TensorFlow Lite AMD Renoir

AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2008238-NE-TENSORFLO49.

TensorFlow Lite AMD RenoirProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionVerify 1Verify 2Verify 3AMD Ryzen 5 4500U @ 2.38GHz (6 Cores)LENOVO LNVNB161216 (EECN20WW BIOS)AMD Renoir Root Complex16GB256GB SKHynix_HFM256GDHTNI-87A0BAMD Renoir 512MB (1500/400MHz)AMD Device 1637Realtek RTL8822CE 802.11ac PCIeUbuntu 20.045.8.0-050800daily20200806-generic (x86_64)GNOME Shell 3.36.3X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.8 (LLVM 10.0.0)GCC 9.3.0ext41920x1080OpenBenchmarking.orgProcessor Details- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8600102 Security 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 IBRS_FW STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

TensorFlow Lite AMD Renoirtensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2Verify 1Verify 2Verify 3294537434782324625421013621556541727803186414638693254120218879222923426471331702246486572561732194112237054266627OpenBenchmarking.org

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetVerify 1Verify 2Verify 370K140K210K280K350KSE +/- 747.39, N = 3SE +/- 3531.79, N = 7SE +/- 3445.68, N = 3294537318641317022

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Verify 1Verify 2Verify 31000K2000K3000K4000K5000KSE +/- 65778.40, N = 3SE +/- 21871.69, N = 3SE +/- 32723.33, N = 3434782346386934648657

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileVerify 1Verify 2Verify 350K100K150K200K250KSE +/- 2031.06, N = 3SE +/- 1292.53, N = 3SE +/- 1725.25, N = 3246254254120256173

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatVerify 1Verify 2Verify 350K100K150K200K250KSE +/- 1667.44, N = 3SE +/- 267.00, N = 3SE +/- 1056.83, N = 3210136218879219411

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantVerify 1Verify 2Verify 350K100K150K200K250KSE +/- 1612.84, N = 3SE +/- 1059.75, N = 3SE +/- 1134.82, N = 3215565222923223705

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Verify 1Verify 2Verify 3900K1800K2700K3600K4500KSE +/- 11720.00, N = 3SE +/- 17182.12, N = 3SE +/- 13527.62, N = 3417278042647134266627

Phoronix Test Suite v10.8.4