In [1]:
import os
import time
import numpy
import tensorflow as tf
import input_data
import vw_c3d_newnetwork
import vw_c3d_tools
import math
import numpy as np
import input_data_for_extract_feature as input_data
from six.moves import xrange
BATCH_SIZE = 16
gpu_num = 1
#MAX_STEPS = 10000
NUM_FRAMES_PER_CLIP = 16
N_CLASSE = 9
CROP_SIZE = 112
CHANNELS = 3
MAX_EPOCHS = 100
model_filename = './feature_extra_models/model-100'
test_list_file = 'list/test.list'
unit_of_clip=2
data_dir = "./fc6_bin_data"
if not os.path.exists(data_dir):
os.makedirs(data_dir)
def placeholder_inputs(batch_size):
images_placeholder = tf.placeholder(tf.float32, shape=(BATCH_SIZE,
NUM_FRAMES_PER_CLIP,
CROP_SIZE,
CROP_SIZE,
CHANNELS))
labels_placeholder = tf.placeholder(tf.int64, shape=[BATCH_SIZE, N_CLASSE])
return images_placeholder, labels_placeholder
def train():
num_test_videos = len(list(open(test_list_file,'r')))
print("Number of test videos={}".format(num_test_videos))
with tf.Graph().as_default():
#构建数据和标签的place_holder
images_placeholder, labels_placeholder = placeholder_inputs(BATCH_SIZE * gpu_num)
#构建logits、loss、accuracy、train_op
fc6 = vw_c3d_newnetwork.C3D_MODEL_fc6(images_placeholder,N_CLASSE)
#存储模型
saver = tf.train.Saver(tf.global_variables())
#初始化所有变量，并开启会话
init = tf.global_variables_initializer()
sess = tf.Session()
sess.run(init)
saver.restore(sess, model_filename)
next_batch_start = 0
all_steps = int((num_test_videos - 1) / (BATCH_SIZE * gpu_num) + 1)
file_index = 0
fc6_batch_size=BATCH_SIZE
for step in xrange(all_steps):
np_arr_data, np_arr_label, next_batch_start, _, _ = input_data.read_clip_and_label(
test_list_file,fc6_batch_size,unit_of_clip,start_pos=next_batch_start)
fc6_of_batch=[]
print("np_arr_data",np.shape(np_arr_data))
batch_seq_arr = np_arr_data.reshape((fc6_batch_size * unit_of_clip, 16,112,112,3))
print("batch_seq_arr",np.shape(batch_seq_arr))
for batch_unit_index in range(0,unit_of_clip):
temp_batch_data = batch_seq_arr[batch_unit_index*fc6_batch_size:batch_unit_index*fc6_batch_size + fc6_batch_size]
batch_seq_fc6 = sess.run(fc6,feed_dict={images_placeholder:temp_batch_data})
fc6_of_batch.append(batch_seq_fc6)
# print("np.shape(batch_seq_fc6)",np.shape(batch_seq_fc6))
# print("np.shape(fc6_of_batch)",np.shape(fc6_of_batch))
fc6_of_batch = np.array(fc6_of_batch)
fc6_feature_batch = fc6_of_batch.reshape((fc6_batch_size,unit_of_clip * 4096))
# print("np.shape(fc6_feature_batch)",np.shape(fc6_feature_batch))
# print("np_arr_label",np_arr_label)
# print(fc6_feature_batch)
for batch_index in range(fc6_batch_size):
try:
data = fc6_feature_batch[batch_index]
label = np_arr_label[batch_index]
file_index += 1
filename = "%s/%08d_%02d.bin" % (data_dir, file_index, label)
print("data-->",data)
print("label-->",label)
print("filename",filename)
with open(filename, 'wb') as f:
f.write(data)
except IOError as e:
print('Skip it!\n')
print("Done!")
In [2]:
train()
Number of test videos=538
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/141...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/142...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/143...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/144...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/145...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/146...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/147...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/148...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/149...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/150...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/151...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/152...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/153...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/154...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/155...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/156...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [ 1.58600402 0. -0.64113694 ..., -0.98744452 0. 0. ]
label--> 0
filename ./bin_data/00000001_00.bin
data--> [-0.53409958 0. -0.22562054 ..., -0.98744452 0. 0. ]
label--> 0
filename ./bin_data/00000002_00.bin
data--> [-1.01413417 0. -0.64113694 ..., 1.01022136 0. 0. ]
label--> 0
filename ./bin_data/00000003_00.bin
data--> [-0.45020628 0. -0.29887465 ..., -0.98744452 0. 0. ]
label--> 0
filename ./bin_data/00000004_00.bin
data--> [ 1.6109488 0. -0.64113694 ..., 0.99921513 0. 0. ]
label--> 0
filename ./bin_data/00000005_00.bin
data--> [-1.01413417 0. -0.22270611 ..., -0.98744452 0. 0. ]
label--> 0
filename ./bin_data/00000006_00.bin
data--> [ 1.58313799 0. -0.64113694 ..., 1.01351035 0. 0. ]
label--> 0
filename ./bin_data/00000007_00.bin
data--> [-1.01413417 0. -0.64113694 ..., -0.98744452 0. 0. ]
label--> 0
filename ./bin_data/00000008_00.bin
data--> [ 2.20116925 0. -0.63883787 ..., 0.91487181 0. 0. ]
label--> 0
filename ./bin_data/00000009_00.bin
data--> [-0.69919157 0. -0.39236486 ..., -0.19060677 0. 0. ]
label--> 0
filename ./bin_data/00000010_00.bin
data--> [-0.69919157 0. -0.63883787 ..., 1.05209625 0. 0. ]
label--> 0
filename ./bin_data/00000011_00.bin
data--> [-0.10980719 0. -0.63883787 ..., -1.17209852 0. 0. ]
label--> 0
filename ./bin_data/00000012_00.bin
data--> [ 2.28643036 0. 1.85200524 ..., -1.17209852 0. 0. ]
label--> 0
filename ./bin_data/00000013_00.bin
data--> [-0.12699288 0. -0.34448668 ..., -0.22954988 0. 0. ]
label--> 0
filename ./bin_data/00000014_00.bin
data--> [-0.69919157 0. 1.82420373 ..., -1.17209852 0. 0. ]
label--> 0
filename ./bin_data/00000015_00.bin
data--> [-0.69919157 0. -0.39309555 ..., -1.17209852 0. 0. ]
label--> 0
filename ./bin_data/00000016_00.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/157...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/158...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/159...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/160...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/161...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/162...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/163...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/164...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/165...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/166...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/167...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/168...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/169...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/170...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/171...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/172...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.51500952 0. 3.82406569 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000017_00.bin
data--> [ 2.07797194 0. 0.19689694 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000018_00.bin
data--> [-0.51500952 0. -0.37976167 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000019_00.bin
data--> [-0.51500952 0. -0.37976167 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000020_00.bin
data--> [-0.51500952 0. -0.06948897 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000021_00.bin
data--> [-0.51500952 0. -0.25818008 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000022_00.bin
data--> [-0.14050525 0. -0.37976167 ..., 0.9332816 0. 0. ]
label--> 0
filename ./bin_data/00000023_00.bin
data--> [-0.51500952 0. -0.1889842 ..., -0.76831669 0. 0. ]
label--> 0
filename ./bin_data/00000024_00.bin
data--> [ 0.73786837 0. -0.81456125 ..., 0.8954829 0. 0. ]
label--> 0
filename ./bin_data/00000025_00.bin
data--> [-0.86261564 0. 0.50205314 ..., 0.92700636 0. 0. ]
label--> 0
filename ./bin_data/00000026_00.bin
data--> [ 0.69908756 0. -0.81456125 ..., -0.99472773 0. 0. ]
label--> 0
filename ./bin_data/00000027_00.bin
data--> [ 0.9925428 0. -0.81456125 ..., -0.99472773 0. 0. ]
label--> 0
filename ./bin_data/00000028_00.bin
data--> [-0.86261564 0. 2.13778305 ..., -0.99472773 0. 0. ]
label--> 0
filename ./bin_data/00000029_00.bin
data--> [-0.86261564 0. 0.53573418 ..., 0.91710389 0. 0. ]
label--> 0
filename ./bin_data/00000030_00.bin
data--> [-0.86261564 0. -0.81456125 ..., -0.99472773 0. 0. ]
label--> 0
filename ./bin_data/00000031_00.bin
data--> [ 1.12801957 0. -0.81456125 ..., -0.99472773 0. 0. ]
label--> 0
filename ./bin_data/00000032_00.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/173...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/174...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/187...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/188...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.32520792 0. 1.33844566 ..., -0.87905484 0. 0. ]
label--> 0
filename ./bin_data/00000033_00.bin
data--> [-0.74430853 0. -0.10520828 ..., 1.09783268 0. 0. ]
