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Israel

itay hubara

Expert
@itayhubara

Itay Hubara is a senior research scientist at Habana Labs, a company that develops AI accelerators for deep learning. Itay received his PhD from the Technion-Is

BinaryNet.pytorch. Binarized Neural Network (BNN) for pytorch

533

BinaryNet. Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

310

BinaryNet.tf. BNN implementation in tensorflow

166

CalibTIP. Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

98

TNRD-pytorch. Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration - unofficial pytorch implementation

22

AcceleratedSparseNeuralTraining. Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks

8

Neural-Networks-on-Silicon. This is a collection of works on neural networks and neural accelerators.

2

pytorch. Python

2

Batched-Bandit. Python

1

gemmlowp. Low-precision matrix multiplication

1

qlora. QLoRA: Efficient Finetuning of Quantized LLMs

1