https://github.com/qqwweee/keras-yolo3

코드는 이걸로해서 학습시키려 하는데요

아나콘다에서 아래 처럼뜨고 바로 멈춰버리는데 이거 gpu메모리 부족 때문에 그런건가요..?

cpu로만 학습할때는 잘 진행됩니다.

(yolo3) C:\yolov3>python train.py
Using TensorFlow backend.
WARNING:tensorflow:From C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\framework\op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
2019-09-18 21:27:39.436598: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
2019-09-18 21:27:39.629651: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1433] Found device 0 with properties:
name: GeForce GTX 1060 3GB major: 6 minor: 1 memoryClockRate(GHz): 1.759
pciBusID: 0000:27:00.0
totalMemory: 3.00GiB freeMemory: 2.43GiB
2019-09-18 21:27:39.638479: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1512] Adding visible gpu devices: 0
2019-09-18 21:27:40.143316: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-09-18 21:27:40.151780: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990]      0
2019-09-18 21:27:40.156118: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 0:   N
2019-09-18 21:27:40.159647: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replic!a:0/task:0/device:GPU:0 with 2116 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1060 3GB, pci bus id: 0000:27:00.0, compute capability: 6.1)
Create YOLOv3 model with 9 anchors and 1 classes.
C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py:3462: UserWarning: Skipping loading of weights for layer conv2d_59 due to mismatch in shape ((1, 1, 1024, 18) vs (255, 1024, 1, 1)).
  weight_values[i].shape))
C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py:3462: UserWarning: Skipping loading of weights for layer conv2d_59 due to mismatch in shape ((18,) vs (255,)).
  weight_values[i].shape))
C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py:3462: UserWarning: Skipping loading of weights for layer conv2d_67 due to mismatch in shape ((1, 1, 512, 18) vs (255, 512, 1, 1)).
  weight_values[i].shape))
C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py:3462: UserWarning: Skipping loading of weights for layer conv2d_67 due to mismatch in shape ((18,) vs (255,)).
  weight_values[i].shape))
C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py:3462: UserWarning: Skipping loading of weights for layer conv2d_75 due to mismatch in shape ((1, 1, 256, 18) vs (255, 256, 1, 1)).
  weight_values[i].shape))
C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py:3462: UserWarning: Skipping loading of weights for layer conv2d_75 due to mismatch in shape ((18,) vs (255,)).
  weight_values[i].shape))
Load weights my_model_data/yolo_weights.h5.
Freeze the first 249 layers of total 252 layers.
Train on 42 samples, val on 20 samples, with batch size 32.
Epoch 1/50
2019-09-18 21:28:15.321792: W tensorflow/core/common_runtime/bfc_allocator.cc:211] Allocator (GPU_0_bfc) ran out of memory trying to allocate 570.38MiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2019-09-18 21:28:15.372741: W tensorflow/core/common_runtime/bfc_allocator.cc:211] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.62GiB. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
2019-09-18 21:28:25.383199: W tensorflow/core/common_runtime/bfc_allocator.cc:267] Allocator (GPU_0_bfc) ran out of memory trying to allocate 676.00MiB.  Current allocation summary follows.
2019-09-18 21:28:25.389570: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (256):   Total Chunks: 533, Chunks in use: 533. 133.3KiB allocated for chunks. 133.3KiB in use in bin. 14.8KiB client-requested in use in bin.
2019-09-18 21:28:25.397801: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (512):   Total Chunks: 122, Chunks in use: 122. 61.0KiB allocated for chunks. 61.0KiB in use in bin. 61.0KiB client-requested in use in bin.
2019-09-18 21:28:25.405844: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (1024):  Total Chunks: 195, Chunks in use: 195. 195.3KiB allocated for chunks. 195.3KiB in use in bin. 195.0KiB client-requested in use in bin.
2019-09-18 21:28:25.414201: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (2048):  Total Chunks: 155, Chunks in use: 155. 311.5KiB allocated for chunks. 311.5KiB in use in bin. 311.4KiB client-requested in use in bin.
2019-09-18 21:28:25.422119: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (4096):  Total Chunks: 50, Chunks in use: 50. 200.0KiB allocated for chunks. 200.0KiB in use in bin. 200.0KiB client-requested in use in bin.
2019-09-18 21:28:25.430323: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (8192):  Total Chunks: 1, Chunks in use: 1. 8.0KiB allocated for chunks. 8.0KiB in use in bin. 8.0KiB client-requested in use in bin.
2019-09-18 21:28:25.438872: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (16384):         Total Chunks: 10, Chunks in use: 9. 188.5KiB allocated for chunks. 160.0KiB in use in bin. 159.8KiB client-requested in use in bin.
2019-09-18 21:28:25.447627: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (32768):         Total Chunks: 16, Chunks in use: 16. 733.0KiB allocated for chunks. 733.0KiB in use in bin. 732.3KiB client-requested in use in bin.
2019-09-18 21:28:25.457124: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (65536):         Total Chunks: 12, Chunks in use: 12. 973.5KiB allocated for chunks. 973.5KiB in use in bin. 973.5KiB client-requested in use in bin.
2019-09-18 21:28:25.464981: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (131072):        Total Chunks: 18, Chunks in use: 18. 3.05MiB allocated for chunks. 3.05MiB in use in bin. 3.05MiB client-requested in use in bin.
2019-09-18 21:28:25.474556: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (262144):        Total Chunks: 6, Chunks in use: 6. 2.21MiB allocated for chunks. 2.21MiB in use in bin. 2.21MiB client-requested in use in bin.
2019-09-18 21:28:25.484107: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (524288):        Total Chunks: 18, Chunks in use: 17. 12.19MiB allocated for chunks. 11.20MiB in use in bin. 11.20MiB client-requested in use in bin.
2019-09-18 21:28:25.493759: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (1048576):       Total Chunks: 15, Chunks in use: 15. 18.95MiB allocated for chunks. 18.95MiB in use in bin. 18.95MiB client-requested in use in bin.
2019-09-18 21:28:25.502779: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (2097152):       Total Chunks: 8, Chunks in use: 7. 17.95MiB allocated for chunks. 14.00MiB in use in bin. 14.00MiB client-requested in use in bin.
2019-09-18 21:28:25.511335: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (4194304):       Total Chunks: 14, Chunks in use: 13. 64.44MiB allocated for chunks. 59.94MiB in use in bin. 59.94MiB client-requested in use in bin.
2019-09-18 21:28:25.521576: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (8388608):       Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2019-09-18 21:28:25.530538: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (16777216):      Total Chunks: 9, Chunks in use: 8. 162.07MiB allocated for chunks. 144.00MiB in use in bin. 144.00MiB client-requested in use in bin.
2019-09-18 21:28:25.540779: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (33554432):      Total Chunks: 2, Chunks in use: 0. 126.75MiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2019-09-18 21:28:25.548307: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (67108864):      Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2019-09-18 21:28:25.555793: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (134217728):     Total Chunks: 2, Chunks in use: 0. 348.95MiB allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2019-09-18 21:28:25.562977: I tensorflow/core/common_runtime/bfc_allocator.cc:597] Bin (268435456):     Total Chunks: 2, Chunks in use: 2. 1.33GiB allocated for chunks. 1.33GiB in use in bin. 1.32GiB client-requested in use in bin.
2019-09-18 21:28:25.572138: I tensorflow/core/common_runtime/bfc_allocator.cc:613] Bin for 676.00MiB was 256.00MiB, Chunk State:
