| cubin,kernel,total_inst,HMMA,IMMA,LDSM,LDS,STS,LDGSTS,LDG,STG,FFMA,FADD,FMUL,FSEL,MUFU,SHFL,IADD3,IMAD,ISETP,LOP3,BRA,EXIT,BAR,BARRIER,WARPSYNC,NOP,S2R,other,useful_pct |
| kernels/gemm/sgemm/register_blocked.sm_86.cubin,sgemm_register_blocked,1016,0,0,0,89,14,0,14,16,512,0,0,0,0,0,45,50,59,15,18,2,2,0,0,10,3,167,50.4 |
| kernels/attention/flash_attention/flash_attn.sm_86.cubin,flash_attn_multihead,1224,0,0,0,128,14,0,16,2,138,227,135,0,38,160,47,20,18,21,15,1,0,0,0,17,6,221,40.8 |
| kernels/attention/flash_attention/flash_attn_br16_v2_bc128.sm_86.cubin,flash_attn_br16_v2_bc128,1496,128,0,96,0,46,0,30,32,13,138,326,0,72,9,51,21,23,30,22,3,4,0,6,8,10,428,40.4 |
| kernels/attention/flash_attention/flash_br16_v2_bc128.sm_86.cubin,flash_attn_br16_v2_bc128,1496,128,0,96,0,46,0,30,32,13,138,326,0,72,9,51,21,23,30,22,3,4,0,6,8,10,428,40.4 |
| kernels/attention/flash_attention/flash_attn.sm_86.cubin,flash_attn_1warp,1272,0,0,0,128,14,0,16,2,138,227,135,0,38,160,46,16,33,25,26,2,0,0,0,13,3,250,39.3 |
| kernels/elementwise/activations/activations_fast.sm_86.cubin,gelu_kernel,72,0,0,0,0,0,0,4,4,4,4,20,0,4,0,3,3,4,0,1,5,0,0,0,10,2,4,38.9 |
| kernels/elementwise/activations/activations.sm_86.cubin,gelu_kernel,72,0,0,0,0,0,0,4,4,4,4,20,0,4,0,3,3,4,0,1,5,0,0,0,10,2,4,38.9 |
| kernels/attention/flash_attention/flash_wmma.sm_86.cubin,flash_attn_4warp,4152,0,0,0,382,14,0,16,2,264,770,454,0,70,321,42,16,18,21,21,2,2,0,2,13,6,1716,35.8 |
| kernels/attention/flash_attention/flash_br16_v2.sm_86.cubin,flash_attn_br16_v2,1024,64,0,48,0,30,0,30,32,13,74,198,0,40,9,40,55,23,30,22,3,4,0,6,10,10,283,34.1 |
| kernels/attention/cross_attention/cross_attn_v2.sm_86.cubin,cross_attn_v2,1040,64,0,48,0,30,0,30,32,13,74,198,0,40,9,39,63,23,30,22,3,4,0,6,8,12,292,33.6 |
| kernels/attention/flash_attention/flash_v2_persistent.sm_86.cubin,flash_attn_v2_persistent,1088,64,0,48,1,31,0,30,32,13,74,198,0,42,9,48,82,33,34,25,1,6,0,6,8,5,298,32.1 |
| kernels/attention/flash_attention/flash_br16_bc128.sm_86.cubin,flash_attn_bc128,4080,128,0,96,236,283,0,30,32,70,433,640,0,180,161,96,154,59,42,58,17,4,0,5,16,7,1333,31.2 |
| kernels/attention/flash_attention/flash_v2_persistent_pad.sm_86.cubin,flash_attn_v2_persistent_pad,1120,64,0,48,1,31,0,30,32,13,74,198,0,42,9,51,97,33,33,25,1,6,0,6,11,5,310,31.2 |
| kernels/attention/flash_attention/flash_br16_regpv_full.sm_86.cubin,flash_attn_br16_regpv_full,1128,64,0,48,0,30,0,30,32,13,74,198,0,40,9,69,86,23,29,29,3,4,0,6,8,22,311,30.9 |
