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_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63606 | 128 | 384 | 104,900,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.6359 | 128 | 384 | 104,950,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63555 | 128 | 384 | 104,960,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63741 | 128 | 384 | 104,950,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63693 | 128 | 384 | 104,930,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63728 | 128 | 384 | 104,890,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63651 | 128 | 384 | 104,940,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.6359 | 128 | 384 | 104,860,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63642 | 128 | 384 | 104,930,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.6375 | 128 | 384 | 104,960,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63642 | 128 | 384 | 104,950,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63613 | 128 | 384 | 104,920,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.63622 | 128 | 384 | 104,940,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94838 | 128 | 576 | 158,230,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.9497 | 128 | 576 | 158,220,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94835 | 128 | 576 | 158,330,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.95066 | 128 | 576 | 158,240,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94858 | 128 | 576 | 158,360,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94598 | 128 | 576 | 158,260,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94707 | 128 | 576 | 158,330,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94842 | 128 | 576 | 158,320,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94874 | 128 | 576 | 158,370,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.94672 | 128 | 576 | 158,280,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94742 | 128 | 576 | 158,320,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.9471 | 128 | 576 | 158,300,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94717 | 128 | 576 | 158,190,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94669 | 128 | 576 | 158,220,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94832 | 128 | 576 | 158,320,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94691 | 128 | 576 | 158,250,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94842 | 128 | 576 | 158,270,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94755 | 128 | 576 | 158,260,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.94746 | 128 | 576 | 158,280,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.9456 | 128 | 576 | 158,270,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21757 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21802 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.2177 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21798 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21763 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21789 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21747 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21782 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21773 | 128 | 48 | 14,730,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 0.21798 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.2177 | 128 | 48 | 14,720,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21782 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21734 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21814 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21757 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21805 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21757 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.2177 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21763 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 0.21802 | 128 | 48 | 14,710,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,530,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,160,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,570,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,390,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,530,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,450,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,570,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,760,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 2.16 | 256 | 336 | 268,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,560,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,640,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,730,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,720,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,560,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,410,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,680,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,500,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 2.16 | 256 | 336 | 268,620,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.18 | 128 | 384 | 365,940,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.18 | 128 | 384 | 360,830,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.17 | 128 | 384 | 363,360,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.18 | 128 | 384 | 377,650,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.18 | 128 | 384 | 366,910,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.18 | 128 | 384 | 368,880,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.17 | 128 | 384 | 362,820,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.17 | 128 | 384 | 368,300,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.18 | 128 | 384 | 368,420,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 2.17 | 128 | 384 | 373,910,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.18 | 128 | 384 | 374,410,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.18 | 128 | 384 | 364,070,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.17 | 128 | 384 | 364,280,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.18 | 128 | 384 | 369,460,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.17 | 128 | 384 | 362,730,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.18 | 128 | 384 | 374,330,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.17 | 128 | 384 | 361,950,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.17 | 128 | 384 | 369,020,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.17 | 128 | 384 | 367,950,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 2.17 | 128 | 384 | 358,810,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.69 | 256 | 3,006 | 2,720,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.65 | 256 | 3,006 | 2,710,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.65 | 256 | 3,006 | 2,690,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.67 | 256 | 3,006 | 2,710,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.66 | 256 | 3,006 | 2,690,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.65 | 256 | 3,006 | 2,730,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 18.65 | 256 | 3,006 | 2,730,000,000 | 238 |
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