Deliverables M6
D1.1 Task modeling from user definition results
D3.1 Carbon footprint-based model optimization tool
D7.2 Report on communication exploitation and dissemination
Deliverables M12
D2.1 Hardware Accelerator Architecture v1.0 - Summary
D4.1 Exploring new ML models report v2.0 - Summary
D5-1-Framework architecture back end front end design and release - Summary
D77 Annual report on collaboration - Summary
Scientific Publications
A Knowledge Distillation Framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image
Authors: Jwalin Bhatt, Yaroslav Zharov, Sungho Suh, Tilo Baumbach, Vincent Heuveline, and Paul Lukowicz
Authors: Nicklas Boserup, Raghavendra Selvan
Addressing Sustainable ML Life-cycles through Human-Centered Design
Authors: Eya Ben Chaaben, Janin Koch
Authors: Daniel Geißler, Bo Zhou, Paul Lukowicz
Authors: Mengxi Liu; Bo Zhou; Zimin Zhao; Hyeonseok Hong; Hyun Kim; Sungho Suh; Vitor Fortes Rey; Paul Lukowicz
Energy Efficiency Impact of Processing in Memory: A Comprehensive Review of Workloads on the UPMEM Architecture
Authors: Yann Falevoz & Julien Legriel
Novel Adaptive Quantization Methodology for 8-bit Floating-Point DNN Training
Authors: Mohammad Hassani Sadi, Chirag Sudarshan, and Norbert Wehn