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 | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01914 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01904 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.01898 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01917 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01917 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01917 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01898 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01914 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01888 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01901 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01914 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01917 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.01894 | 32 | 128 | 8,420,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10022 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10074 | 32 | 320 | 52,520,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10045 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10051 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10195 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10048 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10003 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.09981 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.10166 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.0992 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.10026 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.10022 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.10006 | 32 | 320 | 52,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.1 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.09981 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.09942 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.10099 | 32 | 320 | 52,530,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.0999 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.1 | 32 | 320 | 52,520,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.10045 | 32 | 320 | 52,510,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06694 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06739 | 32 | 1,536 | 33,760,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.0671 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06688 | 32 | 1,536 | 33,760,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06694 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06726 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06774 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06778 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06746 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.06714 | 32 | 1,536 | 33,770,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.0671 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06736 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06675 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06726 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06736 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06749 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06714 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06762 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06675 | 32 | 1,536 | 33,750,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.06803 | 32 | 1,536 | 33,760,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09158 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09158 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09232 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.0921 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.0921 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09155 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09213 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09197 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09158 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09197 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09165 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09158 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09174 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09155 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09162 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09146 | 32 | 384 | 50,460,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09149 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09155 | 32 | 384 | 50,460,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09206 | 32 | 384 | 50,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09174 | 32 | 384 | 50,460,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02067 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02042 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.0207 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.0209 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02058 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02048 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02077 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02086 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02086 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.02077 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02074 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02051 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02064 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02032 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.0208 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02058 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02054 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02077 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02064 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.02035 | 32 | 384 | 8,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.21664 | 32 | 896 | 117,740,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.21658 | 32 | 896 | 117,730,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.21664 | 32 | 896 | 117,730,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.21674 | 32 | 896 | 117,740,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.21686 | 32 | 896 | 117,730,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.21664 | 32 | 896 | 117,730,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.2169 | 32 | 896 | 117,730,000 | 122 |
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