CUDA Caffe NVIDIA Comparison

CUDA 8.0 + cuDNN Caffe deep learning benchmarks with many different GPUs. Tests by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1702028-TA-1611066TA46
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GTX 680
November 05 2016
 
GTX 760
November 05 2016
 
GTX 780 Ti
November 05 2016
 
GTX 950
November 04 2016
 
GTX 960
November 04 2016
 
GTX 970
November 04 2016
 
GTX 980
November 04 2016
 
GTX 980 Ti
November 04 2016
 
GTX 1050
November 04 2016
 
GTX 1050 Ti
November 05 2016
 
GTX 1060
November 04 2016
 
GTX 1070
November 04 2016
 
GTX 1080
November 04 2016
 
ubu_ml2
February 02 2017
 
ubu_ml_375.26
February 02 2017
 
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{ "title": "CUDA Caffe NVIDIA Comparison", "last_modified": "2017-02-02 19:12:42", "description": " CUDA 8.0 + cuDNN Caffe deep learning benchmarks with many different GPUs. Tests by Michael Larabel.", "systems": { "GTX 680": { "identifier": "GTX 680", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "NVIDIA GeForce GTX 680 2048MB (1006\/3004MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-05 10:30:09", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 760": { "identifier": "GTX 760", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "NVIDIA GeForce GTX 760 2048MB (980\/3004MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-05 13:11:51", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 780 Ti": { "identifier": "GTX 780 Ti", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "NVIDIA GeForce GTX 780 Ti 3072MB (875\/3500MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-05 08:09:39", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 950": { "identifier": "GTX 950", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "eVGA NVIDIA GeForce GTX 950 2048MB (1201\/3304MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 11:40:30", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 960": { "identifier": "GTX 960", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "eVGA NVIDIA GeForce GTX 960 2048MB (1277\/3505MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 13:10:50", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 970": { "identifier": "GTX 970", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "eVGA NVIDIA GeForce GTX 970 4096MB (1163\/3505MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 14:37:30", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 980": { "identifier": "GTX 980", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "NVIDIA GeForce GTX 980 4096MB (135\/324MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 08:48:01", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 980 Ti": { "identifier": "GTX 980 Ti", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "NVIDIA GeForce GTX 980 Ti 6144MB (999\/3505MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 10:27:15", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 1050": { "identifier": "GTX 1050", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "Zotac NVIDIA GeForce GTX 1050 2048MB (1316\/3504MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 18:34:20", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 1050 Ti": { "identifier": "GTX 1050 Ti", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1341\/3504MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-05 09:01:05", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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-tune=generic -v", "cpu-scaling-governor": "intel_pstate performance" } }, "GTX 1060": { "identifier": "GTX 1060", "hardware": { "Processor": "Intel Xeon E3-1280 v5 @ 4.00GHz (8 Cores)", "Motherboard": "MSI C236A WORKSTATION (MS-7998) v1.0", "Chipset": "Intel Sky Lake", "Memory": "16384MB", "Disk": "256GB INTEL SSDPEKKW256G7", "Graphics": "NVIDIA GeForce GTX 1060 6GB 6144MB (1506\/4006MHz)", "Audio": "Realtek ALC1150", "Network": "Intel Connection" }, "software": { "OS": "Ubuntu 16.04", "Kernel": "4.8.4-040804-generic (x86_64)", "Desktop": "Unity 7.4.0", "Display Server": "X Server 1.18.4", "Display Driver": "NVIDIA 375.10", "OpenGL": "4.5.0", "Vulkan": "1.0.8", "Compiler": "GCC 5.4.0 20160609 + LLVM 3.8.0 + CUDA 8.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "phoronix", "timestamp": "2016-11-04 17:05:59", "data": { "compiler-configuration": "--build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --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 --enable-plugin --enable-shared --enable-threads=posix --host=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 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