Gems: Gpu-enabled memory-aware model-parallelism system for distributed dnn training A Jain, AA Awan, AM Aljuhani, JM Hashmi, QG Anthony, H Subramoni, ... SC20: International Conference for High Performance Computing, Networking …, 2020 | 45 | 2020 |
A novel genetically optimized convolutional neural network for traffic sign recognition: A new benchmark on Belgium and Chinese traffic sign datasets A Jain, A Mishra, A Shukla, R Tiwari Neural Processing Letters 50 (3), 3019-3043, 2019 | 39 | 2019 |
Performance characterization of dnn training using tensorflow and pytorch on modern clusters A Jain, AA Awan, Q Anthony, H Subramoni, DKDK Panda 2019 IEEE International Conference on Cluster Computing (CLUSTER), 1-11, 2019 | 39 | 2019 |
Scaling tensorflow, pytorch, and mxnet using mvapich2 for high-performance deep learning on frontera A Jain, AA Awan, H Subramoni, DK Panda 2019 IEEE/ACM Third Workshop on Deep Learning on Supercomputers (DLS), 76-83, 2019 | 28 | 2019 |
Communication profiling and characterization of deep-learning workloads on clusters with high-performance interconnects AA Awan, A Jain, CH Chu, H Subramoni, DK Panda IEEE Micro 40 (1), 35-43, 2019 | 21 | 2019 |
Designing a profiling and visualization tool for scalable and in-depth analysis of high-performance GPU clusters P Kousha, B Ramesh, KK Suresh, CH Chu, A Jain, N Sarkauskas, ... 2019 IEEE 26th International Conference on High Performance Computing, Data …, 2019 | 19 | 2019 |
Accelerating CPU-based distributed DNN training on modern HPC clusters using bluefield-2 DPUs A Jain, N Alnaasan, A Shafi, H Subramoni, DK Panda 2021 IEEE Symposium on High-Performance Interconnects (HOTI), 17-24, 2021 | 16 | 2021 |
Hypar-flow: Exploiting mpi and keras for scalable hybrid-parallel dnn training using tensorflow AA Awan, A Jain, Q Anthony, H Subramoni, DK Panda arXiv preprint arXiv:1911.05146, 2019 | 14* | 2019 |
Super: Sub-graph parallelism for transformers A Jain, T Moon, T Benson, H Subramoni, SA Jacobs, DK Panda, ... 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021 | 10 | 2021 |
INAM: cross-stack profiling and analysis of communication in MPI-based applications P Kousha, KR Sankarapandian Dayala Ganesh Ram, M Kedia, ... Practice and Experience in Advanced Research Computing, 1-11, 2021 | 8 | 2021 |
Efficient training of semantic image segmentation on summit using horovod and mvapich2-gdr Q Anthony, AA Awan, A Jain, H Subramoni, DKDK Panda 2020 IEEE International Parallel and Distributed Processing Symposium …, 2020 | 7 | 2020 |
Optimizing distributed DNN training using CPUs and BlueField-2 DPUs A Jain, N Alnaasan, A Shafi, H Subramoni, DK Panda IEEE Micro 42 (2), 53-60, 2021 | 5 | 2021 |
OMB-Py: Python micro-benchmarks for evaluating performance of MPI libraries on HPC systems N Alnaasan, A Jain, A Shafi, H Subramoni, DK Panda 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 3 | 2022 |
Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters A Jain, A Shafi, Q Anthony, P Kousha, H Subramoni, DK Panda International Conference on High Performance Computing, 109-130, 2022 | 3 | 2022 |
A 156pW gate-leakage based voltage/current reference for low-power iot systems A Pullela, A Ali, A Jain, I Lee, Z Abbas 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 1923-1927, 2022 | 3 | 2022 |
“Hey CAI” - Conversational AI Enabled User Interface for HPC Tools P Kousha, A Jain, A Kolli, S Miriyala, P Sainath, H Subramoni, A Shafi, ... International Conference on High Performance Computing, 87-108, 2022 | 2 | 2022 |
SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC P Kousha, A Jain, A Kolli, M Lieber, M Han, N Contini, H Subramoni, ... International Conference on High Performance Computing, 402-424, 2023 | 1 | 2023 |
Application of Egyptian Vulture Optimization in Speech Emotion Recognition. S Sahu, A Jain, R Tiwari, A Shukla SLTU, 230-234, 2018 | 1 | 2018 |
Rectal Dieulafoy’s Lesion Detected Using MRI of Pelvis–First of it’s Kind S Kiran, A Jain, D Gupta, A Shukla Int J Clin Med Imaging 3: 487. doi 10, 2153-0769.1000491, 2016 | 1 | 2016 |
Proportional to absolute temperature (ptat) voltage generating circuit for generating a ptat voltage and acts as a temperature sensor Z Abbas, A Pullela, A Ali, A Jain US Patent App. 18/115,649, 2023 | | 2023 |