| kernels/attention/cross_attention/cross_attn_v2_pad.sm_86.cubin,cross_attn_v2_pad,1184,64,0,48,0,30,0,30,32,13,74,198,0,40,9,43,116,23,29,22,3,4,0,6,8,38,354,29.5 |
| kernels/attention/flash_attention/flash_attn_br16_v2_pad.sm_86.cubin,flash_attn_br16_v2_pad,1184,64,0,48,0,30,0,30,32,13,74,198,0,40,9,43,116,23,29,22,3,4,0,6,9,38,353,29.5 |
| kernels/attention/flash_attention/flash_br16_v2_pad.sm_86.cubin,flash_attn_br16_v2_pad,1184,64,0,48,0,30,0,30,32,13,74,198,0,40,9,43,116,23,29,22,3,4,0,6,9,38,353,29.5 |
| kernels/reductions/layernorm/layernorm.sm_86.cubin,layernorm_warp,384,0,0,0,0,0,0,3,1,78,18,13,1,14,14,11,11,14,17,33,3,0,0,0,10,2,141,28.4 |
| kernels/reductions/layernorm/layernorm.sm_86.cubin,layernorm_block,664,0,0,0,5,5,0,12,4,124,42,20,3,21,22,20,17,20,18,55,3,2,0,2,11,2,256,28 |
| kernels/attention/flash_attention/flash_attn_br16_v2_pipeline_pad2.sm_86.cubin,flash_attn_br16_v2_pipeline_pad2,1256,64,0,48,0,16,24,16,32,13,74,198,0,40,9,130,159,33,39,30,3,4,0,6,11,8,299,27.8 |
| kernels/attention/flash_attention/flash_br16_v2_pipeline_pad.sm_86.cubin,flash_attn_br16_v2_pipeline_pad,1256,64,0,48,0,16,24,16,32,13,74,198,0,40,9,129,160,33,40,30,3,4,0,6,9,8,300,27.8 |
| kernels/attention/flash_attention/flash_br16_v2_pipeline_pad2.sm_86.cubin,flash_attn_br16_v2_pipeline_pad2,1256,64,0,48,0,16,24,16,32,13,74,198,0,40,9,130,159,33,39,30,3,4,0,6,11,8,299,27.8 |
| kernels/attention/flash_attention/flash_br16_v2_pipeline.sm_86.cubin,flash_attn_br16_v2_pipeline,1256,64,0,48,0,16,24,16,32,13,74,198,0,40,9,133,144,33,41,30,3,4,0,6,8,8,312,27.8 |
| kernels/attention/flash_attention/flash_br16_regpv.sm_86.cubin,flash_attn_br16_regpv,3032,64,0,48,128,110,0,30,32,70,305,384,0,116,161,74,226,51,42,52,17,5,0,7,15,9,1086,27.1 |
| kernels/attention/flash_attention/flash_br16.sm_86.cubin,flash_attn_br16,3168,64,0,48,238,179,0,30,32,70,305,416,0,116,161,79,190,56,42,56,17,4,0,5,18,7,1035,27 |
| kernels/attention/flash_attention/flash_br16_regpv_lean.sm_86.cubin,flash_attn_br16_regpv_lean,3056,64,0,48,128,110,0,30,32,70,305,384,67,116,194,72,248,71,42,53,17,5,0,8,9,8,975,26.9 |
| kernels/attention/cross_attention/cross_attn.sm_86.cubin,cross_attn_br16,3088,64,0,48,144,179,0,30,32,55,290,416,0,116,161,102,192,58,42,119,17,4,0,5,16,9,989,26.7 |
| kernels/attention/flash_attention/flash_br16_regpv_lean_qcache.sm_86.cubin,flash_attn_br16_regpv_lean_qcache,3088,64,0,48,128,110,0,30,32,70,305,384,67,116,194,72,262,71,43,54,17,5,0,10,9,9,988,26.7 |
