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230418_얼굴인식 연구노트

지문인식 코드가 돌아가는 환경 탐색

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지문인식 코드가 돌아가는 환경은 torch가 아닌 tensorflow, keras, CV2를 활용한 소스코드였습니다.

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그리고 가장 중요한점으로 저희가 꼭 써야하는 라이브러리는 opencv로 이 라이브러리는 다른 라이브러리로 대체가 가능하지 않는다는 점을 같이 인지했습니다.

지문인식 코드와 유사한 환경의 얼굴인식 소스코드 찾기

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그래서 최대한 개발 환경을 그대로 동일하게 일치하게 해주기 위해서 tf와 keras로 짜여진 얼굴인식 소스코드를 찾았습니다.

환경세팅 (TF+Keras+CV2) → 실패

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그다음에는, 젯슨나노에서 cv2를 설치하는 방법과 tf, keras 등을 설치하는 방법에 대해서 알아 보았습니다.

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설치순서를 다음과 같은 방법으로 전부 다 해보았습니다. 

CV2 설치 → TF 설치 → Keras 설치
CV2 설치 → Keras 설치 → TF 설치
Keras 설치 → CV2 설치 → TF 설치
Keras 설치 → TF 설치 → CV2 설치
TF 설치 → Keras 설치 → CV2 설치
TF 설치 → CV2 설치 → Keras 설치
Python
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설치 방법에 많은 명령어들이 들어가기에 그것들에 대한 모든 경우의 수를 체킹하면서 전부 다해보았는데 결국 안되었습니다.

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심지어 상기 라이브러리와 더불어 다른 기타 라이브러리 까지 설치해야하기에 경우의 수 수백가지 이상 따져가면서 설치해보았는데도 실패했습니다. (이부분에서 거의 한달 소모되었습니다)

간이 환경(TF+KERAS)에서 얼굴인식 돌리기

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그래서 일단 Opencv라도 하지말고 tf+keras 세팅으로 얼굴인식 소스코드가 돌아가는지라도 한번 테스팅 해보았습니다.

출처

🔥 Celebrity Face Recognition - VGGFace Model✨

Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sources

https://www.kaggle.com/code/vinayakshanawad/celebrity-face-recognition-vggface-model

소스코드 1

import numpy as np
#import matplotlib.pyplot as plt
import os
import math
import shutil
ROOT_DIR = '/home/test4611/Desktop/105_classes_pins_dataset'
DEST_DIR = './Data'
n = 5  #int(input("Enter Number of Targets: "))
#shutil.rmtree("./Data")
import random
exclude=[]
target=[]
count=[]
no_of_images = {}
if not os.path.exists("./Data"):
    os.mkdir("./Data")
    for i in range(n):
        personfolder=os.listdir(ROOT_DIR)
        for item in exclude:
            if item in personfolder:
                personfolder.remove(item)
        person=random.choice(personfolder)
        src = (ROOT_DIR+'/'+person)
        dest = ('./Data/'+person[5:])
        destexcl = (person)
        exclude.append(destexcl)
        shutil.copytree(src,dest)    
    for dir in os.listdir(DEST_DIR):
        no_of_images[dir] = len(os.listdir(os.path.join(DEST_DIR,dir)))
    othersno=max(no_of_images.values())    
    if not os.path.exists("./Data/NON-TARGET"):
        os.mkdir("./Data/NON-TARGET")
        for i in range(othersno+2):
            person=random.choice(personfolder)
            files=os.listdir(ROOT_DIR+'/'+person)
            face=random.choice(files)
            src = (ROOT_DIR+'/'+person+'/'+face)
            dest = ('./Data/NON-TARGET/')
            shutil.copy(src,dest)
        
no_of_images = {}
for dir in os.listdir(DEST_DIR):
    no_of_images[dir] = len(os.listdir(os.path.join(DEST_DIR,dir)))
no_of_images.items()
print('\n')
for item in no_of_images:
    if item != 'NON-TARGET':
        target.append(item)
print('Target_Name\t\tNo_of_Images')
for item in target:
    print(item,'\t\t',no_of_images[item])
print('NON-TARGET','\t\t',no_of_images['NON-TARGET'])
###
def dataFolder(p, split):
    if not os.path.exists("./Model_Data"):
        os.mkdir("./Model_Data")
    if not os.path.exists("./Model_Data/"+p):
        os.mkdir("./Model_Data/"+p)
        for dir in os.listdir(DEST_DIR):
            os.makedirs("./Model_Data/"+p+"/"+dir)
            for img in np.random.choice(a=os.listdir(os.path.join(DEST_DIR,dir)), size = (math.floor(split*no_of_images[dir])-5),replace=False):
                O = os.path.join(DEST_DIR,dir,img)
                D = os.path.join("./Model_Data/"+p,dir)
                shutil.copy(O,D)
    else:
        print(f"{p} Exists")
dataFolder("Train",0.7)
dataFolder("Val",0.3)
dataFolder("Test",0.5)
####
from keras.preprocessing.image import ImageDataGenerator

def preprocessingTrain(path):
    image_data = ImageDataGenerator(featurewise_center=True,
                                    rotation_range=0.4,
                                    width_shift_range=0.3,
                                    zoom_range=0.2,
                                    shear_range=0.2,
                                    rescale=1./255,
                                    horizontal_flip= True)

    image = image_data.flow_from_directory(directory= path,
                                           target_size=(256,256),
                                           batch_size=2,
                                           class_mode='categorical')
    return image

def preprocessingVal(path):
    image_data = ImageDataGenerator(rescale=1./255)
    image = image_data.flow_from_directory(directory= path,
                                           target_size=(256,256),
                                           batch_size=2,
                                           class_mode='categorical')
    return image
###
train_path="./Model_Data/Train"
train_data = preprocessingTrain(train_path)
val_path="./Model_Data/Val"
val_data = preprocessingVal(val_path)
test_path="./Model_Data/Test"
test_data = preprocessingVal(test_path)
from keras.models import Model
from keras.layers import Flatten, Dense
import keras.losses
from keras.applications.inception_resnet_v2 import InceptionResNetV2 as IncRes
###
base_model = IncRes(input_shape=(256,256,3),weights='imagenet',include_top=False)
for layer in base_model.layers:
    layer.trainable=False
X=Flatten()(base_model.output)
X=Dense(units=n+1, activation='softmax')(X)
model_IncRes = Model(base_model.input, X)
model_IncRes.compile(optimizer='adam',loss=keras.losses.categorical_crossentropy,metrics=['accuracy'])
model_IncRes.summary()
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소스코드 2

import h5py
import numpy as np
#import matplotlib.pyplot as plt
#%matplotlib inline
#
# used to supress display of warnings
import warnings

#from sklearn.metrics import precision_recall_curve,accuracy_score,f1_score,precision_score,recall_score





# suppress display of warnings
warnings.filterwarnings('ignore')



import os
source_dir=os.path.join('/home/test4611/Desktop/105_classes_pins_dataset')


class IdentityMetadata():
    def __init__(self, base, name, file):
        self.base = base
        # identity name
        self.name = name
        # image file name
        self.file = file

    def __repr__(self):
        return self.image_path()

    def image_path(self):
        return os.path.join(self.base, self.name, self.file) 
    



def load_metadata(path):
    metadata = []
    for i in os.listdir(path):
        for f in os.listdir(os.path.join(path, i)):
            # Check file extension. Allow only jpg/jpeg' files.
            ext = os.path.splitext(f)[1]
            if ext == '.jpg' or ext == '.jpeg':
                metadata.append(IdentityMetadata(path, i, f))
    return np.array(metadata)

# metadata = load_metadata('images')
metadata = load_metadata(source_dir)






from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import ZeroPadding2D, Convolution2D, MaxPooling2D, Dropout, Flatten, Activation

def vgg_face():	
    model = Sequential()
    model.add(ZeroPadding2D((1,1),input_shape=(224,224, 3)))
    model.add(Convolution2D(64, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(64, (3, 3), activation='relu'))
    model.add(MaxPooling2D((2,2), strides=(2,2)))
    
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(128, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(128, (3, 3), activation='relu'))
    model.add(MaxPooling2D((2,2), strides=(2,2)))
    
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(256, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(256, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(256, (3, 3), activation='relu'))
    model.add(MaxPooling2D((2,2), strides=(2,2)))
    
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(512, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(512, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(512, (3, 3), activation='relu'))
    model.add(MaxPooling2D((2,2), strides=(2,2)))
    
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(512, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(512, (3, 3), activation='relu'))
    model.add(ZeroPadding2D((1,1)))
    model.add(Convolution2D(512, (3, 3), activation='relu'))
    model.add(MaxPooling2D((2,2), strides=(2,2)))
    
    model.add(Convolution2D(4096, (7, 7), activation='relu'))
    model.add(Dropout(0.5))
    model.add(Convolution2D(4096, (1, 1), activation='relu'))
    model.add(Dropout(0.5))
    model.add(Convolution2D(2622, (1, 1)))
    model.add(Flatten())
    model.add(Activation('softmax'))
    return model



model = vgg_face()

model.load_weights('/home/test4611/Desktop/asd/vgg_face_weights.h5')
Python
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젯슨나노 메모리 오류 발생

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상기 데이터를 젯슨나노에 넣고 Tf→keras 순서로 설치해본 결과 다음과 같은오류가 나왔습니다.

tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[1,1,384,1088] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:RandomUniform]
Python
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정지성연구원님이 말씀해주신 메모리 스왑 방법과 더불어 제가 알고있는 다른 스왑 방법도 전부 해보았는데 안되었습니다.

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그다음은 딥러닝 PC에서 학습한 모델을 젯슨나노에서 이식하는 방법으로 시도했습니다. → 결과는 동일한 메모리 부족오류로 실패했습니다.

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그다음은 Kaggle, Colab, 전남대 딥러닝 서버에서 학습한 모델을 각각 젯슨나노에서 이식하는 방법으로 시도했습니다. → 결과는 동일한ㅇㅇㅋ 메모리 부족오류로 실패했습니다.

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여기서 주변에 아는 박사님께 들었던 말인데, 어떠한 학습을 통해 산출된 모델을 가지고 젯슨나노와 같은 저사양 PC에서 동일한 개발환경으로 돌릴떄에 해당 모델의 메모리 필수 소모량이 저사양 PC보다 더 높다면 작동이 안된다는 말을 들었습니다.

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예를 들어 이런 말입니다.

