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jubeenshah/PredictionDOubt.gist

Created December 9, 2017 14:32
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PredictionDOubt.gist
System Information
Base Board Information
Manufacturer: ASUSTeK COMPUTER INC.
Product Name: PRIME X299-DELUXE
Version: Rev 1.xx
Processor Information
Socket Designation: CPU0
Type: Central Processor
Family: Xeon
Manufacturer: Intel(R) Corporation
ID: 54 06 05 00 FF FB EB BF
Signature: Type 0, Family 6, Model 85, Stepping 4
Flags:
FPU (Floating-point unit on-chip)
VME (Virtual mode extension)
DE (Debugging extension)
PSE (Page size extension)
TSC (Time stamp counter)
MSR (Model specific registers)
PAE (Physical address extension)
MCE (Machine check exception)
CX8 (CMPXCHG8 instruction supported)
APIC (On-chip APIC hardware supported)
SEP (Fast system call)
MTRR (Memory type range registers)
PGE (Page global enable)
MCA (Machine check architecture)
CMOV (Conditional move instruction supported)
PAT (Page attribute table)
PSE-36 (36-bit page size extension)
CLFSH (CLFLUSH instruction supported)
DS (Debug store)
ACPI (ACPI supported)
MMX (MMX technology supported)
FXSR (FXSAVE and FXSTOR instructions supported)
SSE (Streaming SIMD extensions)
SSE2 (Streaming SIMD extensions 2)
SS (Self-snoop)
HTT (Multi-threading)
TM (Thermal monitor supported)
PBE (Pending break enabled)
Version: Intel(R) Core(TM) i9-7920X CPU @ 2.90GHz
Voltage: 1.6 V
External Clock: 100 MHz
Max Speed: 4000 MHz
Current Speed: 2900 MHz
Status: Populated, Enabled
Upgrade: Other
Serial Number: Not Specified
Asset Tag: UNKNOWN
Part Number: Not Specified
Core Count: 12
Core Enabled: 12
Thread Count: 24
Characteristics:
64-bit capable
Multi-Core
Hardware Thread
Execute Protection
Enhanced Virtualization
Power/Performance Control
Nvidia-smi
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 384.98 Driver Version: 384.98 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 GeForce GTX 108... Off | 00000000:41:00.0 On | N/A |
| 0% 47C P8 20W / 250W | 629MiB / 11169MiB | 1% Default |
+-------------------------------+----------------------+----------------------+
CALL MADE TO START SERVICE AND TRAIN ON SERVICE
_________________________________________________
curl -X PUT "http://localhost:9001/services/cosmos_image_classification" -d '{
"mllib":"caffe",
"description":"COSMOS - Image Classifier_3569",
"type":"supervised",
"parameters":{
"input":{
"connector":"image",
"width":224,
"height":224
},
"mllib":{
"template":"googlenet",
"nclasses":12
}
},
"model":{
"templates":"/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/templates/caffe",
"repository":"/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1"
}
}'
curl -X POST "http://localhost:9001/train" -d '{
"service":"cosmos_image_classification",
"async":true,
"parameters":{
"mllib":{
"gpu":true,
"net":{
"batch_size":32
},
"solver":{
"test_interval":500,
"iterations":30000,
"base_lr":0.001,
"stepsize":1000,
"gamma":0.9
}
},
"input":{
"connector":
"image",
"test_split":0.1,
"shuffle":true,
"width":224,
"height":224
},
"output":{
"measure":["acc","mcll","f1"]
}
},
"data":["/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/imgnet"]
}'
SERVER OUTPUT
____________________
sudo ./main/dede -host 127.0.0.1 -port 9001
DeepDetect [ commit ab7bae2b9a0b994efeb95be4aa836385beccd6f8 ]
INFO - 18:05:07 - Running DeepDetect HTTP server on 127.0.0.1:9001
ERROR - 18:05:19 - service creation mllib bad param: using template while network weights exist, remove 'template' from 'mllib' or would you like to 'finetune' instead ?
ERROR - 18:05:19 - Sat Dec 9 18:05:19 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification" 400 715
ERROR - 18:06:49 - service creation mllib bad param: using template while network weights exist, remove 'template' from 'mllib' or would you like to 'finetune' instead ?
ERROR - 18:06:49 - Sat Dec 9 18:06:49 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification" 400 13
ERROR - 18:07:14 - Sat Dec 9 18:07:14 2017 IST - 127.0.0.1 "POST /train" 400 0
WARNING: Logging before InitGoogleLogging() is written to STDERR
I1209 18:07:54.844048 2251 caffelib.cc:131] instantiating model template googlenet
I1209 18:07:54.844141 2251 caffelib.cc:135] source=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/templates/caffe/googlenet/
I1209 18:07:54.844151 2251 caffelib.cc:136] dest=/home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/googlenet.prototxt
INFO - 18:07:54 - Sat Dec 9 18:07:54 2017 IST - 127.0.0.1 "PUT /services/cosmos_image_classification" 201 20
INFO - 18:08:10 - Sat Dec 9 18:08:10 2017 IST - 127.0.0.1 "POST /train" 201 0
INFO - 18:08:10 - A total of 11012 images.
INFO - 18:08:10 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/train.lmdb
INFO - 18:08:13 - Processed 1000 files.
INFO - 18:08:16 - Processed 2000 files.
INFO - 18:08:19 - Processed 3000 files.
INFO - 18:08:22 - Processed 4000 files.
INFO - 18:08:25 - Processed 5000 files.
INFO - 18:08:28 - Processed 6000 files.
INFO - 18:08:31 - Processed 7000 files.
INFO - 18:08:34 - Processed 8000 files.
INFO - 18:08:37 - Processed 9000 files.
INFO - 18:08:40 - Processed 10000 files.
INFO - 18:08:43 - Processed 11000 files.
INFO - 18:08:43 - Processed 11012 files.
INFO - 18:08:43 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
INFO - 18:08:46 - Processed 1000 files.
INFO - 18:08:47 - Processed 1224 files.
INFO - 18:08:47 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/train.lmdb
INFO - 18:08:47 - Decoding Datum
INFO - 18:08:55 - Processed 10000 files.
INFO - 18:08:56 - Processed 11012 files.
INFO - 18:08:56 - Write to /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/mean.binaryproto
INFO - 18:08:56 - Number of channels: 3
INFO - 18:08:56 - mean_value channel [0]:128.191
INFO - 18:08:56 - mean_value channel [1]:135.859
I1209 18:08:56.698410 2345 caffelib.cc:1849] user batch_size=32 / inputc batch_size=11012
I1209 18:08:56.698433 2345 caffelib.cc:1893] batch_size=4 / test_batch_size=24 / test_iter=51
INFO - 18:08:56 - mean_value channel [2]:123.428
INFO - 18:08:56 - Initializing solver from parameters:
INFO - 18:08:56 - Creating training net specified in net_param.
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer googlenet
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-1
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss1/top-5
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-1
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss2/top-5
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer loss3/top-1
INFO - 18:08:56 - The NetState phase (0) differed from the phase (1) specified by a rule in layer probt
INFO - 18:08:56 - Initializing net from parameters:
INFO - 18:08:56 - Creating layer / name=data / type=Data
INFO - 18:08:56 - Creating Layer data
INFO - 18:08:56 - data -> data
INFO - 18:08:56 - data -> label
INFO - 18:08:56 - Loading mean file from: /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/mean.binaryproto
INFO - 18:08:56 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/train.lmdb
INFO - 18:08:56 - output data size: 32,3,224,224
INFO - 18:08:56 - Setting up data
INFO - 18:08:56 - Top shape: 32 3 224 224 (4816896)
INFO - 18:08:56 - Top shape: 32 (32)
INFO - 18:08:56 - Memory required for data: 19267712
INFO - 18:08:56 - Creating layer / name=label_data_1_split / type=Split
INFO - 18:08:56 - Creating Layer label_data_1_split
INFO - 18:08:56 - label_data_1_split <- label
INFO - 18:08:56 - label_data_1_split -> label_data_1_split_0
INFO - 18:08:56 - label_data_1_split -> label_data_1_split_1
INFO - 18:08:56 - label_data_1_split -> label_data_1_split_2
INFO - 18:08:56 - Setting up label_data_1_split
INFO - 18:08:56 - Top shape: 32 (32)
INFO - 18:08:56 - Top shape: 32 (32)
INFO - 18:08:56 - Top shape: 32 (32)
INFO - 18:08:56 - Memory required for data: 19268096
INFO - 18:08:56 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 18:08:56 - Creating Layer conv1/7x7_s2
INFO - 18:08:56 - conv1/7x7_s2 <- data
INFO - 18:08:56 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 18:08:56 - Setting up conv1/7x7_s2
INFO - 18:08:56 - Top shape: 32 64 112 112 (25690112)
INFO - 18:08:56 - Memory required for data: 122028544
INFO - 18:08:56 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 18:08:56 - Creating Layer conv1/relu_7x7
INFO - 18:08:56 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 18:08:56 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 18:08:56 - Setting up conv1/relu_7x7
INFO - 18:08:56 - Top shape: 32 64 112 112 (25690112)
INFO - 18:08:56 - Memory required for data: 224788992
INFO - 18:08:56 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool1/3x3_s2
INFO - 18:08:56 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 18:08:56 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 18:08:56 - Setting up pool1/3x3_s2
INFO - 18:08:56 - Top shape: 32 64 56 56 (6422528)
INFO - 18:08:56 - Memory required for data: 250479104
INFO - 18:08:56 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 18:08:56 - Creating Layer pool1/norm1
INFO - 18:08:56 - pool1/norm1 <- pool1/3x3_s2
INFO - 18:08:56 - pool1/norm1 -> pool1/norm1
INFO - 18:08:56 - Setting up pool1/norm1
INFO - 18:08:56 - Top shape: 32 64 56 56 (6422528)
INFO - 18:08:56 - Memory required for data: 276169216
INFO - 18:08:56 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer conv2/3x3_reduce
INFO - 18:08:56 - conv2/3x3_reduce <- pool1/norm1
INFO - 18:08:56 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 18:08:56 - Setting up conv2/3x3_reduce
INFO - 18:08:56 - Top shape: 32 64 56 56 (6422528)
INFO - 18:08:56 - Memory required for data: 301859328
INFO - 18:08:56 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer conv2/relu_3x3_reduce
INFO - 18:08:56 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 18:08:56 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up conv2/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 64 56 56 (6422528)
INFO - 18:08:56 - Memory required for data: 327549440
INFO - 18:08:56 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer conv2/3x3
INFO - 18:08:56 - conv2/3x3 <- conv2/3x3_reduce
INFO - 18:08:56 - conv2/3x3 -> conv2/3x3
INFO - 18:08:56 - Setting up conv2/3x3
INFO - 18:08:56 - Top shape: 32 192 56 56 (19267584)
INFO - 18:08:56 - Memory required for data: 404619776
INFO - 18:08:56 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer conv2/relu_3x3
INFO - 18:08:56 - conv2/relu_3x3 <- conv2/3x3
INFO - 18:08:56 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 18:08:56 - Setting up conv2/relu_3x3
INFO - 18:08:56 - Top shape: 32 192 56 56 (19267584)
INFO - 18:08:56 - Memory required for data: 481690112
INFO - 18:08:56 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 18:08:56 - Creating Layer conv2/norm2
INFO - 18:08:56 - conv2/norm2 <- conv2/3x3
INFO - 18:08:56 - conv2/norm2 -> conv2/norm2
INFO - 18:08:56 - Setting up conv2/norm2
INFO - 18:08:56 - Top shape: 32 192 56 56 (19267584)
INFO - 18:08:56 - Memory required for data: 558760448
INFO - 18:08:56 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool2/3x3_s2
INFO - 18:08:56 - pool2/3x3_s2 <- conv2/norm2
INFO - 18:08:56 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 18:08:56 - Setting up pool2/3x3_s2
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 578028032
INFO - 18:08:56 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 18:08:56 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 18:08:56 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 655098368
INFO - 18:08:56 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/1x1
INFO - 18:08:56 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 18:08:56 - inception_3a/1x1 -> inception_3a/1x1
INFO - 18:08:56 - Setting up inception_3a/1x1
INFO - 18:08:56 - Top shape: 32 64 28 28 (1605632)
INFO - 18:08:56 - Memory required for data: 661520896
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_1x1
INFO - 18:08:56 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 18:08:56 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_1x1
INFO - 18:08:56 - Top shape: 32 64 28 28 (1605632)
INFO - 18:08:56 - Memory required for data: 667943424
INFO - 18:08:56 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/3x3_reduce
INFO - 18:08:56 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 18:08:56 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 18:08:56 - Setting up inception_3a/3x3_reduce
INFO - 18:08:56 - Top shape: 32 96 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 677577216
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 18:08:56 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 18:08:56 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 96 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 687211008
INFO - 18:08:56 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/3x3
INFO - 18:08:56 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 18:08:56 - inception_3a/3x3 -> inception_3a/3x3
INFO - 18:08:56 - Setting up inception_3a/3x3
INFO - 18:08:56 - Top shape: 32 128 28 28 (3211264)
INFO - 18:08:56 - Memory required for data: 700056064
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_3x3
INFO - 18:08:56 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 18:08:56 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_3x3
INFO - 18:08:56 - Top shape: 32 128 28 28 (3211264)
INFO - 18:08:56 - Memory required for data: 712901120
INFO - 18:08:56 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/5x5_reduce
INFO - 18:08:56 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 18:08:56 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 18:08:56 - Setting up inception_3a/5x5_reduce
INFO - 18:08:56 - Top shape: 32 16 28 28 (401408)
INFO - 18:08:56 - Memory required for data: 714506752
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 18:08:56 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 18:08:56 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 16 28 28 (401408)
INFO - 18:08:56 - Memory required for data: 716112384
INFO - 18:08:56 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/5x5
INFO - 18:08:56 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 18:08:56 - inception_3a/5x5 -> inception_3a/5x5
INFO - 18:08:56 - Setting up inception_3a/5x5
INFO - 18:08:56 - Top shape: 32 32 28 28 (802816)
INFO - 18:08:56 - Memory required for data: 719323648
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_5x5
INFO - 18:08:56 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 18:08:56 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_5x5
INFO - 18:08:56 - Top shape: 32 32 28 28 (802816)
INFO - 18:08:56 - Memory required for data: 722534912
INFO - 18:08:56 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_3a/pool
INFO - 18:08:56 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 18:08:56 - inception_3a/pool -> inception_3a/pool
INFO - 18:08:56 - Setting up inception_3a/pool
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 741802496
INFO - 18:08:56 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/pool_proj
INFO - 18:08:56 - inception_3a/pool_proj <- inception_3a/pool
INFO - 18:08:56 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 18:08:56 - Setting up inception_3a/pool_proj
INFO - 18:08:56 - Top shape: 32 32 28 28 (802816)
INFO - 18:08:56 - Memory required for data: 745013760
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_pool_proj
INFO - 18:08:56 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 18:08:56 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 32 28 28 (802816)
INFO - 18:08:56 - Memory required for data: 748225024
INFO - 18:08:56 - Creating layer / name=inception_3a/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_3a/output
INFO - 18:08:56 - inception_3a/output <- inception_3a/1x1
INFO - 18:08:56 - inception_3a/output <- inception_3a/3x3
INFO - 18:08:56 - inception_3a/output <- inception_3a/5x5
INFO - 18:08:56 - inception_3a/output <- inception_3a/pool_proj
INFO - 18:08:56 - inception_3a/output -> inception_3a/output
INFO - 18:08:56 - Setting up inception_3a/output
INFO - 18:08:56 - Top shape: 32 256 28 28 (6422528)
INFO - 18:08:56 - Memory required for data: 773915136
INFO - 18:08:56 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 18:08:56 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 18:08:56 - Top shape: 32 256 28 28 (6422528)
INFO - 18:08:56 - Top shape: 32 256 28 28 (6422528)
INFO - 18:08:56 - Top shape: 32 256 28 28 (6422528)
INFO - 18:08:56 - Top shape: 32 256 28 28 (6422528)
INFO - 18:08:56 - Memory required for data: 876675584
INFO - 18:08:56 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/1x1
INFO - 18:08:56 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 18:08:56 - inception_3b/1x1 -> inception_3b/1x1
INFO - 18:08:56 - Setting up inception_3b/1x1
INFO - 18:08:56 - Top shape: 32 128 28 28 (3211264)
INFO - 18:08:56 - Memory required for data: 889520640
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_1x1
INFO - 18:08:56 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 18:08:56 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_1x1
INFO - 18:08:56 - Top shape: 32 128 28 28 (3211264)
INFO - 18:08:56 - Memory required for data: 902365696
INFO - 18:08:56 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/3x3_reduce
INFO - 18:08:56 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 18:08:56 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 18:08:56 - Setting up inception_3b/3x3_reduce
INFO - 18:08:56 - Top shape: 32 128 28 28 (3211264)
INFO - 18:08:56 - Memory required for data: 915210752
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 18:08:56 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 18:08:56 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 128 28 28 (3211264)
INFO - 18:08:56 - Memory required for data: 928055808
INFO - 18:08:56 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/3x3
INFO - 18:08:56 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 18:08:56 - inception_3b/3x3 -> inception_3b/3x3
INFO - 18:08:56 - Setting up inception_3b/3x3
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 947323392
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_3x3
INFO - 18:08:56 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 18:08:56 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_3x3
INFO - 18:08:56 - Top shape: 32 192 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 966590976
INFO - 18:08:56 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/5x5_reduce
INFO - 18:08:56 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 18:08:56 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 18:08:56 - Setting up inception_3b/5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 28 28 (802816)
INFO - 18:08:56 - Memory required for data: 969802240
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 18:08:56 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 18:08:56 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 28 28 (802816)
INFO - 18:08:56 - Memory required for data: 973013504
INFO - 18:08:56 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/5x5
INFO - 18:08:56 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 18:08:56 - inception_3b/5x5 -> inception_3b/5x5
INFO - 18:08:56 - Setting up inception_3b/5x5
INFO - 18:08:56 - Top shape: 32 96 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 982647296
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_5x5
INFO - 18:08:56 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 18:08:56 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_5x5
INFO - 18:08:56 - Top shape: 32 96 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 992281088
INFO - 18:08:56 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_3b/pool
INFO - 18:08:56 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 18:08:56 - inception_3b/pool -> inception_3b/pool
INFO - 18:08:56 - Setting up inception_3b/pool
INFO - 18:08:56 - Top shape: 32 256 28 28 (6422528)
INFO - 18:08:56 - Memory required for data: 1017971200
INFO - 18:08:56 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/pool_proj
INFO - 18:08:56 - inception_3b/pool_proj <- inception_3b/pool
INFO - 18:08:56 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 18:08:56 - Setting up inception_3b/pool_proj
INFO - 18:08:56 - Top shape: 32 64 28 28 (1605632)
INFO - 18:08:56 - Memory required for data: 1024393728
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_pool_proj
INFO - 18:08:56 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 18:08:56 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 64 28 28 (1605632)
INFO - 18:08:56 - Memory required for data: 1030816256
INFO - 18:08:56 - Creating layer / name=inception_3b/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_3b/output
INFO - 18:08:56 - inception_3b/output <- inception_3b/1x1
INFO - 18:08:56 - inception_3b/output <- inception_3b/3x3
INFO - 18:08:56 - inception_3b/output <- inception_3b/5x5
INFO - 18:08:56 - inception_3b/output <- inception_3b/pool_proj
INFO - 18:08:56 - inception_3b/output -> inception_3b/output
INFO - 18:08:56 - Setting up inception_3b/output
INFO - 18:08:56 - Top shape: 32 480 28 28 (12042240)
INFO - 18:08:56 - Memory required for data: 1078985216
INFO - 18:08:56 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool3/3x3_s2
INFO - 18:08:56 - pool3/3x3_s2 <- inception_3b/output
INFO - 18:08:56 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 18:08:56 - Setting up pool3/3x3_s2
INFO - 18:08:56 - Top shape: 32 480 14 14 (3010560)
INFO - 18:08:56 - Memory required for data: 1091027456
INFO - 18:08:56 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 18:08:56 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 18:08:56 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 18:08:56 - Top shape: 32 480 14 14 (3010560)
INFO - 18:08:56 - Top shape: 32 480 14 14 (3010560)
INFO - 18:08:56 - Top shape: 32 480 14 14 (3010560)
INFO - 18:08:56 - Top shape: 32 480 14 14 (3010560)
INFO - 18:08:56 - Memory required for data: 1139196416
INFO - 18:08:56 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/1x1
INFO - 18:08:56 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 18:08:56 - inception_4a/1x1 -> inception_4a/1x1
INFO - 18:08:56 - Setting up inception_4a/1x1
INFO - 18:08:56 - Top shape: 32 192 14 14 (1204224)
INFO - 18:08:56 - Memory required for data: 1144013312
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_1x1
INFO - 18:08:56 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 18:08:56 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_1x1
INFO - 18:08:56 - Top shape: 32 192 14 14 (1204224)
INFO - 18:08:56 - Memory required for data: 1148830208
INFO - 18:08:56 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/3x3_reduce
INFO - 18:08:56 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 18:08:56 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 18:08:56 - Setting up inception_4a/3x3_reduce
INFO - 18:08:56 - Top shape: 32 96 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1151238656
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 18:08:56 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 18:08:56 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 96 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1153647104
INFO - 18:08:56 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/3x3
INFO - 18:08:56 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 18:08:56 - inception_4a/3x3 -> inception_4a/3x3
INFO - 18:08:56 - Setting up inception_4a/3x3
INFO - 18:08:56 - Top shape: 32 208 14 14 (1304576)
INFO - 18:08:56 - Memory required for data: 1158865408
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_3x3
INFO - 18:08:56 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 18:08:56 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_3x3
INFO - 18:08:56 - Top shape: 32 208 14 14 (1304576)
INFO - 18:08:56 - Memory required for data: 1164083712
INFO - 18:08:56 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/5x5_reduce
INFO - 18:08:56 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 18:08:56 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 18:08:56 - Setting up inception_4a/5x5_reduce
INFO - 18:08:56 - Top shape: 32 16 14 14 (100352)
INFO - 18:08:56 - Memory required for data: 1164485120
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 18:08:56 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 18:08:56 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 16 14 14 (100352)
INFO - 18:08:56 - Memory required for data: 1164886528
INFO - 18:08:56 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/5x5
INFO - 18:08:56 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 18:08:56 - inception_4a/5x5 -> inception_4a/5x5
INFO - 18:08:56 - Setting up inception_4a/5x5
INFO - 18:08:56 - Top shape: 32 48 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1166090752
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_5x5
INFO - 18:08:56 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 18:08:56 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_5x5
INFO - 18:08:56 - Top shape: 32 48 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1167294976
INFO - 18:08:56 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4a/pool
INFO - 18:08:56 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 18:08:56 - inception_4a/pool -> inception_4a/pool
INFO - 18:08:56 - Setting up inception_4a/pool
INFO - 18:08:56 - Top shape: 32 480 14 14 (3010560)
INFO - 18:08:56 - Memory required for data: 1179337216
INFO - 18:08:56 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/pool_proj
INFO - 18:08:56 - inception_4a/pool_proj <- inception_4a/pool
INFO - 18:08:56 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 18:08:56 - Setting up inception_4a/pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1180942848
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_pool_proj
INFO - 18:08:56 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 18:08:56 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1182548480
INFO - 18:08:56 - Creating layer / name=inception_4a/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4a/output
INFO - 18:08:56 - inception_4a/output <- inception_4a/1x1
INFO - 18:08:56 - inception_4a/output <- inception_4a/3x3
INFO - 18:08:56 - inception_4a/output <- inception_4a/5x5
INFO - 18:08:56 - inception_4a/output <- inception_4a/pool_proj
INFO - 18:08:56 - inception_4a/output -> inception_4a/output
INFO - 18:08:56 - Setting up inception_4a/output
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1195393536
INFO - 18:08:56 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 18:08:56 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1259618816
INFO - 18:08:56 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 18:08:56 - Creating Layer loss1/ave_pool
INFO - 18:08:56 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 18:08:56 - loss1/ave_pool -> loss1/ave_pool
INFO - 18:08:56 - Setting up loss1/ave_pool
INFO - 18:08:56 - Top shape: 32 512 4 4 (262144)
INFO - 18:08:56 - Memory required for data: 1260667392
INFO - 18:08:56 - Creating layer / name=loss1/conv / type=Convolution
INFO - 18:08:56 - Creating Layer loss1/conv
INFO - 18:08:56 - loss1/conv <- loss1/ave_pool
INFO - 18:08:56 - loss1/conv -> loss1/conv
INFO - 18:08:56 - Setting up loss1/conv
INFO - 18:08:56 - Top shape: 32 128 4 4 (65536)
INFO - 18:08:56 - Memory required for data: 1260929536
INFO - 18:08:56 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 18:08:56 - Creating Layer loss1/relu_conv
INFO - 18:08:56 - loss1/relu_conv <- loss1/conv
INFO - 18:08:56 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 18:08:56 - Setting up loss1/relu_conv
INFO - 18:08:56 - Top shape: 32 128 4 4 (65536)
INFO - 18:08:56 - Memory required for data: 1261191680
INFO - 18:08:56 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss1/fc
INFO - 18:08:56 - loss1/fc <- loss1/conv
INFO - 18:08:56 - loss1/fc -> loss1/fc
INFO - 18:08:56 - Setting up loss1/fc
INFO - 18:08:56 - Top shape: 32 1024 (32768)
INFO - 18:08:56 - Memory required for data: 1261322752
INFO - 18:08:56 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 18:08:56 - Creating Layer loss1/relu_fc
INFO - 18:08:56 - loss1/relu_fc <- loss1/fc
INFO - 18:08:56 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 18:08:56 - Setting up loss1/relu_fc
INFO - 18:08:56 - Top shape: 32 1024 (32768)
INFO - 18:08:56 - Memory required for data: 1261453824
INFO - 18:08:56 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 18:08:56 - Creating Layer loss1/drop_fc
INFO - 18:08:56 - loss1/drop_fc <- loss1/fc
INFO - 18:08:56 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 18:08:56 - Setting up loss1/drop_fc
INFO - 18:08:56 - Top shape: 32 1024 (32768)
INFO - 18:08:56 - Memory required for data: 1261584896
INFO - 18:08:56 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss1/classifier
INFO - 18:08:56 - loss1/classifier <- loss1/fc
INFO - 18:08:56 - loss1/classifier -> loss1/classifier
INFO - 18:08:56 - Setting up loss1/classifier
INFO - 18:08:56 - Top shape: 32 1000 (32000)
INFO - 18:08:56 - Memory required for data: 1261712896
INFO - 18:08:56 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 18:08:56 - Creating Layer loss1/loss
INFO - 18:08:56 - loss1/loss <- loss1/classifier
INFO - 18:08:56 - loss1/loss <- label_data_1_split_0
INFO - 18:08:56 - loss1/loss -> loss1/loss1
INFO - 18:08:56 - Creating layer / name=loss1/loss / type=Softmax
INFO - 18:08:56 - Setting up loss1/loss
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - with loss weight 0.3
INFO - 18:08:56 - Memory required for data: 1261712900
INFO - 18:08:56 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/1x1
INFO - 18:08:56 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 18:08:56 - inception_4b/1x1 -> inception_4b/1x1
INFO - 18:08:56 - Setting up inception_4b/1x1
INFO - 18:08:56 - Top shape: 32 160 14 14 (1003520)
INFO - 18:08:56 - Memory required for data: 1265726980
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_1x1
INFO - 18:08:56 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 18:08:56 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_1x1
INFO - 18:08:56 - Top shape: 32 160 14 14 (1003520)
INFO - 18:08:56 - Memory required for data: 1269741060
INFO - 18:08:56 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/3x3_reduce
INFO - 18:08:56 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 18:08:56 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 18:08:56 - Setting up inception_4b/3x3_reduce
INFO - 18:08:56 - Top shape: 32 112 14 14 (702464)
INFO - 18:08:56 - Memory required for data: 1272550916
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 18:08:56 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 18:08:56 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 112 14 14 (702464)
INFO - 18:08:56 - Memory required for data: 1275360772
INFO - 18:08:56 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/3x3
INFO - 18:08:56 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 18:08:56 - inception_4b/3x3 -> inception_4b/3x3
INFO - 18:08:56 - Setting up inception_4b/3x3
INFO - 18:08:56 - Top shape: 32 224 14 14 (1404928)
INFO - 18:08:56 - Memory required for data: 1280980484
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_3x3
INFO - 18:08:56 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 18:08:56 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_3x3
INFO - 18:08:56 - Top shape: 32 224 14 14 (1404928)
INFO - 18:08:56 - Memory required for data: 1286600196
INFO - 18:08:56 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/5x5_reduce
INFO - 18:08:56 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 18:08:56 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 18:08:56 - Setting up inception_4b/5x5_reduce
INFO - 18:08:56 - Top shape: 32 24 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1287202308
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 18:08:56 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 18:08:56 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 24 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1287804420
INFO - 18:08:56 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/5x5
INFO - 18:08:56 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 18:08:56 - inception_4b/5x5 -> inception_4b/5x5
INFO - 18:08:56 - Setting up inception_4b/5x5
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1289410052
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_5x5
INFO - 18:08:56 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 18:08:56 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_5x5
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1291015684
INFO - 18:08:56 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4b/pool
INFO - 18:08:56 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 18:08:56 - inception_4b/pool -> inception_4b/pool
INFO - 18:08:56 - Setting up inception_4b/pool
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1303860740
INFO - 18:08:56 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/pool_proj
INFO - 18:08:56 - inception_4b/pool_proj <- inception_4b/pool
INFO - 18:08:56 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 18:08:56 - Setting up inception_4b/pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1305466372
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_pool_proj
INFO - 18:08:56 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 18:08:56 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1307072004
INFO - 18:08:56 - Creating layer / name=inception_4b/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4b/output
INFO - 18:08:56 - inception_4b/output <- inception_4b/1x1
INFO - 18:08:56 - inception_4b/output <- inception_4b/3x3
INFO - 18:08:56 - inception_4b/output <- inception_4b/5x5
INFO - 18:08:56 - inception_4b/output <- inception_4b/pool_proj
INFO - 18:08:56 - inception_4b/output -> inception_4b/output
INFO - 18:08:56 - Setting up inception_4b/output
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1319917060
INFO - 18:08:56 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 18:08:56 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1371297284
INFO - 18:08:56 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/1x1
INFO - 18:08:56 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 18:08:56 - inception_4c/1x1 -> inception_4c/1x1
INFO - 18:08:56 - Setting up inception_4c/1x1
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1374508548
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_1x1
INFO - 18:08:56 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 18:08:56 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_1x1
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1377719812
INFO - 18:08:56 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/3x3_reduce
INFO - 18:08:56 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 18:08:56 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 18:08:56 - Setting up inception_4c/3x3_reduce
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1380931076
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 18:08:56 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 18:08:56 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1384142340
INFO - 18:08:56 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/3x3
INFO - 18:08:56 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 18:08:56 - inception_4c/3x3 -> inception_4c/3x3
INFO - 18:08:56 - Setting up inception_4c/3x3
INFO - 18:08:56 - Top shape: 32 256 14 14 (1605632)
INFO - 18:08:56 - Memory required for data: 1390564868
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_3x3
INFO - 18:08:56 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 18:08:56 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_3x3
INFO - 18:08:56 - Top shape: 32 256 14 14 (1605632)
INFO - 18:08:56 - Memory required for data: 1396987396
INFO - 18:08:56 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/5x5_reduce
INFO - 18:08:56 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 18:08:56 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 18:08:56 - Setting up inception_4c/5x5_reduce
INFO - 18:08:56 - Top shape: 32 24 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1397589508
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 18:08:56 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 18:08:56 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 24 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1398191620
INFO - 18:08:56 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/5x5
INFO - 18:08:56 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 18:08:56 - inception_4c/5x5 -> inception_4c/5x5
INFO - 18:08:56 - Setting up inception_4c/5x5
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1399797252
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_5x5
INFO - 18:08:56 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 18:08:56 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_5x5
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1401402884
INFO - 18:08:56 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4c/pool
INFO - 18:08:56 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 18:08:56 - inception_4c/pool -> inception_4c/pool
INFO - 18:08:56 - Setting up inception_4c/pool
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1414247940
INFO - 18:08:56 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/pool_proj
INFO - 18:08:56 - inception_4c/pool_proj <- inception_4c/pool
INFO - 18:08:56 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 18:08:56 - Setting up inception_4c/pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1415853572
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_pool_proj
INFO - 18:08:56 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 18:08:56 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1417459204
INFO - 18:08:56 - Creating layer / name=inception_4c/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4c/output
INFO - 18:08:56 - inception_4c/output <- inception_4c/1x1
INFO - 18:08:56 - inception_4c/output <- inception_4c/3x3
INFO - 18:08:56 - inception_4c/output <- inception_4c/5x5
INFO - 18:08:56 - inception_4c/output <- inception_4c/pool_proj
INFO - 18:08:56 - inception_4c/output -> inception_4c/output
INFO - 18:08:56 - Setting up inception_4c/output
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1430304260
INFO - 18:08:56 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 18:08:56 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1481684484
INFO - 18:08:56 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/1x1
INFO - 18:08:56 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 18:08:56 - inception_4d/1x1 -> inception_4d/1x1
INFO - 18:08:56 - Setting up inception_4d/1x1
INFO - 18:08:56 - Top shape: 32 112 14 14 (702464)
INFO - 18:08:56 - Memory required for data: 1484494340
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_1x1
INFO - 18:08:56 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 18:08:56 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_1x1
INFO - 18:08:56 - Top shape: 32 112 14 14 (702464)
INFO - 18:08:56 - Memory required for data: 1487304196
INFO - 18:08:56 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/3x3_reduce
INFO - 18:08:56 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 18:08:56 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 18:08:56 - Setting up inception_4d/3x3_reduce
INFO - 18:08:56 - Top shape: 32 144 14 14 (903168)
INFO - 18:08:56 - Memory required for data: 1490916868
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 18:08:56 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 18:08:56 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 144 14 14 (903168)
INFO - 18:08:56 - Memory required for data: 1494529540
INFO - 18:08:56 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/3x3
INFO - 18:08:56 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 18:08:56 - inception_4d/3x3 -> inception_4d/3x3
INFO - 18:08:56 - Setting up inception_4d/3x3
INFO - 18:08:56 - Top shape: 32 288 14 14 (1806336)
INFO - 18:08:56 - Memory required for data: 1501754884
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_3x3
INFO - 18:08:56 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 18:08:56 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_3x3
INFO - 18:08:56 - Top shape: 32 288 14 14 (1806336)
INFO - 18:08:56 - Memory required for data: 1508980228
INFO - 18:08:56 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/5x5_reduce
INFO - 18:08:56 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 18:08:56 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 18:08:56 - Setting up inception_4d/5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 14 14 (200704)
INFO - 18:08:56 - Memory required for data: 1509783044
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 18:08:56 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 18:08:56 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 14 14 (200704)
INFO - 18:08:56 - Memory required for data: 1510585860
INFO - 18:08:56 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/5x5
INFO - 18:08:56 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 18:08:56 - inception_4d/5x5 -> inception_4d/5x5
INFO - 18:08:56 - Setting up inception_4d/5x5
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1512191492
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_5x5
INFO - 18:08:56 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 18:08:56 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_5x5
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1513797124
INFO - 18:08:56 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4d/pool
INFO - 18:08:56 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 18:08:56 - inception_4d/pool -> inception_4d/pool
INFO - 18:08:56 - Setting up inception_4d/pool
INFO - 18:08:56 - Top shape: 32 512 14 14 (3211264)
INFO - 18:08:56 - Memory required for data: 1526642180
INFO - 18:08:56 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/pool_proj
INFO - 18:08:56 - inception_4d/pool_proj <- inception_4d/pool
INFO - 18:08:56 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 18:08:56 - Setting up inception_4d/pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1528247812
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_pool_proj
INFO - 18:08:56 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 18:08:56 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 64 14 14 (401408)
INFO - 18:08:56 - Memory required for data: 1529853444
INFO - 18:08:56 - Creating layer / name=inception_4d/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4d/output
INFO - 18:08:56 - inception_4d/output <- inception_4d/1x1
INFO - 18:08:56 - inception_4d/output <- inception_4d/3x3
INFO - 18:08:56 - inception_4d/output <- inception_4d/5x5
INFO - 18:08:56 - inception_4d/output <- inception_4d/pool_proj
INFO - 18:08:56 - inception_4d/output -> inception_4d/output
INFO - 18:08:56 - Setting up inception_4d/output
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Memory required for data: 1543099908
INFO - 18:08:56 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 18:08:56 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Memory required for data: 1609332228
INFO - 18:08:56 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 18:08:56 - Creating Layer loss2/ave_pool
INFO - 18:08:56 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 18:08:56 - loss2/ave_pool -> loss2/ave_pool
INFO - 18:08:56 - Setting up loss2/ave_pool
INFO - 18:08:56 - Top shape: 32 528 4 4 (270336)
INFO - 18:08:56 - Memory required for data: 1610413572
INFO - 18:08:56 - Creating layer / name=loss2/conv / type=Convolution
INFO - 18:08:56 - Creating Layer loss2/conv
INFO - 18:08:56 - loss2/conv <- loss2/ave_pool
INFO - 18:08:56 - loss2/conv -> loss2/conv
INFO - 18:08:56 - Setting up loss2/conv
INFO - 18:08:56 - Top shape: 32 128 4 4 (65536)
INFO - 18:08:56 - Memory required for data: 1610675716
INFO - 18:08:56 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 18:08:56 - Creating Layer loss2/relu_conv
INFO - 18:08:56 - loss2/relu_conv <- loss2/conv
INFO - 18:08:56 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 18:08:56 - Setting up loss2/relu_conv
INFO - 18:08:56 - Top shape: 32 128 4 4 (65536)
INFO - 18:08:56 - Memory required for data: 1610937860
INFO - 18:08:56 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss2/fc
INFO - 18:08:56 - loss2/fc <- loss2/conv
INFO - 18:08:56 - loss2/fc -> loss2/fc
INFO - 18:08:56 - Setting up loss2/fc
INFO - 18:08:56 - Top shape: 32 1024 (32768)
INFO - 18:08:56 - Memory required for data: 1611068932
INFO - 18:08:56 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 18:08:56 - Creating Layer loss2/relu_fc
INFO - 18:08:56 - loss2/relu_fc <- loss2/fc
INFO - 18:08:56 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 18:08:56 - Setting up loss2/relu_fc
INFO - 18:08:56 - Top shape: 32 1024 (32768)
INFO - 18:08:56 - Memory required for data: 1611200004
INFO - 18:08:56 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 18:08:56 - Creating Layer loss2/drop_fc
INFO - 18:08:56 - loss2/drop_fc <- loss2/fc
INFO - 18:08:56 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 18:08:56 - Setting up loss2/drop_fc
INFO - 18:08:56 - Top shape: 32 1024 (32768)
INFO - 18:08:56 - Memory required for data: 1611331076
INFO - 18:08:56 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss2/classifier
INFO - 18:08:56 - loss2/classifier <- loss2/fc
INFO - 18:08:56 - loss2/classifier -> loss2/classifier
INFO - 18:08:56 - Setting up loss2/classifier
INFO - 18:08:56 - Top shape: 32 1000 (32000)
INFO - 18:08:56 - Memory required for data: 1611459076
INFO - 18:08:56 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 18:08:56 - Creating Layer loss2/loss
INFO - 18:08:56 - loss2/loss <- loss2/classifier
INFO - 18:08:56 - loss2/loss <- label_data_1_split_1
INFO - 18:08:56 - loss2/loss -> loss2/loss1
INFO - 18:08:56 - Creating layer / name=loss2/loss / type=Softmax
INFO - 18:08:56 - Setting up loss2/loss
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - with loss weight 0.3
INFO - 18:08:56 - Memory required for data: 1611459080
INFO - 18:08:56 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/1x1
INFO - 18:08:56 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 18:08:56 - inception_4e/1x1 -> inception_4e/1x1
INFO - 18:08:56 - Setting up inception_4e/1x1
INFO - 18:08:56 - Top shape: 32 256 14 14 (1605632)
INFO - 18:08:56 - Memory required for data: 1617881608
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_1x1
INFO - 18:08:56 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 18:08:56 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_1x1
INFO - 18:08:56 - Top shape: 32 256 14 14 (1605632)
INFO - 18:08:56 - Memory required for data: 1624304136
INFO - 18:08:56 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/3x3_reduce
INFO - 18:08:56 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 18:08:56 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 18:08:56 - Setting up inception_4e/3x3_reduce
INFO - 18:08:56 - Top shape: 32 160 14 14 (1003520)
INFO - 18:08:56 - Memory required for data: 1628318216
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 18:08:56 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 18:08:56 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 160 14 14 (1003520)
INFO - 18:08:56 - Memory required for data: 1632332296
INFO - 18:08:56 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/3x3
INFO - 18:08:56 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 18:08:56 - inception_4e/3x3 -> inception_4e/3x3
INFO - 18:08:56 - Setting up inception_4e/3x3
INFO - 18:08:56 - Top shape: 32 320 14 14 (2007040)
INFO - 18:08:56 - Memory required for data: 1640360456
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_3x3
INFO - 18:08:56 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 18:08:56 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_3x3
INFO - 18:08:56 - Top shape: 32 320 14 14 (2007040)
INFO - 18:08:56 - Memory required for data: 1648388616
INFO - 18:08:56 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/5x5_reduce
INFO - 18:08:56 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 18:08:56 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 18:08:56 - Setting up inception_4e/5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 14 14 (200704)
INFO - 18:08:56 - Memory required for data: 1649191432
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 18:08:56 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 18:08:56 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 14 14 (200704)
INFO - 18:08:56 - Memory required for data: 1649994248
INFO - 18:08:56 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/5x5
INFO - 18:08:56 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 18:08:56 - inception_4e/5x5 -> inception_4e/5x5
INFO - 18:08:56 - Setting up inception_4e/5x5
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1653205512
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_5x5
INFO - 18:08:56 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 18:08:56 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_5x5
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1656416776
INFO - 18:08:56 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4e/pool
INFO - 18:08:56 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 18:08:56 - inception_4e/pool -> inception_4e/pool
INFO - 18:08:56 - Setting up inception_4e/pool
INFO - 18:08:56 - Top shape: 32 528 14 14 (3311616)
INFO - 18:08:56 - Memory required for data: 1669663240
INFO - 18:08:56 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/pool_proj
INFO - 18:08:56 - inception_4e/pool_proj <- inception_4e/pool
INFO - 18:08:56 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 18:08:56 - Setting up inception_4e/pool_proj
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1672874504
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_pool_proj
INFO - 18:08:56 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 18:08:56 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 128 14 14 (802816)
INFO - 18:08:56 - Memory required for data: 1676085768
INFO - 18:08:56 - Creating layer / name=inception_4e/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4e/output
INFO - 18:08:56 - inception_4e/output <- inception_4e/1x1
INFO - 18:08:56 - inception_4e/output <- inception_4e/3x3
INFO - 18:08:56 - inception_4e/output <- inception_4e/5x5
INFO - 18:08:56 - inception_4e/output <- inception_4e/pool_proj
INFO - 18:08:56 - inception_4e/output -> inception_4e/output
INFO - 18:08:56 - Setting up inception_4e/output
INFO - 18:08:56 - Top shape: 32 832 14 14 (5218304)
INFO - 18:08:56 - Memory required for data: 1696958984
INFO - 18:08:56 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool4/3x3_s2
INFO - 18:08:56 - pool4/3x3_s2 <- inception_4e/output
INFO - 18:08:56 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 18:08:56 - Setting up pool4/3x3_s2
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Memory required for data: 1702177288
INFO - 18:08:56 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 18:08:56 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 18:08:56 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Memory required for data: 1723050504
INFO - 18:08:56 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/1x1
INFO - 18:08:56 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 18:08:56 - inception_5a/1x1 -> inception_5a/1x1
INFO - 18:08:56 - Setting up inception_5a/1x1
INFO - 18:08:56 - Top shape: 32 256 7 7 (401408)
INFO - 18:08:56 - Memory required for data: 1724656136
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_1x1
INFO - 18:08:56 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 18:08:56 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_1x1
INFO - 18:08:56 - Top shape: 32 256 7 7 (401408)
INFO - 18:08:56 - Memory required for data: 1726261768
INFO - 18:08:56 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/3x3_reduce
INFO - 18:08:56 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 18:08:56 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 18:08:56 - Setting up inception_5a/3x3_reduce
INFO - 18:08:56 - Top shape: 32 160 7 7 (250880)
INFO - 18:08:56 - Memory required for data: 1727265288
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 18:08:56 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 18:08:56 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 160 7 7 (250880)
INFO - 18:08:56 - Memory required for data: 1728268808
INFO - 18:08:56 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/3x3
INFO - 18:08:56 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 18:08:56 - inception_5a/3x3 -> inception_5a/3x3
INFO - 18:08:56 - Setting up inception_5a/3x3
INFO - 18:08:56 - Top shape: 32 320 7 7 (501760)
INFO - 18:08:56 - Memory required for data: 1730275848
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_3x3
INFO - 18:08:56 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 18:08:56 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_3x3
INFO - 18:08:56 - Top shape: 32 320 7 7 (501760)
INFO - 18:08:56 - Memory required for data: 1732282888
INFO - 18:08:56 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/5x5_reduce
INFO - 18:08:56 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 18:08:56 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 18:08:56 - Setting up inception_5a/5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 7 7 (50176)
INFO - 18:08:56 - Memory required for data: 1732483592
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 18:08:56 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 18:08:56 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 32 7 7 (50176)
INFO - 18:08:56 - Memory required for data: 1732684296
INFO - 18:08:56 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/5x5
INFO - 18:08:56 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 18:08:56 - inception_5a/5x5 -> inception_5a/5x5
INFO - 18:08:56 - Setting up inception_5a/5x5
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1733487112
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_5x5
INFO - 18:08:56 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 18:08:56 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_5x5
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1734289928
INFO - 18:08:56 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_5a/pool
INFO - 18:08:56 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 18:08:56 - inception_5a/pool -> inception_5a/pool
INFO - 18:08:56 - Setting up inception_5a/pool
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Memory required for data: 1739508232
INFO - 18:08:56 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/pool_proj
INFO - 18:08:56 - inception_5a/pool_proj <- inception_5a/pool
INFO - 18:08:56 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 18:08:56 - Setting up inception_5a/pool_proj
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1740311048
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_pool_proj
INFO - 18:08:56 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 18:08:56 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1741113864
INFO - 18:08:56 - Creating layer / name=inception_5a/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_5a/output
INFO - 18:08:56 - inception_5a/output <- inception_5a/1x1
INFO - 18:08:56 - inception_5a/output <- inception_5a/3x3
INFO - 18:08:56 - inception_5a/output <- inception_5a/5x5
INFO - 18:08:56 - inception_5a/output <- inception_5a/pool_proj
INFO - 18:08:56 - inception_5a/output -> inception_5a/output
INFO - 18:08:56 - Setting up inception_5a/output
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Memory required for data: 1746332168
INFO - 18:08:56 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 18:08:56 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Memory required for data: 1767205384
INFO - 18:08:56 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/1x1
INFO - 18:08:56 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 18:08:56 - inception_5b/1x1 -> inception_5b/1x1
INFO - 18:08:56 - Setting up inception_5b/1x1
INFO - 18:08:56 - Top shape: 32 384 7 7 (602112)
INFO - 18:08:56 - Memory required for data: 1769613832
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_1x1
INFO - 18:08:56 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 18:08:56 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_1x1
INFO - 18:08:56 - Top shape: 32 384 7 7 (602112)
INFO - 18:08:56 - Memory required for data: 1772022280
INFO - 18:08:56 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/3x3_reduce
INFO - 18:08:56 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 18:08:56 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 18:08:56 - Setting up inception_5b/3x3_reduce
INFO - 18:08:56 - Top shape: 32 192 7 7 (301056)
INFO - 18:08:56 - Memory required for data: 1773226504
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 18:08:56 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 18:08:56 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 32 192 7 7 (301056)
INFO - 18:08:56 - Memory required for data: 1774430728
INFO - 18:08:56 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/3x3
INFO - 18:08:56 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 18:08:56 - inception_5b/3x3 -> inception_5b/3x3
INFO - 18:08:56 - Setting up inception_5b/3x3
INFO - 18:08:56 - Top shape: 32 384 7 7 (602112)
INFO - 18:08:56 - Memory required for data: 1776839176
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_3x3
INFO - 18:08:56 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 18:08:56 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_3x3
INFO - 18:08:56 - Top shape: 32 384 7 7 (602112)
INFO - 18:08:56 - Memory required for data: 1779247624
INFO - 18:08:56 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/5x5_reduce
INFO - 18:08:56 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 18:08:56 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 18:08:56 - Setting up inception_5b/5x5_reduce
INFO - 18:08:56 - Top shape: 32 48 7 7 (75264)
INFO - 18:08:56 - Memory required for data: 1779548680
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 18:08:56 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 18:08:56 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 32 48 7 7 (75264)
INFO - 18:08:56 - Memory required for data: 1779849736
INFO - 18:08:56 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/5x5
INFO - 18:08:56 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 18:08:56 - inception_5b/5x5 -> inception_5b/5x5
INFO - 18:08:56 - Setting up inception_5b/5x5
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1780652552
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_5x5
INFO - 18:08:56 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 18:08:56 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_5x5
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1781455368
INFO - 18:08:56 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_5b/pool
INFO - 18:08:56 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 18:08:56 - inception_5b/pool -> inception_5b/pool
INFO - 18:08:56 - Setting up inception_5b/pool
INFO - 18:08:56 - Top shape: 32 832 7 7 (1304576)
INFO - 18:08:56 - Memory required for data: 1786673672
INFO - 18:08:56 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/pool_proj
INFO - 18:08:56 - inception_5b/pool_proj <- inception_5b/pool
INFO - 18:08:56 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 18:08:56 - Setting up inception_5b/pool_proj
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1787476488
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_pool_proj
INFO - 18:08:56 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 18:08:56 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_pool_proj
INFO - 18:08:56 - Top shape: 32 128 7 7 (200704)
INFO - 18:08:56 - Memory required for data: 1788279304
INFO - 18:08:56 - Creating layer / name=inception_5b/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_5b/output
INFO - 18:08:56 - inception_5b/output <- inception_5b/1x1
INFO - 18:08:56 - inception_5b/output <- inception_5b/3x3
INFO - 18:08:56 - inception_5b/output <- inception_5b/5x5
INFO - 18:08:56 - inception_5b/output <- inception_5b/pool_proj
INFO - 18:08:56 - inception_5b/output -> inception_5b/output
INFO - 18:08:56 - Setting up inception_5b/output
INFO - 18:08:56 - Top shape: 32 1024 7 7 (1605632)
INFO - 18:08:56 - Memory required for data: 1794701832
INFO - 18:08:56 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 18:08:56 - Creating Layer pool5/7x7_s1
INFO - 18:08:56 - pool5/7x7_s1 <- inception_5b/output
INFO - 18:08:56 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 18:08:56 - Setting up pool5/7x7_s1
INFO - 18:08:56 - Top shape: 32 1024 1 1 (32768)
INFO - 18:08:56 - Memory required for data: 1794832904
INFO - 18:08:56 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 18:08:56 - Creating Layer pool5/drop_7x7_s1
INFO - 18:08:56 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 18:08:56 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 18:08:56 - Setting up pool5/drop_7x7_s1
INFO - 18:08:56 - Top shape: 32 1024 1 1 (32768)
INFO - 18:08:56 - Memory required for data: 1794963976
INFO - 18:08:56 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss3/classifier
INFO - 18:08:56 - loss3/classifier <- pool5/7x7_s1
INFO - 18:08:56 - loss3/classifier -> loss3/classifier
INFO - 18:08:56 - Setting up loss3/classifier
INFO - 18:08:56 - Top shape: 32 12 (384)
INFO - 18:08:56 - Memory required for data: 1794965512
INFO - 18:08:56 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 18:08:56 - Creating Layer loss3/loss3
INFO - 18:08:56 - loss3/loss3 <- loss3/classifier
INFO - 18:08:56 - loss3/loss3 <- label_data_1_split_2
INFO - 18:08:56 - loss3/loss3 -> loss3/loss3
INFO - 18:08:56 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 18:08:56 - Setting up loss3/loss3
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - with loss weight 1
INFO - 18:08:56 - Memory required for data: 1794965516
INFO - 18:08:56 - loss3/loss3 needs backward computation.
