Internship - R&d - Neural Network Optimization for - Paris, France - PROPHESEE

PROPHESEE

Entreprise vérifiée

Paris, France

il y a 3 semaines

Posté par:

Sophie Dupont

beBee Recruiter

StageSHIP

Description

Internship opportunities at Prophesee:

PROPHESEE:

This is a great opportunity to join a dynamic company and an exciting team and to lead a paradigm shift in computer vision across many industries.

EVENT-BASED TECHNOLOGY:

INTERNSHIP POSITION DESCRIPTION:

The main required skills common to MOST internship positions are the following (but not exclusively):

Excellent programming skills in C++ and/or in Python
Engineering background in Computer Science, Mathematics or related field
Prior experience in projects involving at least one of the following domains:
Algorithmic design, e.g. 3d vision, machine learning, numerical optimization, etc
Software development, e.g. implementation, architecture, optimization, testing, porting on embedded platforms, etc
Development operations, e.g. source code versioning, continuous integration & deployment, cloud computing, system administration, etc

R&D:

Neural Network Optimization for Embedded Deployment:

Missions:_
Benchmark and profile current model implementation
Study the ML accelerator architecture and capabilities
Investigate SoTA optimization techniques such as pruning, quantization...
Study Neural Architecture Search (NAS) opportunities
Implement selected optimization techniques on company's models
Prerequisites_:

Python; Benchmarking/Profiling; ML and CNNs for visions

Strongly appreciated:
ML deployment; ML optimization; Embedded knowledge

Level: _master 2 or more

BENEFITS:

Salary package : 80% SMIC (9,32 €/h)
Meal vouchers : 9€ / working day (Swile card)
Working hours : 35h / week

Office location :
Paris Bastille (74 rue du Faubourg Saint Antoine 75012)

Other benefits :

CSE