2019-09-18 21:28:25.577388: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000703600000 of size 1280
2019-09-18 21:28:25.582098: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000703600500 of size 256
2019-09-18 21:28:25.586908: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000703600600 of size 256
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2019-09-18 21:28:30.863076: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716928900 of size 256
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2019-09-18 21:28:30.873132: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716928B00 of size 256
2019-09-18 21:28:30.878402: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716928C00 of size 256
2019-09-18 21:28:30.883376: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716928D00 of size 256
2019-09-18 21:28:30.887922: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716928E00 of size 256
2019-09-18 21:28:30.893916: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716928F00 of size 256
2019-09-18 21:28:30.899574: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929000 of size 256
2019-09-18 21:28:30.904868: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929100 of size 256
2019-09-18 21:28:30.910411: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929200 of size 256
2019-09-18 21:28:30.916162: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929300 of size 256
2019-09-18 21:28:30.921805: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929400 of size 256
2019-09-18 21:28:30.926840: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929500 of size 256
2019-09-18 21:28:30.936748: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929600 of size 256
2019-09-18 21:28:30.943794: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929700 of size 256
2019-09-18 21:28:30.949735: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929800 of size 256
2019-09-18 21:28:30.955645: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929900 of size 256
2019-09-18 21:28:30.960478: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929A00 of size 256
2019-09-18 21:28:30.966069: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929B00 of size 256
2019-09-18 21:28:30.971284: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929C00 of size 256
2019-09-18 21:28:30.976022: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929D00 of size 256
2019-09-18 21:28:30.980547: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929E00 of size 256
2019-09-18 21:28:30.986116: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716929F00 of size 256
2019-09-18 21:28:30.991227: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A000 of size 256
2019-09-18 21:28:30.995710: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A100 of size 256
2019-09-18 21:28:31.000889: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A200 of size 256
2019-09-18 21:28:31.005363: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A300 of size 256
2019-09-18 21:28:31.010275: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A400 of size 256
2019-09-18 21:28:31.014777: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A500 of size 256
2019-09-18 21:28:31.019786: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A600 of size 256
2019-09-18 21:28:31.024561: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A700 of size 256
2019-09-18 21:28:31.030174: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A800 of size 256
2019-09-18 21:28:31.035241: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692A900 of size 256
2019-09-18 21:28:31.041060: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692AA00 of size 256
2019-09-18 21:28:31.047141: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692AB00 of size 256
2019-09-18 21:28:31.052619: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692AC00 of size 256
2019-09-18 21:28:31.058316: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692AD00 of size 256
2019-09-18 21:28:31.063899: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692AE00 of size 256
2019-09-18 21:28:31.069124: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692AF00 of size 256
2019-09-18 21:28:31.073916: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B000 of size 256
2019-09-18 21:28:31.078090: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B100 of size 256
2019-09-18 21:28:31.083657: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B200 of size 256
2019-09-18 21:28:31.088255: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B300 of size 256
2019-09-18 21:28:31.093848: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B400 of size 256
2019-09-18 21:28:31.099173: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B500 of size 256
2019-09-18 21:28:31.104185: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B600 of size 256
2019-09-18 21:28:31.109423: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B700 of size 256
2019-09-18 21:28:31.113703: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B800 of size 256
2019-09-18 21:28:31.118398: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692B900 of size 256
2019-09-18 21:28:31.123835: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692BA00 of size 256
2019-09-18 21:28:31.128950: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692BB00 of size 256
2019-09-18 21:28:31.133433: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692BC00 of size 256
2019-09-18 21:28:31.139312: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692BD00 of size 256
2019-09-18 21:28:31.145100: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692BE00 of size 256
2019-09-18 21:28:31.150145: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692BF00 of size 256
2019-09-18 21:28:31.155237: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000071692C000 of size 256
2019-09-18 21:28:31.159858: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 000000071692C100 of size 29184
2019-09-18 21:28:31.164912: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716933300 of size 129792
2019-09-18 21:28:31.172072: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716952E00 of size 65024
2019-09-18 21:28:31.176838: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716962C00 of size 129792
2019-09-18 21:28:31.182022: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716982700 of size 36864
2019-09-18 21:28:31.187196: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 000000071698B700 of size 4718592
2019-09-18 21:28:31.192693: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716E0B700 of size 65024
2019-09-18 21:28:31.197356: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716E1B500 of size 259584
2019-09-18 21:28:31.202632: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716E5AB00 of size 519168
2019-09-18 21:28:31.207222: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716ED9700 of size 259584
2019-09-18 21:28:31.212165: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716F18D00 of size 519168
2019-09-18 21:28:31.217086: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716F97900 of size 65024
2019-09-18 21:28:31.221523: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000716FA7700 of size 708837376
2019-09-18 21:28:31.226315: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007413A7700 of size 259584
2019-09-18 21:28:31.230675: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007413E6D00 of size 2076672
2019-09-18 21:28:31.235686: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007415E1D00 of size 1038336
2019-09-18 21:28:31.240314: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007416DF500 of size 256
2019-09-18 21:28:31.244967: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 00000007416DF600 of size 1038080
2019-09-18 21:28:31.249543: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007417DCD00 of size 1038336
