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_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 10,240 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_qkv_fused | 5.81 | 256 | 464 | 623,980,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 10,240 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_qkv_fused | 5.81 | 256 | 464 | 626,380,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 10,240 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_qkv_fused | 5.81 | 256 | 464 | 623,680,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 618,970,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 617,140,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 617,780,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 616,800,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.8 | 256 | 464 | 617,700,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 616,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 617,630,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 618,830,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 621,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_kv | 5.81 | 256 | 464 | 619,080,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.11 | 256 | 128 | 832,080,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.11 | 256 | 128 | 840,350,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.11 | 256 | 128 | 829,810,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.1 | 256 | 128 | 830,550,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.1 | 256 | 128 | 853,190,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.1 | 256 | 128 | 874,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.1 | 256 | 128 | 847,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.11 | 256 | 128 | 847,670,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.11 | 256 | 128 | 854,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 28,672 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_ffn_gate_up | 6.1 | 256 | 128 | 838,660,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 832,330,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 837,480,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.11 | 256 | 128 | 853,250,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 852,880,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 862,790,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.11 | 256 | 128 | 854,330,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 850,310,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.11 | 256 | 128 | 858,640,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 840,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 28,672 | 1 | 12,288 | null | null | null | null | llama70b_ffn_down | 6.1 | 256 | 128 | 849,530,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.27 | 256 | 2,376 | 3,940,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.24 | 256 | 2,376 | 4,100,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.24 | 256 | 2,376 | 4,150,000,000.000001 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.23 | 256 | 2,376 | 4,090,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.24 | 256 | 2,376 | 4,100,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.23 | 256 | 2,376 | 3,990,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.24 | 256 | 2,376 | 4,090,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.24 | 256 | 2,376 | 4,070,000,000.000001 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.23 | 256 | 2,376 | 4,160,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 8,192 | 1 | 12,288 | null | null | null | null | llama_lm_head_d8k | 29.23 | 256 | 2,376 | 4,280,000,000.000001 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.24 | 256 | 2,376 | 4,140,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.23 | 256 | 2,376 | 4,220,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.23 | 256 | 2,376 | 4,190,000,000.000001 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.22 | 256 | 2,376 | 4,160,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.22 | 256 | 2,376 | 4,120,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.25 | 256 | 2,376 | 4,120,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.24 | 256 | 2,376 | 4,210,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.24 | 256 | 2,376 | 4,140,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.25 | 256 | 2,376 | 3,950,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 29,568 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_gate_up | 29.24 | 256 | 2,376 | 4,110,000,000.000001 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11712 | 256 | 64 | 10,520,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11709 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11706 | 256 | 64 | 10,520,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11722 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11712 | 256 | 64 | 10,520,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11725 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11699 | 256 | 64 | 10,530,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11712 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11706 | 256 | 64 | 10,520,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 29,568 | 1 | 12,288 | null | null | null | null | qwen72b_ffn_down | 0.11699 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11702 | 256 | 64 | 10,520,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11728 | 256 | 64 | 10,520,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11699 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11728 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11725 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11744 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11699 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11702 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.1169 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.11722 | 256 | 64 | 10,510,000 | 226 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72413 | 256 | 240 | 128,650,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72365 | 256 | 240 | 128,650,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72291 | 256 | 240 | 128,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.7231 | 256 | 240 | 128,640,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72349 | 256 | 240 | 128,660,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72237 | 256 | 240 | 128,690,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72301 | 256 | 240 | 128,650,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72301 | 256 | 240 | 128,730,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72394 | 256 | 240 | 128,680,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.72272 | 256 | 240 | 128,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72342 | 256 | 240 | 128,730,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72323 | 256 | 240 | 128,690,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72301 | 256 | 240 | 128,540,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72317 | 256 | 240 | 128,620,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72288 | 256 | 240 | 128,590,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72368 | 256 | 240 | 128,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72384 | 256 | 240 | 128,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72362 | 256 | 240 | 128,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72282 | 256 | 240 | 128,570,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.72288 | 256 | 240 | 128,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63555 | 128 | 384 | 105,000,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63622 | 128 | 384 | 104,960,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63872 | 128 | 384 | 104,930,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63606 | 128 | 384 | 104,930,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63616 | 128 | 384 | 104,930,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.63642 | 128 | 384 | 104,900,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.6376 | 128 | 384 | 104,940,000 | 254 |
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