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 | 128,256 | 8,192 | 1 | 6,144 | null | null | null | null | llama_lm_head_d8k | 22.19 | 256 | 1,782 | 3,550,000,000 | 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 | 3,600,000,000 | 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 | 3,600,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.18 | 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 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.18 | 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 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.19 | 256 | 1,782 | 3,560,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 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 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 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 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.2 | 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 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.2 | 256 | 1,782 | 3,480,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.2 | 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 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.19 | 256 | 1,782 | 3,460,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 29,568 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_gate_up | 22.2 | 256 | 1,782 | 3,570,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11264 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11274 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11277 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11238 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11254 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11258 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11248 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11248 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11258 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 8,192 | 29,568 | 1 | 6,144 | null | null | null | null | qwen72b_ffn_down | 0.11264 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11267 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.1127 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11258 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11254 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11286 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11248 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11264 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11242 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.11242 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 6,144 | 152,064 | 8,192 | 1 | 6,144 | null | null | null | null | qwen72b_lm_head | 0.1128 | 128 | 48 | 9,990,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54176 | 256 | 180 | 93,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.5417 | 256 | 180 | 93,670,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54237 | 256 | 180 | 93,760,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54173 | 256 | 180 | 93,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54176 | 256 | 180 | 93,730,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54134 | 256 | 180 | 93,570,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54166 | 256 | 180 | 93,750,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54221 | 256 | 180 | 93,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54342 | 256 | 180 | 93,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 2,048 | 2,048 | 1 | 6,144 | null | null | null | null | filler_sq2k | 0.54218 | 256 | 180 | 93,690,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54176 | 256 | 180 | 93,660,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54109 | 256 | 180 | 93,680,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54144 | 256 | 180 | 93,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54246 | 256 | 180 | 93,700,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54214 | 256 | 180 | 93,670,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54189 | 256 | 180 | 93,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54086 | 256 | 180 | 93,710,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54192 | 256 | 180 | 93,740,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54195 | 256 | 180 | 93,680,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 6,144 | 5,120 | 5,120 | 1 | 6,144 | null | null | null | null | filler_sq5k | 0.54083 | 256 | 180 | 93,740,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43232 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43226 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43216 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43194 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43184 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.4319 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43213 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43184 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43216 | 256 | 64 | 39,140,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_q_or_o | 0.43171 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43229 | 256 | 64 | 39,100,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43194 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43229 | 256 | 64 | 39,100,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43171 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43206 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.432 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43219 | 256 | 64 | 39,170,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43267 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43258 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 6,144 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_qkv_fused | 0.43203 | 256 | 64 | 39,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82128 | 256 | 96 | 110,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82083 | 256 | 96 | 110,470,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82042 | 256 | 96 | 110,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.81962 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82144 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82035 | 256 | 96 | 110,470,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82086 | 256 | 96 | 110,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82026 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82022 | 256 | 96 | 110,560,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 1,024 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_kv | 0.82141 | 256 | 96 | 110,490,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82042 | 256 | 96 | 110,470,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82096 | 256 | 96 | 110,450,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82083 | 256 | 96 | 110,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82224 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.8207 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82086 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82128 | 256 | 96 | 110,460,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82058 | 256 | 96 | 110,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.82045 | 256 | 96 | 110,500,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 8,192 | 14,336 | 4,096 | 1 | 8,192 | null | null | null | null | llama8b_ffn_gate_up | 0.81994 | 256 | 96 | 110,490,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21459 | 128 | 32 | 12,620,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21453 | 128 | 32 | 12,620,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21469 | 128 | 32 | 12,610,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21424 | 128 | 32 | 12,620,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21466 | 128 | 32 | 12,610,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21434 | 128 | 32 | 12,620,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 4,096 | 14,336 | 1 | 8,192 | null | null | null | null | llama8b_ffn_down | 0.21456 | 128 | 32 | 12,610,000 | 254 |
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