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_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35584 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35638 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35811 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.33338 | 128 | 384 | 470,010,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.3343 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.3327 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.33334 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.33462 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.3343 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.33363 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.33328 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.3328 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 152,064 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_lm_head | 0.33274 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33434 | 128 | 384 | 470,010,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33408 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33408 | 128 | 384 | 470,010,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33472 | 128 | 384 | 470,010,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.3353 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33424 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33402 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.3353 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.33347 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 2,048 | 2,048 | 1 | 4 | null | null | null | null | filler_sq2k | 0.3353 | 128 | 384 | 470,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 5,120 | 5,120 | 1 | 4 | null | null | null | null | filler_sq5k | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 4,096 | 1 | 8 | null | null | null | null | llama8b_q_or_o | 1.47 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.36003 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.36032 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.35958 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.35926 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.36093 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.35923 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.35994 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.35968 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.36054 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 6,144 | 4,096 | 1 | 8 | null | null | null | null | llama8b_qkv_fused | 0.36029 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.36048 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.36061 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.36016 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.36054 | 128 | 462 | 484,730,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.35971 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.35936 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.35939 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.35981 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.36067 | 128 | 462 | 484,730,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 8 | 1,024 | 4,096 | 1 | 8 | null | null | null | null | llama8b_kv | 0.36077 | 128 | 462 | 484,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.34848 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.34918 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.34928 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.34902 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.35187 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.3489 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.34931 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.35075 | 128 | 384 | 484,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.34982 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 14,336 | 4,096 | 1 | 8 | null | null | null | null | llama8b_ffn_gate_up | 0.35181 | 128 | 384 | 484,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.34979 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35248 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35107 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35046 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35043 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.34899 | 128 | 384 | 484,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35046 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35155 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.3512 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 8 | 4,096 | 14,336 | 1 | 8 | null | null | null | null | llama8b_ffn_down | 0.35216 | 128 | 384 | 484,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.83 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.83 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.85 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.83 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 128,256 | 4,096 | 1 | 8 | null | null | null | null | llama_lm_head_d4k | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.85 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.84 | 128 | 1,188 | 2,490,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 8 | 8,192 | 8,192 | 1 | 8 | null | null | null | null | llama70b_q_or_o | 1.83 | 128 | 1,188 | 2,490,000,000 | 254 |
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