2019-09-18 21:28:31.254854: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007418DA500 of size 259584
2019-09-18 21:28:31.260360: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000741919B00 of size 256
2019-09-18 21:28:31.265472: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000741919C00 of size 259584
2019-09-18 21:28:31.270039: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 0000000741959200 of size 66453504
2019-09-18 21:28:31.274793: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007458B9200 of size 2076672
2019-09-18 21:28:31.279458: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000745AB4200 of size 1038336
2019-09-18 21:28:31.284271: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000745BB1A00 of size 1038336
2019-09-18 21:28:31.288954: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 0000000745CAF200 of size 714083840
2019-09-18 21:28:31.293335: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007705B0000 of size 259584
2019-09-18 21:28:31.298059: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007705EF600 of size 1038336
2019-09-18 21:28:31.302851: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 00000007706ECE00 of size 65024
2019-09-18 21:28:31.307478: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 00000007706FCC00 of size 212266496
2019-09-18 21:28:31.312085: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077D16BA00 of size 73728
2019-09-18 21:28:31.316932: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 000000077D17DA00 of size 18948096
2019-09-18 21:28:31.321687: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E38FA00 of size 18432
2019-09-18 21:28:31.327476: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E394200 of size 256
2019-09-18 21:28:31.332367: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 000000077E394300 of size 4146944
2019-09-18 21:28:31.337165: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E788A00 of size 256
2019-09-18 21:28:31.341425: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E788B00 of size 256
2019-09-18 21:28:31.345999: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E788C00 of size 36864
2019-09-18 21:28:31.350364: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E791C00 of size 36864
2019-09-18 21:28:31.355089: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E79AC00 of size 256
2019-09-18 21:28:31.359620: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E79AD00 of size 256
2019-09-18 21:28:31.365342: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E79AE00 of size 73728
2019-09-18 21:28:31.371060: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7ACE00 of size 73728
2019-09-18 21:28:31.376320: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7BEE00 of size 256
2019-09-18 21:28:31.381385: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7BEF00 of size 256
2019-09-18 21:28:31.385733: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7BF000 of size 18432
2019-09-18 21:28:31.390301: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7C3800 of size 18432
2019-09-18 21:28:31.395431: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7C8000 of size 256
2019-09-18 21:28:31.401433: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7C8100 of size 256
2019-09-18 21:28:31.405510: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Chunk at 000000077E7C8200 of size 256
2019-09-18 21:28:31.410174: I tensorflow/core/common_runtime/bfc_allocator.cc:632] Free  at 000000077E7C8300 of size 153635072
2019-09-18 21:28:31.414611: I tensorflow/core/common_runtime/bfc_allocator.cc:638]      Summary of in-use Chunks by size:
2019-09-18 21:28:31.419732: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 533 Chunks of size 256 totalling 133.3KiB
2019-09-18 21:28:31.424282: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 122 Chunks of size 512 totalling 61.0KiB
2019-09-18 21:28:31.429006: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 194 Chunks of size 1024 totalling 194.0KiB
2019-09-18 21:28:31.433350: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 1280 totalling 1.3KiB
2019-09-18 21:28:31.439163: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 154 Chunks of size 2048 totalling 308.0KiB
2019-09-18 21:28:31.444973: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 3584 totalling 3.5KiB
2019-09-18 21:28:31.450472: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 50 Chunks of size 4096 totalling 200.0KiB
2019-09-18 21:28:31.455916: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 8192 totalling 8.0KiB
2019-09-18 21:28:31.460455: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 16384 totalling 16.0KiB
2019-09-18 21:28:31.465676: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 8 Chunks of size 18432 totalling 144.0KiB
2019-09-18 21:28:31.471270: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 2 Chunks of size 32768 totalling 64.0KiB
2019-09-18 21:28:31.476221: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 8 Chunks of size 36864 totalling 288.0KiB
2019-09-18 21:28:31.481554: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 6 Chunks of size 65024 totalling 381.0KiB
2019-09-18 21:28:31.486361: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 10 Chunks of size 73728 totalling 720.0KiB
2019-09-18 21:28:31.491571: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 2 Chunks of size 129792 totalling 253.5KiB
2019-09-18 21:28:31.496285: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 11 Chunks of size 131072 totalling 1.38MiB
2019-09-18 21:28:31.502071: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 196608 totalling 192.0KiB
2019-09-18 21:28:31.507503: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 6 Chunks of size 259584 totalling 1.49MiB
2019-09-18 21:28:31.512566: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 3 Chunks of size 294912 totalling 864.0KiB
2019-09-18 21:28:31.518169: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 389376 totalling 380.3KiB
2019-09-18 21:28:31.522224: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 2 Chunks of size 519168 totalling 1014.0KiB
2019-09-18 21:28:31.526908: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 11 Chunks of size 524288 totalling 5.50MiB
2019-09-18 21:28:31.531283: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 786432 totalling 768.0KiB
2019-09-18 21:28:31.537039: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 5 Chunks of size 1038336 totalling 4.95MiB
2019-09-18 21:28:31.542452: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 12 Chunks of size 1179648 totalling 13.50MiB
2019-09-18 21:28:31.547387: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 1557504 totalling 1.49MiB
2019-09-18 21:28:31.552586: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 2 Chunks of size 2076672 totalling 3.96MiB
2019-09-18 21:28:31.557939: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 7 Chunks of size 2097152 totalling 14.00MiB
2019-09-18 21:28:31.563276: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 12 Chunks of size 4718592 totalling 54.00MiB
2019-09-18 21:28:31.567992: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 6230016 totalling 5.94MiB
2019-09-18 21:28:31.573983: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 8 Chunks of size 18874368 totalling 144.00MiB
2019-09-18 21:28:31.579578: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 708837376 totalling 676.00MiB
2019-09-18 21:28:31.584476: I tensorflow/core/common_runtime/bfc_allocator.cc:641] 1 Chunks of size 714083840 totalling 681.00MiB
2019-09-18 21:28:31.589998: I tensorflow/core/common_runtime/bfc_allocator.cc:645] Sum Total of in-use chunks: 1.58GiB
2019-09-18 21:28:31.594399: I tensorflow/core/common_runtime/bfc_allocator.cc:647] Stats:
Limit:                  2219101388
InUse:                  1691411712
MaxInUse:               2065466368
NumAllocs:                    1701
MaxAllocSize:            714083840

