497599840164185 0.5168287932872773 0.5168287932872773 0.013557229606313293 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 8 0 32768.0 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 8q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
59 0.0 0.0 0.0 0.0 0.0 0.01616000011563301 0.029055999591946602 0.018780799955129622 0.017215999774634838 0.003794434947431941 0.0 0.0 0.0 0.0 0.0 0.7439360022544861 0.7719680070877075 0.7502080142498017 0.7502080142498017 0.00839205598262567 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 16 0 32768.0 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 16q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
60 0.0 0.0 0.0 0.0 0.0 0.015968000516295433 0.03046399913728237 0.018822400271892546 0.01726400014013052 0.004212536831927695 0.0 0.0 0.0 0.0 0.0 1.4256000518798828 1.449504017829895 1.4325888037681578 1.4325888037681578 0.0065448028108711165 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 32 0 32768.0 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 32q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
61 0.0 0.0 0.0 0.0 0.0 0.014271999709308147 0.027712000533938408 0.01633920017629862 0.014944000169634819 0.0038488220071983326 0.0 0.0 0.0 0.0 0.0 2.798719882965088 3.0184640884399414 2.8293471813201903 2.8293471813201903 0.06375662767704417 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 64 0 32768.0 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 64q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
62 0.0 0.0 0.0 0.0 0.0 0.014720000326633453 0.021407999098300934 0.01637439979240298 0.014992000069469213 0.0024463594774459265 0.0 0.0 0.0 0.0 0.0 0.09347199648618698 0.10473600029945374 0.09820479974150656 0.09820479974150656 0.004061668684999473 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 1 0 40960.0 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 q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
63 0.0 0.0 0.0 0.0 0.0 0.014303999952971935 0.04790399968624115 0.020179199893027543 0.016447999514639378 0.009635010283506967 0.0 0.0 0.0 0.0 0.0 0.6221439838409424 0.6444799900054932 0.6277984082698822 0.6277984082698822 0.007234140179397069 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 8 0 40960.0 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 8q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
64 0.0 0.0 0.0 0.0 0.0 0.014271999709308147 0.03276799991726875 0.01921279989182949 0.015232000034302473 0.0065506148511265076 0.0 0.0 0.0 0.0 0.0 0.9111359715461731 0.9307839870452881 0.9151648044586183 0.9151648044586183 0.005528712062927265 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 16 0 40960.0 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 16q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
65 0.0 0.0 0.0 0.0 0.0 0.014175999909639359 0.02707199938595295 0.016512000095099212 0.014688000082969666 0.0038989080209321414 0.0 0.0 0.0 0.0 0.0 1.7645119428634644 1.7849279642105103 1.7684095859527589 1.7684095859527589 0.005876963340184193 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 32 0 40960.0 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 32q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
66 0.0 0.0 0.0 0.0 0.0 0.014240000396966934 0.029184000566601753 0.016825600154697896 0.014752000104635954 0.00457910514148248 0.0 0.0 0.0 0.0 0.0 3.4781761169433594 3.5388801097869873 3.490892815589905 3.490892815589905 0.01818910600692522 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 64 0 40960.0 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 64q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
67 0.0 0.0 0.0 0.0 0.0 0.014976000413298607 0.03139200061559677 0.01898880014196038 0.016848000697791576 0.005083715524393418 0.13752702814163098 0.14117629917511842 0.13848196486571557 0.13848196486571557 0.0009880564964713527 0.523336967410432 0.5372236808930884 0.5269708253945994 0.5269708253945994 0.00375988994658546 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 520 False 512 BF16 generic none CUDA_EVENT True [512] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 8 8 9 8 16384.0 0.1111111111111111 q512_8q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
68 0.0 0.0 0.0 0.0 0.0 0.01833599992096424 0.02707199938595295 0.020995199866592883 0.01976000051945448 0.0028392656352050185 0.17817885890237703 0.18622915300900206 0.18109068484526028 0.18109068484526028 0.0027040006080457624 0.5449571488834201 0.5695788427872015 0.5538629212834322 0.5538629212834322 0.008270141985514729 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 1040 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 16 16 17 16 16384.0 0.058823529411764705 q1k_16q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
69 0.0 0.0 0.0 0.0 0.0 0.02703999914228916 0.03308799862861633 0.028883199393749236 0.02759999968111515 0.002285758578932753 0.4688266550410815 0.48301665772804186 0.4727750380198454 0.4727750380198454 0.004396396389258256 1.0430453981052807 1.0746153117238624 1.051829759343436 1.051829759343436 0.009781101336187197 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 32 32 33 32 16384.0 0.030303030303030304 q2k_32q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
70 0.0 0.0 0.0 0.0 0.0 0.04368000105023384 0.059328000992536545 0.04809600040316582 0.04617599956691265 0.005158792915002645 1.3509461459747514 1.3759066409666496 1.3589365122072 1.3589365122072 0.008008877716183384 0.9213738861449998 0.9383974724214122 0.9268234851606594 0.9268234851606594 0.005462224239661061 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 4112 False 4096 BF16 generic none CUDA_EVENT True [4096] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 16 16 17 16 32768.0 0.058823529411764705 q4k_16q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
71 0.0 0.0 0.0 0.0 0.0 0.026944000273942947 0.040511999279260635 0.030291200056672095 0.02817599941045046 0.004386386489305873 0.5071830964059985 0.5142792136001758 0.5096392092471257 0.5096392092471257 0.0022059272685869546 2.175632932188972 2.2060727208328075 2.186168772243963 2.186168772243963 0.009462633998570079 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 32 32 33 32 32768.0 0.030303030303030304 q2k_32q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
