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Tushar Krishna
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Tushar Krishna13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTushar KrishnaATushar KrishnaResearcherMLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution TracesWMLCommons Chakra: Advan...preprint / 2026MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator CoresWMAGMA: An Optimization ...preprint / 2022Self-Adaptive Reconfigurable Arrays (SARA): Using ML to Assist Scaling GEMM AccelerationWSelf-Adaptive Reconfigu...preprint / 2022DNNFuser: Generative Pre-Trained Transformer as a Generalized Mapper for Layer Fusion in DNN AcceleratorsWDNNFuser: Generative Pr...preprint / 2022ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement LearningWConfuciuX: Autonomous H...preprint / 2020CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge DevicesWCLAN: Continuous Learni...preprint / 2020Generative Design of Hardware-aware DNNsWGenerative Design of Ha...preprint / 2020DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN AcceleratorsWDiGamma: Domain-aware G...preprint / 2022Restructuring, Pruning, and Adjustment of Deep Models for Parallel Distributed InferenceWRestructuring, Pruning,...preprint / 2020Breaking Barriers: Maximizing Array Utilization for Compute In-Memory FabricsWBreaking Barriers: Maxi...preprint / 2020STONNE: A Detailed Architectural Simulator for Flexible Neural Network AcceleratorsWSTONNE: A Detailed Arch...preprint / 2020Conditional Neural Architecture SearchWConditional Neural Arch...preprint / 2020
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Tushar Krishna

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PaperMLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution TracesAuthorship / preprint / 2026PaperMAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator CoresAuthorship / preprint / 2022PaperSelf-Adaptive Reconfigurable Arrays (SARA): Using ML to Assist Scaling GEMM AccelerationAuthorship / preprint / 2022PaperDNNFuser: Generative Pre-Trained Transformer as a Generalized Mapper for Layer Fusion in DNN AcceleratorsAuthorship / preprint / 2022PaperConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement LearningAuthorship / preprint / 2020PaperCLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge DevicesAuthorship / preprint / 2020PaperGenerative Design of Hardware-aware DNNsAuthorship / preprint / 2020PaperDiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN AcceleratorsAuthorship / preprint / 2022

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