| kernels/attention/flash_attention/flash_br16_regpv_pad_kv8_w0.sm_86.cubin,flash_attn_br16_regpv_pad,3120,64,0,48,128,110,0,30,32,70,305,384,0,116,161,93,251,51,42,59,17,5,0,7,8,22,1117,26.4 |
| kernels/attention/flash_attention/flash_fused.sm_86.cubin,flash_attn_fused,3256,64,0,48,238,186,0,30,32,70,305,416,0,116,161,122,218,56,42,63,17,4,0,5,19,6,1038,26.3 |
| kernels/attention/flash_attention/flash_br16_regpv_pad_kv0_w4.sm_86.cubin,flash_attn_br16_regpv_pad,3136,64,0,48,128,110,0,30,32,70,305,384,0,116,161,98,259,51,42,59,17,5,0,7,8,22,1120,26.2 |
| kernels/attention/flash_attention/flash_br16_regpv_pad_kv8_w4.sm_86.cubin,flash_attn_br16_regpv_pad,3136,64,0,48,128,110,0,30,32,70,305,384,0,116,161,94,259,51,42,59,17,5,0,7,8,22,1124,26.2 |
| kernels/attention/flash_attention/flash_persistent.sm_86.cubin,flash_attn_persistent,3288,64,0,48,239,206,0,30,32,70,305,416,0,118,161,87,228,71,45,76,1,6,0,5,15,4,1061,26 |
| kernels/attention/flash_attention/flash_split_q.sm_86.cubin,flash_attn_split_q,3000,64,0,48,238,205,0,30,64,31,287,384,0,97,161,80,210,47,17,38,2,5,0,5,17,8,962,25.5 |
| kernels/attention/flash_attention/flash_br16_pipeline.sm_86.cubin,flash_attn_br16_pipeline,3392,64,0,48,238,165,24,16,32,70,305,416,0,116,161,137,267,65,50,64,17,4,0,5,12,5,1111,25.2 |
| kernels/elementwise/activations/activations_fast.sm_86.cubin,gelu_fast,144,0,0,0,0,0,0,4,4,8,8,12,0,10,0,9,12,12,10,12,5,0,0,0,9,2,27,19.4 |
| kernels/elementwise/activations/activations.sm_86.cubin,gelu_fast,144,0,0,0,0,0,0,4,4,8,8,12,0,10,0,9,12,12,10,12,5,0,0,0,9,2,27,19.4 |
| kernels/gemm/sgemm/tiled.sm_86.cubin,sgemm_tiled,168,0,0,0,64,2,0,2,1,32,0,0,0,0,0,5,8,8,0,3,2,2,0,0,10,4,25,19 |
| kernels/convolution/resblock/resblock.sm_86.cubin,groupnorm_silu_fused,1200,0,0,0,1,1,0,20,5,129,55,37,0,44,15,127,228,75,59,61,3,0,0,0,16,2,322,18.4 |
| kernels/elementwise/timestep_emb/timestep_emb.sm_86.cubin,timestep_emb_with_silu_scale,72,0,0,0,0,0,0,5,2,2,2,9,0,8,0,1,7,2,0,1,2,0,0,0,15,2,14,18.1 |
| kernels/attention/cross_attention/cross_attn_pipelined.sm_86.cubin,cross_attn_pipelined,4120,64,0,48,272,181,24,16,112,55,210,400,0,68,161,347,533,121,55,284,3,5,0,6,16,7,1132,17.7 |
| kernels/reductions/softmax/softmax.sm_86.cubin,softmax_block,248,0,0,0,4,4,0,4,4,9,18,16,4,9,15,12,33,18,12,20,3,4,0,3,12,2,42,17.3 |