INFO - 18:08:56 - loss3/classifier needs backward computation.
INFO - 18:08:56 - pool5/drop_7x7_s1 needs backward computation.
INFO - 18:08:56 - pool5/7x7_s1 needs backward computation.
INFO - 18:08:56 - inception_5b/output needs backward computation.
INFO - 18:08:56 - inception_5b/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_5b/pool_proj needs backward computation.
INFO - 18:08:56 - inception_5b/pool needs backward computation.
INFO - 18:08:56 - inception_5b/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_5b/5x5 needs backward computation.
INFO - 18:08:56 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_5b/3x3 needs backward computation.
INFO - 18:08:56 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_5b/1x1 needs backward computation.
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 18:08:56 - inception_5a/output needs backward computation.
INFO - 18:08:56 - inception_5a/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_5a/pool_proj needs backward computation.
INFO - 18:08:56 - inception_5a/pool needs backward computation.
INFO - 18:08:56 - inception_5a/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_5a/5x5 needs backward computation.
INFO - 18:08:56 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_5a/3x3 needs backward computation.
INFO - 18:08:56 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_5a/1x1 needs backward computation.
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 18:08:56 - pool4/3x3_s2 needs backward computation.
INFO - 18:08:56 - inception_4e/output needs backward computation.
INFO - 18:08:56 - inception_4e/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4e/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4e/pool needs backward computation.
INFO - 18:08:56 - inception_4e/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4e/5x5 needs backward computation.
INFO - 18:08:56 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4e/3x3 needs backward computation.
INFO - 18:08:56 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4e/1x1 needs backward computation.
INFO - 18:08:56 - loss2/loss needs backward computation.
INFO - 18:08:56 - loss2/classifier needs backward computation.
INFO - 18:08:56 - loss2/drop_fc needs backward computation.
INFO - 18:08:56 - loss2/relu_fc needs backward computation.
INFO - 18:08:56 - loss2/fc needs backward computation.
INFO - 18:08:56 - loss2/relu_conv needs backward computation.
INFO - 18:08:56 - loss2/conv needs backward computation.
INFO - 18:08:56 - loss2/ave_pool needs backward computation.
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4d/output needs backward computation.
INFO - 18:08:56 - inception_4d/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4d/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4d/pool needs backward computation.
INFO - 18:08:56 - inception_4d/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4d/5x5 needs backward computation.
INFO - 18:08:56 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4d/3x3 needs backward computation.
INFO - 18:08:56 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4d/1x1 needs backward computation.
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4c/output needs backward computation.
INFO - 18:08:56 - inception_4c/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4c/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4c/pool needs backward computation.
INFO - 18:08:56 - inception_4c/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4c/5x5 needs backward computation.
INFO - 18:08:56 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4c/3x3 needs backward computation.
INFO - 18:08:56 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4c/1x1 needs backward computation.
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4b/output needs backward computation.
INFO - 18:08:56 - inception_4b/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4b/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4b/pool needs backward computation.
INFO - 18:08:56 - inception_4b/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4b/5x5 needs backward computation.
INFO - 18:08:56 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4b/3x3 needs backward computation.
INFO - 18:08:56 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4b/1x1 needs backward computation.
INFO - 18:08:56 - loss1/loss needs backward computation.
INFO - 18:08:56 - loss1/classifier needs backward computation.
INFO - 18:08:56 - loss1/drop_fc needs backward computation.
INFO - 18:08:56 - loss1/relu_fc needs backward computation.
INFO - 18:08:56 - loss1/fc needs backward computation.
INFO - 18:08:56 - loss1/relu_conv needs backward computation.
INFO - 18:08:56 - loss1/conv needs backward computation.
INFO - 18:08:56 - loss1/ave_pool needs backward computation.
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4a/output needs backward computation.
INFO - 18:08:56 - inception_4a/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4a/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4a/pool needs backward computation.
INFO - 18:08:56 - inception_4a/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4a/5x5 needs backward computation.
INFO - 18:08:56 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4a/3x3 needs backward computation.
INFO - 18:08:56 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4a/1x1 needs backward computation.
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 18:08:56 - pool3/3x3_s2 needs backward computation.
INFO - 18:08:56 - inception_3b/output needs backward computation.
INFO - 18:08:56 - inception_3b/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_3b/pool_proj needs backward computation.
INFO - 18:08:56 - inception_3b/pool needs backward computation.
INFO - 18:08:56 - inception_3b/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_3b/5x5 needs backward computation.
INFO - 18:08:56 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_3b/3x3 needs backward computation.
INFO - 18:08:56 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_3b/1x1 needs backward computation.
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 18:08:56 - inception_3a/output needs backward computation.
INFO - 18:08:56 - inception_3a/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_3a/pool_proj needs backward computation.
INFO - 18:08:56 - inception_3a/pool needs backward computation.
INFO - 18:08:56 - inception_3a/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_3a/5x5 needs backward computation.
INFO - 18:08:56 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_3a/3x3 needs backward computation.
INFO - 18:08:56 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_3a/1x1 needs backward computation.
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 18:08:56 - pool2/3x3_s2 needs backward computation.
INFO - 18:08:56 - conv2/norm2 needs backward computation.
INFO - 18:08:56 - conv2/relu_3x3 needs backward computation.
INFO - 18:08:56 - conv2/3x3 needs backward computation.
INFO - 18:08:56 - conv2/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - conv2/3x3_reduce needs backward computation.
INFO - 18:08:56 - pool1/norm1 needs backward computation.
INFO - 18:08:56 - pool1/3x3_s2 needs backward computation.
INFO - 18:08:56 - conv1/relu_7x7 needs backward computation.
INFO - 18:08:56 - conv1/7x7_s2 needs backward computation.
INFO - 18:08:56 - label_data_1_split does not need backward computation.
INFO - 18:08:56 - data does not need backward computation.
INFO - 18:08:56 - This network produces output loss1/loss1
INFO - 18:08:56 - This network produces output loss2/loss1
INFO - 18:08:56 - This network produces output loss3/loss3
INFO - 18:08:56 - Network initialization done.
INFO - 18:08:56 - Creating test net (#0) specified by net_param
INFO - 18:08:56 - The NetState phase (1) differed from the phase (0) specified by a rule in layer data
INFO - 18:08:56 - Initializing net from parameters:
INFO - 18:08:56 - Creating layer / name=googlenet / type=MemoryData
INFO - 18:08:56 - Creating Layer googlenet
INFO - 18:08:56 - googlenet -> data
INFO - 18:08:56 - googlenet -> label
INFO - 18:08:56 - Setting up googlenet
INFO - 18:08:56 - Top shape: 24 3 224 224 (3612672)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Memory required for data: 14450784
INFO - 18:08:56 - Creating layer / name=label_googlenet_1_split / type=Split
INFO - 18:08:56 - Creating Layer label_googlenet_1_split
INFO - 18:08:56 - label_googlenet_1_split <- label
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_0
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_1
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_2
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_3
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_4
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_5
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_6
INFO - 18:08:56 - label_googlenet_1_split -> label_googlenet_1_split_7
INFO - 18:08:56 - Setting up label_googlenet_1_split
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Top shape: 24 (24)
INFO - 18:08:56 - Memory required for data: 14451552
INFO - 18:08:56 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 18:08:56 - Creating Layer conv1/7x7_s2
INFO - 18:08:56 - conv1/7x7_s2 <- data
INFO - 18:08:56 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 18:08:56 - Setting up conv1/7x7_s2
INFO - 18:08:56 - Top shape: 24 64 112 112 (19267584)
INFO - 18:08:56 - Memory required for data: 91521888
INFO - 18:08:56 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 18:08:56 - Creating Layer conv1/relu_7x7
INFO - 18:08:56 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 18:08:56 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 18:08:56 - Setting up conv1/relu_7x7
INFO - 18:08:56 - Top shape: 24 64 112 112 (19267584)
INFO - 18:08:56 - Memory required for data: 168592224
INFO - 18:08:56 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool1/3x3_s2
INFO - 18:08:56 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 18:08:56 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 18:08:56 - Setting up pool1/3x3_s2
INFO - 18:08:56 - Top shape: 24 64 56 56 (4816896)
INFO - 18:08:56 - Memory required for data: 187859808
INFO - 18:08:56 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 18:08:56 - Creating Layer pool1/norm1
INFO - 18:08:56 - pool1/norm1 <- pool1/3x3_s2
INFO - 18:08:56 - pool1/norm1 -> pool1/norm1
INFO - 18:08:56 - Setting up pool1/norm1
INFO - 18:08:56 - Top shape: 24 64 56 56 (4816896)
INFO - 18:08:56 - Memory required for data: 207127392
INFO - 18:08:56 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer conv2/3x3_reduce
INFO - 18:08:56 - conv2/3x3_reduce <- pool1/norm1
INFO - 18:08:56 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 18:08:56 - Setting up conv2/3x3_reduce
INFO - 18:08:56 - Top shape: 24 64 56 56 (4816896)
INFO - 18:08:56 - Memory required for data: 226394976
INFO - 18:08:56 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer conv2/relu_3x3_reduce
INFO - 18:08:56 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 18:08:56 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up conv2/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 64 56 56 (4816896)
INFO - 18:08:56 - Memory required for data: 245662560
INFO - 18:08:56 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer conv2/3x3
INFO - 18:08:56 - conv2/3x3 <- conv2/3x3_reduce
INFO - 18:08:56 - conv2/3x3 -> conv2/3x3
INFO - 18:08:56 - Setting up conv2/3x3
INFO - 18:08:56 - Top shape: 24 192 56 56 (14450688)
INFO - 18:08:56 - Memory required for data: 303465312
INFO - 18:08:56 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer conv2/relu_3x3
INFO - 18:08:56 - conv2/relu_3x3 <- conv2/3x3
INFO - 18:08:56 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 18:08:56 - Setting up conv2/relu_3x3
INFO - 18:08:56 - Top shape: 24 192 56 56 (14450688)
INFO - 18:08:56 - Memory required for data: 361268064
INFO - 18:08:56 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 18:08:56 - Creating Layer conv2/norm2
INFO - 18:08:56 - conv2/norm2 <- conv2/3x3
INFO - 18:08:56 - conv2/norm2 -> conv2/norm2
INFO - 18:08:56 - Setting up conv2/norm2
INFO - 18:08:56 - Top shape: 24 192 56 56 (14450688)
INFO - 18:08:56 - Memory required for data: 419070816
INFO - 18:08:56 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool2/3x3_s2
INFO - 18:08:56 - pool2/3x3_s2 <- conv2/norm2
INFO - 18:08:56 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 18:08:56 - Setting up pool2/3x3_s2
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Memory required for data: 433521504
INFO - 18:08:56 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 18:08:56 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 18:08:56 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Memory required for data: 491324256
INFO - 18:08:56 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/1x1
INFO - 18:08:56 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 18:08:56 - inception_3a/1x1 -> inception_3a/1x1
INFO - 18:08:56 - Setting up inception_3a/1x1
INFO - 18:08:56 - Top shape: 24 64 28 28 (1204224)
INFO - 18:08:56 - Memory required for data: 496141152
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_1x1
INFO - 18:08:56 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 18:08:56 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_1x1
INFO - 18:08:56 - Top shape: 24 64 28 28 (1204224)
INFO - 18:08:56 - Memory required for data: 500958048
INFO - 18:08:56 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/3x3_reduce
INFO - 18:08:56 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 18:08:56 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 18:08:56 - Setting up inception_3a/3x3_reduce
INFO - 18:08:56 - Top shape: 24 96 28 28 (1806336)
INFO - 18:08:56 - Memory required for data: 508183392
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 18:08:56 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 18:08:56 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 96 28 28 (1806336)
INFO - 18:08:56 - Memory required for data: 515408736
INFO - 18:08:56 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/3x3
INFO - 18:08:56 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 18:08:56 - inception_3a/3x3 -> inception_3a/3x3
INFO - 18:08:56 - Setting up inception_3a/3x3
INFO - 18:08:56 - Top shape: 24 128 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 525042528
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_3x3
INFO - 18:08:56 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 18:08:56 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_3x3
INFO - 18:08:56 - Top shape: 24 128 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 534676320
INFO - 18:08:56 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/5x5_reduce
INFO - 18:08:56 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 18:08:56 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 18:08:56 - Setting up inception_3a/5x5_reduce
INFO - 18:08:56 - Top shape: 24 16 28 28 (301056)
INFO - 18:08:56 - Memory required for data: 535880544
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 18:08:56 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 18:08:56 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 16 28 28 (301056)
INFO - 18:08:56 - Memory required for data: 537084768
INFO - 18:08:56 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/5x5
INFO - 18:08:56 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 18:08:56 - inception_3a/5x5 -> inception_3a/5x5
INFO - 18:08:56 - Setting up inception_3a/5x5
INFO - 18:08:56 - Top shape: 24 32 28 28 (602112)
INFO - 18:08:56 - Memory required for data: 539493216
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_5x5
INFO - 18:08:56 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 18:08:56 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_5x5
INFO - 18:08:56 - Top shape: 24 32 28 28 (602112)
INFO - 18:08:56 - Memory required for data: 541901664
INFO - 18:08:56 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_3a/pool
INFO - 18:08:56 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 18:08:56 - inception_3a/pool -> inception_3a/pool
INFO - 18:08:56 - Setting up inception_3a/pool
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Memory required for data: 556352352
INFO - 18:08:56 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3a/pool_proj
INFO - 18:08:56 - inception_3a/pool_proj <- inception_3a/pool
INFO - 18:08:56 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 18:08:56 - Setting up inception_3a/pool_proj
INFO - 18:08:56 - Top shape: 24 32 28 28 (602112)
INFO - 18:08:56 - Memory required for data: 558760800
INFO - 18:08:56 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3a/relu_pool_proj
INFO - 18:08:56 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 18:08:56 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_3a/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 32 28 28 (602112)
INFO - 18:08:56 - Memory required for data: 561169248
INFO - 18:08:56 - Creating layer / name=inception_3a/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_3a/output
INFO - 18:08:56 - inception_3a/output <- inception_3a/1x1
INFO - 18:08:56 - inception_3a/output <- inception_3a/3x3
INFO - 18:08:56 - inception_3a/output <- inception_3a/5x5
INFO - 18:08:56 - inception_3a/output <- inception_3a/pool_proj
INFO - 18:08:56 - inception_3a/output -> inception_3a/output
INFO - 18:08:56 - Setting up inception_3a/output
INFO - 18:08:56 - Top shape: 24 256 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 580436832
INFO - 18:08:56 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 18:08:56 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 18:08:56 - Top shape: 24 256 28 28 (4816896)
INFO - 18:08:56 - Top shape: 24 256 28 28 (4816896)
INFO - 18:08:56 - Top shape: 24 256 28 28 (4816896)
INFO - 18:08:56 - Top shape: 24 256 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 657507168
INFO - 18:08:56 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/1x1
INFO - 18:08:56 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 18:08:56 - inception_3b/1x1 -> inception_3b/1x1
INFO - 18:08:56 - Setting up inception_3b/1x1
INFO - 18:08:56 - Top shape: 24 128 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 667140960
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_1x1
INFO - 18:08:56 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 18:08:56 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_1x1
INFO - 18:08:56 - Top shape: 24 128 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 676774752
INFO - 18:08:56 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/3x3_reduce
INFO - 18:08:56 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 18:08:56 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 18:08:56 - Setting up inception_3b/3x3_reduce
INFO - 18:08:56 - Top shape: 24 128 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 686408544
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 18:08:56 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 18:08:56 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 128 28 28 (2408448)
INFO - 18:08:56 - Memory required for data: 696042336
INFO - 18:08:56 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/3x3
INFO - 18:08:56 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 18:08:56 - inception_3b/3x3 -> inception_3b/3x3
INFO - 18:08:56 - Setting up inception_3b/3x3
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Memory required for data: 710493024
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_3x3
INFO - 18:08:56 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 18:08:56 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_3x3
INFO - 18:08:56 - Top shape: 24 192 28 28 (3612672)
INFO - 18:08:56 - Memory required for data: 724943712
INFO - 18:08:56 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/5x5_reduce
INFO - 18:08:56 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 18:08:56 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 18:08:56 - Setting up inception_3b/5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 28 28 (602112)
INFO - 18:08:56 - Memory required for data: 727352160
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 18:08:56 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 18:08:56 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 28 28 (602112)
INFO - 18:08:56 - Memory required for data: 729760608
INFO - 18:08:56 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/5x5
INFO - 18:08:56 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 18:08:56 - inception_3b/5x5 -> inception_3b/5x5
INFO - 18:08:56 - Setting up inception_3b/5x5
INFO - 18:08:56 - Top shape: 24 96 28 28 (1806336)
INFO - 18:08:56 - Memory required for data: 736985952
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_5x5
INFO - 18:08:56 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 18:08:56 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_5x5
INFO - 18:08:56 - Top shape: 24 96 28 28 (1806336)
INFO - 18:08:56 - Memory required for data: 744211296
INFO - 18:08:56 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_3b/pool
INFO - 18:08:56 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 18:08:56 - inception_3b/pool -> inception_3b/pool
INFO - 18:08:56 - Setting up inception_3b/pool
INFO - 18:08:56 - Top shape: 24 256 28 28 (4816896)
INFO - 18:08:56 - Memory required for data: 763478880
INFO - 18:08:56 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_3b/pool_proj
INFO - 18:08:56 - inception_3b/pool_proj <- inception_3b/pool
INFO - 18:08:56 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 18:08:56 - Setting up inception_3b/pool_proj
INFO - 18:08:56 - Top shape: 24 64 28 28 (1204224)
INFO - 18:08:56 - Memory required for data: 768295776
INFO - 18:08:56 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_3b/relu_pool_proj
INFO - 18:08:56 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 18:08:56 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_3b/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 64 28 28 (1204224)
INFO - 18:08:56 - Memory required for data: 773112672
INFO - 18:08:56 - Creating layer / name=inception_3b/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_3b/output
INFO - 18:08:56 - inception_3b/output <- inception_3b/1x1
INFO - 18:08:56 - inception_3b/output <- inception_3b/3x3
INFO - 18:08:56 - inception_3b/output <- inception_3b/5x5
INFO - 18:08:56 - inception_3b/output <- inception_3b/pool_proj
INFO - 18:08:56 - inception_3b/output -> inception_3b/output
INFO - 18:08:56 - Setting up inception_3b/output
INFO - 18:08:56 - Top shape: 24 480 28 28 (9031680)
INFO - 18:08:56 - Memory required for data: 809239392
INFO - 18:08:56 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool3/3x3_s2
INFO - 18:08:56 - pool3/3x3_s2 <- inception_3b/output
INFO - 18:08:56 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 18:08:56 - Setting up pool3/3x3_s2
INFO - 18:08:56 - Top shape: 24 480 14 14 (2257920)
INFO - 18:08:56 - Memory required for data: 818271072
INFO - 18:08:56 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 18:08:56 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 18:08:56 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 18:08:56 - Top shape: 24 480 14 14 (2257920)
INFO - 18:08:56 - Top shape: 24 480 14 14 (2257920)
INFO - 18:08:56 - Top shape: 24 480 14 14 (2257920)
INFO - 18:08:56 - Top shape: 24 480 14 14 (2257920)
INFO - 18:08:56 - Memory required for data: 854397792
INFO - 18:08:56 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/1x1
INFO - 18:08:56 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 18:08:56 - inception_4a/1x1 -> inception_4a/1x1
INFO - 18:08:56 - Setting up inception_4a/1x1
INFO - 18:08:56 - Top shape: 24 192 14 14 (903168)
INFO - 18:08:56 - Memory required for data: 858010464
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_1x1
INFO - 18:08:56 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 18:08:56 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_1x1
INFO - 18:08:56 - Top shape: 24 192 14 14 (903168)
INFO - 18:08:56 - Memory required for data: 861623136
INFO - 18:08:56 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/3x3_reduce
INFO - 18:08:56 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 18:08:56 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 18:08:56 - Setting up inception_4a/3x3_reduce
INFO - 18:08:56 - Top shape: 24 96 14 14 (451584)
INFO - 18:08:56 - Memory required for data: 863429472
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 18:08:56 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 18:08:56 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 96 14 14 (451584)
INFO - 18:08:56 - Memory required for data: 865235808
INFO - 18:08:56 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/3x3
INFO - 18:08:56 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 18:08:56 - inception_4a/3x3 -> inception_4a/3x3
INFO - 18:08:56 - Setting up inception_4a/3x3
INFO - 18:08:56 - Top shape: 24 208 14 14 (978432)
INFO - 18:08:56 - Memory required for data: 869149536
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_3x3
INFO - 18:08:56 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 18:08:56 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_3x3
INFO - 18:08:56 - Top shape: 24 208 14 14 (978432)
INFO - 18:08:56 - Memory required for data: 873063264
INFO - 18:08:56 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/5x5_reduce
INFO - 18:08:56 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 18:08:56 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 18:08:56 - Setting up inception_4a/5x5_reduce
INFO - 18:08:56 - Top shape: 24 16 14 14 (75264)
INFO - 18:08:56 - Memory required for data: 873364320
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 18:08:56 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 18:08:56 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 16 14 14 (75264)
INFO - 18:08:56 - Memory required for data: 873665376
INFO - 18:08:56 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/5x5
INFO - 18:08:56 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 18:08:56 - inception_4a/5x5 -> inception_4a/5x5
INFO - 18:08:56 - Setting up inception_4a/5x5
INFO - 18:08:56 - Top shape: 24 48 14 14 (225792)
INFO - 18:08:56 - Memory required for data: 874568544
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_5x5
INFO - 18:08:56 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 18:08:56 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_5x5
INFO - 18:08:56 - Top shape: 24 48 14 14 (225792)
INFO - 18:08:56 - Memory required for data: 875471712
INFO - 18:08:56 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4a/pool
INFO - 18:08:56 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 18:08:56 - inception_4a/pool -> inception_4a/pool
INFO - 18:08:56 - Setting up inception_4a/pool
INFO - 18:08:56 - Top shape: 24 480 14 14 (2257920)
INFO - 18:08:56 - Memory required for data: 884503392
INFO - 18:08:56 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4a/pool_proj
INFO - 18:08:56 - inception_4a/pool_proj <- inception_4a/pool
INFO - 18:08:56 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 18:08:56 - Setting up inception_4a/pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 885707616
INFO - 18:08:56 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4a/relu_pool_proj
INFO - 18:08:56 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 18:08:56 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4a/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 886911840
INFO - 18:08:56 - Creating layer / name=inception_4a/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4a/output
INFO - 18:08:56 - inception_4a/output <- inception_4a/1x1
INFO - 18:08:56 - inception_4a/output <- inception_4a/3x3
INFO - 18:08:56 - inception_4a/output <- inception_4a/5x5
INFO - 18:08:56 - inception_4a/output <- inception_4a/pool_proj
INFO - 18:08:56 - inception_4a/output -> inception_4a/output
INFO - 18:08:56 - Setting up inception_4a/output
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 896545632
INFO - 18:08:56 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_4
INFO - 18:08:56 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 944714592
INFO - 18:08:56 - Creating layer / name=loss1/ave_pool / type=Pooling
INFO - 18:08:56 - Creating Layer loss1/ave_pool
INFO - 18:08:56 - loss1/ave_pool <- inception_4a/output_inception_4a/output_0_split_0
INFO - 18:08:56 - loss1/ave_pool -> loss1/ave_pool
INFO - 18:08:56 - Setting up loss1/ave_pool
INFO - 18:08:56 - Top shape: 24 512 4 4 (196608)
INFO - 18:08:56 - Memory required for data: 945501024
INFO - 18:08:56 - Creating layer / name=loss1/conv / type=Convolution
INFO - 18:08:56 - Creating Layer loss1/conv
INFO - 18:08:56 - loss1/conv <- loss1/ave_pool
INFO - 18:08:56 - loss1/conv -> loss1/conv
INFO - 18:08:56 - Setting up loss1/conv
INFO - 18:08:56 - Top shape: 24 128 4 4 (49152)
INFO - 18:08:56 - Memory required for data: 945697632
INFO - 18:08:56 - Creating layer / name=loss1/relu_conv / type=ReLU
INFO - 18:08:56 - Creating Layer loss1/relu_conv
INFO - 18:08:56 - loss1/relu_conv <- loss1/conv
INFO - 18:08:56 - loss1/relu_conv -> loss1/conv (in-place)
INFO - 18:08:56 - Setting up loss1/relu_conv
INFO - 18:08:56 - Top shape: 24 128 4 4 (49152)
INFO - 18:08:56 - Memory required for data: 945894240
INFO - 18:08:56 - Creating layer / name=loss1/fc / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss1/fc
INFO - 18:08:56 - loss1/fc <- loss1/conv
INFO - 18:08:56 - loss1/fc -> loss1/fc
INFO - 18:08:56 - Setting up loss1/fc
INFO - 18:08:56 - Top shape: 24 1024 (24576)
INFO - 18:08:56 - Memory required for data: 945992544
INFO - 18:08:56 - Creating layer / name=loss1/relu_fc / type=ReLU
INFO - 18:08:56 - Creating Layer loss1/relu_fc
INFO - 18:08:56 - loss1/relu_fc <- loss1/fc
INFO - 18:08:56 - loss1/relu_fc -> loss1/fc (in-place)
INFO - 18:08:56 - Setting up loss1/relu_fc
INFO - 18:08:56 - Top shape: 24 1024 (24576)
INFO - 18:08:56 - Memory required for data: 946090848
INFO - 18:08:56 - Creating layer / name=loss1/drop_fc / type=Dropout
INFO - 18:08:56 - Creating Layer loss1/drop_fc
INFO - 18:08:56 - loss1/drop_fc <- loss1/fc
INFO - 18:08:56 - loss1/drop_fc -> loss1/fc (in-place)
INFO - 18:08:56 - Setting up loss1/drop_fc
INFO - 18:08:56 - Top shape: 24 1024 (24576)
INFO - 18:08:56 - Memory required for data: 946189152
INFO - 18:08:56 - Creating layer / name=loss1/classifier / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss1/classifier
INFO - 18:08:56 - loss1/classifier <- loss1/fc
INFO - 18:08:56 - loss1/classifier -> loss1/classifier
INFO - 18:08:56 - Setting up loss1/classifier
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Memory required for data: 946285152
INFO - 18:08:56 - Creating layer / name=loss1/classifier_loss1/classifier_0_split / type=Split
INFO - 18:08:56 - Creating Layer loss1/classifier_loss1/classifier_0_split
INFO - 18:08:56 - loss1/classifier_loss1/classifier_0_split <- loss1/classifier
INFO - 18:08:56 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_0
INFO - 18:08:56 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_1
INFO - 18:08:56 - loss1/classifier_loss1/classifier_0_split -> loss1/classifier_loss1/classifier_0_split_2
INFO - 18:08:56 - Setting up loss1/classifier_loss1/classifier_0_split
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Memory required for data: 946573152
INFO - 18:08:56 - Creating layer / name=loss1/loss / type=SoftmaxWithLoss
INFO - 18:08:56 - Creating Layer loss1/loss
INFO - 18:08:56 - loss1/loss <- loss1/classifier_loss1/classifier_0_split_0
INFO - 18:08:56 - loss1/loss <- label_googlenet_1_split_0
INFO - 18:08:56 - loss1/loss -> loss1/loss1
INFO - 18:08:56 - Creating layer / name=loss1/loss / type=Softmax
INFO - 18:08:56 - Setting up loss1/loss
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - with loss weight 0.3
INFO - 18:08:56 - Memory required for data: 946573156
INFO - 18:08:56 - Creating layer / name=loss1/top-1 / type=Accuracy
INFO - 18:08:56 - Creating Layer loss1/top-1
INFO - 18:08:56 - loss1/top-1 <- loss1/classifier_loss1/classifier_0_split_1
INFO - 18:08:56 - loss1/top-1 <- label_googlenet_1_split_1
INFO - 18:08:56 - loss1/top-1 -> loss1/top-1
INFO - 18:08:56 - Setting up loss1/top-1
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - Memory required for data: 946573160
INFO - 18:08:56 - Creating layer / name=loss1/top-5 / type=Accuracy
INFO - 18:08:56 - Creating Layer loss1/top-5
INFO - 18:08:56 - loss1/top-5 <- loss1/classifier_loss1/classifier_0_split_2
INFO - 18:08:56 - loss1/top-5 <- label_googlenet_1_split_2
INFO - 18:08:56 - loss1/top-5 -> loss1/top-5
INFO - 18:08:56 - Setting up loss1/top-5
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - Memory required for data: 946573164
INFO - 18:08:56 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/1x1
INFO - 18:08:56 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_1
INFO - 18:08:56 - inception_4b/1x1 -> inception_4b/1x1
INFO - 18:08:56 - Setting up inception_4b/1x1
INFO - 18:08:56 - Top shape: 24 160 14 14 (752640)
INFO - 18:08:56 - Memory required for data: 949583724
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_1x1
INFO - 18:08:56 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 18:08:56 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_1x1
INFO - 18:08:56 - Top shape: 24 160 14 14 (752640)
INFO - 18:08:56 - Memory required for data: 952594284
INFO - 18:08:56 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/3x3_reduce
INFO - 18:08:56 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 18:08:56 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 18:08:56 - Setting up inception_4b/3x3_reduce
INFO - 18:08:56 - Top shape: 24 112 14 14 (526848)
INFO - 18:08:56 - Memory required for data: 954701676
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 18:08:56 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 18:08:56 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 112 14 14 (526848)
INFO - 18:08:56 - Memory required for data: 956809068
INFO - 18:08:56 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/3x3
INFO - 18:08:56 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 18:08:56 - inception_4b/3x3 -> inception_4b/3x3
INFO - 18:08:56 - Setting up inception_4b/3x3
INFO - 18:08:56 - Top shape: 24 224 14 14 (1053696)
INFO - 18:08:56 - Memory required for data: 961023852
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_3x3
INFO - 18:08:56 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 18:08:56 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_3x3
INFO - 18:08:56 - Top shape: 24 224 14 14 (1053696)
INFO - 18:08:56 - Memory required for data: 965238636
INFO - 18:08:56 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/5x5_reduce
INFO - 18:08:56 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_3
INFO - 18:08:56 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 18:08:56 - Setting up inception_4b/5x5_reduce
INFO - 18:08:56 - Top shape: 24 24 14 14 (112896)
INFO - 18:08:56 - Memory required for data: 965690220
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 18:08:56 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 18:08:56 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 24 14 14 (112896)
INFO - 18:08:56 - Memory required for data: 966141804
INFO - 18:08:56 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/5x5
INFO - 18:08:56 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 18:08:56 - inception_4b/5x5 -> inception_4b/5x5
INFO - 18:08:56 - Setting up inception_4b/5x5
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 967346028
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_5x5
INFO - 18:08:56 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 18:08:56 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_5x5
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 968550252
INFO - 18:08:56 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4b/pool
INFO - 18:08:56 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_4
INFO - 18:08:56 - inception_4b/pool -> inception_4b/pool
INFO - 18:08:56 - Setting up inception_4b/pool
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 978184044
INFO - 18:08:56 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4b/pool_proj
INFO - 18:08:56 - inception_4b/pool_proj <- inception_4b/pool
INFO - 18:08:56 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 18:08:56 - Setting up inception_4b/pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 979388268
INFO - 18:08:56 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4b/relu_pool_proj
INFO - 18:08:56 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 18:08:56 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4b/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 980592492
INFO - 18:08:56 - Creating layer / name=inception_4b/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4b/output
INFO - 18:08:56 - inception_4b/output <- inception_4b/1x1
INFO - 18:08:56 - inception_4b/output <- inception_4b/3x3
INFO - 18:08:56 - inception_4b/output <- inception_4b/5x5
INFO - 18:08:56 - inception_4b/output <- inception_4b/pool_proj
INFO - 18:08:56 - inception_4b/output -> inception_4b/output
INFO - 18:08:56 - Setting up inception_4b/output
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 990226284
INFO - 18:08:56 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 18:08:56 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 1028761452
INFO - 18:08:56 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/1x1
INFO - 18:08:56 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 18:08:56 - inception_4c/1x1 -> inception_4c/1x1
INFO - 18:08:56 - Setting up inception_4c/1x1
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1031169900
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_1x1
INFO - 18:08:56 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 18:08:56 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_1x1
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1033578348
INFO - 18:08:56 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/3x3_reduce
INFO - 18:08:56 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 18:08:56 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 18:08:56 - Setting up inception_4c/3x3_reduce
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1035986796
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 18:08:56 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 18:08:56 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1038395244
INFO - 18:08:56 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/3x3
INFO - 18:08:56 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 18:08:56 - inception_4c/3x3 -> inception_4c/3x3
INFO - 18:08:56 - Setting up inception_4c/3x3
INFO - 18:08:56 - Top shape: 24 256 14 14 (1204224)
INFO - 18:08:56 - Memory required for data: 1043212140
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_3x3
INFO - 18:08:56 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 18:08:56 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_3x3
INFO - 18:08:56 - Top shape: 24 256 14 14 (1204224)
INFO - 18:08:56 - Memory required for data: 1048029036
INFO - 18:08:56 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/5x5_reduce
INFO - 18:08:56 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 18:08:56 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 18:08:56 - Setting up inception_4c/5x5_reduce
INFO - 18:08:56 - Top shape: 24 24 14 14 (112896)
INFO - 18:08:56 - Memory required for data: 1048480620
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 18:08:56 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 18:08:56 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 24 14 14 (112896)
INFO - 18:08:56 - Memory required for data: 1048932204
INFO - 18:08:56 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/5x5
INFO - 18:08:56 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 18:08:56 - inception_4c/5x5 -> inception_4c/5x5
INFO - 18:08:56 - Setting up inception_4c/5x5
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1050136428
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_5x5
INFO - 18:08:56 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 18:08:56 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_5x5
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1051340652
INFO - 18:08:56 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4c/pool
INFO - 18:08:56 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 18:08:56 - inception_4c/pool -> inception_4c/pool
INFO - 18:08:56 - Setting up inception_4c/pool
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 1060974444
INFO - 18:08:56 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4c/pool_proj
INFO - 18:08:56 - inception_4c/pool_proj <- inception_4c/pool
INFO - 18:08:56 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 18:08:56 - Setting up inception_4c/pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1062178668