[개발 SW 환경이 둘다 동일하다는 전제 조건하에]
고사양 딥러닝 pC에서 만든 모델 -> 고사양 딥러닝 pC : 작동 가능 
고사양 딥러닝 pC에서 만든 모델 -> 저사양 딥러닝 PC : 작동 일부가능 (안될수도 있음)
저사양 딥러닝 pC에서 만든 모델 -> 고사양 딥러닝 PC : 작동 가능
저사양 딥러닝 pC에서 만든 모델 -> 저사양 딥러닝 PC : 작동 가능
Python
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관련 레퍼런스를 따로 못찾은 내용이지만, 저도 이와 비슷한 경험을 많이 겪었습니다.

새로운 해결방법

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그러던 와중 어차피 이 소스코드로는 딥러닝 얼굴인식 코드도 못돌리고, 소스코드를 다른거 찾아봐도 전부다 동일한 오류가 떠서 안될뿐더러 설령 되더라도 Opencv까지 설치를 다시할때에 문제사항이 발생하니 torch로 전향에 대해 검토하고있었습니다.

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상기 링크를 보시면아시겠지만 작년에 구현 성공한 샴네트워크에서 정지성연구원님이 활용해 얼굴인식 하신다는 말씀을 안내받았습니다.

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그리고 제가 opencv+torch를 같이 설치하는 방법에도 가지고 있었습니다.

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그래서 torch로 지문인식 소스코드를 다시 찾아보고, 관련 라이브러리를 빨리 설치를 한다면 문제소지가 없을 것으로 사료되었습니다.

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이건 사담인데, 또 다른 박사님께 들었던 말입니다. tf가 지금 다른 라이브러리들과 호환성 이슈가 너무 많아서 torch로 개발하는걸 적극 추천하며 관련 top-tier 논문들도 torch가 압도적으로 맞기 떄문에, torch로 개발하는 것이 정답이라고 하셨습니다.

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그래서 torch로 지문인식 소스코드를 구현하는 방법을 찾았고 컴파일까지 성공 시켰습니다.

하기 내용은 오류메시지 상세 내용입니다.

