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_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08694 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08678 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08691 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.0871 | 128 | 64 | 34,120,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08765 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08742 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08762 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08701 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08611 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08717 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08688 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08733 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.08714 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12326 | 128 | 48 | 50,890,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12336 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.1231 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12269 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.1233 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12298 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12301 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12269 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.12317 | 128 | 48 | 50,890,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.1231 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12291 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.1232 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12381 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12374 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12298 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12269 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12371 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12326 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.124 | 128 | 48 | 50,880,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.12301 | 128 | 48 | 50,890,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03654 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03786 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.0369 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03715 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03699 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03718 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03754 | 128 | 32 | 8,950,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03674 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.0375 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.03693 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03677 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03699 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.0392 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03648 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03763 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03757 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03715 | 128 | 32 | 8,950,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03709 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.0367 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.03699 | 128 | 32 | 8,940,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23091 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23184 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23213 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23501 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.232 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.2319 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23213 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23757 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23168 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.23597 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.2311 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23187 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23248 | 256 | 56 | 118,010,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23546 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.2319 | 256 | 56 | 118,010,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23158 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23162 | 256 | 56 | 118,000,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23443 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23126 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.23526 | 256 | 56 | 117,990,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.41814 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.42013 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.42224 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.41917 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.4185 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.42019 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.4185 | 128 | 64 | 119,310,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.42042 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.42096 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.41898 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.41789 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.41834 | 128 | 64 | 119,320,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.41824 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.42013 | 128 | 64 | 119,320,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.4233 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.42032 | 128 | 64 | 119,320,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.41939 | 128 | 64 | 119,310,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.41946 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.4215 | 128 | 64 | 119,300,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.41722 | 128 | 64 | 119,330,000 | 222 |
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 | 1,080,000,000 | 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 | 1.97 | 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 | 1,080,000,000 | 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 | 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 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 1.97 | 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 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 1.98 | 128 | 1,002 | 1,070,000,000 | 230 |
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