label--> 0
filename ./bin_data/00000034_00.bin
data--> [-0.74430853 0. -0.69270164 ..., -0.87905484 0. 0. ]
label--> 0
filename ./bin_data/00000035_00.bin
data--> [-0.74430853 0. 0.12790793 ..., 1.40605116 0. 0. ]
label--> 0
filename ./bin_data/00000036_00.bin
data--> [-0.74430853 0. -0.69270164 ..., -0.87905484 0. 0. ]
label--> 0
filename ./bin_data/00000037_00.bin
data--> [ 0.42204028 0. 0.10688859 ..., -0.87905484 0. 0. ]
label--> 0
filename ./bin_data/00000038_00.bin
data--> [-0.14873475 0. -0.69270164 ..., -0.87905484 0. 0. ]
label--> 0
filename ./bin_data/00000039_00.bin
data--> [ 1.96030188 0. -0.69270164 ..., -0.87905484 0. 0. ]
label--> 0
filename ./bin_data/00000040_00.bin
data--> [-0.25483972 0. -0.44874015 ..., -0.9772895 0. 0. ]
label--> 0
filename ./bin_data/00000041_00.bin
data--> [-1.05595899 0. -0.44874015 ..., 1.52607322 0. 0. ]
label--> 0
filename ./bin_data/00000042_00.bin
data--> [-1.05595899 0. -0.44874015 ..., 0.74611312 0. 0. ]
label--> 0
filename ./bin_data/00000043_00.bin
data--> [ 0.92242646 0. -0.44874015 ..., -0.9772895 0. 0. ]
label--> 0
filename ./bin_data/00000044_00.bin
data--> [-1.05595899 0. -0.44874015 ..., 0.63846093 0. 0. ]
label--> 0
filename ./bin_data/00000045_00.bin
data--> [ 0.74501693 0. 1.06193149 ..., 1.23786998 0. 0. ]
label--> 0
filename ./bin_data/00000046_00.bin
data--> [-1.05595899 0. -0.44874015 ..., -0.9772895 0. 0. ]
label--> 0
filename ./bin_data/00000047_00.bin
data--> [ 1.04759645 0. -0.44874015 ..., -0.9772895 0. 0. ]
label--> 0
filename ./bin_data/00000048_00.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/189...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_01/190...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/146...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.72478402 0. -0.54620421 ..., 1.13453412 0. 0. ]
label--> 0
filename ./bin_data/00000049_00.bin
data--> [-0.72478402 0. -0.54620421 ..., -0.8716504 0. 0. ]
label--> 0
filename ./bin_data/00000050_00.bin
data--> [ 0.81589067 0. -0.54620421 ..., -0.8716504 0. 0. ]
label--> 0
filename ./bin_data/00000051_00.bin
data--> [-0.72478402 0. -0.54620421 ..., -0.8716504 0. 0. ]
label--> 0
filename ./bin_data/00000052_00.bin
data--> [-0.72478402 0. -0.54620421 ..., -0.8716504 0. 0. ]
label--> 0
filename ./bin_data/00000053_00.bin
data--> [ 1.87157691 0. 0.56632125 ..., 1.52591324 0. 0. ]
label--> 0
filename ./bin_data/00000054_00.bin
data--> [ 0.25593388 0. -0.54620421 ..., 0.77534717 0. 0. ]
label--> 0
filename ./bin_data/00000055_00.bin
data--> [-0.72478402 0. -0.54620421 ..., -0.8716504 0. 0. ]
label--> 0
filename ./bin_data/00000056_00.bin
data--> [-0.66596198 0. -0.81482637 ..., -0.08030999 0. 0. ]
label--> 0
filename ./bin_data/00000057_00.bin
data--> [-0.17966977 0. -0.81482637 ..., -0.68058139 0. 0. ]
label--> 0
filename ./bin_data/00000058_00.bin
data--> [ 1.7302525 0. 1.55143321 ..., -0.68058139 0. 0. ]
label--> 1
filename ./bin_data/00000059_01.bin
data--> [-0.66596198 0. -0.66021764 ..., 0.40176076 0. 0. ]
label--> 1
filename ./bin_data/00000060_01.bin
data--> [-0.66596198 0. 1.5133065 ..., -0.68058139 0. 0. ]
label--> 1
filename ./bin_data/00000061_01.bin
data--> [-0.66596198 0. -0.66735697 ..., -0.68058139 0. 0. ]
label--> 1
filename ./bin_data/00000062_01.bin
data--> [ 2.02664185 0. 1.64416516 ..., -0.68058139 0. 0. ]
label--> 1
filename ./bin_data/00000063_01.bin
data--> [-0.04524672 0. -0.66600227 ..., 0.41445726 0. 0. ]
label--> 1
filename ./bin_data/00000064_01.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/147...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/148...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [ 1.67630637 0. -0.60231906 ..., 1.66483355 0. 0. ]
label--> 1
filename ./bin_data/00000065_01.bin
data--> [-0.72379124 0. -0.60231906 ..., 0.26529688 0. 0. ]
label--> 1
filename ./bin_data/00000066_01.bin
data--> [ 1.74789965 0. -0.60231906 ..., -0.67027617 0. 0. ]
label--> 1
filename ./bin_data/00000067_01.bin
data--> [-0.19352299 0. 0.8445527 ..., 0.35169101 0. 0. ]
label--> 1
filename ./bin_data/00000068_01.bin
data--> [-0.72379124 0. -0.60231906 ..., -0.67027617 0. 0. ]
label--> 1
filename ./bin_data/00000069_01.bin
data--> [-0.72379124 0. -0.60231906 ..., -0.67027617 0. 0. ]
label--> 1
filename ./bin_data/00000070_01.bin
data--> [ 1.67512715 0. -0.60231906 ..., -0.67027617 0. 0. ]
label--> 1
filename ./bin_data/00000071_01.bin
data--> [-0.72379124 0. 0.44585508 ..., -0.67027617 0. 0. ]
label--> 1
filename ./bin_data/00000072_01.bin
data--> [-0.54064542 0. -0.38654548 ..., -0.77890563 0. 0. ]
label--> 1
filename ./bin_data/00000073_01.bin
data--> [ 0.28650647 0. -0.12629405 ..., 0.40001011 0. 0. ]
label--> 1
filename ./bin_data/00000074_01.bin
data--> [-0.54064542 0. -0.38654548 ..., -0.77890563 0. 0. ]
label--> 1
filename ./bin_data/00000075_01.bin
data--> [-0.54064542 0. -0.00865984 ..., -0.77890563 0. 0. ]
label--> 1
filename ./bin_data/00000076_01.bin
data--> [ 2.60808158 0. -0.38654548 ..., 2.26064062 0. 0. ]
label--> 1
filename ./bin_data/00000077_01.bin
data--> [ 0.29789317 0. -0.38654548 ..., 0.28934908 0. 0. ]
label--> 1
filename ./bin_data/00000078_01.bin
data--> [-0.54064542 0. -0.38654548 ..., 0.13099015 0. 0. ]
label--> 1
filename ./bin_data/00000079_01.bin
data--> [-0.14898372 0. -0.2619347 ..., -0.77890563 0. 0. ]
label--> 1
filename ./bin_data/00000080_01.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/163...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000081_01.bin
data--> [ 0.8017475 0. -0.96365106 ..., -0.8783325 0. 0. ]
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filename ./bin_data/00000082_01.bin
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filename ./bin_data/00000084_01.bin
data--> [-0.33793512 0. 0.42433095 ..., -0.8783325 0. 0. ]
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filename ./bin_data/00000085_01.bin
data--> [ 1.14818716 0. 1.74422777 ..., 1.37391269 0. 0. ]
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filename ./bin_data/00000086_01.bin
data--> [-0.26528418 0. 0.57147837 ..., -0.8783325 0. 0. ]
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filename ./bin_data/00000087_01.bin
data--> [-0.82433885 0. -0.96365106 ..., 1.0275526 0. 0. ]
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filename ./bin_data/00000088_01.bin
data--> [ 0.22800559 0. -0.57365221 ..., -0.88156915 0. 0. ]
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filename ./bin_data/00000089_01.bin
data--> [ 1.84127402 0. -0.57365221 ..., 1.18215203 0. 0. ]
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filename ./bin_data/00000090_01.bin
data--> [ 0.22449207 0. -0.57365221 ..., 1.10808742 0. 0. ]
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filename ./bin_data/00000091_01.bin
data--> [ 2.04299235 0. -0.57365221 ..., -0.88156915 0. 0. ]
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filename ./bin_data/00000092_01.bin
data--> [ 0.24756855 0. -0.57365221 ..., 1.10895944 0. 0. ]
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filename ./bin_data/00000093_01.bin
data--> [-0.71702844 0. -0.57365221 ..., -0.88156915 0. 0. ]
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filename ./bin_data/00000094_01.bin
data--> [-0.71702844 0. 0.52395695 ..., -0.88156915 0. 0. ]
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filename ./bin_data/00000095_01.bin
data--> [-0.71702844 0. 1.70669794 ..., -0.88156915 0. 0. ]
label--> 1
filename ./bin_data/00000096_01.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/179...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-1.50757992 0. 0.34021336 ..., 0.94126177 0. 0. ]
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filename ./bin_data/00000097_01.bin
data--> [-0.17116928 0. -0.5764311 ..., -1.12648726 0. 0. ]
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filename ./bin_data/00000098_01.bin
data--> [-0.30425704 0. -0.5764311 ..., 0.610291 0. 0. ]
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filename ./bin_data/00000099_01.bin
data--> [ 1.57960212 0. -0.5764311 ..., -1.12648726 0. 0. ]
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filename ./bin_data/00000100_01.bin
data--> [-0.48334551 0. -0.5764311 ..., 0.69024205 0. 0. ]
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filename ./bin_data/00000101_01.bin
data--> [ 1.13991463 0. 2.32938957 ..., -1.12648726 0. 0. ]
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filename ./bin_data/00000102_01.bin
data--> [ 0.38634181 0. -0.5764311 ..., -1.12648726 0. 0. ]
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filename ./bin_data/00000103_01.bin
data--> [ 1.14965022 0. -0.5764311 ..., -1.12648726 0. 0. ]
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filename ./bin_data/00000104_01.bin
data--> [ 0.74195898 0. -0.5928489 ..., 1.06088901 0. 0. ]
