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 63 public results since 26 September 2020 with the latest data as of 23 February 2024.
Additional benchmark metrics will come after OpenBenchmarking.org has collected a sufficient data-set.
Based on OpenBenchmarking.org data, the selected test / test configuration (Caffe 2020-02-13 - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200) has an average run-time of 2 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.
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.
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 |
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 - 6.7.1-arch1-1 - KDE Plasma 5.27.10 |
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 |
3 Systems - 156 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 |
Featured Graphics Comparison |
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3 Systems - 156 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 |
Featured Graphics Comparison |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-14-generic - GNOME Shell 40.2 |
3 Systems - 177 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-22-generic - GNOME Shell 40.5 |
2 Systems - 358 Benchmark Results |
AMD Ryzen Threadripper 3990X 64-Core - Gigabyte TRX40 DESIGNARE - AMD Starship Ubuntu 20.04 - 5.13.0-28-generic - X Server 1.20.11 |
28 Systems - 238 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4 |
2 Systems - 89 Benchmark Results |
2 x Intel Xeon Silver 4208 - Dell 0DY2X0 - 64GB Ubuntu 20.04.4 LTS - 5.10.0-23-amd64 - NVIDIA |
2 Systems - 84 Benchmark Results |
4 x QEMU Virtual 2.5+ - QEMU Standard PC - Intel 82G33 Ubuntu 22.04 - 5.15.0-72-generic - 1.3.224 |
3 Systems - 15 Benchmark Results |
AMD Ryzen 5 2600 Six-Core - Gigabyte X470 AORUS ULTRA GAMING-CF - AMD 17h Ubuntu 19.10 - 5.3.0-64-generic - KDE Plasma 5.18.3 |
5 Systems - 29 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
Featured Graphics Comparison |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
3 Systems - 28 Benchmark Results |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4 |
2 Systems - 138 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS TUF GAMING X570-PLUS - AMD Starship Gentoo 2.14 - 6.5.0-gentoo-x86_64 - KDE Plasma 5.27.7 |
2 Systems - 124 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS ROG CROSSHAIR X670E HERO - AMD Device 14d8 Linuxmint 21.1 - 5.15.0-58-generic - Cinnamon 5.6.7 |
Featured Graphics Comparison |
Intel Xeon w9-3495X - ASUS Pro WS W790E-SAGE SE - Intel Device 7aa7 Ubuntu 22.04 - 6.3.0-060300-generic - GNOME Shell 42.5 |
4 Systems - 177 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 21.10 - 5.13.0-22-generic - GNOME Shell 40.5 |
4 Systems - 177 Benchmark Results |
AMD Ryzen 9 7950X 16-Core - ASUS TUF GAMING X670E-PLUS WIFI - AMD Device 14d8 Ubuntu 22.04 - 5.15.0-25-generic - GNOME Shell 42.4 |