【Paddle】add discussion for paddle。chap4,chap5,chap6,chap7,chap8 (d2l-…

…ai#1222) * 【Paddle】add discussion for paddle chap4-1 【Paddle】add discussion for paddle chap4-1 * 【Paddle】add discussion for paddle chap4-2 【Paddle】add discussion for paddle chap4-2 * 【Paddle】add discussion for paddle chap4-3 【Paddle】add discussion for paddle chap4-3 * 【Paddle】add discussion for paddle chap4-4 【Paddle】add discussion for paddle chap4-4 * 【Paddle】add discussion for paddle chap4-5 【Paddle】add discussion for paddle chap4-5 * 【Paddle】add discussion for paddle chap4-6 【Paddle】add discussion for paddle chap4-6 * 【Paddle】add discussion for paddle chap4-8 【Paddle】add discussion for paddle chap4-8 * 【Paddle】add discussion for paddle chap4-10 【Paddle】add discussion for paddle chap4-10 * 【Paddle】add discussion for paddle chap5-1 【Paddle】add discussion for paddle chap5-1 * 【Paddle】add discussion for paddle chap5-2 【Paddle】add discussion for paddle chap5-2 * 【Paddle】add discussion for paddle chap5-3 【Paddle】add discussion for paddle chap5-3 * 【Paddle】add discussion for paddle chap5-4 【Paddle】add discussion for paddle chap5-4 * 【Paddle】add discussion for paddle chap5-5 【Paddle】add discussion for paddle chap5-5 * 【Paddle】add discussion for paddle chap5-6 【Paddle】add discussion for paddle chap5-6 * 【Paddle】add discussion for paddle chap6-2 【Paddle】add discussion for paddle chap6-2 * 【Paddle】add discussion for paddle chap6-3 【Paddle】add discussion for paddle chap6-3 * 【Paddle】add discussion for paddle chap6-4 【Paddle】add discussion for paddle chap6-4 * 【Paddle】add discussion for paddle chap6-5 【Paddle】add discussion for paddle chap6-5 * 【Paddle】add discussion for paddle chap6-6 【Paddle】add discussion for paddle chap6-6 * 【Paddle】add discussion for paddle chap7-1 【Paddle】add discussion for paddle chap7-1 * 【Paddle】add discussion for paddle chap7-2 【Paddle】add discussion for paddle chap7-2 * 【Paddle】add discussion for paddle chap7-3 【Paddle】add discussion for paddle chap7-3 * 【Paddle】add discussion for paddle chap7-4 【Paddle】add discussion for paddle chap7-4 * 【Paddle】add discussion for paddle chap7-5 【Paddle】add discussion for paddle chap7-5 * 【Paddle】add discussion for paddle chap7-6 【Paddle】add discussion for paddle chap7-6 * 【Paddle】add discussion for paddle chap7-7 【Paddle】add discussion for paddle chap7-7 * 【Paddle】add discussion for paddle chap8-1 【Paddle】add discussion for paddle chap8-1 * 【Paddle】add discussion for paddle chap8-2 【Paddle】add discussion for paddle chap8-2 * 【Paddle】add discussion for paddle chap8-3 【Paddle】add discussion for paddle chap8-3 * 【Paddle】add discussion for paddle chap8-4 【Paddle】add discussion for paddle chap8-4 * 【Paddle】add discussion for paddle chap8-5 【Paddle】add discussion for paddle chap8-5 * 【Paddle】add discussion for paddle chap8-6 【Paddle】add discussion for paddle chap8-6
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diff --git a/chapter_convolutional-modern/alexnet.md b/chapter_convolutional-modern/alexnet.md
@@ -328,3 +328,7 @@ d2l.train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1862)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11788)
+:end_tab:
diff --git a/chapter_convolutional-modern/batch-norm.md b/chapter_convolutional-modern/batch-norm.md
@@ -610,3 +610,7 @@ Ali Rahimi在接受2017年NeurIPS大会的“接受时间考验奖”（Test of
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1875)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11792)
+:end_tab:
diff --git a/chapter_convolutional-modern/densenet.md b/chapter_convolutional-modern/densenet.md
@@ -475,3 +475,7 @@ d2l.train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1881)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11794)
+:end_tab:
diff --git a/chapter_convolutional-modern/googlenet.md b/chapter_convolutional-modern/googlenet.md
@@ -441,3 +441,7 @@ d2l.train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1872)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11791)
+:end_tab:
diff --git a/chapter_convolutional-modern/nin.md b/chapter_convolutional-modern/nin.md
@@ -238,3 +238,7 @@ d2l.train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1868)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11790)
+:end_tab:
diff --git a/chapter_convolutional-modern/resnet.md b/chapter_convolutional-modern/resnet.md
@@ -499,3 +499,7 @@ d2l.train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1878)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11793)
+:end_tab:
diff --git a/chapter_convolutional-modern/vgg.md b/chapter_convolutional-modern/vgg.md
@@ -274,3 +274,7 @@ d2l.train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1865)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11789)
+:end_tab:
