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 | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.13472 | 256 | 96 | 54,550,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.13462 | 256 | 96 | 54,550,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 152,064 | 8,192 | 1 | 12,288 | null | null | null | null | qwen72b_lm_head | 0.13469 | 256 | 96 | 54,570,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03158 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03155 | 128 | 96 | 12,610,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03142 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03142 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03139 | 128 | 96 | 12,610,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03133 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03146 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03155 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03142 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 2,048 | 2,048 | 1 | 12,288 | null | null | null | null | filler_sq2k | 0.03149 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03126 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03165 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03158 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03149 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03158 | 128 | 96 | 12,610,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03152 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03146 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03165 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03146 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 12,288 | 5,120 | 5,120 | 1 | 12,288 | null | null | null | null | filler_sq5k | 0.03152 | 128 | 96 | 12,600,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39357 | 256 | 224 | 136,070,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39331 | 256 | 224 | 136,090,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39309 | 256 | 224 | 136,060,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39331 | 256 | 224 | 136,110,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39344 | 256 | 224 | 136,090,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39334 | 256 | 224 | 136,080,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39334 | 256 | 224 | 136,060,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39341 | 256 | 224 | 136,100,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39331 | 256 | 224 | 136,070,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_q_or_o | 0.39331 | 256 | 224 | 136,070,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39328 | 256 | 224 | 136,130,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39315 | 256 | 224 | 136,090,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39302 | 256 | 224 | 136,070,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39315 | 256 | 224 | 136,050,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39325 | 256 | 224 | 136,060,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39322 | 256 | 224 | 136,020,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39325 | 256 | 224 | 136,120,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39312 | 256 | 224 | 136,150,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39354 | 256 | 224 | 136,100,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 6,144 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_qkv_fused | 0.39318 | 256 | 224 | 136,100,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31962 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31987 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.3192 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.3193 | 256 | 192 | 145,460,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31984 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31981 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31853 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31936 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.31952 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_kv | 0.32 | 256 | 192 | 145,460,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.32013 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.31907 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.3193 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.31981 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.32032 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.31869 | 256 | 192 | 145,460,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.3191 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.31949 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.31984 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 14,336 | 4,096 | 1 | 16,384 | null | null | null | null | llama8b_ffn_gate_up | 0.31904 | 256 | 192 | 145,450,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 4,096 | 14,336 | 1 | 16,384 | null | null | null | null | llama8b_ffn_down | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 4,096 | 1 | 16,384 | null | null | null | null | llama_lm_head_d4k | 2.47 | 256 | 2,004 | 1,260,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40576 | 256 | 256 | 173,410,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40634 | 256 | 256 | 173,430,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40557 | 256 | 256 | 173,120,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.4055 | 256 | 256 | 173,480,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40541 | 256 | 256 | 173,290,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40528 | 256 | 256 | 173,510,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40483 | 256 | 256 | 173,470,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40541 | 256 | 256 | 173,460,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40576 | 256 | 256 | 172,980,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_q_or_o | 0.40573 | 256 | 256 | 173,550,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40547 | 256 | 256 | 173,500,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40474 | 256 | 256 | 173,480,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.4056 | 256 | 256 | 173,440,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40528 | 256 | 256 | 173,470,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40605 | 256 | 256 | 173,460,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40563 | 256 | 256 | 173,350,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40512 | 256 | 256 | 173,370,000 | 238 |
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