Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression Transformations

Keyphrases

• Neural Network 100%
• Checkpointing 100%
• Checkpointing Algorithms 100%
• Expression Transformation 100%
• Transparent Checkpointing 100%
• Numerical Simulation 50%
• Iterative Algorithm 50%
• Programming Languages 50%
• Burgers Equation 50%
• Backpropagation 50%
• Adjoint Method 50%
• Computing Facility 50%
• Unique Design 50%
• Memory Requirements 50%
• Machine Learning 50%
• Polaris 50%
• MPI Applications 50%
• Automatic Differentiation 50%
• Storage Devices 50%
• Recomputation 50%
• Time-dependent Problems 50%
• Leadership Computing 50%
• Loop Iteration 50%
• Time-stepper 50%

Computer Science

• Checkpointing 100%
• Neural Network 66%
• Checkpointing Algorithm 66%
• Iterative Algorithm 33%
• Numerical Simulation 33%
• Memory Requirement 33%
• Burger Equation 33%
• Computing Facility 33%
• Loop Iteration 33%
• Machine Learning 33%
• Learning System 33%
• Programming Language 33%