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 679 public results since 26 September 2020 with the latest data as of 6 September 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 - 6 Benchmark Results |
HiSilicon TSV110 - Huawei TaiShan 200 - Huawei HiSilicon Ubuntu 22.04 - 5.15.0-119-generic - 1.3.255 |
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1 System - 334 Benchmark Results |
Intel Core i3-12100 - ASRock H610M-HDV/M.2 R2.0 - Intel Device 7aa7 Ubuntu 20.04 - 5.15.0-89-generic - GNOME Shell 3.36.9 |
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1 System - 116 Benchmark Results |
AMD Ryzen 7 3700X 8-Core - ASUS TUF GAMING X570-PLUS - AMD Starship RockyLinux 9.4 - 6.1.102-1.el9.elrepo.x86_64 - KDE Plasma 5.27.11 |
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2 Systems - 91 Benchmark Results |
Intel Xeon Gold 6226R - QEMU Standard PC - Intel 440FX 82441FX PMC Ubuntu 24.04 - 6.8.0-39-generic - X Server |
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Featured Compiler Comparison |
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1 System - 1 Benchmark Result |
AMD Ryzen 9 7950X3D 16-Core - MSI MAG X670E TOMAHAWK WIFI - AMD Device 14d8 Ubuntu 22.04 - 6.5.0-41-generic - GNOME Shell 42.9 |
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2 Systems - 130 Benchmark Results |
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1 System - 2 Benchmark Results
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Intel Xeon W-2150B - Dell 0X8DXD - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 5.15.0-25-generic - GNOME Shell 42.0
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1 System - 6 Benchmark Results
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AMD Ryzen 9 7950X3D 16-Core - MSI MAG X670E TOMAHAWK WIFI - AMD Device 14d8 Linuxmint 21.3 - 6.5.0-1022-oem - Cinnamon 6.0.4
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1 System - 134 Benchmark Results
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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
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3 Systems - 105 Benchmark Results
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2 x Intel Xeon E5-2682 v4 - Supermicro X10DRG-Q v1.10 - Intel Xeon E7 v4 Ubuntu 22.04 - 5.15.0-102-generic - X Server 1.21.1.3
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1 System - 63 Benchmark Results
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AMD EPYC 9474F 48-Core - Linode Compute Instance - Intel 82G33 Debian 12 - 6.1.0-18-amd64 - X Server
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1 System - 133 Benchmark Results
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AMD Ryzen Threadripper 7960X 24-Cores - ASRock TRX50 WS - AMD Device 14a4 Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.9
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1 System - 129 Benchmark Results
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AMD Ryzen Threadripper 7960X 24-Cores - ASRock TRX50 WS - AMD Device 14a4 Ubuntu 22.04 - 6.5.0-25-generic - GNOME Shell 42.9 |