| kernels/reductions/groupnorm/groupnorm.sm_86.cubin,groupnorm_nchw,1000,0,0,0,1,1,0,20,5,112,43,17,0,28,15,116,205,63,41,47,3,0,0,0,10,2,271,17.2 |
| kernels/reductions/softmax/softmax.sm_86.cubin,softmax_warp,128,0,0,0,0,0,0,1,1,9,9,4,1,6,10,4,13,8,11,8,3,0,0,0,8,2,30,17.2 |
| kernels/reductions/groupnorm/groupnorm.sm_86.cubin,groupnorm,1008,0,0,0,1,1,0,20,5,112,43,17,0,28,15,117,208,64,42,47,3,0,0,0,15,2,268,17.1 |
| kernels/elementwise/activations/activations_fast.sm_86.cubin,silu_kernel,144,0,0,0,0,0,0,4,4,8,8,8,0,10,0,9,14,12,10,12,5,0,0,0,13,2,25,16.7 |
| kernels/elementwise/activations/activations.sm_86.cubin,silu_kernel,144,0,0,0,0,0,0,4,4,8,8,8,0,10,0,9,14,12,10,12,5,0,0,0,13,2,25,16.7 |
| kernels/gemm/igemm/igemm_register_blocked.sm_86.cubin,igemm_register_blocked,1256,0,64,8,64,14,0,14,64,0,0,129,0,0,0,76,150,59,38,35,2,2,0,16,12,23,486,15.4 |
| kernels/gemm/hgemm/hgemm_16warp_aligned.sm_86.cubin,hgemm_16warp_aligned,440,64,0,32,0,0,8,0,16,0,0,0,0,0,0,35,106,4,15,6,1,4,0,0,9,10,130,14.5 |
| kernels/gemm/sgemm/naive.sm_86.cubin,sgemm_naive,216,0,0,0,0,0,0,58,1,29,0,0,0,0,0,11,42,12,1,11,2,0,0,0,14,4,31,13.4 |
| kernels/convolution/conv2d/conv2d.sm_86.cubin,conv2d_nhwc,2112,0,0,0,279,7,0,287,1,279,0,0,0,1,0,221,287,134,49,108,2,2,0,0,13,7,435,13.2 |
| kernels/attention/flash_attention/flash_split_q.sm_86.cubin,flash_attn_split_q_reduce,7016,0,0,0,0,0,0,944,64,375,130,369,0,132,0,1956,729,230,28,262,33,0,0,0,14,2,1748,12.5 |
| kernels/elementwise/timestep_emb/timestep_emb.sm_86.cubin,timestep_emb_single,40,0,0,0,0,0,0,0,2,0,0,5,0,4,0,0,2,1,0,1,2,0,0,0,14,1,8,12.5 |
| kernels/elementwise/timestep_emb/timestep_emb.sm_86.cubin,timestep_emb_batch,48,0,0,0,0,0,0,1,2,0,0,5,0,4,0,1,5,2,0,1,2,0,0,0,11,2,12,10.4 |
| kernels/gemm/igemm/igemm_warp_specialized.imma_s02.sm_86.cubin,igemm_warp_specialized,5656,0,128,16,372,209,48,48,112,288,2,97,0,4,10,459,963,258,173,283,4,8,0,19,47,24,2084,9.1 |
| kernels/gemm/igemm/igemm_warp_specialized.imma_s04.sm_86.cubin,igemm_warp_specialized,5656,0,128,16,372,209,48,48,112,288,2,97,0,4,10,459,963,258,173,283,4,8,0,19,47,24,2084,9.1 |
| kernels/gemm/igemm/igemm_warp_specialized.sm_86.cubin,igemm_warp_specialized,5656,0,128,16,372,209,48,48,112,288,2,97,0,4,10,459,963,258,173,283,4,8,0,19,47,24,2084,9.1 |
| kernels/composition/attention_layer/utils.sm_86.cubin,residual_add,48,0,0,0,0,0,0,8,4,0,4,0,0,0,0,3,5,4,0,1,2,0,0,0,12,2,3,8.3 |
