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 INFO - 19:03:01 - Iteration 20200, lr = 0.000121577 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 INFO - 19:03:14 - Iteration 20280, lr = 0.000121577 I1209 19:03:20.529309 2345 caffelib.cc:812] smoothed_loss=1.19198 INFO - 19:03:20 - Iteration 20320, lr = 0.000121577 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 INFO - 19:04:37 - Iteration 20800, lr = 0.000121577 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 INFO - 19:06:01 - Iteration 21320, lr = 0.000109419 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 INFO - 19:08:04 - Iteration 22080, lr = 9.8477e-05 I1209 19:08:10.908709 2345 caffelib.cc:812] smoothed_loss=1.2654 INFO - 19:08:10 - Iteration 22120, lr = 9.8477e-05 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 INFO - 19:08:23 - Iteration 22200, lr = 9.8477e-05 I1209 19:08:29.474375 2345 caffelib.cc:812] smoothed_loss=1.25365 INFO - 19:08:29 - Iteration 22240, lr = 9.8477e-05 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 INFO - 19:08:41 - Iteration 22320, lr = 9.8477e-05 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 INFO - 19:09:40 - Iteration 22680, lr = 9.8477e-05 I1209 19:09:46.714810 2345 caffelib.cc:812] smoothed_loss=1.17786 INFO - 19:09:46 - Iteration 22720, lr = 9.8477e-05 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 INFO - 19:10:57 - Iteration 23160, lr = 8.86293e-05 I1209 19:11:03.950927 2345 caffelib.cc:812] smoothed_loss=1.25151 INFO - 19:11:03 - Iteration 23200, lr = 8.86293e-05 I1209 19:11:10.137176 2345 caffelib.cc:812] smoothed_loss=1.1871 INFO - 19:11:09 - Iteration 23240, lr = 8.86293e-05 I1209 19:11:16.324796 2345 caffelib.cc:812] smoothed_loss=1.16427 INFO - 19:11:16 - Iteration 23280, lr = 8.86293e-05 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 INFO - 19:11:28 - Iteration 23360, lr = 8.86293e-05 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"}]}]}}