Difference between revisions of "Probing the limits of fake-quantised neural networks"
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− | ==Introduction== | + | == Introduction == |
Abstract of the project | Abstract of the project | ||
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− | + | == Project description == | |
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− | + | == Competences == | |
Required: | Required: | ||
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: 20% Theory | : 20% Theory | ||
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− | + | == Professor == | |
: [http://www.iis.ee.ethz.ch/people/person-detail.html?persid=194234 Luca Benini] | : [http://www.iis.ee.ethz.ch/people/person-detail.html?persid=194234 Luca Benini] | ||
− | === | + | ===== Status: Available ===== |
− | * '''[[Project Plan]]''' | + | We are looking for 1 Master student. |
− | * '''[[Project Meetings]]''' | + | It is possible to complete the project either as a Semester Project or a Master Thesis. |
− | * '''[[Design Review]]''' | + | Supervisors: [[:User:spmatteo | Matteo Spallanzani]][mailto:spmatteo@iis.ee.ethz.ch spmatteo@iis.ee.ethz.ch], [[:User:andrire | Renzo Andri (Huawei RC Zurich)]] |
− | * '''[[Coding Guidelines]]''' | + | |
− | * '''[[Final Report]]''' | + | |
− | * '''[[Final Presentation]]''' | + | === Logistics === |
+ | |||
+ | === Further details === | ||
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+ | <!-- * '''[[Project Plan]]''' ---> | ||
+ | <!-- * '''[[Project Meetings]]''' ---> | ||
+ | <!-- * '''[[Design Review]]''' ---> | ||
+ | <!-- * '''[[Coding Guidelines]]''' ---> | ||
+ | <!-- * '''[[Final Report]]''' ---> | ||
+ | <!-- * '''[[Final Presentation]]''' ---> | ||
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+ | [[Category:Available]] | ||
[[Category:Semester Thesis]] | [[Category:Semester Thesis]] | ||
[[Category:Master Thesis]] | [[Category:Master Thesis]] | ||
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− | [[Category: | + | [[Category:spmatteo]] |
− | [[Category: | + | [[Category:andrire]] |
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Revision as of 20:37, 24 September 2021
Contents
Introduction
Abstract of the project
Project description
Competences
Required:
- Numerical representation formats (integer, floating-point)
- Numerical analysis
- Python programming
- C/C++ programming
Optional:
- Knowledge of the PyTorch deep learning framework
- Knowledge of digital arithmetic (e.g., two's complement, overflow, wraparound)
Character
- 20% Theory
- 40% C/C++ and Python coding
- 40% Deep learning
Professor
Status: Available
We are looking for 1 Master student. It is possible to complete the project either as a Semester Project or a Master Thesis. Supervisors: Matteo Spallanzanispmatteo@iis.ee.ethz.ch, Renzo Andri (Huawei RC Zurich)