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DL ICP 7
Alice was beginning to get very tired of sitting by her sister on the bank , and of having nothing to do : once or twice she had peeped into the book her sister was reading , but it had no pictures or conversations in it , ` and what is the use of a book , ' thought Alice ` without pictures or conversation ? ' So she was considering in her own mind ( as well as she could , for the hot day made her feel very sleepy and stupid ) , whether the pleasure of making a daisy - chain would be worth the trouble of getting up and picking the daisies , when suddenly a White Rabbit with pink eyes ran close by her . There was nothing so VERY remarkable in that ; nor did Alice think it so VERY much out of the way to hear the Rabbit say to itself , ` Oh dear ! Oh dear ! I shall be late ! ' ( when she thought it over afterwards , it occurred to her that she ought to have wondered at this, but at the time it all seemed quite natural ) ; but when the Rabbit actually TOOK A WATCH OUT OF ITS WAISTCOAT- POCKET , and looked at it , and then hurried on, Alice started to her feet , for it flashed across her mind that she had never before seen a rabbit with either a waistcoat - pocket , or a watch to take out of it , and burning with curiosity , she ran across the field after it , and fortunately was just in time to see it pop down a large rabbit-hole under the hedge . In another moment down went Alice after it , never once considering how in the world she was to get out again . The rabbit - hole went straight on like a tunnel for some way, and then dipped suddenly down , so suddenly that Alice had not a moment to think about stopping herself before she found herself falling down a very deep well . Either the well was very deep, or she fell very slowly , for she had plenty of time as she went down to look about her and to wonder what was going to happen next . First , she tried to look down and make out what she was coming to, but it was too dark to see anything ; then she looked at the sides of the well , and noticed that they were filled with cupboards and book-shelves; here and there she saw maps and pictures hung upon pegs . She took down a jar from one of the shelves as she passed ; it was labelled ` ORANGE MARMALADE ' , but to her great disappointment it was empty : she did not like to drop the jar for fear of killing somebody , so managed to put it into one of the cupboards as she fell past it .
#3
# Parameters
learning_rate = 0.0001 # 3.a (0.001 changed to .0001)
training_iters = 15000 # 3.a (10000 changed to 15000)
display_step = 1200 # 3.a (1000 changed to 1200)
n_input = 4 # 3.a (3 changed to 4)
Iter= 1200, Average Loss= 8.120618, Average Accuracy= 3.50%
[';', 'then', 'she', 'looked'] - [at] vs [was]
Iter= 2400, Average Loss= 5.403042, Average Accuracy= 4.83%
['tunnel', 'for', 'some', 'way,'] - [and] vs [,]
Iter= 3600, Average Loss= 4.644178, Average Accuracy= 8.42%
['a', 'watch', 'to', 'take'] - [out] vs [to]
Iter= 4800, Average Loss= 4.363778, Average Accuracy= 7.83%
['`', 'Oh', 'dear', '!'] - [Oh] vs [or]
Iter= 6000, Average Loss= 4.050878, Average Accuracy= 11.75%
['in', 'her', 'own', 'mind'] - [(] vs [considering]
Iter= 7200, Average Loss= 3.855063, Average Accuracy= 14.33%
['it', 'into', 'one', 'of'] - [the] vs [the]
Iter= 8400, Average Loss= 3.402528, Average Accuracy= 21.08%
['noticed', 'that', 'they', 'were'] - [filled] vs [and]
Iter= 9600, Average Loss= 3.706592, Average Accuracy= 19.83%
['not', 'a', 'moment', 'to'] - [think] vs [pop]
Iter= 10800, Average Loss= 2.858733, Average Accuracy= 27.33%
['-', 'pocket', ',', 'or'] - [a] vs [a]
Iter= 12000, Average Loss= 3.436200, Average Accuracy= 27.58%
['!', 'Oh', 'dear', '!'] - [I] vs [she]
Iter= 13200, Average Loss= 2.992677, Average Accuracy= 29.50%
['Alice', '`', 'without', 'pictures'] - [or] vs [it]
Iter= 14400, Average Loss= 2.531495, Average Accuracy= 38.83%
['was', 'empty', ':', 'she'] - [did] vs [did]
Optimization Finished!
Elapsed time: 4.050497015317281 min
Run on command line.
4 words: alice is a what
Word not in dictionary
4 words: she was in the
she was in the and and and and and and and and and and and and and and and and and and and and and and and and and and
and and and and and and
#4
n_hidden = 800 # 4 changed from 512
n_input = 2 # 4 changed from 3
Iter= 1000, Average Loss= 8.250560, Average Accuracy= 1.90%
['hung', 'upon'] - [pegs] vs [and]
Iter= 2000, Average Loss= 5.479848, Average Accuracy= 4.00%
['going', 'to'] - [happen] vs [for]
Iter= 3000, Average Loss= 4.600569, Average Accuracy= 2.80%
['so', 'suddenly'] - [that] vs [the]
Iter= 4000, Average Loss= 5.075671, Average Accuracy= 3.70%
['time', 'to'] - [see] vs [had]
Iter= 5000, Average Loss= 4.558779, Average Accuracy= 6.50%
['and', 'then'] - [hurried] vs [it]
Iter= 6000, Average Loss= 5.063815, Average Accuracy= 3.80%
['!', "'"] - [(] vs [own]
Iter= 7000, Average Loss= 4.837321, Average Accuracy= 5.00%
[',', 'when'] - [suddenly] vs [suddenly]
Iter= 8000, Average Loss= 4.928630, Average Accuracy= 5.10%
["'", 'thought'] - [Alice] vs [Alice]
Iter= 9000, Average Loss= 4.864447, Average Accuracy= 4.10%
['to', 'get'] - [very] vs [it]
Iter= 10000, Average Loss= 4.622348, Average Accuracy= 4.70%
['as', 'she'] - [passed] vs [sides]
Optimization Finished!
Elapsed time: 3.775696698824565 min
Run on command line.
2 words: alice was
Word not in dictionary
2 words: to get
to get it looked to looked it looked to looked it looked to looked it looked to looked it looked to looked it looked to
looked it looked to looked it looked to looked
# 5
rnn_cell = rnn.MultiRNNCell([rnn.BasicLSTMCell(n_hidden),rnn.BasicLSTMCell(n_hidden)])
Iter= 1000, Average Loss= 5.621193, Average Accuracy= 3.30%
['saw', 'maps', 'and'] - [pictures] vs [she]
Iter= 2000, Average Loss= 4.798740, Average Accuracy= 5.10%
['slowly', ',', 'for'] - [she] vs [the]
Iter= 3000, Average Loss= 4.721722, Average Accuracy= 6.90%
['considering', 'how', 'in'] - [the] vs [hedge]
Iter= 4000, Average Loss= 4.806591, Average Accuracy= 6.50%
['had', 'never', 'before'] - [seen] vs [she]
Iter= 5000, Average Loss= 4.546418, Average Accuracy= 10.80%
['dear', '!', 'I'] - [shall] vs [Oh]
Iter= 6000, Average Loss= 4.122745, Average Accuracy= 17.90%
['very', 'sleepy', 'and'] - [stupid] vs [could]
Iter= 7000, Average Loss= 4.462069, Average Accuracy= 14.10%
['or', 'twice', 'she'] - [had] vs [wonder]
Iter= 8000, Average Loss= 4.164966, Average Accuracy= 20.20%
['the', 'shelves', 'as'] - [she] vs [the]
Iter= 9000, Average Loss= 4.694513, Average Accuracy= 12.70%
['going', 'to', 'happen'] - [next] vs [she]
Iter= 10000, Average Loss= 4.098465, Average Accuracy= 20.50%
['a', 'tunnel', 'for'] - [some] vs [moment]
Optimization Finished!
Elapsed time: 5.583371102809906 min
Run on command line.
3 words: to get very
to get very of large across some like like like like like like like like like like like like like like like like like
like like like like like like like like like like like
Final Test -- Learning Rate = 0.001 -- Training Iterations = 15000 -- Display Steps = 1500 -- Number Hidden = 412
rnn_cell = rnn.MultiRNNCell([rnn.BasicLSTMCell(n_hidden),rnn.BasicLSTMCell(n_hidden)])
This final test is an attempt to use the data from previous optimizations to find the best prediction for
the data set...
