Microsoft Azure EPYC 7003 HBv3 Benchmarks

Azure HBv3 benchmarks against other Microsoft Azure HPC instance types. Benchmarks by Michael Larabel for a future article on phoronix.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2104126-PTS-MSAZURE208
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Azure HBv3 - EPYC 7V13
April 09 2021
  7 Hours, 26 Minutes
Azure HBv2 - EPYC 7V12
April 10 2021
  7 Hours, 35 Minutes
Azure HBv1 - EPYC 7551
April 11 2021
  9 Hours, 54 Minutes
Azure HC - Xeon 8168
April 12 2021
  4 Hours, 27 Minutes
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  7 Hours, 20 Minutes

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{ "title": "Microsoft Azure EPYC 7003 HBv3 Benchmarks", "last_modified": "2021-04-12 05:36:42", "description": "Azure HBv3 benchmarks against other Microsoft Azure HPC instance types. Benchmarks by Michael Larabel for a future article on phoronix.", "systems": { "Azure HBv3 - EPYC 7V13": { "identifier": "Azure HBv3 - EPYC 7V13", "hardware": { "Processor": "2 x AMD EPYC 7V13 64-Core (120 Cores)", "Motherboard": "Microsoft Virtual Machine (Hyper-V UEFI v4.1 BIOS)", "Memory": "442GB", "Disk": "2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk", "Graphics": "hyperv_fb" }, "software": { "OS": "CentOS Linux 8", "Kernel": "4.18.0-147.8.1.el8_1.x86_64 (x86_64)", "Compiler": "GCC 8.3.1 20190507", "File-System": "nfs", "Screen Resolution": "1152x864", "System Layer": "microsoft" }, "timestamp": "2021-04-09 13:28:01", "data": { "compiler-configuration": "--build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=\/usr\/share\/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver", "cpu-microcode": "0xffffffff", "kernel-extra-details": "Transparent Huge Pages: always", "python": "Python 3.6.8", "security": "itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy\/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected" } }, "Azure HBv2 - EPYC 7V12": { "identifier": "Azure HBv2 - EPYC 7V12", "hardware": { "Processor": "2 x AMD EPYC 7V12 64-Core (120 Cores)", "Motherboard": "Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS)", "Memory": "450GB", "Disk": "960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk", "Graphics": "hyperv_fb" }, "software": { "OS": "CentOS Linux 8", "Kernel": "4.18.0-147.8.1.el8_1.x86_64 (x86_64)", "Compiler": "GCC 8.3.1 20190507", "File-System": "nfs", "Screen Resolution": "1152x864", "System Layer": "microsoft" }, "timestamp": "2021-04-10 10:15:01", "data": { "compiler-configuration": "--build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=\/usr\/share\/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver", "cpu-microcode": "0xffffffff", "kernel-extra-details": "Transparent Huge Pages: always", "python": "Python 3.6.8", "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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected" } }, "Azure HBv1 - EPYC 7551": { "identifier": "Azure HBv1 - EPYC 7551", "hardware": { "Processor": "2 x AMD EPYC 7551 32-Core (60 Cores)", "Motherboard": "Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS)", "Memory": "226GB", "Disk": "32GB Virtual Disk + 752GB Virtual Disk", "Graphics": "hyperv_fb" }, "software": { "OS": "CentOS Linux 8", "Kernel": "4.18.0-147.8.1.el8_1.x86_64 (x86_64)", "Compiler": "GCC 8.3.1 20190507", "File-System": "nfs", "Screen Resolution": "1152x864", "System Layer": "microsoft" }, "timestamp": "2021-04-11 11:20:01", "data": { "compiler-configuration": "--build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=\/usr\/share\/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver", "cpu-microcode": "0xffffffff", "kernel-extra-details": "Transparent Huge Pages: always", "python": "Python 3.6.8", "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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected" } }, "Azure HC - Xeon 8168": { "identifier": "Azure HC - Xeon 8168", "hardware": { "Processor": "2 x Intel Xeon Platinum 8168 (44 Cores)", "Motherboard": "Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS)", "Memory": "348GB", "Disk": "32GB Virtual Disk + 752GB Virtual Disk", "Graphics": "hyperv_fb" }, "software": { "OS": "CentOS Linux 8", "Kernel": "4.18.0-147.8.1.el8_1.x86_64 (x86_64)", "Compiler": "GCC 8.3.1 20190507", "File-System": "nfs", "Screen Resolution": "1152x864", "System Layer": "microsoft" }, "timestamp": "2021-04-12 00:47:01", "data": { "compiler-configuration": "--build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=\/usr\/share\/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver", "cpu-microcode": "0xffffffff", "kernel-extra-details": "Transparent Huge Pages: always", "python": "Python 3.6.8", "security": "itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy\/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown" } } }, "results": { "e4303cae225e2ec652192e4b2613635d07aa2f13": { "identifier": "pts\/plaidml-1.0.4", "title": "PlaidML", "arguments": "--no-fp16 --no-train resnet50 CPU", "description": "FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU", "scale": "FPS", "proportion": "HIB", "display_format": "BAR_GRAPH", "results": { "Azure HBv3 - EPYC 7V13": { "value": 6.269999999999999573674358543939888477325439453125, "raw_values": [ 6.12000000000000010658141036401502788066864013671875, 7.53000000000000024868995751603506505489349365234375, 6.0099999999999997868371792719699442386627197265625, 6.12999999999999989341858963598497211933135986328125, 6.3300000000000000710542735760100185871124267578125, 6.019999999999999573674358543939888477325439453125, 6.12999999999999989341858963598497211933135986328125, 6.11000000000000031974423109204508364200592041015625, 6.07000000000000028421709430404007434844970703125 ], "test_run_times": [ 