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 | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09216 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.0919 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 4,096 | 1 | 16 | null | null | null | null | llama8b_kv | 0.09197 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.09162 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.09171 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.09248 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.09187 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.09197 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.092 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.092 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.092 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.09222 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 14,336 | 4,096 | 1 | 16 | null | null | null | null | llama8b_ffn_gate_up | 0.0921 | 32 | 384 | 50,540,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.0209 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.02122 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.02109 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.0209 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.02077 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.0207 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.02074 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.0209 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.02035 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 4,096 | 14,336 | 1 | 16 | null | null | null | null | llama8b_ffn_down | 0.02083 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02067 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02042 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02067 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.0207 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02093 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02086 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02067 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02106 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02064 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 128,256 | 4,096 | 1 | 16 | null | null | null | null | llama_lm_head_d4k | 0.02083 | 32 | 384 | 8,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21504 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21494 | 32 | 1,792 | 118,480,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.2143 | 32 | 1,792 | 118,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21405 | 32 | 1,792 | 118,490,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21466 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21434 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21437 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.21469 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.2151 | 32 | 1,792 | 118,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 8,192 | 1 | 16 | null | null | null | null | llama70b_q_or_o | 0.2144 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21472 | 32 | 1,792 | 118,430,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21459 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21456 | 32 | 1,792 | 118,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21517 | 32 | 1,792 | 118,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21453 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21427 | 32 | 1,792 | 118,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21523 | 32 | 1,792 | 118,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21408 | 32 | 1,792 | 118,440,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21488 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 10,240 | 8,192 | 1 | 16 | null | null | null | null | llama70b_qkv_fused | 0.21482 | 32 | 1,792 | 118,450,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.2328 | 32 | 1,536 | 118,320,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23296 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23261 | 32 | 1,536 | 118,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.2321 | 32 | 1,536 | 118,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23267 | 32 | 1,536 | 118,310,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.2327 | 32 | 1,536 | 118,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23232 | 32 | 1,536 | 118,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23171 | 32 | 1,536 | 118,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23248 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 1,024 | 8,192 | 1 | 16 | null | null | null | null | llama70b_kv | 0.23226 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23235 | 32 | 1,536 | 118,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23226 | 32 | 1,536 | 118,280,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23171 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23254 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.2321 | 32 | 1,536 | 118,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23165 | 32 | 1,536 | 118,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23178 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23187 | 32 | 1,536 | 118,300,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23235 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 28,672 | 8,192 | 1 | 16 | null | null | null | null | llama70b_ffn_gate_up | 0.23267 | 32 | 1,536 | 118,290,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | void cutlass::Kernel2<cutlass_75_wmma_tensorop_f16_s161616gemm_f16_16x16_128x2_tn_align8>(T1::Params) | fp16 | false | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 8,192 | 28,672 | 1 | 16 | null | null | null | null | llama70b_ffn_down | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 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 | 16 | 128,256 | 8,192 | 1 | 16 | null | null | null | null | llama_lm_head_d8k | 1.83 | 32 | 8,016 | 1,050,000,000 | 122 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.25482 | 128 | 64 | 134,380,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.2559 | 128 | 64 | 134,380,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.25635 | 128 | 64 | 134,380,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.25549 | 128 | 64 | 134,380,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.25482 | 128 | 64 | 134,380,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.25619 | 128 | 64 | 134,380,000 | 230 |
roofline_sweep | RTX2080Ti | roofline | gemm | turing_fp16_s1688gemm_fp16_128x64_sliced1x2_ldg8_f2f_tn | fp16 | false | 16 | 29,568 | 8,192 | 1 | 16 | null | null | null | null | qwen72b_ffn_gate_up | 0.25411 | 128 | 64 | 134,380,000 | 230 |
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