Iter= 1500, Average Loss= 4.839709, Average Accuracy= 4.87%
['look', 'down', 'and'] - [make] vs [went]
Iter= 3000, Average Loss= 2.619142, Average Accuracy= 32.53%
['.', 'In', 'another'] - [moment] vs [moment]
Iter= 4500, Average Loss= 3.672415, Average Accuracy= 22.07%
['but', 'at', 'the'] - [time] vs [time]
Iter= 6000, Average Loss= 2.618988, Average Accuracy= 37.47%
['stupid', ')', ','] - [whether] vs [book]
Iter= 7500, Average Loss= 2.238794, Average Accuracy= 47.73%
['of', 'killing', 'somebody'] - [,] vs [,]
Iter= 9000, Average Loss= 2.100733, Average Accuracy= 52.07%
['going', 'to', 'happen'] - [next] vs [down]
Iter= 10500, Average Loss= 2.072463, Average Accuracy= 51.87%
['.', 'In', 'another'] - [moment] vs [,]
Iter= 12000, Average Loss= 1.730770, Average Accuracy= 58.80%
['over', 'afterwards', ','] - [it] vs [it]
Iter= 13500, Average Loss= 1.623853, Average Accuracy= 63.33%
['in', 'her', 'own'] - [mind] vs [mind]
Iter= 15000, Average Loss= 1.905268, Average Accuracy= 58.40%
['`', 'ORANGE', 'MARMALADE'] - ['] vs [']
Optimization Finished!
Elapsed time: 5.672954698403676 min
Run on command line.
3 words: once or twice
once or twice and had twice pictures or conversations and had twice pictures or conversations and had twice pictures
or conversations and had twice pictures or conversations and had twice pictures or conversations and had
"""
A Recurrent Neural Network (LSTM) implementation example using TensorFlow..
Next word prediction after n_input words learned from text file.
A story is automatically generated if the predicted word is fed back as input.
Author: Rowel Atienza
Project: https://github.com/roatienza/Deep-Learning-Experiments
"""
# from __future__ import print_function
import numpy as np
import tensorflow as tf
from tensorflow.contrib import rnn
import random
import collections
import time
start_time = time.time()
def elapsed(sec):
if sec < 60:
return str(sec) + " sec"
elif sec < (60 * 60):
return str(sec / 60) + " min"
else:
return str(sec / (60 * 60)) + " hr"
# Text file containing words for training
# Data set/Text data found at http://www.textfiles.com/etext/FICTION/alicewonder.txt
training_file = 'alice_wonderland.txt'
def read_data(fname):
with open(fname) as f:
content = f.readlines()
content = [x.strip() for x in content]
content = [content[i].split() for i in range(len(content))]
content = np.array(content)
content = np.reshape(content, [-1, ])
return content
training_data = read_data(training_file)
print("Loaded training data...")
def build_dataset(words):
count = collections.Counter(words).most_common()
dictionary = dict()
for word, _ in count:
dictionary[word] = len(dictionary)
reverse_dictionary = dict(zip(dictionary.values(), dictionary.keys()))
return dictionary, reverse_dictionary
dictionary, reverse_dictionary = build_dataset(training_data)
vocab_size = len(dictionary)
# Parameters
learning_rate = 0.001 # 3.a (0.001 changed to .0001)
training_iters = 15000 # 3.a (10000 changed to 15000)
display_step = 1500 # 3.a (1000 changed to 1200)
n_input = 3 # 3.a (3 changed to 4) (changed to 2 for #4)
# number of units in RNN cell
n_hidden = 412 # 4 changed from 512
# tf Graph input
x = tf.placeholder("float", [None, n_input, 1])
y = tf.placeholder("float", [None, vocab_size])
# RNN output node weights and biases
weights = {
'out': tf.Variable(tf.random_normal([n_hidden, vocab_size]))
}
biases = {
'out': tf.Variable(tf.random_normal([vocab_size]))
}
def RNN(x, weights, biases):
# reshape to [1, n_input]
x = tf.reshape(x, [-1, n_input])
# Generate a n_input-element sequence of inputs
# (eg. [had] [a] [general] -> [20] [6] [33])
x = tf.split(x, n_input, 1)