1번소스코드 오류메시지

2023-04-18 11:32:44.893257: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
2023-04-18 11:32:44.893894: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2023-04-18 11:32:44.894219: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:44.894524: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:44.894623: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1884] Adding visible gpu devices: 0
2023-04-18 11:32:44.920481: W tensorflow/core/platform/profile_utils/cpu_utils.cc:108] Failed to find bogomips or clock in /proc/cpuinfo; cannot determine CPU frequency
2023-04-18 11:32:44.921084: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x3bd8ae60 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2023-04-18 11:32:44.921158: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): Host, Default Version
2023-04-18 11:32:44.990563: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:44.990871: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x3bd76870 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
2023-04-18 11:32:44.990944: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): NVIDIA Tegra X1, Compute Capability 5.3
2023-04-18 11:32:44.991431: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:44.991589: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1742] Found device 0 with properties: 
pciBusID: 0000:00:00.0 name: NVIDIA Tegra X1 computeCapability: 5.3
coreClock: 0.9216GHz coreCount: 1 deviceMemorySize: 3.86GiB deviceMemoryBandwidth: 194.55MiB/s
2023-04-18 11:32:44.991688: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2023-04-18 11:32:44.991805: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.10
2023-04-18 11:32:44.991888: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2023-04-18 11:32:44.991957: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2023-04-18 11:32:44.992098: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2023-04-18 11:32:44.992174: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
2023-04-18 11:32:44.992239: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2023-04-18 11:32:44.992455: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:44.992757: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:44.992876: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1884] Adding visible gpu devices: 0
2023-04-18 11:32:44.992998: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2023-04-18 11:32:48.005617: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1283] Device interconnect StreamExecutor with strength 1 edge matrix:
2023-04-18 11:32:48.005713: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1289]      0 
2023-04-18 11:32:48.005756: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1302] 0:   N 
2023-04-18 11:32:48.006167: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:48.006525: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:32:48.006733: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1428] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 113 MB memory) -> physical GPU (device: 0, name: NVIDIA Tegra X1, pci bus id: 0000:00:00.0, compute capability: 5.3)
2023-04-18 11:33:21.459332: W tensorflow/core/common_runtime/bfc_allocator.cc:431] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.59MiB (rounded to 1671168)requested by op RandomUniform
Current allocation summary follows.
2023-04-18 11:33:21.460439: I tensorflow/core/common_runtime/bfc_allocator.cc:970] BFCAllocator dump for GPU_0_bfc
2023-04-18 11:33:21.460759: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (256):   Total Chunks: 317, Chunks in use: 317. 79.2KiB allocated for chunks. 79.2KiB in use in bin. 43.4KiB client-requested in use in bin.
2023-04-18 11:33:21.461270: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (512):   Total Chunks: 321, Chunks in use: 321. 217.8KiB allocated for chunks. 217.8KiB in use in bin. 206.2KiB client-requested in use in bin.
2023-04-18 11:33:21.461815: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (1024):  Total Chunks: 29, Chunks in use: 29. 36.0KiB allocated for chunks. 36.0KiB in use in bin. 34.0KiB client-requested in use in bin.
2023-04-18 11:33:21.462324: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (2048):  Total Chunks: 2, Chunks in use: 2. 6.0KiB allocated for chunks. 6.0KiB in use in bin. 4.9KiB client-requested in use in bin.
2023-04-18 11:33:21.462831: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (4096):  Total Chunks: 18, Chunks in use: 18. 76.5KiB allocated for chunks. 76.5KiB in use in bin. 76.5KiB client-requested in use in bin.
2023-04-18 11:33:21.463297: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (8192):  Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:33:21.463752: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (16384):         Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:33:21.464439: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (32768):         Total Chunks: 39, Chunks in use: 39. 1.64MiB allocated for chunks. 1.64MiB in use in bin. 1.55MiB client-requested in use in bin.
2023-04-18 11:33:21.464613: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (65536):         Total Chunks: 29, Chunks in use: 28. 2.40MiB allocated for chunks. 2.28MiB in use in bin. 1.88MiB client-requested in use in bin.
2023-04-18 11:33:21.464782: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (131072):        Total Chunks: 12, Chunks in use: 11. 1.93MiB allocated for chunks. 1.77MiB in use in bin. 1.77MiB client-requested in use in bin.
2023-04-18 11:33:21.465003: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (262144):        Total Chunks: 3, Chunks in use: 3. 980.0KiB allocated for chunks. 980.0KiB in use in bin. 944.0KiB client-requested in use in bin.
2023-04-18 11:33:21.465271: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (524288):        Total Chunks: 62, Chunks in use: 59. 45.11MiB allocated for chunks. 42.86MiB in use in bin. 37.43MiB client-requested in use in bin.
2023-04-18 11:33:21.465545: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (1048576):       Total Chunks: 38, Chunks in use: 36. 50.06MiB allocated for chunks. 47.72MiB in use in bin. 42.99MiB client-requested in use in bin.
2023-04-18 11:33:21.465804: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (2097152):       Total Chunks: 2, Chunks in use: 2. 6.38MiB allocated for chunks. 6.38MiB in use in bin. 5.62MiB client-requested in use in bin.
2023-04-18 11:33:21.466052: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (4194304):       Total Chunks: 1, Chunks in use: 1. 4.22MiB allocated for chunks. 4.22MiB in use in bin. 4.22MiB client-requested in use in bin.
2023-04-18 11:33:21.466296: I tensorflow/core/common_runtime/bfc_allocator.cc:977] 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.
2023-04-18 11:33:21.466527: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (16777216):      Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:33:21.466772: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (33554432):      Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:33:21.467011: I tensorflow/core/common_runtime/bfc_allocator.cc:977] 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.
2023-04-18 11:33:21.467256: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (134217728):     Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:33:21.467497: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (268435456):     Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:33:21.467742: I tensorflow/core/common_runtime/bfc_allocator.cc:993] Bin for 1.59MiB was 1.00MiB, Chunk State: 
2023-04-18 11:33:21.468216: I tensorflow/core/common_runtime/bfc_allocator.cc:999]   Size: 1.09MiB | Requested Size: 840.0KiB | in_use: 0 | bin_num: 12, prev:   Size: 560.0KiB | Requested Size: 560.0KiB | in_use: 1 | bin_num: -1, next:   Size: 1.00MiB | Requested Size: 840.0KiB | in_use: 1 | bin_num: -1
2023-04-18 11:33:21.468372: I tensorflow/core/common_runtime/bfc_allocator.cc:999]   Size: 1.25MiB | Requested Size: 1B | in_use: 0 | bin_num: 12, prev:   Size: 840.0KiB | Requested Size: 840.0KiB | in_use: 1 | bin_num: -1
2023-04-18 11:33:21.468475: I tensorflow/core/common_runtime/bfc_allocator.cc:1006] Next region of size 118583296
2023-04-18 11:33:21.468580: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30000 of size 1280 next 1
2023-04-18 11:33:21.468695: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30500 of size 256 next 5
2023-04-18 11:33:21.468819: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30600 of size 256 next 8
2023-04-18 11:33:21.468954: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30700 of size 256 next 9
2023-04-18 11:33:21.469095: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30800 of size 256 next 10
2023-04-18 11:33:21.469234: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30900 of size 256 next 11
2023-04-18 11:33:21.469366: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30a00 of size 256 next 12
2023-04-18 11:33:21.469507: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30b00 of size 256 next 13
2023-04-18 11:33:21.469650: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30c00 of size 256 next 15
2023-04-18 11:33:21.469789: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30d00 of size 256 next 16
2023-04-18 11:33:21.469925: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30e00 of size 256 next 14
2023-04-18 11:33:21.470057: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30f00 of size 256 next 19
2023-04-18 11:33:21.470198: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31000 of size 256 next 20
2023-04-18 11:33:21.470335: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31100 of size 256 next 21
2023-04-18 11:33:21.470472: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31200 of size 256 next 2
2023-04-18 11:33:21.470617: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31300 of size 256 next 3
2023-04-18 11:33:21.470755: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31400 of size 256 next 4
2023-04-18 11:33:21.470893: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31500 of size 256 next 22
2023-04-18 11:33:21.471033: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31600 of size 256 next 25
2023-04-18 11:33:21.471171: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31700 of size 256 next 26
2023-04-18 11:33:21.471309: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31800 of size 256 next 27
2023-04-18 11:33:21.471445: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31900 of size 256 next 28
2023-04-18 11:33:21.471581: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31a00 of size 256 next 30
2023-04-18 11:33:21.471713: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31b00 of size 256 next 31
2023-04-18 11:33:21.471851: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31c00 of size 512 next 29
2023-04-18 11:33:21.472071: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b31e00 of size 512 next 32
2023-04-18 11:33:21.472185: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b32000 of size 512 next 34
2023-04-18 11:33:21.472242: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b32200 of size 512 next 6
2023-04-18 11:33:21.472299: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b32400 of size 3584 next 7
2023-04-18 11:33:21.472352: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33200 of size 256 next 36
2023-04-18 11:33:21.472404: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33300 of size 256 next 37
2023-04-18 11:33:21.472460: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33400 of size 768 next 35
2023-04-18 11:33:21.472520: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33700 of size 768 next 40
2023-04-18 11:33:21.472584: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33a00 of size 768 next 41
2023-04-18 11:33:21.472659: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33d00 of size 768 next 42
2023-04-18 11:33:21.472744: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34000 of size 256 next 43
2023-04-18 11:33:21.472828: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34100 of size 256 next 44
2023-04-18 11:33:21.472907: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34200 of size 512 next 47
2023-04-18 11:33:21.472991: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34400 of size 512 next 48
2023-04-18 11:33:21.473078: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34600 of size 512 next 49
2023-04-18 11:33:21.473165: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34800 of size 512 next 50
2023-04-18 11:33:21.473251: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34a00 of size 256 next 52
2023-04-18 11:33:21.473336: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34b00 of size 256 next 53
2023-04-18 11:33:21.473418: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34c00 of size 256 next 51
2023-04-18 11:33:21.473502: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34d00 of size 256 next 55
2023-04-18 11:33:21.473585: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34e00 of size 256 next 56
2023-04-18 11:33:21.473668: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b34f00 of size 256 next 57
2023-04-18 11:33:21.473752: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35000 of size 256 next 59
2023-04-18 11:33:21.473833: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35100 of size 256 next 60
2023-04-18 11:33:21.473916: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35200 of size 256 next 58
2023-04-18 11:33:21.474004: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35300 of size 256 next 61
2023-04-18 11:33:21.474085: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35400 of size 256 next 63
2023-04-18 11:33:21.474136: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35500 of size 256 next 64
2023-04-18 11:33:21.474217: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35600 of size 256 next 65
2023-04-18 11:33:21.474262: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35700 of size 256 next 66
2023-04-18 11:33:21.474299: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35800 of size 256 next 69
2023-04-18 11:33:21.474334: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35900 of size 256 next 70
2023-04-18 11:33:21.474371: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35a00 of size 256 next 71
2023-04-18 11:33:21.474405: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35b00 of size 256 next 72
2023-04-18 11:33:21.474440: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35c00 of size 256 next 74
2023-04-18 11:33:21.474476: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35d00 of size 256 next 75
2023-04-18 11:33:21.474510: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35e00 of size 512 next 73
2023-04-18 11:33:21.474544: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36000 of size 512 next 77
2023-04-18 11:33:21.474579: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36200 of size 512 next 78
2023-04-18 11:33:21.474614: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36400 of size 512 next 79
2023-04-18 11:33:21.474649: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36600 of size 256 next 80
2023-04-18 11:33:21.474689: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36700 of size 256 next 81
2023-04-18 11:33:21.474732: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36800 of size 512 next 84
2023-04-18 11:33:21.474776: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36a00 of size 512 next 85
2023-04-18 11:33:21.474824: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36c00 of size 512 next 86
2023-04-18 11:33:21.474870: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b36e00 of size 512 next 87
2023-04-18 11:33:21.474919: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37000 of size 256 next 89
2023-04-18 11:33:21.474970: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37100 of size 256 next 90
2023-04-18 11:33:21.475020: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37200 of size 256 next 91
2023-04-18 11:33:21.475072: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37300 of size 256 next 92
2023-04-18 11:33:21.475165: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37400 of size 256 next 93
2023-04-18 11:33:21.475210: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37500 of size 256 next 94
2023-04-18 11:33:21.475244: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37600 of size 256 next 96
2023-04-18 11:33:21.475277: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37700 of size 256 next 97
2023-04-18 11:33:21.475311: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37800 of size 256 next 98
2023-04-18 11:33:21.475343: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37900 of size 256 next 99
2023-04-18 11:33:21.475373: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37a00 of size 256 next 101
2023-04-18 11:33:21.475403: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37b00 of size 256 next 102
2023-04-18 11:33:21.475433: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37c00 of size 256 next 103
2023-04-18 11:33:21.475464: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37d00 of size 256 next 104
2023-04-18 11:33:21.475495: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37e00 of size 256 next 106
2023-04-18 11:33:21.475524: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b37f00 of size 256 next 107
2023-04-18 11:33:21.475555: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b38000 of size 256 next 108
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2023-04-18 11:33:21.476194: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b39000 of size 256 next 129
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2023-04-18 11:33:21.476275: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b39300 of size 256 next 132
2023-04-18 11:33:21.476302: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b39400 of size 1280 next 135
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2023-04-18 11:33:21.476531: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b3a000 of size 256 next 144
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2023-04-18 11:33:21.480810: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5c300 of size 256 next 289
2023-04-18 11:33:21.480839: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5c400 of size 256 next 290
2023-04-18 11:33:21.480870: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5c500 of size 1280 next 293
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2023-04-18 11:33:21.481176: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5d200 of size 256 next 304
2023-04-18 11:33:21.481206: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5d300 of size 256 next 305
2023-04-18 11:33:21.481235: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5d400 of size 256 next 306
2023-04-18 11:33:21.481264: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5d500 of size 256 next 307
2023-04-18 11:33:21.481294: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5d600 of size 256 next 309
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2023-04-18 11:33:21.481651: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5e100 of size 256 next 323
2023-04-18 11:33:21.481685: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5e200 of size 1280 next 326
2023-04-18 11:33:21.481722: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5e700 of size 256 next 327
2023-04-18 11:33:21.481757: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5e800 of size 256 next 328
2023-04-18 11:33:21.481793: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5e900 of size 256 next 329
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2023-04-18 11:33:21.481970: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b5ef00 of size 256 next 336
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2023-04-18 11:33:21.485598: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df3200 of size 1536 next 449
2023-04-18 11:33:21.485634: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df3800 of size 256 next 451
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2023-04-18 11:33:21.485704: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df3a00 of size 768 next 450
2023-04-18 11:33:21.485738: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df3d00 of size 768 next 455
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2023-04-18 11:33:21.485832: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df4600 of size 256 next 458
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2023-04-18 11:33:21.485895: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df4800 of size 512 next 461
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2023-04-18 11:33:21.486022: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df5000 of size 256 next 465
2023-04-18 11:33:21.486054: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df5100 of size 256 next 466
2023-04-18 11:33:21.486086: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df5200 of size 768 next 467
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2023-04-18 11:33:21.487216: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df6000 of size 768 next 475
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2023-04-18 11:33:21.487360: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df6c00 of size 256 next 479
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2023-04-18 11:33:21.487450: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df7f00 of size 768 next 485
2023-04-18 11:33:21.487479: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df8200 of size 768 next 486
2023-04-18 11:33:21.487507: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df8500 of size 768 next 487
2023-04-18 11:33:21.487537: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df8800 of size 768 next 488
2023-04-18 11:33:21.487566: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df8b00 of size 512 next 489
2023-04-18 11:33:21.487596: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df8d00 of size 512 next 490
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2023-04-18 11:33:21.487683: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df9300 of size 768 next 493
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2023-04-18 11:33:21.487784: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df9c00 of size 768 next 496
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2023-04-18 11:33:21.489289: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105e200 of size 768 next 515
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2023-04-18 11:33:21.500509: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0106ba00 of size 67584 next 292
2023-04-18 11:33:21.500539: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0107c200 of size 163840 next 291
2023-04-18 11:33:21.500569: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f010a4200 of size 40960 next 331
2023-04-18 11:33:21.500601: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f010ae200 of size 69632 next 319
2023-04-18 11:33:21.500633: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f010bf200 of size 110592 next 318
2023-04-18 11:33:21.500669: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f010da200 of size 40960 next 371
2023-04-18 11:33:21.500705: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f010e4200 of size 55296 next 377
2023-04-18 11:33:21.501623: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f010f1a00 of size 67584 next 325
2023-04-18 11:33:21.501704: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01102200 of size 163840 next 324
2023-04-18 11:33:21.501757: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0112a200 of size 40960 next 362
2023-04-18 11:33:21.501805: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01134200 of size 69632 next 351
2023-04-18 11:33:21.501860: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01145200 of size 110592 next 350
2023-04-18 11:33:21.501913: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01160200 of size 40960 next 403
2023-04-18 11:33:21.501968: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116a200 of size 4352 next 591
2023-04-18 11:33:21.502019: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116b300 of size 768 next 595
2023-04-18 11:33:21.502073: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116b600 of size 512 next 596
2023-04-18 11:33:21.502121: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116b800 of size 512 next 597
2023-04-18 11:33:21.502168: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116ba00 of size 512 next 598
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2023-04-18 11:33:21.502269: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116be00 of size 768 next 601