INFO - 18:08:56 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4c/relu_pool_proj
INFO - 18:08:56 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 18:08:56 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4c/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1063382892
INFO - 18:08:56 - Creating layer / name=inception_4c/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4c/output
INFO - 18:08:56 - inception_4c/output <- inception_4c/1x1
INFO - 18:08:56 - inception_4c/output <- inception_4c/3x3
INFO - 18:08:56 - inception_4c/output <- inception_4c/5x5
INFO - 18:08:56 - inception_4c/output <- inception_4c/pool_proj
INFO - 18:08:56 - inception_4c/output -> inception_4c/output
INFO - 18:08:56 - Setting up inception_4c/output
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 1073016684
INFO - 18:08:56 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 18:08:56 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 1111551852
INFO - 18:08:56 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/1x1
INFO - 18:08:56 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 18:08:56 - inception_4d/1x1 -> inception_4d/1x1
INFO - 18:08:56 - Setting up inception_4d/1x1
INFO - 18:08:56 - Top shape: 24 112 14 14 (526848)
INFO - 18:08:56 - Memory required for data: 1113659244
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_1x1
INFO - 18:08:56 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 18:08:56 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_1x1
INFO - 18:08:56 - Top shape: 24 112 14 14 (526848)
INFO - 18:08:56 - Memory required for data: 1115766636
INFO - 18:08:56 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/3x3_reduce
INFO - 18:08:56 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 18:08:56 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 18:08:56 - Setting up inception_4d/3x3_reduce
INFO - 18:08:56 - Top shape: 24 144 14 14 (677376)
INFO - 18:08:56 - Memory required for data: 1118476140
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 18:08:56 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 18:08:56 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 144 14 14 (677376)
INFO - 18:08:56 - Memory required for data: 1121185644
INFO - 18:08:56 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/3x3
INFO - 18:08:56 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 18:08:56 - inception_4d/3x3 -> inception_4d/3x3
INFO - 18:08:56 - Setting up inception_4d/3x3
INFO - 18:08:56 - Top shape: 24 288 14 14 (1354752)
INFO - 18:08:56 - Memory required for data: 1126604652
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_3x3
INFO - 18:08:56 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 18:08:56 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_3x3
INFO - 18:08:56 - Top shape: 24 288 14 14 (1354752)
INFO - 18:08:56 - Memory required for data: 1132023660
INFO - 18:08:56 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/5x5_reduce
INFO - 18:08:56 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 18:08:56 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 18:08:56 - Setting up inception_4d/5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1132625772
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 18:08:56 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 18:08:56 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1133227884
INFO - 18:08:56 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/5x5
INFO - 18:08:56 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 18:08:56 - inception_4d/5x5 -> inception_4d/5x5
INFO - 18:08:56 - Setting up inception_4d/5x5
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1134432108
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_5x5
INFO - 18:08:56 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 18:08:56 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_5x5
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1135636332
INFO - 18:08:56 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4d/pool
INFO - 18:08:56 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 18:08:56 - inception_4d/pool -> inception_4d/pool
INFO - 18:08:56 - Setting up inception_4d/pool
INFO - 18:08:56 - Top shape: 24 512 14 14 (2408448)
INFO - 18:08:56 - Memory required for data: 1145270124
INFO - 18:08:56 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4d/pool_proj
INFO - 18:08:56 - inception_4d/pool_proj <- inception_4d/pool
INFO - 18:08:56 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 18:08:56 - Setting up inception_4d/pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1146474348
INFO - 18:08:56 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4d/relu_pool_proj
INFO - 18:08:56 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 18:08:56 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4d/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 64 14 14 (301056)
INFO - 18:08:56 - Memory required for data: 1147678572
INFO - 18:08:56 - Creating layer / name=inception_4d/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4d/output
INFO - 18:08:56 - inception_4d/output <- inception_4d/1x1
INFO - 18:08:56 - inception_4d/output <- inception_4d/3x3
INFO - 18:08:56 - inception_4d/output <- inception_4d/5x5
INFO - 18:08:56 - inception_4d/output <- inception_4d/pool_proj
INFO - 18:08:56 - inception_4d/output -> inception_4d/output
INFO - 18:08:56 - Setting up inception_4d/output
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Memory required for data: 1157613420
INFO - 18:08:56 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_4
INFO - 18:08:56 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Memory required for data: 1207287660
INFO - 18:08:56 - Creating layer / name=loss2/ave_pool / type=Pooling
INFO - 18:08:56 - Creating Layer loss2/ave_pool
INFO - 18:08:56 - loss2/ave_pool <- inception_4d/output_inception_4d/output_0_split_0
INFO - 18:08:56 - loss2/ave_pool -> loss2/ave_pool
INFO - 18:08:56 - Setting up loss2/ave_pool
INFO - 18:08:56 - Top shape: 24 528 4 4 (202752)
INFO - 18:08:56 - Memory required for data: 1208098668
INFO - 18:08:56 - Creating layer / name=loss2/conv / type=Convolution
INFO - 18:08:56 - Creating Layer loss2/conv
INFO - 18:08:56 - loss2/conv <- loss2/ave_pool
INFO - 18:08:56 - loss2/conv -> loss2/conv
INFO - 18:08:56 - Setting up loss2/conv
INFO - 18:08:56 - Top shape: 24 128 4 4 (49152)
INFO - 18:08:56 - Memory required for data: 1208295276
INFO - 18:08:56 - Creating layer / name=loss2/relu_conv / type=ReLU
INFO - 18:08:56 - Creating Layer loss2/relu_conv
INFO - 18:08:56 - loss2/relu_conv <- loss2/conv
INFO - 18:08:56 - loss2/relu_conv -> loss2/conv (in-place)
INFO - 18:08:56 - Setting up loss2/relu_conv
INFO - 18:08:56 - Top shape: 24 128 4 4 (49152)
INFO - 18:08:56 - Memory required for data: 1208491884
INFO - 18:08:56 - Creating layer / name=loss2/fc / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss2/fc
INFO - 18:08:56 - loss2/fc <- loss2/conv
INFO - 18:08:56 - loss2/fc -> loss2/fc
INFO - 18:08:56 - Setting up loss2/fc
INFO - 18:08:56 - Top shape: 24 1024 (24576)
INFO - 18:08:56 - Memory required for data: 1208590188
INFO - 18:08:56 - Creating layer / name=loss2/relu_fc / type=ReLU
INFO - 18:08:56 - Creating Layer loss2/relu_fc
INFO - 18:08:56 - loss2/relu_fc <- loss2/fc
INFO - 18:08:56 - loss2/relu_fc -> loss2/fc (in-place)
INFO - 18:08:56 - Setting up loss2/relu_fc
INFO - 18:08:56 - Top shape: 24 1024 (24576)
INFO - 18:08:56 - Memory required for data: 1208688492
INFO - 18:08:56 - Creating layer / name=loss2/drop_fc / type=Dropout
INFO - 18:08:56 - Creating Layer loss2/drop_fc
INFO - 18:08:56 - loss2/drop_fc <- loss2/fc
INFO - 18:08:56 - loss2/drop_fc -> loss2/fc (in-place)
INFO - 18:08:56 - Setting up loss2/drop_fc
INFO - 18:08:56 - Top shape: 24 1024 (24576)
INFO - 18:08:56 - Memory required for data: 1208786796
INFO - 18:08:56 - Creating layer / name=loss2/classifier / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss2/classifier
INFO - 18:08:56 - loss2/classifier <- loss2/fc
INFO - 18:08:56 - loss2/classifier -> loss2/classifier
INFO - 18:08:56 - Setting up loss2/classifier
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Memory required for data: 1208882796
INFO - 18:08:56 - Creating layer / name=loss2/classifier_loss2/classifier_0_split / type=Split
INFO - 18:08:56 - Creating Layer loss2/classifier_loss2/classifier_0_split
INFO - 18:08:56 - loss2/classifier_loss2/classifier_0_split <- loss2/classifier
INFO - 18:08:56 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_0
INFO - 18:08:56 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_1
INFO - 18:08:56 - loss2/classifier_loss2/classifier_0_split -> loss2/classifier_loss2/classifier_0_split_2
INFO - 18:08:56 - Setting up loss2/classifier_loss2/classifier_0_split
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Top shape: 24 1000 (24000)
INFO - 18:08:56 - Memory required for data: 1209170796
INFO - 18:08:56 - Creating layer / name=loss2/loss / type=SoftmaxWithLoss
INFO - 18:08:56 - Creating Layer loss2/loss
INFO - 18:08:56 - loss2/loss <- loss2/classifier_loss2/classifier_0_split_0
INFO - 18:08:56 - loss2/loss <- label_googlenet_1_split_3
INFO - 18:08:56 - loss2/loss -> loss2/loss1
INFO - 18:08:56 - Creating layer / name=loss2/loss / type=Softmax
INFO - 18:08:56 - Setting up loss2/loss
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - with loss weight 0.3
INFO - 18:08:56 - Memory required for data: 1209170800
INFO - 18:08:56 - Creating layer / name=loss2/top-1 / type=Accuracy
INFO - 18:08:56 - Creating Layer loss2/top-1
INFO - 18:08:56 - loss2/top-1 <- loss2/classifier_loss2/classifier_0_split_1
INFO - 18:08:56 - loss2/top-1 <- label_googlenet_1_split_4
INFO - 18:08:56 - loss2/top-1 -> loss2/top-1
INFO - 18:08:56 - Setting up loss2/top-1
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - Memory required for data: 1209170804
INFO - 18:08:56 - Creating layer / name=loss2/top-5 / type=Accuracy
INFO - 18:08:56 - Creating Layer loss2/top-5
INFO - 18:08:56 - loss2/top-5 <- loss2/classifier_loss2/classifier_0_split_2
INFO - 18:08:56 - loss2/top-5 <- label_googlenet_1_split_5
INFO - 18:08:56 - loss2/top-5 -> loss2/top-5
INFO - 18:08:56 - Setting up loss2/top-5
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - Memory required for data: 1209170808
INFO - 18:08:56 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/1x1
INFO - 18:08:56 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_1
INFO - 18:08:56 - inception_4e/1x1 -> inception_4e/1x1
INFO - 18:08:56 - Setting up inception_4e/1x1
INFO - 18:08:56 - Top shape: 24 256 14 14 (1204224)
INFO - 18:08:56 - Memory required for data: 1213987704
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_1x1
INFO - 18:08:56 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 18:08:56 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_1x1
INFO - 18:08:56 - Top shape: 24 256 14 14 (1204224)
INFO - 18:08:56 - Memory required for data: 1218804600
INFO - 18:08:56 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/3x3_reduce
INFO - 18:08:56 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 18:08:56 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 18:08:56 - Setting up inception_4e/3x3_reduce
INFO - 18:08:56 - Top shape: 24 160 14 14 (752640)
INFO - 18:08:56 - Memory required for data: 1221815160
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 18:08:56 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 18:08:56 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 160 14 14 (752640)
INFO - 18:08:56 - Memory required for data: 1224825720
INFO - 18:08:56 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/3x3
INFO - 18:08:56 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 18:08:56 - inception_4e/3x3 -> inception_4e/3x3
INFO - 18:08:56 - Setting up inception_4e/3x3
INFO - 18:08:56 - Top shape: 24 320 14 14 (1505280)
INFO - 18:08:56 - Memory required for data: 1230846840
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_3x3
INFO - 18:08:56 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 18:08:56 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_3x3
INFO - 18:08:56 - Top shape: 24 320 14 14 (1505280)
INFO - 18:08:56 - Memory required for data: 1236867960
INFO - 18:08:56 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/5x5_reduce
INFO - 18:08:56 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_3
INFO - 18:08:56 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 18:08:56 - Setting up inception_4e/5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1237470072
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 18:08:56 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 18:08:56 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 14 14 (150528)
INFO - 18:08:56 - Memory required for data: 1238072184
INFO - 18:08:56 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/5x5
INFO - 18:08:56 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 18:08:56 - inception_4e/5x5 -> inception_4e/5x5
INFO - 18:08:56 - Setting up inception_4e/5x5
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1240480632
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_5x5
INFO - 18:08:56 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 18:08:56 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_5x5
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1242889080
INFO - 18:08:56 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_4e/pool
INFO - 18:08:56 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_4
INFO - 18:08:56 - inception_4e/pool -> inception_4e/pool
INFO - 18:08:56 - Setting up inception_4e/pool
INFO - 18:08:56 - Top shape: 24 528 14 14 (2483712)
INFO - 18:08:56 - Memory required for data: 1252823928
INFO - 18:08:56 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_4e/pool_proj
INFO - 18:08:56 - inception_4e/pool_proj <- inception_4e/pool
INFO - 18:08:56 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 18:08:56 - Setting up inception_4e/pool_proj
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1255232376
INFO - 18:08:56 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_4e/relu_pool_proj
INFO - 18:08:56 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 18:08:56 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_4e/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 128 14 14 (602112)
INFO - 18:08:56 - Memory required for data: 1257640824
INFO - 18:08:56 - Creating layer / name=inception_4e/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_4e/output
INFO - 18:08:56 - inception_4e/output <- inception_4e/1x1
INFO - 18:08:56 - inception_4e/output <- inception_4e/3x3
INFO - 18:08:56 - inception_4e/output <- inception_4e/5x5
INFO - 18:08:56 - inception_4e/output <- inception_4e/pool_proj
INFO - 18:08:56 - inception_4e/output -> inception_4e/output
INFO - 18:08:56 - Setting up inception_4e/output
INFO - 18:08:56 - Top shape: 24 832 14 14 (3913728)
INFO - 18:08:56 - Memory required for data: 1273295736
INFO - 18:08:56 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 18:08:56 - Creating Layer pool4/3x3_s2
INFO - 18:08:56 - pool4/3x3_s2 <- inception_4e/output
INFO - 18:08:56 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 18:08:56 - Setting up pool4/3x3_s2
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Memory required for data: 1277209464
INFO - 18:08:56 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 18:08:56 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 18:08:56 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Memory required for data: 1292864376
INFO - 18:08:56 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/1x1
INFO - 18:08:56 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 18:08:56 - inception_5a/1x1 -> inception_5a/1x1
INFO - 18:08:56 - Setting up inception_5a/1x1
INFO - 18:08:56 - Top shape: 24 256 7 7 (301056)
INFO - 18:08:56 - Memory required for data: 1294068600
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_1x1
INFO - 18:08:56 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 18:08:56 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_1x1
INFO - 18:08:56 - Top shape: 24 256 7 7 (301056)
INFO - 18:08:56 - Memory required for data: 1295272824
INFO - 18:08:56 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/3x3_reduce
INFO - 18:08:56 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 18:08:56 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 18:08:56 - Setting up inception_5a/3x3_reduce
INFO - 18:08:56 - Top shape: 24 160 7 7 (188160)
INFO - 18:08:56 - Memory required for data: 1296025464
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 18:08:56 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 18:08:56 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 160 7 7 (188160)
INFO - 18:08:56 - Memory required for data: 1296778104
INFO - 18:08:56 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/3x3
INFO - 18:08:56 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 18:08:56 - inception_5a/3x3 -> inception_5a/3x3
INFO - 18:08:56 - Setting up inception_5a/3x3
INFO - 18:08:56 - Top shape: 24 320 7 7 (376320)
INFO - 18:08:56 - Memory required for data: 1298283384
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_3x3
INFO - 18:08:56 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 18:08:56 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_3x3
INFO - 18:08:56 - Top shape: 24 320 7 7 (376320)
INFO - 18:08:56 - Memory required for data: 1299788664
INFO - 18:08:56 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/5x5_reduce
INFO - 18:08:56 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 18:08:56 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 18:08:56 - Setting up inception_5a/5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 7 7 (37632)
INFO - 18:08:56 - Memory required for data: 1299939192
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 18:08:56 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 18:08:56 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 32 7 7 (37632)
INFO - 18:08:56 - Memory required for data: 1300089720
INFO - 18:08:56 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/5x5
INFO - 18:08:56 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 18:08:56 - inception_5a/5x5 -> inception_5a/5x5
INFO - 18:08:56 - Setting up inception_5a/5x5
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1300691832
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_5x5
INFO - 18:08:56 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 18:08:56 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_5x5
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1301293944
INFO - 18:08:56 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_5a/pool
INFO - 18:08:56 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 18:08:56 - inception_5a/pool -> inception_5a/pool
INFO - 18:08:56 - Setting up inception_5a/pool
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Memory required for data: 1305207672
INFO - 18:08:56 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5a/pool_proj
INFO - 18:08:56 - inception_5a/pool_proj <- inception_5a/pool
INFO - 18:08:56 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 18:08:56 - Setting up inception_5a/pool_proj
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1305809784
INFO - 18:08:56 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5a/relu_pool_proj
INFO - 18:08:56 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 18:08:56 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_5a/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1306411896
INFO - 18:08:56 - Creating layer / name=inception_5a/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_5a/output
INFO - 18:08:56 - inception_5a/output <- inception_5a/1x1
INFO - 18:08:56 - inception_5a/output <- inception_5a/3x3
INFO - 18:08:56 - inception_5a/output <- inception_5a/5x5
INFO - 18:08:56 - inception_5a/output <- inception_5a/pool_proj
INFO - 18:08:56 - inception_5a/output -> inception_5a/output
INFO - 18:08:56 - Setting up inception_5a/output
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Memory required for data: 1310325624
INFO - 18:08:56 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 18:08:56 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 18:08:56 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Memory required for data: 1325980536
INFO - 18:08:56 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/1x1
INFO - 18:08:56 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 18:08:56 - inception_5b/1x1 -> inception_5b/1x1
INFO - 18:08:56 - Setting up inception_5b/1x1
INFO - 18:08:56 - Top shape: 24 384 7 7 (451584)
INFO - 18:08:56 - Memory required for data: 1327786872
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_1x1
INFO - 18:08:56 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 18:08:56 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_1x1
INFO - 18:08:56 - Top shape: 24 384 7 7 (451584)
INFO - 18:08:56 - Memory required for data: 1329593208
INFO - 18:08:56 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/3x3_reduce
INFO - 18:08:56 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 18:08:56 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 18:08:56 - Setting up inception_5b/3x3_reduce
INFO - 18:08:56 - Top shape: 24 192 7 7 (225792)
INFO - 18:08:56 - Memory required for data: 1330496376
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 18:08:56 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 18:08:56 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_3x3_reduce
INFO - 18:08:56 - Top shape: 24 192 7 7 (225792)
INFO - 18:08:56 - Memory required for data: 1331399544
INFO - 18:08:56 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/3x3
INFO - 18:08:56 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 18:08:56 - inception_5b/3x3 -> inception_5b/3x3
INFO - 18:08:56 - Setting up inception_5b/3x3
INFO - 18:08:56 - Top shape: 24 384 7 7 (451584)
INFO - 18:08:56 - Memory required for data: 1333205880
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_3x3
INFO - 18:08:56 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 18:08:56 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_3x3
INFO - 18:08:56 - Top shape: 24 384 7 7 (451584)
INFO - 18:08:56 - Memory required for data: 1335012216
INFO - 18:08:56 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/5x5_reduce
INFO - 18:08:56 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 18:08:56 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 18:08:56 - Setting up inception_5b/5x5_reduce
INFO - 18:08:56 - Top shape: 24 48 7 7 (56448)
INFO - 18:08:56 - Memory required for data: 1335238008
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 18:08:56 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 18:08:56 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_5x5_reduce
INFO - 18:08:56 - Top shape: 24 48 7 7 (56448)
INFO - 18:08:56 - Memory required for data: 1335463800
INFO - 18:08:56 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/5x5
INFO - 18:08:56 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 18:08:56 - inception_5b/5x5 -> inception_5b/5x5
INFO - 18:08:56 - Setting up inception_5b/5x5
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1336065912
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_5x5
INFO - 18:08:56 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 18:08:56 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_5x5
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1336668024
INFO - 18:08:56 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 18:08:56 - Creating Layer inception_5b/pool
INFO - 18:08:56 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 18:08:56 - inception_5b/pool -> inception_5b/pool
INFO - 18:08:56 - Setting up inception_5b/pool
INFO - 18:08:56 - Top shape: 24 832 7 7 (978432)
INFO - 18:08:56 - Memory required for data: 1340581752
INFO - 18:08:56 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 18:08:56 - Creating Layer inception_5b/pool_proj
INFO - 18:08:56 - inception_5b/pool_proj <- inception_5b/pool
INFO - 18:08:56 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 18:08:56 - Setting up inception_5b/pool_proj
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1341183864
INFO - 18:08:56 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 18:08:56 - Creating Layer inception_5b/relu_pool_proj
INFO - 18:08:56 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 18:08:56 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 18:08:56 - Setting up inception_5b/relu_pool_proj
INFO - 18:08:56 - Top shape: 24 128 7 7 (150528)
INFO - 18:08:56 - Memory required for data: 1341785976
INFO - 18:08:56 - Creating layer / name=inception_5b/output / type=Concat
INFO - 18:08:56 - Creating Layer inception_5b/output
INFO - 18:08:56 - inception_5b/output <- inception_5b/1x1
INFO - 18:08:56 - inception_5b/output <- inception_5b/3x3
INFO - 18:08:56 - inception_5b/output <- inception_5b/5x5
INFO - 18:08:56 - inception_5b/output <- inception_5b/pool_proj
INFO - 18:08:56 - inception_5b/output -> inception_5b/output
INFO - 18:08:56 - Setting up inception_5b/output
INFO - 18:08:56 - Top shape: 24 1024 7 7 (1204224)
INFO - 18:08:56 - Memory required for data: 1346602872
INFO - 18:08:56 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 18:08:56 - Creating Layer pool5/7x7_s1
INFO - 18:08:56 - pool5/7x7_s1 <- inception_5b/output
INFO - 18:08:56 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 18:08:56 - Setting up pool5/7x7_s1
INFO - 18:08:56 - Top shape: 24 1024 1 1 (24576)
INFO - 18:08:56 - Memory required for data: 1346701176
INFO - 18:08:56 - Creating layer / name=pool5/drop_7x7_s1 / type=Dropout
INFO - 18:08:56 - Creating Layer pool5/drop_7x7_s1
INFO - 18:08:56 - pool5/drop_7x7_s1 <- pool5/7x7_s1
INFO - 18:08:56 - pool5/drop_7x7_s1 -> pool5/7x7_s1 (in-place)
INFO - 18:08:56 - Setting up pool5/drop_7x7_s1
INFO - 18:08:56 - Top shape: 24 1024 1 1 (24576)
INFO - 18:08:56 - Memory required for data: 1346799480
INFO - 18:08:56 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 18:08:56 - Creating Layer loss3/classifier
INFO - 18:08:56 - loss3/classifier <- pool5/7x7_s1
INFO - 18:08:56 - loss3/classifier -> loss3/classifier
INFO - 18:08:56 - Setting up loss3/classifier
INFO - 18:08:56 - Top shape: 24 12 (288)
INFO - 18:08:56 - Memory required for data: 1346800632
INFO - 18:08:56 - Creating layer / name=loss3/classifier_loss3/classifier_0_split / type=Split
INFO - 18:08:56 - Creating Layer loss3/classifier_loss3/classifier_0_split
INFO - 18:08:56 - loss3/classifier_loss3/classifier_0_split <- loss3/classifier
INFO - 18:08:56 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_0
INFO - 18:08:56 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_1
INFO - 18:08:56 - loss3/classifier_loss3/classifier_0_split -> loss3/classifier_loss3/classifier_0_split_2
INFO - 18:08:56 - Setting up loss3/classifier_loss3/classifier_0_split
INFO - 18:08:56 - Top shape: 24 12 (288)
INFO - 18:08:56 - Top shape: 24 12 (288)
INFO - 18:08:56 - Top shape: 24 12 (288)
INFO - 18:08:56 - Memory required for data: 1346804088
INFO - 18:08:56 - Creating layer / name=loss3/loss3 / type=SoftmaxWithLoss
INFO - 18:08:56 - Creating Layer loss3/loss3
INFO - 18:08:56 - loss3/loss3 <- loss3/classifier_loss3/classifier_0_split_0
INFO - 18:08:56 - loss3/loss3 <- label_googlenet_1_split_6
INFO - 18:08:56 - loss3/loss3 -> loss3/loss3
INFO - 18:08:56 - Creating layer / name=loss3/loss3 / type=Softmax
INFO - 18:08:56 - Setting up loss3/loss3
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - with loss weight 1
INFO - 18:08:56 - Memory required for data: 1346804092
INFO - 18:08:56 - Creating layer / name=loss3/top-1 / type=Accuracy
INFO - 18:08:56 - Creating Layer loss3/top-1
INFO - 18:08:56 - loss3/top-1 <- loss3/classifier_loss3/classifier_0_split_1
INFO - 18:08:56 - loss3/top-1 <- label_googlenet_1_split_7
INFO - 18:08:56 - loss3/top-1 -> loss3/top-1
INFO - 18:08:56 - Setting up loss3/top-1
INFO - 18:08:56 - Top shape: (1)
INFO - 18:08:56 - Memory required for data: 1346804096
INFO - 18:08:56 - Creating layer / name=probt / type=Softmax
INFO - 18:08:56 - Creating Layer probt
INFO - 18:08:56 - probt <- loss3/classifier_loss3/classifier_0_split_2
INFO - 18:08:56 - probt -> probt
INFO - 18:08:56 - Setting up probt
INFO - 18:08:56 - Top shape: 24 12 (288)
INFO - 18:08:56 - Memory required for data: 1346805248
INFO - 18:08:56 - probt does not need backward computation.
INFO - 18:08:56 - loss3/top-1 does not need backward computation.
INFO - 18:08:56 - loss3/loss3 needs backward computation.
INFO - 18:08:56 - loss3/classifier_loss3/classifier_0_split needs backward computation.
INFO - 18:08:56 - loss3/classifier needs backward computation.
INFO - 18:08:56 - pool5/drop_7x7_s1 needs backward computation.
INFO - 18:08:56 - pool5/7x7_s1 needs backward computation.
INFO - 18:08:56 - inception_5b/output needs backward computation.
INFO - 18:08:56 - inception_5b/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_5b/pool_proj needs backward computation.
INFO - 18:08:56 - inception_5b/pool needs backward computation.
INFO - 18:08:56 - inception_5b/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_5b/5x5 needs backward computation.
INFO - 18:08:56 - inception_5b/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_5b/3x3 needs backward computation.
INFO - 18:08:56 - inception_5b/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5b/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_5b/1x1 needs backward computation.
INFO - 18:08:56 - inception_5a/output_inception_5a/output_0_split needs backward computation.
INFO - 18:08:56 - inception_5a/output needs backward computation.
INFO - 18:08:56 - inception_5a/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_5a/pool_proj needs backward computation.
INFO - 18:08:56 - inception_5a/pool needs backward computation.
INFO - 18:08:56 - inception_5a/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_5a/5x5 needs backward computation.
INFO - 18:08:56 - inception_5a/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_5a/3x3 needs backward computation.
INFO - 18:08:56 - inception_5a/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_5a/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_5a/1x1 needs backward computation.
INFO - 18:08:56 - pool4/3x3_s2_pool4/3x3_s2_0_split needs backward computation.
INFO - 18:08:56 - pool4/3x3_s2 needs backward computation.
INFO - 18:08:56 - inception_4e/output needs backward computation.
INFO - 18:08:56 - inception_4e/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4e/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4e/pool needs backward computation.
INFO - 18:08:56 - inception_4e/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4e/5x5 needs backward computation.
INFO - 18:08:56 - inception_4e/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4e/3x3 needs backward computation.
INFO - 18:08:56 - inception_4e/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4e/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4e/1x1 needs backward computation.
INFO - 18:08:56 - loss2/top-5 does not need backward computation.
INFO - 18:08:56 - loss2/top-1 does not need backward computation.
INFO - 18:08:56 - loss2/loss needs backward computation.
INFO - 18:08:56 - loss2/classifier_loss2/classifier_0_split needs backward computation.
INFO - 18:08:56 - loss2/classifier needs backward computation.
INFO - 18:08:56 - loss2/drop_fc needs backward computation.
INFO - 18:08:56 - loss2/relu_fc needs backward computation.
INFO - 18:08:56 - loss2/fc needs backward computation.
INFO - 18:08:56 - loss2/relu_conv needs backward computation.
INFO - 18:08:56 - loss2/conv needs backward computation.
INFO - 18:08:56 - loss2/ave_pool needs backward computation.
INFO - 18:08:56 - inception_4d/output_inception_4d/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4d/output needs backward computation.
INFO - 18:08:56 - inception_4d/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4d/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4d/pool needs backward computation.
INFO - 18:08:56 - inception_4d/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4d/5x5 needs backward computation.
INFO - 18:08:56 - inception_4d/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4d/3x3 needs backward computation.
INFO - 18:08:56 - inception_4d/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4d/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4d/1x1 needs backward computation.
INFO - 18:08:56 - inception_4c/output_inception_4c/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4c/output needs backward computation.
INFO - 18:08:56 - inception_4c/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4c/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4c/pool needs backward computation.
INFO - 18:08:56 - inception_4c/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4c/5x5 needs backward computation.
INFO - 18:08:56 - inception_4c/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4c/3x3 needs backward computation.
INFO - 18:08:56 - inception_4c/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4c/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4c/1x1 needs backward computation.
INFO - 18:08:56 - inception_4b/output_inception_4b/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4b/output needs backward computation.
INFO - 18:08:56 - inception_4b/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4b/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4b/pool needs backward computation.
INFO - 18:08:56 - inception_4b/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4b/5x5 needs backward computation.
INFO - 18:08:56 - inception_4b/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4b/3x3 needs backward computation.
INFO - 18:08:56 - inception_4b/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4b/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4b/1x1 needs backward computation.
INFO - 18:08:56 - loss1/top-5 does not need backward computation.
INFO - 18:08:56 - loss1/top-1 does not need backward computation.
INFO - 18:08:56 - loss1/loss needs backward computation.
INFO - 18:08:56 - loss1/classifier_loss1/classifier_0_split needs backward computation.
INFO - 18:08:56 - loss1/classifier needs backward computation.
INFO - 18:08:56 - loss1/drop_fc needs backward computation.
INFO - 18:08:56 - loss1/relu_fc needs backward computation.
INFO - 18:08:56 - loss1/fc needs backward computation.
INFO - 18:08:56 - loss1/relu_conv needs backward computation.
INFO - 18:08:56 - loss1/conv needs backward computation.
INFO - 18:08:56 - loss1/ave_pool needs backward computation.
INFO - 18:08:56 - inception_4a/output_inception_4a/output_0_split needs backward computation.
INFO - 18:08:56 - inception_4a/output needs backward computation.
INFO - 18:08:56 - inception_4a/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_4a/pool_proj needs backward computation.
INFO - 18:08:56 - inception_4a/pool needs backward computation.
INFO - 18:08:56 - inception_4a/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_4a/5x5 needs backward computation.
INFO - 18:08:56 - inception_4a/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_4a/3x3 needs backward computation.
INFO - 18:08:56 - inception_4a/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_4a/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_4a/1x1 needs backward computation.
INFO - 18:08:56 - pool3/3x3_s2_pool3/3x3_s2_0_split needs backward computation.
INFO - 18:08:56 - pool3/3x3_s2 needs backward computation.
INFO - 18:08:56 - inception_3b/output needs backward computation.
INFO - 18:08:56 - inception_3b/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_3b/pool_proj needs backward computation.
INFO - 18:08:56 - inception_3b/pool needs backward computation.
INFO - 18:08:56 - inception_3b/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_3b/5x5 needs backward computation.
INFO - 18:08:56 - inception_3b/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_3b/3x3 needs backward computation.
INFO - 18:08:56 - inception_3b/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3b/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_3b/1x1 needs backward computation.
INFO - 18:08:56 - inception_3a/output_inception_3a/output_0_split needs backward computation.
INFO - 18:08:56 - inception_3a/output needs backward computation.
INFO - 18:08:56 - inception_3a/relu_pool_proj needs backward computation.
INFO - 18:08:56 - inception_3a/pool_proj needs backward computation.
INFO - 18:08:56 - inception_3a/pool needs backward computation.
INFO - 18:08:56 - inception_3a/relu_5x5 needs backward computation.
INFO - 18:08:56 - inception_3a/5x5 needs backward computation.
INFO - 18:08:56 - inception_3a/relu_5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/5x5_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/relu_3x3 needs backward computation.
INFO - 18:08:56 - inception_3a/3x3 needs backward computation.
INFO - 18:08:56 - inception_3a/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/3x3_reduce needs backward computation.
INFO - 18:08:56 - inception_3a/relu_1x1 needs backward computation.
INFO - 18:08:56 - inception_3a/1x1 needs backward computation.
INFO - 18:08:56 - pool2/3x3_s2_pool2/3x3_s2_0_split needs backward computation.
INFO - 18:08:56 - pool2/3x3_s2 needs backward computation.
INFO - 18:08:56 - conv2/norm2 needs backward computation.
INFO - 18:08:56 - conv2/relu_3x3 needs backward computation.
INFO - 18:08:56 - conv2/3x3 needs backward computation.
INFO - 18:08:56 - conv2/relu_3x3_reduce needs backward computation.
INFO - 18:08:56 - conv2/3x3_reduce needs backward computation.
INFO - 18:08:56 - pool1/norm1 needs backward computation.
INFO - 18:08:56 - pool1/3x3_s2 needs backward computation.
INFO - 18:08:56 - conv1/relu_7x7 needs backward computation.
INFO - 18:08:56 - conv1/7x7_s2 needs backward computation.
INFO - 18:08:56 - label_googlenet_1_split does not need backward computation.
INFO - 18:08:56 - googlenet does not need backward computation.
INFO - 18:08:56 - This network produces output loss1/loss1
INFO - 18:08:56 - This network produces output loss1/top-1
INFO - 18:08:56 - This network produces output loss1/top-5
INFO - 18:08:56 - This network produces output loss2/loss1
INFO - 18:08:56 - This network produces output loss2/top-1
INFO - 18:08:56 - This network produces output loss2/top-5
INFO - 18:08:56 - This network produces output loss3/loss3
INFO - 18:08:56 - This network produces output loss3/top-1
INFO - 18:08:56 - This network produces output probt
INFO - 18:08:56 - Network initialization done.
I1209 18:08:57.065786 2345 caffelib.cc:812] smoothed_loss=12.5703
INFO - 18:08:56 - Solver scaffolding done.
I1209 18:09:03.218896 2345 caffelib.cc:812] smoothed_loss=5.47502
INFO - 18:09:03 - Iteration 40, lr = 0.001
I1209 18:09:09.371610 2345 caffelib.cc:812] smoothed_loss=4.21031
INFO - 18:09:09 - Iteration 80, lr = 0.001
I1209 18:09:15.525351 2345 caffelib.cc:812] smoothed_loss=3.92606
INFO - 18:09:15 - Iteration 120, lr = 0.001
I1209 18:09:21.679095 2345 caffelib.cc:812] smoothed_loss=3.69002
INFO - 18:09:21 - Iteration 160, lr = 0.001
I1209 18:09:27.834321 2345 caffelib.cc:812] smoothed_loss=3.64998
INFO - 18:09:27 - Iteration 200, lr = 0.001
I1209 18:09:33.988862 2345 caffelib.cc:812] smoothed_loss=3.47671
INFO - 18:09:33 - Iteration 240, lr = 0.001
I1209 18:09:40.172303 2345 caffelib.cc:812] smoothed_loss=3.41277
INFO - 18:09:40 - Iteration 280, lr = 0.001
I1209 18:09:46.358594 2345 caffelib.cc:812] smoothed_loss=3.37523
INFO - 18:09:46 - Iteration 320, lr = 0.001
I1209 18:09:52.547456 2345 caffelib.cc:812] smoothed_loss=3.19001
INFO - 18:09:52 - Iteration 360, lr = 0.001
I1209 18:09:58.735945 2345 caffelib.cc:812] smoothed_loss=3.20984
INFO - 18:09:58 - Iteration 400, lr = 0.001
I1209 18:10:04.927794 2345 caffelib.cc:812] smoothed_loss=3.15721
INFO - 18:10:04 - Iteration 440, lr = 0.001
I1209 18:10:11.116416 2345 caffelib.cc:812] smoothed_loss=3.09774
INFO - 18:10:10 - Iteration 480, lr = 0.001
INFO - 18:10:14 - Ignoring source layer data
INFO - 18:10:14 - Ignoring source layer label_data_1_split
I1209 18:10:17.071775 2345 caffelib.cc:745] batch size=32
I1209 18:10:17.071802 2345 caffelib.cc:751] train_loss=3.02408
I1209 18:10:17.071815 2345 caffelib.cc:751] mcll=2.32515
I1209 18:10:17.071823 2345 caffelib.cc:751] accp=0.156863
I1209 18:10:17.071830 2345 caffelib.cc:751] acc=0.156863
I1209 18:10:17.071835 2345 caffelib.cc:751] f1=0.0944874
I1209 18:10:17.071844 2345 caffelib.cc:751] recall=0.0745937
I1209 18:10:17.071853 2345 caffelib.cc:751] iteration=500
I1209 18:10:17.071862 2345 caffelib.cc:751] precision=0.128851
I1209 18:10:17.187984 2345 caffelib.cc:812] smoothed_loss=3.01354
INFO - 18:10:14 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:10:20.281708 2345 caffelib.cc:812] smoothed_loss=2.98236
INFO - 18:10:20 - Iteration 520, lr = 0.001
I1209 18:10:26.468678 2345 caffelib.cc:812] smoothed_loss=3.02012
INFO - 18:10:26 - Iteration 560, lr = 0.001
I1209 18:10:32.657120 2345 caffelib.cc:812] smoothed_loss=2.85045
INFO - 18:10:32 - Iteration 600, lr = 0.001
