Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
- Florian Scheidegger
- Roxana Istrate
- et al.
- 2020
- Visual Computer
Paper
Publications
16 results for Giovanni Mariani
Mixed-Precision Deep Learning Based on Computational Memory
- S. R. Nandakumar
- Manuel Le Gallo
- et al.
- 2020
- Frontiers in Neuroscience
PaperFloatX: A C++ library for customized floating-point arithmetic
- Goran Flegar
- Florian Scheidegger
- et al.
- 2019
- ACM TOMS
PaperNAPEL: Near-memory computing application performance prediction via ensemble learning
- Gagandeep Singh
- Juan Gomez-Luna
- et al.
- 2019
- DAC 2019
Conference paperTAPAS: Train-less accuracy predictor for architecture search
- Roxana Istrate
- Florian Scheidegger
- et al.
- 2019
- AAAI 2019
Conference paperPredicting cloud performance for HPC applications before deployment
- Giovanni Mariani
- Andreea Anghel
- et al.
- 2018
- Future Generation Computer Systems
PaperAnalytic Multi-Core Processor Model for Fast Design-Space Exploration
- Rik Jongerius
- Andreea Anghel
- et al.
- 2018
- IEEE TC
PaperClassification of thread profiles for scaling application behavior
- Giovanni Mariani
- Andreea Anghel
- et al.
- 2017
- Parallel Computing
PaperPredicting Cloud Performance for HPC Applications: A User-Oriented Approach
- Giovanni Mariani
- Andreea Anghel
- et al.
- 2017
- CCGrid 2017
Conference paperMeSAP: A fast analytic power model for DRAM memories
- Sandeep Poddar
- Rik Jongerius
- et al.
- 2017
- DATE 2017
Conference paper