Ahmet Inci

Researcher, NVIDIA

Joined

June 2019

Names

Ahmet Inci (Preferred)

Ahmet Fatih Inci

Emails

****@andrew.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

NVIDIA (nvidia.com)

2024 – Present

PhD student

CMU, Carnegie Mellon University (andrew.cmu.edu)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Diana Marculescu

2017 – 2022

Expertise

Systems for ML

2017 – Present

Neural Architecture Search

2017 – Present

Hardware-Efficient Deep Learning

2017 – Present

HW/ML Model Co-Design

2017 – Present

Publications

QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- ACM Trans. Embed. Comput. Syst. 2023
- Readers: Everyone
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Nonvolatile Memories for Deep Learning
Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2022
- Readers: Everyone
QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Efficient Deep Learning Using Non-Volatile Memory Technology
Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration
Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems
Ahmet Fatih Inci, Evgeny Bolotin, Yaosheng Fu, Gal Dalal, Shie Mannor, David W. Nellans, Diana Marculescu
- 2020 (modified: 17 Apr 2023)
- CoRR 2020
- Readers: Everyone
DeepNVM: A Framework for Modeling and Analysis of Non-Volatile Memory Technologies for Deep Learning Applications
Ahmet Fatih Inci, Mehmet Meric Isgenc, Diana Marculescu
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- DATE 2020
- Readers: Everyone
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning
Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu
- Published: 01 Jan 2020, Last Modified: 15 May 2023
- CoRR 2020
- Readers: Everyone

Ahmet Inci

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors