3400G TensorFlow Lite + NAMD

AMD Ryzen 5 3400G testing with a ASUS PRIME B450M-A (2006 BIOS) and ASUS AMD Picasso 2GB on Ubuntu 19.10 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 2008234-NI-3400GTENS74
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Try 1
August 23 2020
  40 Minutes
Try 2
August 23 2020
  39 Minutes
Try 3
August 23 2020
  39 Minutes
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Try 1

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108109
Security Notes: 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 + tsx_async_abort: Not affected

Try 2

Try 3

Processor: AMD Ryzen 5 3400G @ 3.70GHz (4 Cores / 8 Threads), Motherboard: ASUS PRIME B450M-A (2006 BIOS), Chipset: AMD Raven/Raven2, Memory: 2 x 8192 MB DDR4-3000MT/s CRUCIAL, Disk: 29GB INTEL MEMPEK1W032GA + 4 x 6001GB Seagate ST6000VN0033-2EE, Graphics: ASUS AMD Picasso 2GB (1400/1500MHz), Audio: AMD Raven/Raven2/Fenghuang, Monitor: SyncMaster, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 19.10, Kernel: 5.3.0-46-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server, Compiler: GCC 9.2.1 20191008, File-System: ext4, Screen Resolution: 1280x800

3400G TensorFlow Lite + NAMDOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 5 3400G @ 3.70GHz (4 Cores / 8 Threads)ASUS PRIME B450M-A (2006 BIOS)AMD Raven/Raven22 x 8192 MB DDR4-3000MT/s CRUCIAL29GB INTEL MEMPEK1W032GA + 4 x 6001GB Seagate ST6000VN0033-2EEASUS AMD Picasso 2GB (1400/1500MHz)AMD Raven/Raven2/FenghuangSyncMasterRealtek RTL8111/8168/8411Ubuntu 19.105.3.0-46-generic (x86_64)GNOME Shell 3.34.1X ServerGCC 9.2.1 20191008ext41280x800ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen Resolution3400G TensorFlow Lite + NAMD BenchmarksSystem Logs- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108109- 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 + tsx_async_abort: Not affected

Try 1Try 2Try 3Result OverviewPhoronix Test Suite100%100%100%100%101%TensorFlow LiteTensorFlow LiteTensorFlow LiteTensorFlow LiteNAMDTensorFlow LiteTensorFlow LiteInception V4NASNet MobileI.R.VMobilenet QuantATPase Simulation - 327,506 AtomsMobilenet FloatSqueezeNet

3400G TensorFlow Lite + NAMDnamd: ATPase Simulation - 327,506 Atomstensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2Try 1Try 2Try 34.74777391789576978028022226111027824352017774.74984391858578788328136126114227753352014134.7533739166157997402814782609972772365181893OpenBenchmarking.org

NAMD

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsTry 1Try 2Try 31.06952.1393.20854.2785.3475SE +/- 0.00239, N = 3SE +/- 0.00117, N = 3SE +/- 0.00373, N = 34.747774.749844.75337
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsTry 1Try 2Try 3246810Min: 4.74 / Avg: 4.75 / Max: 4.75Min: 4.75 / Avg: 4.75 / Max: 4.75Min: 4.75 / Avg: 4.75 / Max: 4.76

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. 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 2020-08-23Model: SqueezeNetTry 1Try 2Try 380K160K240K320K400KSE +/- 2990.14, N = 3SE +/- 4476.61, N = 3SE +/- 3198.10, N = 3391789391858391661
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetTry 1Try 2Try 370K140K210K280K350KMin: 386103 / Avg: 391788.67 / Max: 396237Min: 382914 / Avg: 391858.33 / Max: 396676Min: 386379 / Avg: 391661.33 / Max: 397426

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Try 1Try 2Try 31.2M2.4M3.6M4.8M6MSE +/- 19815.32, N = 3SE +/- 9902.41, N = 3SE +/- 29287.33, N = 3576978057878835799740
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Try 1Try 2Try 31000K2000K3000K4000K5000KMin: 5731330 / Avg: 5769780 / Max: 5797320Min: 5771940 / Avg: 5787883.33 / Max: 5806030Min: 5765600 / Avg: 5799740 / Max: 5858030

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileTry 1Try 2Try 360K120K180K240K300KSE +/- 834.47, N = 3SE +/- 731.60, N = 3SE +/- 816.40, N = 3280222281361281478
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileTry 1Try 2Try 350K100K150K200K250KMin: 279084 / Avg: 280221.67 / Max: 281848Min: 279926 / Avg: 281360.67 / Max: 282327Min: 279865 / Avg: 281478 / Max: 282504

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatTry 1Try 2Try 360K120K180K240K300KSE +/- 586.86, N = 3SE +/- 709.89, N = 3SE +/- 711.88, N = 3261110261142260997
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatTry 1Try 2Try 350K100K150K200K250KMin: 259938 / Avg: 261110.33 / Max: 261746Min: 259724 / Avg: 261142.33 / Max: 261907Min: 259574 / Avg: 260997.33 / Max: 261739

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantTry 1Try 2Try 360K120K180K240K300KSE +/- 304.66, N = 3SE +/- 1417.12, N = 3SE +/- 1253.31, N = 3278243277533277236
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantTry 1Try 2Try 350K100K150K200K250KMin: 277707 / Avg: 278242.67 / Max: 278762Min: 274699 / Avg: 277532.67 / Max: 278999Min: 274839 / Avg: 277236.33 / Max: 279069

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Try 1Try 2Try 31.1M2.2M3.3M4.4M5.5MSE +/- 19214.00, N = 3SE +/- 14146.26, N = 3SE +/- 19365.14, N = 3520177752014135181893
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Try 1Try 2Try 3900K1800K2700K3600K4500KMin: 5163880 / Avg: 5201776.67 / Max: 5226240Min: 5174960 / Avg: 5201413.33 / Max: 5223330Min: 5143170 / Avg: 5181893.33 / Max: 5201890

Try 1

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108109
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 23 August 2020 17:52 by user root.

Try 2

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108109
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 23 August 2020 18:33 by user root.

Try 3

Processor: AMD Ryzen 5 3400G @ 3.70GHz (4 Cores / 8 Threads), Motherboard: ASUS PRIME B450M-A (2006 BIOS), Chipset: AMD Raven/Raven2, Memory: 2 x 8192 MB DDR4-3000MT/s CRUCIAL, Disk: 29GB INTEL MEMPEK1W032GA + 4 x 6001GB Seagate ST6000VN0033-2EE, Graphics: ASUS AMD Picasso 2GB (1400/1500MHz), Audio: AMD Raven/Raven2/Fenghuang, Monitor: SyncMaster, Network: Realtek RTL8111/8168/8411

OS: Ubuntu 19.10, Kernel: 5.3.0-46-generic (x86_64), Desktop: GNOME Shell 3.34.1, Display Server: X Server, Compiler: GCC 9.2.1 20191008, File-System: ext4, Screen Resolution: 1280x800

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108109
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 23 August 2020 19:48 by user root.