cubin stringlengths 36 78 | kernel stringlengths 6 34 | total_inst int64 32 7.02k | HMMA int64 0 128 | IMMA int64 0 256 | LDSM int64 0 96 | LDS int64 0 480 | STS int64 0 283 | LDGSTS int64 0 48 | LDG int64 0 944 | STG int64 0 224 | FFMA int64 0 512 | FADD int64 0 770 | FMUL int64 0 640 | FSEL int64 0 67 | MUFU int64 0 180 | SHFL int64 0 321 | IADD3 int64 0 1.96k | IMAD int64 2 1.12k | ISETP int64 1 394 | LOP3 int64 0 281 | BRA int64 1 290 | EXIT int64 1 33 | BAR int64 0 8 | BARRIER int64 0 0 | WARPSYNC int64 0 32 | NOP int64 8 78 | S2R int64 1 57 | other int64 3 2.08k | useful_pct float64 0 50.4 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
kernels/gemm/sgemm/register_blocked.sm_86.cubin | sgemm_register_blocked | 1,016 | 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 | 1,224 | 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 | 1,496 | 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 | 1,496 | 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 | 1,272 | 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 | 4,152 | 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 | 1,716 | 35.8 |
kernels/attention/flash_attention/flash_br16_v2.sm_86.cubin | flash_attn_br16_v2 | 1,024 | 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 | 1,040 | 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 | 1,088 | 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 | 4,080 | 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 | 1,333 | 31.2 |
kernels/attention/flash_attention/flash_v2_persistent_pad.sm_86.cubin | flash_attn_v2_persistent_pad | 1,120 | 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 | 1,128 | 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 | 1,184 | 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 | 1,184 | 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 | 1,184 | 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 | 1,256 | 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 | 1,256 | 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 | 1,256 | 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 | 1,256 | 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 | 3,032 | 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 | 1,086 | 27.1 |
kernels/attention/flash_attention/flash_br16.sm_86.cubin | flash_attn_br16 | 3,168 | 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 | 1,035 | 27 |
kernels/attention/flash_attention/flash_br16_regpv_lean.sm_86.cubin | flash_attn_br16_regpv_lean | 3,056 | 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 | 3,088 | 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 | 3,088 | 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 | 3,120 | 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 | 1,117 | 26.4 |
kernels/attention/flash_attention/flash_fused.sm_86.cubin | flash_attn_fused | 3,256 | 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 | 1,038 | 26.3 |
kernels/attention/flash_attention/flash_br16_regpv_pad_kv0_w4.sm_86.cubin | flash_attn_br16_regpv_pad | 3,136 | 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 | 1,120 | 26.2 |
kernels/attention/flash_attention/flash_br16_regpv_pad_kv8_w4.sm_86.cubin | flash_attn_br16_regpv_pad | 3,136 | 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 | 1,124 | 26.2 |
kernels/attention/flash_attention/flash_persistent.sm_86.cubin | flash_attn_persistent | 3,288 | 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 | 1,061 | 26 |
kernels/attention/flash_attention/flash_split_q.sm_86.cubin | flash_attn_split_q | 3,000 | 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 | 3,392 | 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 | 1,111 | 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 | 1,200 | 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 | 4,120 | 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 | 1,132 | 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 | 1,000 | 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 | 1,008 | 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 | 1,256 | 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 | 2,112 | 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 | 7,016 | 0 | 0 | 0 | 0 | 0 | 0 | 944 | 64 | 375 | 130 | 369 | 0 | 132 | 0 | 1,956 | 729 | 230 | 28 | 262 | 33 | 0 | 0 | 0 | 14 | 2 | 1,748 | 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 | 5,656 | 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 | 2,084 | 9.1 |
kernels/gemm/igemm/igemm_warp_specialized.imma_s04.sm_86.cubin | igemm_warp_specialized | 5,656 | 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 | 2,084 | 9.1 |
kernels/gemm/igemm/igemm_warp_specialized.sm_86.cubin | igemm_warp_specialized | 5,656 | 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 | 2,084 | 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 | 3,512 | 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 | 1,350 | 8.3 |
kernels/gemm/igemm/igemm_online_quant_inplace.sm_86.cubin | igemm_online_quant_inplace | 3,560 | 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 | 1,272 | 8.2 |
kernels/gemm/igemm/igemm_online_quant.sm_86.cubin | igemm_online_quant | 3,544 | 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 | 1,279 | 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 | 6,448 | 0 | 256 | 16 | 480 | 256 | 32 | 96 | 224 | 0 | 0 | 225 | 0 | 0 | 0 | 720 | 1,119 | 394 | 281 | 290 | 2 | 2 | 0 | 32 | 78 | 57 | 1,888 | 7.5 |
kernels/gemm/igemm/igemm_8warp_256x256.imma_s04.sm_86.cubin | igemm_8warp_256x256 | 6,448 | 0 | 256 | 16 | 480 | 256 | 32 | 96 | 224 | 0 | 0 | 225 | 0 | 0 | 0 | 720 | 1,119 | 394 | 281 | 290 | 2 | 2 | 0 | 32 | 78 | 57 | 1,888 | 7.5 |
kernels/gemm/igemm/igemm_8warp_256x256.sm_86.cubin | igemm_8warp_256x256 | 6,448 | 0 | 256 | 16 | 480 | 256 | 32 | 96 | 224 | 0 | 0 | 225 | 0 | 0 | 0 | 720 | 1,119 | 394 | 281 | 290 | 2 | 2 | 0 | 32 | 78 | 57 | 1,888 | 7.5 |
kernels/gemm/igemm/igemm_persistent.sm_86.cubin | igemm_persistent | 3,256 | 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 | 2,736 | 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 | 2,736 | 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 | 2,736 | 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 | 3,792 | 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 | 1,002 | 6.4 |
kernels/gemm/igemm/igemm_sparse_tiled_ldsm_fused.sm_86.cubin | igemm_sparse_tiled | 1,064 | 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 | 1,064 | 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 | 2,080 | 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 | 2,080 | 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 | 2,080 | 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 | 1,120 | 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 | 1,136 | 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 | 1,136 | 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 | 1,136 | 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 | 1,184 | 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 | 1,624 | 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 | 1,256 | 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 | 1,256 | 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 | 1,256 | 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 | 1,960 | 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 | 1,728 | 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 |
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