Tests for a future article. AMD EPYC 7F32 8-Core testing with a ASRockRack EPYCD8 (P2.40 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2401146-NE-RPYCJAN0973 rpyc jan - Phoronix Test Suite rpyc jan Tests for a future article. AMD EPYC 7F32 8-Core testing with a ASRockRack EPYCD8 (P2.40 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2401146-NE-RPYCJAN0973&grr&sor&export=txt .
rpyc jan Processor Motherboard Chipset Memory Disk Graphics Network OS Kernel Display Server Compiler File-System Screen Resolution a b AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads) ASRockRack EPYCD8 (P2.40 BIOS) AMD Starship/Matisse 7 x 4 GB DDR4-2666MT/s Micron 9ASF51272PZ-2G6B1 Samsung SSD 970 EVO Plus 250GB ASPEED 2 x Intel I350 Debian 12 6.1.0-11-amd64 (x86_64) X Server GCC 12.2.0 ext4 1024x768 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: always Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-bTRWOB/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-bTRWOB/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034 Java Details - OpenJDK Runtime Environment (build 17.0.9+9-Debian-1deb12u1) Python Details - Python 3.11.2 Security Details - gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
rpyc jan spark-tpcds: 10 - Q99 spark-tpcds: 10 - Q98 spark-tpcds: 10 - Q97 spark-tpcds: 10 - Q96 spark-tpcds: 10 - Q95 spark-tpcds: 10 - Q94 spark-tpcds: 10 - Q93 spark-tpcds: 10 - Q92 spark-tpcds: 10 - Q91 spark-tpcds: 10 - Q90 spark-tpcds: 10 - Q89 spark-tpcds: 10 - Q88 spark-tpcds: 10 - Q87 spark-tpcds: 10 - Q86 spark-tpcds: 10 - Q85 spark-tpcds: 10 - Q84 spark-tpcds: 10 - Q83 spark-tpcds: 10 - Q82 spark-tpcds: 10 - Q81 spark-tpcds: 10 - Q80 spark-tpcds: 10 - Q79 spark-tpcds: 10 - Q78 spark-tpcds: 10 - Q77 spark-tpcds: 10 - Q76 spark-tpcds: 10 - Q75 spark-tpcds: 10 - Q74 spark-tpcds: 10 - Q73 spark-tpcds: 10 - Q72 spark-tpcds: 10 - Q71 spark-tpcds: 10 - Q70 spark-tpcds: 10 - Q69 spark-tpcds: 10 - Q68 spark-tpcds: 10 - Q67 spark-tpcds: 10 - Q66 spark-tpcds: 10 - Q65 spark-tpcds: 10 - Q64 spark-tpcds: 10 - Q63 spark-tpcds: 10 - Q62 spark-tpcds: 10 - Q61 spark-tpcds: 10 - Q60 spark-tpcds: 10 - Q59 spark-tpcds: 10 - Q58 spark-tpcds: 10 - Q57 spark-tpcds: 10 - Q56 spark-tpcds: 10 - Q55 spark-tpcds: 10 - Q54 spark-tpcds: 10 - Q53 spark-tpcds: 10 - Q52 spark-tpcds: 10 - Q51 spark-tpcds: 10 - Q50 spark-tpcds: 10 - Q49 spark-tpcds: 10 - Q48 spark-tpcds: 10 - Q47 spark-tpcds: 10 - Q46 spark-tpcds: 10 - Q45 spark-tpcds: 10 - Q44 spark-tpcds: 10 - Q43 spark-tpcds: 10 - Q42 spark-tpcds: 10 - Q41 spark-tpcds: 10 - Q40 spark-tpcds: 10 - Q39 spark-tpcds: 10 - Q38 spark-tpcds: 10 - Q37 spark-tpcds: 10 - Q36 spark-tpcds: 10 - Q35 spark-tpcds: 10 - Q34 spark-tpcds: 10 - Q33 spark-tpcds: 10 - Q32 spark-tpcds: 10 - Q31 spark-tpcds: 10 - Q30 spark-tpcds: 10 - Q29 spark-tpcds: 10 - Q28 spark-tpcds: 10 - Q27 spark-tpcds: 10 - Q26 spark-tpcds: 10 - Q25 spark-tpcds: 10 - Q24 spark-tpcds: 10 - Q23 spark-tpcds: 10 - Q22 spark-tpcds: 10 - Q21 spark-tpcds: 10 - Q20 spark-tpcds: 10 - Q19 spark-tpcds: 10 - Q18 spark-tpcds: 10 - Q17 spark-tpcds: 10 - Q15 spark-tpcds: 10 - Q14 spark-tpcds: 10 - Q13 spark-tpcds: 10 - Q12 spark-tpcds: 10 - Q11 spark-tpcds: 10 - Q10 spark-tpcds: 10 - Q09 spark-tpcds: 10 - Q08 spark-tpcds: 10 - Q07 spark-tpcds: 10 - Q06 spark-tpcds: 10 - Q05 spark-tpcds: 10 - Q04 spark-tpcds: 10 - Q03 spark-tpcds: 10 - Q02 spark-tpcds: 10 - Q01 spark-tpcds: 1 - Q99 spark-tpcds: 1 - Q98 spark-tpcds: 1 - Q97 spark-tpcds: 1 - Q96 spark-tpcds: 1 - Q95 spark-tpcds: 1 - Q94 spark-tpcds: 1 - Q93 spark-tpcds: 1 - Q92 spark-tpcds: 1 - Q91 spark-tpcds: 1 - Q90 spark-tpcds: 1 - Q89 spark-tpcds: 1 - Q88 spark-tpcds: 1 - Q87 spark-tpcds: 1 - Q86 spark-tpcds: 1 - Q85 spark-tpcds: 1 - Q84 spark-tpcds: 1 - Q83 spark-tpcds: 1 - Q82 spark-tpcds: 1 - Q81 spark-tpcds: 1 - Q80 spark-tpcds: 1 - Q79 spark-tpcds: 1 - Q78 spark-tpcds: 1 - Q77 spark-tpcds: 1 - Q76 spark-tpcds: 1 - Q75 spark-tpcds: 1 - Q74 spark-tpcds: 1 - Q73 spark-tpcds: 1 - Q72 spark-tpcds: 1 - Q71 spark-tpcds: 1 - Q70 spark-tpcds: 1 - Q69 spark-tpcds: 1 - Q68 spark-tpcds: 1 - Q67 spark-tpcds: 1 - Q66 spark-tpcds: 1 - Q65 spark-tpcds: 1 - Q64 spark-tpcds: 1 - Q63 spark-tpcds: 1 - Q62 spark-tpcds: 1 - Q61 spark-tpcds: 1 - Q60 spark-tpcds: 1 - Q59 spark-tpcds: 1 - Q58 spark-tpcds: 1 - Q57 spark-tpcds: 1 - Q56 spark-tpcds: 1 - Q55 spark-tpcds: 1 - Q54 spark-tpcds: 1 - Q53 spark-tpcds: 1 - Q52 spark-tpcds: 1 - Q51 spark-tpcds: 1 - Q50 spark-tpcds: 1 - Q49 spark-tpcds: 1 - Q48 spark-tpcds: 1 - Q47 spark-tpcds: 1 - Q46 spark-tpcds: 1 - Q45 spark-tpcds: 1 - Q44 spark-tpcds: 1 - Q43 spark-tpcds: 1 - Q42 spark-tpcds: 1 - Q41 spark-tpcds: 1 - Q40 spark-tpcds: 1 - Q39 spark-tpcds: 1 - Q38 spark-tpcds: 1 - Q37 spark-tpcds: 1 - Q36 spark-tpcds: 1 - Q35 spark-tpcds: 1 - Q34 spark-tpcds: 1 - Q33 spark-tpcds: 1 - Q32 spark-tpcds: 1 - Q31 spark-tpcds: 1 - Q30 spark-tpcds: 1 - Q29 spark-tpcds: 1 - Q28 spark-tpcds: 1 - Q27 spark-tpcds: 1 - Q26 spark-tpcds: 1 - Q25 spark-tpcds: 1 - Q24 spark-tpcds: 1 - Q23 spark-tpcds: 1 - Q22 spark-tpcds: 1 - Q21 spark-tpcds: 1 - Q20 spark-tpcds: 1 - Q19 spark-tpcds: 1 - Q18 spark-tpcds: 1 - Q17 spark-tpcds: 1 - Q16 spark-tpcds: 1 - Q15 spark-tpcds: 1 - Q14 spark-tpcds: 1 - Q13 spark-tpcds: 1 - Q12 spark-tpcds: 1 - Q11 spark-tpcds: 1 - Q10 spark-tpcds: 1 - Q09 spark-tpcds: 1 - Q08 spark-tpcds: 1 - Q07 spark-tpcds: 1 - Q06 spark-tpcds: 1 - Q05 spark-tpcds: 1 - Q04 spark-tpcds: 1 - Q03 spark-tpcds: 1 - Q02 spark-tpcds: 1 - Q01 quicksilver: CTS2 quicksilver: CORAL2 P2 pytorch: CPU - 16 - Efficientnet_v2_l tensorflow: CPU - 16 - VGG-16 lczero: BLAS lczero: Eigen pytorch: CPU - 16 - ResNet-152 pytorch: CPU - 1 - Efficientnet_v2_l tensorflow: CPU - 16 - ResNet-50 quicksilver: CORAL2 P1 cachebench: Read / Modify / Write cachebench: Write cachebench: Read pytorch: CPU - 1 - ResNet-152 pytorch: CPU - 16 - ResNet-50 llama-cpp: llama-2-13b.Q4_0.gguf deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Stream speedb: Rand Fill Sync speedb: Update Rand speedb: Rand Fill speedb: Read Rand Write Rand speedb: Read While Writing speedb: Rand Read speedb: Seq Fill svt-av1: Preset 4 - Bosphorus 4K tensorflow: CPU - 16 - GoogLeNet tensorflow: CPU - 1 - VGG-16 y-cruncher: 1B deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream llama-cpp: llama-2-7b.Q4_0.gguf deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream deepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream pytorch: CPU - 1 - ResNet-50 deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: ResNet-50, Baseline - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream tensorflow: CPU - 16 - AlexNet svt-av1: Preset 8 - Bosphorus 4K y-cruncher: 500M tensorflow: CPU - 1 - ResNet-50 svt-av1: Preset 4 - Bosphorus 1080p tensorflow: CPU - 1 - AlexNet tensorflow: CPU - 1 - GoogLeNet svt-av1: Preset 8 - Bosphorus 1080p svt-av1: Preset 12 - Bosphorus 4K svt-av1: Preset 13 - Bosphorus 4K svt-av1: Preset 12 - Bosphorus 1080p svt-av1: Preset 13 - Bosphorus 1080p a b 4.43 2.34 8.04 3.23 4.68 4.49 11.76 4.16 4.94 4.03 4.99 8.63 8.37 4 8.18 5.16 5.39 6.45 5.63 17.99 5.38 19.55 7.08 6.1 13.69 9.42 5.49 39.02 5.73 5.29 6.63 5.89 12.52 5.99 8 21.11 4.85 4.2 2.96 7.47 5.86 6.22 7.71 5.99 3.78 7.25 4.21 4.22 11.32 9.77 8.4 4.91 8.67 5.34 5.6 2.78 4.26 3.85 3.23 8.34 3.18 8.95 5.8 4.93 7.68 6.49 7.13 4.28 10.19 5.8 14.25 8.38 5.85 5.63 14.15 6.34 15.49 11.93 5.25 2.26 5.85 6.46 14.2 5.2 8.92 5.85 2.36 14.91 7.22 4.97 5.6 5.59 7.98 9.47 19.18 3.93 5.03 5.6 3.66 2.2 5.18 2.81 3.6 2.78 3.75 3.9 3.52 3.87 4.05 6.61 4.99 3.7 5.73 3.32 3.94 5.05 3.72 7.42 3.95 7.69 5.13 4.57 7.88 5.8 4.31 8.48 4.19 4.6 4.78 4.4 5.79 5.89 4.62 7.63 3.71 3.85 2.77 5.28 4.41 4.89 5.04 5.09 2.91 5.15 3.5 3.28 6.63 4.25 5.36 4.29 6.26 4.12 3.83 4.2 3.34 3.01 2.71 3.98 1.19 4.94 2.5 4.13 5.13 4.29 4.74 3.82 6.63 3.81 6.1 6.76 4.42 4.18 6.09 0.94 4.11 4.27 3.75 2.2 4.19 5.66 6.36 2.59 4.28 4.4 4.66 2.16 6.58 4.96 4.29 4.39 4.52 4.16 5.7 7.47 3.17 4.52 4.1 5986000 7679000 4.19 4.69 130 83 7.44 5.91 11.52 7364000 57602.719674 55386.26412 9891.085916 10.83 20.05 5.16 434.3769 9.1492 3082 215940 233324 1011750 2257890 34248146 275849 2.949 35.56 2.59 47.648 32.0561 124.668 71.2145 56.1324 512.1858 7.7676 11.32 505.1583 7.866 480.2254 8.304 26.58 67.6345 59.0697 52.7328 75.7554 9.9773 399.7162 100.7805 39.6374 99.5285 40.1489 52.245 76.4568 59.35 23.542 22.303 6.38 9.956 8.88 9.89 63.991 78.31 78.877 255.926 316.493 3.99 2.24 7.22 3.04 4.51 4.48 11.31 4.53 4.93 3.2 4.78 8.16 8.02 3.87 7.8 5.09 5.27 6.66 5.65 17.99 5.01 19.54 7.56 5.59 14 9.48 6.02 39.13 5.57 5.21 6.91 6.27 13.02 6.22 7.13 20.79 5.18 4.1 3.01 7 5.74 6.25 7.27 6.23 4.07 7.46 4.37 4.32 10.93 9.78 8.15 4.18 8.4 6.29 5.47 2.65 4.28 4.16 3.13 7.9 3.26 7.94 6.01 5.4 7.5 6.11 5.91 4.55 9.24 5.81 14.43 8.03 6.49 5.06 14.41 6.26 15.13 12.19 5.49 2.26 5.73 6.64 14.18 5.49 8.34 5.5 2.36 14.34 6.95 5.29 5.62 5.79 8.52 9.43 19.24 4.32 5.48 5.36 3.88 2.09 5.3 2.89 3.67 2.88 3.73 3.92 3.57 3.78 3.98 7.21 5.21 3.81 5.57 3.33 4.01 4.57 3.78 7.04 4.44 7.24 5.1 4.38 7.12 6 3.85 8.35 4.18 4.56 5 4.52 5.73 5.72 5.15 7.83 3.49 3.86 2.82 4.97 4.58 5.03 5.07 4.66 3.12 5.29 3.78 3.44 6.95 4.37 5.45 4.41 6.14 4.21 4.19 4.07 3.39 3.24 2.74 4.45 1.43 4.84 2.53 4.25 5.03 4.21 5.48 3.85 6.97 3.81 5.98 6.32 4.51 4.36 5.82 1.04 4.14 4.23 3.91 2.15 4.21 6.17 6.18 3.05 4.35 4.38 4.85 2.17 6.46 4.99 4.02 4.16 4.63 4.34 5.84 7.87 3.17 4.6 4.03 5982000 7662000 4.48 4.23 133 85 8.21 6.11 10.04 7308000 57618.902797 55484.050343 9892.738544 11.50 19.48 6.34 433.0207 9.2258 3026 216433 239360 978572 2104380 34244004 267223 2.931 33.16 2.13 47.2 31.4254 127.168 70.5121 56.6743 515.2201 7.7424 12.67 509.3372 7.8507 478.9249 8.3172 27.92 67.8367 58.897 53.6692 74.4881 10.0658 396.2172 101.3381 39.4407 99.7263 40.0737 52.0753 76.7658 51.44 23.345 22.048 6.47 9.768 7.23 9.44 63.704 79.927 81.313 268.084 331.495 OpenBenchmarking.org
Apache Spark TPC-DS Scale Factor: 10 - Q99 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q99 b a 0.9968 1.9936 2.9904 3.9872 4.984 3.99 4.43 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q98 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q98 b a 0.5265 1.053 1.5795 2.106 2.6325 2.24 2.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q97 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q97 b a 2 4 6 8 10 7.22 8.04 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q96 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q96 b a 0.7268 1.4536 2.1804 2.9072 3.634 3.04 3.23 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q95 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q95 b a 1.053 2.106 3.159 4.212 5.265 4.51 4.68 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q94 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q94 b a 1.0103 2.0206 3.0309 4.0412 5.0515 4.48 4.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q93 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q93 b a 3 6 9 12 15 11.31 11.76 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q92 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q92 a b 1.0193 2.0386 3.0579 4.0772 5.0965 4.16 4.53 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q91 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q91 b a 1.1115 2.223 3.3345 4.446 5.5575 4.93 4.94 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q90 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q90 b a 0.9068 1.8136 2.7204 3.6272 4.534 3.20 4.03 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q89 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q89 b a 1.1228 2.2456 3.3684 4.4912 5.614 4.78 4.99 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q88 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q88 b a 2 4 6 8 10 8.16 8.63 