ApproxTuner: A compiler and runtime system for adaptive approximations

Keyphrases

• Accuracy Loss 33%
• Accuracy Performance 33%
• Accuracy Prediction Model 33%
• Accuracy Requirements 33%
• Accuracy-aware 66%
• Adaptive Approximation 100%
• Algorithm System 33%
• Automatic Framework 33%
• Compiler 100%
• Convolutional Neural Network 100%
• Development Time 33%
• Empirical Tuning 33%
• End-product Quality 33%
• Inference Accuracy 33%
• Neural Image Processing 33%
• Neural Network Computation 33%
• Precision Requirements 33%
• Quality Specifications 33%
• Resource-constrained Applications 33%
• Runtime Systems 100%
• System Software 33%
• Tensor-based 33%
• Three-phase Approach 33%
• Tuning Techniques 33%

Computer Science

• Approximation (Algorithm) 100%
• Autotuning 25%
• Convolutional Neural Network 37%
• Image Processing 12%
• Intensive Application 12%
• Prediction Model 12%
• runtime system 100%
• Speed-up 25%
• System Software 12%
• Time Development 12%