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filename ./bin_data/00000105_01.bin
data--> [ 1.19883657 0. -0.5928489 ..., 1.09457779 0. 0. ]
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filename ./bin_data/00000106_01.bin
data--> [ 0.76821828 0. -0.5928489 ..., 1.10061979 0. 0. ]
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filename ./bin_data/00000107_01.bin
data--> [-1.25411701 0. 2.07486248 ..., -0.99859905 0. 0. ]
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filename ./bin_data/00000108_01.bin
data--> [ 0.66519928 0. -0.5928489 ..., 0.90287113 0. 0. ]
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filename ./bin_data/00000109_01.bin
data--> [-1.25411701 0. 2.38849449 ..., -0.99859905 0. 0. ]
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filename ./bin_data/00000110_01.bin
data--> [ 0.58627141 0. -0.5928489 ..., 0.8983562 0. 0. ]
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filename ./bin_data/00000111_01.bin
data--> [-1.25411701 0. -0.5928489 ..., 0.95548451 0. 0. ]
label--> 1
filename ./bin_data/00000112_01.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/195...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_02/196...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/150...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.25137424 0. -0.44828284 ..., -0.81257439 0. 0. ]
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filename ./bin_data/00000113_01.bin
data--> [-1.00048912 0. -0.44828284 ..., -0.81257439 0. 0. ]
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filename ./bin_data/00000114_01.bin
data--> [-1.00048912 0. -0.44828284 ..., -0.81257439 0. 0. ]
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filename ./bin_data/00000115_01.bin
data--> [ 1.5018636 0. 0.27125084 ..., 0.61683321 0. 0. ]
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filename ./bin_data/00000116_01.bin
data--> [ 0.25795817 0. -0.44828284 ..., 0.65639651 0. 0. ]
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filename ./bin_data/00000117_01.bin
data--> [ 1.24686134 0. -0.44828284 ..., -0.81257439 0. 0. ]
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filename ./bin_data/00000118_01.bin
data--> [-1.00048912 0. -0.44828284 ..., -0.81257439 0. 0. ]
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filename ./bin_data/00000119_02.bin
data--> [-1.00048912 0. 1.97036421 ..., 2.2063024 0. 0. ]
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filename ./bin_data/00000120_02.bin
data--> [-0.50561464 0. 1.69820368 ..., -0.8448171 0. 0. ]
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filename ./bin_data/00000121_02.bin
data--> [-0.50561464 0. -0.77663577 ..., -0.8448171 0. 0. ]
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filename ./bin_data/00000122_02.bin
data--> [-0.50561464 0. 1.71311581 ..., 1.62022018 0. 0. ]
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filename ./bin_data/00000123_02.bin
data--> [-0.50561464 0. -0.42419469 ..., 0.36895281 0. 0. ]
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filename ./bin_data/00000124_02.bin
data--> [ 2.82462883 0. -0.77663577 ..., -0.8448171 0. 0. ]
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filename ./bin_data/00000125_02.bin
data--> [ 0.37948477 0. -0.28168982 ..., 0.30495161 0. 0. ]
label--> 2
filename ./bin_data/00000126_02.bin
data--> [-0.50561464 0. 1.67921221 ..., -0.8448171 0. 0. ]
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filename ./bin_data/00000127_02.bin
data--> [-0.50561464 0. -0.77663577 ..., 0.25017017 0. 0. ]
label--> 2
filename ./bin_data/00000128_02.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/151...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.64701957 0. 1.75276685 ..., 1.32336724 0. 0. ]
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filename ./bin_data/00000129_02.bin
data--> [-0.64701957 0. -0.7438789 ..., -0.01138306 0. 0. ]
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filename ./bin_data/00000130_02.bin
data--> [ 1.80695701 0. 1.74219346 ..., -1.17584693 0. 0. ]
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filename ./bin_data/00000131_02.bin
data--> [-0.64701957 0. -0.7438789 ..., -0.05316365 0. 0. ]
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filename ./bin_data/00000132_02.bin
data--> [-0.64701957 0. -0.7438789 ..., 1.28529656 0. 0. ]
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filename ./bin_data/00000133_02.bin
data--> [-0.64701957 0. -0.30872944 ..., -0.07278073 0. 0. ]
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filename ./bin_data/00000134_02.bin
data--> [-0.64701957 0. 1.76080346 ..., 1.2354852 0. 0. ]
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filename ./bin_data/00000135_02.bin
data--> [-0.64701957 0. -0.7438789 ..., -0.22677863 0. 0. ]
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filename ./bin_data/00000136_02.bin
data--> [ 2.28302336 0. 2.82266283 ..., -0.62426692 0. 0. ]
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filename ./bin_data/00000137_02.bin
data--> [ 0.01377052 0. -0.51675606 ..., 2.58593988 0. 0. ]
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filename ./bin_data/00000138_02.bin
data--> [ 2.25657701 0. -0.51675606 ..., -0.62426692 0. 0. ]
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filename ./bin_data/00000139_02.bin
data--> [-0.74847877 0. 0.07427233 ..., -0.62426692 0. 0. ]
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filename ./bin_data/00000140_02.bin
data--> [-0.52436864 0. -0.21905738 ..., -0.62426692 0. 0. ]
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filename ./bin_data/00000141_02.bin
data--> [-0.4035511 0. -0.51675606 ..., -0.62426692 0. 0. ]
label--> 2
filename ./bin_data/00000142_02.bin
data--> [-0.74847877 0. -0.42867911 ..., 0.74262661 0. 0. ]
label--> 2
filename ./bin_data/00000143_02.bin
data--> [-0.42270327 0. -0.51675606 ..., -0.62426692 0. 0. ]
label--> 2
filename ./bin_data/00000144_02.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/167...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/168...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-1.10859048 0. 0.39828998 ..., 1.01547253 0. 0. ]
label--> 2
filename ./bin_data/00000145_02.bin
data--> [-1.10859048 0. 0.90944713 ..., -0.86271596 0. 0. ]
label--> 2
filename ./bin_data/00000146_02.bin
data--> [-1.10859048 0. -0.90101594 ..., 0.83472943 0. 0. ]
label--> 2
filename ./bin_data/00000147_02.bin
data--> [-1.10859048 0. 0.20431036 ..., -0.86271596 0. 0. ]
label--> 2
filename ./bin_data/00000148_02.bin
data--> [-0.33190608 0. -0.90101594 ..., 0.93180215 0. 0. ]
label--> 2
filename ./bin_data/00000149_02.bin
data--> [ 0.8139962 0. -0.90101594 ..., -0.86271596 0. 0. ]
label--> 2
filename ./bin_data/00000150_02.bin
data--> [-0.16186923 0. 0.13258427 ..., -0.86271596 0. 0. ]
label--> 2
filename ./bin_data/00000151_02.bin
data--> [-1.10859048 0. 1.44041443 ..., 1.57961035 0. 0. ]
label--> 2
filename ./bin_data/00000152_02.bin
data--> [-0.81939256 0. 0.35482013 ..., 1.17214251 0. 0. ]
label--> 2
filename ./bin_data/00000153_02.bin
data--> [ 0.91100383 0. -0.69141996 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000154_02.bin
data--> [-0.43487284 0. 0.06846499 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000155_02.bin
data--> [ 0.77150822 0. 2.32241249 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000156_02.bin
data--> [-0.81939256 0. 0.05931032 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000157_02.bin
data--> [ 1.50403988 0. -0.69141996 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000158_02.bin
data--> [-0.81939256 0. -0.06890279 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000159_02.bin
data--> [-0.81939256 0. -0.69141996 ..., -0.66600877 0. 0. ]
label--> 2
filename ./bin_data/00000160_02.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/183...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/184...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/198...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.75838298 0. -0.37538448 ..., -1.12130284 0. 0. ]
label--> 2
filename ./bin_data/00000161_02.bin
data--> [-0.75838298 0. -0.37538448 ..., -1.12130284 0. 0. ]
label--> 2
filename ./bin_data/00000162_02.bin
data--> [-0.75838298 0. -0.37538448 ..., 0.56669617 0. 0. ]
label--> 2
filename ./bin_data/00000163_02.bin
data--> [ 0.52366477 0. 2.29777718 ..., 1.28300023 0. 0. ]
label--> 2
filename ./bin_data/00000164_02.bin
data--> [-0.75838298 0. -0.37538448 ..., 0.65781581 0. 0. ]
label--> 2
filename ./bin_data/00000165_02.bin
data--> [-0.75838298 0. -0.37538448 ..., -1.12130284 0. 0. ]
label--> 2
filename ./bin_data/00000166_02.bin
data--> [-0.37097991 0. -0.37538448 ..., -1.12130284 0. 0. ]
label--> 2
filename ./bin_data/00000167_02.bin