2023-04-18 11:33:21.502321: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116c100 of size 768 next 602
2023-04-18 11:33:21.502365: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116c400 of size 768 next 603
2023-04-18 11:33:21.502409: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116c700 of size 768 next 604
2023-04-18 11:33:21.502457: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116ca00 of size 768 next 607
2023-04-18 11:33:21.502508: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116cd00 of size 768 next 608
2023-04-18 11:33:21.502558: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116d000 of size 768 next 609
2023-04-18 11:33:21.502606: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116d300 of size 768 next 610
2023-04-18 11:33:21.502655: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116d600 of size 4352 next 611
2023-04-18 11:33:21.502700: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116e700 of size 768 next 614
2023-04-18 11:33:21.502744: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116ea00 of size 768 next 615
2023-04-18 11:33:21.502790: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116ed00 of size 768 next 616
2023-04-18 11:33:21.502833: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116f000 of size 768 next 617
2023-04-18 11:33:21.502875: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116f300 of size 512 next 618
2023-04-18 11:33:21.502919: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116f500 of size 512 next 619
2023-04-18 11:33:21.502968: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116f700 of size 512 next 620
2023-04-18 11:33:21.503014: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116f900 of size 512 next 621
2023-04-18 11:33:21.503060: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116fb00 of size 768 next 623
2023-04-18 11:33:21.503107: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0116fe00 of size 768 next 624
2023-04-18 11:33:21.503156: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01170100 of size 768 next 625
2023-04-18 11:33:21.503963: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01170400 of size 768 next 626
2023-04-18 11:33:21.504106: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01170700 of size 768 next 627
2023-04-18 11:33:21.504150: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01170a00 of size 768 next 628
2023-04-18 11:33:21.504199: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01170d00 of size 768 next 630
2023-04-18 11:33:21.504231: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01171000 of size 768 next 631
2023-04-18 11:33:21.504262: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01171300 of size 4352 next 634
2023-04-18 11:33:21.504304: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01172400 of size 768 next 635
2023-04-18 11:33:21.504337: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01172700 of size 768 next 637
2023-04-18 11:33:21.504382: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01172a00 of size 768 next 638
2023-04-18 11:33:21.504416: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01172d00 of size 768 next 639
2023-04-18 11:33:21.504446: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01173000 of size 512 next 640
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2023-04-18 11:33:21.505431: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f011e6200 of size 768 next 821
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2023-04-18 11:33:21.506721: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f011eee00 of size 128000 next 388
2023-04-18 11:33:21.506755: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0120e200 of size 163840 next 387
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2023-04-18 11:33:21.508795: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01240b00 of size 768 next 726
2023-04-18 11:33:21.508833: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01240e00 of size 512 next 727
2023-04-18 11:33:21.508868: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01241000 of size 512 next 728
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2023-04-18 11:33:21.508989: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01241600 of size 768 next 732
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2023-04-18 11:33:21.509298: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01242b00 of size 768 next 741
2023-04-18 11:33:21.509350: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01242e00 of size 4352 next 742
2023-04-18 11:33:21.509386: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01243f00 of size 768 next 745
2023-04-18 11:33:21.509418: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01244200 of size 768 next 746
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2023-04-18 11:33:21.509518: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01244b00 of size 512 next 749
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2023-04-18 11:33:21.509675: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01245300 of size 768 next 754
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2023-04-18 11:33:21.509790: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01245c00 of size 768 next 757
2023-04-18 11:33:21.509821: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01245f00 of size 768 next 758
2023-04-18 11:33:21.509862: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01246200 of size 768 next 759
2023-04-18 11:33:21.509896: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01246500 of size 768 next 761
2023-04-18 11:33:21.509929: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01246800 of size 768 next 762
2023-04-18 11:33:21.509976: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01246b00 of size 4352 next 765
2023-04-18 11:33:21.510014: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01247c00 of size 768 next 766
2023-04-18 11:33:21.510062: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01247f00 of size 768 next 768
2023-04-18 11:33:21.510099: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01248200 of size 768 next 769
2023-04-18 11:33:21.510144: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01248500 of size 768 next 770
2023-04-18 11:33:21.510182: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01248800 of size 512 next 771
2023-04-18 11:33:21.510218: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01248a00 of size 512 next 772
2023-04-18 11:33:21.510267: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01248c00 of size 512 next 773
2023-04-18 11:33:21.510302: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01248e00 of size 512 next 774
2023-04-18 11:33:21.510348: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01249000 of size 768 next 776
2023-04-18 11:33:21.510385: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01249300 of size 768 next 777
2023-04-18 11:33:21.510431: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01249600 of size 768 next 778
2023-04-18 11:33:21.510466: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01249900 of size 768 next 779
2023-04-18 11:33:21.510499: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01249c00 of size 768 next 782
2023-04-18 11:33:21.510545: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01249f00 of size 768 next 783
2023-04-18 11:33:21.510579: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124a200 of size 768 next 784
2023-04-18 11:33:21.510623: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124a500 of size 768 next 785
2023-04-18 11:33:21.510655: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124a800 of size 4352 next 786
2023-04-18 11:33:21.510696: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124b900 of size 768 next 789
2023-04-18 11:33:21.510733: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124bc00 of size 768 next 790
2023-04-18 11:33:21.510769: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124bf00 of size 768 next 791
2023-04-18 11:33:21.510802: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124c200 of size 768 next 792
2023-04-18 11:33:21.510835: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124c500 of size 512 next 793
2023-04-18 11:33:21.510867: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124c700 of size 512 next 794
2023-04-18 11:33:21.510898: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124c900 of size 512 next 795
2023-04-18 11:33:21.510930: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124cb00 of size 512 next 796
2023-04-18 11:33:21.510963: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124cd00 of size 768 next 798
2023-04-18 11:33:21.510995: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124d000 of size 768 next 799
2023-04-18 11:33:21.511025: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124d300 of size 768 next 800
2023-04-18 11:33:21.511055: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124d600 of size 768 next 801
2023-04-18 11:33:21.511086: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124d900 of size 768 next 802
2023-04-18 11:33:21.511120: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124dc00 of size 768 next 803
2023-04-18 11:33:21.511153: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124df00 of size 768 next 805
2023-04-18 11:33:21.511186: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124e200 of size 768 next 806
2023-04-18 11:33:21.511220: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124e500 of size 4352 next 809
2023-04-18 11:33:21.511254: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124f600 of size 768 next 810
2023-04-18 11:33:21.511286: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124f900 of size 768 next 812
2023-04-18 11:33:21.511317: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124fc00 of size 768 next 813
2023-04-18 11:33:21.511348: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124ff00 of size 768 next 814
2023-04-18 11:33:21.511378: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250200 of size 512 next 815
2023-04-18 11:33:21.511410: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250400 of size 512 next 816
2023-04-18 11:33:21.511441: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250600 of size 512 next 817
2023-04-18 11:33:21.511474: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250800 of size 512 next 818
2023-04-18 11:33:21.511506: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250a00 of size 768 next 820
2023-04-18 11:33:21.511539: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250d00 of size 1280 next 414
2023-04-18 11:33:21.511570: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01251200 of size 110592 next 413
2023-04-18 11:33:21.511602: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f0126c200 of size 163840 next 420
2023-04-18 11:33:21.511633: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01294200 of size 163840 next 419
2023-04-18 11:33:21.511664: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f012bc200 of size 655360 next 432
2023-04-18 11:33:21.511697: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0135c200 of size 327680 next 431
2023-04-18 11:33:21.511733: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f013ac200 of size 860160 next 474
2023-04-18 11:33:21.511763: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0147e200 of size 860160 next 473
2023-04-18 11:33:21.511796: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01550200 of size 573440 next 514
2023-04-18 11:33:21.511830: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f015dc200 of size 1146880 next 499
2023-04-18 11:33:21.511866: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f016f4200 of size 1277952 next 440
2023-04-18 11:33:21.511904: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0182c200 of size 3145728 next 426
2023-04-18 11:33:21.511938: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01b2c200 of size 4423680 next 425
2023-04-18 11:33:21.511998: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01f64200 of size 557056 next 460
2023-04-18 11:33:21.512058: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01fec200 of size 1114112 next 454
2023-04-18 11:33:21.512139: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f020fc200 of size 835584 next 453
2023-04-18 11:33:21.512198: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f021c8200 of size 1032192 next 446
2023-04-18 11:33:21.512246: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f022c4200 of size 3538944 next 445
2023-04-18 11:33:21.512302: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02624200 of size 835584 next 484
2023-04-18 11:33:21.512349: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f026f0200 of size 835584 next 482
2023-04-18 11:33:21.512408: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f027bc200 of size 1671168 next 481
2023-04-18 11:33:21.512458: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02954200 of size 835584 next 506
2023-04-18 11:33:21.512517: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02a20200 of size 835584 next 503
2023-04-18 11:33:21.512574: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02aec200 of size 1671168 next 502
2023-04-18 11:33:21.512623: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02c84200 of size 860160 next 520
2023-04-18 11:33:21.512680: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02d56200 of size 860160 next 519
2023-04-18 11:33:21.512727: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02e28200 of size 573440 next 535
2023-04-18 11:33:21.513757: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02eb4200 of size 573440 next 557
2023-04-18 11:33:21.513892: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02f40200 of size 1146880 next 542
2023-04-18 11:33:21.513976: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03058200 of size 1048576 next 527
2023-04-18 11:33:21.514045: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03158200 of size 1671168 next 526
2023-04-18 11:33:21.514105: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f032f0200 of size 835584 next 549
2023-04-18 11:33:21.514171: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f033bc200 of size 835584 next 546
2023-04-18 11:33:21.514237: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03488200 of size 1671168 next 545
2023-04-18 11:33:21.514291: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03620200 of size 860160 next 563
2023-04-18 11:33:21.514433: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f036f2200 of size 860160 next 562
2023-04-18 11:33:21.514510: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f037c4200 of size 573440 next 579
2023-04-18 11:33:21.514580: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03850200 of size 573440 next 600
2023-04-18 11:33:21.514639: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f038dc200 of size 1146880 next 586
2023-04-18 11:33:21.514705: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f039f4200 of size 1048576 next 570
2023-04-18 11:33:21.514773: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03af4200 of size 1671168 next 569
2023-04-18 11:33:21.514829: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03c8c200 of size 835584 next 593
2023-04-18 11:33:21.514892: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03d58200 of size 835584 next 590
2023-04-18 11:33:21.514943: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03e24200 of size 1671168 next 589
2023-04-18 11:33:21.515080: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03fbc200 of size 860160 next 606
2023-04-18 11:33:21.515153: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0408e200 of size 860160 next 605
2023-04-18 11:33:21.515223: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04160200 of size 573440 next 622
2023-04-18 11:33:21.515278: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f041ec200 of size 573440 next 644
2023-04-18 11:33:21.515343: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04278200 of size 1146880 next 629
2023-04-18 11:33:21.515409: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04390200 of size 1048576 next 613
2023-04-18 11:33:21.515464: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04490200 of size 1671168 next 612
2023-04-18 11:33:21.515529: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04628200 of size 835584 next 636
2023-04-18 11:33:21.515594: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f046f4200 of size 835584 next 633
2023-04-18 11:33:21.515646: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f047c0200 of size 1671168 next 632
2023-04-18 11:33:21.515713: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04958200 of size 860160 next 650
2023-04-18 11:33:21.515780: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04a2a200 of size 860160 next 649
2023-04-18 11:33:21.517392: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04afc200 of size 573440 next 666
2023-04-18 11:33:21.517526: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04b88200 of size 573440 next 687
2023-04-18 11:33:21.517597: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04c14200 of size 1146880 next 672
2023-04-18 11:33:21.517664: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04d2c200 of size 1048576 next 657
2023-04-18 11:33:21.517722: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04e2c200 of size 1671168 next 656
2023-04-18 11:33:21.517777: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04fc4200 of size 835584 next 679
2023-04-18 11:33:21.517832: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05090200 of size 835584 next 676
2023-04-18 11:33:21.517883: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0515c200 of size 1671168 next 675
2023-04-18 11:33:21.517935: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f052f4200 of size 860160 next 693
2023-04-18 11:33:21.517988: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f053c6200 of size 860160 next 692
2023-04-18 11:33:21.518038: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05498200 of size 573440 next 709
2023-04-18 11:33:21.518089: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05524200 of size 573440 next 731
2023-04-18 11:33:21.518178: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f055b0200 of size 1146880 next 716
2023-04-18 11:33:21.518249: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f056c8200 of size 1048576 next 700
2023-04-18 11:33:21.518303: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f057c8200 of size 1671168 next 699
2023-04-18 11:33:21.518370: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05960200 of size 835584 next 723
2023-04-18 11:33:21.518432: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05a2c200 of size 835584 next 720
2023-04-18 11:33:21.518487: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05af8200 of size 1671168 next 719
2023-04-18 11:33:21.518553: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05c90200 of size 860160 next 737
2023-04-18 11:33:21.518619: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05d62200 of size 860160 next 736
2023-04-18 11:33:21.518670: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05e34200 of size 573440 next 753
2023-04-18 11:33:21.518733: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05ec0200 of size 573440 next 775
2023-04-18 11:33:21.518781: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05f4c200 of size 1146880 next 760
2023-04-18 11:33:21.518960: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06064200 of size 1048576 next 744
2023-04-18 11:33:21.519026: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06164200 of size 1671168 next 743
2023-04-18 11:33:21.519087: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f062fc200 of size 835584 next 767
2023-04-18 11:33:21.520113: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f063c8200 of size 835584 next 764
2023-04-18 11:33:21.520215: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06494200 of size 1671168 next 763
2023-04-18 11:33:21.520277: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0662c200 of size 860160 next 781
2023-04-18 11:33:21.520346: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f066fe200 of size 860160 next 780
2023-04-18 11:33:21.520412: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f067d0200 of size 573440 next 797
2023-04-18 11:33:21.520467: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0685c200 of size 573440 next 819
2023-04-18 11:33:21.520531: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f068e8200 of size 1146880 next 804
2023-04-18 11:33:21.520595: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06a00200 of size 1048576 next 788
2023-04-18 11:33:21.520651: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06b00200 of size 1671168 next 787
2023-04-18 11:33:21.520721: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06c98200 of size 835584 next 811
2023-04-18 11:33:21.520793: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06d64200 of size 835584 next 808
2023-04-18 11:33:21.520848: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06e30200 of size 1671168 next 807
2023-04-18 11:33:21.520993: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06fc8200 of size 860160 next 824
2023-04-18 11:33:21.521089: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0709a200 of size 860160 next 823
2023-04-18 11:33:21.521159: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0716c200 of size 573440 next 840
2023-04-18 11:33:21.521205: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f071f8200 of size 573440 next 862
2023-04-18 11:33:21.521269: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f07284200 of size 1146880 next 847
2023-04-18 11:33:21.521330: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0739c200 of size 1048576 next 831
2023-04-18 11:33:21.521386: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0749c200 of size 1671168 next 830
2023-04-18 11:33:21.521449: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f07634200 of size 835584 next 854
2023-04-18 11:33:21.521511: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f07700200 of size 835584 next 851
2023-04-18 11:33:21.521561: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f077cc200 of size 1671168 next 850
2023-04-18 11:33:21.521616: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f07964200 of size 860160 next 868
2023-04-18 11:33:21.521668: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f07a36200 of size 860160 next 867
2023-04-18 11:33:21.521744: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f07b08200 of size 1306112 next 18446744073709551615
2023-04-18 11:33:21.521810: I tensorflow/core/common_runtime/bfc_allocator.cc:1031]      Summary of in-use Chunks by size: 
2023-04-18 11:33:21.521883: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 317 Chunks of size 256 totalling 79.2KiB
2023-04-18 11:33:21.521941: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 92 Chunks of size 512 totalling 46.0KiB
2023-04-18 11:33:21.522001: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 229 Chunks of size 768 totalling 171.8KiB
2023-04-18 11:33:21.522051: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 1024 totalling 8.0KiB
2023-04-18 11:33:21.522171: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 14 Chunks of size 1280 totalling 17.5KiB
2023-04-18 11:33:21.522239: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 7 Chunks of size 1536 totalling 10.5KiB
2023-04-18 11:33:21.522304: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 2560 totalling 2.5KiB
2023-04-18 11:33:21.522368: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 3584 totalling 3.5KiB
2023-04-18 11:33:21.522429: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 18 Chunks of size 4352 totalling 76.5KiB
2023-04-18 11:33:21.522502: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 32768 totalling 32.0KiB
2023-04-18 11:33:21.522584: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 3 Chunks of size 36864 totalling 108.0KiB
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2023-04-18 11:33:21.524579: I tensorflow/core/common_runtime/bfc_allocator.cc:1038] Sum Total of in-use chunks: 108.23MiB
2023-04-18 11:33:21.524672: I tensorflow/core/common_runtime/bfc_allocator.cc:1040] total_region_allocated_bytes_: 118583296 memory_limit_: 118583296 available bytes: 0 curr_region_allocation_bytes_: 237166592
2023-04-18 11:33:21.524746: I tensorflow/core/common_runtime/bfc_allocator.cc:1046] Stats: 
Limit:                       118583296
InUse:                       113487360
MaxInUse:                    115491328
NumAllocs:                        2734
MaxAllocSize:                  4718592
Reserved:                            0
PeakReserved:                        0
LargestFreeBlock:                    0

