I just saved a model, by that code:
def train():
with tf.Session() as sess:
saver = tf.train.Saver(max_to_keep = 2)
Loss = myYoloLoss([Scale1,Scale2,Scale3],[Y1, Y2 ,Y3])
opt = tf.train.AdamOptimizer(2e-4).minimize(Loss)
init = tf.global_variables_initializer()
sess.run(init)
imageNum = 0
Num = 0
while(1):
#get batchInput
batchImg,batchScale1,batchScale2,batchScale3 = getBatchImage(batchSize = BATCHSIZE)
for epoch in range(75):
_ , epochloss = sess.run([opt,Loss],feed_dict={X:batchImg,Y1:batchScale1,Y2:batchScale2,Y3:batchScale3})
if(epoch%15 == 0):
print(epochloss)
imageNum = imageNum + BATCHSIZE
Num = Num + 1
if(Num%4 == 0):
saver.save(sess,MODELPATH + 'MyModle__' + str(imageNum))
if(os.path.exists(STOPFLAGPATH)):
saver.save(sess,MODELPATH + 'MyModle__Stop_' + str(imageNum))
print('checked stopfile,stop')
break
return 0
And then I get some files:
MyModle__Stop_288.index
MyModle__Stop_288.meta
MyModle__Stop_288.data-00000-of-00001
checkpoint
Then I continue to train this model:
def reTrain():
with tf.Session() as sess:
loder = tf.train.import_meta_graph('E:/MyYoloModel/MyModle__Stop_288.meta')
loder.restore(sess, tf.train.latest_checkpoint('E:/MyYoloModel/'))
graph = tf.get_default_graph()
X = graph.get_tensor_by_name("X:0")
Y1 = graph.get_tensor_by_name("Y1:0")
Y2 = graph.get_tensor_by_name("Y2:0")
Y3 = graph.get_tensor_by_name("Y3:0")
Scale1 = graph.get_tensor_by_name("Scale1:0")
Scale2 = graph.get_tensor_by_name("Scale2:0")
Scale3 = graph.get_tensor_by_name("Scale3:0")
Loss = myYoloLoss([Scale1,Scale2,Scale3],[Y1, Y2 ,Y3])
#error code
opt = tf.train.AdamOptimizer(2e-4).minimize(Loss)
init = tf.global_variables_initializer()
sess.run(init)
batchImg,batchScale1,batchScale2,batchScale3 = getBatchImage(batchSize = BATCHSIZE)
for epoch in range(10):
_ ,epochloss = sess.run([opt,Loss],feed_dict={X:batchImg,Y1:batchScale1,Y2:batchScale2,Y3:batchScale3})
print(epochloss)
And it will be occur this error:
ValueError: Duplicate node name in graph: 'conv2d_0/kernel/Adam'
How can fix it?
I had a simmilar Error:
ValueError: Duplicate node name in graph: 'packed/0'
I think that this Error is due to a different Tensorfow Version than the code was programmed you are using. Try to downgrade the tf version while importin the package:
import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()
this trivial solutian was able to eliminate the problem
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