Tencent / PocketFlowLinks
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
☆2,912Updated 2 years ago
Alternatives and similar repositories for PocketFlow
Users that are interested in PocketFlow are comparing it to the libraries listed below
Sorting:
- Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…☆4,400Updated 2 years ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,543Updated 5 years ago
- MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Co…☆5,810Updated this week
- The convertor/conversion of deep learning models for different deep learning frameworks/softwares.☆3,248Updated 2 years ago
- FeatherCNN is a high performance inference engine for convolutional neural networks.☆1,218Updated 5 years ago
- Fast & Simple Resource-Constrained Learning of Deep Network Structure☆1,031Updated last month
- TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"☆1,581Updated 6 years ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,723Updated 2 years ago
- Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet☆3,073Updated 3 years ago
- Fast and flexible AutoML with learning guarantees.☆3,459Updated last year
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆853Updated 4 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,969Updated 4 years ago
- A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.☆1,548Updated last week
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,445Updated 11 months ago
- An optimizer that trains as fast as Adam and as good as SGD.☆2,915Updated 2 years ago
- MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.☆5,021Updated last year
- A curated list of awesome architecture search resources☆1,188Updated 4 years ago
- MobileNet build with Tensorflow☆1,636Updated 7 years ago
- AutoML tools chain☆851Updated 2 years ago
- Memory consumption and FLOP count estimates for convnets☆926Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,085Updated last year
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,514Updated 5 years ago
- Tensorflow Backend for ONNX☆1,314Updated last year
- A curated list of MXNet examples, tutorials and blogs.☆835Updated 3 years ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆955Updated 4 months ago
- A high performance and generic framework for distributed DNN training☆3,692Updated last year
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆633Updated 4 years ago
- Lingvo☆2,848Updated last month
- ☆669Updated 3 years ago
- High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.☆533Updated 2 years ago