def test_copy_data_generation():
input_sequence, output_sequence = dataset.generate_copy_data(8, 10)
print input_sequence
print output_sequence
input_sequence, output_sequence = dataset.generate_copy_data(8, 20)
print input_sequence
print output_sequence
input_sequence, output_sequence = dataset.generate_copy_data(8, 30)
print input_sequence
print output_sequence
input_sequence, output_sequence = dataset.generate_copy_data(8, 50)
print input_sequence
print output_sequence
input_sequence, output_sequence = dataset.generate_copy_data(8, 120)
print input_sequence
print output_sequence
def test_show_memory_of_copy_task():
input_sequence, output_sequence = dataset.generate_copy_data(8, 20)
input_sequence = input_sequence.transpose()
output_sequence = output_sequence.transpose()
adds = dataset.generate_random_binomial(16, 40)
reads = dataset.generate_random_binomial(16, 40)
write_weightings, read_weightings = dataset.generate_weightings(36, 40)
image_file = "image/figure_6.png"
visualization.show_memory_of_copy_task(input_sequence, output_sequence,
adds, reads, write_weightings,
read_weightings, image_file)
def test_show_copy_data():
input_sequence_10, output_sequence_10 = dataset.generate_copy_data(8, 10)
input_sequence_20, output_sequence_20 = dataset.generate_copy_data(8, 20)
input_sequence_30, output_sequence_30 = dataset.generate_copy_data(8, 30)
input_sequence_50, output_sequence_50 = dataset.generate_copy_data(8, 50)
input_sequence_120, output_sequence_120 = dataset.generate_copy_data(
8, 120)
input_sequence_10 = input_sequence_10.transpose()
output_sequence_10 = output_sequence_10.transpose()
input_sequence_20 = input_sequence_20.transpose(
)[:, 0:input_sequence_20.size / 2]
output_sequence_20 = output_sequence_20.transpose(
)[:, 0:output_sequence_20.size / 2]
input_sequence_30 = input_sequence_30.transpose(
)[:, 0:input_sequence_30.size / 2]
output_sequence_30 = output_sequence_30.transpose(
)[:, 0:output_sequence_30.size / 2]
input_sequence_50 = input_sequence_50.transpose(
)[:, 0:input_sequence_50.size / 2]
output_sequence_50 = output_sequence_50.transpose(
)[:, 0:output_sequence_50.size / 2]
input_sequence_120 = input_sequence_120.transpose(
)[:, 0:input_sequence_120.size / 2]
output_sequence_120 = output_sequence_120.transpose(
)[:, 0:output_sequence_120.size / 2]
print "10"
print(input_sequence_10.shape[1] - 1) / 2
print input_sequence_10
print "20"
print(input_sequence_20.shape[1] - 1) / 2
print input_sequence_20
print "30"
print(input_sequence_30.shape[1] - 1) / 2
print input_sequence_30
print "50"
print(input_sequence_50.shape[1] - 1) / 2
print input_sequence_50
print "120"
print(input_sequence_120.shape[1] - 1) / 2
print input_sequence_120
image_file = 'image/figure_4.png'
visualization.show_multi_copy_data(
input_sequence_10[:, 0:(input_sequence_10.shape[1] - 1) / 2],
output_sequence_10[:, (output_sequence_10.shape[1] + 1) /
2:output_sequence_10.shape[1]],
input_sequence_20[:, 0:(input_sequence_20.shape[1] - 1) / 2],
output_sequence_20[:, (output_sequence_20.shape[1] + 1) /
2:output_sequence_20.shape[1]],
input_sequence_30[:, 0:(input_sequence_30.shape[1] - 1) / 2],
output_sequence_30[:, (output_sequence_30.shape[1] + 1) /
2:output_sequence_30.shape[1]],
input_sequence_50[:, 0:(input_sequence_50.shape[1] - 1) / 2],
output_sequence_50[:, (output_sequence_50.shape[1] + 1) /
2:output_sequence_50.shape[1]],
input_sequence_120[:, 0:(input_sequence_120.shape[1] - 1) / 2],
output_sequence_120[:, (output_sequence_120.shape[1] + 1) /
2:output_sequence_120.shape[1]], image_file)