2019-09-18 21:28:31.606096: W tensorflow/core/common_runtime/bfc_allocator.cc:271] ************__**********************************__*********************************_________**______
2019-09-18 21:28:31.612037: W tensorflow/core/framework/op_kernel.cc:1401] OP_REQUIRES failed at fused_batch_norm_op.cc:285 : Resource exhausted: OOM when allocating tensor with shape[32,32,416,416] and type float on /job:localhost/replic!a:0/task:0/device:GPU:0 by allocator GPU_0_bfc
Traceback (most recent call last):
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 1334, in _do_call
    return fn(*args)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 1319, in _run_fn
    options, feed_dict, fetch_list, target_list, run_metadata)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 1407, in _call_tf_sessionrun
    run_metadata)
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[32,32,416,416] and type float on /job:localhost/replic!a:0/task:0/device:GPU:0 by allocator GPU_0_bfc
         [[{{node batch_normalization_1/FusedBatchNorm}}]]

Current usage from device: /job:localhost/replic!a:0/task:0/device:GPU:0, allocator: GPU_0_bfc
  676.00MiB from conv2d_1/convolution
  1.98MiB from yolo_loss/strided_slice_74
  1.98MiB from yolo_loss/strided_slice_72
  1014.0KiB from yolo_loss/strided_slice_57
  1014.0KiB from yolo_loss/strided_slice_76
  Remaining 117 nodes with 6.47MiB

