From 9b9608880106872404c93cb2550e1be793791219 Mon Sep 17 00:00:00 2001 From: zzw922cn <1422459603@qq.com> Date: Wed, 14 Dec 2016 13:25:28 +0800 Subject: [PATCH] fix bugs Former-commit-id: e8e70259887d0de10d77b1b78c3a24d9318d9456 --- README.md | 4 +-- log/timit/2016-12-1413:03:54.txt | 12 +++++++++ save/timit/checkpoint | 4 ++- save/timit/model.ckpt-0.REMOVED.git-id | 1 - ....ckpt-0.data-00000-of-00001.REMOVED.git-id | 1 + save/timit/model.ckpt-0.index | Bin 0 -> 142089 bytes save/timit/model.ckpt-0.meta.REMOVED.git-id | 1 + ....ckpt-1.data-00000-of-00001.REMOVED.git-id | 1 + save/timit/model.ckpt-1.index | Bin 0 -> 142089 bytes save/timit/model.ckpt-1.meta.REMOVED.git-id | 1 + ....ckpt-2.data-00000-of-00001.REMOVED.git-id | 1 + save/timit/model.ckpt-2.index | Bin 0 -> 142089 bytes save/timit/model.ckpt-2.meta.REMOVED.git-id | 1 + src/feature/timit_preprocess.py | 10 ++++--- src/main/brnn.py | 25 ++++++++---------- src/main/brnn.pyc | Bin 6615 -> 6598 bytes src/main/nohup.out | 15 ----------- src/main/resnet.py | 9 ++++--- src/main/resnet.pyc | Bin 6830 -> 6837 bytes src/main/train.py | 20 +++++++------- src/main/utils.pyc | Bin 12521 -> 12521 bytes 21 files changed, 57 insertions(+), 49 deletions(-) create mode 100644 log/timit/2016-12-1413:03:54.txt delete mode 100644 save/timit/model.ckpt-0.REMOVED.git-id create mode 100644 save/timit/model.ckpt-0.data-00000-of-00001.REMOVED.git-id create mode 100644 save/timit/model.ckpt-0.index create mode 100644 save/timit/model.ckpt-0.meta.REMOVED.git-id create mode 100644 save/timit/model.ckpt-1.data-00000-of-00001.REMOVED.git-id create mode 100644 save/timit/model.ckpt-1.index create mode 100644 save/timit/model.ckpt-1.meta.REMOVED.git-id create mode 100644 save/timit/model.ckpt-2.data-00000-of-00001.REMOVED.git-id create mode 100644 save/timit/model.ckpt-2.index create mode 100644 save/timit/model.ckpt-2.meta.REMOVED.git-id delete mode 100644 src/main/nohup.out diff --git a/README.md b/README.md index 2880417..dea5c71 100644 --- a/README.md +++ b/README.md @@ -45,11 +45,11 @@ Instead of configuration in command line, you can also set the arguments above i ### Data preprocessing The original TIMIT database contains 6300 utterances, but we find the 'SA' audio files occurs many times, it will lead bad bias for our speech recognition system. Therefore, we removed the all 'SA' files from the original dataset and attain the new TIMIT dataset, which contains only 5040 utterances including 3696 standard training set and 1344 test set. -Automatic Speech Recognition is to transcribe a raw audio file into character sequences. Data preprocessing is to convert a raw audio file into feature vectors of several frames. Here, we first split each audio file by a 20ms hamming window with no overlap, and then calculate the 12 mel frequency ceptral coefficients appended by a energy variable for each frame. Based on this vector of length 13, we calculate the delta coefficients and delta-delta coefficients, totally 39 coefficients for each frame. Therefore, each audio file is splited to several frames by hamming window, and each frame is extracted to a feature vector of length 39. +Automatic Speech Recognition is to transcribe a raw audio file into character sequences. Data preprocessing is to convert a raw audio file into feature vectors