C:\Users\15141\PycharmProjects\pythonProject5\venv\Scripts\python.exe C:/Users/15141/PycharmProjects/pythonProject5/CNN.py
2021-05-23 12:03:59.522205: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
2021-05-23 12:03:59.522508: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
Found 223716 images belonging to 3995 classes.
Found 223716 images belonging to 3995 classes.
2021-05-23 12:04:24.387500: I tensorflow/stream_executor/platform/default/dso_loader.cc:53] Successfully opened dynamic library nvcuda.dll
2021-05-23 12:04:24.996379: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1733] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: GeForce GTX 1050 computeCapability: 6.1
coreClock: 1.493GHz coreCount: 5 deviceMemorySize: 2.00GiB deviceMemoryBandwidth: 104.43GiB/s
2021-05-23 12:04:25.001179: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
2021-05-23 12:04:25.005945: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublas64_11.dll'; dlerror: cublas64_11.dll not found
2021-05-23 12:04:25.010651: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cublasLt64_11.dll'; dlerror: cublasLt64_11.dll not found
2021-05-23 12:04:25.015182: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cufft64_10.dll'; dlerror: cufft64_10.dll not found
2021-05-23 12:04:25.019862: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'curand64_10.dll'; dlerror: curand64_10.dll not found
2021-05-23 12:04:25.024395: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusolver64_11.dll'; dlerror: cusolver64_11.dll not found
2021-05-23 12:04:25.029131: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cusparse64_11.dll'; dlerror: cusparse64_11.dll not found
2021-05-23 12:04:25.033639: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudnn64_8.dll'; dlerror: cudnn64_8.dll not found
2021-05-23 12:04:25.034010: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1766] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
2021-05-23 12:04:25.037720: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX AVX2
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2021-05-23 12:04:25.038481: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1258] Device interconnect StreamExecutor with strength 1 edge matrix:
2021-05-23 12:04:25.038831: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1264]
WARNING:tensorflow:`period` argument is deprecated. Please use `save_freq` to specify the frequency in number of batches seen.
Model: "sequential"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
conv2d (Conv2D) (None, 64, 64, 64) 640
_________________________________________________________________
batch_normalization (BatchNo (None, 64, 64, 64) 256
_________________________________________________________________
max_pooling2d (MaxPooling2D) (None, 32, 32, 64) 0
_________________________________________________________________
conv2d_1 (Conv2D) (None, 32, 32, 128) 73856
_________________________________________________________________
batch_normalization_1 (Batch (None, 32, 32, 128) 512
_________________________________________________________________
max_pooling2d_1 (MaxPooling2 (None, 16, 16, 128) 0
_________________________________________________________________
conv2d_2 (Conv2D) (None, 16, 16, 256) 295168
_________________________________________________________________
batch_normalization_2 (Batch (None, 16, 16, 256) 1024
_________________________________________________________________
max_pooling2d_2 (MaxPooling2 (None, 8, 8, 256) 0
_________________________________________________________________
flatten (Flatten) (None, 16384) 0
_________________________________________________________________
dropout (Dropout) (None, 16384) 0
_________________________________________________________________
dense (Dense) (None, 1024) 16778240
_________________________________________________________________
batch_normalization_3 (Batch (None, 1024) 4096
_________________________________________________________________
dropout_1 (Dropout) (None, 1024) 0
_________________________________________________________________
dense_1 (Dense) (None, 3995) 4094875
=================================================================
Total params: 21,248,667
Trainable params: 21,245,723
Non-trainable params: 2,944
_________________________________________________________________
2021-05-23 12:04:27.044911: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:176] None of the MLIR Optimization Passes are enabled (registered 2)
Epoch 1/12
从log中推测是数据读取之后的部分出错了。可以好好检查一下。如有帮助请采纳。也可以继续完善信息，好帮助您改错