brw-7000-run-1 New build with 3090 and 7800X3D New Ryzen 7800X build ML suite tests: Processor: AMD Ryzen 7 7800X3D 8-Core @ 4.20GHz (8 Cores / 16 Threads), Motherboard: ASUS ROG STRIX X670E-I GAMING WIFI (1616 BIOS), Chipset: AMD Device 14d8, Memory: 62GB, Disk: 2 x 4001GB Western Digital WD_BLACK SN850X 4000GB + 8002GB Samsung SSD 870 + 128GB Flash Drive FIT, Graphics: NVIDIA GeForce RTX 3090 24GB, Audio: NVIDIA GA102 HD Audio, Monitor: HP Z27, Network: Intel I225-V + MEDIATEK Device 0616 OS: Ubuntu 22.04, Kernel: 5.19.0-46-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, Display Driver: NVIDIA 530.30.02, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.1.68, Vulkan: 1.3.236, Compiler: GCC 11.3.0 + CUDA 12.1, File-System: ext4, Screen Resolution: 3840x2160 TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: VGG-16 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 10.64 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: VGG-16 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 11.01 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: VGG-16 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 11.19 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 134.67 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: VGG-16 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 11.31 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 176.85 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: VGG-16 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 11.35 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 207.73 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: AlexNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 229.27 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: AlexNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 232.40 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 104.33 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 33.87 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 100.53 |================================ TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 33.40 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 96.17 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 32.62 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: GoogLeNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 92.66 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: ResNet-50 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 31.57 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: GoogLeNet images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 92.41 |================================= TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: ResNet-50 images/sec > Higher Is Better New Ryzen 7800X build ML suite tests . 31.34 |================================= PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU Examples Per Second > Higher Is Better Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 157.94 |================================ Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 11.71 |================================= Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 6.052 |================================= Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 73.25 |================================= Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 26.14 |================================= Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 30.29 |================================= Scikit-Learn 1.2.2 Benchmark: GLM Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: SAGA Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Tree Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Lasso Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Glmnet Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Sparsify Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Ward Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: MNIST Dataset Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Neighbors Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: SGD Regression Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: SGDOneClassSVM Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Lasso Path Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Isolation Forest Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Fast KMeans Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Text Vectorizers Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Hierarchical Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot OMP vs. LARS Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Feature Expansions Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: LocalOutlierFactor Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: TSNE MNIST Dataset Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Logistic Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Incremental PCA Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Parallel Pairwise Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Pathological Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: RCV1 Logreg Convergencet Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Sample Without Replacement Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Covertype Dataset Benchmark Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Perturbed Logarithm Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Threading Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Singular Value Decomposition Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Higgs Boson Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: 20 Newsgroups / Logistic Regression Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Polynomial Kernel Approximation Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Plot Non-Negative Matrix Factorization Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Categorical Only Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Kernel PCA Solvers / Time vs. N Samples Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Kernel PCA Solvers / Time vs. N Components Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: Sparse Random Projections / 100 Iterations Seconds < Lower Is Better R Benchmark Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 0.0881 |================================ Numpy Benchmark Score > Higher Is Better New Ryzen 7800X build ML suite tests . 794.51 |================================ DeepSpeech 0.6 Acceleration: CPU Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 39.54 |================================= RNNoise 2020-06-28 Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 14.79 |================================= AI Benchmark Alpha 0.1.2 Score > Higher Is Better ECP-CANDLE 0.4 Benchmark: P1B2 Seconds < Lower Is Better ECP-CANDLE 0.4 Benchmark: P3B1 Seconds < Lower Is Better ECP-CANDLE 0.4 Benchmark: P3B2 Seconds < Lower Is Better Mobile Neural Network 2.1 Model: nasnet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 6.444 |================================= Mobile Neural Network 2.1 Model: mobilenetV3 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.820 |================================= Mobile Neural Network 2.1 Model: squeezenetv1.1 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.396 |================================= Mobile Neural Network 2.1 Model: resnet-v2-50 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 7.698 |================================= Mobile Neural Network 2.1 Model: SqueezeNetV1.0 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.666 |================================= Mobile Neural Network 2.1 Model: MobileNetV2_224 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.953 |================================= Mobile Neural Network 2.1 Model: mobilenet-v1-1.0 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.753 |================================= Mobile Neural Network 2.1 Model: inception-v3 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 16.71 |================================= Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Neural Magic DeepSparse 1.5 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better OpenCV 4.7 Test: DNN - Deep Neural Network ms < Lower Is Better New Ryzen 7800X build ML suite tests . 21383 |================================= spaCy 3.4.1 tokens/sec > Higher Is Better TensorFlow Lite 2022-05-18 Model: SqueezeNet Microseconds < Lower Is Better New Ryzen 7800X build ML suite tests . 1712.61 |=============================== TensorFlow Lite 2022-05-18 Model: Inception V4 Microseconds < Lower Is Better New Ryzen 7800X build ML suite tests . 25246.8 |=============================== TensorFlow Lite 2022-05-18 Model: NASNet Mobile Microseconds < Lower Is Better New Ryzen 7800X build ML suite tests . 4955.64 |=============================== TensorFlow Lite 2022-05-18 Model: Mobilenet Float Microseconds < Lower Is Better New Ryzen 7800X build ML suite tests . 1181.09 |=============================== TensorFlow Lite 2022-05-18 Model: Mobilenet Quant Microseconds < Lower Is Better New Ryzen 7800X build ML suite tests . 2650.90 |=============================== TensorFlow Lite 2022-05-18 Model: Inception ResNet V2 Microseconds < Lower Is Better New Ryzen 7800X build ML suite tests . 23232.1 |=============================== TNN 0.3 Target: CPU - Model: DenseNet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2389.93 |=============================== TNN 0.