         [[{{node loss/add_74}}]]

Current usage from device: /job:localhost/replic!a:0/task:0/device:GPU:0, allocator: GPU_0_bfc
  676.00MiB from conv2d_1/convolution
  1.98MiB from yolo_loss/strided_slice_74
  1.98MiB from yolo_loss/strided_slice_72
  1014.0KiB from yolo_loss/strided_slice_57
  1014.0KiB from yolo_loss/strided_slice_76
  Remaining 117 nodes with 6.47MiB

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "train.py", line 192, in <module>
    _main()
  File "train.py", line 67, in _main
    callbacks=[logging, checkpoint])
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\legacy\interfaces.py", line 91, in wrapper
    return func(*args, **kwargs)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\training.py", line 2224, in fit_generator
    class_weight=class_weight)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\training.py", line 1883, in train_on_batch
    outputs = self.train_function(ins)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\backend\tensorflow_backend.py", line 2478, in __call__
    **self.session_kwargs)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 929, in run
    run_metadata_ptr)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 1152, in _run
    feed_dict_tensor, options, run_metadata)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 1328, in _do_run
    run_metadata)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\client\session.py", line 1348, in _do_call
    raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[32,32,416,416] and type float on /job:localhost/replic!a:0/task:0/device:GPU:0 by allocator GPU_0_bfc
         [[node batch_normalization_1/FusedBatchNorm (defined at C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\backend\tensorflow_backend.py:1802) ]]

