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_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 152,064 | 8,192 | 1 | 8,192 | null | null | null | null | qwen72b_lm_head | 2.07 | 128 | 320 | 310,880,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 152,064 | 8,192 | 1 | 8,192 | null | null | null | null | qwen72b_lm_head | 2.07 | 128 | 320 | 308,180,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 152,064 | 8,192 | 1 | 8,192 | null | null | null | null | qwen72b_lm_head | 2.07 | 128 | 320 | 313,230,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 305,360,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.08 | 128 | 320 | 308,960,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.08 | 128 | 320 | 304,780,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 308,960,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 308,960,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 307,030,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 308,100,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 307,400,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 310,140,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 2,048 | 2,048 | 1 | 8,192 | null | null | null | null | filler_sq2k | 2.07 | 128 | 320 | 308,380,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.4224 | 128 | 32 | 25,210,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.4223 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.4225 | 128 | 32 | 25,270,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42198 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42221 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42195 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42208 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42205 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42256 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 8,192 | 5,120 | 5,120 | 1 | 8,192 | null | null | null | null | filler_sq5k | 0.42205 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.4223 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42208 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42227 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42179 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.4224 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42214 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42234 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42208 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42218 | 128 | 32 | 25,200,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_q_or_o | 0.42198 | 128 | 32 | 25,210,000 | 254 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 600,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 597,910,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.75 | 256 | 448 | 599,870,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 597,550,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 596,630,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 599,050,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 597,820,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 596,850,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 598,340,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 6,144 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_qkv_fused | 5.76 | 256 | 448 | 598,170,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 596,200,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 599,390,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.75 | 256 | 448 | 602,260,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 598,510,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 596,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 598,190,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 599,950,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 598,190,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 600,220,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 1,024 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_kv | 5.76 | 256 | 448 | 601,060,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.93 | 256 | 128 | 810,440,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 818,960,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 811,450,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 812,960,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 819,520,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 816,760,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 822,370,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 799,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 805,570,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 14,336 | 4,096 | 1 | 12,288 | null | null | null | null | llama8b_ffn_gate_up | 5.92 | 256 | 128 | 805,730,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 833,090,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 812,820,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 823,100,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 820,850,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 830,790,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 813,580,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 800,600,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 813,700,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 807,230,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 4,096 | 14,336 | 1 | 12,288 | null | null | null | null | llama8b_ffn_down | 5.92 | 256 | 128 | 822,970,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.76 | 256 | 2,004 | 3,310,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.75 | 256 | 2,004 | 3,370,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.75 | 256 | 2,004 | 3,370,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.76 | 256 | 2,004 | 3,480,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.77 | 256 | 2,004 | 3,460,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.77 | 256 | 2,004 | 3,320,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.76 | 256 | 2,004 | 3,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.77 | 256 | 2,004 | 3,280,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.77 | 256 | 2,004 | 3,410,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 128,256 | 4,096 | 1 | 12,288 | null | null | null | null | llama_lm_head_d4k | 24.76 | 256 | 2,004 | 3,400,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.76 | 256 | 2,004 | 3,340,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.75 | 256 | 2,004 | 3,390,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.71 | 256 | 2,004 | 3,260,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.76 | 256 | 2,004 | 3,390,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.77 | 256 | 2,004 | 3,420,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.77 | 256 | 2,004 | 3,370,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.77 | 256 | 2,004 | 3,370,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.76 | 256 | 2,004 | 3,450,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.77 | 256 | 2,004 | 3,440,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_256x128_ldg8_f2f_tn | fp16 | false | 12,288 | 8,192 | 8,192 | 1 | 12,288 | null | null | null | null | llama70b_q_or_o | 24.77 | 256 | 2,004 | 3,380,000,000 | 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 | 5.82 | 256 | 464 | 622,180,000 | 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 | 5.82 | 256 | 464 | 626,430,000 | 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 | 627,710,000 | 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 | 622,620,000 | 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 | 620,460,000 | 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 | 619,610,000 | 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 | 624,530,000 | 238 |
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