72 0.0 0.0 0.0 0.0 0.0 0.018303999677300453 0.03017600066959858 0.02039040010422468 0.018943999893963337 0.0034612051983613614 0.21341429693945616 0.21552776300295579 0.21393496609766816 0.21393496609766816 0.0005736773262009222 4.617401495144284 4.663128147488988 4.628666619290515 4.628666619290515 0.012412001359412127 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 1 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 1088 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 64 64 65 64 32768.0 0.015384615384615385 q1k_64q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
73 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
74 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
75 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
76 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
77 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
78 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
79 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
80 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
81 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
82 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
83 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
84 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
85 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
86 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 0 128.0 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
87 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 0 128.0 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
88 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 0 128.0 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
89 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 0 128.0 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
90 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 0 128.0 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
91 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 1024.0 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
92 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 1024.0 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
93 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 1024.0 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
94 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 1024.0 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
95 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 2048.0 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
96 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 2048.0 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
97 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 2048.0 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
98 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 2048.0 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
99 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 4096.0 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
100 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 4096.0 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
101 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 4096.0 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
102 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 4096.0 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
103 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 8192.0 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
104 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 8192.0 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
105 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 8192.0 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
106 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 8192.0 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
107 0.0 0.0 0.0 0.0 0.0 0.014175999909639359 0.03379200026392937 0.020595200080424547 0.019600000232458115 0.006548754248881344 0.026192623739694512 0.040006882507168426 0.029155180178492036 0.029155180178492036 0.00408828748438241 0.024591375524545756 0.037561119537986146 0.027372820355088746 0.027372820355088746 0.0038383559348575944 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 72 False 64 BF16 generic none CUDA_EVENT True [64] [0] [512, 512, 512, 512, 512, 512, 512, 512] 1 8 8 9 8 512.0 0.1111111111111111 q64_8q1s512 fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
108 0.0 0.0 0.0 0.0 0.0 0.013856000266969204 0.020896000787615776 0.015318400040268899 0.014431999996304512 0.0019640312960926966 0.029349018208693862 0.06236262941356679 0.03714313592014963 0.03714313592014963 0.009618313791872569 0.028826981462526914 0.06125337308649041 0.036482463672774496 0.036482463672774496 0.009447230957011863 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 136 False 128 BF16 generic none CUDA_EVENT True [128] [0] [1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024] 1 8 8 9 8 1024.0 0.1111111111111111 q128_8q1s1k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
109 0.0 0.0 0.0 0.0 0.0 0.013856000266969204 0.032127998769283295 0.017286399938166143 0.014479999896138906 0.005536495446636193 0.03273085874558354 0.04394578491937082 0.03563837490653034 0.03563837490653034 0.003429601730256567 0.03488514202593899 0.04683821345079978 0.037984025407085474 0.037984025407085474 0.0036553316361902684 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 144 False 128 BF16 generic none CUDA_EVENT True [128] [0] [1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024] 1 16 16 17 16 1024.0 0.058823529411764705 q128_16q1s1k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
110 0.0 0.0 0.0 0.0 0.0 0.013856000266969204 0.021503999829292297 0.015078400075435639 0.01425600005313754 0.002238435975478849 0.042100813549974185 0.051784144690147756 0.045378692890289625 0.045378692890289625 0.003184109940650555 0.05111518843748309 0.06287185663927425 0.05509490773570219 0.05509490773570219 0.0038658725544299132 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 272 False 256 BF16 generic none CUDA_EVENT True [256] [0] [2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048] 1 16 16 17 16 2048.0 0.058823529411764705 q256_16q1s2k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
