This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark caffe.
OpenBenchmarking.org metrics for this test profile configuration based on 676 public results since 26 September 2020 with the latest data as of 16 January 2024.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (Caffe 2020-02-13 - Model: AlexNet - Acceleration: CPU - Iterations: 200) has an average run-time of 8 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.
No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.
This test profile binary relies on the shared libraries libcaffe.so.1.0.0, libglog.so.0, libgflags.so.2.2, libprotobuf.so.23, libc.so.6, libm.so.6, liblmdb.so.0, libopenblas.so.0, libunwind.so.8, libpthread.so.0, libz.so.1, libcrypto.so.3, libcurl.so.4, libsz.so.2, libgfortran.so.5, liblzma.so.5, libnghttp2.so.14, libidn2.so.0, librtmp.so.1, libssh.so.4, libpsl.so.5, libssl.so.3, libldap-2.5.so.0, liblber-2.5.so.0, libzstd.so.1, libbrotlidec.so.1, libaec.so.0, libquadmath.so.0, libunistring.so.2, libgnutls.so.30, libhogweed.so.6, libnettle.so.8, libgmp.so.10, libkrb5.so.3, libk5crypto.so.3, libkrb5support.so.0, libsasl2.so.2, libbrotlicommon.so.1, libp11-kit.so.0, libtasn1.so.6, libkeyutils.so.1, libresolv.so.2, libffi.so.8.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
1 System - 134 Benchmark Results |
AMD Ryzen 7 7700X 8-Core - MSI PRO B650-P WIFI - AMD Device 14d8 Ubuntu 23.04 - 6.2.0-39-generic - GNOME Shell 44.3 |
3 Systems - 105 Benchmark Results |
2 x Intel Xeon E5-2682 v4 - Supermicro SYS-7048GR-TR X10DRG-Q v1.10 - Intel Xeon E7 v4 Ubuntu 22.04 - 5.15.0-102-generic - X Server 1.21.1.3 |
1 System - 63 Benchmark Results |
AMD EPYC 9474F 48-Core - Linode Compute Instance - Intel 82G33 Debian 12 - 6.1.0-18-amd64 - X Server |
1 System - 133 Benchmark Results |
AMD Ryzen Threadripper 7960X 24-Cores - ASRock TRX50 WS - AMD Device 14a4 Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.9 |
1 System - 129 Benchmark Results |
AMD Ryzen Threadripper 7960X 24-Cores - ASRock TRX50 WS - AMD Device 14a4 Ubuntu 22.04 - 6.5.0-25-generic - GNOME Shell 42.9 |
1 System - 341 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ProArt X670E-CREATOR WIFI - AMD Device 14d8 Pop 22.04 - 6.6.10-76060610-generic - GNOME Shell 42.5 |
2 Systems - 100 Benchmark Results |
14 x Intel Xeon Gold 6342 - Nutanix AHV - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.4.0-172-generic - NVIDIA |
1 System - 100 Benchmark Results |
14 x Intel Xeon Gold 6342 - Nutanix AHV - Intel 440FX 82441FX PMC Ubuntu 20.04 - 5.4.0-172-generic - NVIDIA |
5 Systems - 166 Benchmark Results |
Intel Core i9-13900K - ASUS TUF GAMING Z790-PRO WIFI - Intel Device 7a27 EndeavourOS rolling - 6.7.4-arch1-1 - KDE Plasma 5.27.10 |
1 System - 304 Benchmark Results |
AMD A4-5300 APU - ASRock FM2A88M-HD+ R3.0 - AMD 15h Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
1 System - 158 Benchmark Results |
Intel Core i7-13700 - HP 895C - Intel Device 7aa7 Linuxmint 21.2 - 6.1.0-1033-oem - Cinnamon 5.8.4 |
1 System - 158 Benchmark Results |
Intel Core i7-13700 - HP 895E - Intel Device 7aa7 Linuxmint 21.2 - 6.1.0-1033-oem - Cinnamon 5.8.4 |
1 System - 157 Benchmark Results |
Intel Core i7-13700 - LENOVO 3333 - Intel Device 7aa7 Linuxmint 21.2 - 5.15.0-94-generic - Cinnamon 5.8.4 |
1 System - 125 Benchmark Results |
Intel Core i7-13700 - Dell Precision 3460 [0RCPYF] - Intel Device 7aa7 Linuxmint 21.2 - 5.15.0-94-generic - Cinnamon 5.8.4 |
4 Systems - 166 Benchmark Results |
Intel Core i9-13900K - ASUS TUF GAMING Z790-PRO WIFI - Intel Device 7a27 EndeavourOS rolling - 6.7.1-arch1-1 - KDE Plasma 5.27.10 |
2 Systems - 535 Benchmark Results |
AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4 |
11 Systems - 217 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
1 System - 115 Benchmark Results |
AMD Ryzen 9 5900HX - System76 Kudu - AMD Renoir Pop 21.10 - 5.15.15-76051515-generic - GNOME Shell 40.5 |
3 Systems - 174 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 33 - 5.8.11-300.fc33.x86_64 - GNOME Shell 3.38.0 |
12 Systems - 229 Benchmark Results |
AMD Ryzen 5 2600X Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
26 Systems - 438 Benchmark Results |
AMD EPYC 7662 64-Core - ASRockRack EPYCD8 - AMD Starship Ubuntu 20.04 - 5.11.0-051100rc6daily20210201-generic - GNOME Shell 3.36.4 |
4 Systems - 513 Benchmark Results |
Intel Core i7-5775C - CompuLab v1.0 - Intel Broadwell-U DMI Ubuntu 20.10 - 5.8.0-26-generic - GNOME Shell 3.38.1 |
2 Systems - 403 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Ubuntu 20.10 - 5.8.0-22-generic - GNOME Shell 3.38.0 |
11 Systems - 229 Benchmark Results |
AMD Ryzen 5 3600X 6-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
3 Systems - 46 Benchmark Results |
AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship Ubuntu 20.04 - 5.9.0-rc5-14sep-patch - GNOME Shell 3.36.4 |
2 Systems - 221 Benchmark Results |
Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH Fedora 32 - 5.8.11-200.fc32.x86_64 - GNOME Shell 3.36.6 |
5 Systems - 259 Benchmark Results |
2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998 Ubuntu 20.04 - 5.11.0-051100-generic - GNOME Shell 3.36.4 |
3 Systems - 202 Benchmark Results |
Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6 Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4 |
3 Systems - 406 Benchmark Results |
AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0 |
4 Systems - 210 Benchmark Results |
POWER9 - PowerNV T2P9D01 REV 1.01 - 64GB Ubuntu 20.10 - 5.9.10-050910-generic - X Server |