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Fallacies and Pitfalls

Publications

Experiment Management

Configuration

Overview
Multi-GPU support

Compression

Quantization
Pruning
Clustering
Tensor Decompositions
Knowledge Distillation

Optimization

Hyperparameter Optimization

Neural Architecture Search

NAS (Legacy)
Usage
Search Spaces
Parametrization
Search
Evaluating Results
Optimization Metrics

Deployment

Overview
Torch Mobile
T-Rax Ultratrail
TVM
TensorRT

Evaluation

Evaluation

Specific applications

Seizure Detection

Development

Overview
Debugging
Profiling
API Documentation

HANNAH

Compression
Knowledge Distillation

Pruning

TBD

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