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 | 2 | 14,336 | 4,096 | 1 | 2 | null | null | null | null | llama8b_ffn_gate_up | 0.89926 | 32 | 1,024 | 470,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 14,336 | 4,096 | 1 | 2 | null | null | null | null | llama8b_ffn_gate_up | 0.89731 | 32 | 1,024 | 470,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 14,336 | 4,096 | 1 | 2 | null | null | null | null | llama8b_ffn_gate_up | 0.90048 | 32 | 1,024 | 470,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.89898 | 32 | 1,024 | 470,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.90317 | 32 | 1,024 | 470,270,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.90093 | 32 | 1,024 | 470,270,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.90074 | 32 | 1,024 | 470,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.89824 | 32 | 1,024 | 470,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.90016 | 32 | 1,024 | 470,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.89968 | 32 | 1,024 | 470,270,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.90288 | 32 | 1,024 | 470,390,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.90067 | 32 | 1,024 | 470,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 14,336 | 1 | 2 | null | null | null | null | llama8b_ffn_down | 0.89795 | 32 | 1,024 | 470,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 4,096 | 1 | 2 | null | null | null | null | llama_lm_head_d4k | 3.63 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | null | null | null | null | llama_lm_head_d4k | 3.63 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | null | null | null | null | llama_lm_head_d4k | 3.63 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | null | null | null | null | llama_lm_head_d4k | 3.63 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | null | null | null | null | llama_lm_head_d4k | 3.63 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | 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 | 2 | 128,256 | 4,096 | 1 | 2 | null | null | null | null | llama_lm_head_d4k | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 8,192 | 8,192 | 1 | 2 | null | null | null | null | llama70b_q_or_o | 3.63 | 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 | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85766 | 32 | 3,696 | 485,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85555 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85706 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85552 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85549 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85747 | 32 | 3,696 | 485,170,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85706 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85667 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85722 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 10,240 | 8,192 | 1 | 2 | null | null | null | null | llama70b_qkv_fused | 0.85782 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85824 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.8568 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.8561 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85488 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85907 | 32 | 3,696 | 485,180,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85539 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85712 | 32 | 3,696 | 485,180,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85882 | 32 | 3,696 | 485,180,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.85616 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 8,192 | 1 | 2 | null | null | null | null | llama70b_kv | 0.86157 | 32 | 3,696 | 485,160,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.94259 | 32 | 1,024 | 485,010,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.9423 | 32 | 1,024 | 484,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93786 | 32 | 1,024 | 484,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.94618 | 32 | 1,024 | 485,010,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93789 | 32 | 1,024 | 484,990,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93946 | 32 | 1,024 | 485,100,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93936 | 32 | 1,024 | 485,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93952 | 32 | 1,024 | 485,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93568 | 32 | 1,024 | 485,010,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 28,672 | 8,192 | 1 | 2 | null | null | null | null | llama70b_ffn_gate_up | 0.93968 | 32 | 1,024 | 485,010,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.94384 | 32 | 1,024 | 484,970,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.93853 | 32 | 1,024 | 484,970,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.94118 | 32 | 1,024 | 484,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.94243 | 32 | 1,024 | 485,010,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.93702 | 32 | 1,024 | 485,030,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.93891 | 32 | 1,024 | 485,020,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.94134 | 32 | 1,024 | 484,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.94019 | 32 | 1,024 | 485,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.93936 | 32 | 1,024 | 484,990,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.94483 | 32 | 1,024 | 485,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.29 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 4.3 | 32 | 9,504 | 2,490,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01933 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01907 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01894 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01914 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01878 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,420,000 | 122 |
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