I1209 18:10:38.846513 2345 caffelib.cc:812] smoothed_loss=2.94824
INFO - 18:10:38 - Iteration 640, lr = 0.001
I1209 18:10:45.036023 2345 caffelib.cc:812] smoothed_loss=2.80024
INFO - 18:10:44 - Iteration 680, lr = 0.001
I1209 18:10:51.223280 2345 caffelib.cc:812] smoothed_loss=2.90222
INFO - 18:10:51 - Iteration 720, lr = 0.001
I1209 18:10:57.416074 2345 caffelib.cc:812] smoothed_loss=2.9225
INFO - 18:10:57 - Iteration 760, lr = 0.001
I1209 18:11:03.608834 2345 caffelib.cc:812] smoothed_loss=2.81968
INFO - 18:11:03 - Iteration 800, lr = 0.001
I1209 18:11:09.797647 2345 caffelib.cc:812] smoothed_loss=2.66182
INFO - 18:11:09 - Iteration 840, lr = 0.001
I1209 18:11:15.986083 2345 caffelib.cc:812] smoothed_loss=2.73985
INFO - 18:11:15 - Iteration 880, lr = 0.001
I1209 18:11:22.174054 2345 caffelib.cc:812] smoothed_loss=2.67472
INFO - 18:11:22 - Iteration 920, lr = 0.001
I1209 18:11:28.361091 2345 caffelib.cc:812] smoothed_loss=2.57193
INFO - 18:11:28 - Iteration 960, lr = 0.001
INFO - 18:11:34 - Iteration 1000, lr = 0.0009
INFO - 18:11:34 - Ignoring source layer data
INFO - 18:11:34 - Ignoring source layer label_data_1_split
I1209 18:11:37.399437 2345 caffelib.cc:745] batch size=32
I1209 18:11:37.399462 2345 caffelib.cc:751] train_loss=2.58364
I1209 18:11:37.399474 2345 caffelib.cc:751] mcll=2.39298
I1209 18:11:37.399490 2345 caffelib.cc:751] accp=0.152778
I1209 18:11:37.399497 2345 caffelib.cc:751] acc=0.152778
I1209 18:11:37.399503 2345 caffelib.cc:751] f1=0.158437
I1209 18:11:37.399510 2345 caffelib.cc:751] recall=0.224871
I1209 18:11:37.399516 2345 caffelib.cc:751] iteration=1000
I1209 18:11:37.399525 2345 caffelib.cc:751] precision=0.122305
I1209 18:11:37.515236 2345 caffelib.cc:812] smoothed_loss=2.5927
INFO - 18:11:34 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:11:43.704162 2345 caffelib.cc:812] smoothed_loss=2.61453
INFO - 18:11:43 - Iteration 1040, lr = 0.0009
I1209 18:11:49.892812 2345 caffelib.cc:812] smoothed_loss=2.61542
INFO - 18:11:49 - Iteration 1080, lr = 0.0009
I1209 18:11:56.088785 2345 caffelib.cc:812] smoothed_loss=2.65002
INFO - 18:11:55 - Iteration 1120, lr = 0.0009
I1209 18:12:02.278246 2345 caffelib.cc:812] smoothed_loss=2.56277
INFO - 18:12:02 - Iteration 1160, lr = 0.0009
I1209 18:12:08.467990 2345 caffelib.cc:812] smoothed_loss=2.52328
INFO - 18:12:08 - Iteration 1200, lr = 0.0009
I1209 18:12:14.657879 2345 caffelib.cc:812] smoothed_loss=2.57143
INFO - 18:12:14 - Iteration 1240, lr = 0.0009
I1209 18:12:20.845963 2345 caffelib.cc:812] smoothed_loss=2.41248
INFO - 18:12:20 - Iteration 1280, lr = 0.0009
I1209 18:12:27.036180 2345 caffelib.cc:812] smoothed_loss=2.47317
INFO - 18:12:26 - Iteration 1320, lr = 0.0009
I1209 18:12:33.225188 2345 caffelib.cc:812] smoothed_loss=2.43657
INFO - 18:12:33 - Iteration 1360, lr = 0.0009
I1209 18:12:39.415380 2345 caffelib.cc:812] smoothed_loss=2.48551
INFO - 18:12:39 - Iteration 1400, lr = 0.0009
I1209 18:12:45.604514 2345 caffelib.cc:812] smoothed_loss=2.46491
INFO - 18:12:45 - Iteration 1440, lr = 0.0009
I1209 18:12:51.793608 2345 caffelib.cc:812] smoothed_loss=2.52017
INFO - 18:12:51 - Iteration 1480, lr = 0.0009
INFO - 18:12:54 - Ignoring source layer data
INFO - 18:12:54 - Ignoring source layer label_data_1_split
I1209 18:12:57.744659 2345 caffelib.cc:745] batch size=32
I1209 18:12:57.744688 2345 caffelib.cc:751] train_loss=2.41125
I1209 18:12:57.744705 2345 caffelib.cc:751] mcll=2.18935
I1209 18:12:57.744729 2345 caffelib.cc:751] accp=0.227124
I1209 18:12:57.744737 2345 caffelib.cc:751] acc=0.227124
I1209 18:12:57.744755 2345 caffelib.cc:751] f1=0.209781
I1209 18:12:57.744773 2345 caffelib.cc:751] recall=0.234759
I1209 18:12:57.744786 2345 caffelib.cc:751] iteration=1500
I1209 18:12:57.744803 2345 caffelib.cc:751] precision=0.189608
I1209 18:12:57.861013 2345 caffelib.cc:812] smoothed_loss=2.41902
INFO - 18:12:54 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:13:00.970516 2345 caffelib.cc:812] smoothed_loss=2.32775
INFO - 18:13:00 - Iteration 1520, lr = 0.0009
I1209 18:13:07.159291 2345 caffelib.cc:812] smoothed_loss=2.48002
INFO - 18:13:07 - Iteration 1560, lr = 0.0009
I1209 18:13:13.347180 2345 caffelib.cc:812] smoothed_loss=2.36605
INFO - 18:13:13 - Iteration 1600, lr = 0.0009
I1209 18:13:19.537138 2345 caffelib.cc:812] smoothed_loss=2.28957
INFO - 18:13:19 - Iteration 1640, lr = 0.0009
I1209 18:13:25.726294 2345 caffelib.cc:812] smoothed_loss=2.41474
INFO - 18:13:25 - Iteration 1680, lr = 0.0009
I1209 18:13:31.917114 2345 caffelib.cc:812] smoothed_loss=2.35646
INFO - 18:13:31 - Iteration 1720, lr = 0.0009
I1209 18:13:38.105824 2345 caffelib.cc:812] smoothed_loss=2.39943
INFO - 18:13:37 - Iteration 1760, lr = 0.0009
I1209 18:13:44.294809 2345 caffelib.cc:812] smoothed_loss=2.40457
INFO - 18:13:44 - Iteration 1800, lr = 0.0009
I1209 18:13:50.481498 2345 caffelib.cc:812] smoothed_loss=2.37269
INFO - 18:13:50 - Iteration 1840, lr = 0.0009
I1209 18:13:56.670864 2345 caffelib.cc:812] smoothed_loss=2.2708
INFO - 18:13:56 - Iteration 1880, lr = 0.0009
I1209 18:14:02.875568 2345 caffelib.cc:812] smoothed_loss=2.36451
INFO - 18:14:02 - Iteration 1920, lr = 0.0009
I1209 18:14:09.064371 2345 caffelib.cc:812] smoothed_loss=2.20349
INFO - 18:14:08 - Iteration 1960, lr = 0.0009
INFO - 18:14:15 - Iteration 2000, lr = 0.00081
INFO - 18:14:15 - Ignoring source layer data
INFO - 18:14:15 - Ignoring source layer label_data_1_split
I1209 18:14:18.104480 2345 caffelib.cc:745] batch size=32
I1209 18:14:18.104504 2345 caffelib.cc:751] train_loss=2.21178
I1209 18:14:18.104527 2345 caffelib.cc:751] mcll=2.34031
I1209 18:14:18.104533 2345 caffelib.cc:751] accp=0.218954
I1209 18:14:18.104539 2345 caffelib.cc:751] acc=0.218954
I1209 18:14:18.104545 2345 caffelib.cc:751] f1=0.217576
I1209 18:14:18.104552 2345 caffelib.cc:751] recall=0.268931
I1209 18:14:18.104560 2345 caffelib.cc:751] iteration=2000
I1209 18:14:18.104570 2345 caffelib.cc:751] precision=0.182689
I1209 18:14:18.220891 2345 caffelib.cc:812] smoothed_loss=2.21794
INFO - 18:14:15 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:14:24.410313 2345 caffelib.cc:812] smoothed_loss=2.31411
INFO - 18:14:24 - Iteration 2040, lr = 0.00081
I1209 18:14:30.598816 2345 caffelib.cc:812] smoothed_loss=2.29697
INFO - 18:14:30 - Iteration 2080, lr = 0.00081
I1209 18:14:36.785810 2345 caffelib.cc:812] smoothed_loss=2.2298
INFO - 18:14:36 - Iteration 2120, lr = 0.00081
I1209 18:14:42.973901 2345 caffelib.cc:812] smoothed_loss=2.31329
INFO - 18:14:42 - Iteration 2160, lr = 0.00081
I1209 18:14:49.160898 2345 caffelib.cc:812] smoothed_loss=2.21005
INFO - 18:14:49 - Iteration 2200, lr = 0.00081
I1209 18:14:55.348754 2345 caffelib.cc:812] smoothed_loss=2.15491
INFO - 18:14:55 - Iteration 2240, lr = 0.00081
I1209 18:15:01.541148 2345 caffelib.cc:812] smoothed_loss=2.27287
INFO - 18:15:01 - Iteration 2280, lr = 0.00081
I1209 18:15:07.744065 2345 caffelib.cc:812] smoothed_loss=2.05792
INFO - 18:15:07 - Iteration 2320, lr = 0.00081
I1209 18:15:13.933282 2345 caffelib.cc:812] smoothed_loss=2.24379
INFO - 18:15:13 - Iteration 2360, lr = 0.00081
I1209 18:15:20.122717 2345 caffelib.cc:812] smoothed_loss=2.17559
INFO - 18:15:19 - Iteration 2400, lr = 0.00081
I1209 18:15:26.312176 2345 caffelib.cc:812] smoothed_loss=2.20646
INFO - 18:15:26 - Iteration 2440, lr = 0.00081
I1209 18:15:32.499573 2345 caffelib.cc:812] smoothed_loss=2.20597
INFO - 18:15:32 - Iteration 2480, lr = 0.00081
INFO - 18:15:35 - Ignoring source layer data
INFO - 18:15:35 - Ignoring source layer label_data_1_split
I1209 18:15:38.441176 2345 caffelib.cc:745] batch size=32
I1209 18:15:38.441201 2345 caffelib.cc:751] train_loss=2.24008
I1209 18:15:38.441224 2345 caffelib.cc:751] mcll=1.91129
I1209 18:15:38.441231 2345 caffelib.cc:751] accp=0.329248
I1209 18:15:38.441238 2345 caffelib.cc:751] acc=0.329248
I1209 18:15:38.441246 2345 caffelib.cc:751] f1=0.303185
I1209 18:15:38.441254 2345 caffelib.cc:751] recall=0.327826
I1209 18:15:38.441263 2345 caffelib.cc:751] iteration=2500
I1209 18:15:38.441272 2345 caffelib.cc:751] precision=0.281989
I1209 18:15:38.557385 2345 caffelib.cc:812] smoothed_loss=2.27041
INFO - 18:15:35 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:15:41.652014 2345 caffelib.cc:812] smoothed_loss=2.20814
INFO - 18:15:41 - Iteration 2520, lr = 0.00081
I1209 18:15:47.838042 2345 caffelib.cc:812] smoothed_loss=2.12426
INFO - 18:15:47 - Iteration 2560, lr = 0.00081
I1209 18:15:54.026058 2345 caffelib.cc:812] smoothed_loss=2.13488
INFO - 18:15:53 - Iteration 2600, lr = 0.00081
I1209 18:16:00.217835 2345 caffelib.cc:812] smoothed_loss=2.10559
INFO - 18:16:00 - Iteration 2640, lr = 0.00081
I1209 18:16:06.407475 2345 caffelib.cc:812] smoothed_loss=2.05103
INFO - 18:16:06 - Iteration 2680, lr = 0.00081
I1209 18:16:12.611315 2345 caffelib.cc:812] smoothed_loss=2.14398
INFO - 18:16:12 - Iteration 2720, lr = 0.00081
I1209 18:16:18.799921 2345 caffelib.cc:812] smoothed_loss=2.1163
INFO - 18:16:18 - Iteration 2760, lr = 0.00081
I1209 18:16:24.988083 2345 caffelib.cc:812] smoothed_loss=2.13275
INFO - 18:16:24 - Iteration 2800, lr = 0.00081
I1209 18:16:31.176933 2345 caffelib.cc:812] smoothed_loss=2.16823
INFO - 18:16:31 - Iteration 2840, lr = 0.00081
I1209 18:16:37.365756 2345 caffelib.cc:812] smoothed_loss=2.09241
INFO - 18:16:37 - Iteration 2880, lr = 0.00081
I1209 18:16:43.553540 2345 caffelib.cc:812] smoothed_loss=2.06161
INFO - 18:16:43 - Iteration 2920, lr = 0.00081
I1209 18:16:49.741219 2345 caffelib.cc:812] smoothed_loss=2.1351
INFO - 18:16:49 - Iteration 2960, lr = 0.00081
INFO - 18:16:55 - Iteration 3000, lr = 0.000729
INFO - 18:16:55 - Ignoring source layer data
INFO - 18:16:55 - Ignoring source layer label_data_1_split
I1209 18:16:58.785465 2345 caffelib.cc:745] batch size=32
I1209 18:16:58.785492 2345 caffelib.cc:751] train_loss=1.98275
I1209 18:16:58.785514 2345 caffelib.cc:751] mcll=2.08007
I1209 18:16:58.785521 2345 caffelib.cc:751] accp=0.288399
I1209 18:16:58.785526 2345 caffelib.cc:751] acc=0.288399
I1209 18:16:58.785532 2345 caffelib.cc:751] f1=0.262208
I1209 18:16:58.785539 2345 caffelib.cc:751] recall=0.283811
I1209 18:16:58.785548 2345 caffelib.cc:751] iteration=3000
I1209 18:16:58.785557 2345 caffelib.cc:751] precision=0.243661
I1209 18:16:58.901722 2345 caffelib.cc:812] smoothed_loss=1.96509
INFO - 18:16:55 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:17:05.097370 2345 caffelib.cc:812] smoothed_loss=2.05429
INFO - 18:17:04 - Iteration 3040, lr = 0.000729
I1209 18:17:11.321085 2345 caffelib.cc:812] smoothed_loss=2.03595
INFO - 18:17:11 - Iteration 3080, lr = 0.000729
I1209 18:17:17.510619 2345 caffelib.cc:812] smoothed_loss=2.04463
INFO - 18:17:17 - Iteration 3120, lr = 0.000729
I1209 18:17:23.700522 2345 caffelib.cc:812] smoothed_loss=2.03767
INFO - 18:17:23 - Iteration 3160, lr = 0.000729
I1209 18:17:29.892408 2345 caffelib.cc:812] smoothed_loss=2.10312
INFO - 18:17:29 - Iteration 3200, lr = 0.000729
I1209 18:17:36.082362 2345 caffelib.cc:812] smoothed_loss=1.9924
INFO - 18:17:35 - Iteration 3240, lr = 0.000729
I1209 18:17:42.271792 2345 caffelib.cc:812] smoothed_loss=2.0315
INFO - 18:17:42 - Iteration 3280, lr = 0.000729
I1209 18:17:48.462352 2345 caffelib.cc:812] smoothed_loss=1.97692
INFO - 18:17:48 - Iteration 3320, lr = 0.000729
I1209 18:17:54.653085 2345 caffelib.cc:812] smoothed_loss=1.95509
INFO - 18:17:54 - Iteration 3360, lr = 0.000729
I1209 18:18:00.843811 2345 caffelib.cc:812] smoothed_loss=2.06251
INFO - 18:18:00 - Iteration 3400, lr = 0.000729
I1209 18:18:07.034243 2345 caffelib.cc:812] smoothed_loss=1.96174
INFO - 18:18:06 - Iteration 3440, lr = 0.000729
I1209 18:18:13.225574 2345 caffelib.cc:812] smoothed_loss=2.02844
INFO - 18:18:13 - Iteration 3480, lr = 0.000729
INFO - 18:18:16 - Ignoring source layer data
INFO - 18:18:16 - Ignoring source layer label_data_1_split
I1209 18:18:19.172106 2345 caffelib.cc:745] batch size=32
I1209 18:18:19.172133 2345 caffelib.cc:751] train_loss=2.01067
I1209 18:18:19.172145 2345 caffelib.cc:751] mcll=2.25123
I1209 18:18:19.172152 2345 caffelib.cc:751] accp=0.254085
I1209 18:18:19.172158 2345 caffelib.cc:751] acc=0.254085
I1209 18:18:19.172164 2345 caffelib.cc:751] f1=0.283931
I1209 18:18:19.172173 2345 caffelib.cc:751] recall=0.400455
I1209 18:18:19.172183 2345 caffelib.cc:751] iteration=3500
I1209 18:18:19.172191 2345 caffelib.cc:751] precision=0.219935
I1209 18:18:19.288460 2345 caffelib.cc:812] smoothed_loss=2.02483
INFO - 18:18:16 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:18:22.383590 2345 caffelib.cc:812] smoothed_loss=2.0819
INFO - 18:18:22 - Iteration 3520, lr = 0.000729
I1209 18:18:28.573670 2345 caffelib.cc:812] smoothed_loss=2.00198
INFO - 18:18:28 - Iteration 3560, lr = 0.000729
I1209 18:18:34.764103 2345 caffelib.cc:812] smoothed_loss=2.00704
INFO - 18:18:34 - Iteration 3600, lr = 0.000729
I1209 18:18:40.954113 2345 caffelib.cc:812] smoothed_loss=2.03287
INFO - 18:18:40 - Iteration 3640, lr = 0.000729
I1209 18:18:47.145352 2345 caffelib.cc:812] smoothed_loss=1.89494
INFO - 18:18:46 - Iteration 3680, lr = 0.000729
I1209 18:18:53.336335 2345 caffelib.cc:812] smoothed_loss=1.92322
INFO - 18:18:53 - Iteration 3720, lr = 0.000729
I1209 18:18:59.526412 2345 caffelib.cc:812] smoothed_loss=1.96924
INFO - 18:18:59 - Iteration 3760, lr = 0.000729
I1209 18:19:05.718081 2345 caffelib.cc:812] smoothed_loss=1.95444
INFO - 18:19:05 - Iteration 3800, lr = 0.000729
I1209 18:19:11.906915 2345 caffelib.cc:812] smoothed_loss=1.9968
INFO - 18:19:11 - Iteration 3840, lr = 0.000729
I1209 18:19:18.095088 2345 caffelib.cc:812] smoothed_loss=2.01473
INFO - 18:19:17 - Iteration 3880, lr = 0.000729
I1209 18:19:24.286314 2345 caffelib.cc:812] smoothed_loss=1.95388
INFO - 18:19:24 - Iteration 3920, lr = 0.000729
I1209 18:19:30.475720 2345 caffelib.cc:812] smoothed_loss=1.96025
INFO - 18:19:30 - Iteration 3960, lr = 0.000729
INFO - 18:19:36 - Iteration 4000, lr = 0.0006561
INFO - 18:19:36 - Ignoring source layer data
INFO - 18:19:36 - Ignoring source layer label_data_1_split
I1209 18:19:39.515148 2345 caffelib.cc:745] batch size=32
I1209 18:19:39.515172 2345 caffelib.cc:751] train_loss=2.00401
I1209 18:19:39.515184 2345 caffelib.cc:751] mcll=2.33457
I1209 18:19:39.515189 2345 caffelib.cc:751] accp=0.260621
I1209 18:19:39.515197 2345 caffelib.cc:751] acc=0.260621
I1209 18:19:39.515202 2345 caffelib.cc:751] f1=0.303323
I1209 18:19:39.515210 2345 caffelib.cc:751] recall=0.490999
I1209 18:19:39.515228 2345 caffelib.cc:751] iteration=4000
I1209 18:19:39.515238 2345 caffelib.cc:751] precision=0.219444
I1209 18:19:39.631546 2345 caffelib.cc:812] smoothed_loss=2.00484
INFO - 18:19:36 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:19:45.820518 2345 caffelib.cc:812] smoothed_loss=1.79832
INFO - 18:19:45 - Iteration 4040, lr = 0.0006561
I1209 18:19:52.010355 2345 caffelib.cc:812] smoothed_loss=1.98422
INFO - 18:19:51 - Iteration 4080, lr = 0.0006561
I1209 18:19:58.199797 2345 caffelib.cc:812] smoothed_loss=1.93243
INFO - 18:19:58 - Iteration 4120, lr = 0.0006561
I1209 18:20:04.391636 2345 caffelib.cc:812] smoothed_loss=1.93174
INFO - 18:20:04 - Iteration 4160, lr = 0.0006561
I1209 18:20:10.581672 2345 caffelib.cc:812] smoothed_loss=1.96325
INFO - 18:20:10 - Iteration 4200, lr = 0.0006561
I1209 18:20:16.772838 2345 caffelib.cc:812] smoothed_loss=1.92743
INFO - 18:20:16 - Iteration 4240, lr = 0.0006561
I1209 18:20:22.961650 2345 caffelib.cc:812] smoothed_loss=1.93975
INFO - 18:20:22 - Iteration 4280, lr = 0.0006561
I1209 18:20:29.149756 2345 caffelib.cc:812] smoothed_loss=1.91938
INFO - 18:20:28 - Iteration 4320, lr = 0.0006561
I1209 18:20:35.339130 2345 caffelib.cc:812] smoothed_loss=1.88519
INFO - 18:20:35 - Iteration 4360, lr = 0.0006561
I1209 18:20:41.528455 2345 caffelib.cc:812] smoothed_loss=1.83081
INFO - 18:20:41 - Iteration 4400, lr = 0.0006561
I1209 18:20:47.718094 2345 caffelib.cc:812] smoothed_loss=1.92682
INFO - 18:20:47 - Iteration 4440, lr = 0.0006561
I1209 18:20:53.907981 2345 caffelib.cc:812] smoothed_loss=1.87318
INFO - 18:20:53 - Iteration 4480, lr = 0.0006561
INFO - 18:20:56 - Ignoring source layer data
INFO - 18:20:56 - Ignoring source layer label_data_1_split
I1209 18:20:59.852810 2345 caffelib.cc:745] batch size=32
I1209 18:20:59.852838 2345 caffelib.cc:751] train_loss=1.88652
I1209 18:20:59.852851 2345 caffelib.cc:751] mcll=2.32126
I1209 18:20:59.852869 2345 caffelib.cc:751] accp=0.281046
I1209 18:20:59.852883 2345 caffelib.cc:751] acc=0.281046
I1209 18:20:59.852911 2345 caffelib.cc:751] f1=0.288463
I1209 18:20:59.852921 2345 caffelib.cc:751] recall=0.365796
I1209 18:20:59.852929 2345 caffelib.cc:751] iteration=4500
I1209 18:20:59.852938 2345 caffelib.cc:751] precision=0.238121
I1209 18:20:59.968979 2345 caffelib.cc:812] smoothed_loss=1.89136
INFO - 18:20:56 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:21:03.065131 2345 caffelib.cc:812] smoothed_loss=1.93581
INFO - 18:21:02 - Iteration 4520, lr = 0.0006561
I1209 18:21:09.257570 2345 caffelib.cc:812] smoothed_loss=1.94662
INFO - 18:21:09 - Iteration 4560, lr = 0.0006561
I1209 18:21:15.447531 2345 caffelib.cc:812] smoothed_loss=1.90238
INFO - 18:21:15 - Iteration 4600, lr = 0.0006561
I1209 18:21:21.637807 2345 caffelib.cc:812] smoothed_loss=1.90939
INFO - 18:21:21 - Iteration 4640, lr = 0.0006561
I1209 18:21:27.828336 2345 caffelib.cc:812] smoothed_loss=1.92763
INFO - 18:21:27 - Iteration 4680, lr = 0.0006561
I1209 18:21:34.017369 2345 caffelib.cc:812] smoothed_loss=1.7984
INFO - 18:21:33 - Iteration 4720, lr = 0.0006561
I1209 18:21:40.206809 2345 caffelib.cc:812] smoothed_loss=1.89138
INFO - 18:21:40 - Iteration 4760, lr = 0.0006561
I1209 18:21:46.396512 2345 caffelib.cc:812] smoothed_loss=1.84162
INFO - 18:21:46 - Iteration 4800, lr = 0.0006561
I1209 18:21:52.585196 2345 caffelib.cc:812] smoothed_loss=1.88111
INFO - 18:21:52 - Iteration 4840, lr = 0.0006561
I1209 18:21:58.775511 2345 caffelib.cc:812] smoothed_loss=1.90947
INFO - 18:21:58 - Iteration 4880, lr = 0.0006561
I1209 18:22:04.969633 2345 caffelib.cc:812] smoothed_loss=1.96034
INFO - 18:22:04 - Iteration 4920, lr = 0.0006561
I1209 18:22:11.159962 2345 caffelib.cc:812] smoothed_loss=1.85905
INFO - 18:22:11 - Iteration 4960, lr = 0.0006561
INFO - 18:22:17 - Iteration 5000, lr = 0.00059049
INFO - 18:22:17 - Ignoring source layer data
INFO - 18:22:17 - Ignoring source layer label_data_1_split
I1209 18:22:20.195647 2345 caffelib.cc:745] batch size=32
I1209 18:22:20.195672 2345 caffelib.cc:751] train_loss=1.87822
I1209 18:22:20.195683 2345 caffelib.cc:751] mcll=2.49956
I1209 18:22:20.195705 2345 caffelib.cc:751] accp=0.264706
I1209 18:22:20.195714 2345 caffelib.cc:751] acc=0.264706
I1209 18:22:20.195724 2345 caffelib.cc:751] f1=0.291375
I1209 18:22:20.195732 2345 caffelib.cc:751] recall=0.405412
I1209 18:22:20.195741 2345 caffelib.cc:751] iteration=5000
I1209 18:22:20.195750 2345 caffelib.cc:751] precision=0.227408
I1209 18:22:20.312191 2345 caffelib.cc:812] smoothed_loss=1.88509
INFO - 18:22:17 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:22:26.499553 2345 caffelib.cc:812] smoothed_loss=1.83491
INFO - 18:22:26 - Iteration 5040, lr = 0.00059049
I1209 18:22:32.687767 2345 caffelib.cc:812] smoothed_loss=1.78517
INFO - 18:22:32 - Iteration 5080, lr = 0.00059049
I1209 18:22:38.876677 2345 caffelib.cc:812] smoothed_loss=1.89887
INFO - 18:22:38 - Iteration 5120, lr = 0.00059049
I1209 18:22:45.065619 2345 caffelib.cc:812] smoothed_loss=1.79944
INFO - 18:22:44 - Iteration 5160, lr = 0.00059049
I1209 18:22:51.254729 2345 caffelib.cc:812] smoothed_loss=1.85891
INFO - 18:22:51 - Iteration 5200, lr = 0.00059049
I1209 18:22:57.444713 2345 caffelib.cc:812] smoothed_loss=1.89454
INFO - 18:22:57 - Iteration 5240, lr = 0.00059049
I1209 18:23:03.633646 2345 caffelib.cc:812] smoothed_loss=1.8327
INFO - 18:23:03 - Iteration 5280, lr = 0.00059049
I1209 18:23:09.822202 2345 caffelib.cc:812] smoothed_loss=1.86695
INFO - 18:23:09 - Iteration 5320, lr = 0.00059049
I1209 18:23:16.009987 2345 caffelib.cc:812] smoothed_loss=1.85691
INFO - 18:23:15 - Iteration 5360, lr = 0.00059049
I1209 18:23:22.198642 2345 caffelib.cc:812] smoothed_loss=1.71945
INFO - 18:23:22 - Iteration 5400, lr = 0.00059049
I1209 18:23:28.387856 2345 caffelib.cc:812] smoothed_loss=1.8075
INFO - 18:23:28 - Iteration 5440, lr = 0.00059049
I1209 18:23:34.576292 2345 caffelib.cc:812] smoothed_loss=1.86774
INFO - 18:23:34 - Iteration 5480, lr = 0.00059049
INFO - 18:23:37 - Ignoring source layer data
INFO - 18:23:37 - Ignoring source layer label_data_1_split
I1209 18:23:40.523881 2345 caffelib.cc:745] batch size=32
I1209 18:23:40.523907 2345 caffelib.cc:751] train_loss=1.78114
I1209 18:23:40.523919 2345 caffelib.cc:751] mcll=2.53773
I1209 18:23:40.523926 2345 caffelib.cc:751] accp=0.263072
I1209 18:23:40.523931 2345 caffelib.cc:751] acc=0.263072
I1209 18:23:40.523937 2345 caffelib.cc:751] f1=0.270152
I1209 18:23:40.523947 2345 caffelib.cc:751] recall=0.329383
I1209 18:23:40.523964 2345 caffelib.cc:751] iteration=5500
I1209 18:23:40.523973 2345 caffelib.cc:751] precision=0.228977
I1209 18:23:40.640164 2345 caffelib.cc:812] smoothed_loss=1.76492
INFO - 18:23:37 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:23:43.734217 2345 caffelib.cc:812] smoothed_loss=1.78456
INFO - 18:23:43 - Iteration 5520, lr = 0.00059049
I1209 18:23:49.923107 2345 caffelib.cc:812] smoothed_loss=1.80515
INFO - 18:23:49 - Iteration 5560, lr = 0.00059049
I1209 18:23:56.110661 2345 caffelib.cc:812] smoothed_loss=1.86979
INFO - 18:23:55 - Iteration 5600, lr = 0.00059049
I1209 18:24:02.303288 2345 caffelib.cc:812] smoothed_loss=1.77896
INFO - 18:24:02 - Iteration 5640, lr = 0.00059049
I1209 18:24:08.490361 2345 caffelib.cc:812] smoothed_loss=1.83818
INFO - 18:24:08 - Iteration 5680, lr = 0.00059049
I1209 18:24:14.680399 2345 caffelib.cc:812] smoothed_loss=1.85821
INFO - 18:24:14 - Iteration 5720, lr = 0.00059049
I1209 18:24:20.869760 2345 caffelib.cc:812] smoothed_loss=1.69893
INFO - 18:24:20 - Iteration 5760, lr = 0.00059049
I1209 18:24:27.056991 2345 caffelib.cc:812] smoothed_loss=1.8714
INFO - 18:24:26 - Iteration 5800, lr = 0.00059049
I1209 18:24:33.246127 2345 caffelib.cc:812] smoothed_loss=1.7478
INFO - 18:24:33 - Iteration 5840, lr = 0.00059049
I1209 18:24:39.435083 2345 caffelib.cc:812] smoothed_loss=1.77405
INFO - 18:24:39 - Iteration 5880, lr = 0.00059049
I1209 18:24:45.624301 2345 caffelib.cc:812] smoothed_loss=1.80279
INFO - 18:24:45 - Iteration 5920, lr = 0.00059049
I1209 18:24:51.814062 2345 caffelib.cc:812] smoothed_loss=1.80418
INFO - 18:24:51 - Iteration 5960, lr = 0.00059049
INFO - 18:24:57 - Iteration 6000, lr = 0.000531441
INFO - 18:24:57 - Ignoring source layer data
INFO - 18:24:57 - Ignoring source layer label_data_1_split
I1209 18:25:00.860783 2345 caffelib.cc:745] batch size=32
I1209 18:25:00.860808 2345 caffelib.cc:751] train_loss=1.81444
I1209 18:25:00.860821 2345 caffelib.cc:751] mcll=2.28996
I1209 18:25:00.860826 2345 caffelib.cc:751] accp=0.293301
I1209 18:25:00.860832 2345 caffelib.cc:751] acc=0.293301
I1209 18:25:00.860838 2345 caffelib.cc:751] f1=0.324702
I1209 18:25:00.860848 2345 caffelib.cc:751] recall=0.43066
I1209 18:25:00.860865 2345 caffelib.cc:751] iteration=6000
I1209 18:25:00.860874 2345 caffelib.cc:751] precision=0.260588
I1209 18:25:00.977172 2345 caffelib.cc:812] smoothed_loss=1.82825
INFO - 18:24:57 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:25:07.167222 2345 caffelib.cc:812] smoothed_loss=1.77289
INFO - 18:25:07 - Iteration 6040, lr = 0.000531441
I1209 18:25:13.359302 2345 caffelib.cc:812] smoothed_loss=1.7263
INFO - 18:25:13 - Iteration 6080, lr = 0.000531441
I1209 18:25:19.547684 2345 caffelib.cc:812] smoothed_loss=1.72991
INFO - 18:25:19 - Iteration 6120, lr = 0.000531441
I1209 18:25:25.737987 2345 caffelib.cc:812] smoothed_loss=1.80428
INFO - 18:25:25 - Iteration 6160, lr = 0.000531441
I1209 18:25:31.926499 2345 caffelib.cc:812] smoothed_loss=1.73107
INFO - 18:25:31 - Iteration 6200, lr = 0.000531441
I1209 18:25:38.114454 2345 caffelib.cc:812] smoothed_loss=1.76617
INFO - 18:25:37 - Iteration 6240, lr = 0.000531441
I1209 18:25:44.303293 2345 caffelib.cc:812] smoothed_loss=1.79592
INFO - 18:25:44 - Iteration 6280, lr = 0.000531441
I1209 18:25:50.491879 2345 caffelib.cc:812] smoothed_loss=1.79207
INFO - 18:25:50 - Iteration 6320, lr = 0.000531441
I1209 18:25:56.680076 2345 caffelib.cc:812] smoothed_loss=1.81802
INFO - 18:25:56 - Iteration 6360, lr = 0.000531441
I1209 18:26:02.872539 2345 caffelib.cc:812] smoothed_loss=1.75597
INFO - 18:26:02 - Iteration 6400, lr = 0.000531441
I1209 18:26:09.060803 2345 caffelib.cc:812] smoothed_loss=1.65767
INFO - 18:26:08 - Iteration 6440, lr = 0.000531441
I1209 18:26:15.250087 2345 caffelib.cc:812] smoothed_loss=1.74935
INFO - 18:26:15 - Iteration 6480, lr = 0.000531441
INFO - 18:26:18 - Ignoring source layer data
INFO - 18:26:18 - Ignoring source layer label_data_1_split
I1209 18:26:21.198025 2345 caffelib.cc:745] batch size=32
I1209 18:26:21.198050 2345 caffelib.cc:751] train_loss=1.80504
I1209 18:26:21.198063 2345 caffelib.cc:751] mcll=2.54076
I1209 18:26:21.198070 2345 caffelib.cc:751] accp=0.227124
I1209 18:26:21.198076 2345 caffelib.cc:751] acc=0.227124
I1209 18:26:21.198081 2345 caffelib.cc:751] f1=0.254819
I1209 18:26:21.198091 2345 caffelib.cc:751] recall=0.3656
I1209 18:26:21.198099 2345 caffelib.cc:751] iteration=6500
I1209 18:26:21.198108 2345 caffelib.cc:751] precision=0.195561
I1209 18:26:21.314302 2345 caffelib.cc:812] smoothed_loss=1.7994
INFO - 18:26:18 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:26:24.408509 2345 caffelib.cc:812] smoothed_loss=1.7406
INFO - 18:26:24 - Iteration 6520, lr = 0.000531441
I1209 18:26:30.597774 2345 caffelib.cc:812] smoothed_loss=1.71977
INFO - 18:26:30 - Iteration 6560, lr = 0.000531441
I1209 18:26:36.786579 2345 caffelib.cc:812] smoothed_loss=1.6972
INFO - 18:26:36 - Iteration 6600, lr = 0.000531441
I1209 18:26:42.974125 2345 caffelib.cc:812] smoothed_loss=1.84801
INFO - 18:26:42 - Iteration 6640, lr = 0.000531441
I1209 18:26:49.162168 2345 caffelib.cc:812] smoothed_loss=1.74853
INFO - 18:26:49 - Iteration 6680, lr = 0.000531441
I1209 18:26:55.352284 2345 caffelib.cc:812] smoothed_loss=1.78513
INFO - 18:26:55 - Iteration 6720, lr = 0.000531441
I1209 18:27:01.542492 2345 caffelib.cc:812] smoothed_loss=1.681
INFO - 18:27:01 - Iteration 6760, lr = 0.000531441
I1209 18:27:07.731288 2345 caffelib.cc:812] smoothed_loss=1.69055
INFO - 18:27:07 - Iteration 6800, lr = 0.000531441
I1209 18:27:13.919520 2345 caffelib.cc:812] smoothed_loss=1.7844
INFO - 18:27:13 - Iteration 6840, lr = 0.000531441
I1209 18:27:20.108575 2345 caffelib.cc:812] smoothed_loss=1.6825
INFO - 18:27:19 - Iteration 6880, lr = 0.000531441
I1209 18:27:26.297850 2345 caffelib.cc:812] smoothed_loss=1.7774
INFO - 18:27:26 - Iteration 6920, lr = 0.000531441
I1209 18:27:32.486510 2345 caffelib.cc:812] smoothed_loss=1.7325
INFO - 18:27:32 - Iteration 6960, lr = 0.000531441
INFO - 18:27:38 - Iteration 7000, lr = 0.000478297
INFO - 18:27:38 - Ignoring source layer data
INFO - 18:27:38 - Ignoring source layer label_data_1_split
I1209 18:27:41.542098 2345 caffelib.cc:745] batch size=32
I1209 18:27:41.542124 2345 caffelib.cc:751] train_loss=1.76514
I1209 18:27:41.542136 2345 caffelib.cc:751] mcll=1.72964
I1209 18:27:41.542142 2345 caffelib.cc:751] accp=0.397876
I1209 18:27:41.542148 2345 caffelib.cc:751] acc=0.397876
I1209 18:27:41.542155 2345 caffelib.cc:751] f1=0.417605
I1209 18:27:41.542163 2345 caffelib.cc:751] recall=0.499569
I1209 18:27:41.542172 2345 caffelib.cc:751] iteration=7000
I1209 18:27:41.542181 2345 caffelib.cc:751] precision=0.358745
I1209 18:27:41.658447 2345 caffelib.cc:812] smoothed_loss=1.76123
INFO - 18:27:38 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:27:47.848956 2345 caffelib.cc:812] smoothed_loss=1.80671
INFO - 18:27:47 - Iteration 7040, lr = 0.000478297
I1209 18:27:54.037637 2345 caffelib.cc:812] smoothed_loss=1.73218
INFO - 18:27:53 - Iteration 7080, lr = 0.000478297
I1209 18:28:00.233152 2345 caffelib.cc:812] smoothed_loss=1.61584
INFO - 18:28:00 - Iteration 7120, lr = 0.000478297
I1209 18:28:06.421013 2345 caffelib.cc:812] smoothed_loss=1.70655
INFO - 18:28:06 - Iteration 7160, lr = 0.000478297
I1209 18:28:12.611251 2345 caffelib.cc:812] smoothed_loss=1.72853
INFO - 18:28:12 - Iteration 7200, lr = 0.000478297
I1209 18:28:18.800469 2345 caffelib.cc:812] smoothed_loss=1.66565
INFO - 18:28:18 - Iteration 7240, lr = 0.000478297
I1209 18:28:24.989395 2345 caffelib.cc:812] smoothed_loss=1.68814
INFO - 18:28:24 - Iteration 7280, lr = 0.000478297
I1209 18:28:31.177979 2345 caffelib.cc:812] smoothed_loss=1.77712
INFO - 18:28:31 - Iteration 7320, lr = 0.000478297
I1209 18:28:37.367574 2345 caffelib.cc:812] smoothed_loss=1.70462
INFO - 18:28:37 - Iteration 7360, lr = 0.000478297
I1209 18:28:43.556442 2345 caffelib.cc:812] smoothed_loss=1.7588
INFO - 18:28:43 - Iteration 7400, lr = 0.000478297
I1209 18:28:49.744103 2345 caffelib.cc:812] smoothed_loss=1.70314
INFO - 18:28:49 - Iteration 7440, lr = 0.000478297
I1209 18:28:55.931619 2345 caffelib.cc:812] smoothed_loss=1.58107
INFO - 18:28:55 - Iteration 7480, lr = 0.000478297
INFO - 18:28:58 - Ignoring source layer data
INFO - 18:28:58 - Ignoring source layer label_data_1_split
I1209 18:29:01.885686 2345 caffelib.cc:745] batch size=32
I1209 18:29:01.885715 2345 caffelib.cc:751] train_loss=1.65622
I1209 18:29:01.885726 2345 caffelib.cc:751] mcll=2.0006
I1209 18:29:01.885732 2345 caffelib.cc:751] accp=0.324346
I1209 18:29:01.885740 2345 caffelib.cc:751] acc=0.324346
I1209 18:29:01.885746 2345 caffelib.cc:751] f1=0.343241
I1209 18:29:01.885751 2345 caffelib.cc:751] recall=0.414329
I1209 18:29:01.885756 2345 caffelib.cc:751] iteration=7500
I1209 18:29:01.885766 2345 caffelib.cc:751] precision=0.292975
I1209 18:29:02.002050 2345 caffelib.cc:812] smoothed_loss=1.65346
INFO - 18:28:58 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:29:05.097046 2345 caffelib.cc:812] smoothed_loss=1.72851
INFO - 18:29:04 - Iteration 7520, lr = 0.000478297
I1209 18:29:11.285812 2345 caffelib.cc:812] smoothed_loss=1.67149
INFO - 18:29:11 - Iteration 7560, lr = 0.000478297
I1209 18:29:17.472466 2345 caffelib.cc:812] smoothed_loss=1.67195
INFO - 18:29:17 - Iteration 7600, lr = 0.000478297
I1209 18:29:23.662554 2345 caffelib.cc:812] smoothed_loss=1.67558
INFO - 18:29:23 - Iteration 7640, lr = 0.000478297
I1209 18:29:29.851027 2345 caffelib.cc:812] smoothed_loss=1.78753
INFO - 18:29:29 - Iteration 7680, lr = 0.000478297
I1209 18:29:36.040035 2345 caffelib.cc:812] smoothed_loss=1.74062
INFO - 18:29:35 - Iteration 7720, lr = 0.000478297
I1209 18:29:42.229573 2345 caffelib.cc:812] smoothed_loss=1.69547
INFO - 18:29:42 - Iteration 7760, lr = 0.000478297
I1209 18:29:48.419278 2345 caffelib.cc:812] smoothed_loss=1.63144
INFO - 18:29:48 - Iteration 7800, lr = 0.000478297
I1209 18:29:54.607239 2345 caffelib.cc:812] smoothed_loss=1.61476
INFO - 18:29:54 - Iteration 7840, lr = 0.000478297
I1209 18:30:00.798318 2345 caffelib.cc:812] smoothed_loss=1.68746
INFO - 18:30:00 - Iteration 7880, lr = 0.000478297
I1209 18:30:06.987749 2345 caffelib.cc:812] smoothed_loss=1.64676
INFO - 18:30:06 - Iteration 7920, lr = 0.000478297
I1209 18:30:13.173903 2345 caffelib.cc:812] smoothed_loss=1.66171
INFO - 18:30:13 - Iteration 7960, lr = 0.000478297
INFO - 18:30:19 - Iteration 8000, lr = 0.000430467
INFO - 18:30:19 - Ignoring source layer data
INFO - 18:30:19 - Ignoring source layer label_data_1_split
I1209 18:30:22.221324 2345 caffelib.cc:745] batch size=32
I1209 18:30:22.221349 2345 caffelib.cc:751] train_loss=1.70629
I1209 18:30:22.221361 2345 caffelib.cc:751] mcll=1.99087
I1209 18:30:22.221366 2345 caffelib.cc:751] accp=0.352124
I1209 18:30:22.221372 2345 caffelib.cc:751] acc=0.352124
I1209 18:30:22.221379 2345 caffelib.cc:751] f1=0.355097
I1209 18:30:22.221396 2345 caffelib.cc:751] recall=0.402083
I1209 18:30:22.221405 2345 caffelib.cc:751] iteration=8000
I1209 18:30:22.221415 2345 caffelib.cc:751] precision=0.317943
I1209 18:30:22.337590 2345 caffelib.cc:812] smoothed_loss=1.7174
INFO - 18:30:19 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:30:28.524595 2345 caffelib.cc:812] smoothed_loss=1.74942
INFO - 18:30:28 - Iteration 8040, lr = 0.000430467
I1209 18:30:34.711076 2345 caffelib.cc:812] smoothed_loss=1.72008
INFO - 18:30:34 - Iteration 8080, lr = 0.000430467
I1209 18:30:40.897495 2345 caffelib.cc:812] smoothed_loss=1.63926
INFO - 18:30:40 - Iteration 8120, lr = 0.000430467
I1209 18:30:47.084247 2345 caffelib.cc:812] smoothed_loss=1.58723
INFO - 18:30:46 - Iteration 8160, lr = 0.000430467
I1209 18:30:53.272857 2345 caffelib.cc:812] smoothed_loss=1.65001
INFO - 18:30:53 - Iteration 8200, lr = 0.000430467
I1209 18:30:59.461836 2345 caffelib.cc:812] smoothed_loss=1.66836
INFO - 18:30:59 - Iteration 8240, lr = 0.000430467
I1209 18:31:05.653926 2345 caffelib.cc:812] smoothed_loss=1.61865
INFO - 18:31:05 - Iteration 8280, lr = 0.000430467
I1209 18:31:11.843606 2345 caffelib.cc:812] smoothed_loss=1.60127
INFO - 18:31:11 - Iteration 8320, lr = 0.000430467
I1209 18:31:18.033089 2345 caffelib.cc:812] smoothed_loss=1.74645
INFO - 18:31:17 - Iteration 8360, lr = 0.000430467
I1209 18:31:24.220468 2345 caffelib.cc:812] smoothed_loss=1.71488
INFO - 18:31:24 - Iteration 8400, lr = 0.000430467
I1209 18:31:30.409909 2345 caffelib.cc:812] smoothed_loss=1.69961
INFO - 18:31:30 - Iteration 8440, lr = 0.000430467
I1209 18:31:36.598099 2345 caffelib.cc:812] smoothed_loss=1.61935
INFO - 18:31:36 - Iteration 8480, lr = 0.000430467
INFO - 18:31:39 - Ignoring source layer data
INFO - 18:31:39 - Ignoring source layer label_data_1_split
I1209 18:31:42.551017 2345 caffelib.cc:745] batch size=32
I1209 18:31:42.551041 2345 caffelib.cc:751] train_loss=1.54336
I1209 18:31:42.551064 2345 caffelib.cc:751] mcll=2.617
I1209 18:31:42.551071 2345 caffelib.cc:751] accp=0.247549
I1209 18:31:42.551079 2345 caffelib.cc:751] acc=0.247549
I1209 18:31:42.551084 2345 caffelib.cc:751] f1=0.265747
I1209 18:31:42.551093 2345 caffelib.cc:751] recall=0.349879
I1209 18:31:42.551102 2345 caffelib.cc:751] iteration=8500
I1209 18:31:42.551111 2345 caffelib.cc:751] precision=0.214232
I1209 18:31:42.667320 2345 caffelib.cc:812] smoothed_loss=1.57745
INFO - 18:31:39 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:31:45.761343 2345 caffelib.cc:812] smoothed_loss=1.56206
INFO - 18:31:45 - Iteration 8520, lr = 0.000430467
I1209 18:31:51.950834 2345 caffelib.cc:812] smoothed_loss=1.67246
INFO - 18:31:51 - Iteration 8560, lr = 0.000430467
I1209 18:31:58.139643 2345 caffelib.cc:812] smoothed_loss=1.6208
INFO - 18:31:57 - Iteration 8600, lr = 0.000430467
I1209 18:32:04.328485 2345 caffelib.cc:812] smoothed_loss=1.62065
INFO - 18:32:04 - Iteration 8640, lr = 0.000430467
I1209 18:32:10.515347 2345 caffelib.cc:812] smoothed_loss=1.66147
INFO - 18:32:10 - Iteration 8680, lr = 0.000430467
I1209 18:32:16.704309 2345 caffelib.cc:812] smoothed_loss=1.71041
INFO - 18:32:16 - Iteration 8720, lr = 0.000430467
I1209 18:32:22.893610 2345 caffelib.cc:812] smoothed_loss=1.72409
INFO - 18:32:22 - Iteration 8760, lr = 0.000430467
I1209 18:32:29.081631 2345 caffelib.cc:812] smoothed_loss=1.6488
INFO - 18:32:28 - Iteration 8800, lr = 0.000430467
I1209 18:32:35.270625 2345 caffelib.cc:812] smoothed_loss=1.52337
INFO - 18:32:35 - Iteration 8840, lr = 0.000430467
I1209 18:32:41.457634 2345 caffelib.cc:812] smoothed_loss=1.59578
INFO - 18:32:41 - Iteration 8880, lr = 0.000430467
I1209 18:32:47.646739 2345 caffelib.cc:812] smoothed_loss=1.64797
INFO - 18:32:47 - Iteration 8920, lr = 0.000430467
I1209 18:32:53.833912 2345 caffelib.cc:812] smoothed_loss=1.5741
INFO - 18:32:53 - Iteration 8960, lr = 0.000430467
INFO - 18:32:59 - Iteration 9000, lr = 0.00038742
INFO - 18:32:59 - Ignoring source layer data
INFO - 18:32:59 - Ignoring source layer label_data_1_split
I1209 18:33:02.876973 2345 caffelib.cc:745] batch size=32
I1209 18:33:02.877001 2345 caffelib.cc:751] train_loss=1.56599
I1209 18:33:02.877013 2345 caffelib.cc:751] mcll=2.27823
I1209 18:33:02.877019 2345 caffelib.cc:751] accp=0.328431
I1209 18:33:02.877027 2345 caffelib.cc:751] acc=0.328431
I1209 18:33:02.877032 2345 caffelib.cc:751] f1=0.355202
I1209 18:33:02.877041 2345 caffelib.cc:751] recall=0.442529
I1209 18:33:02.877050 2345 caffelib.cc:751] iteration=9000
I1209 18:33:02.877059 2345 caffelib.cc:751] precision=0.296661
I1209 18:33:02.993090 2345 caffelib.cc:812] smoothed_loss=1.57394
INFO - 18:32:59 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:33:09.184337 2345 caffelib.cc:812] smoothed_loss=1.69143
INFO - 18:33:09 - Iteration 9040, lr = 0.00038742
I1209 18:33:15.373397 2345 caffelib.cc:812] smoothed_loss=1.66717
INFO - 18:33:15 - Iteration 9080, lr = 0.00038742
I1209 18:33:21.563405 2345 caffelib.cc:812] smoothed_loss=1.70609
INFO - 18:33:21 - Iteration 9120, lr = 0.00038742
I1209 18:33:27.751935 2345 caffelib.cc:812] smoothed_loss=1.6199
INFO - 18:33:27 - Iteration 9160, lr = 0.00038742
I1209 18:33:33.940362 2345 caffelib.cc:812] smoothed_loss=1.48905
INFO - 18:33:33 - Iteration 9200, lr = 0.00038742
I1209 18:33:40.128672 2345 caffelib.cc:812] smoothed_loss=1.63185
INFO - 18:33:39 - Iteration 9240, lr = 0.00038742
I1209 18:33:46.313185 2345 caffelib.cc:812] smoothed_loss=1.57303
INFO - 18:33:46 - Iteration 9280, lr = 0.00038742
I1209 18:33:52.502327 2345 caffelib.cc:812] smoothed_loss=1.56258
INFO - 18:33:52 - Iteration 9320, lr = 0.00038742
I1209 18:33:58.691750 2345 caffelib.cc:812] smoothed_loss=1.6059
INFO - 18:33:58 - Iteration 9360, lr = 0.00038742
I1209 18:34:04.884798 2345 caffelib.cc:812] smoothed_loss=1.6885
INFO - 18:34:04 - Iteration 9400, lr = 0.00038742
I1209 18:34:11.075302 2345 caffelib.cc:812] smoothed_loss=1.65646
INFO - 18:34:10 - Iteration 9440, lr = 0.00038742
I1209 18:34:17.264358 2345 caffelib.cc:812] smoothed_loss=1.61702
INFO - 18:34:17 - Iteration 9480, lr = 0.00038742
INFO - 18:34:20 - Ignoring source layer data
INFO - 18:34:20 - Ignoring source layer label_data_1_split
I1209 18:34:23.215684 2345 caffelib.cc:745] batch size=32
I1209 18:34:23.215708 2345 caffelib.cc:751] train_loss=1.5983
I1209 18:34:23.215721 2345 caffelib.cc:751] mcll=1.86813
I1209 18:34:23.215728 2345 caffelib.cc:751] accp=0.370915
I1209 18:34:23.215734 2345 caffelib.cc:751] acc=0.370915
I1209 18:34:23.215739 2345 caffelib.cc:751] f1=0.403712
I1209 18:34:23.215749 2345 caffelib.cc:751] recall=0.483059
I1209 18:34:23.215757 2345 caffelib.cc:751] iteration=9500
I1209 18:34:23.215766 2345 caffelib.cc:751] precision=0.346755
I1209 18:34:23.332087 2345 caffelib.cc:812] smoothed_loss=1.59507
INFO - 18:34:20 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:34:26.427139 2345 caffelib.cc:812] smoothed_loss=1.56331
INFO - 18:34:26 - Iteration 9520, lr = 0.00038742
I1209 18:34:32.618122 2345 caffelib.cc:812] smoothed_loss=1.5167
INFO - 18:34:32 - Iteration 9560, lr = 0.00038742
I1209 18:34:38.806401 2345 caffelib.cc:812] smoothed_loss=1.6176
INFO - 18:34:38 - Iteration 9600, lr = 0.00038742
I1209 18:34:44.995314 2345 caffelib.cc:812] smoothed_loss=1.5726
INFO - 18:34:44 - Iteration 9640, lr = 0.00038742
I1209 18:34:51.188127 2345 caffelib.cc:812] smoothed_loss=1.56574
INFO - 18:34:51 - Iteration 9680, lr = 0.00038742
I1209 18:34:57.377884 2345 caffelib.cc:812] smoothed_loss=1.60584
INFO - 18:34:57 - Iteration 9720, lr = 0.00038742
I1209 18:35:03.568553 2345 caffelib.cc:812] smoothed_loss=1.68765
INFO - 18:35:03 - Iteration 9760, lr = 0.00038742
I1209 18:35:09.756822 2345 caffelib.cc:812] smoothed_loss=1.65028
INFO - 18:35:09 - Iteration 9800, lr = 0.00038742
I1209 18:35:15.945556 2345 caffelib.cc:812] smoothed_loss=1.57719
INFO - 18:35:15 - Iteration 9840, lr = 0.00038742
I1209 18:35:22.133574 2345 caffelib.cc:812] smoothed_loss=1.50669
INFO - 18:35:21 - Iteration 9880, lr = 0.00038742
I1209 18:35:28.322379 2345 caffelib.cc:812] smoothed_loss=1.56152
INFO - 18:35:28 - Iteration 9920, lr = 0.00038742
I1209 18:35:34.511317 2345 caffelib.cc:812] smoothed_loss=1.58478
INFO - 18:35:34 - Iteration 9960, lr = 0.00038742
INFO - 18:35:40 - Iteration 10000, lr = 0.000348678
INFO - 18:35:40 - Ignoring source layer data
INFO - 18:35:40 - Ignoring source layer label_data_1_split
I1209 18:35:43.559952 2345 caffelib.cc:745] batch size=32
I1209 18:35:43.559978 2345 caffelib.cc:751] train_loss=1.5274
I1209 18:35:43.559991 2345 caffelib.cc:751] mcll=2.17913
I1209 18:35:43.559998 2345 caffelib.cc:751] accp=0.349673
I1209 18:35:43.560003 2345 caffelib.cc:751] acc=0.349673
I1209 18:35:43.560009 2345 caffelib.cc:751] f1=0.382676
I1209 18:35:43.560019 2345 caffelib.cc:751] recall=0.483527
I1209 18:35:43.560027 2345 caffelib.cc:751] iteration=10000
I1209 18:35:43.560036 2345 caffelib.cc:751] precision=0.316635
I1209 18:35:43.676118 2345 caffelib.cc:812] smoothed_loss=1.53425
INFO - 18:35:40 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:35:49.864461 2345 caffelib.cc:812] smoothed_loss=1.55132
INFO - 18:35:49 - Iteration 10040, lr = 0.000348678
I1209 18:35:56.052188 2345 caffelib.cc:812] smoothed_loss=1.66357
INFO - 18:35:55 - Iteration 10080, lr = 0.000348678
I1209 18:36:02.246891 2345 caffelib.cc:812] smoothed_loss=1.62868
INFO - 18:36:02 - Iteration 10120, lr = 0.000348678
I1209 18:36:08.436532 2345 caffelib.cc:812] smoothed_loss=1.5942