2023-04-18 11:33:21.525192: W tensorflow/core/common_runtime/bfc_allocator.cc:439] ***************************************************************************************************_
2023-04-18 11:33:21.525878: W tensorflow/core/framework/op_kernel.cc:1767] OP_REQUIRES failed at random_op.cc:77 : Resource exhausted: OOM when allocating tensor with shape[1,1,384,1088] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
Traceback (most recent call last):
  File "1.py", line 142, in <module>
    base_model = IncRes(input_shape=(75,75,3),weights='imagenet',include_top=False)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/applications/inception_resnet_v2.py", line 181, in InceptionResNetV2
    x, scale=0.1, block_type='block17', block_idx=block_idx)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/applications/inception_resnet_v2.py", line 369, in inception_resnet_block
    name=block_name + '_conv')
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/applications/inception_resnet_v2.py", line 282, in conv2d_bn
    x)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 926, in __call__
    input_list)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 1098, in _functional_construction_call
    self._maybe_build(inputs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 2643, in _maybe_build
    self.build(input_shapes)  # pylint:disable=not-callable
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/layers/convolutional.py", line 204, in build
    dtype=self.dtype)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 614, in add_weight
    caching_device=caching_device)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/training/tracking/base.py", line 750, in _add_variable_with_custom_getter
    **kwargs_for_getter)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer_utils.py", line 145, in make_variable
    shape=variable_shape if variable_shape else None)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 260, in __call__
    return cls._variable_v1_call(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 221, in _variable_v1_call
    shape=shape)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 199, in <lambda>
    previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 2597, in default_variable_creator
    shape=shape)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 264, in __call__
    return super(VariableMetaclass, cls).__call__(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py", line 1518, in __init__
    distribute_strategy=distribute_strategy)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py", line 1651, in _init_from_args
    initial_value() if init_from_fn else initial_value,
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/initializers/initializers_v2.py", line 397, in __call__
    return super(VarianceScaling, self).__call__(shape, dtype=_get_dtype(dtype))
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/init_ops_v2.py", line 561, in __call__
    return self._random_generator.random_uniform(shape, -limit, limit, dtype)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/init_ops_v2.py", line 1044, in random_uniform
    shape=shape, minval=minval, maxval=maxval, dtype=dtype, seed=self.seed)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/util/dispatch.py", line 201, in wrapper
    return target(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/random_ops.py", line 302, in random_uniform
    shape, dtype, seed=seed1, seed2=seed2)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/gen_random_ops.py", line 726, in random_uniform
    _ops.raise_from_not_ok_status(e, name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 6843, in raise_from_not_ok_status
    six.raise_from(core._status_to_exception(e.code, message), None)
  File "<string>", line 3, in raise_from
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[1,1,384,1088] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:RandomUniform]
Dart
복사

2번소스코드 오류메시지

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2023-04-18 11:33:21.482599: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7b200 of size 1280 next 358
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2023-04-18 11:33:21.483037: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7c400 of size 256 next 376
2023-04-18 11:33:21.483067: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7c500 of size 256 next 378
2023-04-18 11:33:21.483098: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7c600 of size 256 next 379
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2023-04-18 11:33:21.483290: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7cc00 of size 1280 next 389
2023-04-18 11:33:21.483322: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d100 of size 256 next 390
2023-04-18 11:33:21.483353: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d200 of size 256 next 391
2023-04-18 11:33:21.483389: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d300 of size 256 next 392
2023-04-18 11:33:21.483420: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d400 of size 256 next 393
2023-04-18 11:33:21.483450: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d500 of size 256 next 395
2023-04-18 11:33:21.483480: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d600 of size 256 next 396
2023-04-18 11:33:21.483509: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d700 of size 256 next 397
2023-04-18 11:33:21.483538: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d800 of size 256 next 398
2023-04-18 11:33:21.483568: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7d900 of size 256 next 399
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2023-04-18 11:33:21.483773: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e000 of size 256 next 407
2023-04-18 11:33:21.483803: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e100 of size 256 next 408
2023-04-18 11:33:21.483833: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e200 of size 256 next 410
2023-04-18 11:33:21.483865: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e300 of size 256 next 411
2023-04-18 11:33:21.483898: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e400 of size 256 next 412
2023-04-18 11:33:21.483929: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e500 of size 256 next 415
2023-04-18 11:33:21.483962: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e600 of size 256 next 416
2023-04-18 11:33:21.484032: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e700 of size 256 next 417
2023-04-18 11:33:21.484068: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e800 of size 256 next 418
2023-04-18 11:33:21.484100: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7e900 of size 1280 next 421
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2023-04-18 11:33:21.484160: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b7ef00 of size 256 next 424
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2023-04-18 11:33:21.485634: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00df3800 of size 256 next 451
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2023-04-18 11:33:21.488382: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00e2f200 of size 110592 next 159
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2023-04-18 11:33:21.488481: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00e7c200 of size 69632 next 191
2023-04-18 11:33:21.488514: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00e8d200 of size 110592 next 190
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2023-04-18 11:33:21.488731: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00ef8200 of size 163840 next 197
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2023-04-18 11:33:21.488939: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00f77a00 of size 79872 next 229
2023-04-18 11:33:21.488968: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00f8b200 of size 163840 next 228
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2023-04-18 11:33:21.489028: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00fbd200 of size 69632 next 256
2023-04-18 11:33:21.489059: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00fce200 of size 110592 next 255
2023-04-18 11:33:21.489092: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00fe9200 of size 40960 next 308
2023-04-18 11:33:21.489125: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00ff3200 of size 55296 next 314
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2023-04-18 11:33:21.489192: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01011200 of size 163840 next 261
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2023-04-18 11:33:21.489289: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105e200 of size 768 next 515
2023-04-18 11:33:21.489320: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105e500 of size 768 next 516
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2023-04-18 11:33:21.489382: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105eb00 of size 768 next 518
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2023-04-18 11:33:21.489475: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105f400 of size 768 next 523
2023-04-18 11:33:21.489508: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105f700 of size 768 next 524
2023-04-18 11:33:21.489540: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0105fa00 of size 4352 next 525
2023-04-18 11:33:21.489576: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01060b00 of size 768 next 528
2023-04-18 11:33:21.489613: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01060e00 of size 768 next 529
2023-04-18 11:33:21.489650: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01061100 of size 768 next 530
2023-04-18 11:33:21.489685: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01061400 of size 768 next 531
2023-04-18 11:33:21.489718: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01061700 of size 512 next 532
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2023-04-18 11:33:21.489812: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01061d00 of size 768 next 536
2023-04-18 11:33:21.489845: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01062000 of size 768 next 537
2023-04-18 11:33:21.489876: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01062300 of size 768 next 538
2023-04-18 11:33:21.489906: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01062600 of size 768 next 539
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2023-04-18 11:33:21.490027: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01063200 of size 768 next 544
2023-04-18 11:33:21.490062: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01063500 of size 4352 next 547
2023-04-18 11:33:21.490097: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01064600 of size 768 next 548
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2023-04-18 11:33:21.505216: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01177500 of size 1280 next 409
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2023-04-18 11:33:21.505289: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01188200 of size 163840 next 356
2023-04-18 11:33:21.505327: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f011b0200 of size 40960 next 394
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2023-04-18 11:33:21.506721: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f011eee00 of size 128000 next 388
2023-04-18 11:33:21.506755: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0120e200 of size 163840 next 387
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2023-04-18 11:33:21.506820: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01236500 of size 768 next 668
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2023-04-18 11:33:21.507212: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01238800 of size 768 next 678
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2023-04-18 11:33:21.507528: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01239c00 of size 768 next 688
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2023-04-18 11:33:21.507902: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0123c500 of size 768 next 701
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2023-04-18 11:33:21.508083: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0123d100 of size 512 next 705
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2023-04-18 11:33:21.508332: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0123d900 of size 768 next 710
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2023-04-18 11:33:21.508679: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01240200 of size 768 next 722
2023-04-18 11:33:21.508720: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01240500 of size 768 next 724
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2023-04-18 11:33:21.508989: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01241600 of size 768 next 732
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2023-04-18 11:33:21.510062: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01247f00 of size 768 next 768
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2023-04-18 11:33:21.510579: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124a200 of size 768 next 784
2023-04-18 11:33:21.510623: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124a500 of size 768 next 785
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2023-04-18 11:33:21.510696: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124b900 of size 768 next 789
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2023-04-18 11:33:21.510835: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124c500 of size 512 next 793
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2023-04-18 11:33:21.510963: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124cd00 of size 768 next 798
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2023-04-18 11:33:21.511025: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124d300 of size 768 next 800
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2023-04-18 11:33:21.511086: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124d900 of size 768 next 802
2023-04-18 11:33:21.511120: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124dc00 of size 768 next 803
2023-04-18 11:33:21.511153: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124df00 of size 768 next 805
2023-04-18 11:33:21.511186: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124e200 of size 768 next 806
2023-04-18 11:33:21.511220: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124e500 of size 4352 next 809
2023-04-18 11:33:21.511254: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124f600 of size 768 next 810
2023-04-18 11:33:21.511286: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124f900 of size 768 next 812
2023-04-18 11:33:21.511317: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124fc00 of size 768 next 813
2023-04-18 11:33:21.511348: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0124ff00 of size 768 next 814
2023-04-18 11:33:21.511378: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250200 of size 512 next 815
2023-04-18 11:33:21.511410: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250400 of size 512 next 816
2023-04-18 11:33:21.511441: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250600 of size 512 next 817
2023-04-18 11:33:21.511474: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250800 of size 512 next 818
2023-04-18 11:33:21.511506: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250a00 of size 768 next 820
2023-04-18 11:33:21.511539: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01250d00 of size 1280 next 414
2023-04-18 11:33:21.511570: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01251200 of size 110592 next 413
2023-04-18 11:33:21.511602: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f0126c200 of size 163840 next 420
2023-04-18 11:33:21.511633: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01294200 of size 163840 next 419
2023-04-18 11:33:21.511664: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f012bc200 of size 655360 next 432
2023-04-18 11:33:21.511697: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0135c200 of size 327680 next 431
2023-04-18 11:33:21.511733: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f013ac200 of size 860160 next 474
2023-04-18 11:33:21.511763: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0147e200 of size 860160 next 473
2023-04-18 11:33:21.511796: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01550200 of size 573440 next 514
2023-04-18 11:33:21.511830: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f015dc200 of size 1146880 next 499
2023-04-18 11:33:21.511866: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f016f4200 of size 1277952 next 440
2023-04-18 11:33:21.511904: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0182c200 of size 3145728 next 426
2023-04-18 11:33:21.511938: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01b2c200 of size 4423680 next 425
2023-04-18 11:33:21.511998: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01f64200 of size 557056 next 460
2023-04-18 11:33:21.512058: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f01fec200 of size 1114112 next 454
2023-04-18 11:33:21.512139: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f020fc200 of size 835584 next 453
2023-04-18 11:33:21.512198: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f021c8200 of size 1032192 next 446
2023-04-18 11:33:21.512246: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f022c4200 of size 3538944 next 445
2023-04-18 11:33:21.512302: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02624200 of size 835584 next 484
2023-04-18 11:33:21.512349: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f026f0200 of size 835584 next 482
2023-04-18 11:33:21.512408: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f027bc200 of size 1671168 next 481
2023-04-18 11:33:21.512458: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02954200 of size 835584 next 506
2023-04-18 11:33:21.512517: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02a20200 of size 835584 next 503
2023-04-18 11:33:21.512574: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02aec200 of size 1671168 next 502
2023-04-18 11:33:21.512623: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02c84200 of size 860160 next 520
2023-04-18 11:33:21.512680: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02d56200 of size 860160 next 519
2023-04-18 11:33:21.512727: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02e28200 of size 573440 next 535
2023-04-18 11:33:21.513757: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02eb4200 of size 573440 next 557
2023-04-18 11:33:21.513892: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f02f40200 of size 1146880 next 542
2023-04-18 11:33:21.513976: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03058200 of size 1048576 next 527
2023-04-18 11:33:21.514045: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03158200 of size 1671168 next 526
2023-04-18 11:33:21.514105: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f032f0200 of size 835584 next 549
2023-04-18 11:33:21.514171: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f033bc200 of size 835584 next 546
2023-04-18 11:33:21.514237: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03488200 of size 1671168 next 545
2023-04-18 11:33:21.514291: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03620200 of size 860160 next 563
2023-04-18 11:33:21.514433: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f036f2200 of size 860160 next 562
2023-04-18 11:33:21.514510: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f037c4200 of size 573440 next 579
2023-04-18 11:33:21.514580: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03850200 of size 573440 next 600
2023-04-18 11:33:21.514639: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f038dc200 of size 1146880 next 586
2023-04-18 11:33:21.514705: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f039f4200 of size 1048576 next 570
2023-04-18 11:33:21.514773: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03af4200 of size 1671168 next 569
2023-04-18 11:33:21.514829: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03c8c200 of size 835584 next 593
2023-04-18 11:33:21.514892: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03d58200 of size 835584 next 590
2023-04-18 11:33:21.514943: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03e24200 of size 1671168 next 589
2023-04-18 11:33:21.515080: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f03fbc200 of size 860160 next 606
2023-04-18 11:33:21.515153: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0408e200 of size 860160 next 605
2023-04-18 11:33:21.515223: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04160200 of size 573440 next 622
2023-04-18 11:33:21.515278: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f041ec200 of size 573440 next 644
2023-04-18 11:33:21.515343: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04278200 of size 1146880 next 629
2023-04-18 11:33:21.515409: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04390200 of size 1048576 next 613
2023-04-18 11:33:21.515464: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04490200 of size 1671168 next 612
2023-04-18 11:33:21.515529: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04628200 of size 835584 next 636
2023-04-18 11:33:21.515594: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f046f4200 of size 835584 next 633
2023-04-18 11:33:21.515646: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f047c0200 of size 1671168 next 632
2023-04-18 11:33:21.515713: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04958200 of size 860160 next 650
2023-04-18 11:33:21.515780: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04a2a200 of size 860160 next 649
2023-04-18 11:33:21.517392: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04afc200 of size 573440 next 666
2023-04-18 11:33:21.517526: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04b88200 of size 573440 next 687
2023-04-18 11:33:21.517597: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04c14200 of size 1146880 next 672
2023-04-18 11:33:21.517664: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04d2c200 of size 1048576 next 657
2023-04-18 11:33:21.517722: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04e2c200 of size 1671168 next 656
2023-04-18 11:33:21.517777: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f04fc4200 of size 835584 next 679
2023-04-18 11:33:21.517832: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05090200 of size 835584 next 676
2023-04-18 11:33:21.517883: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0515c200 of size 1671168 next 675
2023-04-18 11:33:21.517935: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f052f4200 of size 860160 next 693
2023-04-18 11:33:21.517988: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f053c6200 of size 860160 next 692
2023-04-18 11:33:21.518038: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05498200 of size 573440 next 709
2023-04-18 11:33:21.518089: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05524200 of size 573440 next 731
2023-04-18 11:33:21.518178: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f055b0200 of size 1146880 next 716
2023-04-18 11:33:21.518249: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f056c8200 of size 1048576 next 700
2023-04-18 11:33:21.518303: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f057c8200 of size 1671168 next 699
2023-04-18 11:33:21.518370: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05960200 of size 835584 next 723
2023-04-18 11:33:21.518432: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05a2c200 of size 835584 next 720
2023-04-18 11:33:21.518487: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05af8200 of size 1671168 next 719
2023-04-18 11:33:21.518553: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05c90200 of size 860160 next 737
2023-04-18 11:33:21.518619: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05d62200 of size 860160 next 736
2023-04-18 11:33:21.518670: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05e34200 of size 573440 next 753
2023-04-18 11:33:21.518733: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05ec0200 of size 573440 next 775
2023-04-18 11:33:21.518781: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f05f4c200 of size 1146880 next 760
2023-04-18 11:33:21.518960: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06064200 of size 1048576 next 744
2023-04-18 11:33:21.519026: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06164200 of size 1671168 next 743
2023-04-18 11:33:21.519087: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f062fc200 of size 835584 next 767
2023-04-18 11:33:21.520113: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f063c8200 of size 835584 next 764
2023-04-18 11:33:21.520215: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06494200 of size 1671168 next 763
2023-04-18 11:33:21.520277: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0662c200 of size 860160 next 781
2023-04-18 11:33:21.520346: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f066fe200 of size 860160 next 780
2023-04-18 11:33:21.520412: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f067d0200 of size 573440 next 797
2023-04-18 11:33:21.520467: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0685c200 of size 573440 next 819
2023-04-18 11:33:21.520531: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f068e8200 of size 1146880 next 804
2023-04-18 11:33:21.520595: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06a00200 of size 1048576 next 788
2023-04-18 11:33:21.520651: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06b00200 of size 1671168 next 787
2023-04-18 11:33:21.520721: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06c98200 of size 835584 next 811
2023-04-18 11:33:21.520793: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06d64200 of size 835584 next 808
2023-04-18 11:33:21.520848: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06e30200 of size 1671168 next 807
2023-04-18 11:33:21.520993: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f06fc8200 of size 860160 next 824
2023-04-18 11:33:21.521089: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0709a200 of size 860160 next 823
2023-04-18 11:33:21.521159: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0716c200 of size 573440 next 840
2023-04-18 11:33:21.521205: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f071f8200 of size 573440 next 862
2023-04-18 11:33:21.521269: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f07284200 of size 1146880 next 847
2023-04-18 11:33:21.521330: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0739c200 of size 1048576 next 831
2023-04-18 11:33:21.521386: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f0749c200 of size 1671168 next 830
2023-04-18 11:33:21.521449: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f07634200 of size 835584 next 854
2023-04-18 11:33:21.521511: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f07700200 of size 835584 next 851
2023-04-18 11:33:21.521561: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f077cc200 of size 1671168 next 850
2023-04-18 11:33:21.521616: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f07964200 of size 860160 next 868
2023-04-18 11:33:21.521668: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f07a36200 of size 860160 next 867
2023-04-18 11:33:21.521744: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f07b08200 of size 1306112 next 18446744073709551615
2023-04-18 11:33:21.521810: I tensorflow/core/common_runtime/bfc_allocator.cc:1031]      Summary of in-use Chunks by size: 
2023-04-18 11:33:21.521883: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 317 Chunks of size 256 totalling 79.2KiB
2023-04-18 11:33:21.521941: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 92 Chunks of size 512 totalling 46.0KiB
2023-04-18 11:33:21.522001: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 229 Chunks of size 768 totalling 171.8KiB
2023-04-18 11:33:21.522051: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 1024 totalling 8.0KiB
2023-04-18 11:33:21.522171: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 14 Chunks of size 1280 totalling 17.5KiB
2023-04-18 11:33:21.522239: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 7 Chunks of size 1536 totalling 10.5KiB
2023-04-18 11:33:21.522304: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 2560 totalling 2.5KiB
2023-04-18 11:33:21.522368: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 3584 totalling 3.5KiB
2023-04-18 11:33:21.522429: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 18 Chunks of size 4352 totalling 76.5KiB
2023-04-18 11:33:21.522502: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 32768 totalling 32.0KiB
2023-04-18 11:33:21.522584: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 3 Chunks of size 36864 totalling 108.0KiB
2023-04-18 11:33:21.522650: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 24 Chunks of size 40960 totalling 960.0KiB
2023-04-18 11:33:21.522704: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 3 Chunks of size 49152 totalling 144.0KiB
2023-04-18 11:33:21.522768: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 55296 totalling 432.0KiB
2023-04-18 11:33:21.522835: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 4 Chunks of size 67584 totalling 264.0KiB
2023-04-18 11:33:21.522890: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 69632 totalling 544.0KiB
2023-04-18 11:33:21.522955: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 3 Chunks of size 73728 totalling 216.0KiB
2023-04-18 11:33:21.523021: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 77824 totalling 76.0KiB
2023-04-18 11:33:21.523079: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 2 Chunks of size 79872 totalling 156.0KiB
2023-04-18 11:33:21.523148: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 10 Chunks of size 110592 totalling 1.05MiB
2023-04-18 11:33:21.523213: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 10 Chunks of size 163840 totalling 1.56MiB
2023-04-18 11:33:21.523266: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 221184 totalling 216.0KiB
2023-04-18 11:33:21.523323: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 327680 totalling 320.0KiB
2023-04-18 11:33:21.523482: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 331776 totalling 324.0KiB
2023-04-18 11:33:21.523577: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 344064 totalling 336.0KiB
2023-04-18 11:33:21.523637: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 552960 totalling 540.0KiB
2023-04-18 11:33:21.523708: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 557056 totalling 544.0KiB
2023-04-18 11:33:21.523772: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 17 Chunks of size 573440 totalling 9.30MiB
2023-04-18 11:33:21.523820: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 20 Chunks of size 835584 totalling 15.94MiB
2023-04-18 11:33:21.523882: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 19 Chunks of size 860160 totalling 15.59MiB
2023-04-18 11:33:21.523947: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 1032192 totalling 1008.0KiB
2023-04-18 11:33:21.524072: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 1048576 totalling 8.00MiB
2023-04-18 11:33:21.524144: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 1114112 totalling 1.06MiB
2023-04-18 11:33:21.524197: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 1146880 totalling 8.75MiB
2023-04-18 11:33:21.524285: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 1277952 totalling 1.22MiB
2023-04-18 11:33:21.524352: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 18 Chunks of size 1671168 totalling 28.69MiB
2023-04-18 11:33:21.524405: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 3145728 totalling 3.00MiB
2023-04-18 11:33:21.524465: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 3538944 totalling 3.38MiB
2023-04-18 11:33:21.524524: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 4423680 totalling 4.22MiB
2023-04-18 11:33:21.524579: I tensorflow/core/common_runtime/bfc_allocator.cc:1038] Sum Total of in-use chunks: 108.23MiB
2023-04-18 11:33:21.524672: I tensorflow/core/common_runtime/bfc_allocator.cc:1040] total_region_allocated_bytes_: 118583296 memory_limit_: 118583296 available bytes: 0 curr_region_allocation_bytes_: 237166592
2023-04-18 11:33:21.524746: I tensorflow/core/common_runtime/bfc_allocator.cc:1046] Stats: 
Limit:                       118583296
InUse:                       113487360
MaxInUse:                    115491328
NumAllocs:                        2734
MaxAllocSize:                  4718592
Reserved:                            0
PeakReserved:                        0
LargestFreeBlock:                    0

