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 | 64 | 1,024 | 8,192 | 1 | 64 | null | null | null | null | llama70b_kv | 0.24822 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 1,024 | 8,192 | 1 | 64 | null | null | null | null | llama70b_kv | 0.24547 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 1,024 | 8,192 | 1 | 64 | null | null | null | null | llama70b_kv | 0.24749 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24573 | 32 | 1,280 | 119,520,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24874 | 32 | 1,280 | 119,520,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24874 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24915 | 32 | 1,280 | 119,560,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24714 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24925 | 32 | 1,280 | 119,570,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24634 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24573 | 32 | 1,280 | 119,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24752 | 32 | 1,280 | 119,520,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 28,672 | 8,192 | 1 | 64 | null | null | null | null | llama70b_ffn_gate_up | 0.24845 | 32 | 1,280 | 119,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.89 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.89 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.87 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.91 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.89 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 28,672 | 1 | 64 | null | null | null | null | llama70b_ffn_down | 1.89 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.89 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.89 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.91 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.92 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.88 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 128,256 | 8,192 | 1 | 64 | null | null | null | null | llama_lm_head_d8k | 1.91 | 128 | 1,002 | 1,060,000,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25459 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25645 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25491 | 128 | 64 | 134,530,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25718 | 128 | 64 | 134,520,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25594 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25549 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25536 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25587 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25507 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 29,568 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_ffn_gate_up | 0.25558 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25616 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25661 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25539 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25507 | 128 | 64 | 134,540,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25571 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25536 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25562 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25648 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25514 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 64 | 8,192 | 29,568 | 1 | 64 | null | null | null | null | qwen72b_ffn_down | 0.25606 | 128 | 64 | 134,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.3112 | 32 | 3,200 | 169,920,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31002 | 32 | 3,200 | 169,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31107 | 32 | 3,200 | 169,950,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31107 | 32 | 3,200 | 169,900,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31101 | 32 | 3,200 | 169,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.30998 | 32 | 3,200 | 169,950,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31136 | 32 | 3,200 | 169,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31107 | 32 | 3,200 | 169,950,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.31066 | 32 | 3,200 | 169,910,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 152,064 | 8,192 | 1 | 64 | null | null | null | null | qwen72b_lm_head | 0.3097 | 32 | 3,200 | 169,880,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31114 | 32 | 3,200 | 169,910,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31088 | 32 | 3,200 | 169,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.3105 | 32 | 3,200 | 169,890,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.3112 | 32 | 3,200 | 169,910,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31168 | 32 | 3,200 | 169,910,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31171 | 32 | 3,200 | 169,890,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.3111 | 32 | 3,200 | 169,930,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31098 | 32 | 3,200 | 169,970,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31056 | 32 | 3,200 | 169,890,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.31165 | 32 | 3,200 | 169,920,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03594 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03552 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03562 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03587 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03565 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03536 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03584 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03565 | 32 | 384 | 17,200,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03565 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 0.03584 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03568 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03594 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03539 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03558 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03597 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03571 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03578 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03562 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03536 | 32 | 384 | 17,200,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 0.03584 | 32 | 384 | 17,210,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82544 | 32 | 1,792 | 472,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82634 | 32 | 1,792 | 472,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82646 | 32 | 1,792 | 472,990,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82659 | 32 | 1,792 | 472,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82534 | 32 | 1,792 | 472,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82518 | 32 | 1,792 | 472,980,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.82592 | 32 | 1,792 | 472,980,000 | 122 |
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