mlaug2
Intel Core i7-10700K testing with a ASUS ROG STRIX Z490-F GAMING (0403 BIOS) and NVIDIA GeForce RTX 3060 Ti 8GB on Ubuntu 20.04 via the Phoronix Test Suite.


NVIDIA GeForce RTX 3060 Ti: 

	Processor: Intel Core i7-10700K @ 5.10GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG STRIX Z490-F GAMING (0403 BIOS), Chipset: Intel Comet Lake PCH, Memory: 32GB, Disk: 1024GB Viper M.2 VPN100 + Sabrent Rocket 4.0 500GB, Graphics: NVIDIA GeForce RTX 3060 Ti 8GB, Audio: Realtek ALC1220, Monitor: S24H85x, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX200

	OS: Ubuntu 20.04, Kernel: 5.8.0-63-generic (x86_64), Desktop: GNOME Shell 3.36.7, Display Server: X Server 1.20.9, Display Driver: NVIDIA 470.57.02, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.4.94, Vulkan: 1.2.175, Compiler: GCC 9.3.0 + CUDA 11.2, File-System: ext4, Screen Resolution: 5120x1440


Numpy Benchmark

Score > Higher Is Better
NVIDIA GeForce RTX 3060 Ti . 426.51 |==========================================


DeepSpeech 0.6
Acceleration: CPU
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 69.05 |===========================================


TensorFlow Lite 2020-08-23
Model: SqueezeNet
Microseconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 193953 |==========================================


TensorFlow Lite 2020-08-23
Model: Inception V4
Microseconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 2781937 |=========================================


TensorFlow Lite 2020-08-23
Model: NASNet Mobile
Microseconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 159375 |==========================================


TensorFlow Lite 2020-08-23
Model: Mobilenet Float
Microseconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 129642 |==========================================


TensorFlow Lite 2020-08-23
Model: Mobilenet Quant
Microseconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 131842 |==========================================


TensorFlow Lite 2020-08-23
Model: Inception ResNet V2
Microseconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 2517227 |=========================================


PlaidML
FP16: No - Mode: Inference - Network: VGG16 - Device: CPU
FPS > Higher Is Better
NVIDIA GeForce RTX 3060 Ti . 16.35 |===========================================


PlaidML
FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU
FPS > Higher Is Better
NVIDIA GeForce RTX 3060 Ti . 6.55 |============================================


ECP-CANDLE 0.4
Benchmark: P1B2
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 357.87 |==========================================


ECP-CANDLE 0.4
Benchmark: P3B1
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 343.08 |==========================================


Numenta Anomaly Benchmark 1.1
Detector: EXPoSE
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 331.98 |==========================================


Numenta Anomaly Benchmark 1.1
Detector: Relative Entropy
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 19.81 |===========================================


Numenta Anomaly Benchmark 1.1
Detector: Windowed Gaussian
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 9.414 |===========================================


Numenta Anomaly Benchmark 1.1
Detector: Earthgecko Skyline
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 128.75 |==========================================


Numenta Anomaly Benchmark 1.1
Detector: Bayesian Changepoint
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 40.91 |===========================================


Mlpack Benchmark
Benchmark: scikit_ica
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 32.26 |===========================================


Mlpack Benchmark
Benchmark: scikit_qda
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 123.67 |==========================================


Mlpack Benchmark
Benchmark: scikit_svm
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 21.62 |===========================================


Mlpack Benchmark
Benchmark: scikit_linearridgeregression
Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 2.00 |============================================


Scikit-Learn 0.22.1

Seconds < Lower Is Better
NVIDIA GeForce RTX 3060 Ti . 7.415 |===========================================