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 | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.13043 | 128 | 128 | 135,360,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12621 | 128 | 128 | 135,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12646 | 128 | 128 | 135,360,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.13939 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14058 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14013 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14102 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.1449 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14058 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14141 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14128 | 128 | 160 | 169,300,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.14166 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 1,024 | 8,192 | 1 | 512 | null | null | null | null | llama70b_kv | 0.1399 | 128 | 160 | 169,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.14099 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.14032 | 128 | 160 | 169,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.14099 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.13978 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.1415 | 128 | 160 | 169,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.13907 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.14198 | 128 | 160 | 169,310,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.13968 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.14061 | 128 | 160 | 169,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 28,672 | 8,192 | 1 | 512 | null | null | null | null | llama70b_ffn_gate_up | 0.14083 | 128 | 160 | 169,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01968 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01926 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01939 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01981 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01933 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01958 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01974 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01958 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01946 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 8,192 | 28,672 | 1 | 512 | null | null | null | null | llama70b_ffn_down | 0.01939 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.0201 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01936 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01946 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01958 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01942 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01965 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01952 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01952 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01946 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 128,256 | 8,192 | 1 | 512 | null | null | null | null | llama_lm_head_d8k | 0.01949 | 128 | 72 | 17,320,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.4489 | 128 | 112 | 471,360,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.4489 | 128 | 112 | 471,210,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.44784 | 128 | 112 | 471,310,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.45066 | 128 | 112 | 471,230,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.44755 | 128 | 112 | 471,270,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.44896 | 128 | 112 | 471,320,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.4479 | 128 | 112 | 471,420,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.44989 | 128 | 112 | 471,170,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.4479 | 128 | 112 | 471,350,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 29,568 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_ffn_gate_up | 0.44829 | 128 | 112 | 471,290,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44918 | 128 | 112 | 471,250,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.4496 | 128 | 112 | 471,300,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44893 | 128 | 112 | 471,270,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44864 | 128 | 112 | 471,200,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44864 | 128 | 112 | 471,330,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44886 | 128 | 112 | 471,190,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44973 | 128 | 112 | 471,300,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.45034 | 128 | 112 | 471,150,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.45101 | 128 | 112 | 471,260,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 8,192 | 29,568 | 1 | 512 | null | null | null | null | qwen72b_ffn_down | 0.44749 | 128 | 112 | 471,280,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36006 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36208 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.3609 | 128 | 192 | 473,730,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36211 | 128 | 192 | 473,720,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36211 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36205 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36013 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36157 | 128 | 192 | 473,710,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36314 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 152,064 | 8,192 | 1 | 512 | null | null | null | null | qwen72b_lm_head | 0.36102 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36371 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36125 | 128 | 192 | 473,720,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36179 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36019 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36134 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36096 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36189 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36096 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36115 | 128 | 192 | 473,720,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 2,048 | 2,048 | 1 | 512 | null | null | null | null | filler_sq2k | 0.36019 | 128 | 192 | 473,700,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.62 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.62 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 5,120 | 5,120 | 1 | 512 | null | null | null | null | filler_sq5k | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.62 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 4,096 | 1 | 768 | null | null | null | null | llama8b_q_or_o | 1.61 | 256 | 501 | 2,110,000,000 | 238 |
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