source stringclasses 13
values | gpu stringclasses 4
values | model stringclasses 13
values | kernel_family stringclasses 7
values | kernel_name stringclasses 328
values | dtype stringclasses 2
values | held_out bool 2
classes | M float64 1 16.4k ⌀ | N float64 8 248k ⌀ | K float64 2.05k 29.6k ⌀ | bs float64 1 1 ⌀ | seq float64 1 16.4k ⌀ | n_heads float64 8 64 ⌀ | head_dim float64 64 256 ⌀ | kv_heads float64 1 64 ⌀ | numel float64 64 531M ⌀ | op_type stringclasses 177
values | gpu_time_duration_ms float64 0 703 | launch_block_size float64 16 512 | launch_grid_size float64 1 1.04M | dram_bytes_sum float64 1.27 94.3B ⌀ | launch_registers_per_thread float64 16 255 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.04621 | 128 | 80 | 52,460,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.04586 | 128 | 80 | 52,470,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 8,192 | 28,672 | 1 | 2 | null | null | null | null | llama70b_ffn_down | 0.04538 | 128 | 80 | 52,460,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03226 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03299 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03258 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03274 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03261 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03264 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03264 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03277 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03264 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 128,256 | 8,192 | 1 | 2 | null | null | null | null | llama_lm_head_d8k | 0.03258 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.0327 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.0329 | 128 | 64 | 33,610,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03222 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03226 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03261 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03232 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.0329 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03274 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03277 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 2 | 29,568 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_ffn_gate_up | 0.03245 | 128 | 64 | 33,590,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04211 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.0425 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04317 | 128 | 96 | 50,390,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04269 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04262 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04237 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04237 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04211 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.04237 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 8,192 | 29,568 | 1 | 2 | null | null | null | null | qwen72b_ffn_down | 0.0432 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04243 | 128 | 96 | 50,380,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04205 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04224 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04218 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04211 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04227 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04218 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04224 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.04179 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 2 | 152,064 | 8,192 | 1 | 2 | null | null | null | null | qwen72b_lm_head | 0.0424 | 128 | 96 | 50,370,000 | 146 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01334 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01322 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01328 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01347 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01331 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01347 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01363 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01341 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01331 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 2,048 | 2,048 | 1 | 2 | null | null | null | null | filler_sq2k | 0.01328 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01347 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01331 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01322 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01344 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01341 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.0136 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01328 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01331 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01347 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 2 | 5,120 | 5,120 | 1 | 2 | null | null | null | null | filler_sq5k | 0.01357 | 128 | 80 | 8,440,000 | 97 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.09974 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.09978 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.09952 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.0992 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.09994 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.09997 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.1001 | 128 | 336 | 117,610,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.10038 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.09955 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 4,096 | 4,096 | 1 | 4 | null | null | null | null | llama8b_q_or_o | 0.10003 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09974 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.10029 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.10019 | 128 | 336 | 117,600,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09968 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09981 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09987 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09926 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09965 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.10032 | 128 | 336 | 117,590,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_128x64_ldg8_f2f_stages_64x4_tn | bf16 | false | 4 | 6,144 | 4,096 | 1 | 4 | null | null | null | null | llama8b_qkv_fused | 0.09987 | 128 | 336 | 117,600,000 | 158 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09482 | 128 | 64 | 117,530,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.0945 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.0952 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09488 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09456 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09469 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09498 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09533 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09462 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 1,024 | 4,096 | 1 | 4 | null | null | null | null | llama8b_kv | 0.09517 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09501 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09498 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09472 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09491 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.0943 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09501 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09504 | 128 | 64 | 117,520,000 | 146 |
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