INFO - 18:36:08 - Iteration 10160, lr = 0.000348678
I1209 18:36:14.625520 2345 caffelib.cc:812] smoothed_loss=1.51587
INFO - 18:36:14 - Iteration 10200, lr = 0.000348678
I1209 18:36:20.815323 2345 caffelib.cc:812] smoothed_loss=1.48618
INFO - 18:36:20 - Iteration 10240, lr = 0.000348678
I1209 18:36:27.001358 2345 caffelib.cc:812] smoothed_loss=1.62922
INFO - 18:36:26 - Iteration 10280, lr = 0.000348678
I1209 18:36:33.189985 2345 caffelib.cc:812] smoothed_loss=1.51054
INFO - 18:36:33 - Iteration 10320, lr = 0.000348678
I1209 18:36:39.378518 2345 caffelib.cc:812] smoothed_loss=1.53345
INFO - 18:36:39 - Iteration 10360, lr = 0.000348678
I1209 18:36:45.568537 2345 caffelib.cc:812] smoothed_loss=1.59755
INFO - 18:36:45 - Iteration 10400, lr = 0.000348678
I1209 18:36:51.757930 2345 caffelib.cc:812] smoothed_loss=1.62005
INFO - 18:36:51 - Iteration 10440, lr = 0.000348678
I1209 18:36:57.946786 2345 caffelib.cc:812] smoothed_loss=1.63003
INFO - 18:36:57 - Iteration 10480, lr = 0.000348678
INFO - 18:37:00 - Ignoring source layer data
INFO - 18:37:00 - Ignoring source layer label_data_1_split
I1209 18:37:03.899516 2345 caffelib.cc:745] batch size=32
I1209 18:37:03.899541 2345 caffelib.cc:751] train_loss=1.57234
I1209 18:37:03.899554 2345 caffelib.cc:751] mcll=2.16888
I1209 18:37:03.899559 2345 caffelib.cc:751] accp=0.340686
I1209 18:37:03.899565 2345 caffelib.cc:751] acc=0.340686
I1209 18:37:03.899571 2345 caffelib.cc:751] f1=0.365776
I1209 18:37:03.899581 2345 caffelib.cc:751] recall=0.438296
I1209 18:37:03.899600 2345 caffelib.cc:751] iteration=10500
I1209 18:37:03.899608 2345 caffelib.cc:751] precision=0.313847
I1209 18:37:04.015676 2345 caffelib.cc:812] smoothed_loss=1.5651
INFO - 18:37:00 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:37:07.109974 2345 caffelib.cc:812] smoothed_loss=1.58576
INFO - 18:37:06 - Iteration 10520, lr = 0.000348678
I1209 18:37:13.298640 2345 caffelib.cc:812] smoothed_loss=1.47512
INFO - 18:37:13 - Iteration 10560, lr = 0.000348678
I1209 18:37:19.489050 2345 caffelib.cc:812] smoothed_loss=1.52218
INFO - 18:37:19 - Iteration 10600, lr = 0.000348678
I1209 18:37:25.678045 2345 caffelib.cc:812] smoothed_loss=1.61323
INFO - 18:37:25 - Iteration 10640, lr = 0.000348678
I1209 18:37:31.865629 2345 caffelib.cc:812] smoothed_loss=1.49428
INFO - 18:37:31 - Iteration 10680, lr = 0.000348678
I1209 18:37:38.056187 2345 caffelib.cc:812] smoothed_loss=1.5034
INFO - 18:37:37 - Iteration 10720, lr = 0.000348678
I1209 18:37:44.245692 2345 caffelib.cc:812] smoothed_loss=1.60919
INFO - 18:37:44 - Iteration 10760, lr = 0.000348678
I1209 18:37:50.433148 2345 caffelib.cc:812] smoothed_loss=1.57028
INFO - 18:37:50 - Iteration 10800, lr = 0.000348678
I1209 18:37:56.624117 2345 caffelib.cc:812] smoothed_loss=1.62326
INFO - 18:37:56 - Iteration 10840, lr = 0.000348678
I1209 18:38:02.814406 2345 caffelib.cc:812] smoothed_loss=1.55287
INFO - 18:38:02 - Iteration 10880, lr = 0.000348678
I1209 18:38:09.001690 2345 caffelib.cc:812] smoothed_loss=1.42307
INFO - 18:38:08 - Iteration 10920, lr = 0.000348678
I1209 18:38:15.191342 2345 caffelib.cc:812] smoothed_loss=1.54701
INFO - 18:38:15 - Iteration 10960, lr = 0.000348678
INFO - 18:38:21 - Iteration 11000, lr = 0.000313811
INFO - 18:38:21 - Ignoring source layer data
INFO - 18:38:21 - Ignoring source layer label_data_1_split
I1209 18:38:24.236469 2345 caffelib.cc:745] batch size=32
I1209 18:38:24.236493 2345 caffelib.cc:751] train_loss=1.50937
I1209 18:38:24.236506 2345 caffelib.cc:751] mcll=2.425
I1209 18:38:24.236511 2345 caffelib.cc:751] accp=0.281863
I1209 18:38:24.236517 2345 caffelib.cc:751] acc=0.281863
I1209 18:38:24.236523 2345 caffelib.cc:751] f1=0.320348
I1209 18:38:24.236529 2345 caffelib.cc:751] recall=0.424102
I1209 18:38:24.236534 2345 caffelib.cc:751] iteration=11000
I1209 18:38:24.236552 2345 caffelib.cc:751] precision=0.257381
I1209 18:38:24.352179 2345 caffelib.cc:812] smoothed_loss=1.5173
INFO - 18:38:21 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:38:30.541417 2345 caffelib.cc:812] smoothed_loss=1.48402
INFO - 18:38:30 - Iteration 11040, lr = 0.000313811
I1209 18:38:36.729612 2345 caffelib.cc:812] smoothed_loss=1.53152
INFO - 18:38:36 - Iteration 11080, lr = 0.000313811
I1209 18:38:42.918304 2345 caffelib.cc:812] smoothed_loss=1.59134
INFO - 18:38:42 - Iteration 11120, lr = 0.000313811
I1209 18:38:49.108983 2345 caffelib.cc:812] smoothed_loss=1.57024
INFO - 18:38:48 - Iteration 11160, lr = 0.000313811
I1209 18:38:55.299296 2345 caffelib.cc:812] smoothed_loss=1.53701
INFO - 18:38:55 - Iteration 11200, lr = 0.000313811
I1209 18:39:01.492406 2345 caffelib.cc:812] smoothed_loss=1.48017
INFO - 18:39:01 - Iteration 11240, lr = 0.000313811
I1209 18:39:07.683244 2345 caffelib.cc:812] smoothed_loss=1.47292
INFO - 18:39:07 - Iteration 11280, lr = 0.000313811
I1209 18:39:13.873378 2345 caffelib.cc:812] smoothed_loss=1.5315
INFO - 18:39:13 - Iteration 11320, lr = 0.000313811
I1209 18:39:20.061383 2345 caffelib.cc:812] smoothed_loss=1.47548
INFO - 18:39:19 - Iteration 11360, lr = 0.000313811
I1209 18:39:26.251250 2345 caffelib.cc:812] smoothed_loss=1.49452
INFO - 18:39:26 - Iteration 11400, lr = 0.000313811
I1209 18:39:32.441179 2345 caffelib.cc:812] smoothed_loss=1.53299
INFO - 18:39:32 - Iteration 11440, lr = 0.000313811
I1209 18:39:38.631073 2345 caffelib.cc:812] smoothed_loss=1.57241
INFO - 18:39:38 - Iteration 11480, lr = 0.000313811
INFO - 18:39:41 - Ignoring source layer data
INFO - 18:39:41 - Ignoring source layer label_data_1_split
I1209 18:39:44.577153 2345 caffelib.cc:745] batch size=32
I1209 18:39:44.577180 2345 caffelib.cc:751] train_loss=1.52997
I1209 18:39:44.577193 2345 caffelib.cc:751] mcll=2.57291
I1209 18:39:44.577199 2345 caffelib.cc:751] accp=0.294118
I1209 18:39:44.577206 2345 caffelib.cc:751] acc=0.294118
I1209 18:39:44.577211 2345 caffelib.cc:751] f1=0.306547
I1209 18:39:44.577220 2345 caffelib.cc:751] recall=0.383884
I1209 18:39:44.577229 2345 caffelib.cc:751] iteration=11500
I1209 18:39:44.577239 2345 caffelib.cc:751] precision=0.255146
I1209 18:39:44.693236 2345 caffelib.cc:812] smoothed_loss=1.53437
INFO - 18:39:41 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:39:47.789055 2345 caffelib.cc:812] smoothed_loss=1.55057
INFO - 18:39:47 - Iteration 11520, lr = 0.000313811
I1209 18:39:53.978021 2345 caffelib.cc:812] smoothed_loss=1.53001
INFO - 18:39:53 - Iteration 11560, lr = 0.000313811
I1209 18:40:00.169948 2345 caffelib.cc:812] smoothed_loss=1.42126
INFO - 18:40:00 - Iteration 11600, lr = 0.000313811
I1209 18:40:06.361744 2345 caffelib.cc:812] smoothed_loss=1.48205
INFO - 18:40:06 - Iteration 11640, lr = 0.000313811
I1209 18:40:12.551285 2345 caffelib.cc:812] smoothed_loss=1.52791
INFO - 18:40:12 - Iteration 11680, lr = 0.000313811
I1209 18:40:18.740439 2345 caffelib.cc:812] smoothed_loss=1.43502
INFO - 18:40:18 - Iteration 11720, lr = 0.000313811
I1209 18:40:24.929639 2345 caffelib.cc:812] smoothed_loss=1.48023
INFO - 18:40:24 - Iteration 11760, lr = 0.000313811
I1209 18:40:31.117821 2345 caffelib.cc:812] smoothed_loss=1.56565
INFO - 18:40:30 - Iteration 11800, lr = 0.000313811
I1209 18:40:37.306646 2345 caffelib.cc:812] smoothed_loss=1.51473
INFO - 18:40:37 - Iteration 11840, lr = 0.000313811
I1209 18:40:43.497165 2345 caffelib.cc:812] smoothed_loss=1.508
INFO - 18:40:43 - Iteration 11880, lr = 0.000313811
I1209 18:40:49.688459 2345 caffelib.cc:812] smoothed_loss=1.48373
INFO - 18:40:49 - Iteration 11920, lr = 0.000313811
I1209 18:40:55.878763 2345 caffelib.cc:812] smoothed_loss=1.4222
INFO - 18:40:55 - Iteration 11960, lr = 0.000313811
INFO - 18:41:01 - Iteration 12000, lr = 0.000282429
INFO - 18:41:01 - Ignoring source layer data
INFO - 18:41:01 - Ignoring source layer label_data_1_split
I1209 18:41:04.924132 2345 caffelib.cc:745] batch size=32
I1209 18:41:04.924159 2345 caffelib.cc:751] train_loss=1.54777
I1209 18:41:04.924170 2345 caffelib.cc:751] mcll=2.04533
I1209 18:41:04.924175 2345 caffelib.cc:751] accp=0.353758
I1209 18:41:04.924181 2345 caffelib.cc:751] acc=0.353758
I1209 18:41:04.924187 2345 caffelib.cc:751] f1=0.381612
I1209 18:41:04.924206 2345 caffelib.cc:751] recall=0.466687
I1209 18:41:04.924214 2345 caffelib.cc:751] iteration=12000
I1209 18:41:04.924222 2345 caffelib.cc:751] precision=0.322772
I1209 18:41:05.040343 2345 caffelib.cc:812] smoothed_loss=1.5389
INFO - 18:41:01 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:41:11.229583 2345 caffelib.cc:812] smoothed_loss=1.43456
INFO - 18:41:11 - Iteration 12040, lr = 0.000282429
I1209 18:41:17.418408 2345 caffelib.cc:812] smoothed_loss=1.46729
INFO - 18:41:17 - Iteration 12080, lr = 0.000282429
I1209 18:41:23.615186 2345 caffelib.cc:812] smoothed_loss=1.5159
INFO - 18:41:23 - Iteration 12120, lr = 0.000282429
I1209 18:41:29.804477 2345 caffelib.cc:812] smoothed_loss=1.5376
INFO - 18:41:29 - Iteration 12160, lr = 0.000282429
I1209 18:41:35.995549 2345 caffelib.cc:812] smoothed_loss=1.55915
INFO - 18:41:35 - Iteration 12200, lr = 0.000282429
I1209 18:41:42.187269 2345 caffelib.cc:812] smoothed_loss=1.49059
INFO - 18:41:42 - Iteration 12240, lr = 0.000282429
I1209 18:41:48.379581 2345 caffelib.cc:812] smoothed_loss=1.40964
INFO - 18:41:48 - Iteration 12280, lr = 0.000282429
I1209 18:41:54.569566 2345 caffelib.cc:812] smoothed_loss=1.4554
INFO - 18:41:54 - Iteration 12320, lr = 0.000282429
I1209 18:42:00.760846 2345 caffelib.cc:812] smoothed_loss=1.52306
INFO - 18:42:00 - Iteration 12360, lr = 0.000282429
I1209 18:42:06.952052 2345 caffelib.cc:812] smoothed_loss=1.42802
INFO - 18:42:06 - Iteration 12400, lr = 0.000282429
I1209 18:42:13.143661 2345 caffelib.cc:812] smoothed_loss=1.44048
INFO - 18:42:12 - Iteration 12440, lr = 0.000282429
I1209 18:42:19.332137 2345 caffelib.cc:812] smoothed_loss=1.51808
INFO - 18:42:19 - Iteration 12480, lr = 0.000282429
INFO - 18:42:22 - Ignoring source layer data
INFO - 18:42:22 - Ignoring source layer label_data_1_split
I1209 18:42:25.283740 2345 caffelib.cc:745] batch size=32
I1209 18:42:25.283763 2345 caffelib.cc:751] train_loss=1.51962
I1209 18:42:25.283776 2345 caffelib.cc:751] mcll=2.21699
I1209 18:42:25.283782 2345 caffelib.cc:751] accp=0.308824
I1209 18:42:25.283788 2345 caffelib.cc:751] acc=0.308824
I1209 18:42:25.283794 2345 caffelib.cc:751] f1=0.343843
I1209 18:42:25.283800 2345 caffelib.cc:751] recall=0.436177
I1209 18:42:25.283805 2345 caffelib.cc:751] iteration=12500
I1209 18:42:25.283823 2345 caffelib.cc:751] precision=0.283771
I1209 18:42:25.399708 2345 caffelib.cc:812] smoothed_loss=1.5291
INFO - 18:42:22 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:42:28.495486 2345 caffelib.cc:812] smoothed_loss=1.49269
INFO - 18:42:28 - Iteration 12520, lr = 0.000282429
I1209 18:42:34.684067 2345 caffelib.cc:812] smoothed_loss=1.51349
INFO - 18:42:34 - Iteration 12560, lr = 0.000282429
I1209 18:42:40.874945 2345 caffelib.cc:812] smoothed_loss=1.46042
INFO - 18:42:40 - Iteration 12600, lr = 0.000282429
I1209 18:42:47.065956 2345 caffelib.cc:812] smoothed_loss=1.36443
INFO - 18:42:46 - Iteration 12640, lr = 0.000282429
I1209 18:42:53.255717 2345 caffelib.cc:812] smoothed_loss=1.49936
INFO - 18:42:53 - Iteration 12680, lr = 0.000282429
I1209 18:42:59.445246 2345 caffelib.cc:812] smoothed_loss=1.4429
INFO - 18:42:59 - Iteration 12720, lr = 0.000282429
I1209 18:43:05.639806 2345 caffelib.cc:812] smoothed_loss=1.41736
INFO - 18:43:05 - Iteration 12760, lr = 0.000282429
I1209 18:43:11.832762 2345 caffelib.cc:812] smoothed_loss=1.4537
INFO - 18:43:11 - Iteration 12800, lr = 0.000282429
I1209 18:43:18.024137 2345 caffelib.cc:812] smoothed_loss=1.52816
INFO - 18:43:17 - Iteration 12840, lr = 0.000282429
I1209 18:43:24.214905 2345 caffelib.cc:812] smoothed_loss=1.4507
INFO - 18:43:24 - Iteration 12880, lr = 0.000282429
I1209 18:43:30.417616 2345 caffelib.cc:812] smoothed_loss=1.46481
INFO - 18:43:30 - Iteration 12920, lr = 0.000282429
I1209 18:43:36.607985 2345 caffelib.cc:812] smoothed_loss=1.41691
INFO - 18:43:36 - Iteration 12960, lr = 0.000282429
INFO - 18:43:42 - Iteration 13000, lr = 0.000254187
INFO - 18:43:42 - Ignoring source layer data
INFO - 18:43:42 - Ignoring source layer label_data_1_split
I1209 18:43:45.650012 2345 caffelib.cc:745] batch size=32
I1209 18:43:45.650038 2345 caffelib.cc:751] train_loss=1.39651
I1209 18:43:45.650059 2345 caffelib.cc:751] mcll=2.64247
I1209 18:43:45.650065 2345 caffelib.cc:751] accp=0.265523
I1209 18:43:45.650072 2345 caffelib.cc:751] acc=0.265523
I1209 18:43:45.650079 2345 caffelib.cc:751] f1=0.310566
I1209 18:43:45.650087 2345 caffelib.cc:751] recall=0.445393
I1209 18:43:45.650096 2345 caffelib.cc:751] iteration=13000
I1209 18:43:45.650105 2345 caffelib.cc:751] precision=0.238399
I1209 18:43:45.766295 2345 caffelib.cc:812] smoothed_loss=1.41523
INFO - 18:43:42 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:43:51.956193 2345 caffelib.cc:812] smoothed_loss=1.48222
INFO - 18:43:51 - Iteration 13040, lr = 0.000254187
I1209 18:43:58.145949 2345 caffelib.cc:812] smoothed_loss=1.40483
INFO - 18:43:57 - Iteration 13080, lr = 0.000254187
I1209 18:44:04.341572 2345 caffelib.cc:812] smoothed_loss=1.45402
INFO - 18:44:04 - Iteration 13120, lr = 0.000254187
I1209 18:44:10.531895 2345 caffelib.cc:812] smoothed_loss=1.48309
INFO - 18:44:10 - Iteration 13160, lr = 0.000254187
I1209 18:44:16.722642 2345 caffelib.cc:812] smoothed_loss=1.50173
INFO - 18:44:16 - Iteration 13200, lr = 0.000254187
I1209 18:44:22.915444 2345 caffelib.cc:812] smoothed_loss=1.46736
INFO - 18:44:22 - Iteration 13240, lr = 0.000254187
I1209 18:44:29.119698 2345 caffelib.cc:812] smoothed_loss=1.43723
INFO - 18:44:28 - Iteration 13280, lr = 0.000254187
I1209 18:44:35.311396 2345 caffelib.cc:812] smoothed_loss=1.37777
INFO - 18:44:35 - Iteration 13320, lr = 0.000254187
I1209 18:44:41.501683 2345 caffelib.cc:812] smoothed_loss=1.44549
INFO - 18:44:41 - Iteration 13360, lr = 0.000254187
I1209 18:44:47.692508 2345 caffelib.cc:812] smoothed_loss=1.45499
INFO - 18:44:47 - Iteration 13400, lr = 0.000254187
I1209 18:44:53.881901 2345 caffelib.cc:812] smoothed_loss=1.3903
INFO - 18:44:53 - Iteration 13440, lr = 0.000254187
I1209 18:45:00.072849 2345 caffelib.cc:812] smoothed_loss=1.43851
INFO - 18:44:59 - Iteration 13480, lr = 0.000254187
INFO - 18:45:03 - Ignoring source layer data
INFO - 18:45:03 - Ignoring source layer label_data_1_split
I1209 18:45:06.025575 2345 caffelib.cc:745] batch size=32
I1209 18:45:06.025599 2345 caffelib.cc:751] train_loss=1.46277
I1209 18:45:06.025611 2345 caffelib.cc:751] mcll=2.54966
I1209 18:45:06.025616 2345 caffelib.cc:751] accp=0.290033
I1209 18:45:06.025624 2345 caffelib.cc:751] acc=0.290033
I1209 18:45:06.025629 2345 caffelib.cc:751] f1=0.33675
I1209 18:45:06.025647 2345 caffelib.cc:751] recall=0.431996
I1209 18:45:06.025656 2345 caffelib.cc:751] iteration=13500
I1209 18:45:06.025665 2345 caffelib.cc:751] precision=0.275916
I1209 18:45:06.141274 2345 caffelib.cc:812] smoothed_loss=1.462
INFO - 18:45:03 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:45:09.236968 2345 caffelib.cc:812] smoothed_loss=1.52712
INFO - 18:45:09 - Iteration 13520, lr = 0.000254187
I1209 18:45:15.425578 2345 caffelib.cc:812] smoothed_loss=1.44175
INFO - 18:45:15 - Iteration 13560, lr = 0.000254187
I1209 18:45:21.614603 2345 caffelib.cc:812] smoothed_loss=1.45584
INFO - 18:45:21 - Iteration 13600, lr = 0.000254187
I1209 18:45:27.805663 2345 caffelib.cc:812] smoothed_loss=1.42327
INFO - 18:45:27 - Iteration 13640, lr = 0.000254187
I1209 18:45:34.004127 2345 caffelib.cc:812] smoothed_loss=1.34945
INFO - 18:45:33 - Iteration 13680, lr = 0.000254187
I1209 18:45:40.194037 2345 caffelib.cc:812] smoothed_loss=1.49023
INFO - 18:45:40 - Iteration 13720, lr = 0.000254187
I1209 18:45:46.385809 2345 caffelib.cc:812] smoothed_loss=1.36148
INFO - 18:45:46 - Iteration 13760, lr = 0.000254187
I1209 18:45:52.575487 2345 caffelib.cc:812] smoothed_loss=1.41957
INFO - 18:45:52 - Iteration 13800, lr = 0.000254187
I1209 18:45:58.766229 2345 caffelib.cc:812] smoothed_loss=1.42169
INFO - 18:45:58 - Iteration 13840, lr = 0.000254187
I1209 18:46:04.956557 2345 caffelib.cc:812] smoothed_loss=1.50411
INFO - 18:46:04 - Iteration 13880, lr = 0.000254187
I1209 18:46:11.148141 2345 caffelib.cc:812] smoothed_loss=1.47055
INFO - 18:46:10 - Iteration 13920, lr = 0.000254187
I1209 18:46:17.339373 2345 caffelib.cc:812] smoothed_loss=1.4315
INFO - 18:46:17 - Iteration 13960, lr = 0.000254187
INFO - 18:46:23 - Iteration 14000, lr = 0.000228768
INFO - 18:46:23 - Ignoring source layer data
INFO - 18:46:23 - Ignoring source layer label_data_1_split
I1209 18:46:26.385164 2345 caffelib.cc:745] batch size=32
I1209 18:46:26.385186 2345 caffelib.cc:751] train_loss=1.34859
I1209 18:46:26.385198 2345 caffelib.cc:751] mcll=2.8025
I1209 18:46:26.385205 2345 caffelib.cc:751] accp=0.276144
I1209 18:46:26.385210 2345 caffelib.cc:751] acc=0.276144
I1209 18:46:26.385215 2345 caffelib.cc:751] f1=0.32319
I1209 18:46:26.385226 2345 caffelib.cc:751] recall=0.436453
I1209 18:46:26.385243 2345 caffelib.cc:751] iteration=14000
I1209 18:46:26.385252 2345 caffelib.cc:751] precision=0.256601
I1209 18:46:26.501758 2345 caffelib.cc:812] smoothed_loss=1.34334
INFO - 18:46:23 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:46:32.692309 2345 caffelib.cc:812] smoothed_loss=1.37507
INFO - 18:46:32 - Iteration 14040, lr = 0.000228768
I1209 18:46:38.880755 2345 caffelib.cc:812] smoothed_loss=1.45146
INFO - 18:46:38 - Iteration 14080, lr = 0.000228768
I1209 18:46:45.069571 2345 caffelib.cc:812] smoothed_loss=1.35472
INFO - 18:46:44 - Iteration 14120, lr = 0.000228768
I1209 18:46:51.261764 2345 caffelib.cc:812] smoothed_loss=1.38962
INFO - 18:46:51 - Iteration 14160, lr = 0.000228768
I1209 18:46:57.452785 2345 caffelib.cc:812] smoothed_loss=1.47427
INFO - 18:46:57 - Iteration 14200, lr = 0.000228768
I1209 18:47:03.646330 2345 caffelib.cc:812] smoothed_loss=1.43898
INFO - 18:47:03 - Iteration 14240, lr = 0.000228768
I1209 18:47:09.838315 2345 caffelib.cc:812] smoothed_loss=1.45259
INFO - 18:47:09 - Iteration 14280, lr = 0.000228768
I1209 18:47:16.029028 2345 caffelib.cc:812] smoothed_loss=1.42165
INFO - 18:47:15 - Iteration 14320, lr = 0.000228768
I1209 18:47:22.222045 2345 caffelib.cc:812] smoothed_loss=1.29177
INFO - 18:47:22 - Iteration 14360, lr = 0.000228768
I1209 18:47:28.412868 2345 caffelib.cc:812] smoothed_loss=1.44423
INFO - 18:47:28 - Iteration 14400, lr = 0.000228768
I1209 18:47:34.602272 2345 caffelib.cc:812] smoothed_loss=1.41654
INFO - 18:47:34 - Iteration 14440, lr = 0.000228768
I1209 18:47:40.795234 2345 caffelib.cc:812] smoothed_loss=1.33186
INFO - 18:47:40 - Iteration 14480, lr = 0.000228768
INFO - 18:47:43 - Ignoring source layer data
INFO - 18:47:43 - Ignoring source layer label_data_1_split
I1209 18:47:46.749851 2345 caffelib.cc:745] batch size=32
I1209 18:47:46.749878 2345 caffelib.cc:751] train_loss=1.37625
I1209 18:47:46.749891 2345 caffelib.cc:751] mcll=2.5337
I1209 18:47:46.749897 2345 caffelib.cc:751] accp=0.325163
I1209 18:47:46.749902 2345 caffelib.cc:751] acc=0.325163
I1209 18:47:46.749908 2345 caffelib.cc:751] f1=0.354153
I1209 18:47:46.749917 2345 caffelib.cc:751] recall=0.425453
I1209 18:47:46.749935 2345 caffelib.cc:751] iteration=14500
I1209 18:47:46.749944 2345 caffelib.cc:751] precision=0.303321
I1209 18:47:46.866298 2345 caffelib.cc:812] smoothed_loss=1.38029
INFO - 18:47:43 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:47:49.961663 2345 caffelib.cc:812] smoothed_loss=1.43351
INFO - 18:47:49 - Iteration 14520, lr = 0.000228768
I1209 18:47:56.152413 2345 caffelib.cc:812] smoothed_loss=1.51033
INFO - 18:47:55 - Iteration 14560, lr = 0.000228768
I1209 18:48:02.348525 2345 caffelib.cc:812] smoothed_loss=1.4052
INFO - 18:48:02 - Iteration 14600, lr = 0.000228768
I1209 18:48:08.539800 2345 caffelib.cc:812] smoothed_loss=1.38586
INFO - 18:48:08 - Iteration 14640, lr = 0.000228768
I1209 18:48:14.731890 2345 caffelib.cc:812] smoothed_loss=1.36786
INFO - 18:48:14 - Iteration 14680, lr = 0.000228768
I1209 18:48:20.922453 2345 caffelib.cc:812] smoothed_loss=1.34265
INFO - 18:48:20 - Iteration 14720, lr = 0.000228768
I1209 18:48:27.114969 2345 caffelib.cc:812] smoothed_loss=1.44167
INFO - 18:48:26 - Iteration 14760, lr = 0.000228768
I1209 18:48:33.308239 2345 caffelib.cc:812] smoothed_loss=1.3488
INFO - 18:48:33 - Iteration 14800, lr = 0.000228768
I1209 18:48:39.500262 2345 caffelib.cc:812] smoothed_loss=1.38772
INFO - 18:48:39 - Iteration 14840, lr = 0.000228768
I1209 18:48:45.697199 2345 caffelib.cc:812] smoothed_loss=1.40419
INFO - 18:48:45 - Iteration 14880, lr = 0.000228768
I1209 18:48:51.886905 2345 caffelib.cc:812] smoothed_loss=1.46054
INFO - 18:48:51 - Iteration 14920, lr = 0.000228768
I1209 18:48:58.078759 2345 caffelib.cc:812] smoothed_loss=1.40608
INFO - 18:48:57 - Iteration 14960, lr = 0.000228768
INFO - 18:49:04 - Iteration 15000, lr = 0.000205891
INFO - 18:49:04 - Ignoring source layer data
INFO - 18:49:04 - Ignoring source layer label_data_1_split
I1209 18:49:07.125855 2345 caffelib.cc:745] batch size=32
I1209 18:49:07.125879 2345 caffelib.cc:751] train_loss=1.36899
I1209 18:49:07.125890 2345 caffelib.cc:751] mcll=2.7805
I1209 18:49:07.125896 2345 caffelib.cc:751] accp=0.281046
I1209 18:49:07.125902 2345 caffelib.cc:751] acc=0.281046
I1209 18:49:07.125908 2345 caffelib.cc:751] f1=0.318419
I1209 18:49:07.125918 2345 caffelib.cc:751] recall=0.403612
I1209 18:49:07.125936 2345 caffelib.cc:751] iteration=15000
I1209 18:49:07.125946 2345 caffelib.cc:751] precision=0.262922
I1209 18:49:07.242161 2345 caffelib.cc:812] smoothed_loss=1.37942
INFO - 18:49:04 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:49:13.433609 2345 caffelib.cc:812] smoothed_loss=1.33765
INFO - 18:49:13 - Iteration 15040, lr = 0.000205891
I1209 18:49:19.623374 2345 caffelib.cc:812] smoothed_loss=1.38665
INFO - 18:49:19 - Iteration 15080, lr = 0.000205891
I1209 18:49:25.813341 2345 caffelib.cc:812] smoothed_loss=1.41706
INFO - 18:49:25 - Iteration 15120, lr = 0.000205891
I1209 18:49:32.001910 2345 caffelib.cc:812] smoothed_loss=1.31725
INFO - 18:49:31 - Iteration 15160, lr = 0.000205891
I1209 18:49:38.191058 2345 caffelib.cc:812] smoothed_loss=1.35324
INFO - 18:49:38 - Iteration 15200, lr = 0.000205891
I1209 18:49:44.383736 2345 caffelib.cc:812] smoothed_loss=1.47242
INFO - 18:49:44 - Iteration 15240, lr = 0.000205891
I1209 18:49:50.573525 2345 caffelib.cc:812] smoothed_loss=1.39328
INFO - 18:49:50 - Iteration 15280, lr = 0.000205891
I1209 18:49:56.765301 2345 caffelib.cc:812] smoothed_loss=1.37947
INFO - 18:49:56 - Iteration 15320, lr = 0.000205891
I1209 18:50:02.957226 2345 caffelib.cc:812] smoothed_loss=1.37555
INFO - 18:50:02 - Iteration 15360, lr = 0.000205891
I1209 18:50:09.146061 2345 caffelib.cc:812] smoothed_loss=1.28286
INFO - 18:50:08 - Iteration 15400, lr = 0.000205891
I1209 18:50:15.337445 2345 caffelib.cc:812] smoothed_loss=1.43659
INFO - 18:50:15 - Iteration 15440, lr = 0.000205891
I1209 18:50:21.527298 2345 caffelib.cc:812] smoothed_loss=1.31724
INFO - 18:50:21 - Iteration 15480, lr = 0.000205891
INFO - 18:50:24 - Ignoring source layer data
INFO - 18:50:24 - Ignoring source layer label_data_1_split
I1209 18:50:27.477494 2345 caffelib.cc:745] batch size=32
I1209 18:50:27.477519 2345 caffelib.cc:751] train_loss=1.31509
I1209 18:50:27.477532 2345 caffelib.cc:751] mcll=2.98787
I1209 18:50:27.477538 2345 caffelib.cc:751] accp=0.265523
I1209 18:50:27.477545 2345 caffelib.cc:751] acc=0.265523
I1209 18:50:27.477550 2345 caffelib.cc:751] f1=0.305619
I1209 18:50:27.477558 2345 caffelib.cc:751] recall=0.423928
I1209 18:50:27.477576 2345 caffelib.cc:751] iteration=15500
I1209 18:50:27.477586 2345 caffelib.cc:751] precision=0.238936
I1209 18:50:27.593721 2345 caffelib.cc:812] smoothed_loss=1.31131
INFO - 18:50:24 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:50:30.689182 2345 caffelib.cc:812] smoothed_loss=1.35693
INFO - 18:50:30 - Iteration 15520, lr = 0.000205891
I1209 18:50:36.882006 2345 caffelib.cc:812] smoothed_loss=1.36887
INFO - 18:50:36 - Iteration 15560, lr = 0.000205891
I1209 18:50:43.071123 2345 caffelib.cc:812] smoothed_loss=1.46399
INFO - 18:50:42 - Iteration 15600, lr = 0.000205891
I1209 18:50:49.274047 2345 caffelib.cc:812] smoothed_loss=1.37988
INFO - 18:50:49 - Iteration 15640, lr = 0.000205891
I1209 18:50:55.464509 2345 caffelib.cc:812] smoothed_loss=1.39345
INFO - 18:50:55 - Iteration 15680, lr = 0.000205891
I1209 18:51:01.654963 2345 caffelib.cc:812] smoothed_loss=1.29256
INFO - 18:51:01 - Iteration 15720, lr = 0.000205891
I1209 18:51:07.843508 2345 caffelib.cc:812] smoothed_loss=1.33854
INFO - 18:51:07 - Iteration 15760, lr = 0.000205891
I1209 18:51:14.034337 2345 caffelib.cc:812] smoothed_loss=1.4281
INFO - 18:51:13 - Iteration 15800, lr = 0.000205891
I1209 18:51:20.222244 2345 caffelib.cc:812] smoothed_loss=1.29985
INFO - 18:51:20 - Iteration 15840, lr = 0.000205891
I1209 18:51:26.411818 2345 caffelib.cc:812] smoothed_loss=1.33423
INFO - 18:51:26 - Iteration 15880, lr = 0.000205891
I1209 18:51:32.602028 2345 caffelib.cc:812] smoothed_loss=1.41173
INFO - 18:51:32 - Iteration 15920, lr = 0.000205891
I1209 18:51:38.791266 2345 caffelib.cc:812] smoothed_loss=1.41691
INFO - 18:51:38 - Iteration 15960, lr = 0.000205891
INFO - 18:51:44 - Iteration 16000, lr = 0.000185302
INFO - 18:51:44 - Ignoring source layer data
INFO - 18:51:44 - Ignoring source layer label_data_1_split
I1209 18:51:47.833169 2345 caffelib.cc:745] batch size=32
I1209 18:51:47.833194 2345 caffelib.cc:751] train_loss=1.37693
I1209 18:51:47.833206 2345 caffelib.cc:751] mcll=2.21761
I1209 18:51:47.833227 2345 caffelib.cc:751] accp=0.344771
I1209 18:51:47.833247 2345 caffelib.cc:751] acc=0.344771
I1209 18:51:47.833256 2345 caffelib.cc:751] f1=0.364972
I1209 18:51:47.833266 2345 caffelib.cc:751] recall=0.414283
I1209 18:51:47.833273 2345 caffelib.cc:751] iteration=16000
I1209 18:51:47.833287 2345 caffelib.cc:751] precision=0.326151
I1209 18:51:47.949600 2345 caffelib.cc:812] smoothed_loss=1.37724
INFO - 18:51:44 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:51:54.146701 2345 caffelib.cc:812] smoothed_loss=1.37016
INFO - 18:51:53 - Iteration 16040, lr = 0.000185302
I1209 18:52:00.340039 2345 caffelib.cc:812] smoothed_loss=1.2603
INFO - 18:52:00 - Iteration 16080, lr = 0.000185302
I1209 18:52:06.529152 2345 caffelib.cc:812] smoothed_loss=1.40557
INFO - 18:52:06 - Iteration 16120, lr = 0.000185302
I1209 18:52:12.717860 2345 caffelib.cc:812] smoothed_loss=1.34956
INFO - 18:52:12 - Iteration 16160, lr = 0.000185302
I1209 18:52:18.908926 2345 caffelib.cc:812] smoothed_loss=1.30155
INFO - 18:52:18 - Iteration 16200, lr = 0.000185302
I1209 18:52:25.096912 2345 caffelib.cc:812] smoothed_loss=1.34373
INFO - 18:52:24 - Iteration 16240, lr = 0.000185302
I1209 18:52:31.286528 2345 caffelib.cc:812] smoothed_loss=1.44754
INFO - 18:52:31 - Iteration 16280, lr = 0.000185302
I1209 18:52:37.475808 2345 caffelib.cc:812] smoothed_loss=1.35608
INFO - 18:52:37 - Iteration 16320, lr = 0.000185302
I1209 18:52:43.665213 2345 caffelib.cc:812] smoothed_loss=1.35739
INFO - 18:52:43 - Iteration 16360, lr = 0.000185302
I1209 18:52:49.856482 2345 caffelib.cc:812] smoothed_loss=1.29822
INFO - 18:52:49 - Iteration 16400, lr = 0.000185302
I1209 18:52:56.059856 2345 caffelib.cc:812] smoothed_loss=1.28554
INFO - 18:52:55 - Iteration 16440, lr = 0.000185302
I1209 18:53:02.252583 2345 caffelib.cc:812] smoothed_loss=1.4145
INFO - 18:53:02 - Iteration 16480, lr = 0.000185302
INFO - 18:53:05 - Ignoring source layer data
INFO - 18:53:05 - Ignoring source layer label_data_1_split
I1209 18:53:08.204870 2345 caffelib.cc:745] batch size=32
I1209 18:53:08.204898 2345 caffelib.cc:751] train_loss=1.36341
I1209 18:53:08.204911 2345 caffelib.cc:751] mcll=2.98244
I1209 18:53:08.204917 2345 caffelib.cc:751] accp=0.258987
I1209 18:53:08.204924 2345 caffelib.cc:751] acc=0.258987
I1209 18:53:08.204931 2345 caffelib.cc:751] f1=0.280639
I1209 18:53:08.204939 2345 caffelib.cc:751] recall=0.330111
I1209 18:53:08.204948 2345 caffelib.cc:751] iteration=16500
I1209 18:53:08.204957 2345 caffelib.cc:751] precision=0.244062
I1209 18:53:08.321316 2345 caffelib.cc:812] smoothed_loss=1.35949
INFO - 18:53:05 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:53:11.417336 2345 caffelib.cc:812] smoothed_loss=1.29296
INFO - 18:53:11 - Iteration 16520, lr = 0.000185302
I1209 18:53:17.605566 2345 caffelib.cc:812] smoothed_loss=1.32531
INFO - 18:53:17 - Iteration 16560, lr = 0.000185302
I1209 18:53:23.796558 2345 caffelib.cc:812] smoothed_loss=1.37064
INFO - 18:53:23 - Iteration 16600, lr = 0.000185302
I1209 18:53:29.986937 2345 caffelib.cc:812] smoothed_loss=1.41238
INFO - 18:53:29 - Iteration 16640, lr = 0.000185302
I1209 18:53:36.178511 2345 caffelib.cc:812] smoothed_loss=1.35286
INFO - 18:53:36 - Iteration 16680, lr = 0.000185302
I1209 18:53:42.370908 2345 caffelib.cc:812] smoothed_loss=1.32722
INFO - 18:53:42 - Iteration 16720, lr = 0.000185302
I1209 18:53:48.560957 2345 caffelib.cc:812] smoothed_loss=1.29155
INFO - 18:53:48 - Iteration 16760, lr = 0.000185302
I1209 18:53:54.752338 2345 caffelib.cc:812] smoothed_loss=1.3051
INFO - 18:53:54 - Iteration 16800, lr = 0.000185302
I1209 18:54:00.943122 2345 caffelib.cc:812] smoothed_loss=1.36373
INFO - 18:54:00 - Iteration 16840, lr = 0.000185302
I1209 18:54:07.135113 2345 caffelib.cc:812] smoothed_loss=1.28144
INFO - 18:54:06 - Iteration 16880, lr = 0.000185302
I1209 18:54:13.326908 2345 caffelib.cc:812] smoothed_loss=1.31994
INFO - 18:54:13 - Iteration 16920, lr = 0.000185302
I1209 18:54:19.519198 2345 caffelib.cc:812] smoothed_loss=1.42565
INFO - 18:54:19 - Iteration 16960, lr = 0.000185302
INFO - 18:54:25 - Iteration 17000, lr = 0.000166772
INFO - 18:54:25 - Ignoring source layer data
INFO - 18:54:25 - Ignoring source layer label_data_1_split
I1209 18:54:28.564836 2345 caffelib.cc:745] batch size=32
I1209 18:54:28.564867 2345 caffelib.cc:751] train_loss=1.3564
I1209 18:54:28.564879 2345 caffelib.cc:751] mcll=2.70973
I1209 18:54:28.564888 2345 caffelib.cc:751] accp=0.294935
I1209 18:54:28.564898 2345 caffelib.cc:751] acc=0.294935
I1209 18:54:28.564905 2345 caffelib.cc:751] f1=0.326175
I1209 18:54:28.564914 2345 caffelib.cc:751] recall=0.411635
I1209 18:54:28.564924 2345 caffelib.cc:751] iteration=17000
I1209 18:54:28.564952 2345 caffelib.cc:751] precision=0.2701
I1209 18:54:28.681254 2345 caffelib.cc:812] smoothed_loss=1.34681
INFO - 18:54:25 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:54:34.872107 2345 caffelib.cc:812] smoothed_loss=1.32641
INFO - 18:54:34 - Iteration 17040, lr = 0.000166772
I1209 18:54:41.065001 2345 caffelib.cc:812] smoothed_loss=1.33296
INFO - 18:54:40 - Iteration 17080, lr = 0.000166772
I1209 18:54:47.257449 2345 caffelib.cc:812] smoothed_loss=1.24929
INFO - 18:54:47 - Iteration 17120, lr = 0.000166772
I1209 18:54:53.452489 2345 caffelib.cc:812] smoothed_loss=1.40874
INFO - 18:54:53 - Iteration 17160, lr = 0.000166772
I1209 18:54:59.644682 2345 caffelib.cc:812] smoothed_loss=1.29379
INFO - 18:54:59 - Iteration 17200, lr = 0.000166772
I1209 18:55:05.839630 2345 caffelib.cc:812] smoothed_loss=1.28536
INFO - 18:55:05 - Iteration 17240, lr = 0.000166772
I1209 18:55:12.031519 2345 caffelib.cc:812] smoothed_loss=1.32286
INFO - 18:55:11 - Iteration 17280, lr = 0.000166772
I1209 18:55:18.225910 2345 caffelib.cc:812] smoothed_loss=1.4199
INFO - 18:55:18 - Iteration 17320, lr = 0.000166772
I1209 18:55:24.419972 2345 caffelib.cc:812] smoothed_loss=1.35199
INFO - 18:55:24 - Iteration 17360, lr = 0.000166772
I1209 18:55:30.614038 2345 caffelib.cc:812] smoothed_loss=1.3394
INFO - 18:55:30 - Iteration 17400, lr = 0.000166772
I1209 18:55:36.807766 2345 caffelib.cc:812] smoothed_loss=1.25669
INFO - 18:55:36 - Iteration 17440, lr = 0.000166772
I1209 18:55:43.001730 2345 caffelib.cc:812] smoothed_loss=1.24384
INFO - 18:55:42 - Iteration 17480, lr = 0.000166772
INFO - 18:55:45 - Ignoring source layer data
INFO - 18:55:45 - Ignoring source layer label_data_1_split
I1209 18:55:48.953449 2345 caffelib.cc:745] batch size=32
I1209 18:55:48.953474 2345 caffelib.cc:751] train_loss=1.37571
I1209 18:55:48.953487 2345 caffelib.cc:751] mcll=2.82258
I1209 18:55:48.953493 2345 caffelib.cc:751] accp=0.279412
I1209 18:55:48.953500 2345 caffelib.cc:751] acc=0.279412
I1209 18:55:48.953506 2345 caffelib.cc:751] f1=0.319883
I1209 18:55:48.953516 2345 caffelib.cc:751] recall=0.413163
I1209 18:55:48.953524 2345 caffelib.cc:751] iteration=17500
I1209 18:55:48.953533 2345 caffelib.cc:751] precision=0.260964
I1209 18:55:49.069883 2345 caffelib.cc:812] smoothed_loss=1.37365
INFO - 18:55:45 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:55:52.168627 2345 caffelib.cc:812] smoothed_loss=1.40331
INFO - 18:55:52 - Iteration 17520, lr = 0.000166772
I1209 18:55:58.361932 2345 caffelib.cc:812] smoothed_loss=1.24227
INFO - 18:55:58 - Iteration 17560, lr = 0.000166772
I1209 18:56:04.569403 2345 caffelib.cc:812] smoothed_loss=1.29448
INFO - 18:56:04 - Iteration 17600, lr = 0.000166772
I1209 18:56:10.762223 2345 caffelib.cc:812] smoothed_loss=1.33343
INFO - 18:56:10 - Iteration 17640, lr = 0.000166772
I1209 18:56:16.956161 2345 caffelib.cc:812] smoothed_loss=1.40259
INFO - 18:56:16 - Iteration 17680, lr = 0.000166772
I1209 18:56:23.150312 2345 caffelib.cc:812] smoothed_loss=1.33839
INFO - 18:56:22 - Iteration 17720, lr = 0.000166772
I1209 18:56:29.342943 2345 caffelib.cc:812] smoothed_loss=1.32175
INFO - 18:56:29 - Iteration 17760, lr = 0.000166772
I1209 18:56:35.536245 2345 caffelib.cc:812] smoothed_loss=1.18938
INFO - 18:56:35 - Iteration 17800, lr = 0.000166772
I1209 18:56:41.729048 2345 caffelib.cc:812] smoothed_loss=1.3397
INFO - 18:56:41 - Iteration 17840, lr = 0.000166772
I1209 18:56:47.920217 2345 caffelib.cc:812] smoothed_loss=1.31228
INFO - 18:56:47 - Iteration 17880, lr = 0.000166772
I1209 18:56:54.111922 2345 caffelib.cc:812] smoothed_loss=1.23973
INFO - 18:56:53 - Iteration 17920, lr = 0.000166772
I1209 18:57:00.306609 2345 caffelib.cc:812] smoothed_loss=1.31071
INFO - 18:57:00 - Iteration 17960, lr = 0.000166772
INFO - 18:57:06 - Iteration 18000, lr = 0.000150095
INFO - 18:57:06 - Ignoring source layer data
INFO - 18:57:06 - Ignoring source layer label_data_1_split
I1209 18:57:09.366251 2345 caffelib.cc:745] batch size=32
I1209 18:57:09.366276 2345 caffelib.cc:751] train_loss=1.36783
I1209 18:57:09.366287 2345 caffelib.cc:751] mcll=2.68519
I1209 18:57:09.366293 2345 caffelib.cc:751] accp=0.29085
I1209 18:57:09.366299 2345 caffelib.cc:751] acc=0.29085
I1209 18:57:09.366304 2345 caffelib.cc:751] f1=0.364319
I1209 18:57:09.366323 2345 caffelib.cc:751] recall=0.496705
I1209 18:57:09.366333 2345 caffelib.cc:751] iteration=18000
I1209 18:57:09.366341 2345 caffelib.cc:751] precision=0.287651
I1209 18:57:09.482664 2345 caffelib.cc:812] smoothed_loss=1.39052
INFO - 18:57:06 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:57:15.676841 2345 caffelib.cc:812] smoothed_loss=1.31778
INFO - 18:57:15 - Iteration 18040, lr = 0.000150095
I1209 18:57:21.868280 2345 caffelib.cc:812] smoothed_loss=1.30655
INFO - 18:57:21 - Iteration 18080, lr = 0.000150095
I1209 18:57:28.060767 2345 caffelib.cc:812] smoothed_loss=1.2757
INFO - 18:57:27 - Iteration 18120, lr = 0.000150095
I1209 18:57:34.253011 2345 caffelib.cc:812] smoothed_loss=1.24433
INFO - 18:57:34 - Iteration 18160, lr = 0.000150095
I1209 18:57:40.446209 2345 caffelib.cc:812] smoothed_loss=1.38641
INFO - 18:57:40 - Iteration 18200, lr = 0.000150095
I1209 18:57:46.638595 2345 caffelib.cc:812] smoothed_loss=1.25036
INFO - 18:57:46 - Iteration 18240, lr = 0.000150095
I1209 18:57:52.833083 2345 caffelib.cc:812] smoothed_loss=1.27464
INFO - 18:57:52 - Iteration 18280, lr = 0.000150095
I1209 18:57:59.026445 2345 caffelib.cc:812] smoothed_loss=1.32613
INFO - 18:57:58 - Iteration 18320, lr = 0.000150095
I1209 18:58:05.222373 2345 caffelib.cc:812] smoothed_loss=1.40548
INFO - 18:58:05 - Iteration 18360, lr = 0.000150095
I1209 18:58:11.415544 2345 caffelib.cc:812] smoothed_loss=1.34602
INFO - 18:58:11 - Iteration 18400, lr = 0.000150095
I1209 18:58:17.610290 2345 caffelib.cc:812] smoothed_loss=1.28779
INFO - 18:58:17 - Iteration 18440, lr = 0.000150095
I1209 18:58:23.803968 2345 caffelib.cc:812] smoothed_loss=1.24177
INFO - 18:58:23 - Iteration 18480, lr = 0.000150095
INFO - 18:58:26 - Ignoring source layer data
INFO - 18:58:26 - Ignoring source layer label_data_1_split
I1209 18:58:29.756604 2345 caffelib.cc:745] batch size=32
I1209 18:58:29.756628 2345 caffelib.cc:751] train_loss=1.21166
I1209 18:58:29.756685 2345 caffelib.cc:751] mcll=2.50861
I1209 18:58:29.756693 2345 caffelib.cc:751] accp=0.338235
I1209 18:58:29.756702 2345 caffelib.cc:751] acc=0.338235
I1209 18:58:29.756711 2345 caffelib.cc:751] f1=0.356925
I1209 18:58:29.756718 2345 caffelib.cc:751] recall=0.409127
I1209 18:58:29.756728 2345 caffelib.cc:751] iteration=18500
I1209 18:58:29.756737 2345 caffelib.cc:751] precision=0.316537
I1209 18:58:29.873148 2345 caffelib.cc:812] smoothed_loss=1.22025
INFO - 18:58:26 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:58:32.968996 2345 caffelib.cc:812] smoothed_loss=1.27904
INFO - 18:58:32 - Iteration 18520, lr = 0.000150095
I1209 18:58:39.163486 2345 caffelib.cc:812] smoothed_loss=1.34837
INFO - 18:58:39 - Iteration 18560, lr = 0.000150095
I1209 18:58:45.356827 2345 caffelib.cc:812] smoothed_loss=1.23051
INFO - 18:58:45 - Iteration 18600, lr = 0.000150095
I1209 18:58:51.548060 2345 caffelib.cc:812] smoothed_loss=1.29368
INFO - 18:58:51 - Iteration 18640, lr = 0.000150095
I1209 18:58:57.741474 2345 caffelib.cc:812] smoothed_loss=1.39191
INFO - 18:58:57 - Iteration 18680, lr = 0.000150095
I1209 18:59:03.939514 2345 caffelib.cc:812] smoothed_loss=1.32867
INFO - 18:59:03 - Iteration 18720, lr = 0.000150095
I1209 18:59:10.131045 2345 caffelib.cc:812] smoothed_loss=1.29629
INFO - 18:59:09 - Iteration 18760, lr = 0.000150095
I1209 18:59:16.326683 2345 caffelib.cc:812] smoothed_loss=1.29647
INFO - 18:59:16 - Iteration 18800, lr = 0.000150095
I1209 18:59:22.519804 2345 caffelib.cc:812] smoothed_loss=1.21341
INFO - 18:59:22 - Iteration 18840, lr = 0.000150095
I1209 18:59:28.711346 2345 caffelib.cc:812] smoothed_loss=1.3582
INFO - 18:59:28 - Iteration 18880, lr = 0.000150095
I1209 18:59:34.904450 2345 caffelib.cc:812] smoothed_loss=1.26372
INFO - 18:59:34 - Iteration 18920, lr = 0.000150095
I1209 18:59:41.098459 2345 caffelib.cc:812] smoothed_loss=1.24314
INFO - 18:59:40 - Iteration 18960, lr = 0.000150095
INFO - 18:59:47 - Iteration 19000, lr = 0.000135085
INFO - 18:59:47 - Ignoring source layer data
INFO - 18:59:47 - Ignoring source layer label_data_1_split
I1209 18:59:50.137331 2345 caffelib.cc:745] batch size=32
I1209 18:59:50.137356 2345 caffelib.cc:751] train_loss=1.32965
I1209 18:59:50.137369 2345 caffelib.cc:751] mcll=2.60453
I1209 18:59:50.137374 2345 caffelib.cc:751] accp=0.331699
I1209 18:59:50.137380 2345 caffelib.cc:751] acc=0.331699
I1209 18:59:50.137387 2345 caffelib.cc:751] f1=0.381141
I1209 18:59:50.137395 2345 caffelib.cc:751] recall=0.480408
I1209 18:59:50.137413 2345 caffelib.cc:751] iteration=19000
I1209 18:59:50.137423 2345 caffelib.cc:751] precision=0.315872
I1209 18:59:50.253804 2345 caffelib.cc:812] smoothed_loss=1.31913
INFO - 18:59:47 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 18:59:56.445829 2345 caffelib.cc:812] smoothed_loss=1.39576
INFO - 18:59:56 - Iteration 19040, lr = 0.000135085
I1209 19:00:02.639979 2345 caffelib.cc:812] smoothed_loss=1.30405
INFO - 19:00:02 - Iteration 19080, lr = 0.000135085
I1209 19:00:08.833894 2345 caffelib.cc:812] smoothed_loss=1.29566
INFO - 19:00:08 - Iteration 19120, lr = 0.000135085
I1209 19:00:15.039077 2345 caffelib.cc:812] smoothed_loss=1.24526
INFO - 19:00:14 - Iteration 19160, lr = 0.000135085
I1209 19:00:21.231591 2345 caffelib.cc:812] smoothed_loss=1.21559
INFO - 19:00:21 - Iteration 19200, lr = 0.000135085
I1209 19:00:27.422940 2345 caffelib.cc:812] smoothed_loss=1.35873
INFO - 19:00:27 - Iteration 19240, lr = 0.000135085
I1209 19:00:33.616269 2345 caffelib.cc:812] smoothed_loss=1.22136
INFO - 19:00:33 - Iteration 19280, lr = 0.000135085
I1209 19:00:39.808672 2345 caffelib.cc:812] smoothed_loss=1.26585
INFO - 19:00:39 - Iteration 19320, lr = 0.000135085
I1209 19:00:46.000911 2345 caffelib.cc:812] smoothed_loss=1.28467
INFO - 19:00:45 - Iteration 19360, lr = 0.000135085
I1209 19:00:52.191452 2345 caffelib.cc:812] smoothed_loss=1.35943
INFO - 19:00:52 - Iteration 19400, lr = 0.000135085
I1209 19:00:58.381331 2345 caffelib.cc:812] smoothed_loss=1.28174
INFO - 19:00:58 - Iteration 19440, lr = 0.000135085
I1209 19:01:04.573376 2345 caffelib.cc:812] smoothed_loss=1.28557
INFO - 19:01:04 - Iteration 19480, lr = 0.000135085
INFO - 19:01:07 - Ignoring source layer data
INFO - 19:01:07 - Ignoring source layer label_data_1_split
I1209 19:01:10.520459 2345 caffelib.cc:745] batch size=32
I1209 19:01:10.520486 2345 caffelib.cc:751] train_loss=1.25034
I1209 19:01:10.520498 2345 caffelib.cc:751] mcll=2.66323
I1209 19:01:10.520504 2345 caffelib.cc:751] accp=0.319444
I1209 19:01:10.520510 2345 caffelib.cc:751] acc=0.319444
I1209 19:01:10.520515 2345 caffelib.cc:751] f1=0.364517
I1209 19:01:10.520524 2345 caffelib.cc:751] recall=0.459462