111 0.0 0.0 0.0 0.0 0.0 0.014399999752640724 0.02687999978661537 0.017667199857532977 0.01566399959847331 0.003864811846387173 0.048475323773821306 0.05599956978723733 0.05123499252968345 0.05123499252968345 0.002427379820423941 0.08429268135885387 0.09737642835214408 0.0890914090616175 0.0890914090616175 0.0042209177332077005 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 288 False 256 BF16 generic none CUDA_EVENT True [256] [0] [2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048] 1 32 32 33 32 2048.0 0.030303030303030304 q256_32q1s2k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
112 0.0 0.0 0.0 0.0 0.0 0.01462399959564209 0.03359999880194664 0.019804799742996693 0.016032000072300434 0.006750519908145474 0.07121508474579985 0.07292308367136396 0.07194410845270183 0.07194410845270183 0.0005500065915943844 0.14760091249712767 0.15114092373010238 0.14911189243564577 0.14911189243564577 0.0011399477384397005 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 544 False 512 BF16 generic none CUDA_EVENT True [512] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 32 32 33 32 4096.0 0.030303030303030304 q512_32q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
113 0.0 0.0 0.0 0.0 0.0 0.014399999752640724 0.021856000646948814 0.016835200227797033 0.015263999812304974 0.00283854448975065 0.08146338272142935 0.08560865714384096 0.0834932625520734 0.0834932625520734 0.0012259635905347874 0.2782486219401307 0.29240733788179385 0.2851819365989658 0.2851819365989658 0.004187435731481665 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 576 False 512 BF16 generic none CUDA_EVENT True [512] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 64 64 65 64 4096.0 0.015384615384615385 q512_64q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
114 0.0 0.0 0.0 0.0 0.0 0.014399999752640724 0.04495999962091446 0.02143679987639189 0.015856000129133463 0.009709987872683342 0.1194459208702178 0.12302524755181463 0.12053885718696096 0.12053885718696096 0.001005118119341339 0.5597220650459199 0.5764947443228802 0.5648435507167102 0.5648435507167102 0.004709970715400788 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 1088 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192] 1 64 64 65 64 8192.0 0.015384615384615385 q1k_64q1s8k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
115 0.0 0.0 0.0 0.0 0.0 0.018112000077962875 0.026496000587940216 0.019318400137126445 0.018432000651955605 0.0024249605112359905 0.19770253574610402 0.222811797868348 0.2054811520619412 0.2054811520619412 0.008000944254868043 0.13941746080159492 0.157124211777114 0.14490284788179197 0.14490284788179197 0.005642170080515992 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 32 32 33 32 4096.0 0.030303030303030304 q2k_32q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
116 0.0 0.0 0.0 0.0 0.0 0.02595200017094612 0.03155200183391571 0.02727359998971224 0.026575999334454536 0.0016260948764843166 0.6014684881116659 0.6095472988212 0.6046757700946376 0.6046757700946376 0.0023537435563177303 0.11325152264578045 0.11477269562841545 0.11385542721485654 0.11385542721485654 0.0004431903698023628 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 4112 False 4096 BF16 generic none CUDA_EVENT True [4096] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 16 16 17 16 4096.0 0.058823529411764705 q4k_16q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
117 0.0 0.0 0.0 0.0 0.0 0.014303999952971935 0.03359999880194664 0.01814719969406724 0.015375999733805656 0.005678506740662529 0.06774400174617767 0.07891199737787247 0.07312640026211739 0.07312640026211739 0.003826583051422731 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 2 1024 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512] 1024 512 512 512.0 True 0.0 0.0 0.0 False 0.0 1024.0 1024 BF16 generic none CUDA_EVENT False 2q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
118 0.0 0.0 0.0 0.0 0.0 0.01788800023496151 0.028543999418616295 0.021340799890458582 0.019504000432789326 0.003718627037219618 0.09548799693584442 0.1327359974384308 0.10823359936475753 0.10823359936475753 0.013230635292043864 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 4 2048 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512] 2048 512 512 512.0 True 0.0 0.0 0.0 False 0.0 2048.0 2048 BF16 generic none CUDA_EVENT False 4q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
119 0.0 0.0 0.0 0.0 0.0 0.02627200074493885 0.030368000268936157 0.027184000052511693 0.02643200010061264 0.0013545679205210022 0.14364799857139587 0.1597760021686554 0.15008639842271806 0.15008639842271806 0.005367723415171222 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 8 4096 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512, 512, 512, 512, 512] 4096 512 512 512.0 True 0.0 0.0 0.0 False 0.0 4096.0 4096 BF16 generic none CUDA_EVENT False 8q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
120 0.0 0.0 0.0 0.0 0.0 0.04150399938225746 0.04726399853825569 0.042950399965047834 0.04224000126123428 0.001720147501765378 0.2433920055627823 0.28963199257850647 0.2549152016639709 0.2549152016639709 0.013450991019687407 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 16 8192 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512] 8192 512 512 512.0 True 0.0 0.0 0.0 False 0.0 8192.0 8192 BF16 generic none CUDA_EVENT False 16q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
121 0.0 0.0 0.0 0.0 0.0 0.025887999683618546 0.03407999873161316 0.028303999826312064 0.026367999613285065 0.0028877495368841042 0.325439989566803 0.3441599905490875 0.33442879617214205 0.33442879617214205 0.005693597811441922 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 2 4096 0.0 True FLASH_ATTN False vllm020_batch_spec [2048, 2048] 4096 2048 2048 2048.0 True 0.0 0.0 0.0 False 0.0 4096.0 4096 BF16 generic none CUDA_EVENT False 2q2k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
122 0.0 0.0 0.0 0.0 0.0 0.04137599840760231 0.05084799975156784 0.044828799366950986 0.043087998405098915 0.003560363865797613 0.6110399961471558 0.6421759724617004 0.6204223990440368 0.6204223990440368 0.011214490370794758 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 4 8192 0.0 True FLASH_ATTN False vllm020_batch_spec [2048, 2048, 2048, 2048] 8192 2048 2048 2048.0 True 0.0 0.0 0.0 False 0.0 8192.0 8192 BF16 generic none CUDA_EVENT False 4q2k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
