CPU Caffe New CPUs Googlenet AlexNet

AMD Ryzen 7 1800X Eight-Core testing with a MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0 and Sapphire AMD Radeon R9 FURY / NANO 4096MB on Ubuntu 17.04 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 1703024-RI-1702282RI75
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

HPC - High Performance Computing 2 Tests
Machine Learning 2 Tests
Python Tests 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable
Show Perf Per Clock Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
Core i7 6800K
February 27 2017
 
Core i7 4790K
February 27 2017
 
Core i5 6600K
February 27 2017
 
Xeon E3-1245 v5
February 28 2017
 
Ryzen 7 1800X
March 01 2017
 
Invert Hiding All Results Option
 

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


CPU Caffe New CPUs Googlenet AlexNetProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionCore i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800XIntel Core i7-6800K @ 3.80GHz (12 Cores)MSI X99A WORKSTATION (MS-7A54) v1.0Intel Xeon E7 v4/Xeon16384MB120GB Samsung SSD 850 + 4 x 120GB TOSHIBA-TR150NVIDIA GeForce GTX TITAN X 12288MBRealtek ALC1150ASUS PB278Intel ConnectionUbuntu 17.044.10.0-8-generic (x86_64)Unity 7.5.0X Server 1.18.4nouveau 1.0.134.1 Mesa 13.0.4 Gallium 0.4GCC 6.3.0 20161229ext42560x1440Intel Core i7-4790K @ 4.40GHz (8 Cores)Gigabyte Z97-HD3PIntel 4th Gen Core DRAM120GB OCZ TRION100Intel Haswell Desktop 1536MB (1250MHz)Intel Xeon E3-1200 v3/4thDELL P2415QRealtek RTL8111/8168/8411modesetting 1.18.43.3 Mesa 13.0.43840x2160Intel Core i5-6600K @ 3.90GHz (4 Cores)MSI Z170A GAMING PRO (MS-7984) v1.0Intel Skylake15360MB256GB TS256GSSD370SIntel HD 530 (Skylake GT2) 3072MB (1150MHz)Realtek ALC1150Intel Connection4.5 Mesa 13.0.4Intel Xeon E3-1245 v5 @ 3.90GHz (8 Cores)MSI C236A WORKSTATION (MS-7998) v1.032768MB120GB Samsung SSD 850Intel HD P530 (Skylake GT2) 3072MB (1150MHz)AMD Ryzen 7 1800X Eight-Core @ 3.60GHz (16 Cores)MSI X370 XPOWER GAMING TITANIUM (MS-7A31) v1.0AMD Device 145016384MB256GB INTEL SSDPEKKW256G7Sapphire AMD Radeon R9 FURY / NANO 4096MBAMD Fiji HDMI/DPIntel I211 Gigabit Connection4.10.0-9-generic (x86_64)4.3 Mesa 13.0.4 Gallium 0.4 (LLVM 3.9.1)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --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-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic -v Processor Details- Core i7 6800K: Scaling Governor: intel_pstate powersave- Core i7 4790K: Scaling Governor: intel_pstate powersave- Core i5 6600K: Scaling Governor: intel_pstate powersave- Xeon E3-1245 v5: Scaling Governor: intel_pstate powersave- Ryzen 7 1800X: Scaling Governor: acpi-cpufreq ondemand

Core i7 6800KCore i7 4790KCore i5 6600KXeon E3-1245 v5Ryzen 7 1800XResult OverviewPhoronix Test Suite100%162%223%285%CaffeScikit-LearnCaffeCPU GooglenetP.T.S.v.0.0CPU AlexNet

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CPU AlexNetXeon E3-1245 v5Core i5 6600KCore i7 6800KCore i7 4790KRyzen 7 1800X130K260K390K520K650KSE +/- 1197.41, N = 3SE +/- 70.15, N = 3SE +/- 1760.82, N = 3SE +/- 1326.96, N = 3SE +/- 74.81, N = 35964435850973701733048582989151. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CPU AlexNetXeon E3-1245 v5Core i5 6600KCore i7 6800KCore i7 4790KRyzen 7 1800X100K200K300K400K500KMin: 595104 / Avg: 596443 / Max: 598832Min: 584976 / Avg: 585096.67 / Max: 585219Min: 367227 / Avg: 370173 / Max: 373317Min: 303222 / Avg: 304858.33 / Max: 307486Min: 298793 / Avg: 298915 / Max: 2990511. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CPU GooglenetXeon E3-1245 v5Core i5 6600KCore i7 6800KCore i7 4790KRyzen 7 1800X500K1000K1500K2000K2500KSE +/- 1885.00, N = 3SE +/- 1706.14, N = 3SE +/- 3026.69, N = 3SE +/- 2578.26, N = 3SE +/- 557.40, N = 3230912022686807888506737196671921. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CPU GooglenetXeon E3-1245 v5Core i5 6600KCore i7 6800KCore i7 4790KRyzen 7 1800X400K800K1200K1600K2000KMin: 2306050 / Avg: 2309120 / Max: 2312550Min: 2266370 / Avg: 2268680 / Max: 2272010Min: 785726 / Avg: 788849.67 / Max: 794902Min: 670852 / Avg: 673718.67 / Max: 678864Min: 666620 / Avg: 667192.33 / Max: 6683071. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1Phoronix Test Suite v7.0.0m4Xeon E3-1245 v5Core i5 6600KCore i7 6800KRyzen 7 1800XCore i7 4790K1530456075SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.30, N = 366.9665.6040.0036.8832.91
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.17.1Phoronix Test Suite v7.0.0m4Xeon E3-1245 v5Core i5 6600KCore i7 6800KRyzen 7 1800XCore i7 4790K1326395265Min: 66.9 / Avg: 66.96 / Max: 67Min: 65.46 / Avg: 65.6 / Max: 65.7Min: 39.73 / Avg: 40 / Max: 40.39Min: 36.71 / Avg: 36.88 / Max: 37.06Min: 32.56 / Avg: 32.91 / Max: 33.51