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q87 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q87 b a 2 4 6 8 10 8.02 8.37 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q86 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q86 b a 0.9 1.8 2.7 3.6 4.5 3.87 4.00 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q85 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q85 b a 2 4 6 8 10 7.80 8.18 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q84 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q84 b a 1.161 2.322 3.483 4.644 5.805 5.09 5.16 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q83 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q83 b a 1.2128 2.4256 3.6384 4.8512 6.064 5.27 5.39 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q82 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q82 a b 2 4 6 8 10 6.45 6.66 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q81 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q81 a b 1.2713 2.5426 3.8139 5.0852 6.3565 5.63 5.65 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q80 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q80 a b 4 8 12 16 20 17.99 17.99 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q79 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q79 b a 1.2105 2.421 3.6315 4.842 6.0525 5.01 5.38 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q78 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q78 b a 5 10 15 20 25 19.54 19.55 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q77 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q77 a b 2 4 6 8 10 7.08 7.56 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q76 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q76 b a 2 4 6 8 10 5.59 6.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q75 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q75 a b 4 8 12 16 20 13.69 14.00 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q74 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q74 a b 3 6 9 12 15 9.42 9.48 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q73 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q73 a b 2 4 6 8 10 5.49 6.02 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q72 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q72 a b 9 18 27 36 45 39.02 39.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q71 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q71 b a 1.2893 2.5786 3.8679 5.1572 6.4465 5.57 5.73 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q70 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q70 b a 1.1903 2.3806 3.5709 4.7612 5.9515 5.21 5.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q69 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q69 a b 2 4 6 8 10 6.63 6.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q68 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q68 a b 2 4 6 8 10 5.89 6.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q67 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q67 a b 3 6 9 12 15 12.52 13.02 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q66 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q66 a b 2 4 6 8 10 5.99 6.22 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q65 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q65 b a 2 4 6 8 10 7.13 8.00 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q64 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q64 b a 5 10 15 20 25 20.79 21.11 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q63 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q63 a b 1.1655 2.331 3.4965 4.662 5.8275 4.85 5.18 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q62 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q62 b a 0.945 1.89 2.835 3.78 4.725 4.1 4.2 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q61 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q61 a b 0.6773 1.3546 2.0319 2.7092 3.3865 2.96 3.01 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q60 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q60 b a 2 4 6 8 10 7.00 7.47 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q59 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q59 b a 1.3185 2.637 3.9555 5.274 6.5925 5.74 5.86 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q58 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q58 a b 2 4 6 8 10 6.22 6.25 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q57 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q57 b a 2 4 6 8 10 7.27 7.71 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q56 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q56 a b 2 4 6 8 10 5.99 6.23 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q55 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q55 a b 0.9158 1.8316 2.7474 3.6632 4.579 3.78 4.07 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q54 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q54 a b 2 4 6 8 10 7.25 7.46 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q53 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q53 a b 0.9833 1.9666 2.9499 3.9332 4.9165 4.21 4.37 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q52 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q52 a b 0.972 1.944 2.916 3.888 4.86 4.22 4.32 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q51 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q51 b a 3 6 9 12 15 10.93 11.32 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q50 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q50 a b 3 6 9 12 15 9.77 9.78 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q49 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q49 b a 2 4 6 8 10 8.15 8.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q48 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q48 b a 1.1048 2.2096 3.3144 4.4192 5.524 4.18 4.