| kernels/gemm/igemm/igemm_online_quant_bankfree.sm_86.cubin,igemm_online_quant_bankfree,3512,0,64,8,220,81,32,32,56,160,2,65,0,4,10,273,654,166,98,177,2,7,0,8,29,14,1350,8.3 |
| kernels/gemm/igemm/igemm_online_quant_inplace.sm_86.cubin,igemm_online_quant_inplace,3560,0,64,8,284,129,32,32,56,160,2,65,0,4,10,246,695,166,101,177,2,7,0,8,26,14,1272,8.2 |
| kernels/gemm/igemm/igemm_online_quant.sm_86.cubin,igemm_online_quant,3544,0,64,8,284,129,32,32,56,160,2,65,0,4,10,243,678,166,99,177,2,5,0,8,27,14,1279,8.2 |
| kernels/gemm/hgemm/hgemm_256x128.sm_86.cubin,hgemm_256x128,792,64,0,24,0,48,6,42,32,0,0,0,0,0,0,82,138,67,24,23,2,2,0,8,15,3,212,8.1 |
| kernels/gemm/igemm/igemm_tiled_aggressive.sm_86.cubin,igemm_tiled,608,0,16,4,32,14,0,14,16,0,0,33,0,0,0,61,79,47,25,24,2,2,0,4,12,10,213,8.1 |
| kernels/gemm/igemm/igemm_tiled_handtuned.sm_86.cubin,igemm_tiled,608,0,16,4,32,14,0,14,16,0,0,33,0,0,0,61,79,47,25,24,2,2,0,4,12,10,213,8.1 |
| kernels/gemm/igemm/igemm_tiled.imma_s02.sm_86.cubin,igemm_tiled,608,0,16,4,32,14,0,14,16,0,0,33,0,0,0,61,79,47,25,24,2,2,0,4,12,10,213,8.1 |
| kernels/gemm/igemm/igemm_tiled.imma_s04.sm_86.cubin,igemm_tiled,608,0,16,4,32,14,0,14,16,0,0,33,0,0,0,61,79,47,25,24,2,2,0,4,12,10,213,8.1 |
| kernels/gemm/igemm/igemm_tiled.sm_86.cubin,igemm_tiled,608,0,16,4,32,14,0,14,16,0,0,33,0,0,0,61,79,47,25,24,2,2,0,4,12,10,213,8.1 |
| kernels/gemm/igemm/igemm_8warp_256x256.imma_s02.sm_86.cubin,igemm_8warp_256x256,6448,0,256,16,480,256,32,96,224,0,0,225,0,0,0,720,1119,394,281,290,2,2,0,32,78,57,1888,7.5 |
| kernels/gemm/igemm/igemm_8warp_256x256.imma_s04.sm_86.cubin,igemm_8warp_256x256,6448,0,256,16,480,256,32,96,224,0,0,225,0,0,0,720,1119,394,281,290,2,2,0,32,78,57,1888,7.5 |
| kernels/gemm/igemm/igemm_8warp_256x256.sm_86.cubin,igemm_8warp_256x256,6448,0,256,16,480,256,32,96,224,0,0,225,0,0,0,720,1119,394,281,290,2,2,0,32,78,57,1888,7.5 |
| kernels/gemm/igemm/igemm_persistent.sm_86.cubin,igemm_persistent,3256,0,128,8,369,161,24,72,112,0,0,113,0,1,0,296,567,268,82,149,1,4,0,17,44,19,821,7.4 |
| kernels/convolution/conv2d/conv2d.sm_86.cubin,conv2d_1x1_nhwc,448,0,0,0,31,7,0,39,1,31,0,0,0,0,0,29,96,39,10,24,2,2,0,0,12,9,116,6.9 |
| kernels/gemm/igemm/igemm_8warp_tribuf.imma_s02.sm_86.cubin,igemm_8warp_tribuf,2736,0,128,16,312,128,24,72,56,0,0,57,0,0,0,343,493,198,76,116,2,5,0,8,27,15,660,6.8 |
| kernels/gemm/igemm/igemm_8warp_tribuf.imma_s04.sm_86.cubin,igemm_8warp_tribuf,2736,0,128,16,312,128,24,72,56,0,0,57,0,0,0,343,493,198,76,116,2,5,0,8,27,15,660,6.8 |
