Caffe Update

AMD Ryzen Threadripper 3970X 32-Core testing with a ASUS ROG ZENITH II EXTREME (0702 BIOS) and NVIDIA TITAN RTX 24GB on Ubuntu 20.04 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 2009276-PTS-CAFFEUPD72
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September 26 2020
  1 Hour, 15 Minutes
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September 27 2020
  1 Hour, 15 Minutes
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September 27 2020
  1 Hour, 14 Minutes
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Caffe UpdateProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolution123AMD Ryzen Threadripper 3970X 32-Core @ 3.70GHz (32 Cores / 64 Threads)ASUS ROG ZENITH II EXTREME (0702 BIOS)AMD Starship/Matisse64GB1000GB Corsair Force MP600NVIDIA TITAN RTX 24GB (1350/7000MHz)NVIDIA TU102 HD AudioASUS MG28UAquantia AQC107 NBase-T/IEEE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 20.045.4.0-48-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8NVIDIA 450.36.064.6.0OpenCL 1.2 CUDA 11.0.1851.2.133GCC 9.3.0 + CUDA 11.0ext43840x2160NVIDIA TITAN RTX 24GB (1020/810MHz)NVIDIA TITAN RTX 24GB (990/810MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --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 ondemand - CPU Microcode: 0x8301025Python Details- Python 3.8.2Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

123Result OverviewPhoronix Test Suite100%100%101%101%CaffeCaffeCaffeCaffeCaffeCaffeCaffeCaffeCaffeCaffeCaffeAlexNet - CPU - 100GoogleNet - CPU - 200GoogleNet - NVIDIA CUDA - 100AlexNet - CPU - 200AlexNet - NVIDIA CUDA - 100AlexNet - NVIDIA CUDA - 200GoogleNet - CPU - 100GoogleNet - NVIDIA CUDA - 1000GoogleNet - NVIDIA CUDA - 200AlexNet - CPU - 1000AlexNet - NVIDIA CUDA - 1000

Caffe Updatecaffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: AlexNet - CPU - 1000caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200caffe: AlexNet - NVIDIA CUDA - 100caffe: AlexNet - NVIDIA CUDA - 200caffe: AlexNet - NVIDIA CUDA - 1000caffe: GoogleNet - NVIDIA CUDA - 100caffe: GoogleNet - NVIDIA CUDA - 200caffe: GoogleNet - NVIDIA CUDA - 1000123662591325636671951758593552811000.5181932.369460.333157.906281.8431109.265444132034665298176413353956994.4271930.009464.173130.406250.8031162.465680133062664241175324351270993.5331943.079475.993138.466280.5730977.7OpenBenchmarking.org

Caffe

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. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 10012314K28K42K56K70KSE +/- 273.03, N = 3SE +/- 206.01, N = 3SE +/- 110.64, N = 36625965444656801. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 10012311K22K33K44K55KMin: 65850 / Avg: 66259.33 / Max: 66777Min: 65032 / Avg: 65444 / Max: 65653Min: 65534 / Avg: 65680 / Max: 658971. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 20012330K60K90K120K150KSE +/- 246.42, N = 3SE +/- 235.96, N = 3SE +/- 24.70, N = 31325631320341330621. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 20012320K40K60K80K100KMin: 132161 / Avg: 132563.33 / Max: 133011Min: 131593 / Avg: 132034 / Max: 132400Min: 133032 / Avg: 133062 / Max: 1331111. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000123140K280K420K560K700KSE +/- 850.74, N = 3SE +/- 574.16, N = 3SE +/- 1991.31, N = 36671956652986642411. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1000123120K240K360K480K600KMin: 665804 / Avg: 667194.67 / Max: 668739Min: 664336 / Avg: 665297.67 / Max: 666322Min: 661803 / Avg: 664240.67 / Max: 6681871. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 10012340K80K120K160K200KSE +/- 669.06, N = 3SE +/- 494.28, N = 3SE +/- 714.47, N = 31758591764131753241. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 10012330K60K90K120K150KMin: 174522 / Avg: 175858.67 / Max: 176581Min: 175658 / Avg: 176412.67 / Max: 177343Min: 173912 / Avg: 175324 / Max: 1762201. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 20012380K160K240K320K400KSE +/- 661.91, N = 3SE +/- 639.54, N = 3SE +/- 412.10, N = 33552813539563512701. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 20012360K120K180K240K300KMin: 353987 / Avg: 355281 / Max: 356170Min: 352794 / Avg: 353956 / Max: 355000Min: 350620 / Avg: 351270.33 / Max: 3520341. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1001232004006008001000SE +/- 10.23, N = 3SE +/- 10.28, N = 3SE +/- 14.45, N = 31000.52994.43993.531. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1001232004006008001000Min: 981.2 / Avg: 1000.52 / Max: 1015.99Min: 973.86 / Avg: 994.43 / Max: 1004.73Min: 964.65 / Avg: 993.53 / Max: 1008.661. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200123400800120016002000SE +/- 2.59, N = 3SE +/- 8.43, N = 3SE +/- 3.77, N = 31932.361930.001943.071. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 20012330060090012001500Min: 1928.13 / Avg: 1932.36 / Max: 1937.07Min: 1916.06 / Avg: 1930 / Max: 1945.18Min: 1935.99 / Avg: 1943.07 / Max: 1948.841. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 10001232K4K6K8K10KSE +/- 13.99, N = 3SE +/- 2.76, N = 3SE +/- 10.47, N = 39460.339464.179475.991. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100012316003200480064008000Min: 9444.06 / Avg: 9460.33 / Max: 9488.18Min: 9458.96 / Avg: 9464.17 / Max: 9468.34Min: 9455.29 / Avg: 9475.99 / Max: 9489.061. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1001237001400210028003500SE +/- 0.31, N = 3SE +/- 7.11, N = 3SE +/- 13.90, N = 33157.903130.403138.461. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1001235001000150020002500Min: 3157.56 / Avg: 3157.9 / Max: 3158.53Min: 3120.73 / Avg: 3130.4 / Max: 3144.26Min: 3112.88 / Avg: 3138.46 / Max: 3160.671. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 20012313002600390052006500SE +/- 10.99, N = 3SE +/- 19.72, N = 3SE +/- 5.75, N = 36281.846250.806280.571. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 20012311002200330044005500Min: 6268.85 / Avg: 6281.84 / Max: 6303.69Min: 6224.17 / Avg: 6250.8 / Max: 6289.3Min: 6269.68 / Avg: 6280.57 / Max: 6289.21. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 10001237K14K21K28K35KSE +/- 61.82, N = 3SE +/- 68.26, N = 3SE +/- 37.64, N = 331109.231162.430977.71. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 10001235K10K15K20K25KMin: 31041.2 / Avg: 31109.17 / Max: 31232.6Min: 31035.5 / Avg: 31162.43 / Max: 31269.4Min: 30902.6 / Avg: 30977.67 / Max: 310201. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas