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_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.10259 | 128 | 336 | 118,510,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.10122 | 128 | 336 | 118,500,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 256 | 6,144 | 4,096 | 1 | 256 | null | null | null | null | llama8b_qkv_fused | 0.10141 | 128 | 336 | 118,490,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09498 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09459 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09568 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09562 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09578 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09549 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09443 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09549 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09482 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 1,024 | 4,096 | 1 | 256 | null | null | null | null | llama8b_kv | 0.09581 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09555 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09459 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09565 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09594 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09446 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09565 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09453 | 128 | 64 | 117,930,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09558 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.0953 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 14,336 | 4,096 | 1 | 256 | null | null | null | null | llama8b_ffn_gate_up | 0.09549 | 128 | 64 | 117,920,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74422 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74717 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74618 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74458 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74586 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74602 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.7456 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74458 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74602 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 4,096 | 14,336 | 1 | 256 | null | null | null | null | llama8b_ffn_down | 0.74454 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.7439 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74666 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.7439 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74525 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74506 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74509 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74736 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.7449 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74378 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 128,256 | 4,096 | 1 | 256 | null | null | null | null | llama_lm_head_d4k | 0.74221 | 128 | 2,004 | 1,060,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11094 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11088 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11104 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11168 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11133 | 128 | 384 | 135,120,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11043 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11034 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.1097 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.11024 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 8,192 | 8,192 | 1 | 256 | null | null | null | null | llama70b_q_or_o | 0.1096 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.10995 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.11094 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.11114 | 128 | 384 | 135,120,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.11075 | 128 | 384 | 135,120,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.11008 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.1113 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.11104 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.1121 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.1104 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 10,240 | 8,192 | 1 | 256 | null | null | null | null | llama70b_qkv_fused | 0.1104 | 128 | 384 | 135,110,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13638 | 128 | 640 | 169,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13488 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13395 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13578 | 128 | 640 | 169,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13539 | 128 | 640 | 169,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13626 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13488 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13459 | 128 | 640 | 169,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13526 | 128 | 640 | 169,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 1,024 | 8,192 | 1 | 256 | null | null | null | null | llama70b_kv | 0.13494 | 128 | 640 | 169,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13558 | 128 | 640 | 169,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13539 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13482 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13514 | 128 | 640 | 169,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13533 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13549 | 128 | 640 | 169,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13654 | 128 | 640 | 169,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13485 | 128 | 640 | 169,050,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13526 | 128 | 640 | 169,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 28,672 | 8,192 | 1 | 256 | null | null | null | null | llama70b_ffn_gate_up | 0.13568 | 128 | 640 | 169,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01907 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01914 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01904 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.0193 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01926 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01894 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.0193 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01936 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01923 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 8,192 | 28,672 | 1 | 256 | null | null | null | null | llama70b_ffn_down | 0.01914 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.01914 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.01952 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.0191 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.01894 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.0192 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.01904 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.0192 | 128 | 80 | 17,060,000 | 91 |
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