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 | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.4055 | 256 | 256 | 173,440,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40589 | 256 | 256 | 173,180,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 10,240 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_qkv_fused | 0.40541 | 256 | 256 | 173,240,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51149 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51178 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51146 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51171 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51136 | 256 | 160 | 191,670,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51139 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51146 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51174 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51152 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 1,024 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_kv | 0.51194 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51171 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51158 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.5113 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51142 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51152 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51142 | 256 | 160 | 191,670,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51146 | 256 | 160 | 191,660,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51178 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51226 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 28,672 | 8,192 | 1 | 16,384 | null | null | null | null | llama70b_ffn_gate_up | 0.51181 | 256 | 160 | 191,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06144 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.0615 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06125 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06134 | 256 | 80 | 25,200,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06141 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06131 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06131 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06128 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06131 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 28,672 | 1 | 16,384 | null | null | null | null | llama70b_ffn_down | 0.06147 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06138 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06131 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06141 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06138 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06141 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06134 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06128 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06138 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06138 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 128,256 | 8,192 | 1 | 16,384 | null | null | null | null | llama_lm_head_d8k | 0.06131 | 256 | 80 | 25,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 539,680,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 539,700,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 538,370,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 538,910,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 536,190,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 539,770,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 536,650,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 539,630,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 539,970,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 29,568 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_gate_up | 1.27 | 256 | 448 | 539,610,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,790,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 538,870,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 537,640,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,480,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,960,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,930,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,940,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,480,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 539,980,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 8,192 | 29,568 | 1 | 16,384 | null | null | null | null | qwen72b_ffn_down | 1.27 | 256 | 448 | 538,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 582,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 582,010,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 582,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 152,064 | 8,192 | 1 | 16,384 | null | null | null | null | qwen72b_lm_head | 1.14 | 256 | 512 | 582,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 582,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x256_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 2,048 | 2,048 | 1 | 16,384 | null | null | null | null | filler_sq2k | 1.14 | 256 | 512 | 581,990,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x128_ldg8_f2f_stages_64x3_tn | bf16 | false | 16,384 | 5,120 | 5,120 | 1 | 16,384 | null | null | null | null | filler_sq5k | 4.81 | 256 | 2,004 | 2,390,000,000 | 238 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.0688 | 32 | 1,536 | 34,030,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06662 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06704 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.0673 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06685 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06714 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06678 | 32 | 1,536 | 33,670,000 | 122 |
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