Project Summary
Project aim, contribution, videos, results, future work
Logbook
Updating regularly about ongoing work in this GSoC project.
2022
Results summary
Results!!
Coding Period: Week 12
Resolving issues, documentations, created result videos
Coding Period: Week 10 & 11
Pruning, simulations, PR updates and new issues
Coding Period: Week 9
Complete Pytorch quantization optimizations, montreal benchmarking and offline results
Coding Period: Week 8
Pytorch optimization strategies, montreal benchmarking and additional page
Coding Period: Week 7
TF-TRT model verification, aggregating results, development tips
Coding Period: Week 6
Analyze results, failures and TensorRT (TF-TRT) Optimization
Coding Period: Week 5
Result’s video, more simulation and Collaborative Optimization
Coding Period: Week 4
Verification of optimizated models (offline and simulation)
Coding Period: Week 3
Optimization with Quantization, Pruning and combination techniques
Coding Period: Week 2
More on baseline and optimization experiment with TensorRT
Coding Period: Week 1
Set baseline and first optimization experiment
Community Bonding: Week 3
Continuing - resolving issues and adding features in main tools
Community Bonding: Week 2
Identify, resolve issues and add features in main tools
Community Bonding: Week 1
Installation and discussion about project