2023-04-18 11:33:21.525192: W tensorflow/core/common_runtime/bfc_allocator.cc:439] ***************************************************************************************************_
2023-04-18 11:33:21.525878: W tensorflow/core/framework/op_kernel.cc:1767] OP_REQUIRES failed at random_op.cc:77 : Resource exhausted: OOM when allocating tensor with shape[1,1,384,1088] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
Traceback (most recent call last):
  File "1.py", line 142, in <module>
    base_model = IncRes(input_shape=(75,75,3),weights='imagenet',include_top=False)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/applications/inception_resnet_v2.py", line 181, in InceptionResNetV2
    x, scale=0.1, block_type='block17', block_idx=block_idx)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/applications/inception_resnet_v2.py", line 369, in inception_resnet_block
    name=block_name + '_conv')
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/applications/inception_resnet_v2.py", line 282, in conv2d_bn
    x)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 926, in __call__
    input_list)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 1098, in _functional_construction_call
    self._maybe_build(inputs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 2643, in _maybe_build
    self.build(input_shapes)  # pylint:disable=not-callable
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/layers/convolutional.py", line 204, in build
    dtype=self.dtype)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 614, in add_weight
    caching_device=caching_device)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/training/tracking/base.py", line 750, in _add_variable_with_custom_getter
    **kwargs_for_getter)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer_utils.py", line 145, in make_variable
    shape=variable_shape if variable_shape else None)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 260, in __call__
    return cls._variable_v1_call(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 221, in _variable_v1_call
    shape=shape)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 199, in <lambda>
    previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 2597, in default_variable_creator
    shape=shape)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 264, in __call__
    return super(VariableMetaclass, cls).__call__(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py", line 1518, in __init__
    distribute_strategy=distribute_strategy)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py", line 1651, in _init_from_args
    initial_value() if init_from_fn else initial_value,
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/initializers/initializers_v2.py", line 397, in __call__
    return super(VarianceScaling, self).__call__(shape, dtype=_get_dtype(dtype))
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/init_ops_v2.py", line 561, in __call__
    return self._random_generator.random_uniform(shape, -limit, limit, dtype)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/init_ops_v2.py", line 1044, in random_uniform
    shape=shape, minval=minval, maxval=maxval, dtype=dtype, seed=self.seed)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/util/dispatch.py", line 201, in wrapper
    return target(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/random_ops.py", line 302, in random_uniform
    shape, dtype, seed=seed1, seed2=seed2)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/gen_random_ops.py", line 726, in random_uniform
    _ops.raise_from_not_ok_status(e, name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 6843, in raise_from_not_ok_status
    six.raise_from(core._status_to_exception(e.code, message), None)
  File "<string>", line 3, in raise_from
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[1,1,384,1088] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:RandomUniform]
test4611@test4611:~/Desktop$ python3 2.py 
2023-04-18 11:34:54.135298: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2023-04-18 11:34:59.582091: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcuda.so.1
2023-04-18 11:34:59.594715: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.594904: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1742] Found device 0 with properties: 
pciBusID: 0000:00:00.0 name: NVIDIA Tegra X1 computeCapability: 5.3
coreClock: 0.9216GHz coreCount: 1 deviceMemorySize: 3.86GiB deviceMemoryBandwidth: 194.55MiB/s
2023-04-18 11:34:59.595001: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2023-04-18 11:34:59.599442: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.10
2023-04-18 11:34:59.603067: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2023-04-18 11:34:59.604125: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2023-04-18 11:34:59.609119: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2023-04-18 11:34:59.613519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
2023-04-18 11:34:59.614195: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2023-04-18 11:34:59.614526: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.614982: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.615113: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1884] Adding visible gpu devices: 0
2023-04-18 11:34:59.640040: W tensorflow/core/platform/profile_utils/cpu_utils.cc:108] Failed to find bogomips or clock in /proc/cpuinfo; cannot determine CPU frequency
2023-04-18 11:34:59.641717: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0xa5baee0 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2023-04-18 11:34:59.641793: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): Host, Default Version
2023-04-18 11:34:59.715514: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.715822: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0xa709240 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
2023-04-18 11:34:59.715888: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): NVIDIA Tegra X1, Compute Capability 5.3
2023-04-18 11:34:59.716443: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.716609: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1742] Found device 0 with properties: 
pciBusID: 0000:00:00.0 name: NVIDIA Tegra X1 computeCapability: 5.3
coreClock: 0.9216GHz coreCount: 1 deviceMemorySize: 3.86GiB deviceMemoryBandwidth: 194.55MiB/s
2023-04-18 11:34:59.716720: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2023-04-18 11:34:59.716828: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.10
2023-04-18 11:34:59.716910: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
2023-04-18 11:34:59.716983: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
2023-04-18 11:34:59.717054: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
2023-04-18 11:34:59.717129: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
2023-04-18 11:34:59.717250: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.8
2023-04-18 11:34:59.717502: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.717802: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:34:59.717906: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1884] Adding visible gpu devices: 0
2023-04-18 11:34:59.718028: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudart.so.10.2
2023-04-18 11:35:02.720529: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1283] Device interconnect StreamExecutor with strength 1 edge matrix:
2023-04-18 11:35:02.720625: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1289]      0 
2023-04-18 11:35:02.720666: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1302] 0:   N 
2023-04-18 11:35:02.721080: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:35:02.721429: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:1046] ARM64 does not support NUMA - returning NUMA node zero
2023-04-18 11:35:02.721638: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1428] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 0 MB memory) -> physical GPU (device: 0, name: NVIDIA Tegra X1, pci bus id: 0000:00:00.0, compute capability: 5.3)
2023-04-18 11:35:12.879691: W tensorflow/core/common_runtime/bfc_allocator.cc:431] Allocator (GPU_0_bfc) ran out of memory trying to allocate 144.0KiB (rounded to 147456)requested by op Mul
Current allocation summary follows.
2023-04-18 11:35:12.881624: I tensorflow/core/common_runtime/bfc_allocator.cc:970] BFCAllocator dump for GPU_0_bfc
2023-04-18 11:35:12.882407: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (256):   Total Chunks: 8, Chunks in use: 8. 2.0KiB allocated for chunks. 2.0KiB in use in bin. 288B client-requested in use in bin.
2023-04-18 11:35:12.883270: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (512):   Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.884350: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (1024):  Total Chunks: 1, Chunks in use: 1. 1.2KiB allocated for chunks. 1.2KiB in use in bin. 1.0KiB client-requested in use in bin.
2023-04-18 11:35:12.885124: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (2048):  Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.885445: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (4096):  Total Chunks: 3, Chunks in use: 1. 19.2KiB allocated for chunks. 6.8KiB in use in bin. 6.8KiB client-requested in use in bin.
2023-04-18 11:35:12.885855: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (8192):  Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.886293: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (16384):         Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.886731: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (32768):         Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.887138: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (65536):         Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.887565: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (131072):        Total Chunks: 1, Chunks in use: 1. 193.5KiB allocated for chunks. 193.5KiB in use in bin. 144.0KiB client-requested in use in bin.
2023-04-18 11:35:12.887965: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (262144):        Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.888196: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (524288):        Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.888344: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (1048576):       Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.888485: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (2097152):       Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.888647: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (4194304):       Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.888855: I tensorflow/core/common_runtime/bfc_allocator.cc:977] 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.
2023-04-18 11:35:12.889080: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (16777216):      Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.889305: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (33554432):      Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.889523: I tensorflow/core/common_runtime/bfc_allocator.cc:977] 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.
2023-04-18 11:35:12.889735: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (134217728):     Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.889942: I tensorflow/core/common_runtime/bfc_allocator.cc:977] Bin (268435456):     Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
2023-04-18 11:35:12.890167: I tensorflow/core/common_runtime/bfc_allocator.cc:993] Bin for 144.0KiB was 128.0KiB, Chunk State: 
2023-04-18 11:35:12.890323: I tensorflow/core/common_runtime/bfc_allocator.cc:1006] Next region of size 221184
2023-04-18 11:35:12.890500: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30000 of size 1280 next 1
2023-04-18 11:35:12.890667: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30500 of size 256 next 2
2023-04-18 11:35:12.890833: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30600 of size 256 next 6
2023-04-18 11:35:12.890987: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30700 of size 256 next 9
2023-04-18 11:35:12.891142: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30800 of size 256 next 10
2023-04-18 11:35:12.891303: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30900 of size 256 next 11
2023-04-18 11:35:12.891467: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b30a00 of size 256 next 12
2023-04-18 11:35:12.891584: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f00b30b00 of size 5632 next 3
2023-04-18 11:35:12.891673: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b32100 of size 256 next 4
2023-04-18 11:35:12.891751: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b32200 of size 256 next 5
2023-04-18 11:35:12.891831: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] Free  at f00b32300 of size 7168 next 7
2023-04-18 11:35:12.891920: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b33f00 of size 6912 next 8
2023-04-18 11:35:12.892068: I tensorflow/core/common_runtime/bfc_allocator.cc:1026] InUse at f00b35a00 of size 198144 next 18446744073709551615
2023-04-18 11:35:12.892148: I tensorflow/core/common_runtime/bfc_allocator.cc:1031]      Summary of in-use Chunks by size: 
2023-04-18 11:35:12.892220: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 8 Chunks of size 256 totalling 2.0KiB
2023-04-18 11:35:12.892287: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 1280 totalling 1.2KiB
2023-04-18 11:35:12.892356: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 6912 totalling 6.8KiB
2023-04-18 11:35:12.892432: I tensorflow/core/common_runtime/bfc_allocator.cc:1034] 1 Chunks of size 198144 totalling 193.5KiB
2023-04-18 11:35:12.892513: I tensorflow/core/common_runtime/bfc_allocator.cc:1038] Sum Total of in-use chunks: 203.5KiB
2023-04-18 11:35:12.892591: I tensorflow/core/common_runtime/bfc_allocator.cc:1040] total_region_allocated_bytes_: 221184 memory_limit_: 221184 available bytes: 0 curr_region_allocation_bytes_: 442368
2023-04-18 11:35:12.892692: I tensorflow/core/common_runtime/bfc_allocator.cc:1046] Stats: 
Limit:                          221184
InUse:                          208384
MaxInUse:                       208384
NumAllocs:                          24
MaxAllocSize:                   198144
Reserved:                            0
PeakReserved:                        0
LargestFreeBlock:                    0