123 0.0 0.0 0.0 0.0 0.0 0.014816000126302242 0.02364799939095974 0.016668799985200166 0.01592000015079975 0.0025515238179941247 0.0 0.0 0.0 0.0 0.0 0.0544000007212162 0.09014400094747543 0.06511679962277411 0.06511679962277411 0.013005726711295521 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 1 0 16384.0 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 q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
124 0.0 0.0 0.0 0.0 0.0 0.014527999795973301 0.0208320003002882 0.016604799963533878 0.01566399959847331 0.0021353594266203244 0.0 0.0 0.0 0.0 0.0 0.17871999740600586 0.1961279958486557 0.18568639904260634 0.18568639904260634 0.004566142885274747 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 8 0 16384.0 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 8q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
125 0.0 0.0 0.0 0.0 0.0 0.014431999996304512 0.02006400004029274 0.015619200002402068 0.01508800033479929 0.001572984783715635 0.0 0.0 0.0 0.0 0.0 0.2730880081653595 0.29721599817276 0.2815328001976013 0.2815328001976013 0.007016534727616923 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 16 0 16384.0 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 16q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
126 0.0 0.0 0.0 0.0 0.0 0.014879999682307243 0.02755199931561947 0.018678399827331306 0.015919999685138464 0.004323555372382858 0.0 0.0 0.0 0.0 0.0 0.3893119990825653 0.44041600823402405 0.40225600004196166 0.40225600004196166 0.013442998165884852 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 32 0 16384.0 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 32q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
127 0.0 0.0 0.0 0.0 0.0 0.014303999952971935 0.02659199945628643 0.016748800035566093 0.015343999955803156 0.0036412341868394082 0.0 0.0 0.0 0.0 0.0 0.7404800057411194 0.9689919948577881 0.8451807916164398 0.8451807916164398 0.08637455920036795 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 64 0 16384.0 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 64q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
128 0.0 0.0 0.0 0.0 0.0 0.014751999638974667 0.02160000056028366 0.016752000153064727 0.01521599991247058 0.0025167650350367246 0.0 0.0 0.0 0.0 0.0 0.06412799656391144 0.08956799656152725 0.07242240011692047 0.07242240011692047 0.009797120588901621 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 1 0 32768.0 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 q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
129 0.0 0.0 0.0 0.0 0.0 0.014495999552309513 0.022911999374628067 0.016137600038200618 0.015343999955803156 0.002330911555470513 0.0 0.0 0.0 0.0 0.0 0.3128319978713989 0.3282879889011383 0.3203647971153259 0.3203647971153259 0.004598568238907996 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 8 0 32768.0 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 8q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
130 0.0 0.0 0.0 0.0 0.0 0.014655999839305878 0.03574400022625923 0.01919359974563122 0.01583999954164028 0.006642521913489215 0.0 0.0 0.0 0.0 0.0 0.5050879716873169 0.5311999917030334 0.511932796239853 0.511932796239853 0.007150929647317677 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 16 0 32768.0 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 16q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
131 0.0 0.0 0.0 0.0 0.0 0.014655999839305878 0.02595200017094612 0.016992000117897987 0.015456000342965126 0.003390731937723684 0.0 0.0 0.0 0.0 0.0 0.7385600209236145 0.7681919932365417 0.7483008027076722 0.7483008027076722 0.010214373356208012 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 32 0 32768.0 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 32q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
132 0.0 0.0 0.0 0.0 0.0 0.014527999795973301 0.038975998759269714 0.01952639976516366 0.015327999833971262 0.007695927285621061 0.0 0.0 0.0 0.0 0.0 1.4228800535202026 1.5237760543823242 1.4435008168220522 1.4435008168220522 0.0342955291725742 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 64 0 32768.0 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 64q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
133 0.0 0.0 0.0 0.0 0.0 0.014495999552309513 0.03907199949026108 0.01793599994853139 0.015248000156134367 0.007167103363234667 0.0 0.0 0.0 0.0 0.0 0.06947200000286102 0.08857599645853043 0.07469440028071403 0.07469440028071403 0.00583249952929747 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 1 0 40960.0 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 q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
134 0.0 0.0 0.0 0.0 0.0 0.014495999552309513 0.02175999991595745 0.016710399929434062 0.015327999833971262 0.002705383977079183 0.0 0.0 0.0 0.0 0.0 0.388480007648468 0.4073280096054077 0.3966591984033584 0.3966591984033584 0.004487315516095964 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 8 0 40960.0 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 8q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
135 0.0 0.0 0.0 0.0 0.0 0.0144640002399683 0.022048000246286392 0.017011200170964004 0.015392000321298838 0.002776899649845722 0.0 0.0 0.0 0.0 0.0 0.622048020362854 0.6347839832305908 0.6262047946453094 0.6262047946453094 0.004593360122958751 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 16 0 40960.0 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 16q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
136 0.0 0.0 0.0 0.0 0.0 0.014592000283300877 0.02937600016593933 0.01847040019929409 0.015344000421464443 0.005043809142122341 0.0 0.0 0.0 0.0 0.0 0.9105280041694641 0.9304640293121338 0.914108806848526 0.914108806848526 0.00563919268816644 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 32 0 40960.0 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 32q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
137 0.0 0.0 0.0 0.0 0.0 0.01462399959564209 0.039903998374938965 0.01791359977796674 0.015440000221133232 0.007367547649297217 0.0 0.0 0.0 0.0 0.0 1.764799952507019 1.7965760231018066 1.770739197731018 1.770739197731018 0.009082122770320404 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 64 0 40960.0 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 64q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