data--> [ 0.55393845 0. -0.37538448 ..., -1.12130284 0. 0. ]
label--> 2
filename ./bin_data/00000168_02.bin
data--> [-0.26524216 0. -0.55914533 ..., 0.8336724 0. 0. ]
label--> 2
filename ./bin_data/00000169_02.bin
data--> [ 0.55567086 0. 1.36715972 ..., -1.10710502 0. 0. ]
label--> 2
filename ./bin_data/00000170_02.bin
data--> [-0.76394784 0. -0.55914533 ..., -1.10710502 0. 0. ]
label--> 2
filename ./bin_data/00000171_02.bin
data--> [-0.76394784 0. -0.55914533 ..., -1.10710502 0. 0. ]
label--> 2
filename ./bin_data/00000172_02.bin
data--> [-0.76394784 0. -0.55914533 ..., 0.61979866 0. 0. ]
label--> 2
filename ./bin_data/00000173_02.bin
data--> [ 0.54501784 0. 1.25367951 ..., 1.52791524 0. 0. ]
label--> 2
filename ./bin_data/00000174_02.bin
data--> [-0.29408556 0. -0.55914533 ..., -1.10710502 0. 0. ]
label--> 2
filename ./bin_data/00000175_02.bin
data--> [ 0.52366173 0. -0.55914533 ..., 1.21278501 0. 0. ]
label--> 2
filename ./bin_data/00000176_02.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/199...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_03/200...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/154...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [ 0.70445186 0. -0.2538034 ..., 0.82150167 0. 0. ]
label--> 2
filename ./bin_data/00000177_02.bin
data--> [ 0.69430393 0. -0.45297328 ..., -0.64883953 0. 0. ]
label--> 2
filename ./bin_data/00000178_02.bin
data--> [-0.61797196 0. -0.71849132 ..., 1.7667141 0. 0. ]
label--> 3
filename ./bin_data/00000179_03.bin
data--> [-0.61797196 0. -0.71849132 ..., -0.64883953 0. 0. ]
label--> 3
filename ./bin_data/00000180_03.bin
data--> [-0.61797196 0. 1.97607183 ..., -0.64883953 0. 0. ]
label--> 3
filename ./bin_data/00000181_03.bin
data--> [-0.61797196 0. -0.71849132 ..., -0.64883953 0. 0. ]
label--> 3
filename ./bin_data/00000182_03.bin
data--> [-0.61797196 0. 1.75257015 ..., 1.81057525 0. 0. ]
label--> 3
filename ./bin_data/00000183_03.bin
data--> [-0.61797196 0. -0.71849132 ..., -0.64883953 0. 0. ]
label--> 3
filename ./bin_data/00000184_03.bin
data--> [-1.45827353 0. -0.63878667 ..., -0.72651595 0. 0. ]
label--> 3
filename ./bin_data/00000185_03.bin
data--> [-1.45827353 0. 0.30324751 ..., 0.47047836 0. 0. ]
label--> 3
filename ./bin_data/00000186_03.bin
data--> [ 1.22391284 0. 2.07562017 ..., 1.51971269 0. 0. ]
label--> 3
filename ./bin_data/00000187_03.bin
data--> [ 0.15720081 0. -0.63878667 ..., 0.68323261 0. 0. ]
label--> 3
filename ./bin_data/00000188_03.bin
data--> [ 1.36366737 0. -0.63878667 ..., 1.7813971 0. 0. ]
label--> 3
filename ./bin_data/00000189_03.bin
data--> [-1.45827353 0. -0.63878667 ..., -0.72651595 0. 0. ]
label--> 3
filename ./bin_data/00000190_03.bin
data--> [ 1.45803058 0. -0.63878667 ..., -0.72651595 0. 0. ]
label--> 3
filename ./bin_data/00000191_03.bin
data--> [-0.41097558 0. -0.63878667 ..., -0.72651595 0. 0. ]
label--> 3
filename ./bin_data/00000192_03.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/155...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/156...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/170...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.71262705 0. -0.81231368 ..., 1.5816443 0. 0. ]
label--> 3
filename ./bin_data/00000193_03.bin
data--> [-0.71262705 0. -0.14061308 ..., 0.24170125 0. 0. ]
label--> 3
filename ./bin_data/00000194_03.bin
data--> [ 2.35100222 0. -0.81231368 ..., -0.84880018 0. 0. ]
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filename ./bin_data/00000195_03.bin
data--> [ 0.95231879 0. 0.25259233 ..., 0.39945114 0. 0. ]
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filename ./bin_data/00000196_03.bin
data--> [-0.71262705 0. 2.14159584 ..., -0.84880018 0. 0. ]
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filename ./bin_data/00000197_03.bin
data--> [ 0.85851908 0. 0.22486818 ..., -0.84880018 0. 0. ]
label--> 3
filename ./bin_data/00000198_03.bin
data--> [-0.71262705 0. -0.81231368 ..., -0.84880018 0. 0. ]
label--> 3
filename ./bin_data/00000199_03.bin
data--> [-0.71262705 0. -0.39493698 ..., 0.17206633 0. 0. ]
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filename ./bin_data/00000200_03.bin
data--> [-0.95713085 0. 0.43996453 ..., 0.55223393 0. 0. ]
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filename ./bin_data/00000201_03.bin
data--> [ 1.02886796 0. -1.05595016 ..., -0.98502874 0. 0. ]
label--> 3
filename ./bin_data/00000202_03.bin
data--> [-0.57751167 0. -1.05595016 ..., -0.98502874 0. 0. ]
label--> 3
filename ./bin_data/00000203_03.bin
data--> [-0.95713085 0. -1.05595016 ..., -0.98502874 0. 0. ]
label--> 3
filename ./bin_data/00000204_03.bin
data--> [-0.60500193 0. -1.05595016 ..., 1.01184666 0. 0. ]
label--> 3
filename ./bin_data/00000205_03.bin
data--> [ 1.76797223 0. 0.75973499 ..., -0.98502874 0. 0. ]
label--> 3
filename ./bin_data/00000206_03.bin
data--> [-0.95713085 0. 0.49758899 ..., 0.79760253 0. 0. ]
label--> 3
filename ./bin_data/00000207_03.bin
data--> [ 1.4338491 0. 0.91047573 ..., 1.25492716 0. 0. ]
label--> 3
filename ./bin_data/00000208_03.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/171...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/172...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/186...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.02813482 0. 0.70506024 ..., -0.96686178 0. 0. ]
label--> 3
filename ./bin_data/00000209_03.bin
data--> [-0.64005202 0. -0.90587354 ..., 0.91991323 0. 0. ]
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filename ./bin_data/00000210_03.bin
data--> [-0.12223625 0. 0.49998939 ..., 0.46337253 0. 0. ]
label--> 3
filename ./bin_data/00000211_03.bin
data--> [-0.64005202 0. -0.90587354 ..., -0.96686178 0. 0. ]
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filename ./bin_data/00000212_03.bin
data--> [-0.64005202 0. -0.90587354 ..., -0.96686178 0. 0. ]
label--> 3
filename ./bin_data/00000213_03.bin
data--> [ 2.58961868 0. -0.90587354 ..., -0.96686178 0. 0. ]
label--> 3
filename ./bin_data/00000214_03.bin
data--> [-0.10081118 0. -0.90587354 ..., -0.96686178 0. 0. ]
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filename ./bin_data/00000215_03.bin
data--> [-0.64005202 0. 1.33384299 ..., -0.96686178 0. 0. ]
label--> 3
filename ./bin_data/00000216_03.bin
data--> [-0.76441932 0. 1.25910807 ..., -1.10533082 0. 0. ]
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filename ./bin_data/00000217_03.bin
data--> [-0.76441932 0. 1.60484791 ..., 0.97843182 0. 0. ]
label--> 3
filename ./bin_data/00000218_03.bin
data--> [ 1.36388016 0. -0.73026729 ..., -1.10533082 0. 0. ]
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filename ./bin_data/00000219_03.bin
data--> [-0.76441932 0. -0.73026729 ..., -1.10533082 0. 0. ]
label--> 3
filename ./bin_data/00000220_03.bin
data--> [ 1.41636872 0. -0.73026729 ..., 0.36938441 0. 0. ]
label--> 3
filename ./bin_data/00000221_03.bin
data--> [ 2.27477169 0. -0.73026729 ..., -1.10533082 0. 0. ]
label--> 3
filename ./bin_data/00000222_03.bin
data--> [ 0.90258908 0. -0.73026729 ..., -1.10533082 0. 0. ]
label--> 3
filename ./bin_data/00000223_03.bin
data--> [-0.76441932 0. 0.5894922 ..., 0.47237861 0. 0. ]
label--> 3
filename ./bin_data/00000224_03.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/187...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_04/188...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [ 0.94407237 0. 1.53904748 ..., -1.26310039 0. 0. ]
label--> 3
filename ./bin_data/00000225_03.bin
data--> [ 1.42426193 0. -0.64009148 ..., 0.68200183 0. 0. ]
label--> 3
filename ./bin_data/00000226_03.bin
data--> [ 0.53113139 0. 0.29870087 ..., -1.26310039 0. 0. ]
label--> 3
filename ./bin_data/00000227_03.bin
data--> [ 1.04542315 0. 1.65187454 ..., 0.64475167 0. 0. ]
label--> 3
filename ./bin_data/00000228_03.bin
data--> [-1.09428132 0. -0.64009148 ..., 0.4380672 0. 0. ]
label--> 3
filename ./bin_data/00000229_03.bin
data--> [ 1.45490944 0. -0.64009148 ..., 0.57401705 0. 0. ]
label--> 3
filename ./bin_data/00000230_03.bin
data--> [-1.09428132 0. -0.64009148 ..., 0.44939315 0. 0. ]
label--> 3
filename ./bin_data/00000231_03.bin
data--> [ 1.32375228 0. -0.64009148 ..., 0.60785341 0. 0. ]
label--> 3
filename ./bin_data/00000232_03.bin
data--> [ 0.41738844 0. -0.26248682 ..., 0.22101617 0. 0. ]
label--> 3
filename ./bin_data/00000233_03.bin
data--> [-0.8408618 0. -0.37086347 ..., 0.19546258 0. 0. ]
label--> 3
filename ./bin_data/00000234_03.bin
data--> [-0.8408618 0. -0.06125417 ..., 0.22252882 0. 0. ]
label--> 3
filename ./bin_data/00000235_03.bin
data--> [ 0.97171652 0. -0.37086347 ..., -1.01185882 0. 0. ]
label--> 3
filename ./bin_data/00000236_03.bin
data--> [ 0.76297057 0. -0.05089661 ..., 0.22816873 0. 0. ]
label--> 3
filename ./bin_data/00000237_03.bin
data--> [-0.8408618 0. -0.13417397 ..., 0.22684288 0. 0. ]
