source stringclasses 13
values | gpu stringclasses 4
values | model stringclasses 13
values | kernel_family stringclasses 7
values | kernel_name stringclasses 328
values | dtype stringclasses 2
values | held_out bool 2
classes | M float64 1 16.4k ⌀ | N float64 8 248k ⌀ | K float64 2.05k 29.6k ⌀ | bs float64 1 1 ⌀ | seq float64 1 16.4k ⌀ | n_heads float64 8 64 ⌀ | head_dim float64 64 256 ⌀ | kv_heads float64 1 64 ⌀ | numel float64 64 531M ⌀ | op_type stringclasses 177
values | gpu_time_duration_ms float64 0 703 | launch_block_size float64 16 512 | launch_grid_size float64 1 1.04M | dram_bytes_sum float64 1.27 94.3B ⌀ | launch_registers_per_thread float64 16 255 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 128 | 128,256 | 8,192 | 1 | 128 | null | null | null | null | llama_lm_head_d8k | 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 | 128 | 128,256 | 8,192 | 1 | 128 | null | null | null | null | llama_lm_head_d8k | 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 | 128 | 128,256 | 8,192 | 1 | 128 | null | null | null | null | llama_lm_head_d8k | 4.46 | 128 | 1,188 | 2,510,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 128 | 29,568 | 8,192 | 1 | 128 | 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 | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_ffn_gate_up | 4.46 | 128 | 1,188 | 2,510,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_ffn_gate_up | 4.45 | 128 | 1,188 | 2,510,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_ffn_gate_up | 4.46 | 128 | 1,188 | 2,510,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 128 | 29,568 | 8,192 | 1 | 128 | 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 | 128 | 29,568 | 8,192 | 1 | 128 | 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 | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_ffn_gate_up | 4.45 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 128 | 29,568 | 8,192 | 1 | 128 | 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 | 128 | 29,568 | 8,192 | 1 | 128 | 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 | 128 | 29,568 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_ffn_gate_up | 4.45 | 128 | 1,188 | 2,510,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01939 | 32 | 128 | 8,490,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01926 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01914 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01942 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.0193 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01936 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01933 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01939 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01939 | 32 | 128 | 8,490,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 8,192 | 29,568 | 1 | 128 | null | null | null | null | qwen72b_ffn_down | 0.01933 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01923 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01958 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01933 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01914 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01907 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01946 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01939 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01942 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01907 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 152,064 | 8,192 | 1 | 128 | null | null | null | null | qwen72b_lm_head | 0.01923 | 32 | 128 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10765 | 32 | 960 | 53,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10806 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10829 | 32 | 960 | 53,550,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10768 | 32 | 960 | 53,550,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10806 | 32 | 960 | 53,550,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.1081 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10819 | 32 | 960 | 53,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.1073 | 32 | 960 | 53,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10797 | 32 | 960 | 53,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 2,048 | 2,048 | 1 | 128 | null | null | null | null | filler_sq2k | 0.10762 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10784 | 32 | 960 | 53,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10723 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10832 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.1081 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10832 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10813 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10797 | 32 | 960 | 53,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10787 | 32 | 960 | 53,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10819 | 32 | 960 | 53,550,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 5,120 | 5,120 | 1 | 128 | null | null | null | null | filler_sq5k | 0.10845 | 32 | 960 | 53,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07846 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07824 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07862 | 128 | 64 | 33,850,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07888 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07814 | 128 | 64 | 33,850,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07872 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07859 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07827 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07955 | 128 | 64 | 33,850,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 4,096 | 4,096 | 1 | 256 | null | null | null | null | llama8b_q_or_o | 0.07891 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.0784 | 128 | 64 | 33,850,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07872 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07872 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07843 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07834 | 128 | 64 | 33,850,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07878 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07843 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07846 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07862 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.07824 | 128 | 64 | 33,840,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.11862 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.11843 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.1185 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.11901 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.11885 | 128 | 48 | 50,640,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.1184 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.1185 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.1183 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.11846 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.11843 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11814 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11869 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.1183 | 128 | 48 | 50,630,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11853 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.1177 | 128 | 48 | 50,630,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11798 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11811 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11869 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.1177 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.11866 | 128 | 48 | 50,620,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03338 | 128 | 32 | 8,670,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03325 | 128 | 32 | 8,670,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03325 | 128 | 32 | 8,680,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03334 | 128 | 32 | 8,670,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03318 | 128 | 32 | 8,670,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03328 | 128 | 32 | 8,670,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.03328 | 128 | 32 | 8,670,000 | 80 |
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