138 0.0 0.0 0.0 0.0 0.0 0.015168000012636185 0.03187200054526329 0.018553599901497363 0.016127999871969223 0.0050628774268006264 0.16963527081512533 0.1737871320906266 0.17088926838108623 0.17088926838108623 0.0011703114258121128 0.47362872483230506 0.48522089403242025 0.47712993814280913 0.47712993814280913 0.0032675581298664976 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 520 False 512 BF16 generic none CUDA_EVENT True [512] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 8 8 9 8 16384.0 0.1111111111111111 q512_8q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
139 0.0 0.0 0.0 0.0 0.0 0.014879999682307243 0.03868800029158592 0.01921919994056225 0.016959999687969685 0.006691309533030663 0.1589600576212269 0.16117782913137854 0.15969057520605917 0.15969057520605917 0.0006212984448748182 0.5199519263456005 0.5272061673552852 0.5223414198520004 0.5223414198520004 0.002032242112153396 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 1040 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 16 16 17 16 16384.0 0.058823529411764705 q1k_16q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
140 0.0 0.0 0.0 0.0 0.0 0.018400000408291817 0.024320000782608986 0.019910399988293647 0.0191040001809597 0.001841532763984352 0.25650752966102763 0.27066608538463055 0.259736894547936 0.259736894547936 0.00462927315947332 0.5278764825612624 0.5570139063374764 0.5345223138928448 0.5345223138928448 0.009526755161797178 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 32 32 33 32 16384.0 0.030303030303030304 q2k_32q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
141 0.0 0.0 0.0 0.0 0.0 0.026048000901937485 0.03728000074625015 0.028636799938976765 0.02705600019544363 0.003313953649011259 0.9270006318443208 0.9712965120641314 0.93480767601568 0.93480767601568 0.012612551450284608 0.8181833128578277 0.8572794566782395 0.8250739157811953 0.8250739157811953 0.01113200873299586 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 4112 False 4096 BF16 generic none CUDA_EVENT True [4096] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 16 16 17 16 32768.0 0.058823529411764705 q4k_16q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
142 0.0 0.0 0.0 0.0 0.0 0.018079999834299088 0.037696000188589096 0.022092800214886667 0.019024000503122807 0.005986278786633071 0.2839857165542317 0.2876110048757805 0.2849506939696605 0.2849506939696605 0.0009995178425916847 1.0871823008331585 1.101060989333509 1.0908765231323903 1.0908765231323903 0.0038264533900426207 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 32 32 33 32 32768.0 0.030303030303030304 q2k_32q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
143 0.0 0.0 0.0 0.0 0.0 0.015072000212967396 0.025567999109625816 0.01726400014013052 0.015728000551462173 0.0031324465940990903 0.137270464802061 0.13799613818579368 0.13751499486424038 0.13751499486424038 0.00025221761530472904 2.3021855212208884 2.314355908780759 2.3062865750744197 2.3062865750744197 0.004229983070201486 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 2 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 1088 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 64 64 65 64 32768.0 0.015384615384615385 q1k_64q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
144 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
145 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
146 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
147 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
148 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
149 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
150 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
151 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
152 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
153 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
154 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
155 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
156 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
157 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 0 128.0 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
158 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 0 128.0 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
159 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 0 128.0 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
160 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 0 128.0 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
161 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 0 128.0 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
162 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 1024.0 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
163 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 1024.0 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
164 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 1024.0 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
165 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 1024.0 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
166 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 2048.0 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
167 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 2048.0 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
168 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 2048.0 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
169 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 2048.0 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
170 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 4096.0 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
171 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 4096.0 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
172 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 4096.0 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
173 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 4096.0 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
174 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 8192.0 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
175 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 8192.0 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
176 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 8192.0 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
177 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 8192.0 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