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q47 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q47 b a 2 4 6 8 10 8.40 8.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q46 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q46 a b 2 4 6 8 10 5.34 6.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q45 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q45 b a 1.26 2.52 3.78 5.04 6.3 5.47 5.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q44 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q44 b a 0.6255 1.251 1.8765 2.502 3.1275 2.65 2.78 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q43 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q43 a b 0.963 1.926 2.889 3.852 4.815 4.26 4.28 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q42 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q42 a b 0.936 1.872 2.808 3.744 4.68 3.85 4.16 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q41 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q41 b a 0.7268 1.4536 2.1804 2.9072 3.634 3.13 3.23 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q40 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q40 b a 2 4 6 8 10 7.90 8.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q39 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q39 a b 0.7335 1.467 2.2005 2.934 3.6675 3.18 3.26 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q38 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q38 b a 3 6 9 12 15 7.94 8.95 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q37 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q37 a b 2 4 6 8 10 5.80 6.01 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q36 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q36 a b 1.215 2.43 3.645 4.86 6.075 4.93 5.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q35 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q35 b a 2 4 6 8 10 7.50 7.68 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q34 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q34 b a 2 4 6 8 10 6.11 6.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q33 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q33 b a 2 4 6 8 10 5.91 7.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q32 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q32 a b 1.0238 2.0476 3.0714 4.0952 5.119 4.28 4.55 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q31 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q31 b a 3 6 9 12 15 9.24 10.19 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q30 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q30 a b 1.3073 2.6146 3.9219 5.2292 6.5365 5.80 5.81 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q29 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q29 a b 4 8 12 16 20 14.25 14.43 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q28 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q28 b a 2 4 6 8 10 8.03 8.38 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q27 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q27 a b 2 4 6 8 10 5.85 6.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q26 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q26 b a 1.2668 2.5336 3.8004 5.0672 6.334 5.06 5.63 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q25 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q25 a b 4 8 12 16 20 14.15 14.41 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q24 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q24 b a 2 4 6 8 10 6.26 6.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q23 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q23 b a 4 8 12 16 20 15.13 15.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q22 a b 3 6 9 12 15 11.93 12.19 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q21 a b 1.2353 2.4706 3.7059 4.9412 6.1765 5.25 5.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q20 a b 0.5085 1.017 1.5255 2.034 2.5425 2.26 2.26 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q19 b a 1.3163 2.6326 3.9489 5.2652 6.5815 5.73 5.85 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q18 a b 2 4 6 8 10 6.46 6.64 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q17 b a 4 8 12 16 20 14.18 14.20 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q15 a b 1.2353 2.4706 3.7059 4.9412 6.1765 5.20 5.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q14 b a 2 4 6 8 10 8.34 8.92 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q13 b a 1.3163 2.6326 3.9489 5.2652 6.5815 5.50 5.85 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q12 a b 0.531 1.062 1.593 2.124 2.655 2.36 2.36 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q11 b a 4 8 12 16 20 14.34 14.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q10 b a 2 4 6 8 10 6.95 7.22 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q09 a b 1.1903 2.3806 3.5709 4.7612 5.9515 4.97 5.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q08 a b 1.2645 2.529 3.7935 5.058 6.3225 5.60 5.62 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q07 a b 1.3028 2.6056 3.9084 5.2112 6.514 5.59 5.79 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q06 a b 2 4 6 8 10 7.98 8.52 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q05 b a 3 6 9 12 15 9.43 9.47 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q04 a b 5 10 15 20 25 19.18 19.24 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q03 a b 0.972 1.944 2.916 3.888 4.86 3.93 4.32 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q02 a b 1.233 2.466 3.699 4.932 6.165 5.03 5.48 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10 - Q01 b a 1.26 2.52 3.78 5.04 6.3 5.36 5.