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Dmitrii Makarenko's Projects

hdk icon hdk

A low-level execution library for analytic data processing.

kill-the-bits icon kill-the-bits

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

optim icon optim

💎A site, that contains systematic optimization methods and theory review

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

quntization icon quntization

This is an approach to quantization during training aimed to reduce inference speed and accuracy.

subgrad icon subgrad

Subgrad descent generalization and acceleration.

torch-mlir icon torch-mlir

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

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