178 0.0 0.0 0.0 0.0 0.0 0.014688000082969666 0.05052800104022026 0.020320000313222408 0.015520000364631414 0.010604522177924678 0.024270629882498958 0.03340247625954076 0.028446344104128624 0.028446344104128624 0.0032330369099793834 0.023697370291069768 0.03261352722995356 0.027774456325453972 0.027774456325453972 0.0031566742680923386 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 72 False 64 BF16 generic none CUDA_EVENT True [64] [0] [512, 512, 512, 512, 512, 512, 512, 512] 1 8 8 9 8 512.0 0.1111111111111111 q64_8q1s512 fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
179 0.0 0.0 0.0 0.0 0.0 0.015359999611973763 0.033663999289274216 0.019987199828028678 0.018240000121295452 0.005522929139253732 0.0259194055660947 0.03719755183990719 0.029916029687899703 0.029916029687899703 0.003966666590554318 0.027104595853449518 0.03889844644729374 0.03128396954022015 0.03128396954022015 0.004148046317967881 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 136 False 128 BF16 generic none CUDA_EVENT True [128] [0] [1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024] 1 8 8 9 8 1024.0 0.1111111111111111 q128_8q1s1k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
180 0.0 0.0 0.0 0.0 0.0 0.014592000283300877 0.03299200162291527 0.019840000104159115 0.016207999549806118 0.006546343008726814 0.02587869595769926 0.03763167265431482 0.030174939058162802 0.030174939058162802 0.0037303581782277364 0.026473304070195713 0.03849632587654989 0.03086826083864964 0.03086826083864964 0.003816069654529222 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 144 False 128 BF16 generic none CUDA_EVENT True [128] [0] [1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024, 1024] 1 16 16 17 16 1024.0 0.058823529411764705 q128_16q1s1k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
181 0.0 0.0 0.0 0.0 0.0 0.013824000023305416 0.021023999899625778 0.016304000187665223 0.015584000386297703 0.0023236165806545476 0.031810621525966996 0.04156949936878106 0.0346749350032807 0.0346749350032807 0.003130209181143985 0.035677378270900374 0.04662250161636451 0.038889864871740294 0.038889864871740294 0.0035107033960828727 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 272 False 256 BF16 generic none CUDA_EVENT True [256] [0] [2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048] 1 16 16 17 16 2048.0 0.058823529411764705 q256_16q1s2k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
182 0.0 0.0 0.0 0.0 0.0 0.014527999795973301 0.02175999991595745 0.01569600012153387 0.015008000191301107 0.0020882666168036863 0.038211712107062853 0.07212229256520057 0.04364509673334097 0.04364509673334097 0.009671953074025085 0.0476442859917874 0.08992570455184198 0.05441890342616107 0.05441890342616107 0.01205947791784038 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 288 False 256 BF16 generic none CUDA_EVENT True [256] [0] [2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048, 2048] 1 32 32 33 32 2048.0 0.030303030303030304 q256_32q1s2k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
183 0.0 0.0 0.0 0.0 0.0 0.014368000440299511 0.033824000507593155 0.017628800217062236 0.014864000026136637 0.005791495403857738 0.05214261250030033 0.06266261508706669 0.05677791295527661 0.05677791295527661 0.0030298223079651514 0.08648138506878382 0.10392938682791132 0.09416928531647478 0.09416928531647478 0.005025126612204489 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 544 False 512 BF16 generic none CUDA_EVENT True [512] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 32 32 33 32 4096.0 0.030303030303030304 q512_32q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
184 0.0 0.0 0.0 0.0 0.0 0.014527999795973301 0.031199999153614044 0.017900799959897996 0.015343999955803156 0.004974475661316249 0.06411958891421111 0.07405276123263956 0.06793047918211377 0.06793047918211377 0.0033918658556700006 0.14058441263169497 0.16236323591492058 0.1489399211274489 0.1489399211274489 0.00743678300375353 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 576 False 512 BF16 generic none CUDA_EVENT True [512] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 64 64 65 64 4096.0 0.015384615384615385 q512_64q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
185 0.0 0.0 0.0 0.0 0.0 0.014720000326633453 0.03855999931693077 0.018495999928563833 0.015647999942302704 0.006918530056761627 0.09872985549401277 0.10683454583043753 0.10185316839884552 0.10185316839884552 0.0020802254037042074 0.2743261390166379 0.2968454508984596 0.2830044295482752 0.2830044295482752 0.005780016596065092 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 1088 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192, 8192] 1 64 64 65 64 8192.0 0.015384615384615385 q1k_64q1s8k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
186 0.0 0.0 0.0 0.0 0.0 0.014911999925971031 0.030400000512599945 0.01977920001372695 0.01726400014013052 0.005350883464206169 0.13918872472233365 0.16279522855335207 0.1501912864839173 0.1501912864839173 0.008992185529011513 0.11892328861766266 0.13909276049083735 0.1283239123428725 0.1283239123428725 0.007682951884956939 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 32 32 33 32 4096.0 0.030303030303030304 q2k_32q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
187 0.0 0.0 0.0 0.0 0.0 0.01727999933063984 0.02223999984562397 0.01819519978016615 0.017680000513792038 0.0014397298270620873 0.3728044181625443 0.38295504353701676 0.3761264483787333 0.3761264483787333 0.0033660272332490977 0.07967557017401883 0.08184495665371805 0.08038555277807365 0.08038555277807365 0.0007193856241088455 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 4112 False 4096 BF16 generic none CUDA_EVENT True [4096] [0] [4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096, 4096] 1 16 16 17 16 4096.0 0.058823529411764705 q4k_16q1s4k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
188 0.0 0.0 0.0 0.0 0.0 0.01500799972563982 0.034591998904943466 0.01941439984366298 0.01756799966096878 0.005541380584373771 0.05951999872922897 0.08268799632787704 0.06715519949793816 0.06715519949793816 0.006657802116288364 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 2 1024 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512] 1024 512 512 512.0 True 0.0 0.0 0.0 False 0.0 1024.0 1024 BF16 generic none CUDA_EVENT False 2q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
