Question: Why i getting value error at history here is my code below import tensorflow as tf import matplotlib.pyplot as plt import numpy as np #
Why i getting value error at history here is my code below
import tensorflow as tf
import matplotlib.pyplot as plt
import numpy as np
# Check if TensorFlow detects a GPU
printtfconfig.listphysicaldevicesGPU
# Load the MNIST dataset
mnist tfkeras.datasets.mnist
trainxs trainystestxs testys mnist.loaddata
# Normalize the data
trainxs trainxs
testxs testxs
# Reshape the data to match the input shape expected by ConvD layers
trainxs trainxsreshape
testxs testxsreshape
# Onehot encode the labels
numclasses
trainys tfkeras.utils.tocategoricaltrainys numclasses
testys tfkeras.utils.tocategoricaltestys numclasses
# Import required layers and Sequential model
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import ConvD MaxPoolingD Flatten, Dense
# Initialize the model
model Sequential
# Add layers to the model
model.addConvDfilters kernelsize activation'relu', inputshape
model.addMaxPoolingDpoolsize strides
model.addConvDfilters kernelsize activation'relu'
model.addMaxPoolingDpoolsize strides
model.addFlatten
model.addDense activation'relu'
model.addDensenumclasses, activation'softmax'
# Print model summary
model.summary
# Compile the model
model.compile
optimizer'adam',
loss'categoricalcrossentropy',
metricsaccuracy
# Train the model
history model.fittrainxs trainys epochs validationdatatestxs testys
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