| kernels/gemm/igemm/igemm_8warp_tribuf.sm_86.cubin,igemm_8warp_tribuf,2736,0,128,16,312,128,24,72,56,0,0,57,0,0,0,343,493,198,76,116,2,5,0,8,27,15,660,6.8 |
| kernels/gemm/hgemm/hgemm_tiled_direct.sm_86.cubin,hgemm_tiled_direct,992,64,0,24,0,48,16,48,32,0,0,0,0,0,0,80,189,99,25,43,2,2,0,8,10,6,296,6.5 |
| kernels/gemm/igemm/igemm_8warp_256.sm_86.cubin,igemm_8warp_256,3792,0,128,8,368,160,24,72,112,0,0,113,0,0,0,475,696,253,137,163,2,2,0,16,40,21,1002,6.4 |
| kernels/gemm/igemm/igemm_sparse_tiled_ldsm_fused.sm_86.cubin,igemm_sparse_tiled,1064,0,32,8,40,64,2,64,32,0,0,33,0,0,0,98,187,126,58,26,3,2,0,0,13,9,267,6.1 |
| kernels/gemm/igemm/igemm_sparse_tiled.sm_86.cubin,igemm_sparse_tiled,1064,0,32,8,40,64,2,64,32,0,0,33,0,0,0,98,187,126,58,26,3,2,0,0,13,9,267,6.1 |
| kernels/gemm/hgemm/hgemm_16warp.sm_86.cubin,hgemm_16warp,544,32,0,16,0,32,4,28,16,0,0,0,0,0,0,50,138,45,15,15,2,2,0,4,11,7,127,5.9 |
| experiments/rust-experiments/cymatic_oxide/gather_nvcc.sm_86.cubin,gather_sum,120,0,0,0,0,0,0,14,0,0,7,0,0,1,0,10,29,12,3,8,2,0,0,0,13,2,19,5.8 |
| kernels/gemm/igemm/igemm_8warp.imma_s02.sm_86.cubin,igemm_8warp,2080,0,64,8,184,96,16,48,56,0,0,57,0,0,0,269,392,145,76,90,2,2,0,8,27,13,527,5.8 |
| kernels/gemm/igemm/igemm_8warp.imma_s04.sm_86.cubin,igemm_8warp,2080,0,64,8,184,96,16,48,56,0,0,57,0,0,0,269,392,145,76,90,2,2,0,8,27,13,527,5.8 |
| kernels/gemm/igemm/igemm_8warp.sm_86.cubin,igemm_8warp,2080,0,64,8,184,96,16,48,56,0,0,57,0,0,0,269,392,145,76,90,2,2,0,8,27,13,527,5.8 |
| kernels/gemm/igemm/igemm_sparse_tiled_ldsm.sm_86.cubin,igemm_sparse_tiled,1120,0,32,8,52,74,4,62,32,0,0,33,0,0,0,131,176,121,32,40,3,4,0,0,10,9,297,5.8 |
| kernels/gemm/igemm/igemm_pipelined_cpasync.imma_s02.sm_86.cubin,igemm_pipelined_cpasync,1136,0,32,8,64,64,16,48,16,0,0,33,0,0,0,170,140,104,23,39,2,2,0,4,15,8,348,5.7 |
| kernels/gemm/igemm/igemm_pipelined_cpasync.imma_s04.sm_86.cubin,igemm_pipelined_cpasync,1136,0,32,8,64,64,16,48,16,0,0,33,0,0,0,170,140,104,23,39,2,2,0,4,15,8,348,5.7 |
| kernels/gemm/igemm/igemm_pipelined_cpasync.sm_86.cubin,igemm_pipelined_cpasync,1136,0,32,8,64,64,16,48,16,0,0,33,0,0,0,170,140,104,23,39,2,2,0,4,15,8,348,5.7 |
| kernels/gemm/hgemm/hgemm_16warp_persistent.sm_86.cubin,hgemm_16warp_persistent,584,32,0,16,0,32,4,28,16,0,0,0,0,1,0,55,137,51,17,16,2,3,0,5,12,5,152,5.5 |
