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Jiaqing Chen's Projects

loss-landscapes icon loss-landscapes

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

loss_landscape_taxonomy icon loss_landscape_taxonomy

[NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228

onnx-mlir icon onnx-mlir

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

py-onnx-c-db icon py-onnx-c-db

A toolkit that enables users to leverage ONNX-MLIR from python

pyhessian icon pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

ttk icon ttk

TTK - Topological Data Analysis and Visualization - Source Code

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