rpi tensorflow lite + renaissance ARMv8 Cortex-A72 testing with a BCM2835 Raspberry Pi 400 Rev 1.0 and V3D 4.2 4GB on Debian 11 via the Phoronix Test Suite. A: Processor: ARMv8 Cortex-A72 @ 1.80GHz (4 Cores), Motherboard: BCM2835 Raspberry Pi 400 Rev 1.0, Chipset: Broadcom BCM2711, Memory: 4096MB, Disk: 128GB SF128, Graphics: V3D 4.2 4GB, Monitor: DELL P2210H OS: Debian 11, Kernel: 5.10.92-v8+ (aarch64), Desktop: LXDE 0.10.1, Display Server: X Server 1.20.11, OpenGL: 2.1 Mesa 20.3.5, Compiler: GCC 10.2.1 20210110, File-System: ext4, Screen Resolution: 1920x1080 B: Processor: ARMv8 Cortex-A72 @ 1.80GHz (4 Cores), Motherboard: BCM2835 Raspberry Pi 400 Rev 1.0, Chipset: Broadcom BCM2711, Memory: 4096MB, Disk: 128GB SF128, Graphics: V3D 4.2 4GB, Monitor: DELL P2210H OS: Debian 11, Kernel: 5.10.92-v8+ (aarch64), Desktop: LXDE 0.10.1, Display Server: X Server 1.20.11, OpenGL: 2.1 Mesa 20.3.5, Compiler: GCC 10.2.1 20210110, File-System: ext4, Screen Resolution: 1920x1080 C: Processor: ARMv8 Cortex-A72 @ 1.80GHz (4 Cores), Motherboard: BCM2835 Raspberry Pi 400 Rev 1.0, Chipset: Broadcom BCM2711, Memory: 4096MB, Disk: 128GB SF128, Graphics: V3D 4.2 4GB, Monitor: DELL P2210H OS: Debian 11, Kernel: 5.10.92-v8+ (aarch64), Desktop: LXDE 0.10.1, Display Server: X Server 1.20.11, OpenGL: 2.1 Mesa 20.3.5, Compiler: GCC 10.2.1 20210110, File-System: ext4, Screen Resolution: 1920x1080 D: Processor: ARMv8 Cortex-A72 @ 1.80GHz (4 Cores), Motherboard: BCM2835 Raspberry Pi 400 Rev 1.0, Chipset: Broadcom BCM2711, Memory: 4096MB, Disk: 128GB SF128, Graphics: V3D 4.2 4GB, Monitor: DELL P2210H OS: Debian 11, Kernel: 5.10.92-v8+ (aarch64), Desktop: LXDE 0.10.1, Display Server: X Server 1.20.11, OpenGL: 2.1 Mesa 20.3.5, Compiler: GCC 10.2.1 20210110, File-System: ext4, Screen Resolution: 1920x1080 Renaissance 0.14 Test: Scala Dotty ms < Lower Is Better A . 8147.2 |=================================================================== B . 7684.7 |=============================================================== C . 8023.6 |================================================================== D . 7321.8 |============================================================ Renaissance 0.14 Test: Random Forest ms < Lower Is Better A . 3930.7 |=================================================================== B . 3938.1 |=================================================================== C . 3944.2 |=================================================================== D . 3935.1 |=================================================================== Renaissance 0.14 Test: ALS Movie Lens ms < Lower Is Better A . 38291.5 |================================================================== B . 37821.3 |================================================================= C . 37686.4 |================================================================= D . 37441.7 |================================================================= Renaissance 0.14 Test: Apache Spark ALS ms < Lower Is Better A . 28846.3 |================================================================= B . 28654.4 |================================================================= C . 28508.6 |================================================================= D . 29100.7 |================================================================== Renaissance 0.14 Test: Apache Spark Bayes ms < Lower Is Better A . 84660.2 |============================================================== B . 89558.5 |================================================================== C . 86508.7 |================================================================ D . 89144.3 |================================================================== Renaissance 0.14 Test: Savina Reactors.IO ms < Lower Is Better A . 30773.7 |================================================================= B . 31303.3 |================================================================== C . 30281.2 |================================================================ D . 30354.6 |================================================================ Renaissance 0.14 Test: Apache Spark PageRank ms < Lower Is Better A . 29838.0 |================================================================= B . 29640.1 |================================================================ C . 30394.2 |================================================================== D . 30293.9 |================================================================== Renaissance 0.14 Test: Finagle HTTP Requests ms < Lower Is Better A . 29083.9 |================================================================== B . 28183.2 |================================================================ C . 27385.5 |============================================================== D . 27984.9 |================================================================ Renaissance 0.14 Test: In-Memory Database Shootout ms < Lower Is Better A . 25012.8 |================================================================== B . 24030.9 |=============================================================== C . 24494.3 |================================================================= D . 23715.4 |=============================================================== Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better A . 61177.5 |================================================================= B . 60337.4 |================================================================ C . 62137.8 |================================================================== D . 61219.8 |================================================================= Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better A . 7694.3 |=================================================================== B . 7697.4 |=================================================================== C . 7596.6 |================================================================== D . 7639.5 |================================================================== TensorFlow Lite 2022-05-18 Model: SqueezeNet Microseconds < Lower Is Better A . 76627.8 |================================================================== B . 75910.5 |================================================================= C . 76472.9 |================================================================== D . 76125.0 |================================================================== TensorFlow Lite 2022-05-18 Model: Inception V4 Microseconds < Lower Is Better A . 1220860 |================================================================== B . 1228110 |================================================================== C . 1216030 |================================================================= D . 1226720 |================================================================== TensorFlow Lite 2022-05-18 Model: NASNet Mobile Microseconds < Lower Is Better A . 125811 |=================================================================== B . 126522 |=================================================================== C . 126332 |=================================================================== D . 125818 |=================================================================== TensorFlow Lite 2022-05-18 Model: Mobilenet Float Microseconds < Lower Is Better A . 67380.0 |================================================================== B . 67033.2 |================================================================== C . 67246.6 |================================================================== D . 67370.0 |================================================================== TensorFlow Lite 2022-05-18 Model: Mobilenet Quant Microseconds < Lower Is Better A . 23331.4 |================================================================== B . 23284.8 |================================================================== C . 23427.0 |================================================================== D . 23368.4 |================================================================== TensorFlow Lite 2022-05-18 Model: Inception ResNet V2 Microseconds < Lower Is Better A . 1076780 |================================================================= B . 1088450 |================================================================== C . 1094950 |================================================================== D . 1086870 |==================================================================