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 | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 0.0327 | 128 | 64 | 33,640,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 0.03283 | 128 | 64 | 33,640,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 32 | 29,568 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_ffn_gate_up | 0.0327 | 128 | 64 | 33,640,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04294 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.0424 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.0431 | 128 | 96 | 50,410,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04291 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04278 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04288 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04288 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04259 | 128 | 96 | 50,430,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.04278 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 8,192 | 29,568 | 1 | 32 | null | null | null | null | qwen72b_ffn_down | 0.0425 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04253 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04285 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04294 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04349 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04298 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04282 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04333 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04224 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.0425 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 32 | 152,064 | 8,192 | 1 | 32 | null | null | null | null | qwen72b_lm_head | 0.04288 | 128 | 96 | 50,420,000 | 146 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01277 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01267 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01264 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01286 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01261 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01299 | 128 | 80 | 8,470,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.0127 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01296 | 128 | 80 | 8,470,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01286 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 2,048 | 2,048 | 1 | 32 | null | null | null | null | filler_sq2k | 0.01293 | 128 | 80 | 8,470,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01318 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01312 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01299 | 128 | 80 | 8,470,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.0128 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01283 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.0129 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01274 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01264 | 128 | 80 | 8,470,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01309 | 128 | 80 | 8,480,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 32 | 5,120 | 5,120 | 1 | 32 | null | null | null | null | filler_sq5k | 0.01293 | 128 | 80 | 8,470,000 | 91 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.1008 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.1001 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.10154 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.1007 | 128 | 336 | 117,980,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.10019 | 128 | 336 | 117,980,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.1008 | 128 | 336 | 117,980,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.10064 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.10064 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.1009 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 4,096 | 4,096 | 1 | 64 | null | null | null | null | llama8b_q_or_o | 0.10045 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10038 | 128 | 336 | 117,960,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10106 | 128 | 336 | 117,980,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10074 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10128 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10093 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10013 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.1008 | 128 | 336 | 117,980,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10112 | 128 | 336 | 117,980,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10131 | 128 | 336 | 117,970,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 64 | 6,144 | 4,096 | 1 | 64 | null | null | null | null | llama8b_qkv_fused | 0.10051 | 128 | 336 | 117,990,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09437 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09523 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09549 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09501 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09434 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09437 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09466 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09514 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09539 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 1,024 | 4,096 | 1 | 64 | null | null | null | null | llama8b_kv | 0.09581 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09523 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09568 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09629 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.096 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.0944 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09491 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09482 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09555 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09478 | 128 | 64 | 117,710,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 64 | 14,336 | 4,096 | 1 | 64 | null | null | null | null | llama8b_ffn_gate_up | 0.09558 | 128 | 64 | 117,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73562 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73606 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73277 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73408 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73459 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73501 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73475 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73238 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73475 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 4,096 | 14,336 | 1 | 64 | null | null | null | null | llama8b_ffn_down | 0.73306 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.73482 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.73347 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.73427 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.73395 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.73686 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.7344 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 64 | 128,256 | 4,096 | 1 | 64 | null | null | null | null | llama_lm_head_d4k | 0.73571 | 128 | 2,004 | 1,050,000,000 | 146 |
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