label--> 3
filename ./bin_data/00000238_03.bin
data--> [-0.8408618 0. 3.83195162 ..., -1.01185882 0. 0. ]
label--> 4
filename ./bin_data/00000239_04.bin
data--> [ 0.37526381 0. -0.37086347 ..., -1.01185882 0. 0. ]
label--> 4
filename ./bin_data/00000240_04.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/143...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/144...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/158...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [ 1.65146363 0. -0.49751669 ..., -0.79302585 0. 0. ]
label--> 4
filename ./bin_data/00000241_04.bin
data--> [-0.95044672 0. -0.08425686 ..., 0.22884023 0. 0. ]
label--> 4
filename ./bin_data/00000242_04.bin
data--> [ 1.67247665 0. -0.49751669 ..., 1.36786425 0. 0. ]
label--> 4
filename ./bin_data/00000243_04.bin
data--> [-0.22680748 0. -0.49751669 ..., -0.79302585 0. 0. ]
label--> 4
filename ./bin_data/00000244_04.bin
data--> [ 1.65998328 0. 2.57477474 ..., -0.79302585 0. 0. ]
label--> 4
filename ./bin_data/00000245_04.bin
data--> [-0.21145505 0. 0.20056117 ..., -0.79302585 0. 0. ]
label--> 4
filename ./bin_data/00000246_04.bin
data--> [-0.95044672 0. 2.55951977 ..., -0.79302585 0. 0. ]
label--> 4
filename ./bin_data/00000247_04.bin
data--> [-0.2394647 0. -0.49751669 ..., -0.79302585 0. 0. ]
label--> 4
filename ./bin_data/00000248_04.bin
data--> [-1.06508756 0. 1.63215578 ..., -1.41802144 0. 0. ]
label--> 4
filename ./bin_data/00000249_04.bin
data--> [-1.06508756 0. -0.16485643 ..., -0.37973154 0. 0. ]
label--> 4
filename ./bin_data/00000250_04.bin
data--> [ 1.55961466 0. -0.87462986 ..., 0.9968226 0. 0. ]
label--> 4
filename ./bin_data/00000251_04.bin
data--> [-0.360636 0. -0.87462986 ..., -0.16189373 0. 0. ]
label--> 4
filename ./bin_data/00000252_04.bin
data--> [ 1.60189414 0. 1.62675941 ..., 0.99336672 0. 0. ]
label--> 4
filename ./bin_data/00000253_04.bin
data--> [-0.42555195 0. -0.29929829 ..., -1.41802144 0. 0. ]
label--> 4
filename ./bin_data/00000254_04.bin
data--> [ 1.57434034 0. -0.87462986 ..., 0.96557093 0. 0. ]
label--> 4
filename ./bin_data/00000255_04.bin
data--> [-1.06508756 0. -0.87462986 ..., -1.41802144 0. 0. ]
label--> 4
filename ./bin_data/00000256_04.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/159...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/160...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/174...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.54047632 0. 2.64282799 ..., 2.21346855 0. 0. ]
label--> 4
filename ./bin_data/00000257_04.bin
data--> [ 3.19450045 0. 0.01217693 ..., -0.86485177 0. 0. ]
label--> 4
filename ./bin_data/00000258_04.bin
data--> [-0.54047632 0. -0.55341208 ..., 0.21426195 0. 0. ]
label--> 4
filename ./bin_data/00000259_04.bin
data--> [-0.54047632 0. -0.37508446 ..., -0.86485177 0. 0. ]
label--> 4
filename ./bin_data/00000260_04.bin
data--> [ 0.62274384 0. -0.30103913 ..., 0.21311718 0. 0. ]
label--> 4
filename ./bin_data/00000261_04.bin
data--> [ 1.38220465 0. -0.37559056 ..., -0.86485177 0. 0. ]
label--> 4
filename ./bin_data/00000262_04.bin
data--> [ 0.42536193 0. -0.55341208 ..., 0.10748434 0. 0. ]
label--> 4
filename ./bin_data/00000263_04.bin
data--> [-0.54047632 0. -0.39347818 ..., 0.33057028 0. 0. ]
label--> 4
filename ./bin_data/00000264_04.bin
data--> [-0.07493371 0. 0.58609259 ..., 0.50036597 0. 0. ]
label--> 4
filename ./bin_data/00000265_04.bin
data--> [ 0.63912725 0. -0.026398 ..., 0.77726197 0. 0. ]
label--> 4
filename ./bin_data/00000266_04.bin
data--> [ 0.12570608 0. 1.64204645 ..., 0.78928971 0. 0. ]
label--> 4
filename ./bin_data/00000267_04.bin
data--> [-0.89728391 0. 0.85768092 ..., -1.28570461 0. 0. ]
label--> 4
filename ./bin_data/00000268_04.bin
data--> [-0.89728391 0. -1.01850128 ..., -1.28570461 0. 0. ]
label--> 4
filename ./bin_data/00000269_04.bin
data--> [-0.89728391 0. 0.67296755 ..., -1.28570461 0. 0. ]
label--> 4
filename ./bin_data/00000270_04.bin
data--> [-0.89728391 0. -1.01850128 ..., 0.80137587 0. 0. ]
label--> 4
filename ./bin_data/00000271_04.bin
data--> [ 0.95349801 0. -1.01850128 ..., 0.7046597 0. 0. ]
label--> 4
filename ./bin_data/00000272_04.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/175...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/176...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/190...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [ 0.14568478 0. -0.56478363 ..., 1.34714592 0. 0. ]
label--> 4
filename ./bin_data/00000273_04.bin
data--> [ 0.44534069 0. 1.03838778 ..., 1.58685052 0. 0. ]
label--> 4
filename ./bin_data/00000274_04.bin
data--> [-0.77181453 0. 1.89781332 ..., -0.67230403 0. 0. ]
label--> 4
filename ./bin_data/00000275_04.bin
data--> [ 0.75756556 0. -0.56478363 ..., -0.67230403 0. 0. ]
label--> 4
filename ./bin_data/00000276_04.bin
data--> [-0.77181453 0. 2.16026115 ..., -0.67230403 0. 0. ]
label--> 4
filename ./bin_data/00000277_04.bin
data--> [-0.77181453 0. -0.56478363 ..., -0.67230403 0. 0. ]
label--> 4
filename ./bin_data/00000278_04.bin
data--> [-0.77181453 0. -0.56478363 ..., 1.29748452 0. 0. ]
label--> 4
filename ./bin_data/00000279_04.bin
data--> [-0.77181453 0. -0.56478363 ..., -0.67230403 0. 0. ]
label--> 4
filename ./bin_data/00000280_04.bin
data--> [ 0.15243942 0. -0.47857493 ..., -0.87247461 0. 0. ]
label--> 4
filename ./bin_data/00000281_04.bin
data--> [-0.88450712 0. -0.47857493 ..., -0.87247461 0. 0. ]
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filename ./bin_data/00000283_04.bin
data--> [ 1.59298062 0. -0.47857493 ..., -0.87247461 0. 0. ]
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filename ./bin_data/00000284_04.bin
data--> [-0.00693089 0. -0.47857493 ..., 1.05776715 0. 0. ]
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filename ./bin_data/00000285_04.bin
data--> [ 1.52513289 0. -0.47857493 ..., -0.87247461 0. 0. ]
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filename ./bin_data/00000286_04.bin
data--> [ 0.44119817 0. -0.47857493 ..., -0.87247461 0. 0. ]
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filename ./bin_data/00000287_04.bin
data--> [-0.88450712 0. -0.47857493 ..., 0.83217365 0. 0. ]
label--> 4
filename ./bin_data/00000288_04.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/191...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_05/192...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000289_04.bin
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filename ./bin_data/00000290_04.bin
data--> [ 0.5117653 0. -0.67022169 ..., 0.98785776 0. 0. ]
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filename ./bin_data/00000292_04.bin
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filename ./bin_data/00000293_04.bin
data--> [-0.78707987 0. -0.67022169 ..., -0.98472363 0. 0. ]
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filename ./bin_data/00000294_04.bin
data--> [-0.78707987 0. -0.67022169 ..., -0.98472363 0. 0. ]
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filename ./bin_data/00000295_04.bin
data--> [-0.78707987 0. 1.60479152 ..., -0.98472363 0. 0. ]
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filename ./bin_data/00000296_04.bin
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filename ./bin_data/00000297_04.bin
data--> [ 0.21954048 0. -0.60925025 ..., -0.46173787 0. 0. ]
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data--> [ 2.83653355 0. 2.30101418 ..., 1.47929835 0. 0. ]
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filename ./bin_data/00000299_05.bin
data--> [ 0.07040101 0. 0.14802563 ..., -1.14744186 0. 0. ]
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filename ./bin_data/00000300_05.bin
data--> [-0.74225128 0. -0.60925025 ..., 1.74144506 0. 0. ]
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filename ./bin_data/00000301_05.bin
data--> [-0.74225128 0. -0.60925025 ..., 0.2081635 0. 0. ]
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filename ./bin_data/00000302_05.bin
data--> [-0.74225128 0. 2.28175712 ..., 0.98401356 0. 0. ]
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filename ./bin_data/00000303_05.bin
data--> [-0.74225128 0. -0.60925025 ..., -1.14744186 0. 0. ]
label--> 5
filename ./bin_data/00000304_05.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/147...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/148...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/162...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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label--> 5
filename ./bin_data/00000305_05.bin
data--> [-0.25842726 0. 0.69666225 ..., -0.81675893 0. 0. ]
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filename ./bin_data/00000306_05.bin
data--> [ 1.80374777 0. -0.6480853 ..., -0.81675893 0. 0. ]
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filename ./bin_data/00000307_05.bin
