• TensorFlow module architecture introduced
TensorFlow modules and APIs
TensorFlow architecture
• TensorFlow data flow diagram presentation
TensorFlow data flow graph is a declarative programming paradigm
Multi-angle comparison declarative programming and imperative programming
Feibolaqi example the number of columns
Data flow diagram TensorFlow
TensorFlow data flow diagram advantage
• Fast Parallel Computing
• Distributed Computing fast (CPUs, GPUs TPUs)
• Pre-compiler optimization (XLA)
• portability (Language-independent representation)
• What tensor (Tensor) • What is variable (Variable) is
TensorFlow tensor
• What operation (Operation) is
• What session (Session) is
• What optimizer (Optimizer) is