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The Qualcomm® AI Hub apps are a collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.
Multi-DNN Inference Engine for Heterogeneous Mobile Processors
Lightweight Python Wrapper for OpenVINO, enabling LLM inference on NPUs
Intel® NPU Acceleration Library
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
ncnn is a high-performance neural network inference framework optimized for the mobile platform
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/READ…
An Open Source Machine Learning Framework for Everyone
LiteRT is the new name for TensorFlow Lite (TFLite). While the name is new, it's still the same trusted, high-performance runtime for on-device AI, now with an expanded vision.
The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.
Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
Code for ACM MobiCom 2024 paper "FlexNN: Efficient and Adaptive DNN Inference on Memory-Constrained Edge Devices"
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Models and examples built with TensorFlow
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch
Pre-trained Deep Learning models and demos (high quality and extremely fast)
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
This mobile app aims to provide a platform to facilitate easy and convenient communication between a school, its students and their parents. You are required to build an Android application that pr…