diff --git a/chapter_convolutional-neural-networks/channels.md b/chapter_convolutional-neural-networks/channels.md
@@ -189,3 +189,7 @@ assert float(d2l.reduce_sum(d2l.abs(Y1 - Y2))) < 1e-6
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1853)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11785)
+:end_tab:
diff --git a/chapter_convolutional-neural-networks/conv-layer.md b/chapter_convolutional-neural-networks/conv-layer.md
@@ -382,3 +382,7 @@ d2l.reshape(conv2d.weight, (1, 2))
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1847)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11783)
+:end_tab:
diff --git a/chapter_convolutional-neural-networks/lenet.md b/chapter_convolutional-neural-networks/lenet.md
@@ -449,3 +449,7 @@ train_ch6(net, train_iter, test_iter, num_epochs, lr, d2l.try_gpu())
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1859)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11787)
+:end_tab:
diff --git a/chapter_convolutional-neural-networks/padding-and-strides.md b/chapter_convolutional-neural-networks/padding-and-strides.md
@@ -246,3 +246,7 @@ comp_conv2d(conv2d, X).shape
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1850)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11784)
+:end_tab:
diff --git a/chapter_convolutional-neural-networks/pooling.md b/chapter_convolutional-neural-networks/pooling.md
@@ -317,3 +317,7 @@ pool2d(X)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1856)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11786)
+:end_tab:
diff --git a/chapter_deep-learning-computation/custom-layer.md b/chapter_deep-learning-computation/custom-layer.md
@@ -311,3 +311,7 @@ net(paddle.rand([2, 64]))
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1836)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11780)
+:end_tab:
diff --git a/chapter_deep-learning-computation/deferred-init.md b/chapter_deep-learning-computation/deferred-init.md
@@ -127,3 +127,7 @@ net(X)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1833)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11779)
+:end_tab:
diff --git a/chapter_deep-learning-computation/model-construction.md b/chapter_deep-learning-computation/model-construction.md
@@ -717,3 +717,7 @@ Python的问题[全局解释器锁](https://wiki.python.org/moin/GlobalInterpret
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1826)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11777)
+:end_tab:
diff --git a/chapter_deep-learning-computation/parameters.md b/chapter_deep-learning-computation/parameters.md
@@ -733,3 +733,7 @@ print(net[2].weight[0] == net[4].weight[0])
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1830)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11778)
+:end_tab:
diff --git a/chapter_deep-learning-computation/read-write.md b/chapter_deep-learning-computation/read-write.md
@@ -320,3 +320,7 @@ Y_clone == Y
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1838)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11781)
+:end_tab:
diff --git a/chapter_deep-learning-computation/use-gpu.md b/chapter_deep-learning-computation/use-gpu.md
@@ -514,3 +514,7 @@ net[0].weight.place
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1842)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11782)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/dropout.md b/chapter_multilayer-perceptrons/dropout.md
@@ -543,3 +543,7 @@ d2l.train_ch3(net, train_iter, test_iter, loss, num_epochs, trainer)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1811)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11774)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/kaggle-house-price.md b/chapter_multilayer-perceptrons/kaggle-house-price.md
@@ -626,3 +626,7 @@ train_and_pred(train_features, test_features, train_labels, test_data,
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1825)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11775)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/mlp-concise.md b/chapter_multilayer-perceptrons/mlp-concise.md
@@ -140,3 +140,7 @@ d2l.train_ch3(net, train_iter, test_iter, loss, num_epochs, trainer)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1801)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11770)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/mlp-scratch.md b/chapter_multilayer-perceptrons/mlp-scratch.md
@@ -273,3 +273,7 @@ d2l.predict_ch3(net, test_iter)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1798)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11769)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/mlp.md b/chapter_multilayer-perceptrons/mlp.md
@@ -481,3 +481,7 @@ d2l.plot(x.detach().numpy(), x.grad.numpy(), 'x', 'grad of tanh', figsize=(5, 2.