rnn_cell = rnn.MultiRNNCell([rnn.BasicLSTMCell(n_hidden),rnn.BasicLSTMCell(n_hidden)])
# Uncomment line below to test but comment out the 2-layer rnn.MultiRNNCell above
# rnn_cell = rnn.BasicLSTMCell(n_hidden)
# generate prediction
outputs, states = rnn.static_rnn(rnn_cell, x, dtype=tf.float32)
# there are n_input outputs but
# we only want the last output
return tf.matmul(outputs[-1], weights['out']) + biases['out']
pred = RNN(x, weights, biases)
# Loss and optimizer
cost = tf.reduce_mean(tf.nn.softmax_cross_entropy_with_logits(logits=pred, labels=y))
optimizer = tf.train.RMSPropOptimizer(learning_rate=learning_rate).minimize(cost)
# Model evaluation
correct_pred = tf.equal(tf.argmax(pred, 1), tf.argmax(y, 1))
accuracy = tf.reduce_mean(tf.cast(correct_pred, tf.float32))
# Initializing the variables
init = tf.global_variables_initializer() # added for Tensorboard
# Launch the graph
with tf.Session() as session:
session.run(init)
step = 0
offset = random.randint(0, n_input + 1)
end_offset = n_input + 1
acc_total = 0
loss_total = 0
tf.summary.scalar('Accuracy', accuracy) # added for Tensorboard
tf.summary.scalar('Loss', cost) # added for Tensorboard
merged_summary = tf.summary.merge_all() # added for Tensorboard
summary_writer = tf.summary.FileWriter('/Users/marcpepperman/Desktop/DeepLearning_ICP_CS490/DLICP_7/saved_tensor',
graph=tf.get_default_graph()) # added for Tensorboard
while step < training_iters:
# Generate a minibatch. Add some randomness on selection process.
if offset > (len(training_data) - end_offset):
total_loss = 0
offset = random.randint(0, n_input + 1)
symbols_in_keys = [[dictionary[str(training_data[i])]] for i in range(offset, offset + n_input)]
symbols_in_keys = np.reshape(np.array(symbols_in_keys), [-1, n_input, 1])
symbols_out_onehot = np.zeros([vocab_size], dtype=float)
symbols_out_onehot[dictionary[str(training_data[offset + n_input])]] = 1.0
symbols_out_onehot = np.reshape(symbols_out_onehot, [1, -1])
_, acc, loss, onehot_pred, summary = session.run([optimizer, accuracy, cost, pred, merged_summary], feed_dict={x: symbols_in_keys, y: symbols_out_onehot})
summary_writer.add_summary(summary, step) # added for Tensorboard (summary, merged summary and sum_writ statement)
loss_total += loss
acc_total += acc
if (step + 1) % display_step == 0:
print("Iter= " + str(step + 1) + ", Average Loss= " + \
"{:.6f}".format(loss_total / display_step) + ", Average Accuracy= " + \
"{:.2f}%".format(100 * acc_total / display_step))
acc_total = 0
loss_total = 0
symbols_in = [training_data[i] for i in range(offset, offset + n_input)]
symbols_out = training_data[offset + n_input]
symbols_out_pred = reverse_dictionary[int(tf.argmax(onehot_pred, 1).eval())]
print("%s - [%s] vs [%s]" % (symbols_in, symbols_out, symbols_out_pred))
step += 1
offset += (n_input + 1)
print("Optimization Finished!")
print("Elapsed time: ", elapsed(time.time() - start_time))
print("Run on command line.")
while True:
prompt = "%s words: " % n_input
sentence = input(prompt)
sentence = sentence.strip()
words = sentence.split(' ')
if len(words) != n_input:
continue
try:
symbols_in_keys = [dictionary[str(words[i])] for i in range(len(words))]
for i in range(32):
keys = np.reshape(np.array(symbols_in_keys), [-1, n_input, 1])
onehot_pred = session.run(pred, feed_dict={x: keys})
onehot_pred_index = int(tf.argmax(onehot_pred, 1).eval())
sentence = "%s %s" % (sentence, reverse_dictionary[onehot_pred_index])
symbols_in_keys = symbols_in_keys[1:]
symbols_in_keys.append(onehot_pred_index)
print(sentence)
except:
print("Word not in dictionary")
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