Benchmarking Pruning and Quantization #106
Description
We also need to benchmark the Lottery-tickets Pruning algorithm and the Quantization algorithms. The models used for this would be the student networks discussed in #105 (ResNet18, MobileNet v2, Quantization v2).
Pruning (benchmark upto 40, 50 and 60 % pruned weights)
- Lottery Tickets
Quantization
- Static
- QAT