A benchmark framework for Tensorflow

Overview

TensorFlow benchmarks

This repository contains various TensorFlow benchmarks. Currently, it consists of two projects:

  1. PerfZero: A benchmark framework for TensorFlow.

  2. scripts/tf_cnn_benchmarks (no longer maintained): The TensorFlow CNN benchmarks contain TensorFlow 1 benchmarks for several convolutional neural networks.

If you want to run TensorFlow models and measure their performance, also consider the TensorFlow Official Models

Direct application of DALLE-2 to video synthesis, using factored space-time Unet and Transformers

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Bridging Vision and Language Model

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Python library for science observations from the James Webb Space Telescope

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In-place Parallel Super Scalar Samplesort (IPS⁴o)

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Paper: De-rendering Stylized Texts

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A scikit-learn compatible neural network library that wraps PyTorch

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(Preprint) Official PyTorch implementation of "How Do Vision Transformers Work?"

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Final term project for Bayesian Machine Learning Lecture (XAI-623)

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A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data

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Source code for the plant extraction workflow introduced in the paper “Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision”

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PyTorch implementation of neural style transfer algorithm

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A playable implementation of Fully Convolutional Networks with Keras.

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Bayesian Inference Tools in Python

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Image Segmentation and Object Detection in Pytorch

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No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency

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PyTorch implementation for ComboGAN

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Data visualization app for H&M competition in kaggle

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A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization

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Zhedong Zheng 335 Jan 06, 2023
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

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E2C implementation in PyTorch

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