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1795)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11768)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/numerical-stability-and-init.md b/chapter_multilayer-perceptrons/numerical-stability-and-init.md
@@ -293,3 +293,7 @@ $$U\left(-\sqrt{\frac{6}{n_\mathrm{in} + n_\mathrm{out}}}, \sqrt{\frac{6}{n_\mat
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1817)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11776)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/underfit-overfit.md b/chapter_multilayer-perceptrons/underfit-overfit.md
@@ -558,3 +558,7 @@ train(poly_features[:n_train, :], poly_features[n_train:, :],
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1805)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11771)
+:end_tab:
diff --git a/chapter_multilayer-perceptrons/weight-decay.md b/chapter_multilayer-perceptrons/weight-decay.md
@@ -526,3 +526,7 @@ train_concise(3)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/1809)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11773)
+:end_tab:
diff --git a/chapter_recurrent-neural-networks/language-models-and-dataset.md b/chapter_recurrent-neural-networks/language-models-and-dataset.md
@@ -458,3 +458,7 @@ def load_data_time_machine(batch_size, num_steps,  #@save
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/2098)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11797)
+:end_tab:
diff --git a/chapter_recurrent-neural-networks/rnn-concise.md b/chapter_recurrent-neural-networks/rnn-concise.md
@@ -375,3 +375,7 @@ d2l.train_ch8(net, train_iter, vocab, lr, num_epochs, device)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/5766)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11800)
+:end_tab:
diff --git a/chapter_recurrent-neural-networks/rnn-scratch.md b/chapter_recurrent-neural-networks/rnn-scratch.md
@@ -1002,3 +1002,7 @@ train_ch8(net, train_iter, vocab, lr, num_epochs, d2l.try_gpu(),
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/2104)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11799)
+:end_tab:
diff --git a/chapter_recurrent-neural-networks/rnn.md b/chapter_recurrent-neural-networks/rnn.md
@@ -325,3 +325,7 @@ $$\exp\left(-\frac{1}{n} \sum_{t=1}^n \log P(x_t \mid x_{t-1}, \ldots, x_1)\righ
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/2101)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11798)
+:end_tab:
diff --git a/chapter_recurrent-neural-networks/sequence.md b/chapter_recurrent-neural-networks/sequence.md
@@ -552,3 +552,7 @@ d2l.plot([time[tau + i - 1: T - max_steps + i] for i in steps],
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/2092)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11795)
+:end_tab:
diff --git a/chapter_recurrent-neural-networks/text-preprocessing.md b/chapter_recurrent-neural-networks/text-preprocessing.md
@@ -223,3 +223,7 @@ len(corpus), len(vocab)
 :begin_tab:`tensorflow`
 [Discussions](https://discuss.d2l.ai/t/2095)
 :end_tab:
+
+:begin_tab:`paddle`
+[Discussions](https://discuss.d2l.ai/t/11796)
+:end_tab: