MNN Comparison

2 x Intel Xeon Platinum 8280 testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe 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 2101067-HA-2101067PT39
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Date
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Ryzen 9 5950X
January 06 2021
  39 Minutes
Core i7 1165G7
January 06 2021
  1 Hour, 13 Minutes
EPYC 7742 2P
January 06 2021
  2 Hours, 8 Minutes
Ryzen 5 4500U
January 06 2021
  55 Minutes
Xeon Platinum 8280 2P
January 06 2021
  3 Hours, 17 Minutes
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  1 Hour, 38 Minutes

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{ "title": "MNN Comparison", "last_modified": "2021-01-06 18:38:12", "description": "2 x Intel Xeon Platinum 8280 testing with a GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite.", "reference_id": "2101067-PTS-2101061H01", "systems": { "Ryzen 9 5950X": { "identifier": "Ryzen 9 5950X", "hardware": { "Processor": "AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores \/ 24 Threads)", "Motherboard": "ASUS ROG CROSSHAIR VIII HERO (2702 BIOS)", "Chipset": "AMD Starship\/Matisse", "Memory": "16GB", "Disk": "1000GB Sabrent Rocket 4.0 1TB + 1000GB Samsung SSD 980 PRO 1TB", "Graphics": "Sapphire AMD Radeon RX 5600 OEM\/5600 XT \/ 5700\/5700 6GB (1780\/875MHz)", "Audio": "AMD Navi 10 HDMI Audio", "Monitor": "ASUS VP28U", "Network": "Realtek RTL8125 2.5GbE + Intel I211" }, "software": { "OS": "Ubuntu 20.10", "Kernel": "5.10.0-phx (x86_64)", "Desktop": "GNOME Shell 3.38.1", "Display Server": "X Server 1.20.9", "Display Driver": "modesetting 1.20.9", "OpenGL": "4.6 Mesa 20.2.1 (LLVM 11.0.0)", "Vulkan": "1.2.131", "Compiler": "GCC 10.2.0", "File-System": "ext4", "Screen Resolution": "3840x2160" }, "user": "pts", "timestamp": "2021-01-06 13:15:23", "data": { "compiler-configuration": "--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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=\/build\/gcc-10-JvwpWM\/gcc-10-10.2.0\/debian\/tmp-nvptx\/usr,amdgcn-amdhsa=\/build\/gcc-10-JvwpWM\/gcc-10-10.2.0\/debian\/tmp-gcn\/usr,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", "cpu-scaling-governor": "acpi-cpufreq schedutil (Boost: Enabled)", "cpu-microcode": "0xa201009", "security": "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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected" } }, "Core i7 1165G7": { "identifier": "Core i7 1165G7", "hardware": { "Processor": "Intel Core i7-1165G7 @ 4.70GHz (4 Cores \/ 8 Threads)", "Motherboard": "Dell 0GG9PT (1.0.3 BIOS)", "Chipset": "Intel Tiger Lake-LP", "Memory": "16GB", "Disk": "Kioxia KBG40ZNS256G NVMe 256GB", "Graphics": "Intel UHD 3GB (1300MHz)", "Audio": "Realtek ALC289", "Network": "Intel Wi-Fi 6 AX201" }, "software": { "OS": "Ubuntu 20.10", "Kernel": "5.11.0-rc1-phx (x86_64) 20201228", "Desktop": "GNOME Shell 3.38.1", "Display Server": "X Server 1.20.9", "Display Driver": "modesetting 1.20.9", "OpenGL": "4.6 Mesa 21.0.0-devel (git-7d8d99e 2020-12-25 groovy-oibaf-ppa)", "Vulkan": "1.2.145", "Compiler": "GCC 10.2.0", "File-System": "ext4", "Screen Resolution": "1920x1200" }, "user": "phoronix", "timestamp": "2021-01-06 13:34:21", "data": { "compiler-configuration": "--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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=\/build\/gcc-10-JvwpWM\/gcc-10-10.2.0\/debian\/tmp-nvptx\/usr,amdgcn-amdhsa=\/build\/gcc-10-JvwpWM\/gcc-10-10.2.0\/debian\/tmp-gcn\/usr,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", "cpu-scaling-governor": "intel_pstate powersave", "cpu-microcode": "0x60", "cpu-thermald": "2.3", "security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled + srbds: Not affected + tsx_async_abort: Not affected" } }, "EPYC 7742 2P": { "identifier": "EPYC 7742 2P", "hardware": { "Processor": "2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores \/ 256 Threads)", "Motherboard": "AMD DAYTONA_X (RDY1006G BIOS)", "Chipset": "AMD Starship\/Matisse", "Memory": "504GB", "Disk": "2 x 3841GB Micron_9300_MTFDHAL3T8TDP", "Graphics": "llvmpipe", "Monitor": "VE228", "Network": "2 x Mellanox MT27710" }, "software": { "OS": "Ubuntu 20.04", "Kernel": "5.4.0-48-generic (x86_64)", "Desktop": "GNOME Shell 3.36.4", "Display Server": "X Server 1.20.8", "Display Driver": "modesetting 1.20.8", "OpenGL": "3.3 Mesa 20.0.8 (LLVM 10.0.0 128 bits)", "Compiler": "GCC 9.3.0", "File-System": "ext4", "Screen Resolution": "1920x1080" }, "user": "phoronix", "timestamp": "2021-01-06 13:57:42", "data": { "compiler-configuration": "--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", "cpu-scaling-governor": "acpi-cpufreq ondemand (Boost: Enabled)", "cpu-microcode": "0x8301034", "security": "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 IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected" } }, "Ryzen 5 4500U": { "identifier": "Ryzen 5 4500U", "hardware": { "Processor": "AMD Ryzen 5 4500U @ 2.38GHz (6 Cores)", "Motherboard": "LENOVO LNVNB161216 (EECN20WW BIOS)", "Chipset": "AMD Renoir Root Complex", "Memory": "16GB", "Disk": "256GB SK hynix HFM256GDHTNI-87A0B", "Graphics": "AMD Renoir 512MB (1500\/400MHz)", "Audio": "AMD Device 1637", "Network": "Realtek RTL8822CE 802.11ac PCIe" }, "software": { "OS": "Ubuntu 20.10", "Kernel": "5.10.0-pts (x86_64)", "Desktop": "GNOME Shell 3.38.1", "Display Server": "X Server 1.20.9", "Display Driver": "amdgpu 19.1.0", "OpenGL": "4.6 Mesa 21.0.0-devel (git-448e603 2020-12-21 groovy-oibaf-ppa) (LLVM 11.0.0)", "Vulkan": "1.2.145", "Compiler": "GCC 10.2.0", "File-System": "ext4", "Screen Resolution": "1920x1080" }, "user": "pts", "timestamp": "2021-01-06 15:00:40", "data": { "compiler-configuration": "--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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=\/build\/gcc-10-JvwpWM\/gcc-10-10.2.0\/debian\/tmp-nvptx\/usr,amdgcn-amdhsa=\/build\/gcc-10-JvwpWM\/gcc-10-10.2.0\/debian\/tmp-gcn\/usr,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", "cpu-scaling-governor": "acpi-cpufreq schedutil (Boost: Enabled)", "cpu-microcode": "0x8600102", "security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled + srbds: Not affected + tsx_async_abort: Not affected" } }, "Xeon Platinum 8280 2P": { "identifier": "Xeon Platinum 8280 2P", "hardware": { "Processor": "2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores \/ 112 Threads)", "Motherboard": "GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)", "Chipset": "Intel Sky Lake-E DMI3 Registers", "Memory": "378GB", "Disk": "280GB INTEL SSDPED1D280GA", "Graphics": "llvmpipe", "Monitor": "VE228", "Network": "2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10\/25\/40\/50GbE" }, "software": { "OS": "Ubuntu 20.04", "Kernel": "5.4.0-18-generic (x86_64)", "Desktop": "GNOME Shell 3.36.0", "Display Server": "X Server 1.20.7", "Display Driver": "modesetting 1.20.7", "OpenGL": "3.3 Mesa 20.0.2 (LLVM 9.0.1 256 bits)", "Compiler": "GCC 9.3.0", "File-System": "ext4", "Screen Resolution": "1920x1080" }, "user": "phoronix", "timestamp": "2021-01-06 17:54:56", "data": { "compiler-configuration": "--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", "cpu-scaling-governor": "intel_pstate powersave", "cpu-microcode": "0x500002c", "security": "itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled" } } }, "results": { "7ee26d8a947b546396c9e55d290db24f58db1f69": { "identifier": "pts\/mnn-1.0.1", "title": "Mobile Neural Network", "app_version": "2020-09-17", "description": "Model: inception-v3", "scale": "ms", "proportion": "LIB", "display_format": "BAR_GRAPH", "results": { "Ryzen 9 5950X": { "value": 28.178000000000000824229573481716215610504150390625, "raw_values": [ 28.178000000000000824229573481716215610504150390625, 28.7349999999999994315658113919198513031005859375, 27.620999999999998664179656771011650562286376953125 ], "min_result": [ "26.69" ], "max_result": [ "79.62" ], "test_run_times": [ 79.4500000000000028421709430404007434844970703125, 80.06999999999999317878973670303821563720703125, 78.8900000000000005684341886080801486968994140625 ], "details": { "compiler-options": { "compiler-type": "CXX", "compiler": "g++", "compiler-options": "-std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl" } } }, "Core i7 1165G7": { "value": 65.9950000000000045474735088646411895751953125, "raw_values": [ 65.9489999999999980673237587325274944305419921875, 65.900000000000005684341886080801486968994140625, 66.135999999999995679900166578590869903564453125 ], "min_result": [ "65.27" ], "max_result": [ "103.19" ], "test_run_times": [ 153.840000000000003410605131648480892181396484375, 158.419999999999987494447850622236728668212890625, 157.909999999999996589394868351519107818603515625 ], "details": { "compiler-options": { "compiler-type": "CXX", "compiler": "g++", "compiler-options": "-std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl" } } }, "EPYC 7742 2P": { "value": 35.45900000000000318323145620524883270263671875, "raw_values": [ 35.1580000000000012505552149377763271331787109375, 36.090000000000003410605131648480892181396484375, 34.9969999999999998863131622783839702606201171875, 35.5319999999999964757080306299030780792236328125, 35.30499999999999971578290569595992565155029296875, 35.0750000000000028421709430404007434844970703125, 35.10300000000000153477230924181640148162841796875, 35.25099999999999766941982670687139034271240234375, 36.68500000000000227373675443232059478759765625, 35.85900000000000176214598468504846096038818359375, 35.33200000000000073896444519050419330596923828125, 35.12299999999999755573298898525536060333251953125 ], "min_result": [ "33" ], "max_result": [ "142.28" ], "test_run_times": [ 104.93999999999999772626324556767940521240234375, 103.9800000000000039790393202565610408782958984375, 103.340000000000003410605131648480892181396484375, 100.030000000000001136868377216160297393798828125, 101.93000000000000682121026329696178436279296875, 103.18999999999999772626324556767940521240234375, 98.4500000000000028421709430404007434844970703125, 103.8599999999999994315658113919198513031005859375, 102.5, 105.56999999999999317878973670303821563720703125, 101.43999999999999772626324556767940521240234375, 102.2300000000000039790393202565610408782958984375 ], "details": { "compiler-options": { "compiler-type": "CXX", "compiler": "g++", "compiler-options": "-std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl" } } }, "Ryzen 5 4500U": { "value": 46.1700000000000017053025658242404460906982421875, "raw_values": [ 48.18500000000000227373675443232059478759765625, 44.6340000000000003410605131648480892181396484375, 45.69200000000000017053025658242404460906982421875 ], "min_result": [ "42.15" ], "max_result": [ "128.35" ], "test_run_times": [ 114.93999999999999772626324556767940521240234375, 108.400000000000005684341886080801486968994140625, 109.93000000000000682121026329696178436279296875 ], "details": { "compiler-options": { "compiler-type": "CXX", "compiler": "g++", "compiler-options": "-std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl" } } }, "Xeon Platinum 8280 2P": { "value": 30.495000000000000994759830064140260219573974609375, "raw_values": [ 28.257000000000001449507180950604379177093505859375, 30.495000000000000994759830064140260219573974609375, 31.1039999999999992041921359486877918243408203125, 30.446999999999999175770426518283784389495849609375, 30.925999999999998379962562466971576213836669921875, 31.23100000000000164845914696343243122100830078125, 30.684000000000001051603248924948275089263916015625, 30.76599999999999823785401531495153903961181640625, 30.25, 30.931000000000000937916411203332245349884033203125, 29.449000000000001620037437533028423786163330078125, 30.28600000000000136424205265939235687255859375, 30.757000000000001449507180950604379177093505859375, 30.61299999999999954525264911353588104248046875, 31.224000000000000198951966012828052043914794921875 ], "min_result": [ "24.64" ], "max_result": [ "154.56" ], "test_run_times": [ 86.18999999999999772626324556767940521240234375, 91.5799999999999982946974341757595539093017578125, 93.1299999999999954525264911353588104248046875, 90.909999999999996589394868351519107818603515625, 92.56999999999999317878973670303821563720703125, 92.4200000000000017053025658242404460906982421875, 94.43999999999999772626324556767940521240234375, 88.9200000000000017053025658242404460906982421875, 89.8599999999999994315658113919198513031005859375, 94.7900000000000062527760746888816356658935546875, 86.4200000000000017053025658242404460906982421875, 93.099999999999994315658113919198513031005859375, 94.56999999999999317878973670303821563720703125, 95.0100000000000051159076974727213382720947265625, 94.5799999999999982946974341757595539093017578125 ], "details": { "compiler-options": { "compiler-type": "CXX", "compiler": "g++", "compiler-options": "-std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl" } } } } }, "773ef966288558eede14fbbfc1c50586d2e7fcf7": { "identifier": "pts\/mnn-1.0.1", "title": "Mobile Neural Network", "app_version": "2020-09-17", "description": "Model: mobilenet-v1-1.0", "scale": "ms", "proportion": "LIB", "display_format": "BAR_GRAPH", "results": { "Ryzen 9 5950X": { "value": 5.81299999999999972288833305356092751026153564453125, "raw_values": [ 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