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_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_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.44941 | 128 | 116 | 486,880,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45075 | 128 | 116 | 486,940,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45069 | 128 | 116 | 487,040,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45126 | 128 | 116 | 486,840,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45206 | 128 | 116 | 487,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.44963 | 128 | 116 | 486,960,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45142 | 128 | 116 | 487,100,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45091 | 128 | 116 | 486,990,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.44976 | 128 | 116 | 486,910,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 6,144 | 4,096 | 1 | 768 | null | null | null | null | llama8b_qkv_fused | 0.45098 | 128 | 116 | 486,830,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45178 | 128 | 116 | 487,010,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.4504 | 128 | 116 | 486,810,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45142 | 128 | 116 | 487,010,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45149 | 128 | 116 | 487,030,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45082 | 128 | 116 | 487,090,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.44986 | 128 | 116 | 486,900,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45101 | 128 | 116 | 487,110,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45171 | 128 | 116 | 486,980,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.45059 | 128 | 116 | 486,950,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 1,024 | 4,096 | 1 | 768 | null | null | null | null | llama8b_kv | 0.44979 | 128 | 116 | 486,920,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37834 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37914 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37766 | 128 | 192 | 488,470,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37882 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.3783 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37866 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.38042 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37869 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37987 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 14,336 | 4,096 | 1 | 768 | null | null | null | null | llama8b_ffn_gate_up | 0.37805 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37872 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37802 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37926 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37952 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37837 | 128 | 192 | 488,460,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.3784 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37738 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37808 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37802 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 4,096 | 14,336 | 1 | 768 | null | null | null | null | llama8b_ffn_down | 0.37802 | 128 | 192 | 488,450,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.94 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.94 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 128,256 | 4,096 | 1 | 768 | null | null | null | null | llama_lm_head_d4k | 1.94 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.96 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 8,192 | 1 | 768 | null | null | null | null | llama70b_q_or_o | 1.95 | 256 | 594 | 2,500,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01622 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01616 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01626 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01616 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01613 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01638 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01606 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01619 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01616 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 10,240 | 8,192 | 1 | 768 | null | null | null | null | llama70b_qkv_fused | 0.01616 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.01603 | 128 | 32 | 8,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.01613 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.01616 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.01629 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.0161 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.0161 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.01613 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.0159 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.01616 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 768 | 1,024 | 8,192 | 1 | 768 | null | null | null | null | llama70b_kv | 0.0161 | 128 | 32 | 8,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04877 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04931 | 128 | 100 | 52,800,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.0495 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.0489 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04899 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04915 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04864 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04867 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.04912 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 28,672 | 8,192 | 1 | 768 | null | null | null | null | llama70b_ffn_gate_up | 0.0489 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04874 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04851 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04899 | 128 | 100 | 52,790,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04893 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04909 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04906 | 128 | 100 | 52,780,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 768 | 8,192 | 28,672 | 1 | 768 | null | null | null | null | llama70b_ffn_down | 0.04848 | 128 | 100 | 52,780,000 | 254 |
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