Slide 6
Slide 6 text
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name functions example
Graphical visualization DIGITS, TensorBoard
Machine learning workflow
management
Dataset prep, Save/Load
Training loop
Keras, TF slim
Computational graph(CG)
management
Build/Optimize CGs
Forward/Back prop
Theano, TensorFlow
Torch.nn
Multi-dimensional
array processing
High-level array
manipulation
NumPy, CuPy
Eigen, Torch (core)
Numerical computation Matrix operation
Convolution
BLAS(OpenBLAS, MKL),
cuBLAS, cuDNN, MKL
DNN
Computational device CPU, GPU, TPU, FPGA