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 199.49 |================================ TNN 0.3 Target: CPU - Model: SqueezeNet v2 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 46.28 |================================= TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 194.93 |================================ Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 Milli-Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 23273 |================================= Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 46302 |================================= Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 1000 Milli-Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 230656 |================================ Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 Milli-Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 64281 |================================= Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 200 Milli-Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 128414 |================================ Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 1000 Milli-Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 642171 |================================ SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D GFLOPS > Higher Is Better New Ryzen 7800X build ML suite tests . 428.07 |================================ SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better New Ryzen 7800X build ML suite tests . 25.74 |================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better New Ryzen 7800X build ML suite tests . 2350.92 |=============================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better New Ryzen 7800X build ML suite tests . 43.06 |================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction GB/s > Higher Is Better New Ryzen 7800X build ML suite tests . 388.02 |================================ SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N GFLOPS > Higher Is Better New Ryzen 7800X build ML suite tests . 7921.30 |=============================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better New Ryzen 7800X build ML suite tests . 39184.3 |=============================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better New Ryzen 7800X build ML suite tests . 26.89 |================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better New Ryzen 7800X build ML suite tests . 27.12 |================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better New Ryzen 7800X build ML suite tests . 2172.47 |=============================== NCNN 20220729 Target: CPU - Model: mobilenet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 6.48 |================================== NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.96 |================================== NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.59 |================================== NCNN 20220729 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.69 |================================== NCNN 20220729 Target: CPU - Model: mnasnet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.74 |================================== NCNN 20220729 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.66 |================================== NCNN 20220729 Target: CPU - Model: blazeface ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.66 |================================== NCNN 20220729 Target: CPU - Model: googlenet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 4.73 |================================== NCNN 20220729 Target: CPU - Model: vgg16 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 20.83 |================================= NCNN 20220729 Target: CPU - Model: resnet18 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 4.55 |================================== NCNN 20220729 Target: CPU - Model: alexnet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 3.41 |================================== NCNN 20220729 Target: CPU - Model: resnet50 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 9.61 |================================== NCNN 20220729 Target: CPU - Model: yolov4-tiny ms < Lower Is Better New Ryzen 7800X build ML suite tests . 10.22 |================================= NCNN 20220729 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better New Ryzen 7800X build ML suite tests . 8.06 |================================== NCNN 20220729 Target: CPU - Model: regnety_400m ms < Lower Is Better New Ryzen 7800X build ML suite tests . 5.33 |================================== NCNN 20220729 Target: CPU - Model: vision_transformer ms < Lower Is Better New Ryzen 7800X build ML suite tests . 107.54 |================================ NCNN 20220729 Target: CPU - Model: FastestDet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.13 |================================== NCNN 20220729 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.72 |================================== NCNN 20220729 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.30 |================================== NCNN 20220729 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.84 |================================== NCNN 20220729 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.23 |================================== NCNN 20220729 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 3.13 |================================== NCNN 20220729 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.72 |================================== NCNN 20220729 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 4.43 |================================== NCNN 20220729 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 4.07 |================================== NCNN 20220729 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.63 |================================== NCNN 20220729 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.97 |================================== NCNN 20220729 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.39 |================================== NCNN 20220729 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better New Ryzen 7800X build ML suite tests . 5.71 |================================== NCNN 20220729 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better New Ryzen 7800X build ML suite tests . 23.41 |================================= NCNN 20220729 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.60 |================================== NCNN 20220729 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better New Ryzen 7800X build ML suite tests . 143.15 |================================ NCNN 20220729 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.86 |================================== NCNN 20220729 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.01 |================================== Mlpack Benchmark Benchmark: scikit_ica Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 29.28 |================================= Mlpack Benchmark Benchmark: scikit_qda Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 21.98 |================================= Mlpack Benchmark Benchmark: scikit_svm Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 14.14 |================================= Mlpack Benchmark Benchmark: scikit_linearridgeregression Seconds < Lower Is Better New Ryzen 7800X build ML suite tests . 1.44 |================================== oneDNN 3.1 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 3.40954 |=============================== oneDNN 3.1 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 3.13844 |=============================== oneDNN 3.1 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.641598 |============================== oneDNN 3.1 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.381150 |============================== oneDNN 3.1 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.29364 |=============================== oneDNN 3.1 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.32150 |=============================== oneDNN 3.1 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 5.12185 |=============================== oneDNN 3.1 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 5.63411 |=============================== oneDNN 3.1 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 4.18171 |=============================== oneDNN 3.1 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 4.65056 |=============================== oneDNN 3.1 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 0.854234 |============================== oneDNN 3.1 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1.03495 |=============================== oneDNN 3.1 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2309.94 |=============================== oneDNN 3.1 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1170.33 |=============================== oneDNN 3.1 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2313.32 |=============================== oneDNN 3.1 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.13363 |=============================== oneDNN 3.1 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 7.37309 |=============================== oneDNN 3.1 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2.51582 |=============================== oneDNN 3.1 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1164.87 |=============================== oneDNN 3.1 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 2429.39 |=============================== oneDNN 3.1 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better New Ryzen 7800X build ML suite tests . 1415.44 |===============================