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_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 1.99 | 128 | 1,002 | 1,080,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 2.01 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 1.98 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 2.01 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 1.98 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 1.98 | 128 | 1,002 | 1,080,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 2 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 2 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 1.98 | 128 | 1,002 | 1,080,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 2.01 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 1.98 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 2.01 | 128 | 1,002 | 1,080,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 1.98 | 128 | 1,002 | 1,070,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.25952 | 128 | 64 | 135,300,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26419 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26486 | 128 | 64 | 135,300,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.27274 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26106 | 128 | 64 | 135,310,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26368 | 128 | 64 | 135,300,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.27955 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26438 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26502 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.26227 | 128 | 64 | 135,310,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.26496 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.25949 | 128 | 64 | 135,300,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.26282 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.2607 | 128 | 64 | 135,320,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.26765 | 128 | 64 | 135,300,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.27203 | 128 | 64 | 135,300,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.26154 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.27363 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.26234 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.26214 | 128 | 64 | 135,290,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43853 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43792 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.4391 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43882 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.4376 | 256 | 40 | 168,860,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43843 | 256 | 40 | 168,880,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43904 | 256 | 40 | 168,880,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43923 | 256 | 40 | 168,900,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43888 | 256 | 40 | 168,890,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.43882 | 256 | 40 | 168,880,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43859 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43827 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43846 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43843 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43786 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43782 | 256 | 40 | 168,870,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43773 | 256 | 40 | 168,860,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43862 | 256 | 40 | 168,880,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43779 | 256 | 40 | 168,880,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.43802 | 256 | 40 | 168,860,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05286 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05254 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05331 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05366 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.0528 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05331 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05306 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05363 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05386 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 0.05309 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05277 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05315 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05344 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05379 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05315 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05318 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05363 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05376 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05328 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 0.05293 | 128 | 40 | 17,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.93789 | 128 | 112 | 474,470,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.94013 | 128 | 112 | 474,530,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.93955 | 128 | 112 | 474,470,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.94013 | 128 | 112 | 474,460,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.93776 | 128 | 112 | 474,480,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.94093 | 128 | 112 | 474,590,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.93859 | 128 | 112 | 474,420,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.94125 | 128 | 112 | 474,600,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.94035 | 128 | 112 | 474,490,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.93866 | 128 | 112 | 474,580,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94234 | 128 | 112 | 474,940,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.93875 | 128 | 112 | 474,530,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94038 | 128 | 112 | 474,410,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.93562 | 128 | 112 | 474,460,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94182 | 128 | 112 | 474,490,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94195 | 128 | 112 | 474,530,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94029 | 128 | 112 | 474,660,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94083 | 128 | 112 | 474,450,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.94224 | 128 | 112 | 474,530,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.93818 | 128 | 112 | 474,420,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 473,920,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.36 | 128 | 64 | 474,210,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.36 | 128 | 64 | 474,370,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.38 | 128 | 64 | 475,470,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.36 | 128 | 64 | 474,140,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.37 | 128 | 64 | 474,200,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 473,610,000 | 230 |
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