Errors in train_ch3 in tensorflow version softmax-regression-scratch.ipynb

[Neverforgetme]

Here is the function that causes an error when I use train_ch3(net, train_iter, test_iter, cross_entropy, num_epochs, updater)

in the softmax-regression-scratch.ipynb

def train_ch3(net, train_iter, test_iter, loss, num_epochs, updater):
"""动画+训练模型（定义见第3章）""" animator = Animator(xlabel='epoch', xlim=[1, num_epochs], ylim=[0.3, 0.9], legend=['train loss', 'train acc', 'test acc']) for epoch in range(num_epochs): train_metrics = train_epoch_ch3(net, train_iter, loss, updater) ##NameError: name 'train_epoch_ch3' is not defined test_acc = evaluate_accuracy(net, test_iter) animator.add(epoch + 1, train_metrics + (test_acc,)) train_loss, train_acc = train_metrics assert train_loss < 0.5, train_loss assert train_acc <= 1 and train_acc > 0.7, train_acc assert test_acc <= 1 and test_acc > 0.7, test_acc

Here is the bug details

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NameError Traceback (most recent call last) in <cell line: 2>() 1 num_epochs = 10 ----> 2 train_ch3(net, train_iter, test_iter, cross_entropy, num_epochs, updater)

in train_ch3(net, train_iter, test_iter, loss, num_epochs, updater) 4 legend=['train loss', 'train acc', 'test acc']) 5 for epoch in range(num_epochs): ----> 6 train_metrics = train_epoch_ch3(net, train_iter, loss, updater) 7 test_acc = evaluate_accuracy(net, test_iter) 8 animator.add(epoch + 1, train_metrics + (test_acc,))

NameError: name 'train_epoch_ch3' is not defined

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[Neverforgetme]

Here is another bug in the last cell of softmax-regression-concise.ipynb d2l.train_ch3(net, train_iter, test_iter, loss, num_epochs, trainer)

Here is the bug detail

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AssertionError Traceback (most recent call last) in <cell line: 2>() 1 num_epochs = 2 ----> 2 d2l.train_ch3(net, train_iter, test_iter, loss, num_epochs, trainer)

/usr/local/lib/python3.10/dist-packages/d2l/tensorflow.py in train_ch3(net, train_iter, test_iter, loss, num_epochs, updater) 318 animator.add(epoch + 1, train_metrics + (test_acc,)) 319 train_loss, train_acc = train_metrics --> 320 assert train_loss < 0.5, train_loss 321 assert train_acc <= 1 and train_acc > 0.7, train_acc 322 assert test_acc <= 1 and test_acc > 0.7, test_acc

AssertionError: 0.5710129758199056

ImportError Traceback (most recent call last) /usr/local/lib/python3.10/dist-packages/IPython/core/formatters.py in call(self, obj) 339 pass 340 else: --> 341 return printer(obj) 342 # Finally look for special method names 343 method = get_real_method(obj, self.print_method)

12 frames /usr/local/lib/python3.10/dist-packages/matplotlib/backends/backend_svg.py in 16 import matplotlib as mpl 17 from matplotlib import _api, cbook, font_manager as fm ---> 18 from matplotlib.backend_bases import ( 19 _Backend, _check_savefig_extra_args, FigureCanvasBase, FigureManagerBase, 20 RendererBase)

ImportError: cannot import name '_check_savefig_extra_args' from 'matplotlib.backend_bases' (/usr/local/lib/python3.10/dist-packages/matplotlib/backend_bases.py)

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