I1209 19:01:10.520542 2345 caffelib.cc:751] iteration=19500
I1209 19:01:10.520551 2345 caffelib.cc:751] precision=0.302092
I1209 19:01:10.636904 2345 caffelib.cc:812] smoothed_loss=1.24608
INFO - 19:01:07 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:01:13.732983 2345 caffelib.cc:812] smoothed_loss=1.16349
INFO - 19:01:13 - Iteration 19520, lr = 0.000135085
I1209 19:01:19.933723 2345 caffelib.cc:812] smoothed_loss=1.29609
INFO - 19:01:19 - Iteration 19560, lr = 0.000135085
I1209 19:01:26.124090 2345 caffelib.cc:812] smoothed_loss=1.29975
INFO - 19:01:25 - Iteration 19600, lr = 0.000135085
I1209 19:01:32.314818 2345 caffelib.cc:812] smoothed_loss=1.21871
INFO - 19:01:32 - Iteration 19640, lr = 0.000135085
I1209 19:01:38.504053 2345 caffelib.cc:812] smoothed_loss=1.29798
INFO - 19:01:38 - Iteration 19680, lr = 0.000135085
I1209 19:01:44.694042 2345 caffelib.cc:812] smoothed_loss=1.35488
INFO - 19:01:44 - Iteration 19720, lr = 0.000135085
I1209 19:01:50.884004 2345 caffelib.cc:812] smoothed_loss=1.29909
INFO - 19:01:50 - Iteration 19760, lr = 0.000135085
I1209 19:01:57.072522 2345 caffelib.cc:812] smoothed_loss=1.25798
INFO - 19:01:56 - Iteration 19800, lr = 0.000135085
I1209 19:02:03.263886 2345 caffelib.cc:812] smoothed_loss=1.22827
INFO - 19:02:03 - Iteration 19840, lr = 0.000135085
I1209 19:02:09.453069 2345 caffelib.cc:812] smoothed_loss=1.21372
INFO - 19:02:09 - Iteration 19880, lr = 0.000135085
I1209 19:02:15.643524 2345 caffelib.cc:812] smoothed_loss=1.32887
INFO - 19:02:15 - Iteration 19920, lr = 0.000135085
I1209 19:02:21.844892 2345 caffelib.cc:812] smoothed_loss=1.2397
INFO - 19:02:21 - Iteration 19960, lr = 0.000135085
INFO - 19:02:27 - Iteration 20000, lr = 0.000121577
INFO - 19:02:27 - Ignoring source layer data
INFO - 19:02:27 - Ignoring source layer label_data_1_split
I1209 19:02:30.889210 2345 caffelib.cc:745] batch size=32
I1209 19:02:30.889238 2345 caffelib.cc:751] train_loss=1.24145
I1209 19:02:30.889261 2345 caffelib.cc:751] mcll=3.04505
I1209 19:02:30.889267 2345 caffelib.cc:751] accp=0.295752
I1209 19:02:30.889274 2345 caffelib.cc:751] acc=0.295752
I1209 19:02:30.889284 2345 caffelib.cc:751] f1=0.349888
I1209 19:02:30.889293 2345 caffelib.cc:751] recall=0.455084
I1209 19:02:30.889302 2345 caffelib.cc:751] iteration=20000
I1209 19:02:30.889312 2345 caffelib.cc:751] precision=0.284194
I1209 19:02:31.005820 2345 caffelib.cc:812] smoothed_loss=1.24035
INFO - 19:02:27 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:02:37.196218 2345 caffelib.cc:812] smoothed_loss=1.25995
INFO - 19:02:37 - Iteration 20040, lr = 0.000121577
I1209 19:02:43.384848 2345 caffelib.cc:812] smoothed_loss=1.35562
INFO - 19:02:43 - Iteration 20080, lr = 0.000121577
I1209 19:02:49.576740 2345 caffelib.cc:812] smoothed_loss=1.28778
INFO - 19:02:49 - Iteration 20120, lr = 0.000121577
I1209 19:02:55.765786 2345 caffelib.cc:812] smoothed_loss=1.246
INFO - 19:02:55 - Iteration 20160, lr = 0.000121577
I1209 19:03:01.959009 2345 caffelib.cc:812] smoothed_loss=1.19296
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I1209 19:03:08.149374 2345 caffelib.cc:812] smoothed_loss=1.24959
INFO - 19:03:07 - Iteration 20240, lr = 0.000121577
I1209 19:03:14.339570 2345 caffelib.cc:812] smoothed_loss=1.29462
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I1209 19:03:20.529309 2345 caffelib.cc:812] smoothed_loss=1.19198
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I1209 19:03:26.718969 2345 caffelib.cc:812] smoothed_loss=1.24909
INFO - 19:03:26 - Iteration 20360, lr = 0.000121577
I1209 19:03:32.910212 2345 caffelib.cc:812] smoothed_loss=1.32404
INFO - 19:03:32 - Iteration 20400, lr = 0.000121577
I1209 19:03:39.099390 2345 caffelib.cc:812] smoothed_loss=1.31161
INFO - 19:03:38 - Iteration 20440, lr = 0.000121577
I1209 19:03:45.291816 2345 caffelib.cc:812] smoothed_loss=1.24674
INFO - 19:03:45 - Iteration 20480, lr = 0.000121577
INFO - 19:03:48 - Ignoring source layer data
INFO - 19:03:48 - Ignoring source layer label_data_1_split
I1209 19:03:51.240208 2345 caffelib.cc:745] batch size=32
I1209 19:03:51.240231 2345 caffelib.cc:751] train_loss=1.25779
I1209 19:03:51.240244 2345 caffelib.cc:751] mcll=3.37796
I1209 19:03:51.240250 2345 caffelib.cc:751] accp=0.276961
I1209 19:03:51.240257 2345 caffelib.cc:751] acc=0.276961
I1209 19:03:51.240262 2345 caffelib.cc:751] f1=0.328873
I1209 19:03:51.240267 2345 caffelib.cc:751] recall=0.427845
I1209 19:03:51.240289 2345 caffelib.cc:751] iteration=20500
I1209 19:03:51.240299 2345 caffelib.cc:751] precision=0.267088
I1209 19:03:51.356550 2345 caffelib.cc:812] smoothed_loss=1.24964
INFO - 19:03:48 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:03:54.450831 2345 caffelib.cc:812] smoothed_loss=1.26101
INFO - 19:03:54 - Iteration 20520, lr = 0.000121577
I1209 19:04:00.641556 2345 caffelib.cc:812] smoothed_loss=1.16542
INFO - 19:04:00 - Iteration 20560, lr = 0.000121577
I1209 19:04:06.828325 2345 caffelib.cc:812] smoothed_loss=1.33188
INFO - 19:04:06 - Iteration 20600, lr = 0.000121577
I1209 19:04:13.016321 2345 caffelib.cc:812] smoothed_loss=1.21761
INFO - 19:04:12 - Iteration 20640, lr = 0.000121577
I1209 19:04:19.204893 2345 caffelib.cc:812] smoothed_loss=1.19523
INFO - 19:04:19 - Iteration 20680, lr = 0.000121577
I1209 19:04:25.393338 2345 caffelib.cc:812] smoothed_loss=1.25286
INFO - 19:04:25 - Iteration 20720, lr = 0.000121577
I1209 19:04:31.581152 2345 caffelib.cc:812] smoothed_loss=1.3576
INFO - 19:04:31 - Iteration 20760, lr = 0.000121577
I1209 19:04:37.769886 2345 caffelib.cc:812] smoothed_loss=1.25957
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I1209 19:04:43.957218 2345 caffelib.cc:812] smoothed_loss=1.2793
INFO - 19:04:43 - Iteration 20840, lr = 0.000121577
I1209 19:04:50.145364 2345 caffelib.cc:812] smoothed_loss=1.19498
INFO - 19:04:49 - Iteration 20880, lr = 0.000121577
I1209 19:04:56.332136 2345 caffelib.cc:812] smoothed_loss=1.20524
INFO - 19:04:56 - Iteration 20920, lr = 0.000121577
I1209 19:05:02.523434 2345 caffelib.cc:812] smoothed_loss=1.32035
INFO - 19:05:02 - Iteration 20960, lr = 0.000121577
INFO - 19:05:08 - Iteration 21000, lr = 0.000109419
INFO - 19:05:08 - Ignoring source layer data
INFO - 19:05:08 - Ignoring source layer label_data_1_split
I1209 19:05:11.563974 2345 caffelib.cc:745] batch size=32
I1209 19:05:11.564002 2345 caffelib.cc:751] train_loss=1.2354
I1209 19:05:11.564013 2345 caffelib.cc:751] mcll=3.36854
I1209 19:05:11.564019 2345 caffelib.cc:751] accp=0.281863
I1209 19:05:11.564026 2345 caffelib.cc:751] acc=0.281863
I1209 19:05:11.564033 2345 caffelib.cc:751] f1=0.331266
I1209 19:05:11.564041 2345 caffelib.cc:751] recall=0.455865
I1209 19:05:11.564050 2345 caffelib.cc:751] iteration=21000
I1209 19:05:11.564059 2345 caffelib.cc:751] precision=0.260158
I1209 19:05:11.680238 2345 caffelib.cc:812] smoothed_loss=1.23175
INFO - 19:05:08 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:05:17.869088 2345 caffelib.cc:812] smoothed_loss=1.20623
INFO - 19:05:17 - Iteration 21040, lr = 0.000109419
I1209 19:05:24.057601 2345 caffelib.cc:812] smoothed_loss=1.23804
INFO - 19:05:23 - Iteration 21080, lr = 0.000109419
I1209 19:05:30.246223 2345 caffelib.cc:812] smoothed_loss=1.34747
INFO - 19:05:30 - Iteration 21120, lr = 0.000109419
I1209 19:05:36.434095 2345 caffelib.cc:812] smoothed_loss=1.27245
INFO - 19:05:36 - Iteration 21160, lr = 0.000109419
I1209 19:05:42.623131 2345 caffelib.cc:812] smoothed_loss=1.23587
INFO - 19:05:42 - Iteration 21200, lr = 0.000109419
I1209 19:05:48.810138 2345 caffelib.cc:812] smoothed_loss=1.14053
INFO - 19:05:48 - Iteration 21240, lr = 0.000109419
I1209 19:05:54.998486 2345 caffelib.cc:812] smoothed_loss=1.27493
INFO - 19:05:54 - Iteration 21280, lr = 0.000109419
I1209 19:06:01.189868 2345 caffelib.cc:812] smoothed_loss=1.26355
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I1209 19:06:07.379432 2345 caffelib.cc:812] smoothed_loss=1.16777
INFO - 19:06:07 - Iteration 21360, lr = 0.000109419
I1209 19:06:13.567265 2345 caffelib.cc:812] smoothed_loss=1.2368
INFO - 19:06:13 - Iteration 21400, lr = 0.000109419
I1209 19:06:19.756827 2345 caffelib.cc:812] smoothed_loss=1.31246
INFO - 19:06:19 - Iteration 21440, lr = 0.000109419
I1209 19:06:25.943089 2345 caffelib.cc:812] smoothed_loss=1.27276
INFO - 19:06:25 - Iteration 21480, lr = 0.000109419
INFO - 19:06:28 - Ignoring source layer data
INFO - 19:06:28 - Ignoring source layer label_data_1_split
I1209 19:06:31.909308 2345 caffelib.cc:745] batch size=32
I1209 19:06:31.909332 2345 caffelib.cc:751] train_loss=1.27785
I1209 19:06:31.909345 2345 caffelib.cc:751] mcll=3.05525
I1209 19:06:31.909368 2345 caffelib.cc:751] accp=0.296569
I1209 19:06:31.909377 2345 caffelib.cc:751] acc=0.296569
I1209 19:06:31.909386 2345 caffelib.cc:751] f1=0.336346
I1209 19:06:31.909395 2345 caffelib.cc:751] recall=0.432775
I1209 19:06:31.909404 2345 caffelib.cc:751] iteration=21500
I1209 19:06:31.909413 2345 caffelib.cc:751] precision=0.275058
I1209 19:06:32.025663 2345 caffelib.cc:812] smoothed_loss=1.27636
INFO - 19:06:28 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:06:35.118453 2345 caffelib.cc:812] smoothed_loss=1.25014
INFO - 19:06:34 - Iteration 21520, lr = 0.000109419
I1209 19:06:41.305877 2345 caffelib.cc:812] smoothed_loss=1.20726
INFO - 19:06:41 - Iteration 21560, lr = 0.000109419
I1209 19:06:47.494879 2345 caffelib.cc:812] smoothed_loss=1.16165
INFO - 19:06:47 - Iteration 21600, lr = 0.000109419
I1209 19:06:53.682999 2345 caffelib.cc:812] smoothed_loss=1.31721
INFO - 19:06:53 - Iteration 21640, lr = 0.000109419
I1209 19:06:59.870136 2345 caffelib.cc:812] smoothed_loss=1.18903
INFO - 19:06:59 - Iteration 21680, lr = 0.000109419
I1209 19:07:06.059633 2345 caffelib.cc:812] smoothed_loss=1.22203
INFO - 19:07:05 - Iteration 21720, lr = 0.000109419
I1209 19:07:12.246886 2345 caffelib.cc:812] smoothed_loss=1.22377
INFO - 19:07:12 - Iteration 21760, lr = 0.000109419
I1209 19:07:18.434538 2345 caffelib.cc:812] smoothed_loss=1.31601
INFO - 19:07:18 - Iteration 21800, lr = 0.000109419
I1209 19:07:24.622725 2345 caffelib.cc:812] smoothed_loss=1.26358
INFO - 19:07:24 - Iteration 21840, lr = 0.000109419
I1209 19:07:30.811707 2345 caffelib.cc:812] smoothed_loss=1.22588
INFO - 19:07:30 - Iteration 21880, lr = 0.000109419
I1209 19:07:37.000048 2345 caffelib.cc:812] smoothed_loss=1.16428
INFO - 19:07:36 - Iteration 21920, lr = 0.000109419
I1209 19:07:43.187847 2345 caffelib.cc:812] smoothed_loss=1.20526
INFO - 19:07:43 - Iteration 21960, lr = 0.000109419
INFO - 19:07:49 - Iteration 22000, lr = 9.8477e-05
INFO - 19:07:49 - Ignoring source layer data
INFO - 19:07:49 - Ignoring source layer label_data_1_split
I1209 19:07:52.226562 2345 caffelib.cc:745] batch size=32
I1209 19:07:52.226588 2345 caffelib.cc:751] train_loss=1.30158
I1209 19:07:52.226601 2345 caffelib.cc:751] mcll=2.88267
I1209 19:07:52.226606 2345 caffelib.cc:751] accp=0.293301
I1209 19:07:52.226613 2345 caffelib.cc:751] acc=0.293301
I1209 19:07:52.226619 2345 caffelib.cc:751] f1=0.333026
I1209 19:07:52.226629 2345 caffelib.cc:751] recall=0.428882
I1209 19:07:52.226637 2345 caffelib.cc:751] iteration=22000
I1209 19:07:52.226646 2345 caffelib.cc:751] precision=0.272191
I1209 19:07:52.342806 2345 caffelib.cc:812] smoothed_loss=1.28134
INFO - 19:07:49 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:07:58.530964 2345 caffelib.cc:812] smoothed_loss=1.15334
INFO - 19:07:58 - Iteration 22040, lr = 9.8477e-05
I1209 19:08:04.719974 2345 caffelib.cc:812] smoothed_loss=1.21534
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I1209 19:08:10.908709 2345 caffelib.cc:812] smoothed_loss=1.2654
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I1209 19:08:17.097620 2345 caffelib.cc:812] smoothed_loss=1.31122
INFO - 19:08:16 - Iteration 22160, lr = 9.8477e-05
I1209 19:08:23.286423 2345 caffelib.cc:812] smoothed_loss=1.20659
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I1209 19:08:29.474375 2345 caffelib.cc:812] smoothed_loss=1.25365
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I1209 19:08:35.663545 2345 caffelib.cc:812] smoothed_loss=1.12548
INFO - 19:08:35 - Iteration 22280, lr = 9.8477e-05
I1209 19:08:41.859280 2345 caffelib.cc:812] smoothed_loss=1.30159
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I1209 19:08:48.047543 2345 caffelib.cc:812] smoothed_loss=1.18228
INFO - 19:08:47 - Iteration 22360, lr = 9.8477e-05
I1209 19:08:54.234390 2345 caffelib.cc:812] smoothed_loss=1.17406
INFO - 19:08:54 - Iteration 22400, lr = 9.8477e-05
I1209 19:09:00.423086 2345 caffelib.cc:812] smoothed_loss=1.20816
INFO - 19:09:00 - Iteration 22440, lr = 9.8477e-05
I1209 19:09:06.610896 2345 caffelib.cc:812] smoothed_loss=1.31607
INFO - 19:09:06 - Iteration 22480, lr = 9.8477e-05
INFO - 19:09:09 - Ignoring source layer data
INFO - 19:09:09 - Ignoring source layer label_data_1_split
I1209 19:09:12.556749 2345 caffelib.cc:745] batch size=32
I1209 19:09:12.556774 2345 caffelib.cc:751] train_loss=1.27263
I1209 19:09:12.556787 2345 caffelib.cc:751] mcll=2.49163
I1209 19:09:12.556792 2345 caffelib.cc:751] accp=0.343954
I1209 19:09:12.556798 2345 caffelib.cc:751] acc=0.343954
I1209 19:09:12.556804 2345 caffelib.cc:751] f1=0.38534
I1209 19:09:12.556823 2345 caffelib.cc:751] recall=0.477415
I1209 19:09:12.556833 2345 caffelib.cc:751] iteration=22500
I1209 19:09:12.556841 2345 caffelib.cc:751] precision=0.323038
I1209 19:09:12.673004 2345 caffelib.cc:812] smoothed_loss=1.26619
INFO - 19:09:09 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:09:15.766371 2345 caffelib.cc:812] smoothed_loss=1.23268
INFO - 19:09:15 - Iteration 22520, lr = 9.8477e-05
I1209 19:09:21.953521 2345 caffelib.cc:812] smoothed_loss=1.21575
INFO - 19:09:21 - Iteration 22560, lr = 9.8477e-05
I1209 19:09:28.142457 2345 caffelib.cc:812] smoothed_loss=1.18646
INFO - 19:09:27 - Iteration 22600, lr = 9.8477e-05
I1209 19:09:34.331295 2345 caffelib.cc:812] smoothed_loss=1.17089
INFO - 19:09:34 - Iteration 22640, lr = 9.8477e-05
I1209 19:09:40.527640 2345 caffelib.cc:812] smoothed_loss=1.24888
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I1209 19:09:46.714810 2345 caffelib.cc:812] smoothed_loss=1.17786
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I1209 19:09:52.901751 2345 caffelib.cc:812] smoothed_loss=1.18678
INFO - 19:09:52 - Iteration 22760, lr = 9.8477e-05
I1209 19:09:59.088093 2345 caffelib.cc:812] smoothed_loss=1.19566
INFO - 19:09:58 - Iteration 22800, lr = 9.8477e-05
I1209 19:10:05.277827 2345 caffelib.cc:812] smoothed_loss=1.29764
INFO - 19:10:05 - Iteration 22840, lr = 9.8477e-05
I1209 19:10:11.464875 2345 caffelib.cc:812] smoothed_loss=1.23694
INFO - 19:10:11 - Iteration 22880, lr = 9.8477e-05
I1209 19:10:17.652698 2345 caffelib.cc:812] smoothed_loss=1.21571
INFO - 19:10:17 - Iteration 22920, lr = 9.8477e-05
I1209 19:10:23.840541 2345 caffelib.cc:812] smoothed_loss=1.12708
INFO - 19:10:23 - Iteration 22960, lr = 9.8477e-05
INFO - 19:10:29 - Iteration 23000, lr = 8.86293e-05
INFO - 19:10:29 - Ignoring source layer data
INFO - 19:10:29 - Ignoring source layer label_data_1_split
I1209 19:10:32.881317 2345 caffelib.cc:745] batch size=32
I1209 19:10:32.881343 2345 caffelib.cc:751] train_loss=1.25402
I1209 19:10:32.881356 2345 caffelib.cc:751] mcll=2.67497
I1209 19:10:32.881361 2345 caffelib.cc:751] accp=0.312092
I1209 19:10:32.881366 2345 caffelib.cc:751] acc=0.312092
I1209 19:10:32.881372 2345 caffelib.cc:751] f1=0.34025
I1209 19:10:32.881381 2345 caffelib.cc:751] recall=0.401157
I1209 19:10:32.881399 2345 caffelib.cc:751] iteration=23000
I1209 19:10:32.881408 2345 caffelib.cc:751] precision=0.2954
I1209 19:10:32.997648 2345 caffelib.cc:812] smoothed_loss=1.25914
INFO - 19:10:29 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:10:39.185433 2345 caffelib.cc:812] smoothed_loss=1.20729
INFO - 19:10:39 - Iteration 23040, lr = 8.86293e-05
I1209 19:10:45.384057 2345 caffelib.cc:812] smoothed_loss=1.15027
INFO - 19:10:45 - Iteration 23080, lr = 8.86293e-05
I1209 19:10:51.571526 2345 caffelib.cc:812] smoothed_loss=1.20634
INFO - 19:10:51 - Iteration 23120, lr = 8.86293e-05
I1209 19:10:57.760680 2345 caffelib.cc:812] smoothed_loss=1.27747
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I1209 19:11:03.950927 2345 caffelib.cc:812] smoothed_loss=1.25151
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I1209 19:11:10.137176 2345 caffelib.cc:812] smoothed_loss=1.1871
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I1209 19:11:16.324796 2345 caffelib.cc:812] smoothed_loss=1.16427
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I1209 19:11:22.512377 2345 caffelib.cc:812] smoothed_loss=1.14095
INFO - 19:11:22 - Iteration 23320, lr = 8.86293e-05
I1209 19:11:28.700352 2345 caffelib.cc:812] smoothed_loss=1.29193
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I1209 19:11:34.887064 2345 caffelib.cc:812] smoothed_loss=1.16436
INFO - 19:11:34 - Iteration 23400, lr = 8.86293e-05
I1209 19:11:41.076244 2345 caffelib.cc:812] smoothed_loss=1.18552
INFO - 19:11:40 - Iteration 23440, lr = 8.86293e-05
I1209 19:11:47.277765 2345 caffelib.cc:812] smoothed_loss=1.19507
INFO - 19:11:47 - Iteration 23480, lr = 8.86293e-05
INFO - 19:11:50 - Ignoring source layer data
INFO - 19:11:50 - Ignoring source layer label_data_1_split
I1209 19:11:53.224431 2345 caffelib.cc:745] batch size=32
I1209 19:11:53.224454 2345 caffelib.cc:751] train_loss=1.27242
I1209 19:11:53.224467 2345 caffelib.cc:751] mcll=3.12345
I1209 19:11:53.224472 2345 caffelib.cc:751] accp=0.300654
I1209 19:11:53.224478 2345 caffelib.cc:751] acc=0.300654
I1209 19:11:53.224483 2345 caffelib.cc:751] f1=0.364733
I1209 19:11:53.224493 2345 caffelib.cc:751] recall=0.48691
I1209 19:11:53.224511 2345 caffelib.cc:751] iteration=23500
I1209 19:11:53.224520 2345 caffelib.cc:751] precision=0.291571
I1209 19:11:53.340687 2345 caffelib.cc:812] smoothed_loss=1.26003
INFO - 19:11:50 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:11:56.434017 2345 caffelib.cc:812] smoothed_loss=1.27599
INFO - 19:11:56 - Iteration 23520, lr = 8.86293e-05
I1209 19:12:02.625054 2345 caffelib.cc:812] smoothed_loss=1.23431
INFO - 19:12:02 - Iteration 23560, lr = 8.86293e-05
I1209 19:12:08.811256 2345 caffelib.cc:812] smoothed_loss=1.17379
INFO - 19:12:08 - Iteration 23600, lr = 8.86293e-05
I1209 19:12:14.999305 2345 caffelib.cc:812] smoothed_loss=1.10213
INFO - 19:12:14 - Iteration 23640, lr = 8.86293e-05
I1209 19:12:21.188082 2345 caffelib.cc:812] smoothed_loss=1.17306
INFO - 19:12:21 - Iteration 23680, lr = 8.86293e-05
I1209 19:12:27.374629 2345 caffelib.cc:812] smoothed_loss=1.25581
INFO - 19:12:27 - Iteration 23720, lr = 8.86293e-05
I1209 19:12:33.562602 2345 caffelib.cc:812] smoothed_loss=1.12434
INFO - 19:12:33 - Iteration 23760, lr = 8.86293e-05
I1209 19:12:39.750818 2345 caffelib.cc:812] smoothed_loss=1.17772
INFO - 19:12:39 - Iteration 23800, lr = 8.86293e-05
I1209 19:12:45.937718 2345 caffelib.cc:812] smoothed_loss=1.22893
INFO - 19:12:45 - Iteration 23840, lr = 8.86293e-05
I1209 19:12:52.139297 2345 caffelib.cc:812] smoothed_loss=1.23188
INFO - 19:12:51 - Iteration 23880, lr = 8.86293e-05
I1209 19:12:58.327127 2345 caffelib.cc:812] smoothed_loss=1.18203
INFO - 19:12:58 - Iteration 23920, lr = 8.86293e-05
I1209 19:13:04.516789 2345 caffelib.cc:812] smoothed_loss=1.19839
INFO - 19:13:04 - Iteration 23960, lr = 8.86293e-05
INFO - 19:13:10 - Iteration 24000, lr = 7.97664e-05
INFO - 19:13:10 - Ignoring source layer data
INFO - 19:13:10 - Ignoring source layer label_data_1_split
I1209 19:13:13.551324 2345 caffelib.cc:745] batch size=32
I1209 19:13:13.551350 2345 caffelib.cc:751] train_loss=1.08284
I1209 19:13:13.551373 2345 caffelib.cc:751] mcll=2.34855
I1209 19:13:13.551378 2345 caffelib.cc:751] accp=0.382353
I1209 19:13:13.551384 2345 caffelib.cc:751] acc=0.382353
I1209 19:13:13.551390 2345 caffelib.cc:751] f1=0.401657
I1209 19:13:13.551396 2345 caffelib.cc:751] recall=0.4522
I1209 19:13:13.551405 2345 caffelib.cc:751] iteration=24000
I1209 19:13:13.551414 2345 caffelib.cc:751] precision=0.361278
I1209 19:13:13.667628 2345 caffelib.cc:812] smoothed_loss=1.09803
INFO - 19:13:10 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:13:19.858758 2345 caffelib.cc:812] smoothed_loss=1.26434
INFO - 19:13:19 - Iteration 24040, lr = 7.97664e-05
I1209 19:13:26.047760 2345 caffelib.cc:812] smoothed_loss=1.12958
INFO - 19:13:25 - Iteration 24080, lr = 7.97664e-05
I1209 19:13:32.237179 2345 caffelib.cc:812] smoothed_loss=1.14129
INFO - 19:13:32 - Iteration 24120, lr = 7.97664e-05
I1209 19:13:38.426190 2345 caffelib.cc:812] smoothed_loss=1.16346
INFO - 19:13:38 - Iteration 24160, lr = 7.97664e-05
I1209 19:13:44.613572 2345 caffelib.cc:812] smoothed_loss=1.27027
INFO - 19:13:44 - Iteration 24200, lr = 7.97664e-05
I1209 19:13:50.801175 2345 caffelib.cc:812] smoothed_loss=1.22307
INFO - 19:13:50 - Iteration 24240, lr = 7.97664e-05
I1209 19:13:57.002125 2345 caffelib.cc:812] smoothed_loss=1.18905
INFO - 19:13:56 - Iteration 24280, lr = 7.97664e-05
I1209 19:14:03.195983 2345 caffelib.cc:812] smoothed_loss=1.14752
INFO - 19:14:03 - Iteration 24320, lr = 7.97664e-05
I1209 19:14:09.383766 2345 caffelib.cc:812] smoothed_loss=1.13719
INFO - 19:14:09 - Iteration 24360, lr = 7.97664e-05
I1209 19:14:15.572978 2345 caffelib.cc:812] smoothed_loss=1.24948
INFO - 19:14:15 - Iteration 24400, lr = 7.97664e-05
I1209 19:14:21.760898 2345 caffelib.cc:812] smoothed_loss=1.14743
INFO - 19:14:21 - Iteration 24440, lr = 7.97664e-05
I1209 19:14:27.947235 2345 caffelib.cc:812] smoothed_loss=1.14837
INFO - 19:14:27 - Iteration 24480, lr = 7.97664e-05
INFO - 19:14:30 - Ignoring source layer data
INFO - 19:14:30 - Ignoring source layer label_data_1_split
I1209 19:14:33.892498 2345 caffelib.cc:745] batch size=32
I1209 19:14:33.892524 2345 caffelib.cc:751] train_loss=1.16542
I1209 19:14:33.892535 2345 caffelib.cc:751] mcll=2.45705
I1209 19:14:33.892541 2345 caffelib.cc:751] accp=0.370915
I1209 19:14:33.892547 2345 caffelib.cc:751] acc=0.370915
I1209 19:14:33.892554 2345 caffelib.cc:751] f1=0.402659
I1209 19:14:33.892571 2345 caffelib.cc:751] recall=0.464043
I1209 19:14:33.892580 2345 caffelib.cc:751] iteration=24500
I1209 19:14:33.892590 2345 caffelib.cc:751] precision=0.355618
I1209 19:14:34.009016 2345 caffelib.cc:812] smoothed_loss=1.17197
INFO - 19:14:30 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:14:37.101572 2345 caffelib.cc:812] smoothed_loss=1.18632
INFO - 19:14:36 - Iteration 24520, lr = 7.97664e-05
I1209 19:14:43.290076 2345 caffelib.cc:812] smoothed_loss=1.26012
INFO - 19:14:43 - Iteration 24560, lr = 7.97664e-05
I1209 19:14:49.479305 2345 caffelib.cc:812] smoothed_loss=1.18649
INFO - 19:14:49 - Iteration 24600, lr = 7.97664e-05
I1209 19:14:55.671077 2345 caffelib.cc:812] smoothed_loss=1.18762
INFO - 19:14:55 - Iteration 24640, lr = 7.97664e-05
I1209 19:15:01.865032 2345 caffelib.cc:812] smoothed_loss=1.08037
INFO - 19:15:01 - Iteration 24680, lr = 7.97664e-05
I1209 19:15:08.059398 2345 caffelib.cc:812] smoothed_loss=1.22074
INFO - 19:15:07 - Iteration 24720, lr = 7.97664e-05
I1209 19:15:14.252360 2345 caffelib.cc:812] smoothed_loss=1.17626
INFO - 19:15:14 - Iteration 24760, lr = 7.97664e-05
I1209 19:15:20.445773 2345 caffelib.cc:812] smoothed_loss=1.1067
INFO - 19:15:20 - Iteration 24800, lr = 7.97664e-05
I1209 19:15:26.637030 2345 caffelib.cc:812] smoothed_loss=1.17636
INFO - 19:15:26 - Iteration 24840, lr = 7.97664e-05
I1209 19:15:32.828981 2345 caffelib.cc:812] smoothed_loss=1.24439
INFO - 19:15:32 - Iteration 24880, lr = 7.97664e-05
I1209 19:15:39.020231 2345 caffelib.cc:812] smoothed_loss=1.20667
INFO - 19:15:38 - Iteration 24920, lr = 7.97664e-05
I1209 19:15:45.212525 2345 caffelib.cc:812] smoothed_loss=1.1783
INFO - 19:15:45 - Iteration 24960, lr = 7.97664e-05
INFO - 19:15:51 - Iteration 25000, lr = 7.17898e-05
INFO - 19:15:51 - Ignoring source layer data
INFO - 19:15:51 - Ignoring source layer label_data_1_split
I1209 19:15:54.254400 2345 caffelib.cc:745] batch size=32
I1209 19:15:54.254423 2345 caffelib.cc:751] train_loss=1.11639
I1209 19:15:54.254436 2345 caffelib.cc:751] mcll=2.88379
I1209 19:15:54.254441 2345 caffelib.cc:751] accp=0.33415
I1209 19:15:54.254447 2345 caffelib.cc:751] acc=0.33415
I1209 19:15:54.254452 2345 caffelib.cc:751] f1=0.371464
I1209 19:15:54.254458 2345 caffelib.cc:751] recall=0.449978
I1209 19:15:54.254467 2345 caffelib.cc:751] iteration=25000
I1209 19:15:54.254487 2345 caffelib.cc:751] precision=0.316278
I1209 19:15:54.370776 2345 caffelib.cc:812] smoothed_loss=1.11785
INFO - 19:15:51 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:16:00.562263 2345 caffelib.cc:812] smoothed_loss=1.11922
INFO - 19:16:00 - Iteration 25040, lr = 7.17898e-05
I1209 19:16:06.752388 2345 caffelib.cc:812] smoothed_loss=1.2309
INFO - 19:16:06 - Iteration 25080, lr = 7.17898e-05
I1209 19:16:12.942337 2345 caffelib.cc:812] smoothed_loss=1.13964
INFO - 19:16:12 - Iteration 25120, lr = 7.17898e-05
I1209 19:16:19.131868 2345 caffelib.cc:812] smoothed_loss=1.14305
INFO - 19:16:18 - Iteration 25160, lr = 7.17898e-05
I1209 19:16:25.321144 2345 caffelib.cc:812] smoothed_loss=1.15257
INFO - 19:16:25 - Iteration 25200, lr = 7.17898e-05
I1209 19:16:31.511775 2345 caffelib.cc:812] smoothed_loss=1.24832
INFO - 19:16:31 - Iteration 25240, lr = 7.17898e-05
I1209 19:16:37.702831 2345 caffelib.cc:812] smoothed_loss=1.19835
INFO - 19:16:37 - Iteration 25280, lr = 7.17898e-05
I1209 19:16:43.891340 2345 caffelib.cc:812] smoothed_loss=1.15484
INFO - 19:16:43 - Iteration 25320, lr = 7.17898e-05
I1209 19:16:50.082708 2345 caffelib.cc:812] smoothed_loss=1.09309
INFO - 19:16:49 - Iteration 25360, lr = 7.17898e-05
I1209 19:16:56.273124 2345 caffelib.cc:812] smoothed_loss=1.15846
INFO - 19:16:56 - Iteration 25400, lr = 7.17898e-05
I1209 19:17:02.465821 2345 caffelib.cc:812] smoothed_loss=1.2331
INFO - 19:17:02 - Iteration 25440, lr = 7.17898e-05
I1209 19:17:08.656863 2345 caffelib.cc:812] smoothed_loss=1.08129
INFO - 19:17:08 - Iteration 25480, lr = 7.17898e-05
INFO - 19:17:11 - Ignoring source layer data
INFO - 19:17:11 - Ignoring source layer label_data_1_split
I1209 19:17:14.604992 2345 caffelib.cc:745] batch size=32
I1209 19:17:14.605018 2345 caffelib.cc:751] train_loss=1.11474
I1209 19:17:14.605031 2345 caffelib.cc:751] mcll=3.09468
I1209 19:17:14.605036 2345 caffelib.cc:751] accp=0.312092
I1209 19:17:14.605043 2345 caffelib.cc:751] acc=0.312092
I1209 19:17:14.605049 2345 caffelib.cc:751] f1=0.372084
I1209 19:17:14.605067 2345 caffelib.cc:751] recall=0.47221
I1209 19:17:14.605077 2345 caffelib.cc:751] iteration=25500
I1209 19:17:14.605085 2345 caffelib.cc:751] precision=0.306991
I1209 19:17:14.721390 2345 caffelib.cc:812] smoothed_loss=1.12883
INFO - 19:17:11 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:17:17.816205 2345 caffelib.cc:812] smoothed_loss=1.17857
INFO - 19:17:17 - Iteration 25520, lr = 7.17898e-05
I1209 19:17:24.006296 2345 caffelib.cc:812] smoothed_loss=1.19634
INFO - 19:17:23 - Iteration 25560, lr = 7.17898e-05
I1209 19:17:30.193511 2345 caffelib.cc:812] smoothed_loss=1.21819
INFO - 19:17:30 - Iteration 25600, lr = 7.17898e-05
I1209 19:17:36.383826 2345 caffelib.cc:812] smoothed_loss=1.16042
INFO - 19:17:36 - Iteration 25640, lr = 7.17898e-05
I1209 19:17:42.571763 2345 caffelib.cc:812] smoothed_loss=1.17504
INFO - 19:17:42 - Iteration 25680, lr = 7.17898e-05
I1209 19:17:48.762783 2345 caffelib.cc:812] smoothed_loss=1.06017
INFO - 19:17:48 - Iteration 25720, lr = 7.17898e-05
I1209 19:17:54.954195 2345 caffelib.cc:812] smoothed_loss=1.22248
INFO - 19:17:54 - Iteration 25760, lr = 7.17898e-05
I1209 19:18:01.144826 2345 caffelib.cc:812] smoothed_loss=1.11415
INFO - 19:18:00 - Iteration 25800, lr = 7.17898e-05
I1209 19:18:07.334664 2345 caffelib.cc:812] smoothed_loss=1.09436
INFO - 19:18:07 - Iteration 25840, lr = 7.17898e-05
I1209 19:18:13.526275 2345 caffelib.cc:812] smoothed_loss=1.1596
INFO - 19:18:13 - Iteration 25880, lr = 7.17898e-05
I1209 19:18:19.716688 2345 caffelib.cc:812] smoothed_loss=1.21969
INFO - 19:18:19 - Iteration 25920, lr = 7.17898e-05
I1209 19:18:25.907848 2345 caffelib.cc:812] smoothed_loss=1.18817
INFO - 19:18:25 - Iteration 25960, lr = 7.17898e-05
INFO - 19:18:31 - Iteration 26000, lr = 6.46108e-05
INFO - 19:18:31 - Ignoring source layer data
INFO - 19:18:31 - Ignoring source layer label_data_1_split
I1209 19:18:34.955205 2345 caffelib.cc:745] batch size=32
I1209 19:18:34.955234 2345 caffelib.cc:751] train_loss=1.14481
I1209 19:18:34.955245 2345 caffelib.cc:751] mcll=3.21688
I1209 19:18:34.955251 2345 caffelib.cc:751] accp=0.305556
I1209 19:18:34.955257 2345 caffelib.cc:751] acc=0.305556
I1209 19:18:34.955263 2345 caffelib.cc:751] f1=0.3554
I1209 19:18:34.955272 2345 caffelib.cc:751] recall=0.449995
I1209 19:18:34.955281 2345 caffelib.cc:751] iteration=26000
I1209 19:18:34.955291 2345 caffelib.cc:751] precision=0.293667
I1209 19:18:35.071429 2345 caffelib.cc:812] smoothed_loss=1.1509
INFO - 19:18:31 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:18:41.261257 2345 caffelib.cc:812] smoothed_loss=1.10864
INFO - 19:18:41 - Iteration 26040, lr = 6.46108e-05
I1209 19:18:47.452009 2345 caffelib.cc:812] smoothed_loss=1.11499
INFO - 19:18:47 - Iteration 26080, lr = 6.46108e-05
I1209 19:18:53.642808 2345 caffelib.cc:812] smoothed_loss=1.21881
INFO - 19:18:53 - Iteration 26120, lr = 6.46108e-05
I1209 19:18:59.833056 2345 caffelib.cc:812] smoothed_loss=1.12327
INFO - 19:18:59 - Iteration 26160, lr = 6.46108e-05
I1209 19:19:06.024339 2345 caffelib.cc:812] smoothed_loss=1.13986
INFO - 19:19:05 - Iteration 26200, lr = 6.46108e-05
I1209 19:19:12.217165 2345 caffelib.cc:812] smoothed_loss=1.12447
INFO - 19:19:12 - Iteration 26240, lr = 6.46108e-05
I1209 19:19:18.405586 2345 caffelib.cc:812] smoothed_loss=1.2443
INFO - 19:19:18 - Iteration 26280, lr = 6.46108e-05
I1209 19:19:24.597508 2345 caffelib.cc:812] smoothed_loss=1.16272
INFO - 19:19:24 - Iteration 26320, lr = 6.46108e-05
I1209 19:19:30.788058 2345 caffelib.cc:812] smoothed_loss=1.16542
INFO - 19:19:30 - Iteration 26360, lr = 6.46108e-05
I1209 19:19:36.978085 2345 caffelib.cc:812] smoothed_loss=1.05923
INFO - 19:19:36 - Iteration 26400, lr = 6.46108e-05
I1209 19:19:43.169476 2345 caffelib.cc:812] smoothed_loss=1.16839
INFO - 19:19:43 - Iteration 26440, lr = 6.46108e-05
I1209 19:19:49.358279 2345 caffelib.cc:812] smoothed_loss=1.14664
INFO - 19:19:49 - Iteration 26480, lr = 6.46108e-05
INFO - 19:19:52 - Ignoring source layer data
INFO - 19:19:52 - Ignoring source layer label_data_1_split
I1209 19:19:55.306190 2345 caffelib.cc:745] batch size=32
I1209 19:19:55.306215 2345 caffelib.cc:751] train_loss=1.09008
I1209 19:19:55.306237 2345 caffelib.cc:751] mcll=3.10899
I1209 19:19:55.306243 2345 caffelib.cc:751] accp=0.309641
I1209 19:19:55.306251 2345 caffelib.cc:751] acc=0.309641
I1209 19:19:55.306257 2345 caffelib.cc:751] f1=0.352025
I1209 19:19:55.306265 2345 caffelib.cc:751] recall=0.452466
I1209 19:19:55.306274 2345 caffelib.cc:751] iteration=26500
I1209 19:19:55.306283 2345 caffelib.cc:751] precision=0.288077
I1209 19:19:55.422543 2345 caffelib.cc:812] smoothed_loss=1.1008
INFO - 19:19:52 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:19:58.519222 2345 caffelib.cc:812] smoothed_loss=1.06954
INFO - 19:19:58 - Iteration 26520, lr = 6.46108e-05
I1209 19:20:04.712149 2345 caffelib.cc:812] smoothed_loss=1.12176
INFO - 19:20:04 - Iteration 26560, lr = 6.46108e-05
I1209 19:20:10.906042 2345 caffelib.cc:812] smoothed_loss=1.2048
INFO - 19:20:10 - Iteration 26600, lr = 6.46108e-05
I1209 19:20:17.096715 2345 caffelib.cc:812] smoothed_loss=1.17228
INFO - 19:20:16 - Iteration 26640, lr = 6.46108e-05
I1209 19:20:23.287240 2345 caffelib.cc:812] smoothed_loss=1.13979
INFO - 19:20:23 - Iteration 26680, lr = 6.46108e-05
I1209 19:20:29.477896 2345 caffelib.cc:812] smoothed_loss=1.10598
INFO - 19:20:29 - Iteration 26720, lr = 6.46108e-05
I1209 19:20:35.667287 2345 caffelib.cc:812] smoothed_loss=1.08793
INFO - 19:20:35 - Iteration 26760, lr = 6.46108e-05
I1209 19:20:41.857875 2345 caffelib.cc:812] smoothed_loss=1.18595
INFO - 19:20:41 - Iteration 26800, lr = 6.46108e-05
I1209 19:20:48.048946 2345 caffelib.cc:812] smoothed_loss=1.12015
INFO - 19:20:47 - Iteration 26840, lr = 6.46108e-05
I1209 19:20:54.237071 2345 caffelib.cc:812] smoothed_loss=1.12526
INFO - 19:20:54 - Iteration 26880, lr = 6.46108e-05
I1209 19:21:00.430434 2345 caffelib.cc:812] smoothed_loss=1.11144
INFO - 19:21:00 - Iteration 26920, lr = 6.46108e-05
I1209 19:21:06.621227 2345 caffelib.cc:812] smoothed_loss=1.2132
INFO - 19:21:06 - Iteration 26960, lr = 6.46108e-05
INFO - 19:21:12 - Iteration 27000, lr = 5.81497e-05
INFO - 19:21:12 - Ignoring source layer data
INFO - 19:21:12 - Ignoring source layer label_data_1_split
I1209 19:21:15.676484 2345 caffelib.cc:745] batch size=32
I1209 19:21:15.676512 2345 caffelib.cc:751] train_loss=1.16779
I1209 19:21:15.676523 2345 caffelib.cc:751] mcll=2.93159
I1209 19:21:15.676529 2345 caffelib.cc:751] accp=0.314542
I1209 19:21:15.676534 2345 caffelib.cc:751] acc=0.314542
I1209 19:21:15.676540 2345 caffelib.cc:751] f1=0.358778
I1209 19:21:15.676549 2345 caffelib.cc:751] recall=0.455041
I1209 19:21:15.676568 2345 caffelib.cc:751] iteration=27000
I1209 19:21:15.676578 2345 caffelib.cc:751] precision=0.296132
I1209 19:21:15.792805 2345 caffelib.cc:812] smoothed_loss=1.17066
INFO - 19:21:12 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:21:21.983851 2345 caffelib.cc:812] smoothed_loss=1.1319
INFO - 19:21:21 - Iteration 27040, lr = 5.81497e-05
I1209 19:21:28.174757 2345 caffelib.cc:812] smoothed_loss=1.05625
INFO - 19:21:28 - Iteration 27080, lr = 5.81497e-05
I1209 19:21:34.363073 2345 caffelib.cc:812] smoothed_loss=1.11199
INFO - 19:21:34 - Iteration 27120, lr = 5.81497e-05
I1209 19:21:40.553834 2345 caffelib.cc:812] smoothed_loss=1.18051
INFO - 19:21:40 - Iteration 27160, lr = 5.81497e-05
I1209 19:21:46.745153 2345 caffelib.cc:812] smoothed_loss=1.06837
INFO - 19:21:46 - Iteration 27200, lr = 5.81497e-05
I1209 19:21:52.935758 2345 caffelib.cc:812] smoothed_loss=1.12132
INFO - 19:21:52 - Iteration 27240, lr = 5.81497e-05
I1209 19:21:59.126981 2345 caffelib.cc:812] smoothed_loss=1.18652
INFO - 19:21:58 - Iteration 27280, lr = 5.81497e-05
I1209 19:22:05.320951 2345 caffelib.cc:812] smoothed_loss=1.15905
INFO - 19:22:05 - Iteration 27320, lr = 5.81497e-05
I1209 19:22:11.512228 2345 caffelib.cc:812] smoothed_loss=1.15084
INFO - 19:22:11 - Iteration 27360, lr = 5.81497e-05
I1209 19:22:17.714103 2345 caffelib.cc:812] smoothed_loss=1.14833
INFO - 19:22:17 - Iteration 27400, lr = 5.81497e-05
I1209 19:22:23.905560 2345 caffelib.cc:812] smoothed_loss=1.01417
INFO - 19:22:23 - Iteration 27440, lr = 5.81497e-05
I1209 19:22:30.096671 2345 caffelib.cc:812] smoothed_loss=1.19042
INFO - 19:22:29 - Iteration 27480, lr = 5.81497e-05
INFO - 19:22:33 - Ignoring source layer data
INFO - 19:22:33 - Ignoring source layer label_data_1_split
I1209 19:22:36.045663 2345 caffelib.cc:745] batch size=32
I1209 19:22:36.045688 2345 caffelib.cc:751] train_loss=1.18714
I1209 19:22:36.045701 2345 caffelib.cc:751] mcll=2.70003
I1209 19:22:36.045707 2345 caffelib.cc:751] accp=0.33415
I1209 19:22:36.045713 2345 caffelib.cc:751] acc=0.33415
I1209 19:22:36.045718 2345 caffelib.cc:751] f1=0.370385
I1209 19:22:36.045728 2345 caffelib.cc:751] recall=0.434877
I1209 19:22:36.045747 2345 caffelib.cc:751] iteration=27500
I1209 19:22:36.045755 2345 caffelib.cc:751] precision=0.322552
I1209 19:22:36.161350 2345 caffelib.cc:812] smoothed_loss=1.18227
INFO - 19:22:33 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:22:39.258304 2345 caffelib.cc:812] smoothed_loss=1.08283
INFO - 19:22:39 - Iteration 27520, lr = 5.81497e-05
I1209 19:22:45.447605 2345 caffelib.cc:812] smoothed_loss=1.07428
INFO - 19:22:45 - Iteration 27560, lr = 5.81497e-05
I1209 19:22:51.639538 2345 caffelib.cc:812] smoothed_loss=1.13172
INFO - 19:22:51 - Iteration 27600, lr = 5.81497e-05
I1209 19:22:57.830970 2345 caffelib.cc:812] smoothed_loss=1.18584
INFO - 19:22:57 - Iteration 27640, lr = 5.81497e-05
I1209 19:23:04.026005 2345 caffelib.cc:812] smoothed_loss=1.16095
INFO - 19:23:03 - Iteration 27680, lr = 5.81497e-05
I1209 19:23:10.215826 2345 caffelib.cc:812] smoothed_loss=1.1294
INFO - 19:23:10 - Iteration 27720, lr = 5.81497e-05
I1209 19:23:16.407369 2345 caffelib.cc:812] smoothed_loss=1.0851
INFO - 19:23:16 - Iteration 27760, lr = 5.81497e-05
I1209 19:23:22.611544 2345 caffelib.cc:812] smoothed_loss=1.07995
INFO - 19:23:22 - Iteration 27800, lr = 5.81497e-05
I1209 19:23:28.799486 2345 caffelib.cc:812] smoothed_loss=1.1617
INFO - 19:23:28 - Iteration 27840, lr = 5.81497e-05
I1209 19:23:34.989208 2345 caffelib.cc:812] smoothed_loss=1.099
INFO - 19:23:34 - Iteration 27880, lr = 5.81497e-05
I1209 19:23:41.181823 2345 caffelib.cc:812] smoothed_loss=1.10795
INFO - 19:23:41 - Iteration 27920, lr = 5.81497e-05
I1209 19:23:47.372685 2345 caffelib.cc:812] smoothed_loss=1.10647
INFO - 19:23:47 - Iteration 27960, lr = 5.81497e-05
INFO - 19:23:53 - Iteration 28000, lr = 5.23347e-05
INFO - 19:23:53 - Ignoring source layer data
INFO - 19:23:53 - Ignoring source layer label_data_1_split
I1209 19:23:56.419826 2345 caffelib.cc:745] batch size=32
I1209 19:23:56.419853 2345 caffelib.cc:751] train_loss=1.20634
I1209 19:23:56.419867 2345 caffelib.cc:751] mcll=2.47443
I1209 19:23:56.419872 2345 caffelib.cc:751] accp=0.36683
I1209 19:23:56.419878 2345 caffelib.cc:751] acc=0.36683
I1209 19:23:56.419885 2345 caffelib.cc:751] f1=0.403872
I1209 19:23:56.419894 2345 caffelib.cc:751] recall=0.479081
I1209 19:23:56.419903 2345 caffelib.cc:751] iteration=28000
I1209 19:23:56.419912 2345 caffelib.cc:751] precision=0.349072
I1209 19:23:56.536285 2345 caffelib.cc:812] smoothed_loss=1.21198
INFO - 19:23:53 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:24:02.729339 2345 caffelib.cc:812] smoothed_loss=1.14574
INFO - 19:24:02 - Iteration 28040, lr = 5.23347e-05
I1209 19:24:08.920888 2345 caffelib.cc:812] smoothed_loss=1.12083
INFO - 19:24:08 - Iteration 28080, lr = 5.23347e-05
I1209 19:24:15.108002 2345 caffelib.cc:812] smoothed_loss=1.03859
INFO - 19:24:14 - Iteration 28120, lr = 5.23347e-05
I1209 19:24:21.299849 2345 caffelib.cc:812] smoothed_loss=1.13839
INFO - 19:24:21 - Iteration 28160, lr = 5.23347e-05
I1209 19:24:27.490355 2345 caffelib.cc:812] smoothed_loss=1.13685
INFO - 19:24:27 - Iteration 28200, lr = 5.23347e-05
I1209 19:24:33.681311 2345 caffelib.cc:812] smoothed_loss=1.05228
INFO - 19:24:33 - Iteration 28240, lr = 5.23347e-05
I1209 19:24:39.872189 2345 caffelib.cc:812] smoothed_loss=1.11095
INFO - 19:24:39 - Iteration 28280, lr = 5.23347e-05
I1209 19:24:46.062765 2345 caffelib.cc:812] smoothed_loss=1.18851
INFO - 19:24:45 - Iteration 28320, lr = 5.23347e-05
I1209 19:24:52.253671 2345 caffelib.cc:812] smoothed_loss=1.15993
INFO - 19:24:52 - Iteration 28360, lr = 5.23347e-05
I1209 19:24:58.443907 2345 caffelib.cc:812] smoothed_loss=1.13935
INFO - 19:24:58 - Iteration 28400, lr = 5.23347e-05
I1209 19:25:04.637042 2345 caffelib.cc:812] smoothed_loss=1.07234
INFO - 19:25:04 - Iteration 28440, lr = 5.23347e-05
I1209 19:25:10.828246 2345 caffelib.cc:812] smoothed_loss=1.05605
INFO - 19:25:10 - Iteration 28480, lr = 5.23347e-05
INFO - 19:25:13 - Ignoring source layer data
INFO - 19:25:13 - Ignoring source layer label_data_1_split
I1209 19:25:16.781116 2345 caffelib.cc:745] batch size=32
I1209 19:25:16.781141 2345 caffelib.cc:751] train_loss=1.10373
I1209 19:25:16.781153 2345 caffelib.cc:751] mcll=2.77458
I1209 19:25:16.781159 2345 caffelib.cc:751] accp=0.340686
I1209 19:25:16.781165 2345 caffelib.cc:751] acc=0.340686
I1209 19:25:16.781172 2345 caffelib.cc:751] f1=0.376163
I1209 19:25:16.781180 2345 caffelib.cc:751] recall=0.453378
I1209 19:25:16.781198 2345 caffelib.cc:751] iteration=28500
I1209 19:25:16.781208 2345 caffelib.cc:751] precision=0.321421
I1209 19:25:16.897337 2345 caffelib.cc:812] smoothed_loss=1.10081
INFO - 19:25:13 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:25:19.995162 2345 caffelib.cc:812] smoothed_loss=1.17069
INFO - 19:25:19 - Iteration 28520, lr = 5.23347e-05
I1209 19:25:26.188457 2345 caffelib.cc:812] smoothed_loss=1.08285
INFO - 19:25:26 - Iteration 28560, lr = 5.23347e-05
I1209 19:25:32.380381 2345 caffelib.cc:812] smoothed_loss=1.10566
INFO - 19:25:32 - Iteration 28600, lr = 5.23347e-05
I1209 19:25:38.570219 2345 caffelib.cc:812] smoothed_loss=1.08761
INFO - 19:25:38 - Iteration 28640, lr = 5.23347e-05
I1209 19:25:44.761032 2345 caffelib.cc:812] smoothed_loss=1.179
INFO - 19:25:44 - Iteration 28680, lr = 5.23347e-05
I1209 19:25:50.953253 2345 caffelib.cc:812] smoothed_loss=1.1565
INFO - 19:25:50 - Iteration 28720, lr = 5.23347e-05
I1209 19:25:57.142859 2345 caffelib.cc:812] smoothed_loss=1.1054
INFO - 19:25:56 - Iteration 28760, lr = 5.23347e-05
I1209 19:26:03.336376 2345 caffelib.cc:812] smoothed_loss=1.05517
INFO - 19:26:03 - Iteration 28800, lr = 5.23347e-05
I1209 19:26:09.527011 2345 caffelib.cc:812] smoothed_loss=1.08046
INFO - 19:26:09 - Iteration 28840, lr = 5.23347e-05
I1209 19:26:15.719081 2345 caffelib.cc:812] smoothed_loss=1.15266
INFO - 19:26:15 - Iteration 28880, lr = 5.23347e-05
I1209 19:26:21.909159 2345 caffelib.cc:812] smoothed_loss=1.03724
INFO - 19:26:21 - Iteration 28920, lr = 5.23347e-05
