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 | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.0191 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.0191 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_s16816gemm_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 256 | 128,256 | 8,192 | 1 | 256 | null | null | null | null | llama_lm_head_d8k | 0.01933 | 128 | 80 | 17,060,000 | 91 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36083 | 128 | 448 | 471,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36106 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36227 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.3617 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36006 | 128 | 448 | 471,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36125 | 128 | 448 | 471,710,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36013 | 128 | 448 | 471,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36134 | 128 | 448 | 471,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36195 | 128 | 448 | 471,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 29,568 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_ffn_gate_up | 0.36237 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.35856 | 128 | 448 | 471,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36218 | 128 | 448 | 471,680,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36077 | 128 | 448 | 471,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36234 | 128 | 448 | 471,720,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.35914 | 128 | 448 | 471,730,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36131 | 128 | 448 | 471,710,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36134 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36285 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36125 | 128 | 448 | 471,700,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 256 | 8,192 | 29,568 | 1 | 256 | null | null | null | null | qwen72b_ffn_down | 0.36038 | 128 | 448 | 471,690,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33651 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33824 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.34112 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33546 | 128 | 384 | 471,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33744 | 128 | 384 | 471,560,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33763 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33814 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33578 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33597 | 128 | 384 | 471,550,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 152,064 | 8,192 | 1 | 256 | null | null | null | null | qwen72b_lm_head | 0.33776 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33824 | 128 | 384 | 471,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33712 | 128 | 384 | 471,550,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.3377 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33565 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.336 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33827 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33706 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33597 | 128 | 384 | 471,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33651 | 128 | 384 | 471,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 2,048 | 2,048 | 1 | 256 | null | null | null | null | filler_sq2k | 0.33597 | 128 | 384 | 471,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.49 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 256 | 5,120 | 5,120 | 1 | 256 | null | null | null | null | filler_sq5k | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.5 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.49 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 4,096 | 1 | 384 | null | null | null | null | llama8b_q_or_o | 1.49 | 128 | 2,004 | 2,110,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.364 | 128 | 462 | 486,510,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36454 | 128 | 462 | 486,500,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36502 | 128 | 462 | 486,560,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36365 | 128 | 462 | 486,500,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36394 | 128 | 462 | 486,550,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36448 | 128 | 462 | 486,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36422 | 128 | 462 | 486,570,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36499 | 128 | 462 | 486,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36394 | 128 | 462 | 486,570,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 6,144 | 4,096 | 1 | 384 | null | null | null | null | llama8b_qkv_fused | 0.36445 | 128 | 462 | 486,510,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36397 | 128 | 462 | 486,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36291 | 128 | 462 | 486,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36432 | 128 | 462 | 486,560,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36352 | 128 | 462 | 486,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36362 | 128 | 462 | 486,550,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36528 | 128 | 462 | 486,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36339 | 128 | 462 | 486,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36333 | 128 | 462 | 486,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36435 | 128 | 462 | 486,540,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 384 | 1,024 | 4,096 | 1 | 384 | null | null | null | null | llama8b_kv | 0.36278 | 128 | 462 | 486,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35347 | 128 | 384 | 486,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35194 | 128 | 384 | 486,260,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35258 | 128 | 384 | 486,310,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35245 | 128 | 384 | 486,290,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35098 | 128 | 384 | 486,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35184 | 128 | 384 | 486,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35603 | 128 | 384 | 486,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.3527 | 128 | 384 | 486,310,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35392 | 128 | 384 | 486,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 14,336 | 4,096 | 1 | 384 | null | null | null | null | llama8b_ffn_gate_up | 0.35222 | 128 | 384 | 486,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.35229 | 128 | 384 | 486,300,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.35286 | 128 | 384 | 486,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.35366 | 128 | 384 | 486,280,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.35254 | 128 | 384 | 486,260,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.3505 | 128 | 384 | 486,260,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.35104 | 128 | 384 | 486,270,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 384 | 4,096 | 14,336 | 1 | 384 | null | null | null | null | llama8b_ffn_down | 0.35533 | 128 | 384 | 486,270,000 | 146 |
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