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 | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 0.03523 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 0.03514 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 0.03498 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03514 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03494 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.0351 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03517 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03536 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03485 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03491 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03498 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03504 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 0.03526 | 32 | 384 | 16,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81709 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81763 | 32 | 1,792 | 470,660,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.8177 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81648 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.8177 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81616 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81789 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81686 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81856 | 32 | 1,792 | 470,620,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.81782 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81882 | 32 | 1,792 | 470,620,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81686 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81642 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81725 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81744 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81622 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81926 | 32 | 1,792 | 470,590,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81766 | 32 | 1,792 | 470,630,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.81798 | 32 | 1,792 | 470,610,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.8169 | 32 | 1,792 | 470,620,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85363 | 32 | 2,560 | 471,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85171 | 32 | 2,560 | 471,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85382 | 32 | 2,560 | 471,230,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85002 | 32 | 2,560 | 471,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.8537 | 32 | 2,560 | 471,220,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.84989 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85446 | 32 | 2,560 | 471,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85069 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85091 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.85098 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85376 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85165 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85354 | 32 | 2,560 | 471,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85037 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85258 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85062 | 32 | 2,560 | 471,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85091 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85014 | 32 | 2,560 | 471,180,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85219 | 32 | 2,560 | 471,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.85078 | 32 | 2,560 | 471,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,100,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.64 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.65 | 32 | 8,016 | 2,100,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 3.64 | 32 | 8,016 | 2,100,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,100,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.64 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,100,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,100,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 3.65 | 32 | 8,016 | 2,110,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86483 | 32 | 3,696 | 485,860,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86029 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.8648 | 32 | 3,696 | 485,820,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.85933 | 32 | 3,696 | 485,820,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86202 | 32 | 3,696 | 485,820,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86118 | 32 | 3,696 | 485,820,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86144 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.85914 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86298 | 32 | 3,696 | 485,840,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 10,240 | 8,192 | 1 | 8 | null | null | null | null | llama70b_qkv_fused | 0.86208 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86077 | 32 | 3,696 | 485,820,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86477 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.8625 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86218 | 32 | 3,696 | 485,820,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86013 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86054 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86214 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86406 | 32 | 3,696 | 485,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.86378 | 32 | 3,696 | 485,830,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 1,024 | 8,192 | 1 | 8 | null | null | null | null | llama70b_kv | 0.8592 | 32 | 3,696 | 485,860,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.89126 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.88832 | 32 | 2,560 | 485,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.89165 | 32 | 2,560 | 485,920,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.89123 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.88938 | 32 | 2,560 | 485,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.89178 | 32 | 2,560 | 485,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.89235 | 32 | 2,560 | 485,930,000 | 122 |
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