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 | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.04272 | 128 | 96 | 50,610,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.04307 | 128 | 96 | 50,610,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 152,064 | 8,192 | 1 | 384 | null | null | null | null | qwen72b_lm_head | 0.04218 | 128 | 96 | 50,610,000 | 146 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01347 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01376 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01328 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01328 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01347 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01325 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01331 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 2,048 | 2,048 | 1 | 384 | null | null | null | null | filler_sq2k | 0.01325 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01322 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01331 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01347 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01325 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01341 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01354 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01341 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01344 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01322 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 384 | 5,120 | 5,120 | 1 | 384 | null | null | null | null | filler_sq5k | 0.01354 | 128 | 64 | 8,670,000 | 91 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11715 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11696 | 128 | 112 | 117,910,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11725 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.1175 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11651 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11674 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11696 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11702 | 128 | 112 | 117,910,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11677 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 4,096 | 4,096 | 1 | 512 | null | null | null | null | llama8b_q_or_o | 0.11686 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11706 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11709 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11731 | 128 | 112 | 117,910,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11587 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11709 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11696 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11702 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11722 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11757 | 128 | 112 | 117,910,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 512 | 6,144 | 4,096 | 1 | 512 | null | null | null | null | llama8b_qkv_fused | 0.11728 | 128 | 112 | 117,900,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09786 | 128 | 80 | 118,400,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09811 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09891 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09802 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09802 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09862 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09808 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09837 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09926 | 128 | 80 | 118,390,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 1,024 | 4,096 | 1 | 512 | null | null | null | null | llama8b_kv | 0.09779 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09802 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09869 | 128 | 80 | 118,390,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09754 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09834 | 128 | 80 | 118,390,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09766 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09837 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09968 | 128 | 80 | 118,390,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.0976 | 128 | 80 | 118,380,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09856 | 128 | 80 | 118,390,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 14,336 | 4,096 | 1 | 512 | null | null | null | null | llama8b_ffn_gate_up | 0.09837 | 128 | 80 | 118,390,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.7808 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77232 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77117 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77456 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77392 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77398 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77318 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77254 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77219 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 4,096 | 14,336 | 1 | 512 | null | null | null | null | llama8b_ffn_down | 0.77248 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77069 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77466 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77357 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77478 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77168 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77389 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77056 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.77142 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.78262 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_256x64_ldg8_f2f_stages_64x3_tn | bf16 | false | 512 | 128,256 | 4,096 | 1 | 512 | null | null | null | null | llama_lm_head_d4k | 0.7767 | 128 | 501 | 1,060,000,000 | 254 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.1305 | 128 | 128 | 135,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.12445 | 128 | 128 | 135,300,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.13123 | 128 | 128 | 135,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.1249 | 128 | 128 | 135,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.1241 | 128 | 128 | 135,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.12461 | 128 | 128 | 135,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.12426 | 128 | 128 | 135,230,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.12854 | 128 | 128 | 135,320,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.12621 | 128 | 128 | 135,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 8,192 | 8,192 | 1 | 512 | null | null | null | null | llama70b_q_or_o | 0.1256 | 128 | 128 | 135,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12758 | 128 | 128 | 135,250,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12877 | 128 | 128 | 135,300,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12522 | 128 | 128 | 135,300,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12595 | 128 | 128 | 135,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12422 | 128 | 128 | 135,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12688 | 128 | 128 | 135,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 512 | 10,240 | 8,192 | 1 | 512 | null | null | null | null | llama70b_qkv_fused | 0.12733 | 128 | 128 | 135,240,000 | 146 |
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