jack-willturner/deep-compression
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
Repositories
jack-willturner/nas-as-program-transformation-exploration
The code for our paper "Neural Architecture Search as Program Transformation Exploration"
jack-willturner/deck-gen
Generate Anki decks for TV shows based on frequency of words in subtitles.
jack-willturner/batchnorm-pruning
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
jack-willturner/pytorch-onnx-tvm
PyTorch -> ONNX -> TVM for autotuning
jack-willturner/daily_stretches
giving this vibe coding thing a go
jack-willturner/jack-willturner
jack-willturner/jack-willturner.github.io
Website.
jack-willturner/the-torch-bench
A personal tool for benchmarking PyTorch things.
jack-willturner/gymnastics
A "gym" style toolkit for building lightweight NAS systems.
jack-willturner/characterising-neural-compression
Code for "Characterising Across Stack Optimisations for Deep Convolutional Neural Networks"
jack-willturner/sends
jack-willturner/notes
Notes on things.
jack-willturner/dotfiles
jack-willturner/self-rep-learning
Self-supervised visual representation learning
jack-willturner/creative
jack-willturner/naswot
An unofficial replication of NAS Without Training.
jack-willturner/creative-matplotlib
Assorted creative coding scripts & outputs using vanilla matplotlib
jack-willturner/nas-without-training
Code for Neural Architecture Search without Training (ICML 2021)
jack-willturner/ifsc-results
jack-willturner/coin
A PyTorch replication of "COIN: COmpression with Implicit Neural representations"
jack-willturner/AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
jack-willturner/nn_design_patterns
An exploration of design patterns for constructing neural networks.
jack-willturner/aoc-1
AoC solutions
jack-willturner/wat
jack-willturner/aoc
Not Alexandria Ocasio-Cortez
jack-willturner/fbnet_without_training
Searching the FBNet search space with NASWOT
jack-willturner/drawings
jack-willturner/tvm_groupconv
A naive implementation of group convolution in TVM compute syntax
jack-willturner/timm-time
Benchmarks for timm (pytorch-image-models)