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_64x5_tn | bf16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.33722 | 128 | 384 | 470,660,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.33862 | 128 | 384 | 470,660,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 2,048 | 2,048 | 1 | 64 | null | null | null | null | filler_sq2k | 0.33514 | 128 | 384 | 470,680,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.49 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.49 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 5,120 | 5,120 | 1 | 64 | null | null | null | null | filler_sq5k | 1.49 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.49 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.49 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 4,096 | 1 | 128 | null | null | null | null | llama8b_q_or_o | 1.48 | 128 | 2,004 | 2,100,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36186 | 128 | 462 | 485,500,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36208 | 128 | 462 | 485,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36118 | 128 | 462 | 485,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36262 | 128 | 462 | 485,480,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36122 | 128 | 462 | 485,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36112 | 128 | 462 | 485,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36112 | 128 | 462 | 485,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36147 | 128 | 462 | 485,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36144 | 128 | 462 | 485,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 6,144 | 4,096 | 1 | 128 | null | null | null | null | llama8b_qkv_fused | 0.36176 | 128 | 462 | 485,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36093 | 128 | 462 | 485,510,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36314 | 128 | 462 | 485,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36294 | 128 | 462 | 485,510,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36109 | 128 | 462 | 485,500,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36058 | 128 | 462 | 485,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36253 | 128 | 462 | 485,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36246 | 128 | 462 | 485,510,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36339 | 128 | 462 | 485,490,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36195 | 128 | 462 | 485,510,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 128 | 1,024 | 4,096 | 1 | 128 | null | null | null | null | llama8b_kv | 0.36246 | 128 | 462 | 485,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.3528 | 128 | 384 | 485,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.34944 | 128 | 384 | 485,390,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.3505 | 128 | 384 | 485,390,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.35114 | 128 | 384 | 485,360,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.352 | 128 | 384 | 485,400,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.35242 | 128 | 384 | 485,440,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.3496 | 128 | 384 | 485,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.35277 | 128 | 384 | 485,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.35251 | 128 | 384 | 485,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 14,336 | 4,096 | 1 | 128 | null | null | null | null | llama8b_ffn_gate_up | 0.352 | 128 | 384 | 485,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35235 | 128 | 384 | 485,400,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35082 | 128 | 384 | 485,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35066 | 128 | 384 | 485,410,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35213 | 128 | 384 | 485,440,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35283 | 128 | 384 | 485,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35373 | 128 | 384 | 485,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35014 | 128 | 384 | 485,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35037 | 128 | 384 | 485,390,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35178 | 128 | 384 | 485,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 128 | 4,096 | 14,336 | 1 | 128 | null | null | null | null | llama8b_ffn_down | 0.35066 | 128 | 384 | 485,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.88 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.88 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 128,256 | 4,096 | 1 | 128 | null | null | null | null | llama_lm_head_d4k | 1.88 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.86 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.86 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.87 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.88 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.88 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 128 | 8,192 | 8,192 | 1 | 128 | null | null | null | null | llama70b_q_or_o | 1.88 | 128 | 1,188 | 2,500,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.0127 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01264 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01286 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01261 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01258 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01274 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01274 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01264 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01274 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 10,240 | 8,192 | 1 | 128 | null | null | null | null | llama70b_qkv_fused | 0.01261 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.0127 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.01264 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.01283 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.01264 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.0128 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.0128 | 128 | 96 | 8,440,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 128 | 1,024 | 8,192 | 1 | 128 | null | null | null | null | llama70b_kv | 0.01277 | 128 | 96 | 8,440,000 | 91 |
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