Current usage from device: /job:localhost/replic!a:0/task:0/device:GPU:0, allocator: GPU_0_bfc
  676.00MiB from conv2d_1/convolution
  1.98MiB from yolo_loss/strided_slice_74
  1.98MiB from yolo_loss/strided_slice_72
  1014.0KiB from yolo_loss/strided_slice_57
  1014.0KiB from yolo_loss/strided_slice_76
  Remaining 117 nodes with 6.47MiB

         [[node loss/add_74 (defined at C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\training.py:848) ]]

Current usage from device: /job:localhost/replic!a:0/task:0/device:GPU:0, allocator: GPU_0_bfc
  676.00MiB from conv2d_1/convolution
  1.98MiB from yolo_loss/strided_slice_74
  1.98MiB from yolo_loss/strided_slice_72
  1014.0KiB from yolo_loss/strided_slice_57
  1014.0KiB from yolo_loss/strided_slice_76
  Remaining 117 nodes with 6.47MiB

Caused by op 'batch_normalization_1/FusedBatchNorm', defined at:
  File "train.py", line 192, in <module>
    _main()
  File "train.py", line 36, in _main
    freeze_body=2, weights_path='my_model_data/yolo_weights.h5') # make sure you know what you freeze
  File "train.py", line 118, in create_model
    model_body = yolo_body(image_input, num_anchors//3, num_classes)
  File "C:\yolov3\yolo3\model.py", line 72, in yolo_body
    darknet = Model(inputs, darknet_body(inputs))
  File "C:\yolov3\yolo3\model.py", line 48, in darknet_body
    x = DarknetConv2D_BN_Leaky(32, (3,3))(x)
  File "C:\yolov3\yolo3\utils.py", line 16, in <lambda>
    return reduce(lambda f, g: lambda *a, **kw: g(f(*a, **kw)), funcs)
  File "C:\yolov3\yolo3\utils.py", line 16, in <lambda>
    return reduce(lambda f, g: lambda *a, **kw: g(f(*a, **kw)), funcs)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\topology.py", line 619, in __call__
    output = self.call(inputs, **kwargs)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\layers\normalization.py", line 181, in call
    epsilon=self.epsilon)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\backend\tensorflow_backend.py", line 1827, in normalize_batch_in_training
    epsilon=epsilon)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\backend\tensorflow_backend.py", line 1802, in _fused_normalize_batch_in_training
    data_format=tf_data_format)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\ops\nn_impl.py", line 1182, in fused_batch_norm
    name=name)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\ops\gen_nn_ops.py", line 3756, in _fused_batch_norm
    name=name)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 788, in _apply_op_helper
    op_def=op_def)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\util\deprecation.py", line 507, in new_func
    return func(*args, **kwargs)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\framework\ops.py", line 3300, in create_op
    op_def=op_def)
  File "C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\tensorflow\python\framework\ops.py", line 1801, in __init__
    self._traceback = tf_stack.extract_stack()

ResourceExhaustedError (see above for traceback): OOM when allocating tensor with shape[32,32,416,416] and type float on /job:localhost/replic!a:0/task:0/device:GPU:0 by allocator GPU_0_bfc
         [[node batch_normalization_1/FusedBatchNorm (defined at C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\backend\tensorflow_backend.py:1802) ]]

Current usage from device: /job:localhost/replic!a:0/task:0/device:GPU:0, allocator: GPU_0_bfc
  676.00MiB from conv2d_1/convolution
  1.98MiB from yolo_loss/strided_slice_74
  1.98MiB from yolo_loss/strided_slice_72
  1014.0KiB from yolo_loss/strided_slice_57
  1014.0KiB from yolo_loss/strided_slice_76
  Remaining 117 nodes with 6.47MiB

         [[node loss/add_74 (defined at C:\Users\Hyunuk\Anaconda3\envs\yolo3\lib\site-packages\keras\engine\training.py:848) ]]

Current usage from device: /job:localhost/replic!a:0/task:0/device:GPU:0, allocator: GPU_0_bfc
  676.00MiB from conv2d_1/convolution
  1.98MiB from yolo_loss/strided_slice_74
  1.98MiB from yolo_loss/strided_slice_72
  1014.0KiB from yolo_loss/strided_slice_57
  1014.0KiB from yolo_loss/strided_slice_76
  Remaining 117 nodes with 6.47MiB