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 | 32 | 128,256 | 4,096 | 1 | 32 | null | null | null | null | llama_lm_head_d4k | 3.67 | 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 | 32 | 128,256 | 4,096 | 1 | 32 | null | null | null | null | llama_lm_head_d4k | 3.66 | 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 | 32 | 128,256 | 4,096 | 1 | 32 | null | null | null | null | llama_lm_head_d4k | 3.66 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.66 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.66 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.66 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 8,192 | 8,192 | 1 | 32 | null | null | null | null | llama70b_q_or_o | 3.67 | 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 | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86742 | 32 | 3,696 | 487,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86483 | 32 | 3,696 | 487,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.8663 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.8663 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.87002 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86426 | 32 | 3,696 | 487,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86982 | 32 | 3,696 | 487,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86726 | 32 | 3,696 | 487,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86848 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 10,240 | 8,192 | 1 | 32 | null | null | null | null | llama70b_qkv_fused | 0.86992 | 32 | 3,696 | 487,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86858 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.87011 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.8696 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86682 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86742 | 32 | 3,696 | 487,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86413 | 32 | 3,696 | 487,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86496 | 32 | 3,696 | 487,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86547 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86566 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 1,024 | 8,192 | 1 | 32 | null | null | null | null | llama70b_kv | 0.86573 | 32 | 3,696 | 487,150,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89603 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89789 | 32 | 2,560 | 487,270,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89763 | 32 | 2,560 | 487,260,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.8969 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89798 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89555 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89731 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89888 | 32 | 2,560 | 487,260,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89574 | 32 | 2,560 | 487,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 28,672 | 8,192 | 1 | 32 | null | null | null | null | llama70b_ffn_gate_up | 0.89725 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89757 | 32 | 2,560 | 487,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89568 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89846 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89594 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89478 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89805 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89827 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89843 | 32 | 2,560 | 487,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.89677 | 32 | 2,560 | 487,250,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 28,672 | 1 | 32 | null | null | null | null | llama70b_ffn_down | 0.8967 | 32 | 2,560 | 487,260,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.43 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.43 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.43 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.41 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.41 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.43 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 128,256 | 8,192 | 1 | 32 | null | null | null | null | llama_lm_head_d8k | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.42 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.41 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.43 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.41 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.44 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.44 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.46 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 4.44 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01923 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.0192 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01923 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.0191 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.0193 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01907 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.01901 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01901 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01907 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01926 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01926 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.0192 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01926 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01917 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.01894 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.0192 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.0192 | 32 | 128 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.10176 | 32 | 1,600 | 52,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.1023 | 32 | 1,600 | 52,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.10218 | 32 | 1,600 | 52,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.1015 | 32 | 1,600 | 52,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.10234 | 32 | 1,600 | 52,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.10221 | 32 | 1,600 | 52,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.10221 | 32 | 1,600 | 52,880,000 | 122 |
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