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WorksheetsMainstream Development Frameworks
Total questions: 10
Worksheet time: 6mins
Python-based machine learning computing framework developed by
Facebook is
PyTorch
TensorFlow
Caffe
MindSpore
Fitur-fitur andalan PyTorch
Python First
Dynamic neural network
Easy to Debug
Supports only GPU
TensorFlow diciptakan oleh
Microsoft
OpenAI
Manakah yang merupakan fitur dari TensorFlow?
Scalability
GPU
Powerful Computing
Single-Platform
TensorFlow can run on
Smartphones
Cluster computers
Laptop
Desktop
Major improvement dalam TensorFlow:
eager execution
compatibility with PyTorch
tf.contrib module is maintained
discontinuity with TensorFlow 1.0
The most basic data structure in TensorFlow is (a)
One of common modules of TensorFlow 2.x is
tf
tf.exceptions
tf.probability
tf.imaging
Keuntungan-keuntungan Keras adalah
Easy to use
Modular and composable
Easy to extend
Object-oriented
Problem yang digunakan sebagai contoh dalam Deep Learning Development slides adalah
Handwritten digit recognition
House price prediction
Movie recommendation
Iris flower classification