I1209 19:26:28.100082 2345 caffelib.cc:812] smoothed_loss=1.07982
INFO - 19:26:27 - Iteration 28960, lr = 5.23347e-05
INFO - 19:26:34 - Iteration 29000, lr = 4.71013e-05
INFO - 19:26:34 - Ignoring source layer data
INFO - 19:26:34 - Ignoring source layer label_data_1_split
I1209 19:26:37.152453 2345 caffelib.cc:745] batch size=32
I1209 19:26:37.152482 2345 caffelib.cc:751] train_loss=1.12886
I1209 19:26:37.152494 2345 caffelib.cc:751] mcll=2.64309
I1209 19:26:37.152500 2345 caffelib.cc:751] accp=0.352124
I1209 19:26:37.152508 2345 caffelib.cc:751] acc=0.352124
I1209 19:26:37.152513 2345 caffelib.cc:751] f1=0.402134
I1209 19:26:37.152523 2345 caffelib.cc:751] recall=0.489154
I1209 19:26:37.152531 2345 caffelib.cc:751] iteration=29000
I1209 19:26:37.152540 2345 caffelib.cc:751] precision=0.3414
I1209 19:26:37.268952 2345 caffelib.cc:812] smoothed_loss=1.14351
INFO - 19:26:34 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:26:43.459326 2345 caffelib.cc:812] smoothed_loss=1.12528
INFO - 19:26:43 - Iteration 29040, lr = 4.71013e-05
I1209 19:26:49.650779 2345 caffelib.cc:812] smoothed_loss=1.14106
INFO - 19:26:49 - Iteration 29080, lr = 4.71013e-05
I1209 19:26:55.842356 2345 caffelib.cc:812] smoothed_loss=1.11848
INFO - 19:26:55 - Iteration 29120, lr = 4.71013e-05
I1209 19:27:02.034816 2345 caffelib.cc:812] smoothed_loss=1.015
INFO - 19:27:01 - Iteration 29160, lr = 4.71013e-05
I1209 19:27:08.226208 2345 caffelib.cc:812] smoothed_loss=1.1526
INFO - 19:27:08 - Iteration 29200, lr = 4.71013e-05
I1209 19:27:14.416916 2345 caffelib.cc:812] smoothed_loss=1.07184
INFO - 19:27:14 - Iteration 29240, lr = 4.71013e-05
I1209 19:27:20.607823 2345 caffelib.cc:812] smoothed_loss=1.05524
INFO - 19:27:20 - Iteration 29280, lr = 4.71013e-05
I1209 19:27:26.801733 2345 caffelib.cc:812] smoothed_loss=1.08298
INFO - 19:27:26 - Iteration 29320, lr = 4.71013e-05
I1209 19:27:32.997696 2345 caffelib.cc:812] smoothed_loss=1.17185
INFO - 19:27:32 - Iteration 29360, lr = 4.71013e-05
I1209 19:27:39.190363 2345 caffelib.cc:812] smoothed_loss=1.12458
INFO - 19:27:39 - Iteration 29400, lr = 4.71013e-05
I1209 19:27:45.381084 2345 caffelib.cc:812] smoothed_loss=1.09906
INFO - 19:27:45 - Iteration 29440, lr = 4.71013e-05
I1209 19:27:51.574079 2345 caffelib.cc:812] smoothed_loss=1.09316
INFO - 19:27:51 - Iteration 29480, lr = 4.71013e-05
INFO - 19:27:54 - Ignoring source layer data
INFO - 19:27:54 - Ignoring source layer label_data_1_split
I1209 19:27:57.523911 2345 caffelib.cc:745] batch size=32
I1209 19:27:57.523937 2345 caffelib.cc:751] train_loss=1.02584
I1209 19:27:57.523950 2345 caffelib.cc:751] mcll=2.94361
I1209 19:27:57.523957 2345 caffelib.cc:751] accp=0.352124
I1209 19:27:57.523963 2345 caffelib.cc:751] acc=0.352124
I1209 19:27:57.523969 2345 caffelib.cc:751] f1=0.383486
I1209 19:27:57.523975 2345 caffelib.cc:751] recall=0.453606
I1209 19:27:57.523984 2345 caffelib.cc:751] iteration=29500
I1209 19:27:57.523993 2345 caffelib.cc:751] precision=0.332142
I1209 19:27:57.640218 2345 caffelib.cc:812] smoothed_loss=1.0281
INFO - 19:27:54 - Opened lmdb /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/test.lmdb
I1209 19:28:00.737527 2345 caffelib.cc:812] smoothed_loss=1.0538
INFO - 19:28:00 - Iteration 29520, lr = 4.71013e-05
I1209 19:28:06.927867 2345 caffelib.cc:812] smoothed_loss=1.13873
INFO - 19:28:06 - Iteration 29560, lr = 4.71013e-05
I1209 19:28:13.117774 2345 caffelib.cc:812] smoothed_loss=1.07082
INFO - 19:28:12 - Iteration 29600, lr = 4.71013e-05
I1209 19:28:19.309563 2345 caffelib.cc:812] smoothed_loss=1.06617
INFO - 19:28:19 - Iteration 29640, lr = 4.71013e-05
I1209 19:28:25.503587 2345 caffelib.cc:812] smoothed_loss=1.07873
INFO - 19:28:25 - Iteration 29680, lr = 4.71013e-05
I1209 19:28:31.693598 2345 caffelib.cc:812] smoothed_loss=1.18307
INFO - 19:28:31 - Iteration 29720, lr = 4.71013e-05
I1209 19:28:37.896168 2345 caffelib.cc:812] smoothed_loss=1.1179
INFO - 19:28:37 - Iteration 29760, lr = 4.71013e-05
I1209 19:28:44.089264 2345 caffelib.cc:812] smoothed_loss=1.0911
INFO - 19:28:43 - Iteration 29800, lr = 4.71013e-05
I1209 19:28:50.281893 2345 caffelib.cc:812] smoothed_loss=1.06451
INFO - 19:28:50 - Iteration 29840, lr = 4.71013e-05
I1209 19:28:56.472172 2345 caffelib.cc:812] smoothed_loss=1.10188
INFO - 19:28:56 - Iteration 29880, lr = 4.71013e-05
I1209 19:29:02.667371 2345 caffelib.cc:812] smoothed_loss=1.10972
INFO - 19:29:02 - Iteration 29920, lr = 4.71013e-05
I1209 19:29:08.858319 2345 caffelib.cc:812] smoothed_loss=1.05472
INFO - 19:29:08 - Iteration 29960, lr = 4.71013e-05
INFO - 19:29:14 - Iteration 30000, lr = 4.23911e-05
INFO - 19:29:14 - Snapshotting to binary proto file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/model_iter_30000.caffemodel
INFO - 19:29:15 - Snapshotting solver state to binary proto file /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/model_iter_30000.solverstate
INFO - 19:29:15 - Initializing net from parameters:
INFO - 19:29:15 - Creating layer / name=googlenet / type=MemoryData
INFO - 19:29:15 - Creating Layer googlenet
INFO - 19:29:15 - googlenet -> data
INFO - 19:29:15 - googlenet -> label
INFO - 19:29:15 - Setting up googlenet
INFO - 19:29:15 - Top shape: 32 3 224 224 (4816896)
INFO - 19:29:15 - Top shape: 32 (32)
INFO - 19:29:15 - Memory required for data: 19267712
INFO - 19:29:15 - Creating layer / name=conv1/7x7_s2 / type=Convolution
INFO - 19:29:15 - Creating Layer conv1/7x7_s2
INFO - 19:29:15 - conv1/7x7_s2 <- data
INFO - 19:29:15 - conv1/7x7_s2 -> conv1/7x7_s2
INFO - 19:29:15 - Setting up conv1/7x7_s2
INFO - 19:29:15 - Top shape: 32 64 112 112 (25690112)
INFO - 19:29:15 - Memory required for data: 122028160
INFO - 19:29:15 - Creating layer / name=conv1/relu_7x7 / type=ReLU
INFO - 19:29:15 - Creating Layer conv1/relu_7x7
INFO - 19:29:15 - conv1/relu_7x7 <- conv1/7x7_s2
INFO - 19:29:15 - conv1/relu_7x7 -> conv1/7x7_s2 (in-place)
INFO - 19:29:15 - Setting up conv1/relu_7x7
INFO - 19:29:15 - Top shape: 32 64 112 112 (25690112)
INFO - 19:29:15 - Memory required for data: 224788608
INFO - 19:29:15 - Creating layer / name=pool1/3x3_s2 / type=Pooling
INFO - 19:29:15 - Creating Layer pool1/3x3_s2
INFO - 19:29:15 - pool1/3x3_s2 <- conv1/7x7_s2
INFO - 19:29:15 - pool1/3x3_s2 -> pool1/3x3_s2
INFO - 19:29:15 - Setting up pool1/3x3_s2
INFO - 19:29:15 - Top shape: 32 64 56 56 (6422528)
INFO - 19:29:15 - Memory required for data: 250478720
INFO - 19:29:15 - Creating layer / name=pool1/norm1 / type=LRN
INFO - 19:29:15 - Creating Layer pool1/norm1
INFO - 19:29:15 - pool1/norm1 <- pool1/3x3_s2
INFO - 19:29:15 - pool1/norm1 -> pool1/norm1
INFO - 19:29:15 - Setting up pool1/norm1
INFO - 19:29:15 - Top shape: 32 64 56 56 (6422528)
INFO - 19:29:15 - Memory required for data: 276168832
INFO - 19:29:15 - Creating layer / name=conv2/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer conv2/3x3_reduce
INFO - 19:29:15 - conv2/3x3_reduce <- pool1/norm1
INFO - 19:29:15 - conv2/3x3_reduce -> conv2/3x3_reduce
INFO - 19:29:15 - Setting up conv2/3x3_reduce
INFO - 19:29:15 - Top shape: 32 64 56 56 (6422528)
INFO - 19:29:15 - Memory required for data: 301858944
INFO - 19:29:15 - Creating layer / name=conv2/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer conv2/relu_3x3_reduce
INFO - 19:29:15 - conv2/relu_3x3_reduce <- conv2/3x3_reduce
INFO - 19:29:15 - conv2/relu_3x3_reduce -> conv2/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up conv2/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 64 56 56 (6422528)
INFO - 19:29:15 - Memory required for data: 327549056
INFO - 19:29:15 - Creating layer / name=conv2/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer conv2/3x3
INFO - 19:29:15 - conv2/3x3 <- conv2/3x3_reduce
INFO - 19:29:15 - conv2/3x3 -> conv2/3x3
INFO - 19:29:15 - Setting up conv2/3x3
INFO - 19:29:15 - Top shape: 32 192 56 56 (19267584)
INFO - 19:29:15 - Memory required for data: 404619392
INFO - 19:29:15 - Creating layer / name=conv2/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer conv2/relu_3x3
INFO - 19:29:15 - conv2/relu_3x3 <- conv2/3x3
INFO - 19:29:15 - conv2/relu_3x3 -> conv2/3x3 (in-place)
INFO - 19:29:15 - Setting up conv2/relu_3x3
INFO - 19:29:15 - Top shape: 32 192 56 56 (19267584)
INFO - 19:29:15 - Memory required for data: 481689728
INFO - 19:29:15 - Creating layer / name=conv2/norm2 / type=LRN
INFO - 19:29:15 - Creating Layer conv2/norm2
INFO - 19:29:15 - conv2/norm2 <- conv2/3x3
INFO - 19:29:15 - conv2/norm2 -> conv2/norm2
INFO - 19:29:15 - Setting up conv2/norm2
INFO - 19:29:15 - Top shape: 32 192 56 56 (19267584)
INFO - 19:29:15 - Memory required for data: 558760064
INFO - 19:29:15 - Creating layer / name=pool2/3x3_s2 / type=Pooling
INFO - 19:29:15 - Creating Layer pool2/3x3_s2
INFO - 19:29:15 - pool2/3x3_s2 <- conv2/norm2
INFO - 19:29:15 - pool2/3x3_s2 -> pool2/3x3_s2
INFO - 19:29:15 - Setting up pool2/3x3_s2
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Memory required for data: 578027648
INFO - 19:29:15 - Creating layer / name=pool2/3x3_s2_pool2/3x3_s2_0_split / type=Split
INFO - 19:29:15 - Creating Layer pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 19:29:15 - pool2/3x3_s2_pool2/3x3_s2_0_split <- pool2/3x3_s2
INFO - 19:29:15 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 19:29:15 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 19:29:15 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 19:29:15 - pool2/3x3_s2_pool2/3x3_s2_0_split -> pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 19:29:15 - Setting up pool2/3x3_s2_pool2/3x3_s2_0_split
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Memory required for data: 655097984
INFO - 19:29:15 - Creating layer / name=inception_3a/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3a/1x1
INFO - 19:29:15 - inception_3a/1x1 <- pool2/3x3_s2_pool2/3x3_s2_0_split_0
INFO - 19:29:15 - inception_3a/1x1 -> inception_3a/1x1
INFO - 19:29:15 - Setting up inception_3a/1x1
INFO - 19:29:15 - Top shape: 32 64 28 28 (1605632)
INFO - 19:29:15 - Memory required for data: 661520512
INFO - 19:29:15 - Creating layer / name=inception_3a/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3a/relu_1x1
INFO - 19:29:15 - inception_3a/relu_1x1 <- inception_3a/1x1
INFO - 19:29:15 - inception_3a/relu_1x1 -> inception_3a/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_3a/relu_1x1
INFO - 19:29:15 - Top shape: 32 64 28 28 (1605632)
INFO - 19:29:15 - Memory required for data: 667943040
INFO - 19:29:15 - Creating layer / name=inception_3a/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3a/3x3_reduce
INFO - 19:29:15 - inception_3a/3x3_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_1
INFO - 19:29:15 - inception_3a/3x3_reduce -> inception_3a/3x3_reduce
INFO - 19:29:15 - Setting up inception_3a/3x3_reduce
INFO - 19:29:15 - Top shape: 32 96 28 28 (2408448)
INFO - 19:29:15 - Memory required for data: 677576832
INFO - 19:29:15 - Creating layer / name=inception_3a/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3a/relu_3x3_reduce
INFO - 19:29:15 - inception_3a/relu_3x3_reduce <- inception_3a/3x3_reduce
INFO - 19:29:15 - inception_3a/relu_3x3_reduce -> inception_3a/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_3a/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 96 28 28 (2408448)
INFO - 19:29:15 - Memory required for data: 687210624
INFO - 19:29:15 - Creating layer / name=inception_3a/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3a/3x3
INFO - 19:29:15 - inception_3a/3x3 <- inception_3a/3x3_reduce
INFO - 19:29:15 - inception_3a/3x3 -> inception_3a/3x3
INFO - 19:29:15 - Setting up inception_3a/3x3
INFO - 19:29:15 - Top shape: 32 128 28 28 (3211264)
INFO - 19:29:15 - Memory required for data: 700055680
INFO - 19:29:15 - Creating layer / name=inception_3a/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3a/relu_3x3
INFO - 19:29:15 - inception_3a/relu_3x3 <- inception_3a/3x3
INFO - 19:29:15 - inception_3a/relu_3x3 -> inception_3a/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_3a/relu_3x3
INFO - 19:29:15 - Top shape: 32 128 28 28 (3211264)
INFO - 19:29:15 - Memory required for data: 712900736
INFO - 19:29:15 - Creating layer / name=inception_3a/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3a/5x5_reduce
INFO - 19:29:15 - inception_3a/5x5_reduce <- pool2/3x3_s2_pool2/3x3_s2_0_split_2
INFO - 19:29:15 - inception_3a/5x5_reduce -> inception_3a/5x5_reduce
INFO - 19:29:15 - Setting up inception_3a/5x5_reduce
INFO - 19:29:15 - Top shape: 32 16 28 28 (401408)
INFO - 19:29:15 - Memory required for data: 714506368
INFO - 19:29:15 - Creating layer / name=inception_3a/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3a/relu_5x5_reduce
INFO - 19:29:15 - inception_3a/relu_5x5_reduce <- inception_3a/5x5_reduce
INFO - 19:29:15 - inception_3a/relu_5x5_reduce -> inception_3a/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_3a/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 16 28 28 (401408)
INFO - 19:29:15 - Memory required for data: 716112000
INFO - 19:29:15 - Creating layer / name=inception_3a/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3a/5x5
INFO - 19:29:15 - inception_3a/5x5 <- inception_3a/5x5_reduce
INFO - 19:29:15 - inception_3a/5x5 -> inception_3a/5x5
INFO - 19:29:15 - Setting up inception_3a/5x5
INFO - 19:29:15 - Top shape: 32 32 28 28 (802816)
INFO - 19:29:15 - Memory required for data: 719323264
INFO - 19:29:15 - Creating layer / name=inception_3a/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3a/relu_5x5
INFO - 19:29:15 - inception_3a/relu_5x5 <- inception_3a/5x5
INFO - 19:29:15 - inception_3a/relu_5x5 -> inception_3a/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_3a/relu_5x5
INFO - 19:29:15 - Top shape: 32 32 28 28 (802816)
INFO - 19:29:15 - Memory required for data: 722534528
INFO - 19:29:15 - Creating layer / name=inception_3a/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_3a/pool
INFO - 19:29:15 - inception_3a/pool <- pool2/3x3_s2_pool2/3x3_s2_0_split_3
INFO - 19:29:15 - inception_3a/pool -> inception_3a/pool
INFO - 19:29:15 - Setting up inception_3a/pool
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Memory required for data: 741802112
INFO - 19:29:15 - Creating layer / name=inception_3a/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3a/pool_proj
INFO - 19:29:15 - inception_3a/pool_proj <- inception_3a/pool
INFO - 19:29:15 - inception_3a/pool_proj -> inception_3a/pool_proj
INFO - 19:29:15 - Setting up inception_3a/pool_proj
INFO - 19:29:15 - Top shape: 32 32 28 28 (802816)
INFO - 19:29:15 - Memory required for data: 745013376
INFO - 19:29:15 - Creating layer / name=inception_3a/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3a/relu_pool_proj
INFO - 19:29:15 - inception_3a/relu_pool_proj <- inception_3a/pool_proj
INFO - 19:29:15 - inception_3a/relu_pool_proj -> inception_3a/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_3a/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 32 28 28 (802816)
INFO - 19:29:15 - Memory required for data: 748224640
INFO - 19:29:15 - Creating layer / name=inception_3a/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_3a/output
INFO - 19:29:15 - inception_3a/output <- inception_3a/1x1
INFO - 19:29:15 - inception_3a/output <- inception_3a/3x3
INFO - 19:29:15 - inception_3a/output <- inception_3a/5x5
INFO - 19:29:15 - inception_3a/output <- inception_3a/pool_proj
INFO - 19:29:15 - inception_3a/output -> inception_3a/output
INFO - 19:29:15 - Setting up inception_3a/output
INFO - 19:29:15 - Top shape: 32 256 28 28 (6422528)
INFO - 19:29:15 - Memory required for data: 773914752
INFO - 19:29:15 - Creating layer / name=inception_3a/output_inception_3a/output_0_split / type=Split
INFO - 19:29:15 - Creating Layer inception_3a/output_inception_3a/output_0_split
INFO - 19:29:15 - inception_3a/output_inception_3a/output_0_split <- inception_3a/output
INFO - 19:29:15 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_0
INFO - 19:29:15 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_1
INFO - 19:29:15 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_2
INFO - 19:29:15 - inception_3a/output_inception_3a/output_0_split -> inception_3a/output_inception_3a/output_0_split_3
INFO - 19:29:15 - Setting up inception_3a/output_inception_3a/output_0_split
INFO - 19:29:15 - Top shape: 32 256 28 28 (6422528)
INFO - 19:29:15 - Top shape: 32 256 28 28 (6422528)
INFO - 19:29:15 - Top shape: 32 256 28 28 (6422528)
INFO - 19:29:15 - Top shape: 32 256 28 28 (6422528)
INFO - 19:29:15 - Memory required for data: 876675200
INFO - 19:29:15 - Creating layer / name=inception_3b/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3b/1x1
INFO - 19:29:15 - inception_3b/1x1 <- inception_3a/output_inception_3a/output_0_split_0
INFO - 19:29:15 - inception_3b/1x1 -> inception_3b/1x1
INFO - 19:29:15 - Setting up inception_3b/1x1
INFO - 19:29:15 - Top shape: 32 128 28 28 (3211264)
INFO - 19:29:15 - Memory required for data: 889520256
INFO - 19:29:15 - Creating layer / name=inception_3b/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3b/relu_1x1
INFO - 19:29:15 - inception_3b/relu_1x1 <- inception_3b/1x1
INFO - 19:29:15 - inception_3b/relu_1x1 -> inception_3b/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_3b/relu_1x1
INFO - 19:29:15 - Top shape: 32 128 28 28 (3211264)
INFO - 19:29:15 - Memory required for data: 902365312
INFO - 19:29:15 - Creating layer / name=inception_3b/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3b/3x3_reduce
INFO - 19:29:15 - inception_3b/3x3_reduce <- inception_3a/output_inception_3a/output_0_split_1
INFO - 19:29:15 - inception_3b/3x3_reduce -> inception_3b/3x3_reduce
INFO - 19:29:15 - Setting up inception_3b/3x3_reduce
INFO - 19:29:15 - Top shape: 32 128 28 28 (3211264)
INFO - 19:29:15 - Memory required for data: 915210368
INFO - 19:29:15 - Creating layer / name=inception_3b/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3b/relu_3x3_reduce
INFO - 19:29:15 - inception_3b/relu_3x3_reduce <- inception_3b/3x3_reduce
INFO - 19:29:15 - inception_3b/relu_3x3_reduce -> inception_3b/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_3b/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 128 28 28 (3211264)
INFO - 19:29:15 - Memory required for data: 928055424
INFO - 19:29:15 - Creating layer / name=inception_3b/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3b/3x3
INFO - 19:29:15 - inception_3b/3x3 <- inception_3b/3x3_reduce
INFO - 19:29:15 - inception_3b/3x3 -> inception_3b/3x3
INFO - 19:29:15 - Setting up inception_3b/3x3
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Memory required for data: 947323008
INFO - 19:29:15 - Creating layer / name=inception_3b/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3b/relu_3x3
INFO - 19:29:15 - inception_3b/relu_3x3 <- inception_3b/3x3
INFO - 19:29:15 - inception_3b/relu_3x3 -> inception_3b/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_3b/relu_3x3
INFO - 19:29:15 - Top shape: 32 192 28 28 (4816896)
INFO - 19:29:15 - Memory required for data: 966590592
INFO - 19:29:15 - Creating layer / name=inception_3b/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3b/5x5_reduce
INFO - 19:29:15 - inception_3b/5x5_reduce <- inception_3a/output_inception_3a/output_0_split_2
INFO - 19:29:15 - inception_3b/5x5_reduce -> inception_3b/5x5_reduce
INFO - 19:29:15 - Setting up inception_3b/5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 28 28 (802816)
INFO - 19:29:15 - Memory required for data: 969801856
INFO - 19:29:15 - Creating layer / name=inception_3b/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3b/relu_5x5_reduce
INFO - 19:29:15 - inception_3b/relu_5x5_reduce <- inception_3b/5x5_reduce
INFO - 19:29:15 - inception_3b/relu_5x5_reduce -> inception_3b/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_3b/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 28 28 (802816)
INFO - 19:29:15 - Memory required for data: 973013120
INFO - 19:29:15 - Creating layer / name=inception_3b/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3b/5x5
INFO - 19:29:15 - inception_3b/5x5 <- inception_3b/5x5_reduce
INFO - 19:29:15 - inception_3b/5x5 -> inception_3b/5x5
INFO - 19:29:15 - Setting up inception_3b/5x5
INFO - 19:29:15 - Top shape: 32 96 28 28 (2408448)
INFO - 19:29:15 - Memory required for data: 982646912
INFO - 19:29:15 - Creating layer / name=inception_3b/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3b/relu_5x5
INFO - 19:29:15 - inception_3b/relu_5x5 <- inception_3b/5x5
INFO - 19:29:15 - inception_3b/relu_5x5 -> inception_3b/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_3b/relu_5x5
INFO - 19:29:15 - Top shape: 32 96 28 28 (2408448)
INFO - 19:29:15 - Memory required for data: 992280704
INFO - 19:29:15 - Creating layer / name=inception_3b/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_3b/pool
INFO - 19:29:15 - inception_3b/pool <- inception_3a/output_inception_3a/output_0_split_3
INFO - 19:29:15 - inception_3b/pool -> inception_3b/pool
INFO - 19:29:15 - Setting up inception_3b/pool
INFO - 19:29:15 - Top shape: 32 256 28 28 (6422528)
INFO - 19:29:15 - Memory required for data: 1017970816
INFO - 19:29:15 - Creating layer / name=inception_3b/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_3b/pool_proj
INFO - 19:29:15 - inception_3b/pool_proj <- inception_3b/pool
INFO - 19:29:15 - inception_3b/pool_proj -> inception_3b/pool_proj
INFO - 19:29:15 - Setting up inception_3b/pool_proj
INFO - 19:29:15 - Top shape: 32 64 28 28 (1605632)
INFO - 19:29:15 - Memory required for data: 1024393344
INFO - 19:29:15 - Creating layer / name=inception_3b/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_3b/relu_pool_proj
INFO - 19:29:15 - inception_3b/relu_pool_proj <- inception_3b/pool_proj
INFO - 19:29:15 - inception_3b/relu_pool_proj -> inception_3b/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_3b/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 64 28 28 (1605632)
INFO - 19:29:15 - Memory required for data: 1030815872
INFO - 19:29:15 - Creating layer / name=inception_3b/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_3b/output
INFO - 19:29:15 - inception_3b/output <- inception_3b/1x1
INFO - 19:29:15 - inception_3b/output <- inception_3b/3x3
INFO - 19:29:15 - inception_3b/output <- inception_3b/5x5
INFO - 19:29:15 - inception_3b/output <- inception_3b/pool_proj
INFO - 19:29:15 - inception_3b/output -> inception_3b/output
INFO - 19:29:15 - Setting up inception_3b/output
INFO - 19:29:15 - Top shape: 32 480 28 28 (12042240)
INFO - 19:29:15 - Memory required for data: 1078984832
INFO - 19:29:15 - Creating layer / name=pool3/3x3_s2 / type=Pooling
INFO - 19:29:15 - Creating Layer pool3/3x3_s2
INFO - 19:29:15 - pool3/3x3_s2 <- inception_3b/output
INFO - 19:29:15 - pool3/3x3_s2 -> pool3/3x3_s2
INFO - 19:29:15 - Setting up pool3/3x3_s2
INFO - 19:29:15 - Top shape: 32 480 14 14 (3010560)
INFO - 19:29:15 - Memory required for data: 1091027072
INFO - 19:29:15 - Creating layer / name=pool3/3x3_s2_pool3/3x3_s2_0_split / type=Split
INFO - 19:29:15 - Creating Layer pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 19:29:15 - pool3/3x3_s2_pool3/3x3_s2_0_split <- pool3/3x3_s2
INFO - 19:29:15 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 19:29:15 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 19:29:15 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 19:29:15 - pool3/3x3_s2_pool3/3x3_s2_0_split -> pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 19:29:15 - Setting up pool3/3x3_s2_pool3/3x3_s2_0_split
INFO - 19:29:15 - Top shape: 32 480 14 14 (3010560)
INFO - 19:29:15 - Top shape: 32 480 14 14 (3010560)
INFO - 19:29:15 - Top shape: 32 480 14 14 (3010560)
INFO - 19:29:15 - Top shape: 32 480 14 14 (3010560)
INFO - 19:29:15 - Memory required for data: 1139196032
INFO - 19:29:15 - Creating layer / name=inception_4a/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4a/1x1
INFO - 19:29:15 - inception_4a/1x1 <- pool3/3x3_s2_pool3/3x3_s2_0_split_0
INFO - 19:29:15 - inception_4a/1x1 -> inception_4a/1x1
INFO - 19:29:15 - Setting up inception_4a/1x1
INFO - 19:29:15 - Top shape: 32 192 14 14 (1204224)
INFO - 19:29:15 - Memory required for data: 1144012928
INFO - 19:29:15 - Creating layer / name=inception_4a/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4a/relu_1x1
INFO - 19:29:15 - inception_4a/relu_1x1 <- inception_4a/1x1
INFO - 19:29:15 - inception_4a/relu_1x1 -> inception_4a/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_4a/relu_1x1
INFO - 19:29:15 - Top shape: 32 192 14 14 (1204224)
INFO - 19:29:15 - Memory required for data: 1148829824
INFO - 19:29:15 - Creating layer / name=inception_4a/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4a/3x3_reduce
INFO - 19:29:15 - inception_4a/3x3_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_1
INFO - 19:29:15 - inception_4a/3x3_reduce -> inception_4a/3x3_reduce
INFO - 19:29:15 - Setting up inception_4a/3x3_reduce
INFO - 19:29:15 - Top shape: 32 96 14 14 (602112)
INFO - 19:29:15 - Memory required for data: 1151238272
INFO - 19:29:15 - Creating layer / name=inception_4a/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4a/relu_3x3_reduce
INFO - 19:29:15 - inception_4a/relu_3x3_reduce <- inception_4a/3x3_reduce
INFO - 19:29:15 - inception_4a/relu_3x3_reduce -> inception_4a/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4a/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 96 14 14 (602112)
INFO - 19:29:15 - Memory required for data: 1153646720
INFO - 19:29:15 - Creating layer / name=inception_4a/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4a/3x3
INFO - 19:29:15 - inception_4a/3x3 <- inception_4a/3x3_reduce
INFO - 19:29:15 - inception_4a/3x3 -> inception_4a/3x3
INFO - 19:29:15 - Setting up inception_4a/3x3
INFO - 19:29:15 - Top shape: 32 208 14 14 (1304576)
INFO - 19:29:15 - Memory required for data: 1158865024
INFO - 19:29:15 - Creating layer / name=inception_4a/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4a/relu_3x3
INFO - 19:29:15 - inception_4a/relu_3x3 <- inception_4a/3x3
INFO - 19:29:15 - inception_4a/relu_3x3 -> inception_4a/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_4a/relu_3x3
INFO - 19:29:15 - Top shape: 32 208 14 14 (1304576)
INFO - 19:29:15 - Memory required for data: 1164083328
INFO - 19:29:15 - Creating layer / name=inception_4a/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4a/5x5_reduce
INFO - 19:29:15 - inception_4a/5x5_reduce <- pool3/3x3_s2_pool3/3x3_s2_0_split_2
INFO - 19:29:15 - inception_4a/5x5_reduce -> inception_4a/5x5_reduce
INFO - 19:29:15 - Setting up inception_4a/5x5_reduce
INFO - 19:29:15 - Top shape: 32 16 14 14 (100352)
INFO - 19:29:15 - Memory required for data: 1164484736
INFO - 19:29:15 - Creating layer / name=inception_4a/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4a/relu_5x5_reduce
INFO - 19:29:15 - inception_4a/relu_5x5_reduce <- inception_4a/5x5_reduce
INFO - 19:29:15 - inception_4a/relu_5x5_reduce -> inception_4a/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4a/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 16 14 14 (100352)
INFO - 19:29:15 - Memory required for data: 1164886144
INFO - 19:29:15 - Creating layer / name=inception_4a/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4a/5x5
INFO - 19:29:15 - inception_4a/5x5 <- inception_4a/5x5_reduce
INFO - 19:29:15 - inception_4a/5x5 -> inception_4a/5x5
INFO - 19:29:15 - Setting up inception_4a/5x5
INFO - 19:29:15 - Top shape: 32 48 14 14 (301056)
INFO - 19:29:15 - Memory required for data: 1166090368
INFO - 19:29:15 - Creating layer / name=inception_4a/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4a/relu_5x5
INFO - 19:29:15 - inception_4a/relu_5x5 <- inception_4a/5x5
INFO - 19:29:15 - inception_4a/relu_5x5 -> inception_4a/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_4a/relu_5x5
INFO - 19:29:15 - Top shape: 32 48 14 14 (301056)
INFO - 19:29:15 - Memory required for data: 1167294592
INFO - 19:29:15 - Creating layer / name=inception_4a/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_4a/pool
INFO - 19:29:15 - inception_4a/pool <- pool3/3x3_s2_pool3/3x3_s2_0_split_3
INFO - 19:29:15 - inception_4a/pool -> inception_4a/pool
INFO - 19:29:15 - Setting up inception_4a/pool
INFO - 19:29:15 - Top shape: 32 480 14 14 (3010560)
INFO - 19:29:15 - Memory required for data: 1179336832
INFO - 19:29:15 - Creating layer / name=inception_4a/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4a/pool_proj
INFO - 19:29:15 - inception_4a/pool_proj <- inception_4a/pool
INFO - 19:29:15 - inception_4a/pool_proj -> inception_4a/pool_proj
INFO - 19:29:15 - Setting up inception_4a/pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1180942464
INFO - 19:29:15 - Creating layer / name=inception_4a/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4a/relu_pool_proj
INFO - 19:29:15 - inception_4a/relu_pool_proj <- inception_4a/pool_proj
INFO - 19:29:15 - inception_4a/relu_pool_proj -> inception_4a/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_4a/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1182548096
INFO - 19:29:15 - Creating layer / name=inception_4a/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_4a/output
INFO - 19:29:15 - inception_4a/output <- inception_4a/1x1
INFO - 19:29:15 - inception_4a/output <- inception_4a/3x3
INFO - 19:29:15 - inception_4a/output <- inception_4a/5x5
INFO - 19:29:15 - inception_4a/output <- inception_4a/pool_proj
INFO - 19:29:15 - inception_4a/output -> inception_4a/output
INFO - 19:29:15 - Setting up inception_4a/output
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1195393152
INFO - 19:29:15 - Creating layer / name=inception_4a/output_inception_4a/output_0_split / type=Split
INFO - 19:29:15 - Creating Layer inception_4a/output_inception_4a/output_0_split
INFO - 19:29:15 - inception_4a/output_inception_4a/output_0_split <- inception_4a/output
INFO - 19:29:15 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_0
INFO - 19:29:15 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_1
INFO - 19:29:15 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_2
INFO - 19:29:15 - inception_4a/output_inception_4a/output_0_split -> inception_4a/output_inception_4a/output_0_split_3
INFO - 19:29:15 - Setting up inception_4a/output_inception_4a/output_0_split
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1246773376
INFO - 19:29:15 - Creating layer / name=inception_4b/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4b/1x1
INFO - 19:29:15 - inception_4b/1x1 <- inception_4a/output_inception_4a/output_0_split_0
INFO - 19:29:15 - inception_4b/1x1 -> inception_4b/1x1
INFO - 19:29:15 - Setting up inception_4b/1x1
INFO - 19:29:15 - Top shape: 32 160 14 14 (1003520)
INFO - 19:29:15 - Memory required for data: 1250787456
INFO - 19:29:15 - Creating layer / name=inception_4b/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4b/relu_1x1
INFO - 19:29:15 - inception_4b/relu_1x1 <- inception_4b/1x1
INFO - 19:29:15 - inception_4b/relu_1x1 -> inception_4b/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_4b/relu_1x1
INFO - 19:29:15 - Top shape: 32 160 14 14 (1003520)
INFO - 19:29:15 - Memory required for data: 1254801536
INFO - 19:29:15 - Creating layer / name=inception_4b/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4b/3x3_reduce
INFO - 19:29:15 - inception_4b/3x3_reduce <- inception_4a/output_inception_4a/output_0_split_1
INFO - 19:29:15 - inception_4b/3x3_reduce -> inception_4b/3x3_reduce
INFO - 19:29:15 - Setting up inception_4b/3x3_reduce
INFO - 19:29:15 - Top shape: 32 112 14 14 (702464)
INFO - 19:29:15 - Memory required for data: 1257611392
INFO - 19:29:15 - Creating layer / name=inception_4b/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4b/relu_3x3_reduce
INFO - 19:29:15 - inception_4b/relu_3x3_reduce <- inception_4b/3x3_reduce
INFO - 19:29:15 - inception_4b/relu_3x3_reduce -> inception_4b/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4b/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 112 14 14 (702464)
INFO - 19:29:15 - Memory required for data: 1260421248
INFO - 19:29:15 - Creating layer / name=inception_4b/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4b/3x3
INFO - 19:29:15 - inception_4b/3x3 <- inception_4b/3x3_reduce
INFO - 19:29:15 - inception_4b/3x3 -> inception_4b/3x3
INFO - 19:29:15 - Setting up inception_4b/3x3
INFO - 19:29:15 - Top shape: 32 224 14 14 (1404928)
INFO - 19:29:15 - Memory required for data: 1266040960
INFO - 19:29:15 - Creating layer / name=inception_4b/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4b/relu_3x3
INFO - 19:29:15 - inception_4b/relu_3x3 <- inception_4b/3x3
INFO - 19:29:15 - inception_4b/relu_3x3 -> inception_4b/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_4b/relu_3x3
INFO - 19:29:15 - Top shape: 32 224 14 14 (1404928)
INFO - 19:29:15 - Memory required for data: 1271660672
INFO - 19:29:15 - Creating layer / name=inception_4b/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4b/5x5_reduce
INFO - 19:29:15 - inception_4b/5x5_reduce <- inception_4a/output_inception_4a/output_0_split_2
INFO - 19:29:15 - inception_4b/5x5_reduce -> inception_4b/5x5_reduce
INFO - 19:29:15 - Setting up inception_4b/5x5_reduce
INFO - 19:29:15 - Top shape: 32 24 14 14 (150528)
INFO - 19:29:15 - Memory required for data: 1272262784
INFO - 19:29:15 - Creating layer / name=inception_4b/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4b/relu_5x5_reduce
INFO - 19:29:15 - inception_4b/relu_5x5_reduce <- inception_4b/5x5_reduce
INFO - 19:29:15 - inception_4b/relu_5x5_reduce -> inception_4b/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4b/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 24 14 14 (150528)
INFO - 19:29:15 - Memory required for data: 1272864896
INFO - 19:29:15 - Creating layer / name=inception_4b/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4b/5x5
INFO - 19:29:15 - inception_4b/5x5 <- inception_4b/5x5_reduce
INFO - 19:29:15 - inception_4b/5x5 -> inception_4b/5x5
INFO - 19:29:15 - Setting up inception_4b/5x5
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1274470528
INFO - 19:29:15 - Creating layer / name=inception_4b/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4b/relu_5x5
INFO - 19:29:15 - inception_4b/relu_5x5 <- inception_4b/5x5
INFO - 19:29:15 - inception_4b/relu_5x5 -> inception_4b/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_4b/relu_5x5
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1276076160
INFO - 19:29:15 - Creating layer / name=inception_4b/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_4b/pool
INFO - 19:29:15 - inception_4b/pool <- inception_4a/output_inception_4a/output_0_split_3
INFO - 19:29:15 - inception_4b/pool -> inception_4b/pool
INFO - 19:29:15 - Setting up inception_4b/pool
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1288921216
INFO - 19:29:15 - Creating layer / name=inception_4b/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4b/pool_proj
INFO - 19:29:15 - inception_4b/pool_proj <- inception_4b/pool
INFO - 19:29:15 - inception_4b/pool_proj -> inception_4b/pool_proj
INFO - 19:29:15 - Setting up inception_4b/pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1290526848
INFO - 19:29:15 - Creating layer / name=inception_4b/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4b/relu_pool_proj
INFO - 19:29:15 - inception_4b/relu_pool_proj <- inception_4b/pool_proj
INFO - 19:29:15 - inception_4b/relu_pool_proj -> inception_4b/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_4b/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1292132480
INFO - 19:29:15 - Creating layer / name=inception_4b/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_4b/output
INFO - 19:29:15 - inception_4b/output <- inception_4b/1x1
INFO - 19:29:15 - inception_4b/output <- inception_4b/3x3
INFO - 19:29:15 - inception_4b/output <- inception_4b/5x5
INFO - 19:29:15 - inception_4b/output <- inception_4b/pool_proj
INFO - 19:29:15 - inception_4b/output -> inception_4b/output
INFO - 19:29:15 - Setting up inception_4b/output
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1304977536
INFO - 19:29:15 - Creating layer / name=inception_4b/output_inception_4b/output_0_split / type=Split
INFO - 19:29:15 - Creating Layer inception_4b/output_inception_4b/output_0_split
INFO - 19:29:15 - inception_4b/output_inception_4b/output_0_split <- inception_4b/output
INFO - 19:29:15 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_0
INFO - 19:29:15 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_1
INFO - 19:29:15 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_2
INFO - 19:29:15 - inception_4b/output_inception_4b/output_0_split -> inception_4b/output_inception_4b/output_0_split_3
INFO - 19:29:15 - Setting up inception_4b/output_inception_4b/output_0_split
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1356357760
INFO - 19:29:15 - Creating layer / name=inception_4c/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4c/1x1
INFO - 19:29:15 - inception_4c/1x1 <- inception_4b/output_inception_4b/output_0_split_0
INFO - 19:29:15 - inception_4c/1x1 -> inception_4c/1x1
INFO - 19:29:15 - Setting up inception_4c/1x1
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1359569024
INFO - 19:29:15 - Creating layer / name=inception_4c/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4c/relu_1x1
INFO - 19:29:15 - inception_4c/relu_1x1 <- inception_4c/1x1
INFO - 19:29:15 - inception_4c/relu_1x1 -> inception_4c/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_4c/relu_1x1
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1362780288
INFO - 19:29:15 - Creating layer / name=inception_4c/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4c/3x3_reduce
INFO - 19:29:15 - inception_4c/3x3_reduce <- inception_4b/output_inception_4b/output_0_split_1
INFO - 19:29:15 - inception_4c/3x3_reduce -> inception_4c/3x3_reduce
INFO - 19:29:15 - Setting up inception_4c/3x3_reduce
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1365991552
INFO - 19:29:15 - Creating layer / name=inception_4c/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4c/relu_3x3_reduce
INFO - 19:29:15 - inception_4c/relu_3x3_reduce <- inception_4c/3x3_reduce
INFO - 19:29:15 - inception_4c/relu_3x3_reduce -> inception_4c/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4c/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1369202816
INFO - 19:29:15 - Creating layer / name=inception_4c/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4c/3x3
INFO - 19:29:15 - inception_4c/3x3 <- inception_4c/3x3_reduce
INFO - 19:29:15 - inception_4c/3x3 -> inception_4c/3x3
INFO - 19:29:15 - Setting up inception_4c/3x3
INFO - 19:29:15 - Top shape: 32 256 14 14 (1605632)
INFO - 19:29:15 - Memory required for data: 1375625344
INFO - 19:29:15 - Creating layer / name=inception_4c/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4c/relu_3x3
INFO - 19:29:15 - inception_4c/relu_3x3 <- inception_4c/3x3
INFO - 19:29:15 - inception_4c/relu_3x3 -> inception_4c/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_4c/relu_3x3
INFO - 19:29:15 - Top shape: 32 256 14 14 (1605632)
INFO - 19:29:15 - Memory required for data: 1382047872
INFO - 19:29:15 - Creating layer / name=inception_4c/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4c/5x5_reduce
INFO - 19:29:15 - inception_4c/5x5_reduce <- inception_4b/output_inception_4b/output_0_split_2
INFO - 19:29:15 - inception_4c/5x5_reduce -> inception_4c/5x5_reduce
INFO - 19:29:15 - Setting up inception_4c/5x5_reduce
INFO - 19:29:15 - Top shape: 32 24 14 14 (150528)
INFO - 19:29:15 - Memory required for data: 1382649984
INFO - 19:29:15 - Creating layer / name=inception_4c/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4c/relu_5x5_reduce
INFO - 19:29:15 - inception_4c/relu_5x5_reduce <- inception_4c/5x5_reduce
INFO - 19:29:15 - inception_4c/relu_5x5_reduce -> inception_4c/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4c/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 24 14 14 (150528)
INFO - 19:29:15 - Memory required for data: 1383252096
INFO - 19:29:15 - Creating layer / name=inception_4c/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4c/5x5
INFO - 19:29:15 - inception_4c/5x5 <- inception_4c/5x5_reduce
INFO - 19:29:15 - inception_4c/5x5 -> inception_4c/5x5
INFO - 19:29:15 - Setting up inception_4c/5x5
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1384857728
INFO - 19:29:15 - Creating layer / name=inception_4c/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4c/relu_5x5
INFO - 19:29:15 - inception_4c/relu_5x5 <- inception_4c/5x5
INFO - 19:29:15 - inception_4c/relu_5x5 -> inception_4c/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_4c/relu_5x5
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1386463360
INFO - 19:29:15 - Creating layer / name=inception_4c/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_4c/pool
INFO - 19:29:15 - inception_4c/pool <- inception_4b/output_inception_4b/output_0_split_3
INFO - 19:29:15 - inception_4c/pool -> inception_4c/pool
INFO - 19:29:15 - Setting up inception_4c/pool
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1399308416
INFO - 19:29:15 - Creating layer / name=inception_4c/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4c/pool_proj
INFO - 19:29:15 - inception_4c/pool_proj <- inception_4c/pool