of several frames. Here, we first split each audio file by a 20ms hamming window with an overlap of 10ms, and then calculate the 12 mel frequency ceptral coefficients appended by an energy variable for each frame. Based on this vector of length 13, we calculate the delta coefficients and delta-delta coefficients, therefore, we attain totally 39 coefficients for each frame. Therefore, each audio file is splited to several frames by hamming window, and each frame is extracted to a feature vector of length 39. If you want to attain the feature vector of different length, you can reset the settings in the file [timit_preprocess.py](https://github.com/zzw922cn/Automatic-Speech-Recognition/blob/master/src/feature/timit_preprocess.py). In folder data/mfcc, each file is a feature matrix with size timeLength*39 of one audio file; in folder data/label, each file is a label vector according to the mfcc file. -If you want to set your own data preprocessing, you can edit [calcmfcc.py](https://github.com/zzw922cn/Automatic-Speech-Recognition/blob/master/src/feature/calcmfcc.py) or [preprocess.py](https://github.com/zzw922cn/Automatic-Speech-Recognition/blob/master/src/feature/preprocess.py). +If you want to set your own data preprocessing, you can edit [calcmfcc.py](https://github.com/zzw922cn/Automatic-Speech-Recognition/blob/master/src/feature/calcmfcc.py) or [timit_preprocess.py](https://github.com/zzw922cn/Automatic-Speech-Recognition/blob/master/src/feature/timit_preprocess.py). Since the original TIMIT dataset contains 61 phonemes, we use 61 phonemes for training and evaluation, but when scoring, we mappd the 61 phonemes into 39 phonemes for better performance. We do this mapping according to the paper [Speaker-independent phone recognition using hidden Markov models](http://repository.cmu.edu/cgi/viewcontent.cgi?article=2768&context=compsci). The mapping details are as follows: diff --git a/log/timit/2016-12-1413:03:54.txt b/log/timit/2016-12-1413:03:54.txt new file mode 100644 index 0000000..977cc27 --- /dev/null +++ b/log/timit/2016-12-1413:03:54.txt @@ -0,0 +1,12 @@ +{'optimizer': , 'name': 'residual network', 'learning rate': 0.01, 'trainable params': 1948274, 'num_layer': 10, 'num_class': 62, 'all params': 5844824.0, 'num_featuremap': 16} +13:08:10 12/14/16 CST +Epoch:1 train error rate:0.95813536386 +Epoch:1 train time:145.198076963 s +{'optimizer': , 'name': 'residual network', 'learning rate': 0.01, 'trainable params': 1948274, 'num_layer': 10, 'num_class': 62, 'all params': 5844824.0, 'num_featuremap': 16} +13:11:07 12/14/16 CST +Epoch:2 train error rate:0.849993554545 +Epoch:2 train time:140.668783903 s +{'optimizer': , 'name': 'residual network', 'learning rate': 0.01, 'trainable params': 1948274, 'num_layer': 10, 'num_class': 62, 'all params': 5844824.0, 'num_featuremap': 16} +13:13:59 12/14/16 CST +Epoch:3 train error rate:0.851595846089 +Epoch:3 train time:136.583483934 s diff --git a/save/timit/checkpoint b/save/timit/checkpoint index 9fa19c6..f5a4be0 100644 --- a/save/timit/checkpoint +++ b/save/timit/checkpoint @@ -1,2 +1,4 @@ -model_checkpoint_path: "/home/pony/github/Automatic-Speech-Recognition/save/timit/model.ckpt-0" +model_checkpoint_path: "/home/pony/github/Automatic-Speech-Recognition/save/timit/model.ckpt-2" all_model_checkpoint_paths: "/home/pony/github/Automatic-Speech-Recognition/save/timit/model.ckpt-0" +all_model_checkpoint_paths: "/home/pony/github/Automatic-Speech-Recognition/save/timit/model.ckpt-1" +all_model_checkpoint_paths: "/home/pony/github/Automatic-Speech-Recognition/save/timit/model.ckpt-2" diff --git a/save/timit/model.ckpt-0.REMOVED.git-id b/save/timit/model.ckpt-0.REMOVED.git-id deleted file mode 100644 index a3999f4..0000000 --- a/save/timit/model.ckpt-0.REMOVED.git-id +++ /dev/null @@ -1 +0,0 @@ -c2c9169048a9baca03916ee03e8b164075815c9a \ No newline at 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zhI3m3=eR6drG8XfM2?3-JGDfn9g@g^!_e*soLhuME*+JKCQ>5Xqa-pV z8gdc?=N2mw^C^j(kAw3D)2>c{Tqa7S!+D8(st5ha5=l&vNZ>^{w={{2Ob2#FBDFIl zl9wrwIHN>Dvf$iqN@RGpM83;`Jm*Q|!5#R`e2MHSgx|aeIk^w#RxFVZ4<%wUOXTch z3Hk}-@;O{@i$vPJlECy5$$Bl36BQCsy^+Y0cW`d+;Ws}*zK8=cIyjIcpE{7O)f}Lo zI6yyfAYasRAkXVMKtFLH5e*#3mWB>wS|bPOCl1h09LVFQ4$w~=pr1Gpx0Vj%w^k0M zTN?)g-2(=bmyZ9!{}9{%C;C?hwM6>#Pjd2BjsN?{8Rdso#^0(@BlT8|`nG@k|NS@R MonmL3)x+=nKTR8gR{#J2 literal 0 HcmV?d00001 diff --git a/save/timit/model.ckpt-2.meta.REMOVED.git-id b/save/timit/model.ckpt-2.meta.REMOVED.git-id new file mode 100644 index 0000000..4a75621 --- /dev/null +++ b/save/timit/model.ckpt-2.meta.REMOVED.git-id @@ -0,0 +1 @@ +cebb0fe2b6e3962034284b5495b5ea31f00c7121 \ No newline at end of file diff --git a/src/feature/timit_preprocess.py b/src/feature/timit_preprocess.py index 7ce8de7..1f851f1 100644 --- a/src/feature/timit_preprocess.py +++ b/src/feature/timit_preprocess.py @@ -30,10 +30,14 @@ import glob import sys -mfcc_dir = '/home/pony//github/data/timit/test/mfcc/' -label_dir = '/home/pony//github/data/timit/test/label/' -rootdir = '/home/pony/ASR/datasets/TIMIT/TEST/' +## keywords can be set to either of 'train' and 'test' +keywords = 'test' + +mfcc_dir = '/home/pony/github/data/timit/'+keywords+'/mfcc/' +label_dir = '/home/pony/github/data/timit/'+keywords+'/label/' + +rootdir = '/home/pony/ASR/datasets/TIMIT/'+keywords count = 0 ## original phonemes diff --git a/src/main/brnn.py b/src/main/brnn.py index bbc8825..fa485bb 100644 --- a/src/main/brnn.py +++ b/src/main/brnn.py @@ -42,18 +42,15 @@ from utils import build_forward_layer from utils import build_conv_layer -def build_multi_brnn(args,maxTimeSteps,inputList,cell_fn=rnn_cell.BasicRNNCell): - # list of batchsize length, each is [seqlength*hidden] +def build_multi_brnn(args,maxTimeSteps,inputList,cell_fn,seqLengths): hid_input = inputList for i in range(args.num_layer): scope = 'BRNN_'+str(i+1) - forwardH = cell_fn(args.num_hidden,activation=args.activation) - # backward layer - backwardH = cell_fn(args.num_hidden,activation=args.activation) - - # bi-directional layer - fbH, f_state, b_state = bidirectional_rnn(forwardH,backwardH,hid_input,dtype=tf.float32,scope=scope) + forward_cell = cell_fn(args.num_hidden,activation=args.activation) + backward_cell = cell_fn(args.num_hidden,activation=args.activation) + fbH, f_state, b_state = bidirectional_rnn(forward_cell,backward_cell, + hid_input,dtype=tf.float32,sequence_length=seqLengths,scope=scope) fbHrs = [tf.reshape(t, [args.batch_size, 2, args.num_hidden]) for t in fbH] if i != args.num_layer-1: @@ -63,10 +60,8 @@ def build_multi_brnn(args,maxTimeSteps,inputList,cell_fn=rnn_cell.BasicRNNCell): # output size is seqlength*batchsize*hidden