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_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09277 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09312 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_s16816gemm_bf16_128x64_ldg8_stages_64x4_tn | bf16 | false | 1,024 | 14,336 | 4,096 | 1 | 1,024 | null | null | null | null | llama8b_ffn_gate_up | 0.09261 | 128 | 96 | 119,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.78288 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.79363 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.78086 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.79213 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.78205 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.7905 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.78282 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.80269 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.7849 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 4,096 | 14,336 | 1 | 1,024 | null | null | null | null | llama8b_ffn_down | 0.78554 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.7823 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.79494 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78557 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78598 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78845 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.79021 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78438 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78394 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78326 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 128,256 | 4,096 | 1 | 1,024 | null | null | null | null | llama_lm_head_d4k | 0.78326 | 128 | 501 | 1,070,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11693 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11693 | 128 | 64 | 135,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11664 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11715 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11648 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11632 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11696 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11779 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11578 | 128 | 64 | 135,300,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_q_or_o | 0.11706 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11661 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.1167 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11574 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11571 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11613 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11776 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11766 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11702 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11683 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 10,240 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_qkv_fused | 0.11744 | 128 | 64 | 135,290,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13837 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13955 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13882 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13811 | 128 | 80 | 168,860,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13923 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13856 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.1384 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13792 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13747 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 1,024 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_kv | 0.13866 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13958 | 128 | 80 | 168,860,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13859 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13869 | 128 | 80 | 168,850,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13773 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13738 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13885 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13997 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13853 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13882 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 28,672 | 8,192 | 1 | 1,024 | null | null | null | null | llama70b_ffn_gate_up | 0.13859 | 128 | 80 | 168,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02048 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02038 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02026 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02058 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02019 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02042 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02026 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02035 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02022 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 8,192 | 28,672 | 1 | 1,024 | null | null | null | null | llama70b_ffn_down | 0.02048 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02029 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02051 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.0201 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02042 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02019 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02016 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02042 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02045 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02029 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,024 | 128,256 | 8,192 | 1 | 1,024 | null | null | null | null | llama_lm_head_d8k | 0.02042 | 128 | 64 | 17,840,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45043 | 128 | 112 | 473,100,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45184 | 128 | 112 | 472,630,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45136 | 128 | 112 | 472,660,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45354 | 128 | 112 | 472,590,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45043 | 128 | 112 | 472,930,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45018 | 128 | 112 | 472,660,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45075 | 128 | 112 | 472,610,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.44822 | 128 | 112 | 472,900,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.45235 | 128 | 112 | 472,610,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 29,568 | 8,192 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_gate_up | 0.44893 | 128 | 112 | 472,630,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.452 | 128 | 112 | 472,600,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.44909 | 128 | 112 | 473,010,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.45293 | 128 | 112 | 472,960,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.45091 | 128 | 112 | 472,760,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.4489 | 128 | 112 | 473,060,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.4497 | 128 | 112 | 472,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 1,024 | 8,192 | 29,568 | 1 | 1,024 | null | null | null | null | qwen72b_ffn_down | 0.44909 | 128 | 112 | 472,910,000 | 254 |
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