This project attempts to build neural network training and lightweighting cookbook including three kinds of lightweighting solutions, i.e., knowledge distillation, filter pruning, and quantization.
☆22Jul 20, 2022Updated 4 years ago
Alternatives and similar repositories for Lightweighting_Cookbook
Users that are interested in Lightweighting_Cookbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tensorflow2 training code with jit compiling on multi-GPU.☆17Jan 28, 2021Updated 5 years ago
- Implementation of Autoslim using Tensorflow2☆11Jun 5, 2020Updated 6 years ago
- pytorch implementation of "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks" LSTM(https://arxiv.org/abs/1512.…☆22Nov 20, 2020Updated 5 years ago
- Semi-supervised spoken language understanding (SLU) via self-supervised speech and language model pretraining☆12Mar 23, 2021Updated 5 years ago
- ☆51Aug 8, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API☆112Apr 6, 2022Updated 4 years ago
- Tensorflow 2.0 implementation of "Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning" in ICCV2019☆45Jan 4, 2020Updated 6 years ago
- Synthesized Rain dataset☆29Oct 11, 2023Updated 2 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆264Nov 21, 2019Updated 6 years ago
- ☆15Sep 29, 2022Updated 3 years ago
- Tensorflow implementation of "Tackling the Generative Learning Trilemma with Denoising Diffusion GANs" (ICLR 2022 Spotlight)☆21Aug 3, 2022Updated 4 years ago
- ☆55Nov 22, 2022Updated 3 years ago
- ☆16Apr 20, 2020Updated 6 years ago
- JAX notebook showing how to LoRA + GPTQ arbitrary models☆10Aug 8, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆11Jun 4, 2021Updated 5 years ago
- Reproducing VID in CVPR2019 (on working)☆20Nov 25, 2019Updated 6 years ago
- Code for the paper "TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning", Artemij Amiranashvili, Ale…☆12Aug 24, 2018Updated 8 years ago
- ☆17Mar 27, 2018Updated 8 years ago
- [CVPR 2023] Better “CMOS” Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution☆11Mar 19, 2024Updated 2 years ago
- WBSR: Rethinking Imbalance in Image Super-Resolution for Efficient Inference☆13Oct 8, 2024Updated last year
- Quantization in the Jagged Loss Landscape of Vision Transformers☆13Oct 22, 2023Updated 2 years ago
- Pile Deduplication Code☆18May 15, 2023Updated 3 years ago
- rp12 허브 입니다.☆24Feb 3, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Jul 4, 2020Updated 6 years ago
- Pandas dataframe to jQuery DataTables☆16Dec 5, 2018Updated 7 years ago
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- Jax, Flax, examples (ImageClassification, SemanticSegmentation, and more...)☆10May 10, 2025Updated last year
- Code for "Semantic Perturbations with Normalizing Flows for Improved Generalization"☆11Jul 13, 2021Updated 5 years ago
- Code for "Cluster Alignment with a Teacher for Unsupervised Domain Adaptation"☆25Nov 21, 2019Updated 6 years ago
- 팡요랩 자료☆11May 31, 2019Updated 7 years ago
- EmotiW 2018☆20Dec 25, 2018Updated 7 years ago
- ROBOTIS Intern Project 'OPENMANIPULATOR SARA'☆11Apr 19, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A tiny approximate K-Nearest Neighbour library in Python based on Fast Product Quantization and IVF☆18Apr 27, 2023Updated 3 years ago
- This is a baseline for image restoration.☆14Mar 6, 2025Updated last year
- [TPAMI 2025] Implementation of "Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution"☆17Mar 27, 2025Updated last year
- ☆53May 29, 2025Updated last year
- ctc_beamsearch☆18Oct 26, 2016Updated 9 years ago
- ☆14Jul 25, 2023Updated 3 years ago
- Residual Local Feature Network for Efficient Image Super-Resolution☆15Jun 9, 2022Updated 4 years ago