landmarks-regression-retail-0009 vs retinaface-resnet50-pytorch
Jul 3, 2024 · Hi, thanks for the details. The 2 models that you are comparing have different architectures: The Intel pre-trained model landmarks-regression-retail-0009 is using CNN …
INT8 Inference Demo Example - Intel Community
Feb 28, 2019 · Hi I am looking for int8 demo example for inference. I tried quantizing the resnet50 model from FP32 to int8 using calibration tool. By checking the size of model files (.bin), I see …
Model Optimizer not working for FasterRCNN Resnet50 COCO
Mar 3, 2021 · You may take a look on these parameters for each OMZ model, in file model.yml and call MO with these params, but OMZ script will do this in more easy way for you, just call …
Re: How to get INT8 precision of ResNet50 of OpenVINO2021.1
Nov 23, 2020 · Hello, it is possible to quantize model with using Post Optimization Toolkit and in Open Model Zoo we provide for convenience the script, which simplify the task (it will call POT …
A "Double Play" for MLPerf™ Inference Performance Gains with …
Sep 21, 2021 · Key Takeaways Intel demonstrates, as the only data center CPU vendor to submit MLPerf inference results on a broad set of models, that it is practical to run deep learning …
Quantizing ONNX Models using Intel® Neural Compressor
Feb 1, 2022 · Authors: Bhargavi Karumanchi, Mengni Wang, Feng Tian, Haihao Shen, Saurabh Tangri Guest Authors from Microsoft: Wenbing Li ONNX (Open Neural Network Exchange) …
MLPerf™ Performance Gains Abound with latest 3rd Generation …
Apr 20, 2021 · Not only does the new 3 rd Gen Xeon processors deliver more compute and memory capacity/bandwidth than the previous generation, the processors also provide a big …
Poor performance (fps) on ssd_resnet_50_fpn_coco
Apr 8, 2019 · Hi I am new to Intel OpenVino, and so far it is really a beautiful solution for inference on CPU. Some of the optimized models converted from Tensorflow Object detection model …
Deep Learning Performance Boost by Intel VNNI
Sep 24, 2020 · Key Takeaways Learn how Intel Deep Learning Boost instructions helps on the performance improvement for deep learning workload with 2nd and 3rd Gen Intel Xeon …