354.720000000000027284841053187847137451171875, 289.970000000000027284841053187847137451171875, 359.009999999999990905052982270717620849609375, 352.51999999999998181010596454143524169921875, 341, 358.48000000000001818989403545856475830078125, 351.95999999999997953636921010911464691162109375, 353.18000000000000682121026329696178436279296875, 355.58999999999997498889570124447345733642578125 ] }, "Azure HBv2 - EPYC 7V12": { "value": 5.5999999999999996447286321199499070644378662109375, "raw_values": [ 5.5800000000000000710542735760100185871124267578125, 5.55999999999999960920149533194489777088165283203125, 5.6500000000000003552713678800500929355621337890625 ], "test_run_times": [ 391.94999999999998863131622783839702606201171875, 391.44999999999998863131622783839702606201171875, 384.6000000000000227373675443232059478759765625 ] }, "Azure HBv1 - EPYC 7551": { "value": 4.79999999999999982236431605997495353221893310546875, "raw_values": [ 4.769999999999999573674358543939888477325439453125, 4.80999999999999960920149533194489777088165283203125, 4.8300000000000000710542735760100185871124267578125 ], "test_run_times": [ 459.75, 454.06000000000000227373675443232059478759765625, 451.79000000000002046363078989088535308837890625 ] }, "Azure HC - Xeon 8168": { "value": 4.910000000000000142108547152020037174224853515625, "raw_values": [ 4.88999999999999968025576890795491635799407958984375, 4.910000000000000142108547152020037174224853515625, 4.9199999999999999289457264239899814128875732421875 ], "test_run_times": [ 442.98000000000001818989403545856475830078125, 439.93000000000000682121026329696178436279296875, 438.44999999999998863131622783839702606201171875 ] } } }, "cd6c498a30144261a8377c7a9b7942f38b4b038b": { "identifier": "pts\/mnn-1.2.0", "title": "Mobile Neural Network", "app_version": "1.1.3", "description": "Model: inception-v3", "scale": "ms", "proportion": "LIB", "display_format": "BAR_GRAPH", "results": { "Azure HBv3 - 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EPYC 7V12": { "value": 55.35600000000000164845914696343243122100830078125, "raw_values": [ 53.46399999999999863575794734060764312744140625, 55.13199999999999789679350215010344982147216796875, 58.05499999999999971578290569595992565155029296875, 53.55199999999999960209606797434389591217041015625, 57.6219999999999998863131622783839702606201171875, 57.53099999999999880628820392303168773651123046875, 55.356999999999999317878973670303821563720703125, 62.2740000000000009094947017729282379150390625, 55.79099999999999681676854379475116729736328125, 49.9969999999999998863131622783839702606201171875, 51.39999999999999857891452847979962825775146484375, 54.10000000000000142108547152020037174224853515625 ], "min_result": [ "47.56" ], "max_result": [ "509.74" ], "test_run_times": [ 169.289999999999992041921359486877918243408203125, 164.830000000000012505552149377763271331787109375, 156.18999999999999772626324556767940521240234375, 147.80000000000001136868377216160297393798828125, 160.960000000000007958078640513122081756591796875, 157.25, 159.1299999999999954525264911353588104248046875, 166.56999999999999317878973670303821563720703125, 156.400000000000005684341886080801486968994140625, 152.479999999999989768184605054557323455810546875, 152.6100000000000136424205265939235687255859375, 154.770000000000010231815394945442676544189453125 ], "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 -O2 -rdynamic -pthread -ldl" } } }, "Azure HBv1 - EPYC 7551": { "value": 76.799000000000006593836587853729724884033203125, "raw_values": [ 80.965000000000003410605131648480892181396484375, 75, 77.423000000000001818989403545856475830078125, 79.5729999999999932924765744246542453765869140625, 75.0750000000000028421709430404007434844970703125, 76.938999999999992951416061259806156158447265625, 73.0810000000000030695446184836328029632568359375, 73.47100000000000363797880709171295166015625, 77.4429999999999978399500832892954349517822265625, 79.647999999999996134647517465054988861083984375, 81.7600000000000051159076974727213382720947265625, 71.2069999999999936335370875895023345947265625 ], "min_result": [ "69.85" ], "max_result": [ "676.14" ], "test_run_times": [ 192.520000000000010231815394945442676544189453125, 192.759999999999990905052982270717620849609375, 194.520000000000010231815394945442676544189453125, 196.460000000000007958078640513122081756591796875, 185.650000000000005684341886080801486968994140625, 191.69999999999998863131622783839702606201171875, 186.150000000000005684341886080801486968994140625, 180.43999999999999772626324556767940521240234375, 190.1399999999999863575794734060764312744140625, 195.599999999999994315658113919198513031005859375, 205.990000000000009094947017729282379150390625, 189.210000000000007958078640513122081756591796875 ], "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 -O2 -rdynamic -pthread -ldl" } } }, "Azure HC - Xeon 8168": { "value": 35.673000000000001818989403545856475830078125, "raw_values": [ 36.24000000000000198951966012828052043914794921875, 35.64099999999999823785401531495153903961181640625, 35.13700000000000045474735088646411895751953125 ], "min_result": [ "34.52" ], "max_result": [ "128.55" ], "test_run_times": [ 89.93000000000000682121026329696178436279296875, 88.840000000000003410605131648480892181396484375, 88.6099999999999994315658113919198513031005859375 ], "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 -O2 -rdynamic -pthread -ldl" } } } } }, "7224062bba1c60f815b3e210edbac1e34205e9d7": { "identifier": "pts\/mnn-1.2.0", "title": "Mobile Neural Network", "app_version": "1.1.3", "description": "Model: resnet-v2-50", "scale": "ms", "proportion": "LIB", "display_format": "BAR_GRAPH", "results": { "Azure HBv3 - 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