Center for Artificial Intelligence Innovation
4 matches found
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February 1, 2023: Intro to PyTorch - Priyam Mazumdar Training Overview: This tutorial will introduce basics of PyTorch framework necessary to build a neural network, train it and evaluate the accuracy of the model
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February 8, 2023: Intro to Tensor Flow - Shirui Luo Training Overview: This tutorial will introduce basics of TensorFlow necessary to build a neural network, train it and evaluate the accuracy of the model.
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February 15, 2023: Distributed Data Parallel Model Training in PyTorch - Shirui Luo Training Overview: This tutorial walks through distributed data parallel training in PyTorch via DDP. We will start with a simple non-distributed training job, and end with deploying a training job across several GPUs in a single HAL node.
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February 22, 2023: Robust Physics-Informed Neural Networks - Avik Roy Training Overview: Physics Informed Neural Networks (PINNs) have recently been found to be effective PDE solvers. This talk will focus on how traditional PINN architectures along with physics-inspired regularizers fail to retrieve the intended solution when training data is noisy and how this probl