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 | 1,536 | 5,120 | 5,120 | 1 | 1,536 | null | null | null | null | filler_sq5k | 0.01638 | 128 | 64 | 9,450,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,536 | 5,120 | 5,120 | 1 | 1,536 | null | null | null | null | filler_sq5k | 0.01635 | 128 | 64 | 9,450,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 1,536 | 5,120 | 5,120 | 1 | 1,536 | null | null | null | null | filler_sq5k | 0.01651 | 128 | 64 | 9,450,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12435 | 256 | 168 | 125,060,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12454 | 256 | 168 | 125,180,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12646 | 256 | 168 | 125,130,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.1239 | 256 | 168 | 125,070,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12506 | 256 | 168 | 125,020,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12256 | 256 | 168 | 125,090,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12486 | 256 | 168 | 124,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12429 | 256 | 168 | 125,060,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12406 | 256 | 168 | 125,070,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_q_or_o | 0.12346 | 256 | 168 | 125,220,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12454 | 256 | 168 | 125,090,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.1239 | 256 | 168 | 125,160,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12579 | 256 | 168 | 125,110,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12528 | 256 | 168 | 125,110,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.1233 | 256 | 168 | 125,100,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12656 | 256 | 168 | 124,980,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12742 | 256 | 168 | 125,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12358 | 256 | 168 | 125,030,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.12752 | 256 | 168 | 125,030,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 6,144 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_qkv_fused | 0.1248 | 256 | 168 | 125,110,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10586 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10694 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10576 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10602 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.1063 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10723 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10605 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10742 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10522 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_kv | 0.10672 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10682 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10531 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10618 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10573 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10547 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10637 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10602 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10704 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.10717 | 128 | 96 | 121,140,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 14,336 | 4,096 | 1 | 2,048 | null | null | null | null | llama8b_ffn_gate_up | 0.1072 | 128 | 96 | 121,130,000 | 246 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.83027 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.82704 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.82749 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.82845 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.83133 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.82941 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.82982 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.83011 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.83152 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 4,096 | 14,336 | 1 | 2,048 | null | null | null | null | llama8b_ffn_down | 0.83421 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82832 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82854 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82896 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82861 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82618 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82726 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.83146 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.8319 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.82813 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 128,256 | 4,096 | 1 | 2,048 | null | null | null | null | llama_lm_head_d4k | 0.8303 | 256 | 501 | 1,080,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13546 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.1351 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13629 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.1359 | 256 | 96 | 136,350,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13613 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13536 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13699 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13686 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13581 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 8,192 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_q_or_o | 0.13491 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13661 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13514 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13629 | 256 | 96 | 136,350,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13661 | 256 | 96 | 136,360,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13574 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13616 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13626 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13581 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13664 | 256 | 96 | 136,360,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 10,240 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_qkv_fused | 0.13699 | 256 | 96 | 136,340,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14435 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14349 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14426 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14432 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14416 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14426 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14358 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14458 | 256 | 80 | 169,900,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.14582 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 1,024 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_kv | 0.1441 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.14368 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.1449 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.14518 | 256 | 80 | 169,910,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.1441 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.14419 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.1439 | 256 | 80 | 169,890,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 2,048 | 28,672 | 8,192 | 1 | 2,048 | null | null | null | null | llama70b_ffn_gate_up | 0.14554 | 256 | 80 | 169,900,000 | 238 |
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