2023-04-18 11:35:12.893008: W tensorflow/core/common_runtime/bfc_allocator.cc:439] **_*x__***********************************************************************xxxxxxxxxxxxxxxxxxxxxx
2023-04-18 11:35:12.893204: W tensorflow/core/framework/op_kernel.cc:1767] OP_REQUIRES failed at cwise_ops_common.h:134 : Resource exhausted: OOM when allocating tensor with shape[3,3,64,64] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
Traceback (most recent call last):
  File "2.py", line 102, in <module>
    model = vgg_face()
  File "2.py", line 58, in vgg_face
    model.add(Convolution2D(64, (3, 3), activation='relu'))
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/training/tracking/base.py", line 457, in _method_wrapper
    result = method(self, *args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/sequential.py", line 221, in add
    output_tensor = layer(self.outputs[0])
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 926, in __call__
    input_list)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 1098, in _functional_construction_call
    self._maybe_build(inputs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 2643, in _maybe_build
    self.build(input_shapes)  # pylint:disable=not-callable
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/layers/convolutional.py", line 204, in build
    dtype=self.dtype)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 614, in add_weight
    caching_device=caching_device)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/training/tracking/base.py", line 750, in _add_variable_with_custom_getter
    **kwargs_for_getter)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer_utils.py", line 145, in make_variable
    shape=variable_shape if variable_shape else None)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 260, in __call__
    return cls._variable_v1_call(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 221, in _variable_v1_call
    shape=shape)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 199, in <lambda>
    previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 2597, in default_variable_creator
    shape=shape)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 264, in __call__
    return super(VariableMetaclass, cls).__call__(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py", line 1518, in __init__
    distribute_strategy=distribute_strategy)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py", line 1651, in _init_from_args
    initial_value() if init_from_fn else initial_value,
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/keras/initializers/initializers_v2.py", line 397, in __call__
    return super(VarianceScaling, self).__call__(shape, dtype=_get_dtype(dtype))
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/init_ops_v2.py", line 561, in __call__
    return self._random_generator.random_uniform(shape, -limit, limit, dtype)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/init_ops_v2.py", line 1044, in random_uniform
    shape=shape, minval=minval, maxval=maxval, dtype=dtype, seed=self.seed)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/util/dispatch.py", line 201, in wrapper
    return target(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/random_ops.py", line 307, in random_uniform
    result = math_ops.add(result * (maxval - minval), minval, name=name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/math_ops.py", line 1124, in binary_op_wrapper
    return func(x, y, name=name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/math_ops.py", line 1456, in _mul_dispatch
    return multiply(x, y, name=name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/util/dispatch.py", line 201, in wrapper
    return target(*args, **kwargs)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/math_ops.py", line 508, in multiply
    return gen_math_ops.mul(x, y, name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/ops/gen_math_ops.py", line 6166, in mul
    _ops.raise_from_not_ok_status(e, name)
  File "/home/test4611/.local/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 6843, in raise_from_not_ok_status
    six.raise_from(core._status_to_exception(e.code, message), None)
  File "<string>", line 3, in raise_from
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[3,3,64,64] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc [Op:Mul]
test4611@test4611:~/Desktop$ python3 2.py
Dart
복사