189 0.0 0.0 0.0 0.0 0.0 0.015104000456631184 0.03283200040459633 0.019180799927562477 0.016543999314308167 0.0052187911233635975 0.07199999690055847 0.08675199747085571 0.07749439924955369 0.07749439924955369 0.004849874741156772 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 4 2048 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512] 2048 512 512 512.0 True 0.0 0.0 0.0 False 0.0 2048.0 2048 BF16 generic none CUDA_EVENT False 4q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
190 0.0 0.0 0.0 0.0 0.0 0.01724799908697605 0.02284800074994564 0.01928640007972717 0.018400000408291817 0.0020641390157565697 0.09676799923181534 0.12310399860143663 0.10618879944086074 0.10618879944086074 0.008982738207839057 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 8 4096 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512, 512, 512, 512, 512] 4096 512 512 512.0 True 0.0 0.0 0.0 False 0.0 4096.0 4096 BF16 generic none CUDA_EVENT False 8q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
191 0.0 0.0 0.0 0.0 0.0 0.024224000051617622 0.03315199911594391 0.027436799928545953 0.027328000403940678 0.002679154874546328 0.14716799557209015 0.16412800550460815 0.15470399856567385 0.15470399856567385 0.005423454433987419 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 16 8192 0.0 True FLASH_ATTN False vllm020_batch_spec [512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512, 512] 8192 512 512 512.0 True 0.0 0.0 0.0 False 0.0 8192.0 8192 BF16 generic none CUDA_EVENT False 16q512 measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
192 0.0 0.0 0.0 0.0 0.0 0.01833599992096424 0.04806400090456009 0.026252799853682517 0.022672000341117382 0.00878438440429033 0.1844799965620041 0.2072959989309311 0.19359359890222552 0.19359359890222552 0.007663539820967659 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 2 4096 0.0 True FLASH_ATTN False vllm020_batch_spec [2048, 2048] 4096 2048 2048 2048.0 True 0.0 0.0 0.0 False 0.0 4096.0 4096 BF16 generic none CUDA_EVENT False 2q2k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
193 0.0 0.0 0.0 0.0 0.0 0.024480000138282776 0.04979199916124344 0.029081599973142146 0.025679999962449074 0.007227422044689197 0.34147199988365173 0.37968000769615173 0.3583200007677078 0.3583200007677078 0.011804422100726231 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 4 8192 0.0 True FLASH_ATTN False vllm020_batch_spec [2048, 2048, 2048, 2048] 8192 2048 2048 2048.0 True 0.0 0.0 0.0 False 0.0 8192.0 8192 BF16 generic none CUDA_EVENT False 4q2k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
194 0.0 0.0 0.0 0.0 0.0 0.014720000326633453 0.023744000121951103 0.017753600236028434 0.016368000768125057 0.003061040281616705 0.0 0.0 0.0 0.0 0.0 0.05686400085687637 0.1090880036354065 0.06629760004580021 0.06629760004580021 0.014803727026812366 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 1 0 16384.0 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 q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
195 0.0 0.0 0.0 0.0 0.0 0.014879999682307243 0.021088000386953354 0.01647359998896718 0.015840000472962856 0.0017964402433206 0.0 0.0 0.0 0.0 0.0 0.08540800213813782 0.09961599856615067 0.09146559983491898 0.09146559983491898 0.00447423706371901 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 8 0 16384.0 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 8q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
196 0.0 0.0 0.0 0.0 0.0 0.014560000039637089 0.04156799986958504 0.018512000143527985 0.015584000386297703 0.007849701681877904 0.0 0.0 0.0 0.0 0.0 0.17948800325393677 0.194815993309021 0.1866239994764328 0.1866239994764328 0.004156328241374654 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 16 0 16384.0 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 16q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
197 0.0 0.0 0.0 0.0 0.0 0.014879999682307243 0.029632000252604485 0.019449600111693145 0.016736000776290894 0.005126811425136928 0.0 0.0 0.0 0.0 0.0 0.27529600262641907 0.2898879945278168 0.2825664013624191 0.2825664013624191 0.004542801609674093 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 32 0 16384.0 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 32q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
198 0.0 0.0 0.0 0.0 0.0 0.014399999752640724 0.031328000128269196 0.019759999960660933 0.016367999836802483 0.006266303740589241 0.0 0.0 0.0 0.0 0.0 0.39190399646759033 0.4079039990901947 0.3987520009279252 0.3987520009279252 0.0037367727509362725 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 64 0 16384.0 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 64q1s16k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
199 0.0 0.0 0.0 0.0 0.0 0.01539199985563755 0.040031999349594116 0.0212032001465559 0.01649599988013506 0.008068547381446682 0.0 0.0 0.0 0.0 0.0 0.06588800251483917 0.07897599786520004 0.0703904002904892 0.0703904002904892 0.004214826869769361 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 1 0 32768.0 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 q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
200 0.0 0.0 0.0 0.0 0.0 0.014495999552309513 0.022495999932289124 0.016006399970501663 0.01515199989080429 0.002265581884342885 0.0 0.0 0.0 0.0 0.0 0.1231679990887642 0.13526399433612823 0.1288223996758461 0.1288223996758461 0.004328976434897094 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 8 0 32768.0 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 8q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
201 0.0 0.0 0.0 0.0 0.0 0.014592000283300877 0.023231999948620796 0.01705600004643202 0.016048000194132328 0.002810904312746391 0.0 0.0 0.0 0.0 0.0 0.3158079981803894 0.33129599690437317 0.32348800003528594 0.32348800003528594 0.00417599076136664 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 16 0 32768.0 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 16q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
202 0.0 0.0 0.0 0.0 0.0 0.014527999795973301 0.021888000890612602 0.01708160014823079 0.01609600055962801 0.0025289234621475062 0.0 0.0 0.0 0.0 0.0 0.5103679895401001 0.5200319886207581 0.5132320046424866 0.5132320046424866 0.0035759433157749533 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 32 0 32768.0 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 32q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