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q99 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q99 a b 0.873 1.746 2.619 3.492 4.365 3.66 3.88 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q98 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q98 b a 0.495 0.99 1.485 1.98 2.475 2.09 2.20 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q97 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q97 a b 1.1925 2.385 3.5775 4.77 5.9625 5.18 5.30 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q96 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q96 a b 0.6503 1.3006 1.9509 2.6012 3.2515 2.81 2.89 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q95 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q95 a b 0.8258 1.6516 2.4774 3.3032 4.129 3.60 3.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q94 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q94 a b 0.648 1.296 1.944 2.592 3.24 2.78 2.88 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q93 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q93 b a 0.8438 1.6876 2.5314 3.3752 4.219 3.73 3.75 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q92 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q92 a b 0.882 1.764 2.646 3.528 4.41 3.90 3.92 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q91 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q91 a b 0.8033 1.6066 2.4099 3.2132 4.0165 3.52 3.57 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q90 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q90 b a 0.8708 1.7416 2.6124 3.4832 4.354 3.78 3.87 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q89 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q89 b a 0.9113 1.8226 2.7339 3.6452 4.5565 3.98 4.05 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q88 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q88 a b 2 4 6 8 10 6.61 7.21 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q87 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q87 a b 1.1723 2.3446 3.5169 4.6892 5.8615 4.99 5.21 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q86 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q86 a b 0.8573 1.7146 2.5719 3.4292 4.2865 3.70 3.81 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q85 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q85 b a 1.2893 2.5786 3.8679 5.1572 6.4465 5.57 5.73 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q84 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q84 a b 0.7493 1.4986 2.2479 2.9972 3.7465 3.32 3.33 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q83 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q83 a b 0.9023 1.8046 2.7069 3.6092 4.5115 3.94 4.01 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q82 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q82 b a 1.1363 2.2726 3.4089 4.5452 5.6815 4.57 5.05 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q81 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q81 a b 0.8505 1.701 2.5515 3.402 4.2525 3.72 3.78 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q80 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q80 b a 2 4 6 8 10 7.04 7.42 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q79 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q79 a b 0.999 1.998 2.997 3.996 4.995 3.95 4.44 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q78 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q78 b a 2 4 6 8 10 7.24 7.69 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q77 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q77 b a 1.1543 2.3086 3.4629 4.6172 5.7715 5.10 5.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q76 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q76 b a 1.0283 2.0566 3.0849 4.1132 5.1415 4.38 4.57 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q75 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q75 b a 2 4 6 8 10 7.12 7.88 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q74 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q74 a b 2 4 6 8 10 5.8 6.0 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q73 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q73 b a 0.9698 1.9396 2.9094 3.8792 4.849 3.85 4.31 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q72 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q72 b a 2 4 6 8 10 8.35 8.48 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q71 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q71 b a 0.9428 1.8856 2.8284 3.7712 4.714 4.18 4.19 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q70 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q70 b a 1.035 2.07 3.105 4.14 5.175 4.56 4.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q69 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q69 a b 1.125 2.25 3.375 4.5 5.625 4.78 5.00 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q68 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q68 a b 1.017 2.034 3.051 4.068 5.085 4.40 4.52 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q67 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q67 b a 1.3028 2.6056 3.9084 5.2112 6.514 5.73 5.79 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q66 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q66 b a 1.3253 2.6506 3.9759 5.3012 6.6265 5.72 5.89 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q65 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q65 a b 1.1588 2.3176 3.4764 4.6352 5.794 4.62 5.15 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q64 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q64 a b 2 4 6 8 10 7.63 7.83 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q63 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q63 b a 0.8348 1.6696 2.5044 3.3392 4.174 3.49 3.71 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q62 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q62 a b 0.8685 1.737 2.6055 3.474 4.3425 3.85 3.86 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q61 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q61 a b 0.6345 1.269 1.9035 2.538 3.1725 2.77 2.82 