output = tf.reduce_sum(output,2) - print(output.get_shape().as_list()) # outputXrs is of size [seqlenth*batchsize,num_hidden] outputXrs = tf.reshape(output, [-1, args.num_hidden]) - hid_input = tf.split(0, maxTimeSteps, outputXrs) #convert inputXrs from [32*maxL,39] to [32,maxL,39] return fbHrs @@ -110,7 +105,7 @@ def build_graph(self, args, maxTimeSteps): 'learning rate':args.learning_rate } - fbHrs = build_multi_brnn(self.args,maxTimeSteps,self.inputList,self.cell_fn) + fbHrs = build_multi_brnn(self.args,maxTimeSteps,self.inputList,self.cell_fn,self.seqLengths) with tf.name_scope('fc-layer'): with tf.variable_scope('fc'): weightsOutH1 = tf.Variable(tf.truncated_normal([2, args.num_hidden],name='weightsOutH1')) @@ -121,7 +116,8 @@ def build_graph(self, args, maxTimeSteps): logits = [tf.matmul(t, weightsClasses) + biasesClasses for t in outH1] logits3d = tf.pack(logits) self.loss = tf.reduce_mean(ctc.ctc_loss(logits3d, self.targetY, self.seqLengths)) - self.var_op = tf.all_variables() + #self.var_op = tf.all_variables() + self.var_op = tf.global_variables() self.var_trainable_op = tf.trainable_variables() if args.grad_clip == -1: @@ -135,6 +131,7 @@ def build_graph(self, args, maxTimeSteps): self.logitsMaxTest = tf.slice(tf.argmax(logits3d, 2), [0, 0], [self.seqLengths[0], 1]) self.predictions = tf.to_int32(ctc.ctc_beam_search_decoder(logits3d, self.seqLengths)[0][0]) self.errorRate = tf.reduce_sum(tf.edit_distance(self.predictions, self.targetY, normalize=False))/tf.to_float(tf.size(self.targetY.values)) - self.initial_op = tf.initialize_all_variables() - self.saver = tf.train.Saver(tf.all_variables(),max_to_keep=5,keep_checkpoint_every_n_hours=1) + #self.initial_op = tf.initialize_all_variables() + self.initial_op = tf.global_variables_initializer() + self.saver = tf.train.Saver(tf.global_variables(),max_to_keep=5,keep_checkpoint_every_n_hours=1) self.logfile = args.log_dir+str(datetime.datetime.strftime(datetime.datetime.now(),'%Y-%m-%d %H:%M:%S')+'.txt').replace(' ','').replace('/','') diff --git a/src/main/brnn.pyc b/src/main/brnn.pyc index 674a3168cd23c84df49e44f26363b39e36bbf919..253cb623095fd28ea3d0390fa6cbc0e96e605efd 100644 GIT binary patch delta 1027 zcmYLHOHUI~6h3E$KBf-_XlV;oS{{K4@-Uzf9tjAdF~rCi6;LcgXD9=cmbQZuGmR!S zMi;v98a443=)%M_G0`93QkS}LW8%uhgv6aO(Q^mTnYrJ5_nY&bbMLwHY4H7ET>KgI z{rY%*Ap`rDNbkuNgp&F?K7}n>1Ka^vN`MvuJqc?FT9_*pfW@WO>TUG6PP)iaPs2}R znp?*az!sqFf}MV}hy!dOR1jvCTd?c~4Z#w?CL%zT(RH_TgK_{BbK_|5YnrFX8 zR)mTG*90g$g>o%l3tRR?S8D%P;KgOf?+07vPBQE(l#vud+L#Dg!TD6@1P4H)l_J=6 zv@YI)LWDn;?OM2y^0Dup-aeW7RMHFEdM=} zKK7KhOv6gmvt94VSsxG83v-UKWJxq#H?*{o+uF7)>O2@qh|mfUtmTV0)S{No=%#4} zNmx}goBtGcMS9bOZj4}9h+zyR>=K4BB*er9F^<)4-x#_RWKxoB)8C10?2$inAiRps zv$;SJ&#FcjIrkp!|o=o#M$SDguj{777ndU2&r>QJLjVu+Boc)Ih*8A$6<=V*`led#hj7L zri-ej)87J+$>-LLtkTcJ66|eA!NV*NJ|}Ts*37S})s^r%CJ!A<&GdD(XsD~EUZS=d zmZ6%)O})szH4b2eHAbdSj610~Bnd1pfz$tmVo5p5Lci;dWV!*~Q|1-29I^iS{{{P2}AHqmq`tPBu8 yO`}vp;6^E!YGa|;4Bll6v3Y9h%UC4wC5 z@M5BlClft-H#PnN9z1yQs0Y3I2bg%`r0=a7XLr8+=FNQHdo!8+F!_11JMvR&AMwsy zE5qLwq3`iq2wvq)_be9dEL8izO2b2h#a&=!!0v|?1S<;<0h$2U7YACK7;Br0lCXoi zO8q1o%p*WUKoEud$IvGZP(^4W%-tBrpbabpUqFM1fINlsfg-;td5keG$H8xdMhqHp zXhgw^g0Da|1{MVsXhy_R1OgR;b_fzsA#;^%hagCX>qwIf^QmAdA&EdG0!;xo1#CQp zK%=~JDQ0YG|E-&dK`N9dppjxBt>*|?rJ$Fm$0Pe6&_~)_k8e z727X)t7gsiV>B|olIwVW=;PH~$EWol<1=!Hn(a%|ydNi6S+CzS>(<#&zigIoha)+! zzUvYS<}izfFvJK>VMZ8{w8)8W(duqLgi1fDivw~gu^S7rnJE7YOmtmUOC@K`@k^!i z@DjEe$w{z3}Cb;n$GZBKsb+>f17&7C}WB=ley zAPCRVS*zXguhqTc7>DN=PBENjIK!}4KFB?8J4|#zX7l4Cz1Ts|5EgKR`V1aGoklw9 zLKj1kG3>-%oW?zP8l{`xojA%Kyx-zs`7*zdnIL+Oy2t;Of~qz=C}YMPK9cjsWjeZ7 k#vrcB_r~?yK^F10=}H2uFIVldUz{M5tMWnD38DA=1_8&$RsaA1 diff --git a/src/main/nohup.out b/src/main/nohup.out deleted file mode 100644 index 3e26905..0000000 --- a/src/main/nohup.out +++ /dev/null @@ -1,15 +0,0 @@ -I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcublas.so locally -I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcudnn.so locally -I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcufft.so locally -I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcuda.so.1 locally -I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcurand.so locally -I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:925] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero -I tensorflow/core/common_runtime/gpu/gpu_device.cc:951] Found device 0 with properties: -name: GeForce GTX 960M -major: 5 minor: 0 memoryClockRate (GHz) 1.176 -pciBusID 0000:02:00.0 -Total memory: 3.95GiB -Free memory: 3.71GiB -I tensorflow/core/common_runtime/gpu/gpu_device.cc:972] DMA: 0 -I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] 0: Y -I tensorflow/core/common_runtime/gpu/gpu_device.cc:1041] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GTX 960M, pci bus id: 0000:02:00.0) diff --git a/src/main/resnet.py b/src/main/resnet.py index 040b998..ac5a95c 100644 --- a/src/main/resnet.py +++ b/src/main/resnet.py @@ -130,8 +130,11 @@ def build_graph(self, args, maxTimeSteps): self.logitsMaxTest = tf.slice(tf.argmax(conv_output, 2), [0, 0], [self.seqLengths[0], 1]) self.predictions = tf.to_int32(ctc.ctc_beam_search_decoder(conv_output, self.seqLengths)[0][0]) self.errorRate = tf.reduce_sum(tf.edit_distance(self.predictions, self.targetY, normalize=False))/tf.to_float(tf.size(self.targetY.values)) - self.initial_op = tf.initialize_all_variables() - self.saver = tf.train.Saver(tf.all_variables(),max_to_keep=5,keep_checkpoint_every_n_hours=1) + #self.initial_op = tf.initialize_all_variables() + self.initial_op = tf.global_variables_initializer() + + self.saver = tf.train.Saver(tf.global_variables(),max_to_keep=5,keep_checkpoint_every_n_hours=1) self.logfile = args.log_dir+str(datetime.datetime.strftime(datetime.datetime.now(),'%Y-%m-%d %H:%M:%S')+'.txt').replace(' ','').replace('/','') - self.var_op = tf.all_variables() + #self.var_op = tf.all_variables() + self.var_op = tf.global_variables() self.var_trainable_op = tf.trainable_variables() diff --git a/src/main/resnet.pyc b/src/main/resnet.pyc index b33c50faaeb07e8cd7074a33b08a4cd91d6769d7..fbf26c1647bd051acacf990e25d82a91838d223a 100644 GIT binary patch delta 81 zcmZ2yy494O`7=VTlWEdD2(sS~Y5_96q5{ohulX6mv<1_OzOEMF4GOJRH fCT|f_;S_)=+I&wek&&H=pGlq3i)pi)L d!o~|!keIXisaPT-J0m}%I-?ikW?zX6CIF_H7O?;T diff --git a/src/main/train.py b/src/main/train.py index 949975b..7ce6365 100644 --- a/src/main/train.py +++ b/src/main/train.py @@ -64,16 +64,16 @@ def __init__(self): parser.add_argument('--log_dir', type=str, default='/home/pony/github/Automatic-Speech-Recognition/log/timit/', help='directory to log events while training') - parser.add_argument('--model', default='BiRNN', - help='model for ASR') + parser.add_argument('--model', default='ResNet', + help='model for ASR:BiRNN,ResNet,...') parser.add_argument('--rnncell', default='rnn', help='rnn cell, 3 choices:rnn,lstm,gru') - parser.add_argument('--num_layer', type=int, default=2, + parser.add_argument('--num_layer', type=int, default=1, help='set the number of hidden layer or bidirectional layer') - parser.add_argument('--activation', default=tf.nn.elu, + parser.add_argument('--activation', default=tf.nn.relu, help='set the activation function of each layer') parser.add_argument('--optimizer', type=type, default=tf.train.AdamOptimizer, @@ -91,13 +91,13 @@ def __init__(self): parser.add_argument('--evaluation', type=bool, default=False, help='test the model based on trained parameters, but at present, we can"t test during training.') - parser.add_argument('--learning_rate', type=float, default=0.0001, + parser.add_argument('--learning_rate', type=float, default=0.01, help='set the step size of each iteration') parser.add_argument('--num_epoch', type=int, default=200000, help='set the total number of training epochs') - parser.add_argument('--batch_size', type=int, default=64, + parser.add_argument('--batch_size', type=int, default=32, help='set the number of training samples in a mini-batch') parser.add_argument('--test_batch_size', type=int, default=1, @@ -106,7 +106,7 @@ def __init__(self): parser.add_argument('--num_feature', type=int, default=39, help='set the dimension of feature, ie: 39 mfccs, you can set 39 ') - parser.add_argument('--num_hidden', type=int, default=128, + parser.add_argument('--num_hidden', type=int, default=32, help='set the number of neurons in hidden layer') parser.add_argument('--num_class', type=int, default=62, @@ -169,7 +169,7 @@ def train(self): feedDict = {model.inputX: batchInputs, model.targetIxs: batchTargetIxs, model.targetVals: batchTargetVals,model.targetShape: batchTargetShape, model.seqLengths: batchSeqLengths} _, l, er, lmt, pre = sess.run([model.optimizer, model.loss, model.errorRate, model.logitsMaxTest, model.predictions], feed_dict=feedDict) - print(output_to_sequence(pre,mode='phoneme')) + #print(output_to_sequence(pre,mode='phoneme')) if (batch % 1) == 0: print('Minibatch', batch, '/', batchOrigI, 'loss:', l) @@ -178,7 +178,7 @@ def train(self): if (args.save==True) and ((epoch*len(batchRandIxs)+batch+1)%5000==0 or (epoch==args.num_epoch-1 and batch==len(batchRandIxs)-1)): checkpoint_path = os.path.join(args.save_dir, 'model.ckpt') - save_path = model.saver.save(sess,checkpoint_path,global_step=epoch) + model.saver.save(sess,checkpoint_path,global_step=epoch) print('Model has been saved in:'+str(save_path)) end = time.time() delta_time = end-start @@ -186,7 +186,7 @@ def train(self): if args.save==True and (epoch+1)%1==0: checkpoint_path = os.path.join(args.save_dir, 'model.ckpt') - save_path = model.saver.save(sess,checkpoint_path,global_step=epoch) + model.saver.save(sess,checkpoint_path,global_step=epoch) print('Model has been saved in file') epochER = batchErrors.sum() / totalN print('Epoch', epoch+1, 'train error rate:', epochER) diff --git a/src/main/utils.pyc b/src/main/utils.pyc index 333cc60c810f37ad9a42bc7b303625ca38fd6cbd..8dd383e9d710b8a66b062c917cb0d399a3621510 100644 GIT binary patch delta 16 YcmaEv_%e~5`7