data--> [-0.28427953 0. -0.6480853 ..., 0.54279774 0. 0. ]
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filename ./bin_data/00000308_05.bin
data--> [-0.85582483 0. -0.6480853 ..., -0.81675893 0. 0. ]
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filename ./bin_data/00000309_05.bin
data--> [-0.85582483 0. 0.77987951 ..., -0.81675893 0. 0. ]
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filename ./bin_data/00000310_05.bin
data--> [-0.85582483 0. -0.6480853 ..., 1.58817124 0. 0. ]
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filename ./bin_data/00000312_05.bin
data--> [ 2.20359135 0. -0.34339029 ..., 2.00512791 0. 0. ]
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filename ./bin_data/00000313_05.bin
data--> [-0.56241465 0. 0.18055636 ..., 0.57764161 0. 0. ]
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filename ./bin_data/00000314_05.bin
data--> [-0.56241465 0. -0.34339029 ..., -0.76911664 0. 0. ]
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filename ./bin_data/00000315_05.bin
data--> [-0.56241465 0. -0.34339029 ..., 0.54416645 0. 0. ]
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filename ./bin_data/00000316_05.bin
data--> [ 2.1553812 0. -0.34339029 ..., 2.29075122 0. 0. ]
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filename ./bin_data/00000317_05.bin
data--> [-0.19700757 0. 0.39015573 ..., -0.76911664 0. 0. ]
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filename ./bin_data/00000318_05.bin
data--> [-0.43019021 0. -0.34339029 ..., -0.76911664 0. 0. ]
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filename ./bin_data/00000319_05.bin
data--> [-0.56241465 0. -0.34339029 ..., -0.76911664 0. 0. ]
label--> 5
filename ./bin_data/00000320_05.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/163...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000321_05.bin
data--> [-0.83904725 0. 2.30230761 ..., 0.59994709 0. 0. ]
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filename ./bin_data/00000322_05.bin
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filename ./bin_data/00000323_05.bin
data--> [ 0.99584085 0. -1.10063875 ..., 0.63972533 0. 0. ]
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filename ./bin_data/00000324_05.bin
data--> [ 0.21907395 0. 0.00134456 ..., -0.97997367 0. 0. ]
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filename ./bin_data/00000325_05.bin
data--> [ 0.95565504 0. -1.10063875 ..., 0.63111329 0. 0. ]
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filename ./bin_data/00000326_05.bin
data--> [-0.83904725 0. -0.11575371 ..., 1.19865096 0. 0. ]
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filename ./bin_data/00000327_05.bin
data--> [-0.83904725 0. 1.92273748 ..., -0.97997367 0. 0. ]
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filename ./bin_data/00000328_05.bin
data--> [-0.6414662 0. -0.98569119 ..., 0.94701183 0. 0. ]
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filename ./bin_data/00000329_05.bin
data--> [-0.6414662 0. 2.59275675 ..., -1.10842502 0. 0. ]
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filename ./bin_data/00000330_05.bin
data--> [-0.6414662 0. -0.22350377 ..., 1.06395614 0. 0. ]
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filename ./bin_data/00000331_05.bin
data--> [ 1.9453454 0. 0.73133481 ..., -1.10842502 0. 0. ]
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filename ./bin_data/00000332_05.bin
data--> [-0.6414662 0. 0.03606606 ..., 1.14677513 0. 0. ]
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filename ./bin_data/00000333_05.bin
data--> [-0.6414662 0. -0.98569119 ..., 0.31488299 0. 0. ]
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filename ./bin_data/00000334_05.bin
data--> [ 0.68116063 0. -0.98569119 ..., -1.10842502 0. 0. ]
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filename ./bin_data/00000335_05.bin
data--> [-0.6414662 0. 1.38428009 ..., 0.47354019 0. 0. ]
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filename ./bin_data/00000336_05.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/179...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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label--> 5
filename ./bin_data/00000337_05.bin
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filename ./bin_data/00000338_05.bin
data--> [ 0.26218235 0. -0.90510672 ..., -1.10145855 0. 0. ]
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filename ./bin_data/00000339_05.bin
data--> [-1.26269484 0. 1.38957882 ..., -1.10145855 0. 0. ]
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filename ./bin_data/00000340_05.bin
data--> [ 0.41544843 0. -0.90510672 ..., 0.49755371 0. 0. ]
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filename ./bin_data/00000341_05.bin
data--> [ 1.21786785 0. 1.10917425 ..., -1.10145855 0. 0. ]
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filename ./bin_data/00000342_05.bin
data--> [-1.26269484 0. -0.90510672 ..., 0.43736959 0. 0. ]
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filename ./bin_data/00000343_05.bin
data--> [ 1.0206461 0. 1.11797404 ..., 0.84570432 0. 0. ]
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filename ./bin_data/00000344_05.bin
data--> [-0.96620983 0. -0.57360595 ..., 0.83510995 0. 0. ]
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filename ./bin_data/00000345_05.bin
data--> [ 1.24411345 0. -0.57360595 ..., -0.99174392 0. 0. ]
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filename ./bin_data/00000346_05.bin
data--> [ 0.6127786 0. -0.57360595 ..., 0.77262104 0. 0. ]
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filename ./bin_data/00000347_05.bin
data--> [ 1.32521105 0. -0.57360595 ..., 0.93790472 0. 0. ]
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filename ./bin_data/00000348_05.bin
data--> [-0.96620983 0. -0.57360595 ..., -0.99174392 0. 0. ]
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filename ./bin_data/00000349_05.bin
data--> [-0.96620983 0. 1.65473247 ..., 1.12916911 0. 0. ]
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filename ./bin_data/00000350_05.bin
data--> [ 0.72949892 0. -0.57360595 ..., -0.99174392 0. 0. ]
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filename ./bin_data/00000351_05.bin
data--> [-0.96620983 0. -0.57360595 ..., 1.2120384 0. 0. ]
label--> 5
filename ./bin_data/00000352_05.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/195...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_06/196...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/150...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.49492776 0. -0.47061968 ..., -0.68624043 0. 0. ]
label--> 5
filename ./bin_data/00000353_05.bin
data--> [ 0.99814129 0. -0.47061968 ..., -0.68624043 0. 0. ]
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filename ./bin_data/00000354_05.bin
data--> [-0.49492776 0. -0.47061968 ..., -0.68624043 0. 0. ]
label--> 5
filename ./bin_data/00000355_05.bin
data--> [-0.49492776 0. -0.47061968 ..., -0.68624043 0. 0. ]
label--> 5
filename ./bin_data/00000356_05.bin
data--> [ 0.86200893 0. -0.47061968 ..., 0.46560681 0. 0. ]
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filename ./bin_data/00000357_05.bin
data--> [-0.49492776 0. -0.47061968 ..., -0.68624043 0. 0. ]
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filename ./bin_data/00000358_05.bin
data--> [-0.49492776 0. 3.36117625 ..., 1.92770624 0. 0. ]
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filename ./bin_data/00000359_06.bin
data--> [-0.49492776 0. 0.85310948 ..., 1.28518069 0. 0. ]
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filename ./bin_data/00000360_06.bin
data--> [ 1.32036042 0. 1.59558582 ..., 1.01770127 0. 0. ]
label--> 6
filename ./bin_data/00000361_06.bin
data--> [-0.84552431 0. -0.86771435 ..., -0.96697617 0. 0. ]
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filename ./bin_data/00000362_06.bin
data--> [ 1.22277617 0. 1.79324985 ..., 1.23792672 0. 0. ]
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filename ./bin_data/00000363_06.bin
data--> [-0.84552431 0. -0.15614039 ..., -0.96697617 0. 0. ]
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filename ./bin_data/00000364_06.bin
data--> [-0.84552431 0. 2.02939487 ..., 1.17898035 0. 0. ]
label--> 6
filename ./bin_data/00000365_06.bin
data--> [-0.84552431 0. -0.21344143 ..., 0.38173699 0. 0. ]
label--> 6
filename ./bin_data/00000366_06.bin
data--> [ 1.5319643 0. -0.86771435 ..., 0.97809923 0. 0. ]
label--> 6
filename ./bin_data/00000367_06.bin
data--> [-0.84552431 0. -0.86771435 ..., 0.38019311 0. 0. ]
label--> 6
filename ./bin_data/00000368_06.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/151...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/152...
