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 | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.02758 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.02826 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 8,192 | 29,568 | 1 | 768 | null | null | null | null | qwen72b_ffn_down | 0.02787 | 128 | 64 | 8,690,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02915 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02794 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02886 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.0287 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02723 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.0287 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02778 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02662 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02899 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 152,064 | 8,192 | 1 | 768 | null | null | null | null | qwen72b_lm_head | 0.02832 | 128 | 64 | 8,680,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18982 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18909 | 128 | 40 | 53,130,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18733 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18579 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18688 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18419 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18461 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18909 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.18474 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 2,048 | 2,048 | 1 | 768 | null | null | null | null | filler_sq2k | 0.1864 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18624 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18499 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18406 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18691 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18659 | 128 | 40 | 53,110,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18362 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.19181 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18656 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18742 | 128 | 40 | 53,140,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 768 | 5,120 | 5,120 | 1 | 768 | null | null | null | null | filler_sq5k | 0.18538 | 128 | 40 | 53,120,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11856 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11894 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.1183 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11862 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.1184 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11885 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11853 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11875 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11834 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_q_or_o | 0.11907 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.1184 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11891 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11834 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11885 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11837 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11862 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11846 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11853 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11827 | 128 | 64 | 34,640,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 6,144 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_qkv_fused | 0.11888 | 128 | 64 | 34,630,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21811 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21814 | 128 | 48 | 51,420,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21814 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21789 | 128 | 48 | 51,430,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21792 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21786 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21805 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21811 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21802 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 1,024 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_kv | 0.21802 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21805 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21792 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21818 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21786 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21814 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21789 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21814 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21789 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21808 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.21805 | 128 | 48 | 51,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03536 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03539 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03552 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03533 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03536 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03533 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03549 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03539 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03552 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.03539 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03546 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03536 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03536 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03539 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03533 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03542 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03558 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03549 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03539 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.03549 | 128 | 64 | 9,470,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.4336 | 256 | 56 | 119,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.43386 | 256 | 56 | 119,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.43456 | 256 | 56 | 119,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.43386 | 256 | 56 | 119,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.43376 | 256 | 56 | 119,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.43379 | 256 | 56 | 119,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.43424 | 256 | 56 | 119,310,000 | 238 |
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