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 | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06675 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06659 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 4,096 | 1 | 1 | null | null | null | null | llama8b_q_or_o | 0.06701 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06656 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06662 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.0673 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06701 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06698 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06685 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06634 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06685 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.0672 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 6,144 | 4,096 | 1 | 1 | null | null | null | null | llama8b_qkv_fused | 0.06698 | 32 | 1,536 | 33,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09171 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09149 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09178 | 32 | 384 | 50,410,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09142 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09139 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09126 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09219 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09158 | 32 | 384 | 50,410,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09174 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 4,096 | 1 | 1 | null | null | null | null | llama8b_kv | 0.09158 | 32 | 384 | 50,410,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09146 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.0913 | 32 | 384 | 50,410,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09187 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09146 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09155 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09126 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09162 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09126 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09171 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 14,336 | 4,096 | 1 | 1 | null | null | null | null | llama8b_ffn_gate_up | 0.09133 | 32 | 384 | 50,400,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.0208 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02064 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02042 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02067 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02093 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02035 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02042 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.0207 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02074 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 4,096 | 14,336 | 1 | 1 | null | null | null | null | llama8b_ffn_down | 0.02032 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.0207 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02051 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02086 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02016 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02067 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.0209 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02067 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02064 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02032 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 128,256 | 4,096 | 1 | 1 | null | null | null | null | llama_lm_head_d4k | 0.02067 | 32 | 384 | 8,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21622 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.2159 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.216 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21603 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21648 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21718 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21536 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21344 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21485 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 8,192 | 1 | 1 | null | null | null | null | llama70b_q_or_o | 0.21504 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21606 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21587 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21654 | 32 | 896 | 117,610,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21494 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21606 | 32 | 896 | 117,610,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.216 | 32 | 896 | 117,610,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21603 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21693 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.2167 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 10,240 | 8,192 | 1 | 1 | null | null | null | null | llama70b_qkv_fused | 0.21578 | 32 | 896 | 117,600,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22976 | 32 | 1,536 | 117,680,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22899 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22922 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22883 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22928 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22906 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22877 | 32 | 1,536 | 117,680,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22966 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22918 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 1,024 | 8,192 | 1 | 1 | null | null | null | null | llama70b_kv | 0.22909 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22902 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22947 | 32 | 1,536 | 117,680,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22909 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22947 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22835 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.2288 | 32 | 1,536 | 117,660,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22912 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22995 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.22938 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 28,672 | 8,192 | 1 | 1 | null | null | null | null | llama70b_ffn_gate_up | 0.2295 | 32 | 1,536 | 117,670,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 1 | 8,192 | 28,672 | 1 | 1 | null | null | null | null | llama70b_ffn_down | 1.81 | 32 | 8,016 | 1,050,000,000 | 122 |
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