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_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 6,144 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_qkv_fused | 4.27 | 256 | 336 | 571,340,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 6,144 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_qkv_fused | 4.27 | 256 | 336 | 573,030,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 6,144 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_qkv_fused | 4.27 | 256 | 336 | 571,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 570,850,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 571,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 570,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 572,400,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 570,810,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 571,900,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 570,790,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 569,150,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 569,740,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_kv | 4.27 | 256 | 336 | 568,880,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.38 | 128 | 192 | 1,090,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.36 | 128 | 192 | 1,060,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.4 | 128 | 192 | 1,120,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.37 | 128 | 192 | 1,050,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.46 | 128 | 192 | 1,070,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.36 | 128 | 192 | 1,040,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.46 | 128 | 192 | 1,040,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.37 | 128 | 192 | 1,120,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.37 | 128 | 192 | 1,060,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 14,336 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_ffn_gate_up | 4.39 | 128 | 192 | 1,100,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.37 | 128 | 192 | 1,100,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.37 | 128 | 192 | 1,070,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.48 | 128 | 192 | 1,160,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.46 | 128 | 192 | 1,130,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.39 | 128 | 192 | 1,160,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.48 | 128 | 192 | 1,110,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.47 | 128 | 192 | 1,110,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.46 | 128 | 192 | 1,120,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.45 | 128 | 192 | 1,080,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 14,336 | 1 | 6,144 | null | null | null | null | llama8b_ffn_down | 4.47 | 128 | 192 | 1,100,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.78 | 256 | 1,503 | 3,000,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.77 | 256 | 1,503 | 3,040,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.76 | 256 | 1,503 | 2,960,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.77 | 256 | 1,503 | 3,020,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.77 | 256 | 1,503 | 3,060,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.77 | 256 | 1,503 | 3,040,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.76 | 256 | 1,503 | 3,020,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.77 | 256 | 1,503 | 3,070,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.77 | 256 | 1,503 | 3,050,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 4,096 | 1 | 6,144 | null | null | null | null | llama_lm_head_d4k | 18.74 | 256 | 1,503 | 3,050,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.78 | 256 | 1,503 | 3,060,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.78 | 256 | 1,503 | 3,070,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 3,010,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 3,020,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 3,040,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 2,930,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 3,000,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.78 | 256 | 1,503 | 2,980,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 3,000,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_q_or_o | 18.77 | 256 | 1,503 | 2,970,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.86 | 256 | 348 | 603,280,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.86 | 256 | 348 | 601,890,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 602,490,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 601,080,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 603,300,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 601,530,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 602,220,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 603,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 603,430,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 10,240 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_qkv_fused | 4.85 | 256 | 348 | 603,030,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 603,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 601,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 602,950,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 605,150,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 603,300,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 599,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 600,270,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 602,930,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 602,890,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 1,024 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_kv | 4.85 | 256 | 348 | 601,500,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.51 | 128 | 192 | 1,130,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.62 | 128 | 192 | 1,200,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.5 | 128 | 192 | 1,100,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.52 | 128 | 192 | 1,120,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.65 | 128 | 192 | 1,210,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.51 | 128 | 192 | 1,100,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.5 | 128 | 192 | 1,050,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.6 | 128 | 192 | 1,080,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.5 | 128 | 192 | 1,120,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 28,672 | 8,192 | 1 | 6,144 | null | null | null | null | llama70b_ffn_gate_up | 4.51 | 128 | 192 | 1,140,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.52 | 128 | 192 | 1,180,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.5 | 128 | 192 | 1,130,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.48 | 128 | 192 | 1,080,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.49 | 128 | 192 | 1,110,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.49 | 128 | 192 | 1,050,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.5 | 128 | 192 | 1,080,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.5 | 128 | 192 | 1,050,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.49 | 128 | 192 | 1,060,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.49 | 128 | 192 | 1,090,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 28,672 | 1 | 6,144 | null | null | null | null | llama70b_ffn_down | 4.5 | 128 | 192 | 1,140,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,590,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.18 | 256 | 1,782 | 3,520,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,580,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,530,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,520,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,610,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,620,000,000 | 238 |
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