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 | 4 | 14,336 | 4,096 | 1 | 4 | null | null | null | null | llama8b_ffn_gate_up | 0.09446 | 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 | 0.09626 | 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 | 0.09568 | 128 | 64 | 117,520,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72419 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72374 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72368 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72682 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72362 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72432 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72352 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72378 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72467 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 4,096 | 14,336 | 1 | 4 | null | null | null | null | llama8b_ffn_down | 0.72419 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72746 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72742 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72566 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72512 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72493 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.7257 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.7265 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72394 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72486 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 128,256 | 4,096 | 1 | 4 | null | null | null | null | llama_lm_head_d4k | 0.72474 | 128 | 2,004 | 1,050,000,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10854 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10806 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10947 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10954 | 128 | 384 | 134,360,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10944 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10877 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10838 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10947 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.10925 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 8,192 | 8,192 | 1 | 4 | null | null | null | null | llama70b_q_or_o | 0.1105 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10838 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10893 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10848 | 128 | 384 | 134,350,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10832 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.1097 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10832 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10784 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10982 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.10854 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 10,240 | 8,192 | 1 | 4 | null | null | null | null | llama70b_qkv_fused | 0.1088 | 128 | 384 | 134,340,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13142 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13373 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13149 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13213 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13094 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13171 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13286 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.1319 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13187 | 128 | 640 | 167,950,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 1,024 | 8,192 | 1 | 4 | null | null | null | null | llama70b_kv | 0.13101 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13232 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13254 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13392 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13139 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13171 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13213 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13142 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13341 | 128 | 640 | 167,960,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.13322 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x5_tn | bf16 | false | 4 | 28,672 | 8,192 | 1 | 4 | null | null | null | null | llama70b_ffn_gate_up | 0.1327 | 128 | 640 | 167,940,000 | 146 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01952 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.02026 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01971 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01978 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01958 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01987 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01978 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01968 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01968 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 8,192 | 28,672 | 1 | 4 | null | null | null | null | llama70b_ffn_down | 0.01962 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.02016 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01965 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01962 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01984 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01955 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.02006 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01978 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.02003 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01949 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | void cutlass::Kernel2<cutlass_80_tensorop_bf16_s16816gemm_relu_bf16_64x64_64x6_tn_align8>(T1::Params) | bf16 | false | 4 | 128,256 | 8,192 | 1 | 4 | null | null | null | null | llama_lm_head_d8k | 0.01974 | 128 | 80 | 16,850,000 | 97 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35808 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35667 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35795 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35853 | 128 | 448 | 470,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35683 | 128 | 448 | 470,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35715 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35789 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35728 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.3575 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 29,568 | 8,192 | 1 | 4 | null | null | null | null | qwen72b_ffn_gate_up | 0.35818 | 128 | 448 | 470,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35597 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35776 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35731 | 128 | 448 | 470,040,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35565 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35635 | 128 | 448 | 470,030,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35792 | 128 | 448 | 470,020,000 | 146 |
roofline_sweep | A100 | roofline | gemm | ampere_bf16_s16816gemm_bf16_64x64_sliced1x2_ldg8_f2f_stages_64x6_tn | bf16 | false | 4 | 8,192 | 29,568 | 1 | 4 | null | null | null | null | qwen72b_ffn_down | 0.35754 | 128 | 448 | 470,030,000 | 146 |
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