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q60 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q60 b a 1.188 2.376 3.564 4.752 5.94 4.97 5.28 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q59 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q59 a b 1.0305 2.061 3.0915 4.122 5.1525 4.41 4.58 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q58 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q58 a b 1.1318 2.2636 3.3954 4.5272 5.659 4.89 5.03 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q57 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q57 a b 1.1408 2.2816 3.4224 4.5632 5.704 5.04 5.07 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q56 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q56 b a 1.1453 2.2906 3.4359 4.5812 5.7265 4.66 5.09 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q55 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q55 a b 0.702 1.404 2.106 2.808 3.51 2.91 3.12 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q54 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q54 a b 1.1903 2.3806 3.5709 4.7612 5.9515 5.15 5.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q53 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q53 a b 0.8505 1.701 2.5515 3.402 4.2525 3.50 3.78 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q52 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q52 a b 0.774 1.548 2.322 3.096 3.87 3.28 3.44 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q51 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q51 a b 2 4 6 8 10 6.63 6.95 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q50 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q50 a b 0.9833 1.9666 2.9499 3.9332 4.9165 4.25 4.37 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q49 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q49 a b 1.2263 2.4526 3.6789 4.9052 6.1315 5.36 5.45 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q48 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q48 a b 0.9923 1.9846 2.9769 3.9692 4.9615 4.29 4.41 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q47 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q47 b a 2 4 6 8 10 6.14 6.26 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q46 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q46 a b 0.9473 1.8946 2.8419 3.7892 4.7365 4.12 4.21 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q45 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q45 a b 0.9428 1.8856 2.8284 3.7712 4.714 3.83 4.19 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q44 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q44 b a 0.945 1.89 2.835 3.78 4.725 4.07 4.20 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q43 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q43 a b 0.7628 1.5256 2.2884 3.0512 3.814 3.34 3.39 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q42 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q42 a b 0.729 1.458 2.187 2.916 3.645 3.01 3.24 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q41 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q41 a b 0.6165 1.233 1.8495 2.466 3.0825 2.71 2.74 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q40 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q40 a b 1.0013 2.0026 3.0039 4.0052 5.0065 3.98 4.45 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q39 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q39 a b 0.3218 0.6436 0.9654 1.2872 1.609 1.19 1.43 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q38 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q38 b a 1.1115 2.223 3.3345 4.446 5.5575 4.84 4.94 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q37 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q37 a b 0.5693 1.1386 1.7079 2.2772 2.8465 2.50 2.53 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q36 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q36 a b 0.9563 1.9126 2.8689 3.8252 4.7815 4.13 4.25 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q35 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q35 b a 1.1543 2.3086 3.4629 4.6172 5.7715 5.03 5.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q34 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q34 b a 0.9653 1.9306 2.8959 3.8612 4.8265 4.21 4.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q33 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q33 a b 1.233 2.466 3.699 4.932 6.165 4.74 5.48 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q32 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q32 a b 0.8663 1.7326 2.5989 3.4652 4.3315 3.82 3.85 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q31 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q31 a b 2 4 6 8 10 6.63 6.97 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q30 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q30 a b 0.8573 1.7146 2.5719 3.4292 4.2865 3.81 3.81 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q29 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q29 b a 2 4 6 8 10 5.98 6.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q28 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q28 b a 2 4 6 8 10 6.32 6.76 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q27 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q27 a b 1.0148 2.0296 3.0444 4.0592 5.074 4.42 4.51 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q26 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q26 a b 0.981 1.962 2.943 3.924 4.905 4.18 4.36 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q25 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q25 b a 2 4 6 8 10 5.82 6.09 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q24 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q24 a b 0.234 0.468 0.702 0.936 1.17 0.94 1.04 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q23 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q23 a b 0.9315 1.863 2.7945 3.726 4.6575 4.11 4.14 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q22 b a 0.9608 1.9216 2.8824 3.8432 4.804 4.23 4.