renaissance-tensorflow-epyc-1

AMD EPYC 7551 32-Core testing with a GIGABYTE MZ31-AR0-00 v01010101 (F10 BIOS) and ASPEED on Debian 11 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 2205193-HA-RENAISSAN17
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renaissance-tensorflow-epyc-1 OpenBenchmarking.orgPhoronix Test Suite 10.8.4AMD EPYC 7551 32-Core @ 2.00GHz (32 Cores / 64 Threads)GIGABYTE MZ31-AR0-00 v01010101 (F10 BIOS)AMD 17h8 x 4 GB DDR4-2667MT/s 9ASF51272PZ-2G6E1Samsung SSD 960 EVO 500GB + 31GB SanDisk 3.2Gen1ASPEEDRealtek RTL8111/8168/8411 + 2 x Broadcom NetXtreme II BCM57810 10Debian 115.10.0-9-amd64 (x86_64)GCC 10.2.1 20210110ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen ResolutionRenaissance-tensorflow-epyc-1 BenchmarksSystem Logs- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001227- OpenJDK Runtime Environment (build 11.0.12+7-post-Debian-2)- 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

renaissance-tensorflow-epyc-1 renaissance: Apache Spark ALSrenaissance: ALS Movie Lensrenaissance: Scala Dottyrenaissance: Savina Reactors.IOrenaissance: Rand Foresttensorflow-lite: SqueezeNettensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantrenaissance: Apache Spark BayesAAAB1441.31414.3103098.458423.51328.517612.61387.95726.9477564.471861.851438.55309.116179.211275.2102444.457933.21462.917685.91397.75839.2276295.171667.357310.24620.066141.141289.3OpenBenchmarking.org

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSBAA20K40K60K80K100K102444.4103098.4MIN: 101796.3 / MAX: 103007.18MIN: 101916.49 / MAX: 105111.39

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensBAA13K26K39K52K65K57933.258423.5MAX: 65265.19MAX: 65428.91

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyBAAA30060090012001500SE +/- 21.11, N = 151462.91328.51441.3MIN: 1133.63 / MAX: 2180.02MIN: 1121.56 / MAX: 2187.94MIN: 1095.95 / MAX: 2401.44
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyBAAA30060090012001500Min: 1325.83 / Avg: 1441.28 / Max: 1549.38

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOBAA4K8K12K16K20K17685.917612.6MAX: 31154.83MIN: 17612.56 / MAX: 27146.82

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestBAAA30060090012001500SE +/- 7.88, N = 31397.71387.91414.3MIN: 1206.96 / MAX: 1694.18MIN: 1212.94 / MAX: 1739.82MIN: 1199.02 / MAX: 1868.75
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestBAAA2004006008001000Min: 1399.98 / Avg: 1414.26 / Max: 1427.17

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetBAA130026003900520065005839.225726.94

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2BAA17K34K51K68K85K76295.177564.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4BAA15K30K45K60K75K71667.371861.8

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet MobileBAA12K24K36K48K60K57310.251438.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet FloatBAA110022003300440055004620.065309.11

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet QuantBAA130026003900520065006141.146179.21

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesBAA300600900120015001289.31275.2MIN: 853.48 / MAX: 1682.54MIN: 904.2 / MAX: 1299.52