Code repository for the paper Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations
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Updated
Sep 15, 2022 - Python
Code repository for the paper Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations
Classify alcohols and its snacks
ECQx: Explainability-Driven Quantization for Low-Bit and Sparse DNNs
A Tutorial Notebook to Quantization in Machine Learning
Visualizing DNN Quantization effect on Network.
Implementation of MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation
A simple formula supports eight types of quantization
Quantization notebooks (adapted from and for Mobile Apps w/ Machine Learning, By Dara Varam and Lujain Khalil)
Experimental Adversarial Attack notebooks on CV models
DynamicQuantization_Bert from pytorch tutorials
NMT training pipeline using huggingface transformer
Quantization simulation of neural networks with PyTorch
Quantization of Models : Post-Training Quantization(PTQ) and Quantize Aware Training(QAT)
Quantization Aware Training
Training neural nets with quantized weights on arbitrarily specified bit-depth
Transformer quantization and binarization exploration
A lightweight Convolutional Autoencoder for recognizing Bangla font styles along with quantization for deploying resource-constrained IoT devices.
Quantization for Object Detection in Tensorflow 2.x
EfficientNetV2 (Efficientnetv2-b2) and quantization int8 and fp32 (QAT and PTQ) on CK+ dataset . fine-tuning, augmentation, solving imbalanced dataset, etc.
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