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 | 4,096 | 1,024 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_kv | 1.13 | 256 | 384 | 178,530,000 | 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 | 178,630,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 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 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 1.13 | 256 | 384 | 178,550,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 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 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 1.13 | 256 | 384 | 178,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 1.13 | 256 | 384 | 178,170,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 1.13 | 256 | 384 | 178,490,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 1.13 | 256 | 384 | 178,500,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 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 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 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 | 28,672 | 8,192 | 1 | 4,096 | null | null | null | null | llama70b_ffn_gate_up | 1.13 | 256 | 384 | 178,620,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.47 | 256 | 1,503 | 1,420,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.47 | 256 | 1,503 | 1,420,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.46 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.47 | 256 | 1,503 | 1,420,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.46 | 256 | 1,503 | 1,400,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.46 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.46 | 256 | 1,503 | 1,420,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 28,672 | 1 | 4,096 | null | null | null | null | llama70b_ffn_down | 9.46 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.46 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.46 | 256 | 1,503 | 1,420,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.46 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 128,256 | 8,192 | 1 | 4,096 | null | null | null | null | llama_lm_head_d8k | 9.47 | 256 | 1,503 | 1,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.28 | 128 | 192 | 209,310,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 206,550,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 206,560,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 205,500,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 204,530,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.28 | 128 | 192 | 207,760,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 204,690,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.28 | 128 | 192 | 207,590,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 205,680,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 29,568 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_gate_up | 1.25 | 128 | 192 | 207,970,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.28 | 128 | 192 | 210,050,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 207,390,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 204,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.28 | 128 | 192 | 208,980,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 205,240,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 204,430,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 209,620,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 210,260,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 209,190,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 8,192 | 29,568 | 1 | 4,096 | null | null | null | null | qwen72b_ffn_down | 1.25 | 128 | 192 | 206,110,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,300,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,620,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,070,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 194,920,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.66 | 256 | 120 | 195,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,700,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,660,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,620,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 152,064 | 8,192 | 1 | 4,096 | null | null | null | null | qwen72b_lm_head | 1.65 | 256 | 120 | 195,990,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,160,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,560,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,410,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,990,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 194,810,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,270,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,440,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 4,096 | 2,048 | 2,048 | 1 | 4,096 | null | null | null | null | filler_sq2k | 1.65 | 256 | 120 | 195,610,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22144 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22202 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22147 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22202 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22138 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.2216 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22115 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22173 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.2217 | 128 | 48 | 23,120,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 4,096 | 5,120 | 5,120 | 1 | 4,096 | null | null | null | null | filler_sq5k | 0.22182 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.2215 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22166 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22186 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22173 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22128 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22154 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22182 | 128 | 48 | 23,110,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22205 | 128 | 48 | 23,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22144 | 128 | 48 | 23,120,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 4,096 | 4,096 | 1 | 6,144 | null | null | null | null | llama8b_q_or_o | 0.22147 | 128 | 48 | 23,100,000 | 254 |
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 | 571,990,000 | 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 | 568,950,000 | 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 | 568,890,000 | 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 | 571,260,000 | 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 | 570,710,000 | 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 | 570,800,000 | 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 | 569,490,000 | 238 |
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