INFO - 19:29:15 - inception_4c/pool_proj -> inception_4c/pool_proj
INFO - 19:29:15 - Setting up inception_4c/pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1400914048
INFO - 19:29:15 - Creating layer / name=inception_4c/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4c/relu_pool_proj
INFO - 19:29:15 - inception_4c/relu_pool_proj <- inception_4c/pool_proj
INFO - 19:29:15 - inception_4c/relu_pool_proj -> inception_4c/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_4c/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1402519680
INFO - 19:29:15 - Creating layer / name=inception_4c/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_4c/output
INFO - 19:29:15 - inception_4c/output <- inception_4c/1x1
INFO - 19:29:15 - inception_4c/output <- inception_4c/3x3
INFO - 19:29:15 - inception_4c/output <- inception_4c/5x5
INFO - 19:29:15 - inception_4c/output <- inception_4c/pool_proj
INFO - 19:29:15 - inception_4c/output -> inception_4c/output
INFO - 19:29:15 - Setting up inception_4c/output
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1415364736
INFO - 19:29:15 - Creating layer / name=inception_4c/output_inception_4c/output_0_split / type=Split
INFO - 19:29:15 - Creating Layer inception_4c/output_inception_4c/output_0_split
INFO - 19:29:15 - inception_4c/output_inception_4c/output_0_split <- inception_4c/output
INFO - 19:29:15 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_0
INFO - 19:29:15 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_1
INFO - 19:29:15 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_2
INFO - 19:29:15 - inception_4c/output_inception_4c/output_0_split -> inception_4c/output_inception_4c/output_0_split_3
INFO - 19:29:15 - Setting up inception_4c/output_inception_4c/output_0_split
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1466744960
INFO - 19:29:15 - Creating layer / name=inception_4d/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4d/1x1
INFO - 19:29:15 - inception_4d/1x1 <- inception_4c/output_inception_4c/output_0_split_0
INFO - 19:29:15 - inception_4d/1x1 -> inception_4d/1x1
INFO - 19:29:15 - Setting up inception_4d/1x1
INFO - 19:29:15 - Top shape: 32 112 14 14 (702464)
INFO - 19:29:15 - Memory required for data: 1469554816
INFO - 19:29:15 - Creating layer / name=inception_4d/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4d/relu_1x1
INFO - 19:29:15 - inception_4d/relu_1x1 <- inception_4d/1x1
INFO - 19:29:15 - inception_4d/relu_1x1 -> inception_4d/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_4d/relu_1x1
INFO - 19:29:15 - Top shape: 32 112 14 14 (702464)
INFO - 19:29:15 - Memory required for data: 1472364672
INFO - 19:29:15 - Creating layer / name=inception_4d/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4d/3x3_reduce
INFO - 19:29:15 - inception_4d/3x3_reduce <- inception_4c/output_inception_4c/output_0_split_1
INFO - 19:29:15 - inception_4d/3x3_reduce -> inception_4d/3x3_reduce
INFO - 19:29:15 - Setting up inception_4d/3x3_reduce
INFO - 19:29:15 - Top shape: 32 144 14 14 (903168)
INFO - 19:29:15 - Memory required for data: 1475977344
INFO - 19:29:15 - Creating layer / name=inception_4d/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4d/relu_3x3_reduce
INFO - 19:29:15 - inception_4d/relu_3x3_reduce <- inception_4d/3x3_reduce
INFO - 19:29:15 - inception_4d/relu_3x3_reduce -> inception_4d/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4d/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 144 14 14 (903168)
INFO - 19:29:15 - Memory required for data: 1479590016
INFO - 19:29:15 - Creating layer / name=inception_4d/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4d/3x3
INFO - 19:29:15 - inception_4d/3x3 <- inception_4d/3x3_reduce
INFO - 19:29:15 - inception_4d/3x3 -> inception_4d/3x3
INFO - 19:29:15 - Setting up inception_4d/3x3
INFO - 19:29:15 - Top shape: 32 288 14 14 (1806336)
INFO - 19:29:15 - Memory required for data: 1486815360
INFO - 19:29:15 - Creating layer / name=inception_4d/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4d/relu_3x3
INFO - 19:29:15 - inception_4d/relu_3x3 <- inception_4d/3x3
INFO - 19:29:15 - inception_4d/relu_3x3 -> inception_4d/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_4d/relu_3x3
INFO - 19:29:15 - Top shape: 32 288 14 14 (1806336)
INFO - 19:29:15 - Memory required for data: 1494040704
INFO - 19:29:15 - Creating layer / name=inception_4d/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4d/5x5_reduce
INFO - 19:29:15 - inception_4d/5x5_reduce <- inception_4c/output_inception_4c/output_0_split_2
INFO - 19:29:15 - inception_4d/5x5_reduce -> inception_4d/5x5_reduce
INFO - 19:29:15 - Setting up inception_4d/5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 14 14 (200704)
INFO - 19:29:15 - Memory required for data: 1494843520
INFO - 19:29:15 - Creating layer / name=inception_4d/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4d/relu_5x5_reduce
INFO - 19:29:15 - inception_4d/relu_5x5_reduce <- inception_4d/5x5_reduce
INFO - 19:29:15 - inception_4d/relu_5x5_reduce -> inception_4d/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4d/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 14 14 (200704)
INFO - 19:29:15 - Memory required for data: 1495646336
INFO - 19:29:15 - Creating layer / name=inception_4d/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4d/5x5
INFO - 19:29:15 - inception_4d/5x5 <- inception_4d/5x5_reduce
INFO - 19:29:15 - inception_4d/5x5 -> inception_4d/5x5
INFO - 19:29:15 - Setting up inception_4d/5x5
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1497251968
INFO - 19:29:15 - Creating layer / name=inception_4d/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4d/relu_5x5
INFO - 19:29:15 - inception_4d/relu_5x5 <- inception_4d/5x5
INFO - 19:29:15 - inception_4d/relu_5x5 -> inception_4d/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_4d/relu_5x5
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1498857600
INFO - 19:29:15 - Creating layer / name=inception_4d/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_4d/pool
INFO - 19:29:15 - inception_4d/pool <- inception_4c/output_inception_4c/output_0_split_3
INFO - 19:29:15 - inception_4d/pool -> inception_4d/pool
INFO - 19:29:15 - Setting up inception_4d/pool
INFO - 19:29:15 - Top shape: 32 512 14 14 (3211264)
INFO - 19:29:15 - Memory required for data: 1511702656
INFO - 19:29:15 - Creating layer / name=inception_4d/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4d/pool_proj
INFO - 19:29:15 - inception_4d/pool_proj <- inception_4d/pool
INFO - 19:29:15 - inception_4d/pool_proj -> inception_4d/pool_proj
INFO - 19:29:15 - Setting up inception_4d/pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1513308288
INFO - 19:29:15 - Creating layer / name=inception_4d/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4d/relu_pool_proj
INFO - 19:29:15 - inception_4d/relu_pool_proj <- inception_4d/pool_proj
INFO - 19:29:15 - inception_4d/relu_pool_proj -> inception_4d/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_4d/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 64 14 14 (401408)
INFO - 19:29:15 - Memory required for data: 1514913920
INFO - 19:29:15 - Creating layer / name=inception_4d/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_4d/output
INFO - 19:29:15 - inception_4d/output <- inception_4d/1x1
INFO - 19:29:15 - inception_4d/output <- inception_4d/3x3
INFO - 19:29:15 - inception_4d/output <- inception_4d/5x5
INFO - 19:29:15 - inception_4d/output <- inception_4d/pool_proj
INFO - 19:29:15 - inception_4d/output -> inception_4d/output
INFO - 19:29:15 - Setting up inception_4d/output
INFO - 19:29:15 - Top shape: 32 528 14 14 (3311616)
INFO - 19:29:15 - Memory required for data: 1528160384
INFO - 19:29:15 - Creating layer / name=inception_4d/output_inception_4d/output_0_split / type=Split
INFO - 19:29:15 - Creating Layer inception_4d/output_inception_4d/output_0_split
INFO - 19:29:15 - inception_4d/output_inception_4d/output_0_split <- inception_4d/output
INFO - 19:29:15 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_0
INFO - 19:29:15 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_1
INFO - 19:29:15 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_2
INFO - 19:29:15 - inception_4d/output_inception_4d/output_0_split -> inception_4d/output_inception_4d/output_0_split_3
INFO - 19:29:15 - Setting up inception_4d/output_inception_4d/output_0_split
INFO - 19:29:15 - Top shape: 32 528 14 14 (3311616)
INFO - 19:29:15 - Top shape: 32 528 14 14 (3311616)
INFO - 19:29:15 - Top shape: 32 528 14 14 (3311616)
INFO - 19:29:15 - Top shape: 32 528 14 14 (3311616)
INFO - 19:29:15 - Memory required for data: 1581146240
INFO - 19:29:15 - Creating layer / name=inception_4e/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4e/1x1
INFO - 19:29:15 - inception_4e/1x1 <- inception_4d/output_inception_4d/output_0_split_0
INFO - 19:29:15 - inception_4e/1x1 -> inception_4e/1x1
INFO - 19:29:15 - Setting up inception_4e/1x1
INFO - 19:29:15 - Top shape: 32 256 14 14 (1605632)
INFO - 19:29:15 - Memory required for data: 1587568768
INFO - 19:29:15 - Creating layer / name=inception_4e/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4e/relu_1x1
INFO - 19:29:15 - inception_4e/relu_1x1 <- inception_4e/1x1
INFO - 19:29:15 - inception_4e/relu_1x1 -> inception_4e/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_4e/relu_1x1
INFO - 19:29:15 - Top shape: 32 256 14 14 (1605632)
INFO - 19:29:15 - Memory required for data: 1593991296
INFO - 19:29:15 - Creating layer / name=inception_4e/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4e/3x3_reduce
INFO - 19:29:15 - inception_4e/3x3_reduce <- inception_4d/output_inception_4d/output_0_split_1
INFO - 19:29:15 - inception_4e/3x3_reduce -> inception_4e/3x3_reduce
INFO - 19:29:15 - Setting up inception_4e/3x3_reduce
INFO - 19:29:15 - Top shape: 32 160 14 14 (1003520)
INFO - 19:29:15 - Memory required for data: 1598005376
INFO - 19:29:15 - Creating layer / name=inception_4e/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4e/relu_3x3_reduce
INFO - 19:29:15 - inception_4e/relu_3x3_reduce <- inception_4e/3x3_reduce
INFO - 19:29:15 - inception_4e/relu_3x3_reduce -> inception_4e/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4e/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 160 14 14 (1003520)
INFO - 19:29:15 - Memory required for data: 1602019456
INFO - 19:29:15 - Creating layer / name=inception_4e/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4e/3x3
INFO - 19:29:15 - inception_4e/3x3 <- inception_4e/3x3_reduce
INFO - 19:29:15 - inception_4e/3x3 -> inception_4e/3x3
INFO - 19:29:15 - Setting up inception_4e/3x3
INFO - 19:29:15 - Top shape: 32 320 14 14 (2007040)
INFO - 19:29:15 - Memory required for data: 1610047616
INFO - 19:29:15 - Creating layer / name=inception_4e/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4e/relu_3x3
INFO - 19:29:15 - inception_4e/relu_3x3 <- inception_4e/3x3
INFO - 19:29:15 - inception_4e/relu_3x3 -> inception_4e/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_4e/relu_3x3
INFO - 19:29:15 - Top shape: 32 320 14 14 (2007040)
INFO - 19:29:15 - Memory required for data: 1618075776
INFO - 19:29:15 - Creating layer / name=inception_4e/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4e/5x5_reduce
INFO - 19:29:15 - inception_4e/5x5_reduce <- inception_4d/output_inception_4d/output_0_split_2
INFO - 19:29:15 - inception_4e/5x5_reduce -> inception_4e/5x5_reduce
INFO - 19:29:15 - Setting up inception_4e/5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 14 14 (200704)
INFO - 19:29:15 - Memory required for data: 1618878592
INFO - 19:29:15 - Creating layer / name=inception_4e/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4e/relu_5x5_reduce
INFO - 19:29:15 - inception_4e/relu_5x5_reduce <- inception_4e/5x5_reduce
INFO - 19:29:15 - inception_4e/relu_5x5_reduce -> inception_4e/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_4e/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 14 14 (200704)
INFO - 19:29:15 - Memory required for data: 1619681408
INFO - 19:29:15 - Creating layer / name=inception_4e/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4e/5x5
INFO - 19:29:15 - inception_4e/5x5 <- inception_4e/5x5_reduce
INFO - 19:29:15 - inception_4e/5x5 -> inception_4e/5x5
INFO - 19:29:15 - Setting up inception_4e/5x5
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1622892672
INFO - 19:29:15 - Creating layer / name=inception_4e/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4e/relu_5x5
INFO - 19:29:15 - inception_4e/relu_5x5 <- inception_4e/5x5
INFO - 19:29:15 - inception_4e/relu_5x5 -> inception_4e/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_4e/relu_5x5
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1626103936
INFO - 19:29:15 - Creating layer / name=inception_4e/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_4e/pool
INFO - 19:29:15 - inception_4e/pool <- inception_4d/output_inception_4d/output_0_split_3
INFO - 19:29:15 - inception_4e/pool -> inception_4e/pool
INFO - 19:29:15 - Setting up inception_4e/pool
INFO - 19:29:15 - Top shape: 32 528 14 14 (3311616)
INFO - 19:29:15 - Memory required for data: 1639350400
INFO - 19:29:15 - Creating layer / name=inception_4e/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_4e/pool_proj
INFO - 19:29:15 - inception_4e/pool_proj <- inception_4e/pool
INFO - 19:29:15 - inception_4e/pool_proj -> inception_4e/pool_proj
INFO - 19:29:15 - Setting up inception_4e/pool_proj
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1642561664
INFO - 19:29:15 - Creating layer / name=inception_4e/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_4e/relu_pool_proj
INFO - 19:29:15 - inception_4e/relu_pool_proj <- inception_4e/pool_proj
INFO - 19:29:15 - inception_4e/relu_pool_proj -> inception_4e/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_4e/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 128 14 14 (802816)
INFO - 19:29:15 - Memory required for data: 1645772928
INFO - 19:29:15 - Creating layer / name=inception_4e/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_4e/output
INFO - 19:29:15 - inception_4e/output <- inception_4e/1x1
INFO - 19:29:15 - inception_4e/output <- inception_4e/3x3
INFO - 19:29:15 - inception_4e/output <- inception_4e/5x5
INFO - 19:29:15 - inception_4e/output <- inception_4e/pool_proj
INFO - 19:29:15 - inception_4e/output -> inception_4e/output
INFO - 19:29:15 - Setting up inception_4e/output
INFO - 19:29:15 - Top shape: 32 832 14 14 (5218304)
INFO - 19:29:15 - Memory required for data: 1666646144
INFO - 19:29:15 - Creating layer / name=pool4/3x3_s2 / type=Pooling
INFO - 19:29:15 - Creating Layer pool4/3x3_s2
INFO - 19:29:15 - pool4/3x3_s2 <- inception_4e/output
INFO - 19:29:15 - pool4/3x3_s2 -> pool4/3x3_s2
INFO - 19:29:15 - Setting up pool4/3x3_s2
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Memory required for data: 1671864448
INFO - 19:29:15 - Creating layer / name=pool4/3x3_s2_pool4/3x3_s2_0_split / type=Split
INFO - 19:29:15 - Creating Layer pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 19:29:15 - pool4/3x3_s2_pool4/3x3_s2_0_split <- pool4/3x3_s2
INFO - 19:29:15 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 19:29:15 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 19:29:15 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 19:29:15 - pool4/3x3_s2_pool4/3x3_s2_0_split -> pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 19:29:15 - Setting up pool4/3x3_s2_pool4/3x3_s2_0_split
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Memory required for data: 1692737664
INFO - 19:29:15 - Creating layer / name=inception_5a/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5a/1x1
INFO - 19:29:15 - inception_5a/1x1 <- pool4/3x3_s2_pool4/3x3_s2_0_split_0
INFO - 19:29:15 - inception_5a/1x1 -> inception_5a/1x1
INFO - 19:29:15 - Setting up inception_5a/1x1
INFO - 19:29:15 - Top shape: 32 256 7 7 (401408)
INFO - 19:29:15 - Memory required for data: 1694343296
INFO - 19:29:15 - Creating layer / name=inception_5a/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5a/relu_1x1
INFO - 19:29:15 - inception_5a/relu_1x1 <- inception_5a/1x1
INFO - 19:29:15 - inception_5a/relu_1x1 -> inception_5a/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_5a/relu_1x1
INFO - 19:29:15 - Top shape: 32 256 7 7 (401408)
INFO - 19:29:15 - Memory required for data: 1695948928
INFO - 19:29:15 - Creating layer / name=inception_5a/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5a/3x3_reduce
INFO - 19:29:15 - inception_5a/3x3_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_1
INFO - 19:29:15 - inception_5a/3x3_reduce -> inception_5a/3x3_reduce
INFO - 19:29:15 - Setting up inception_5a/3x3_reduce
INFO - 19:29:15 - Top shape: 32 160 7 7 (250880)
INFO - 19:29:15 - Memory required for data: 1696952448
INFO - 19:29:15 - Creating layer / name=inception_5a/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5a/relu_3x3_reduce
INFO - 19:29:15 - inception_5a/relu_3x3_reduce <- inception_5a/3x3_reduce
INFO - 19:29:15 - inception_5a/relu_3x3_reduce -> inception_5a/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_5a/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 160 7 7 (250880)
INFO - 19:29:15 - Memory required for data: 1697955968
INFO - 19:29:15 - Creating layer / name=inception_5a/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5a/3x3
INFO - 19:29:15 - inception_5a/3x3 <- inception_5a/3x3_reduce
INFO - 19:29:15 - inception_5a/3x3 -> inception_5a/3x3
INFO - 19:29:15 - Setting up inception_5a/3x3
INFO - 19:29:15 - Top shape: 32 320 7 7 (501760)
INFO - 19:29:15 - Memory required for data: 1699963008
INFO - 19:29:15 - Creating layer / name=inception_5a/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5a/relu_3x3
INFO - 19:29:15 - inception_5a/relu_3x3 <- inception_5a/3x3
INFO - 19:29:15 - inception_5a/relu_3x3 -> inception_5a/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_5a/relu_3x3
INFO - 19:29:15 - Top shape: 32 320 7 7 (501760)
INFO - 19:29:15 - Memory required for data: 1701970048
INFO - 19:29:15 - Creating layer / name=inception_5a/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5a/5x5_reduce
INFO - 19:29:15 - inception_5a/5x5_reduce <- pool4/3x3_s2_pool4/3x3_s2_0_split_2
INFO - 19:29:15 - inception_5a/5x5_reduce -> inception_5a/5x5_reduce
INFO - 19:29:15 - Setting up inception_5a/5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 7 7 (50176)
INFO - 19:29:15 - Memory required for data: 1702170752
INFO - 19:29:15 - Creating layer / name=inception_5a/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5a/relu_5x5_reduce
INFO - 19:29:15 - inception_5a/relu_5x5_reduce <- inception_5a/5x5_reduce
INFO - 19:29:15 - inception_5a/relu_5x5_reduce -> inception_5a/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_5a/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 32 7 7 (50176)
INFO - 19:29:15 - Memory required for data: 1702371456
INFO - 19:29:15 - Creating layer / name=inception_5a/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5a/5x5
INFO - 19:29:15 - inception_5a/5x5 <- inception_5a/5x5_reduce
INFO - 19:29:15 - inception_5a/5x5 -> inception_5a/5x5
INFO - 19:29:15 - Setting up inception_5a/5x5
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1703174272
INFO - 19:29:15 - Creating layer / name=inception_5a/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5a/relu_5x5
INFO - 19:29:15 - inception_5a/relu_5x5 <- inception_5a/5x5
INFO - 19:29:15 - inception_5a/relu_5x5 -> inception_5a/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_5a/relu_5x5
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1703977088
INFO - 19:29:15 - Creating layer / name=inception_5a/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_5a/pool
INFO - 19:29:15 - inception_5a/pool <- pool4/3x3_s2_pool4/3x3_s2_0_split_3
INFO - 19:29:15 - inception_5a/pool -> inception_5a/pool
INFO - 19:29:15 - Setting up inception_5a/pool
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Memory required for data: 1709195392
INFO - 19:29:15 - Creating layer / name=inception_5a/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5a/pool_proj
INFO - 19:29:15 - inception_5a/pool_proj <- inception_5a/pool
INFO - 19:29:15 - inception_5a/pool_proj -> inception_5a/pool_proj
INFO - 19:29:15 - Setting up inception_5a/pool_proj
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1709998208
INFO - 19:29:15 - Creating layer / name=inception_5a/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5a/relu_pool_proj
INFO - 19:29:15 - inception_5a/relu_pool_proj <- inception_5a/pool_proj
INFO - 19:29:15 - inception_5a/relu_pool_proj -> inception_5a/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_5a/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1710801024
INFO - 19:29:15 - Creating layer / name=inception_5a/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_5a/output
INFO - 19:29:15 - inception_5a/output <- inception_5a/1x1
INFO - 19:29:15 - inception_5a/output <- inception_5a/3x3
INFO - 19:29:15 - inception_5a/output <- inception_5a/5x5
INFO - 19:29:15 - inception_5a/output <- inception_5a/pool_proj
INFO - 19:29:15 - inception_5a/output -> inception_5a/output
INFO - 19:29:15 - Setting up inception_5a/output
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Memory required for data: 1716019328
INFO - 19:29:15 - Creating layer / name=inception_5a/output_inception_5a/output_0_split / type=Split
INFO - 19:29:15 - Creating Layer inception_5a/output_inception_5a/output_0_split
INFO - 19:29:15 - inception_5a/output_inception_5a/output_0_split <- inception_5a/output
INFO - 19:29:15 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_0
INFO - 19:29:15 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_1
INFO - 19:29:15 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_2
INFO - 19:29:15 - inception_5a/output_inception_5a/output_0_split -> inception_5a/output_inception_5a/output_0_split_3
INFO - 19:29:15 - Setting up inception_5a/output_inception_5a/output_0_split
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Memory required for data: 1736892544
INFO - 19:29:15 - Creating layer / name=inception_5b/1x1 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5b/1x1
INFO - 19:29:15 - inception_5b/1x1 <- inception_5a/output_inception_5a/output_0_split_0
INFO - 19:29:15 - inception_5b/1x1 -> inception_5b/1x1
INFO - 19:29:15 - Setting up inception_5b/1x1
INFO - 19:29:15 - Top shape: 32 384 7 7 (602112)
INFO - 19:29:15 - Memory required for data: 1739300992
INFO - 19:29:15 - Creating layer / name=inception_5b/relu_1x1 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5b/relu_1x1
INFO - 19:29:15 - inception_5b/relu_1x1 <- inception_5b/1x1
INFO - 19:29:15 - inception_5b/relu_1x1 -> inception_5b/1x1 (in-place)
INFO - 19:29:15 - Setting up inception_5b/relu_1x1
INFO - 19:29:15 - Top shape: 32 384 7 7 (602112)
INFO - 19:29:15 - Memory required for data: 1741709440
INFO - 19:29:15 - Creating layer / name=inception_5b/3x3_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5b/3x3_reduce
INFO - 19:29:15 - inception_5b/3x3_reduce <- inception_5a/output_inception_5a/output_0_split_1
INFO - 19:29:15 - inception_5b/3x3_reduce -> inception_5b/3x3_reduce
INFO - 19:29:15 - Setting up inception_5b/3x3_reduce
INFO - 19:29:15 - Top shape: 32 192 7 7 (301056)
INFO - 19:29:15 - Memory required for data: 1742913664
INFO - 19:29:15 - Creating layer / name=inception_5b/relu_3x3_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5b/relu_3x3_reduce
INFO - 19:29:15 - inception_5b/relu_3x3_reduce <- inception_5b/3x3_reduce
INFO - 19:29:15 - inception_5b/relu_3x3_reduce -> inception_5b/3x3_reduce (in-place)
INFO - 19:29:15 - Setting up inception_5b/relu_3x3_reduce
INFO - 19:29:15 - Top shape: 32 192 7 7 (301056)
INFO - 19:29:15 - Memory required for data: 1744117888
INFO - 19:29:15 - Creating layer / name=inception_5b/3x3 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5b/3x3
INFO - 19:29:15 - inception_5b/3x3 <- inception_5b/3x3_reduce
INFO - 19:29:15 - inception_5b/3x3 -> inception_5b/3x3
INFO - 19:29:15 - Setting up inception_5b/3x3
INFO - 19:29:15 - Top shape: 32 384 7 7 (602112)
INFO - 19:29:15 - Memory required for data: 1746526336
INFO - 19:29:15 - Creating layer / name=inception_5b/relu_3x3 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5b/relu_3x3
INFO - 19:29:15 - inception_5b/relu_3x3 <- inception_5b/3x3
INFO - 19:29:15 - inception_5b/relu_3x3 -> inception_5b/3x3 (in-place)
INFO - 19:29:15 - Setting up inception_5b/relu_3x3
INFO - 19:29:15 - Top shape: 32 384 7 7 (602112)
INFO - 19:29:15 - Memory required for data: 1748934784
INFO - 19:29:15 - Creating layer / name=inception_5b/5x5_reduce / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5b/5x5_reduce
INFO - 19:29:15 - inception_5b/5x5_reduce <- inception_5a/output_inception_5a/output_0_split_2
INFO - 19:29:15 - inception_5b/5x5_reduce -> inception_5b/5x5_reduce
INFO - 19:29:15 - Setting up inception_5b/5x5_reduce
INFO - 19:29:15 - Top shape: 32 48 7 7 (75264)
INFO - 19:29:15 - Memory required for data: 1749235840
INFO - 19:29:15 - Creating layer / name=inception_5b/relu_5x5_reduce / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5b/relu_5x5_reduce
INFO - 19:29:15 - inception_5b/relu_5x5_reduce <- inception_5b/5x5_reduce
INFO - 19:29:15 - inception_5b/relu_5x5_reduce -> inception_5b/5x5_reduce (in-place)
INFO - 19:29:15 - Setting up inception_5b/relu_5x5_reduce
INFO - 19:29:15 - Top shape: 32 48 7 7 (75264)
INFO - 19:29:15 - Memory required for data: 1749536896
INFO - 19:29:15 - Creating layer / name=inception_5b/5x5 / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5b/5x5
INFO - 19:29:15 - inception_5b/5x5 <- inception_5b/5x5_reduce
INFO - 19:29:15 - inception_5b/5x5 -> inception_5b/5x5
INFO - 19:29:15 - Setting up inception_5b/5x5
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1750339712
INFO - 19:29:15 - Creating layer / name=inception_5b/relu_5x5 / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5b/relu_5x5
INFO - 19:29:15 - inception_5b/relu_5x5 <- inception_5b/5x5
INFO - 19:29:15 - inception_5b/relu_5x5 -> inception_5b/5x5 (in-place)
INFO - 19:29:15 - Setting up inception_5b/relu_5x5
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1751142528
INFO - 19:29:15 - Creating layer / name=inception_5b/pool / type=Pooling
INFO - 19:29:15 - Creating Layer inception_5b/pool
INFO - 19:29:15 - inception_5b/pool <- inception_5a/output_inception_5a/output_0_split_3
INFO - 19:29:15 - inception_5b/pool -> inception_5b/pool
INFO - 19:29:15 - Setting up inception_5b/pool
INFO - 19:29:15 - Top shape: 32 832 7 7 (1304576)
INFO - 19:29:15 - Memory required for data: 1756360832
INFO - 19:29:15 - Creating layer / name=inception_5b/pool_proj / type=Convolution
INFO - 19:29:15 - Creating Layer inception_5b/pool_proj
INFO - 19:29:15 - inception_5b/pool_proj <- inception_5b/pool
INFO - 19:29:15 - inception_5b/pool_proj -> inception_5b/pool_proj
INFO - 19:29:15 - Setting up inception_5b/pool_proj
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1757163648
INFO - 19:29:15 - Creating layer / name=inception_5b/relu_pool_proj / type=ReLU
INFO - 19:29:15 - Creating Layer inception_5b/relu_pool_proj
INFO - 19:29:15 - inception_5b/relu_pool_proj <- inception_5b/pool_proj
INFO - 19:29:15 - inception_5b/relu_pool_proj -> inception_5b/pool_proj (in-place)
INFO - 19:29:15 - Setting up inception_5b/relu_pool_proj
INFO - 19:29:15 - Top shape: 32 128 7 7 (200704)
INFO - 19:29:15 - Memory required for data: 1757966464
INFO - 19:29:15 - Creating layer / name=inception_5b/output / type=Concat
INFO - 19:29:15 - Creating Layer inception_5b/output
INFO - 19:29:15 - inception_5b/output <- inception_5b/1x1
INFO - 19:29:15 - inception_5b/output <- inception_5b/3x3
INFO - 19:29:15 - inception_5b/output <- inception_5b/5x5
INFO - 19:29:15 - inception_5b/output <- inception_5b/pool_proj
INFO - 19:29:15 - inception_5b/output -> inception_5b/output
INFO - 19:29:15 - Setting up inception_5b/output
INFO - 19:29:15 - Top shape: 32 1024 7 7 (1605632)
INFO - 19:29:15 - Memory required for data: 1764388992
INFO - 19:29:15 - Creating layer / name=pool5/7x7_s1 / type=Pooling
INFO - 19:29:15 - Creating Layer pool5/7x7_s1
INFO - 19:29:15 - pool5/7x7_s1 <- inception_5b/output
INFO - 19:29:15 - pool5/7x7_s1 -> pool5/7x7_s1
INFO - 19:29:15 - Setting up pool5/7x7_s1
INFO - 19:29:15 - Top shape: 32 1024 1 1 (32768)
INFO - 19:29:15 - Memory required for data: 1764520064
INFO - 19:29:15 - Creating layer / name=loss3/classifier / type=InnerProduct
INFO - 19:29:15 - Creating Layer loss3/classifier
INFO - 19:29:15 - loss3/classifier <- pool5/7x7_s1
INFO - 19:29:15 - loss3/classifier -> loss3/classifier
INFO - 19:29:15 - Setting up loss3/classifier
INFO - 19:29:15 - Top shape: 32 12 (384)
INFO - 19:29:15 - Memory required for data: 1764521600
INFO - 19:29:15 - Creating layer / name=prob / type=Softmax
INFO - 19:29:15 - Creating Layer prob
INFO - 19:29:15 - prob <- loss3/classifier
INFO - 19:29:15 - prob -> prob
INFO - 19:29:15 - Setting up prob
INFO - 19:29:15 - Top shape: 32 12 (384)
INFO - 19:29:15 - Memory required for data: 1764523136
INFO - 19:29:15 - prob does not need backward computation.
INFO - 19:29:15 - loss3/classifier does not need backward computation.
INFO - 19:29:15 - pool5/7x7_s1 does not need backward computation.
INFO - 19:29:15 - inception_5b/output does not need backward computation.
INFO - 19:29:15 - inception_5b/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_5b/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_5b/pool does not need backward computation.
INFO - 19:29:15 - inception_5b/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_5b/5x5 does not need backward computation.
INFO - 19:29:15 - inception_5b/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_5b/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_5b/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_5b/3x3 does not need backward computation.
INFO - 19:29:15 - inception_5b/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_5b/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_5b/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_5b/1x1 does not need backward computation.
INFO - 19:29:15 - inception_5a/output_inception_5a/output_0_split does not need backward computation.
INFO - 19:29:15 - inception_5a/output does not need backward computation.
INFO - 19:29:15 - inception_5a/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_5a/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_5a/pool does not need backward computation.
INFO - 19:29:15 - inception_5a/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_5a/5x5 does not need backward computation.
INFO - 19:29:15 - inception_5a/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_5a/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_5a/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_5a/3x3 does not need backward computation.
INFO - 19:29:15 - inception_5a/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_5a/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_5a/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_5a/1x1 does not need backward computation.
INFO - 19:29:15 - pool4/3x3_s2_pool4/3x3_s2_0_split does not need backward computation.
INFO - 19:29:15 - pool4/3x3_s2 does not need backward computation.
INFO - 19:29:15 - inception_4e/output does not need backward computation.
INFO - 19:29:15 - inception_4e/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4e/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4e/pool does not need backward computation.
INFO - 19:29:15 - inception_4e/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_4e/5x5 does not need backward computation.
INFO - 19:29:15 - inception_4e/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4e/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4e/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_4e/3x3 does not need backward computation.
INFO - 19:29:15 - inception_4e/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4e/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4e/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_4e/1x1 does not need backward computation.
INFO - 19:29:15 - inception_4d/output_inception_4d/output_0_split does not need backward computation.
INFO - 19:29:15 - inception_4d/output does not need backward computation.
INFO - 19:29:15 - inception_4d/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4d/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4d/pool does not need backward computation.
INFO - 19:29:15 - inception_4d/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_4d/5x5 does not need backward computation.
INFO - 19:29:15 - inception_4d/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4d/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4d/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_4d/3x3 does not need backward computation.
INFO - 19:29:15 - inception_4d/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4d/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4d/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_4d/1x1 does not need backward computation.
INFO - 19:29:15 - inception_4c/output_inception_4c/output_0_split does not need backward computation.
INFO - 19:29:15 - inception_4c/output does not need backward computation.
INFO - 19:29:15 - inception_4c/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4c/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4c/pool does not need backward computation.
INFO - 19:29:15 - inception_4c/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_4c/5x5 does not need backward computation.
INFO - 19:29:15 - inception_4c/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4c/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4c/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_4c/3x3 does not need backward computation.
INFO - 19:29:15 - inception_4c/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4c/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4c/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_4c/1x1 does not need backward computation.
INFO - 19:29:15 - inception_4b/output_inception_4b/output_0_split does not need backward computation.
INFO - 19:29:15 - inception_4b/output does not need backward computation.
INFO - 19:29:15 - inception_4b/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4b/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4b/pool does not need backward computation.
INFO - 19:29:15 - inception_4b/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_4b/5x5 does not need backward computation.
INFO - 19:29:15 - inception_4b/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4b/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4b/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_4b/3x3 does not need backward computation.
INFO - 19:29:15 - inception_4b/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4b/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4b/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_4b/1x1 does not need backward computation.
INFO - 19:29:15 - inception_4a/output_inception_4a/output_0_split does not need backward computation.
INFO - 19:29:15 - inception_4a/output does not need backward computation.
INFO - 19:29:15 - inception_4a/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4a/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_4a/pool does not need backward computation.
INFO - 19:29:15 - inception_4a/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_4a/5x5 does not need backward computation.
INFO - 19:29:15 - inception_4a/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4a/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_4a/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_4a/3x3 does not need backward computation.
INFO - 19:29:15 - inception_4a/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4a/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_4a/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_4a/1x1 does not need backward computation.
INFO - 19:29:15 - pool3/3x3_s2_pool3/3x3_s2_0_split does not need backward computation.
INFO - 19:29:15 - pool3/3x3_s2 does not need backward computation.
INFO - 19:29:15 - inception_3b/output does not need backward computation.
INFO - 19:29:15 - inception_3b/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_3b/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_3b/pool does not need backward computation.
INFO - 19:29:15 - inception_3b/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_3b/5x5 does not need backward computation.
INFO - 19:29:15 - inception_3b/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_3b/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_3b/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_3b/3x3 does not need backward computation.
INFO - 19:29:15 - inception_3b/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_3b/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_3b/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_3b/1x1 does not need backward computation.
INFO - 19:29:15 - inception_3a/output_inception_3a/output_0_split does not need backward computation.
INFO - 19:29:15 - inception_3a/output does not need backward computation.
INFO - 19:29:15 - inception_3a/relu_pool_proj does not need backward computation.
INFO - 19:29:15 - inception_3a/pool_proj does not need backward computation.
INFO - 19:29:15 - inception_3a/pool does not need backward computation.
INFO - 19:29:15 - inception_3a/relu_5x5 does not need backward computation.
INFO - 19:29:15 - inception_3a/5x5 does not need backward computation.
INFO - 19:29:15 - inception_3a/relu_5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_3a/5x5_reduce does not need backward computation.
INFO - 19:29:15 - inception_3a/relu_3x3 does not need backward computation.
INFO - 19:29:15 - inception_3a/3x3 does not need backward computation.
INFO - 19:29:15 - inception_3a/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_3a/3x3_reduce does not need backward computation.
INFO - 19:29:15 - inception_3a/relu_1x1 does not need backward computation.
INFO - 19:29:15 - inception_3a/1x1 does not need backward computation.
INFO - 19:29:15 - pool2/3x3_s2_pool2/3x3_s2_0_split does not need backward computation.
INFO - 19:29:15 - pool2/3x3_s2 does not need backward computation.
INFO - 19:29:15 - conv2/norm2 does not need backward computation.
INFO - 19:29:15 - conv2/relu_3x3 does not need backward computation.
INFO - 19:29:15 - conv2/3x3 does not need backward computation.
INFO - 19:29:15 - conv2/relu_3x3_reduce does not need backward computation.
INFO - 19:29:15 - conv2/3x3_reduce does not need backward computation.
INFO - 19:29:15 - pool1/norm1 does not need backward computation.
INFO - 19:29:15 - pool1/3x3_s2 does not need backward computation.
INFO - 19:29:15 - conv1/relu_7x7 does not need backward computation.
INFO - 19:29:15 - conv1/7x7_s2 does not need backward computation.
INFO - 19:29:15 - googlenet does not need backward computation.
INFO - 19:29:15 - This network produces output label
INFO - 19:29:15 - This network produces output prob
I1209 19:29:15.115687 2345 caffelib.cc:408] Using pre-trained weights from /home/ubuntu/Documents/Jubeen/deepdetect/deepdetect_pascal/deepdetect/model/temp_repository_1/model_iter_30000.caffemodel
INFO - 19:29:15 - Network initialization done.
INFO - 19:29:15 - Ignoring source layer data
INFO - 19:29:15 - Ignoring source layer label_data_1_split
INFO - 19:29:15 - Ignoring source layer loss1/ave_pool
INFO - 19:29:15 - Ignoring source layer loss1/conv
INFO - 19:29:15 - Ignoring source layer loss1/relu_conv
INFO - 19:29:15 - Ignoring source layer loss1/fc
INFO - 19:29:15 - Ignoring source layer loss1/relu_fc
INFO - 19:29:15 - Ignoring source layer loss1/drop_fc
INFO - 19:29:15 - Ignoring source layer loss1/classifier
INFO - 19:29:15 - Ignoring source layer loss1/loss
INFO - 19:29:15 - Ignoring source layer loss2/ave_pool
INFO - 19:29:15 - Ignoring source layer loss2/conv
INFO - 19:29:15 - Ignoring source layer loss2/relu_conv
INFO - 19:29:15 - Ignoring source layer loss2/fc
INFO - 19:29:15 - Ignoring source layer loss2/relu_fc
INFO - 19:29:15 - Ignoring source layer loss2/drop_fc
INFO - 19:29:15 - Ignoring source layer loss2/classifier
INFO - 19:29:15 - Ignoring source layer loss2/loss
INFO - 19:29:15 - Ignoring source layer pool5/drop_7x7_s1
I1209 19:29:15.142691 2345 caffelib.cc:1932] Net total flops=1581660160 / total params=5978560
INFO - 19:29:15 - Ignoring source layer loss3/loss3
PREDICTION CALL
curl -X POST "http://127.0.0.1:9001/predict" -d '{
"service":"cosmos_image_classification",
"parameters":{
"input":{
"width":224,
"height":224
},
"output":{
"best":3
}
},
"data":["/home/ubuntu/Documents/trained_model/ambulance.jpg"]
}'
{"status":{"code":200,"msg":"OK"},"head":{"method":"/predict","service":"cosmos_image_classification","time":1027.0},"body":{"predictions":[{"uri":"/home/ubuntu/Documents/trained_model/ambulance.jpg","classes":[{"prob":0.9202892780303955,"cat":"n01514668"},{"prob":0.07731050997972489,"cat":"n01514859"},{"prob":0.0015054618706926704,"last":true,"cat":"n01518878"}]}]}}
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