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 | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 8,192 | 1 | 1 | null | null | null | null | llama_lm_head_d8k | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24794 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24803 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24854 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24813 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24842 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24864 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24938 | 32 | 512 | 134,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24749 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24762 | 32 | 512 | 134,380,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 29,568 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_ffn_gate_up | 0.24886 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24883 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24832 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24838 | 32 | 512 | 134,380,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24758 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.2481 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24883 | 32 | 512 | 134,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.25018 | 32 | 512 | 134,380,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24819 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24915 | 32 | 512 | 134,380,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 29,568 | 1 | 1 | null | null | null | null | qwen72b_ffn_down | 0.24701 | 32 | 512 | 134,370,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31248 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31267 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.30976 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31146 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31075 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31075 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31245 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31005 | 32 | 1,280 | 168,060,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31178 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 152,064 | 8,192 | 1 | 1 | null | null | null | null | qwen72b_lm_head | 0.31178 | 32 | 1,280 | 168,060,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.30928 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.31229 | 32 | 1,280 | 168,090,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.31002 | 32 | 1,280 | 168,080,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.30906 | 32 | 1,280 | 168,060,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.30947 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.30966 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.31152 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.3111 | 32 | 1,280 | 168,060,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.30925 | 32 | 1,280 | 168,050,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 2,048 | 2,048 | 1 | 1 | null | null | null | null | filler_sq2k | 0.30816 | 32 | 1,280 | 168,060,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03456 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03456 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03504 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03491 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03485 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03472 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03498 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03501 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.0345 | 32 | 384 | 16,850,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 5,120 | 5,120 | 1 | 1 | null | null | null | null | filler_sq5k | 0.03475 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03491 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03456 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03469 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03466 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03494 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03469 | 32 | 384 | 16,860,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 4,096 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03488 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03475 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03469 | 32 | 384 | 16,850,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_q_or_o | 0.03488 | 32 | 384 | 16,850,000 | 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 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81494 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81526 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81562 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81466 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81504 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81645 | 32 | 1,792 | 470,200,000 | 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 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81571 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81594 | 32 | 1,792 | 470,200,000 | 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 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81514 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 6,144 | 4,096 | 1 | 2 | null | null | null | null | llama8b_qkv_fused | 0.81379 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81437 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81504 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81635 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81443 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81622 | 32 | 1,792 | 470,240,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81488 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.8153 | 32 | 1,792 | 470,310,000 | 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 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81491 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81456 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 1,024 | 4,096 | 1 | 2 | null | null | null | null | llama8b_kv | 0.81456 | 32 | 1,792 | 470,190,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 14,336 | 4,096 | 1 | 2 | null | null | null | null | llama8b_ffn_gate_up | 0.90387 | 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 | 0.89965 | 32 | 1,024 | 470,350,000 | 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 | 0.90022 | 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 | 14,336 | 4,096 | 1 | 2 | null | null | null | null | llama8b_ffn_gate_up | 0.90086 | 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 | 0.89792 | 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 | 14,336 | 4,096 | 1 | 2 | null | null | null | null | llama8b_ffn_gate_up | 0.90138 | 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 | 0.89683 | 32 | 1,024 | 470,270,000 | 122 |
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