203 0.0 0.0 0.0 0.0 0.0 0.014688000082969666 0.032416000962257385 0.019353600032627583 0.016176000237464905 0.0061458798960684425 0.0 0.0 0.0 0.0 0.0 0.7400320172309875 0.7516480088233948 0.7449311971664427 0.7449311971664427 0.004573461776168607 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 64 0 32768.0 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 64q1s32k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
204 0.0 0.0 0.0 0.0 0.0 0.0144640002399683 0.02006400004029274 0.01573119992390275 0.014992000069469213 0.001654446341262991 0.0 0.0 0.0 0.0 0.0 0.07097599655389786 0.09932799637317657 0.07828159928321837 0.07828159928321837 0.009464602895232642 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 1 0 40960.0 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 q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
205 0.0 0.0 0.0 0.0 0.0 0.01484800036996603 0.02319999970495701 0.016883199848234654 0.015775999519973993 0.0026693906156048403 0.0 0.0 0.0 0.0 0.0 0.14176000654697418 0.1598079949617386 0.15063679963350293 0.15063679963350293 0.005741662969679433 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 8 0 40960.0 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 8q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
206 0.0 0.0 0.0 0.0 0.0 0.01484800036996603 0.03203200176358223 0.022224000189453363 0.02247999981045723 0.005996176183124981 0.0 0.0 0.0 0.0 0.0 0.39180800318717957 0.41046398878097534 0.4003200054168701 0.4003200054168701 0.005552433764307601 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 16 0 40960.0 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 16q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
207 0.0 0.0 0.0 0.0 0.0 0.015072000212967396 0.028192000463604927 0.017152000125497578 0.015536000020802021 0.003847486121602065 0.0 0.0 0.0 0.0 0.0 0.6239359974861145 0.6367359757423401 0.6285343945026398 0.6285343945026398 0.004006084286606002 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 32 0 40960.0 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 32q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
208 0.0 0.0 0.0 0.0 0.0 0.014879999682307243 0.026688000187277794 0.01718079997226596 0.015488000120967627 0.0037132536813398722 0.0 0.0 0.0 0.0 0.0 0.9141119718551636 0.9721279740333557 0.927455997467041 0.927455997467041 0.02148767779232235 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 64 0 40960.0 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 64q1s40k measured_FA3_core_plus_measured_KV;reshape_assumed_zero;mean_as_median
209 0.0 0.0 0.0 0.0 0.0 0.014751999638974667 0.047520000487565994 0.028710400220006704 0.0266720000654459 0.010774688401598903 0.06094816381288764 0.06816969726785131 0.0644060660218149 0.0644060660218149 0.002203106589073183 0.087051838094461 0.09736630405680231 0.09199073574791852 0.09199073574791852 0.0031466818046499644 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 9 0 0 True FLASH_ATTN False true_mixed_fused_projected 520 False 512 BF16 generic none CUDA_EVENT True [512] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 8 8 9 8 16384.0 0.1111111111111111 q512_8q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
210 0.0 0.0 0.0 0.0 0.0 0.014911999925971031 0.02489599958062172 0.017427200078964235 0.01595200039446354 0.003071906489592143 0.19733789497223914 0.2016295616652644 0.19860388994013833 0.19860388994013833 0.001512389485439305 0.44861409134062713 0.45837046456077934 0.45149211526120153 0.45149211526120153 0.0034381598874302305 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 1040 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 16 16 17 16 16384.0 0.058823529411764705 q1k_16q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
211 0.0 0.0 0.0 0.0 0.0 0.015039999969303608 0.03046399913728237 0.020643199887126686 0.016944000497460365 0.006320148675595729 0.2157924314537054 0.22215709640166995 0.21769400765743155 0.21769400765743155 0.0019679921844645526 0.4905115822753901 0.5049789194903589 0.4948340005651485 0.4948340005651485 0.0044733865493072344 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384, 16384] 1 32 32 33 32 16384.0 0.030303030303030304 q2k_32q1s16k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
212 0.0 0.0 0.0 0.0 0.0 0.017152000218629837 0.02425600029528141 0.01865920014679432 0.018112000077962875 0.0019454553198986453 0.7430866512973927 0.7578834738720781 0.7455351005236347 0.7455351005236347 0.00416692487556653 0.7369773831645824 0.7516525540362471 0.7394057025273603 0.7394057025273603 0.004132666607961175 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 17 0 0 True FLASH_ATTN False true_mixed_fused_projected 4112 False 4096 BF16 generic none CUDA_EVENT True [4096] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 16 16 17 16 32768.0 0.058823529411764705 q4k_16q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
213 0.0 0.0 0.0 0.0 0.0 0.015263999812304974 0.02470399998128414 0.018009600043296815 0.01657600048929453 0.0031544532774534346 0.25251173919752334 0.25566890792461106 0.2536729054481981 0.2536729054481981 0.0010279562245342983 1.0425282722084215 1.0555630628624373 1.0473223013846877 1.0473223013846877 0.004244053880724073 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 33 0 0 True FLASH_ATTN False true_mixed_fused_projected 2080 False 2048 BF16 generic none CUDA_EVENT True [2048] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 32 32 33 32 32768.0 0.030303030303030304 q2k_32q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio
214 0.0 0.0 0.0 0.0 0.0 0.01500799972563982 0.027807999402284622 0.01912960009649396 0.01643200032413006 0.004688164695934997 0.1251379565220268 0.14341821167748953 0.12742497577885914 0.12742497577885914 0.005353812167343766 1.1355340167064276 1.3014137556763312 1.1562870179154463 1.1562870179154463 0.048581869194943325 0.0 0.0 0.0 0.0 0.0 2048 32 4 16 4 40960 65 0 0 True FLASH_ATTN False true_mixed_fused_projected 1088 False 1024 BF16 generic none CUDA_EVENT True [1024] [0] [32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768, 32768] 1 64 64 65 64 32768.0 0.015384615384615385 q1k_64q1s32k fused_total_conserving_projection_by_same_tp_pure_prefill_decode_reference_ratio