Dharma Teja Vooturi

According to our database, Dharma Teja Vooturi authored at least 9 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

AUTOSPARSE: Towards Automated Sparse Training of Deep Neural Networks.

Abhisek Kundu, Naveen K. Mellempudi, Dharma Teja Vooturi, Bharat Kaul, Pradeep Dubey

CoRR, 2023

Ramanujan bipartite graph products for efficient block sparse neural networks.

Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli

Concurr. Comput. Pract. Exp., 2023

2019

A Study of BFLOAT16 for Deep Learning Training.

Dhiraj D. Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey

CoRR, 2019

Dynamic Block Sparse Reparameterization of Convolutional Neural Networks.

Dharma Teja Vooturi, Girish Varma, Kishore Kothapalli

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Efficient Sparse Neural Networks Using Regularized Multi Block Sparsity Pattern on a GPU.

Dharma Teja Vooturi, Kishore Kothapalli

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

2018

Hierarchical Block Sparse Neural Networks.

Dharma Teja Vooturi, Dheevatsa Mudigere, Sasikanth Avancha

CoRR, 2018

2017

Efficient Inferencing of Compressed Deep Neural Networks.

Dharma Teja Vooturi, Saurabh Goyal, Anamitra R. Choudhury, Yogish Sabharwal, Ashish Verma

CoRR, 2017

Parallelizing Hines Matrix Solver in Neuron Simulations on GPU.

Dharma Teja Vooturi, Kishore Kothapalli, Upinder Singh Bhalla

Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

2015

Parallel Algorithm for Quasi-Band Matrix-Matrix Multiplication.

Dharma Teja Vooturi, Kishore Kothapalli

Proceedings of the Parallel Processing and Applied Mathematics, 2015