What does HybridSequential do in MXNet
This recipe explains what does HybridSequential do in MXNet
Recipe Objective: What does HybridSequential do in MXNet?
This recipe explains what does HybridSequential do in MXNet.
Step 1: Importing library
Let us first import the necessary libraries. We'll import ndarray (nd as alias) from mxnet and neural network (nn as alias) from mxnet.gluon.
from mxnet import nd
from mxnet.gluon import nn
Step 2: Hybrid Sequential
In hybrid programming, we can build a model using hybrid sequential. To use hybrid programming, we'll switch sequential class with hybrid sequential class. When the hybridize function is called compilation, optimization and computation of concatenated layer take place.
net = nn.HybridSequential() # Here we use the class HybridSequential.
net.add(nn.Dense(128, activation='relu'),
nn.Dense(64, activation='relu'),
nn.Dense(1))
net.initialize()
net.hybridize()
net(z)
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