| kernels/gemm/igemm/igemm_sparse_tiled_persistent.sm_86.cubin,igemm_sparse_tiled_persistent,1184,0,32,8,137,63,4,62,32,0,0,33,0,1,0,102,167,113,10,32,1,3,0,1,9,6,368,5.5 |
| kernels/gemm/igemm/igemm_pipelined_cpasync_perchannel.sm_86.cubin,igemm_pipelined_cpasync_perchannel,1624,0,32,8,92,80,16,88,28,0,28,28,0,0,0,235,292,122,48,59,2,2,0,4,18,15,427,5.4 |
| kernels/gemm/igemm/igemm_pipelined.imma_s02.sm_86.cubin,igemm_pipelined,1256,0,32,8,64,64,0,64,16,0,0,33,0,0,0,184,212,134,44,7,2,3,0,4,8,6,371,5.2 |
| kernels/gemm/igemm/igemm_pipelined.imma_s04.sm_86.cubin,igemm_pipelined,1256,0,32,8,64,64,0,64,16,0,0,33,0,0,0,184,212,134,44,7,2,3,0,4,8,6,371,5.2 |
| kernels/gemm/igemm/igemm_pipelined.sm_86.cubin,igemm_pipelined,1256,0,32,8,64,64,0,64,16,0,0,33,0,0,0,184,212,134,44,7,2,3,0,4,8,6,371,5.2 |
| kernels/gemm/igemm/igemm_pipelined_cpasync_bk64.sm_86.cubin,igemm_pipelined_cpasync_bk64,1960,0,64,16,128,128,32,96,16,0,0,33,0,0,0,331,231,214,23,71,2,2,0,4,14,7,548,4.9 |
| kernels/gemm/hgemm_sparse/hgemm_sparse_tiled.sm_86.cubin,hgemm_sparse_tiled,720,32,0,40,0,32,4,36,32,0,0,0,0,0,0,69,93,74,12,31,3,2,0,0,10,4,246,4.4 |
| kernels/gemm/igemm/igemm.sm_86.cubin,igemm_wmma,432,0,10,0,0,0,0,50,8,0,0,9,0,0,0,52,127,24,15,13,3,0,0,17,15,16,73,4.4 |
| experiments/rust-experiments/cymatic_oxide/gather_oxide.sm_86.cubin,gather_sum,80,0,0,0,1,0,0,0,0,0,3,0,0,0,0,2,16,11,0,7,5,0,0,0,12,2,21,3.8 |
| kernels/gemm/hgemm/hgemm_tiled.sm_86.cubin,hgemm_tiled,1728,64,0,24,56,80,16,48,56,0,0,0,0,0,0,221,374,131,74,91,2,2,0,8,28,12,441,3.7 |
| kernels/gemm/hgemm/hgemm_16warp_epi.sm_86.cubin,hgemm_16warp_epi,952,32,0,16,28,40,8,24,28,0,0,0,0,0,0,120,205,65,38,47,2,2,0,4,20,18,255,3.4 |
| kernels/gemm/hgemm_sparse/verify_wmma_ab_layout.sm_86.cubin,probe_frag_b_row,240,0,0,1,0,5,0,0,80,0,8,0,0,0,0,19,34,4,11,6,1,0,0,0,9,2,60,3.3 |
| kernels/gemm/hgemm_sparse/verify_wmma_ab_layout.sm_86.cubin,probe_frag_a,240,0,0,1,0,5,0,0,80,0,8,0,0,0,0,19,34,4,11,6,1,0,0,0,9,2,60,3.3 |
| kernels/gemm/hgemm/hgemm_16warp_epi_pad.sm_86.cubin,hgemm_16warp_epi_pad,976,32,0,16,28,48,8,24,28,0,0,0,0,0,0,118,243,65,42,47,2,2,0,4,22,19,228,3.3 |
| tests/hgemm_sparse/verify_wmma_ab_layout.sm_86.cubin,probe_frag_b_row,240,0,0,1,0,5,0,0,80,0,8,0,0,0,0,19,34,4,11,6,1,0,0,0,9,2,60,3.3 |
| tests/hgemm_sparse/verify_wmma_ab_layout.sm_86.cubin,probe_frag_a,240,0,0,1,0,5,0,0,80,0,8,0,0,0,0,19,34,4,11,6,1,0,0,0,9,2,60,3.3 |
| kernels/convolution/conv2d/conv2d_implicit_gemm_v2.sm_86.cubin,implicit_gemm_conv_v2,1024,32,0,16,48,42,2,22,16,0,0,0,0,6,0,84,285,95,40,42,2,4,0,4,10,8,266,3.1 |
