source stringclasses 13
values | gpu stringclasses 4
values | model stringclasses 13
values | kernel_family stringclasses 7
values | kernel_name stringclasses 328
values | dtype stringclasses 2
values | held_out bool 2
classes | M float64 1 16.4k ⌀ | N float64 8 248k ⌀ | K float64 2.05k 29.6k ⌀ | bs float64 1 1 ⌀ | seq float64 1 16.4k ⌀ | n_heads float64 8 64 ⌀ | head_dim float64 64 256 ⌀ | kv_heads float64 1 64 ⌀ | numel float64 64 531M ⌀ | op_type stringclasses 177
values | gpu_time_duration_ms float64 0 703 | launch_block_size float64 16 512 | launch_grid_size float64 1 1.04M | dram_bytes_sum float64 1.27 94.3B ⌀ | launch_registers_per_thread float64 16 255 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 2,048 | 2,048 | 1 | 3,072 | null | null | null | null | filler_sq2k | 0.35859 | 128 | 400 | 105,330,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 2,048 | 2,048 | 1 | 3,072 | null | null | null | null | filler_sq2k | 0.36291 | 128 | 400 | 105,330,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 2,048 | 2,048 | 1 | 3,072 | null | null | null | null | filler_sq2k | 0.35901 | 128 | 400 | 105,160,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.35853 | 128 | 400 | 105,540,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.35968 | 128 | 400 | 105,680,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.36538 | 128 | 400 | 106,030,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.3592 | 128 | 400 | 105,590,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.35766 | 128 | 400 | 105,430,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.36419 | 128 | 400 | 105,580,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.36381 | 128 | 400 | 105,930,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.36093 | 128 | 400 | 105,840,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.36022 | 128 | 400 | 105,510,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 3,072 | 5,120 | 5,120 | 1 | 3,072 | null | null | null | null | filler_sq5k | 0.35757 | 128 | 400 | 105,580,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42893 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42922 | 256 | 64 | 37,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42912 | 256 | 64 | 37,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42874 | 256 | 64 | 37,030,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42893 | 256 | 64 | 37,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.4289 | 256 | 64 | 37,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42829 | 256 | 64 | 37,040,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.4287 | 256 | 64 | 37,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42899 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 4,096 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_q_or_o | 0.42867 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42851 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42861 | 256 | 64 | 37,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42845 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42845 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42867 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42832 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42854 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42858 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42845 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x256_ldg8_f2f_stages_32x1_tn | fp16 | false | 4,096 | 6,144 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_qkv_fused | 0.42816 | 256 | 64 | 37,010,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52464 | 128 | 288 | 94,670,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52394 | 128 | 288 | 94,620,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52371 | 128 | 288 | 94,750,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52726 | 128 | 288 | 94,760,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52518 | 128 | 288 | 94,720,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52461 | 128 | 288 | 94,750,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52573 | 128 | 288 | 94,750,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52554 | 128 | 288 | 94,760,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52531 | 128 | 288 | 94,730,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_kv | 0.52688 | 128 | 288 | 94,700,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52477 | 128 | 288 | 94,760,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52576 | 128 | 288 | 94,770,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52515 | 128 | 288 | 94,750,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52691 | 128 | 288 | 94,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52525 | 128 | 288 | 94,840,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52672 | 128 | 288 | 94,740,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52547 | 128 | 288 | 94,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52477 | 128 | 288 | 94,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52384 | 128 | 288 | 94,700,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 14,336 | 4,096 | 1 | 4,096 | null | null | null | null | llama8b_ffn_gate_up | 0.52474 | 128 | 288 | 94,660,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11629 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11638 | 128 | 48 | 11,580,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11645 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11658 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11635 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11654 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11654 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11642 | 128 | 48 | 11,580,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11651 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 4,096 | 14,336 | 1 | 4,096 | null | null | null | null | llama8b_ffn_down | 0.11642 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11632 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11648 | 128 | 48 | 11,590,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11661 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11667 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11651 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11632 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11603 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11693 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11686 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 4,096 | 1 | 4,096 | null | null | null | null | llama_lm_head_d4k | 0.11667 | 128 | 48 | 11,570,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,240,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,180,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,210,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,190,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,230,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,170,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,250,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,210,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,210,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_q_or_o | 1.24 | 256 | 168 | 140,170,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,230,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,180,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,220,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,230,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,230,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,210,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,260,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,170,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,250,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 10,240 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_qkv_fused | 1.24 | 256 | 168 | 140,190,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.14 | 256 | 384 | 178,300,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.13 | 256 | 384 | 178,440,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.14 | 256 | 384 | 178,340,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.13 | 256 | 384 | 178,450,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.13 | 256 | 384 | 178,380,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.13 | 256 | 384 | 178,560,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.13 | 256 | 384 | 178,550,000 | 238 |
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