Ryzen 3 TensorFlow Lite

AMD Ryzen 3 3200U testing with a MOTILE PF4PU1F (N.1.03 BIOS) and AMD Picasso 512MB 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 2008237-NE-RYZEN3TEN80
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Verify 1
August 23 2020
  40 Minutes
Verify 2
August 23 2020
  30 Minutes
Verify 3
August 23 2020
  30 Minutes
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Verify 1

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102
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 + srbds: Not affected + tsx_async_abort: Not affected

Verify 2

Verify 3

Processor: AMD Ryzen 3 3200U @ 2.60GHz (2 Cores / 4 Threads), Motherboard: MOTILE PF4PU1F (N.1.03 BIOS), Chipset: AMD Raven/Raven2, Memory: 3584MB, Disk: 128GB BIWIN SSD, Graphics: AMD Picasso 512MB (1200/1200MHz), Audio: AMD Raven/Raven2/Fenghuang, Network: Realtek RTL8111/8168/8411 + Intel Dual Band-AC 3168NGW

OS: Ubuntu 20.04, Kernel: 5.4.0-42-generic (x86_64), Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.0.4 (LLVM 9.0.1), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Ryzen 3 TensorFlow LiteOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 3 3200U @ 2.60GHz (2 Cores / 4 Threads)MOTILE PF4PU1F (N.1.03 BIOS)AMD Raven/Raven23584MB128GB BIWIN SSDAMD Picasso 512MB (1200/1200MHz)AMD Raven/Raven2/FenghuangRealtek RTL8111/8168/8411 + Intel Dual Band-AC 3168NGWUbuntu 20.045.4.0-42-generic (x86_64)GNOME Shell 3.36.1X Server 1.20.8amdgpu 19.1.04.6 Mesa 20.0.4 (LLVM 9.0.1)GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionRyzen 3 TensorFlow Lite BenchmarksSystem Logs- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102- 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

Verify 1Verify 2Verify 3Result OverviewPhoronix Test Suite100%100%101%101%102%TensorFlow LiteTensorFlow LiteTensorFlow LiteTensorFlow LiteTensorFlow LiteTensorFlow LiteSqueezeNetMobilenet QuantInception V4NASNet MobileI.R.VMobilenet Float

Ryzen 3 TensorFlow Litetensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2Verify 1Verify 2Verify 39875581457783376110569077173748613297667993261147312337551616903267460061332303310019241473100075935569094273731513326300OpenBenchmarking.org

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: SqueezeNetVerify 1Verify 2Verify 3200K400K600K800K1000KSE +/- 3842.23, N = 3SE +/- 10805.65, N = 3SE +/- 7087.75, N = 39875589932611001924
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetVerify 1Verify 2Verify 3200K400K600K800K1000KMin: 979908 / Avg: 987558.33 / Max: 992010Min: 971824 / Avg: 993261.33 / Max: 1006350Min: 987883 / Avg: 1001924.33 / Max: 1010630

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Verify 1Verify 2Verify 33M6M9M12M15MSE +/- 56092.67, N = 3SE +/- 29222.27, N = 3SE +/- 22653.70, N = 3145778331473123314731000
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Verify 1Verify 2Verify 33M6M9M12M15MMin: 14468300 / Avg: 14577833.33 / Max: 14653600Min: 14677900 / Avg: 14731233.33 / Max: 14778600Min: 14687700 / Avg: 14731000 / Max: 14764200

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileVerify 1Verify 2Verify 3160K320K480K640K800KSE +/- 8125.34, N = 13SE +/- 2579.46, N = 3SE +/- 3834.80, N = 3761105755161759355
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileVerify 1Verify 2Verify 3130K260K390K520K650KMin: 750211 / Avg: 761104.69 / Max: 858180Min: 751189 / Avg: 755161 / Max: 759998Min: 751700 / Avg: 759355 / Max: 763592

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatVerify 1Verify 2Verify 3150K300K450K600K750KSE +/- 3083.93, N = 3SE +/- 774.68, N = 3SE +/- 1074.30, N = 3690771690326690942
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatVerify 1Verify 2Verify 3120K240K360K480K600KMin: 684621 / Avg: 690771.33 / Max: 694249Min: 688800 / Avg: 690326.33 / Max: 691320Min: 688801 / Avg: 690942.33 / Max: 692166

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantVerify 1Verify 2Verify 3160K320K480K640K800KSE +/- 5589.55, N = 3SE +/- 1580.06, N = 3SE +/- 1999.46, N = 3737486746006737315
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantVerify 1Verify 2Verify 3130K260K390K520K650KMin: 728955 / Avg: 737485.67 / Max: 748008Min: 742898 / Avg: 746006 / Max: 748055Min: 733604 / Avg: 737314.67 / Max: 740461

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Verify 1Verify 2Verify 33M6M9M12M15MSE +/- 4757.22, N = 3SE +/- 3786.09, N = 3SE +/- 3819.69, N = 3132976671332303313326300
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Verify 1Verify 2Verify 32M4M6M8M10MMin: 13289000 / Avg: 13297666.67 / Max: 13305400Min: 13316300 / Avg: 13323033.33 / Max: 13329400Min: 13319000 / Avg: 13326300 / Max: 13331900

Verify 1

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102
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 + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 23 August 2020 14:25 by user phoronix.

Verify 2

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102
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 + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 23 August 2020 15:11 by user phoronix.

Verify 3

Processor: AMD Ryzen 3 3200U @ 2.60GHz (2 Cores / 4 Threads), Motherboard: MOTILE PF4PU1F (N.1.03 BIOS), Chipset: AMD Raven/Raven2, Memory: 3584MB, Disk: 128GB BIWIN SSD, Graphics: AMD Picasso 512MB (1200/1200MHz), Audio: AMD Raven/Raven2/Fenghuang, Network: Realtek RTL8111/8168/8411 + Intel Dual Band-AC 3168NGW

OS: Ubuntu 20.04, Kernel: 5.4.0-42-generic (x86_64), Desktop: GNOME Shell 3.36.1, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.0.4 (LLVM 9.0.1), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102
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 + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 23 August 2020 15:44 by user phoronix.