| kernels/convolution/resblock/resblock.sm_86.cubin,residual_add,32,0,0,0,0,0,0,2,1,0,1,0,0,0,0,0,3,1,0,1,2,0,0,0,15,2,4,3.1 |
| kernels/tutorial/vector_add.sm_86.cubin,vector_add,32,0,0,0,0,0,0,2,1,0,1,0,0,0,0,0,4,1,0,1,2,0,0,0,15,2,3,3.1 |
| kernels/gemm/hgemm_sparse/verify_wmma_ab_layout.sm_86.cubin,probe_frag_b_col,280,0,0,1,0,5,0,0,80,0,8,0,0,0,0,22,44,4,16,6,1,0,0,0,16,2,75,2.9 |
| tests/hgemm_sparse/verify_wmma_ab_layout.sm_86.cubin,probe_frag_b_col,280,0,0,1,0,5,0,0,80,0,8,0,0,0,0,22,44,4,16,6,1,0,0,0,16,2,75,2.9 |
| kernels/gemm/hgemm/hgemm.sm_86.cubin,hgemm_wmma,392,10,0,0,0,0,0,40,8,0,0,0,0,0,0,25,79,24,15,13,3,0,0,17,13,16,129,2.6 |
| experiments/rust-experiments/vecadd_oxide.sm_86.cubin,vecadd,48,0,0,0,0,0,0,0,0,0,1,0,0,0,0,4,6,7,1,1,4,0,0,0,13,2,9,2.1 |
| kernels/gemm/hgemm/hgemm_16warp_splitk.sm_86.cubin,hgemm_16warp_splitk,1504,32,0,16,144,48,4,28,128,0,0,0,0,1,0,140,443,81,54,51,3,2,0,5,21,12,291,2.1 |
| kernels/convolution/conv2d/conv2d_im2col.sm_86.cubin,wmma_gemm_conv,544,8,0,5,0,14,0,14,16,0,0,0,0,0,0,37,128,40,21,23,3,2,0,0,9,7,217,1.5 |
| kernels/convolution/conv2d/conv2d_implicit_gemm.sm_86.cubin,implicit_gemm_conv,672,8,0,5,18,22,0,10,16,0,0,0,0,4,0,53,178,56,27,27,3,4,0,0,12,11,218,1.2 |
| kernels/gemm/hgemm_sparse/hgemm_sparse_naive.sm_86.cubin,hgemm_sparse_naive,456,2,0,0,10,14,0,14,8,0,0,0,0,0,0,21,101,52,20,25,3,0,0,0,11,2,173,0.4 |
| kernels/composition/attention_layer/utils.sm_86.cubin,transpose_bhsd,112,0,0,0,0,0,0,1,1,0,0,0,0,3,0,13,38,13,6,1,2,0,0,0,12,2,20,0 |
| kernels/composition/attention_layer/utils.sm_86.cubin,transpose_bshd,112,0,0,0,0,0,0,1,1,0,0,0,0,3,0,13,38,13,6,1,2,0,0,0,12,2,20,0 |
| kernels/composition/attention_layer/utils.sm_86.cubin,fp16_to_fp32,40,0,0,0,0,0,0,4,4,0,0,0,0,0,0,3,7,4,0,1,2,0,0,0,8,2,5,0 |
| kernels/composition/attention_layer/utils.sm_86.cubin,fp32_to_fp16,40,0,0,0,0,0,0,4,4,0,0,0,0,0,0,3,7,4,0,1,2,0,0,0,8,2,5,0 |
| kernels/convolution/conv2d/conv2d_im2col.sm_86.cubin,im2col_nhwc_fp16,288,0,0,0,0,0,0,1,1,0,0,0,0,6,0,39,112,34,10,5,2,0,0,0,10,2,66,0 |
| kernels/elementwise/activations/activations_fast.sm_86.cubin,relu_kernel,48,0,0,0,0,0,0,4,4,0,0,0,0,0,0,3,6,4,0,1,5,0,0,0,14,2,5,0 |
| kernels/elementwise/activations/activations.sm_86.cubin,relu_kernel,48,0,0,0,0,0,0,4,4,0,0,0,0,0,0,3,6,4,0,1,5,0,0,0,14,2,5,0 |
|
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