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_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.43373 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.43312 | 256 | 40 | 168,360,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.43376 | 256 | 40 | 168,350,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43402 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43328 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43328 | 256 | 40 | 168,350,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43277 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43312 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43318 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.4336 | 256 | 40 | 168,360,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43322 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43277 | 256 | 40 | 168,340,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.43453 | 256 | 40 | 168,350,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05274 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05235 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.0529 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05283 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05261 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05328 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05242 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05322 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.05258 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 0.0529 | 128 | 40 | 17,350,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05322 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05219 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05242 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05283 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05264 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.0527 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05226 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05302 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05248 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 0.05274 | 128 | 40 | 17,330,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93517 | 128 | 112 | 472,210,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93421 | 128 | 112 | 472,190,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93616 | 128 | 112 | 472,250,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93373 | 128 | 112 | 472,240,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93542 | 128 | 112 | 472,280,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93386 | 128 | 112 | 472,290,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93658 | 128 | 112 | 472,210,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93549 | 128 | 112 | 472,260,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93728 | 128 | 112 | 472,210,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.93488 | 128 | 112 | 472,240,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93366 | 128 | 112 | 472,240,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93866 | 128 | 112 | 472,160,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93414 | 128 | 112 | 472,230,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93594 | 128 | 112 | 472,280,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93674 | 128 | 112 | 472,240,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93686 | 128 | 112 | 472,260,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93216 | 128 | 112 | 472,270,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93421 | 128 | 112 | 472,230,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.9359 | 128 | 112 | 472,200,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.93635 | 128 | 112 | 472,310,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.36 | 128 | 64 | 471,910,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 471,990,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 471,840,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.36 | 128 | 64 | 471,970,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 471,910,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 471,800,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 471,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 471,840,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.36 | 128 | 64 | 471,960,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 1.35 | 128 | 64 | 472,160,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.35 | 128 | 64 | 471,820,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.36 | 128 | 64 | 472,180,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.34 | 128 | 64 | 471,840,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.36 | 128 | 64 | 471,820,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.36 | 128 | 64 | 471,950,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.34 | 128 | 64 | 471,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.35 | 128 | 64 | 471,820,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.35 | 128 | 64 | 471,840,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.35 | 128 | 64 | 471,870,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 1.35 | 128 | 64 | 472,040,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.8 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.78 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.81 | 128 | 1,002 | 2,130,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.79 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.8 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.8 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.82 | 128 | 1,002 | 2,130,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.81 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.81 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 128,256 | 4,096 | 1 | 384 | null | null | null | null | llama_lm_head_d4k | 3.79 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.82 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.8 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.82 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.8 | 128 | 1,002 | 2,130,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.81 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.81 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.8 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.81 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.8 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 8,192 | 1 | 384 | null | null | null | null | llama70b_q_or_o | 3.81 | 128 | 1,002 | 2,120,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.9383 | 128 | 116 | 486,970,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.94006 | 128 | 116 | 486,960,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93814 | 128 | 116 | 486,990,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93814 | 128 | 116 | 486,880,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.94064 | 128 | 116 | 486,960,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93965 | 128 | 116 | 487,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93827 | 128 | 116 | 486,920,000 | 234 |
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