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Difference between revisions of "Probing the limits of fake-quantised neural networks"

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We are looking for 1 Master student.
 
We are looking for 1 Master student.
 
It is possible to complete the project either as a Semester Project or a Master Thesis.
 
It is possible to complete the project either as a Semester Project or a Master Thesis.
 +
 
Supervisors: [[:User:spmatteo | Matteo Spallanzani]][mailto:spmatteo@iis.ee.ethz.ch spmatteo@iis.ee.ethz.ch], [[:User:andrire | Renzo Andri (Huawei RC Zurich)]]
 
Supervisors: [[:User:spmatteo | Matteo Spallanzani]][mailto:spmatteo@iis.ee.ethz.ch spmatteo@iis.ee.ethz.ch], [[:User:andrire | Renzo Andri (Huawei RC Zurich)]]
  

Revision as of 19:37, 24 September 2021

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

Luca Benini


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)


Logistics

Further details