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q21 a b 0.8798 1.7596 2.6394 3.5192 4.399 3.75 3.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q20 b a 0.495 0.99 1.485 1.98 2.475 2.15 2.20 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q19 a b 0.9473 1.8946 2.8419 3.7892 4.7365 4.19 4.21 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q18 a b 2 4 6 8 10 5.66 6.17 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q17 b a 2 4 6 8 10 6.18 6.36 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q16 a b 0.6863 1.3726 2.0589 2.7452 3.4315 2.59 3.05 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q15 a b 0.9788 1.9576 2.9364 3.9152 4.894 4.28 4.35 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q14 b a 0.99 1.98 2.97 3.96 4.95 4.38 4.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q13 a b 1.0913 2.1826 3.2739 4.3652 5.4565 4.66 4.85 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q12 a b 0.4883 0.9766 1.4649 1.9532 2.4415 2.16 2.17 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q11 b a 2 4 6 8 10 6.46 6.58 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q10 a b 1.1228 2.2456 3.3684 4.4912 5.614 4.96 4.99 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q09 b a 0.9653 1.9306 2.8959 3.8612 4.8265 4.02 4.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q08 b a 0.9878 1.9756 2.9634 3.9512 4.939 4.16 4.39 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q07 a b 1.0418 2.0836 3.1254 4.1672 5.209 4.52 4.63 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q06 a b 0.9765 1.953 2.9295 3.906 4.8825 4.16 4.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q05 a b 1.314 2.628 3.942 5.256 6.57 5.70 5.84 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q04 a b 2 4 6 8 10 7.47 7.87 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q03 a b 0.7133 1.4266 2.1399 2.8532 3.5665 3.17 3.17 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q02 a b 1.035 2.07 3.105 4.14 5.175 4.52 4.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 1 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 1 - Q01 b a 0.9225 1.845 2.7675 3.69 4.6125 4.03 4.10 1. (CC) gcc options: -O3 -fcommon -lm
Quicksilver Input: CTS2 OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CTS2 a b 1.3M 2.6M 3.9M 5.2M 6.5M 5986000 5982000 1. (CXX) g++ options: -fopenmp -O3 -march=native
Quicksilver Input: CORAL2 P2 OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CORAL2 P2 a b 1.6M 3.2M 4.8M 6.4M 8M 7679000 7662000 1. (CXX) g++ options: -fopenmp -O3 -march=native
PyTorch Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_l OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_l b a 1.008 2.016 3.024 4.032 5.04 4.48 4.19 MIN: 3.47 / MAX: 4.56 MIN: 3.69 / MAX: 4.34
TensorFlow Device: CPU - Batch Size: 16 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: VGG-16 a b 1.0553 2.1106 3.1659 4.2212 5.2765 4.69 4.23
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: BLAS b a 30 60 90 120 150 133 130 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.30 Backend: Eigen b a 20 40 60 80 100 85 83 1. (CXX) g++ options: -flto -pthread
PyTorch Device: CPU - Batch Size: 16 - Model: ResNet-152 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: ResNet-152 b a 2 4 6 8 10 8.21 7.44 MIN: 6.77 / MAX: 8.36 MIN: 5.31 / MAX: 7.97
PyTorch Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l b a 2 4 6 8 10 6.11 5.91 MIN: 5.41 / MAX: 6.29 MIN: 5.31 / MAX: 6
TensorFlow Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 a b 3 6 9 12 15 11.52 10.04
Quicksilver Input: CORAL2 P1 OpenBenchmarking.org Figure Of Merit, More Is Better Quicksilver 20230818 Input: CORAL2 P1 a b 1.6M 3.2M 4.8M 6.4M 8M 7364000 7308000 1. (CXX) g++ options: -fopenmp -O3 -march=native
CacheBench Test: Read / Modify / Write OpenBenchmarking.org MB/s, More Is Better CacheBench Test: Read / Modify / Write b a 12K 24K 36K 48K 60K 57618.90 57602.72 MIN: 54501.37 / MAX: 59219.51 MIN: 54488.08 / MAX: 59203.02 1. (CC) gcc options: -O3 -lrt
CacheBench Test: Write OpenBenchmarking.org MB/s, More Is Better CacheBench Test: Write b a 12K 24K 36K 48K 60K 55484.05 55386.26 MIN: 43456.57 / MAX: 59035.76 MIN: 42949.81 / MAX: 59033.61 1. (CC) gcc options: -O3 -lrt
CacheBench Test: Read OpenBenchmarking.org MB/s, More Is Better CacheBench Test: Read b a 2K 4K 6K 8K 10K 9892.74 9891.09 MIN: 9875.91 / MAX: 9897.99 MIN: 9838 / MAX: 9897.29 1. (CC) gcc options: -O3 -lrt
PyTorch Device: CPU - Batch Size: 1 - Model: ResNet-152 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-152 b a 3 6 9 12 15 11.50 10.83 MIN: 9.88 / MAX: 11.86 MIN: 9.48 / MAX: 11.19
PyTorch Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: ResNet-50 a b 5 10 15 20 25 20.05 19.48 MIN: 15.96 / MAX: 20.76 MIN: 18.54 / MAX: 19.9
Llama.cpp Model: llama-2-13b.Q4_0.gguf OpenBenchmarking.org Tokens Per Second, More Is Better Llama.cpp b1808 Model: llama-2-13b.Q4_0.gguf b a 2 4 6 8 10 6.34 5.16 1. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream b a 90 180 270 360 450 433.02 434.38
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream b a 3 6 9 12 15 9.2258 9.1492
Speedb Test: Random Fill Sync OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Random Fill Sync a b 700 1400 2100 2800 3500 3082 3026 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Speedb Test: Update Random OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Update Random b a 50K 100K 150K 200K 250K 216433 215940 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Speedb Test: Random Fill OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Random Fill b a 50K 100K 150K 200K 250K 239360 233324 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Speedb Test: Read Random Write Random OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Read Random Write Random a b 200K 400K 600K 800K 1000K 1011750 978572 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Speedb Test: Read While Writing OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Read While Writing a b 500K 1000K 1500K 2000K 2500K 2257890 2104380 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Speedb Test: Random Read OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Random Read a b 7M 14M 21M 28M 35M 34248146 34244004 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Speedb Test: Sequential Fill OpenBenchmarking.org Op/s, More Is Better Speedb 2.7 Test: Sequential Fill a b 60K 120K 180K 240K 300K 275849 267223 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K a b 0.6635 1.327 1.9905 2.654 3.3175 2.949 2.931 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
TensorFlow Device: CPU - Batch Size: 16 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: GoogLeNet a b 8 16 24 32 40 35.56 33.16
TensorFlow Device: CPU - Batch Size: 1 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: VGG-16 a b 0.5828 1.1656 1.7484 2.3312 2.914 2.59 2.13
Y-Cruncher Pi Digits To Calculate: 1B OpenBenchmarking.org Seconds, Fewer Is Better Y-Cruncher 0.8.3 Pi Digits To Calculate: 1B b a 11 22 33 44 55 47.20 47.65
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream b a 7 14 21 28 35 31.43 32.06
Neural Magic DeepSparse Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream b a 30 60 90 120 150 127.17 124.67
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream b a 16 32 48 64 80 70.51 71.21
Neural Magic DeepSparse Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream b a 13 26 39 52 65 56.67 56.13
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream a b 110 220 330 440 550 512.19 515.22
Neural Magic DeepSparse Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream a b 2 4 6 8 10 7.7676 7.7424
Llama.cpp Model: llama-2-7b.Q4_0.gguf OpenBenchmarking.org Tokens Per Second, More Is Better Llama.cpp b1808 Model: llama-2-7b.Q4_0.gguf b a 3 6 9 12 15 12.67 11.32 1. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -march=native -mtune=native -lopenblas
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream a b 110 220 330 440 550 505.16 509.34
Neural Magic DeepSparse Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream a b 2 4 6 8 10 7.8660 7.8507
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream b a 100 200 300 400 500 478.92 480.23
Neural Magic DeepSparse Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream b a 2 4 6 8 10 8.3172 8.3040
PyTorch Device: CPU - Batch Size: 1 - Model: ResNet-50 OpenBenchmarking.org batches/sec, More Is Better PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-50 b a 7 14 21 28 35 27.92 26.58 MIN: 22.12 / MAX: 29.19 MIN: 25.18 / MAX: 27.28
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream a b 15 30 45 60 75 67.63 67.84
Neural Magic DeepSparse Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream a b 13 26 39 52 65 59.07 58.90
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream a b 12 24 36 48 60 52.73 53.67
Neural Magic DeepSparse Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream a b 20 40 60 80 100 75.76 74.49
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 3 6 9 12 15 9.9773 10.0658
Neural Magic DeepSparse Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 90 180 270 360 450 399.72 396.22
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream a b 20 40 60 80 100 100.78 101.34
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream a b 9 18 27 36 45 39.64 39.44
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 20 40 60 80 100 99.53 99.73
Neural Magic DeepSparse Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream a b 9 18 27 36 45 40.15 40.07
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org ms/batch, Fewer Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream b a 12 24 36 48 60 52.08 52.25
Neural Magic DeepSparse Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream OpenBenchmarking.org items/sec, More Is Better Neural Magic DeepSparse 1.6 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream b a 20 40 60 80 100 76.77 76.46
TensorFlow Device: CPU - Batch Size: 16 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: AlexNet a b 13 26 39 52 65 59.35 51.44
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K a b 6 12 18 24 30 23.54 23.35 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Y-Cruncher Pi Digits To Calculate: 500M OpenBenchmarking.org Seconds, Fewer Is Better Y-Cruncher 0.8.3 Pi Digits To Calculate: 500M b a 5 10 15 20 25 22.05 22.30
TensorFlow Device: CPU - Batch Size: 1 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: ResNet-50 b a 2 4 6 8 10 6.47 6.38
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 1080p a b 3 6 9 12 15 9.956 9.768 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
TensorFlow Device: CPU - Batch Size: 1 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: AlexNet a b 2 4 6 8 10 8.88 7.23
TensorFlow Device: CPU - Batch Size: 1 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: GoogLeNet a b 3 6 9 12 15 9.89 9.44
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 1080p a b 14 28 42 56 70 63.99 63.70 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K b a 20 40 60 80 100 79.93 78.31 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K b a 20 40 60 80 100 81.31 78.88 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 12 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 1080p b a 60 120 180 240 300 268.08 255.93 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
SVT-AV1 Encoder Mode: Preset 13 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 1080p b a 70 140 210 280 350 331.50 316.49 1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
Phoronix Test Suite v10.8.4