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_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93802 | 128 | 116 | 486,940,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93482 | 128 | 116 | 486,940,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 10,240 | 8,192 | 1 | 384 | null | null | null | null | llama70b_qkv_fused | 0.93789 | 128 | 116 | 486,920,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93766 | 128 | 116 | 486,860,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93875 | 128 | 116 | 486,910,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93869 | 128 | 116 | 487,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93437 | 128 | 116 | 486,970,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.9391 | 128 | 116 | 486,930,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93818 | 128 | 116 | 487,020,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93763 | 128 | 116 | 486,950,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93731 | 128 | 116 | 486,920,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93907 | 128 | 116 | 487,100,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 1,024 | 8,192 | 1 | 384 | null | null | null | null | llama70b_kv | 0.93955 | 128 | 116 | 486,920,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,550,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,490,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.39 | 128 | 64 | 486,560,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,650,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,590,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,610,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,490,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,530,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 28,672 | 8,192 | 1 | 384 | null | null | null | null | llama70b_ffn_gate_up | 1.4 | 128 | 64 | 486,530,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.39 | 128 | 64 | 486,570,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.39 | 128 | 64 | 486,520,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.39 | 128 | 64 | 486,570,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.4 | 128 | 64 | 486,480,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.4 | 128 | 64 | 486,540,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.4 | 128 | 64 | 486,520,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.4 | 128 | 64 | 486,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.39 | 128 | 64 | 486,470,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.4 | 128 | 64 | 486,510,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 8,192 | 28,672 | 1 | 384 | null | null | null | null | llama70b_ffn_down | 1.4 | 128 | 64 | 486,490,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.54 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.54 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.51 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 128,256 | 8,192 | 1 | 384 | null | null | null | null | llama_lm_head_d8k | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.54 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.54 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.51 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.52 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_ldg8_f2f_stages_32x1_tn | fp16 | false | 384 | 29,568 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_ffn_gate_up | 4.53 | 128 | 594 | 2,510,000,000 | 234 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02294 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02288 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02278 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02278 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02301 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.0231 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02262 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02298 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.02298 | 128 | 64 | 8,550,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 8,192 | 29,568 | 1 | 384 | null | null | null | null | qwen72b_ffn_down | 0.0232 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02298 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02301 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02304 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02301 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02298 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02307 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02288 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02288 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02288 | 128 | 64 | 8,540,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_32x32_128x2_tn_align8>(T1::Params) | fp16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.02285 | 128 | 64 | 8,550,000 | 80 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17722 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17734 | 128 | 40 | 52,800,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17562 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17834 | 128 | 40 | 52,800,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17827 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.1768 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17674 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17674 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.17757 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.1776 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17677 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17658 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17946 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17661 | 128 | 40 | 52,790,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17658 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17715 | 128 | 40 | 52,800,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17693 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17613 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17766 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.17728 | 128 | 40 | 52,780,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08742 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08659 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.0871 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08726 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.0871 | 128 | 64 | 34,110,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08755 | 128 | 64 | 34,100,000 | 222 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_64x64_sliced1x4_ldg8_f2f_tn | fp16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.08717 | 128 | 64 | 34,110,000 | 222 |
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