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Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/166...
np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000369_06.bin
data--> [-0.00302148 0. -0.7837733 ..., 0.21905053 0. 0. ]
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filename ./bin_data/00000370_06.bin
data--> [ 1.31053782 0. -0.7837733 ..., -1.38473654 0. 0. ]
label--> 6
filename ./bin_data/00000371_06.bin
data--> [ 0.03205287 0. -0.7837733 ..., -1.38473654 0. 0. ]
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filename ./bin_data/00000372_06.bin
data--> [ 1.45131516 0. 2.0477705 ..., 0.69922471 0. 0. ]
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filename ./bin_data/00000373_06.bin
data--> [ 0.22731018 0. -0.7837733 ..., 0.29252577 0. 0. ]
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filename ./bin_data/00000374_06.bin
data--> [-1.13625431 0. -0.7837733 ..., 0.86320853 0. 0. ]
label--> 6
filename ./bin_data/00000375_06.bin
data--> [ 0.1128583 0. 0.07674152 ..., 0.28917527 0. 0. ]
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filename ./bin_data/00000376_06.bin
data--> [ 3.2033906 0. -0.59722537 ..., -0.95238364 0. 0. ]
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filename ./bin_data/00000377_06.bin
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filename ./bin_data/00000378_06.bin
data--> [-0.55639619 0. -0.59722537 ..., 0.45752394 0. 0. ]
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filename ./bin_data/00000379_06.bin
data--> [-0.55639619 0. -0.59722537 ..., -0.95238364 0. 0. ]
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filename ./bin_data/00000380_06.bin
data--> [-0.24480617 0. -0.30596983 ..., -0.95238364 0. 0. ]
label--> 6
filename ./bin_data/00000381_06.bin
data--> [-0.55639619 0. -0.59722537 ..., 0.27060747 0. 0. ]
label--> 6
filename ./bin_data/00000382_06.bin
data--> [-0.32536429 0. -0.37850952 ..., -0.95238364 0. 0. ]
label--> 6
filename ./bin_data/00000383_06.bin
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filename ./bin_data/00000384_06.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/167...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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label--> 6
filename ./bin_data/00000385_06.bin
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data--> [-0.76683193 0. -0.71385103 ..., 1.17060554 0. 0. ]
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filename ./bin_data/00000397_06.bin
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filename ./bin_data/00000398_06.bin
data--> [ 0.17475635 0. -0.71385103 ..., -0.98354256 0. 0. ]
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filename ./bin_data/00000399_06.bin
data--> [-0.76683193 0. 1.99210835 ..., -0.98354256 0. 0. ]
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filename ./bin_data/00000400_06.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/183...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000401_06.bin
data--> [-0.586362 0. -0.47631308 ..., -1.09839892 0. 0. ]
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filename ./bin_data/00000402_06.bin
data--> [-0.586362 0. -0.47631308 ..., 0.49513197 0. 0. ]
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data--> [-0.586362 0. 1.65102816 ..., 1.29969382 0. 0. ]
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filename ./bin_data/00000404_06.bin
data--> [ 0.22593862 0. -0.47631308 ..., -1.09839892 0. 0. ]
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filename ./bin_data/00000405_06.bin
data--> [ 1.83484137 0. -0.47631308 ..., 1.2580874 0. 0. ]
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filename ./bin_data/00000406_06.bin
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filename ./bin_data/00000407_06.bin
data--> [-0.586362 0. -0.47631308 ..., -1.09839892 0. 0. ]
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data--> [-0.06367457 0. -0.95959169 ..., -0.96516114 0. 0. ]
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data--> [ 0.90612745 0. 0.59129912 ..., -0.96516114 0. 0. ]
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data--> [-0.17551726 0. -0.95959169 ..., 0.42825681 0. 0. ]
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data--> [-1.01610017 0. 0.59632975 ..., 1.26127434 0. 0. ]
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data--> [-0.24182707 0. -0.95959169 ..., 0.28439039 0. 0. ]
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data--> [ 0.80630708 0. 0.54898494 ..., 1.22679758 0. 0. ]
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filename ./bin_data/00000416_06.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/199...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_07/200...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000417_06.bin
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filename ./bin_data/00000418_06.bin
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filename ./bin_data/00000419_07.bin
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filename ./bin_data/00000420_07.bin
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filename ./bin_data/00000421_07.bin
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filename ./bin_data/00000422_07.bin
data--> [-0.72309732 0. -0.57277918 ..., 1.58635497 0. 0. ]
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filename ./bin_data/00000423_07.bin
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filename ./bin_data/00000424_07.bin
data--> [ 1.67375255 0. 1.79873693 ..., -0.91277581 0. 0. ]
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filename ./bin_data/00000425_07.bin
data--> [-0.29344612 0. -0.33112583 ..., -0.91277581 0. 0. ]
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filename ./bin_data/00000426_07.bin
data--> [-0.77895737 0. -0.69459093 ..., 1.43362927 0. 0. ]
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filename ./bin_data/00000427_07.bin
data--> [-0.77895737 0. -0.30898246 ..., -0.91277581 0. 0. ]
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filename ./bin_data/00000428_07.bin
data--> [-0.77895737 0. -0.69459093 ..., -0.91277581 0. 0. ]
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filename ./bin_data/00000429_07.bin
data--> [-0.21542871 0. -0.69459093 ..., -0.12500679 0. 0. ]
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filename ./bin_data/00000430_07.bin
data--> [-0.77895737 0. 1.67127073 ..., 1.57943606 0. 0. ]
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filename ./bin_data/00000431_07.bin
data--> [-0.77895737 0. -0.32221633 ..., -0.91277581 0. 0. ]
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filename ./bin_data/00000432_07.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_08/155...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000433_07.bin
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filename ./bin_data/00000441_07.bin
data--> [ 1.5156126 0. 0.13178086 ..., 0.60648108 0. 0. ]
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filename ./bin_data/00000442_07.bin
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filename ./bin_data/00000443_07.bin
data--> [ 1.78796148 0. 0.37672377 ..., -1.28660953 0. 0. ]
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filename ./bin_data/00000444_07.bin
data--> [-0.82633156 0. -0.95265055 ..., -1.28660953 0. 0. ]
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filename ./bin_data/00000445_07.bin
data--> [-0.82633156 0. 0.30715561 ..., 0.71561325 0. 0. ]
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filename ./bin_data/00000446_07.bin
data--> [ 0.61809033 0. -0.95265055 ..., 0.85715854 0. 0. ]
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filename ./bin_data/00000447_07.bin
data--> [-0.82633156 0. 0.290959 ..., -1.28660953 0. 0. ]
label--> 7
filename ./bin_data/00000448_07.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_08/171...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_08/172...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000449_07.bin
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filename ./bin_data/00000450_07.bin
data--> [ 1.00835419 0. 2.27726698 ..., -1.12343764 0. 0. ]
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filename ./bin_data/00000451_07.bin
data--> [-0.74206221 0. -0.61092985 ..., 0.6245327 0. 0. ]
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filename ./bin_data/00000452_07.bin
data--> [-0.74206221 0. -0.61092985 ..., 1.09010482 0. 0. ]
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filename ./bin_data/00000453_07.bin
data--> [-0.74206221 0. -0.61092985 ..., -1.12343764 0. 0. ]
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filename ./bin_data/00000454_07.bin
data--> [-0.74206221 0. -0.61092985 ..., 0.99795628 0. 0. ]
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filename ./bin_data/00000455_07.bin
data--> [-0.74206221 0. -0.61092985 ..., -1.12343764 0. 0. ]
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filename ./bin_data/00000456_07.bin
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filename ./bin_data/00000457_07.bin
data--> [-0.63946867 0. -0.65128708 ..., -0.76669699 0. 0. ]
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filename ./bin_data/00000458_07.bin
data--> [-0.63946867 0. -0.65128708 ..., -0.76669699 0. 0. ]
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filename ./bin_data/00000459_07.bin
data--> [ 1.65733647 0. 1.93131471 ..., 1.4354353 0. 0. ]
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filename ./bin_data/00000460_07.bin
data--> [-0.63946867 0. -0.65128708 ..., 1.67803478 0. 0. ]
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filename ./bin_data/00000461_07.bin
data--> [-0.63946867 0. 1.93914008 ..., -0.76669699 0. 0. ]
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filename ./bin_data/00000462_07.bin
data--> [-0.63946867 0. -0.65128708 ..., -0.76669699 0. 0. ]
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filename ./bin_data/00000463_07.bin
data--> [ 1.77702236 0. -0.65128708 ..., -0.76669699 0. 0. ]
label--> 7
filename ./bin_data/00000464_07.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_08/187...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_08/188...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
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filename ./bin_data/00000465_07.bin
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filename ./bin_data/00000466_07.bin
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filename ./bin_data/00000467_07.bin
data--> [-1.38934374 0. 1.71323609 ..., 1.18934274 0. 0. ]
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filename ./bin_data/00000468_07.bin
data--> [-1.38934374 0. -0.57729191 ..., -0.87814075 0. 0. ]
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filename ./bin_data/00000469_07.bin
data--> [ 0.96283197 0. 1.71102548 ..., -0.87814075 0. 0. ]
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filename ./bin_data/00000471_07.bin
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filename ./bin_data/00000472_07.bin
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filename ./bin_data/00000473_07.bin
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filename ./bin_data/00000474_07.bin
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filename ./bin_data/00000475_07.bin
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filename ./bin_data/00000476_07.bin
data--> [ 0.02335048 0. -0.56008524 ..., -0.84999162 0. 0. ]
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filename ./bin_data/00000477_07.bin
data--> [ 0.85353649 0. 1.37301278 ..., -0.84999162 0. 0. ]
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filename ./bin_data/00000478_07.bin
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filename ./bin_data/00000479_08.bin
data--> [ 2.27872276 0. 2.52000427 ..., -0.84999162 0. 0. ]
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filename ./bin_data/00000480_08.bin
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_09/142...
