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 | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.89312 | 32 | 2,560 | 485,890,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.8905 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 28,672 | 8,192 | 1 | 8 | null | null | null | null | llama70b_ffn_gate_up | 0.8897 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.89338 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.88973 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.89062 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.89002 | 32 | 2,560 | 485,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.89043 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.88912 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.88973 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.89024 | 32 | 2,560 | 485,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.88966 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 28,672 | 1 | 8 | null | null | null | null | llama70b_ffn_down | 0.88842 | 32 | 2,560 | 485,870,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.4 | 128 | 1,188 | 2,490,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.39 | 128 | 1,188 | 2,490,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.39 | 128 | 1,188 | 2,490,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | 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 | 8 | 128,256 | 8,192 | 1 | 8 | 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 | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 128,256 | 8,192 | 1 | 8 | null | null | null | null | llama_lm_head_d8k | 4.4 | 128 | 1,188 | 2,490,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.39 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.39 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.39 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 128 | 1,188 | 2,490,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 128 | 1,188 | 2,490,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 128 | 1,188 | 2,500,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 8 | 29,568 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_ffn_gate_up | 4.4 | 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 | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.0191 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.0192 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.01933 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.0192 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.01914 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.01933 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.0192 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.01917 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 8,192 | 29,568 | 1 | 8 | null | null | null | null | qwen72b_ffn_down | 0.01936 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.0191 | 32 | 128 | 8,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01914 | 32 | 128 | 8,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01923 | 32 | 128 | 8,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01946 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.0192 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01914 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01907 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01942 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01904 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 152,064 | 8,192 | 1 | 8 | null | null | null | null | qwen72b_lm_head | 0.01901 | 32 | 128 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.10051 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.09997 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.10026 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.10067 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.10067 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.09942 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.10016 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.1017 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.1007 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 2,048 | 2,048 | 1 | 8 | null | null | null | null | filler_sq2k | 0.10032 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10093 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10029 | 32 | 320 | 52,570,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10115 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10029 | 32 | 320 | 52,580,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.1007 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10144 | 32 | 320 | 52,580,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10131 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10134 | 32 | 320 | 52,580,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10035 | 32 | 320 | 52,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 8 | 5,120 | 5,120 | 1 | 8 | null | null | null | null | filler_sq5k | 0.10029 | 32 | 320 | 52,580,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06835 | 32 | 1,536 | 33,940,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.0687 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06816 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06813 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06851 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06829 | 32 | 1,536 | 33,940,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06848 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06842 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06829 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 4,096 | 1 | 16 | null | null | null | null | llama8b_q_or_o | 0.06835 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06848 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06826 | 32 | 1,536 | 33,940,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06864 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06826 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06765 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06819 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06813 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06877 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06861 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 6,144 | 4,096 | 1 | 16 | null | null | null | null | llama8b_qkv_fused | 0.06816 | 32 | 1,536 | 33,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09197 | 32 | 384 | 50,550,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09216 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09216 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09194 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09222 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09174 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09254 | 32 | 384 | 50,540,000 | 122 |
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