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.

HTML result view exported from: https://openbenchmarking.org/result/2008237-NE-RYZEN3TEN80.

Ryzen 3 TensorFlow LiteProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionVerify 1Verify 2Verify 3AMD 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 9.3.0ext41920x1080OpenBenchmarking.orgProcessor Details- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8108102Security Details- 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

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

Model: SqueezeNet

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

TensorFlow Lite

Model: Inception V4

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

TensorFlow Lite

Model: NASNet Mobile

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

TensorFlow Lite

Model: Mobilenet Float

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

TensorFlow Lite

Model: Mobilenet Quant

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

TensorFlow Lite

Model: Inception ResNet V2

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

Phoronix Test Suite v10.8.4