Loading a video clip from /samba/HDD/dataset_elec_oneplustwo/class_09/143...
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.65898371 0. -0.57735008 ..., -0.99281317 0. 0. ]
label--> 8
filename ./bin_data/00000481_08.bin
data--> [-0.65898371 0. 1.7312119 ..., -0.99281317 0. 0. ]
label--> 8
filename ./bin_data/00000482_08.bin
data--> [-0.02006567 0. -0.57735008 ..., -0.99281317 0. 0. ]
label--> 8
filename ./bin_data/00000483_08.bin
data--> [ 2.0056982 0. -0.57735008 ..., 1.09155488 0. 0. ]
label--> 8
filename ./bin_data/00000484_08.bin
data--> [-0.65898371 0. -0.57735008 ..., -0.99281317 0. 0. ]
label--> 8
filename ./bin_data/00000485_08.bin
data--> [-0.65898371 0. 1.7312119 ..., 1.09155488 0. 0. ]
label--> 8
filename ./bin_data/00000486_08.bin
data--> [-0.02006567 0. -0.57735008 ..., 0.69155091 0. 0. ]
label--> 8
filename ./bin_data/00000487_08.bin
data--> [ 2.0056982 0. -0.57735008 ..., -0.99281317 0. 0. ]
label--> 8
filename ./bin_data/00000488_08.bin
data--> [-1.09275985 0. -0.77459657 ..., 0.73294437 0. 0. ]
label--> 8
filename ./bin_data/00000489_08.bin
data--> [ 1.25782299 0. 1.29049432 ..., -0.99043119 0. 0. ]
label--> 8
filename ./bin_data/00000490_08.bin
data--> [-0.52915424 0. -0.77459657 ..., 0.73294437 0. 0. ]
label--> 8
filename ./bin_data/00000491_08.bin
data--> [-1.09275985 0. 1.29049432 ..., 1.14221275 0. 0. ]
label--> 8
filename ./bin_data/00000492_08.bin
data--> [-0.52915424 0. -0.77459657 ..., -0.99043119 0. 0. ]
label--> 8
filename ./bin_data/00000493_08.bin
data--> [ 1.25782299 0. 1.29049432 ..., 1.14221275 0. 0. ]
label--> 8
filename ./bin_data/00000494_08.bin
data--> [-0.52915424 0. -0.77459657 ..., -0.99043119 0. 0. ]
label--> 8
filename ./bin_data/00000495_08.bin
data--> [ 1.25782299 0. 1.29049432 ..., 1.14221275 0. 0. ]
label--> 8
filename ./bin_data/00000496_08.bin
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.80761635 0. -0.67419982 ..., -0.76772481 0. 0. ]
label--> 8
filename ./bin_data/00000497_08.bin
data--> [-0.80761635 0. 1.4822998 ..., -0.76772481 0. 0. ]
label--> 8
filename ./bin_data/00000498_08.bin
data--> [-0.80761635 0. -0.67419982 ..., 1.06250644 0. 0. ]
label--> 8
filename ./bin_data/00000499_08.bin
data--> [ 1.4518286 0. -0.67419982 ..., -0.76772481 0. 0. ]
label--> 8
filename ./bin_data/00000500_08.bin
data--> [-0.26586312 0. -0.67419982 ..., 1.06250644 0. 0. ]
label--> 8
filename ./bin_data/00000501_08.bin
data--> [ 1.4518286 0. -0.67419982 ..., 1.49715114 0. 0. ]
label--> 8
filename ./bin_data/00000502_08.bin
data--> [-0.80761635 0. -0.67419982 ..., 1.06250644 0. 0. ]
label--> 8
filename ./bin_data/00000503_08.bin
data--> [ 1.4518286 0. 1.4822998 ..., 1.49715114 0. 0. ]
label--> 8
filename ./bin_data/00000504_08.bin
data--> [ 0.12448221 0. -0.57735014 ..., -0.76847893 0. 0. ]
label--> 8
filename ./bin_data/00000505_08.bin
data--> [-0.62200272 0. 1.73121214 ..., -0.76847893 0. 0. ]
label--> 8
filename ./bin_data/00000506_08.bin
data--> [ 0.12448221 0. -0.57735014 ..., -0.76847893 0. 0. ]
label--> 8
filename ./bin_data/00000507_08.bin
data--> [-0.62200272 0. -0.57735014 ..., -0.76847893 0. 0. ]
label--> 8
filename ./bin_data/00000508_08.bin
data--> [-0.62200272 0. -0.57735014 ..., -0.76847893 0. 0. ]
label--> 8
filename ./bin_data/00000509_08.bin
data--> [-0.62200272 0. 1.73121214 ..., 1.57121563 0. 0. ]
label--> 8
filename ./bin_data/00000510_08.bin
data--> [ 0.12448221 0. -0.57735014 ..., 1.12221289 0. 0. ]
label--> 8
filename ./bin_data/00000511_08.bin
data--> [ 2.49129963 0. -0.57735014 ..., -0.76847893 0. 0. ]
label--> 8
filename ./bin_data/00000512_08.bin
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np_arr_data (16, 2, 16, 112, 112, 3)
batch_seq_arr (32, 16, 112, 112, 3)
data--> [-0.13251537 0. -0.67419976 ..., 0.7742036 0. 0. ]
label--> 8
filename ./bin_data/00000513_08.bin
data--> [-0.70709234 0. -0.67419976 ..., 1.19309187 0. 0. ]
label--> 8
filename ./bin_data/00000514_08.bin
data--> [-0.70709234 0. -0.67419976 ..., -0.98967987 0. 0. ]
label--> 8
filename ./bin_data/00000515_08.bin
data--> [ 1.68924785 0. 1.48261285 ..., -0.98967987 0. 0. ]
label--> 8
filename ./bin_data/00000516_08.bin
data--> [-0.70709234 0. -0.67419976 ..., -0.98967987 0. 0. ]
label--> 8
filename ./bin_data/00000517_08.bin
data--> [-0.70709234 0. 1.48261285 ..., -0.98967987 0. 0. ]
label--> 8
filename ./bin_data/00000518_08.bin
data--> [-0.13251537 0. -0.67419976 ..., -0.98967987 0. 0. ]
label--> 8
filename ./bin_data/00000519_08.bin
data--> [ 1.68924785 0. 1.48261285 ..., 1.19309187 0. 0. ]
label--> 8
filename ./bin_data/00000520_08.bin
data--> [-0.70680457 0. -0.57735014 ..., 0.45186126 0. 0. ]
label--> 8
filename ./bin_data/00000521_08.bin
data--> [ 1.69062924 0. 1.73121214 ..., -1.45813191 0. 0. ]
label--> 8
filename ./bin_data/00000522_08.bin
data--> [-0.70680457 0. -0.57735014 ..., -1.45813191 0. 0. ]
label--> 8
filename ./bin_data/00000523_08.bin
data--> [ 1.69062924 0. -0.57735014 ..., 0.9054476 0. 0. ]
label--> 8
filename ./bin_data/00000524_08.bin
data--> [-0.70680457 0. -0.57735014 ..., 0.45186126 0. 0. ]
label--> 8
filename ./bin_data/00000525_08.bin
data--> [ 1.69062924 0. 1.73121214 ..., 0.9054476 0. 0. ]
label--> 8
filename ./bin_data/00000526_08.bin
data--> [-0.1319654 0. -0.57735014 ..., 0.45186126 0. 0. ]
label--> 8
filename ./bin_data/00000527_08.bin
data--> [-0.70680457 0. -0.57735014 ..., 0.9054476 0. 0. ]
label--> 8
filename ./bin_data/00000528_08.bin
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np_arr_data (10, 2, 16, 112, 112, 3)
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-2-93fd337a0d5c> in <module>()
----> 1 train()
<ipython-input-1-f119eb195936> in train()
99 fc6_of_batch=[]
100 print("np_arr_data",np.shape(np_arr_data))
--> 101 batch_seq_arr = np_arr_data.reshape((fc6_batch_size * unit_of_clip, 16,112,112,3))
102 print("batch_seq_arr",np.shape(batch_seq_arr))
103
ValueError: cannot reshape array of size 12042240 into shape (32,16,112,112,3)
In [ ]:
Content source: wujinjun/C3D-tensorflow-vw
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