I am running a tensorflow model on google colab. Today, I got this error:
Using TensorFlow backend.
Traceback (most recent call last):
File "train.py", line 6, in <module>
from yolo import create_yolov3_model, dummy_loss
File "/content/drive/MyDrive/yolo/yolo_plz_work/yolo.py", line 1, in <module>
from keras.layers import Conv2D, Input, BatchNormalization, LeakyReLU, ZeroPadding2D, UpSampling2D, Lambda
File "/usr/local/lib/python3.7/dist-packages/keras/__init__.py", line 3, in <module>
from . import utils
File "/usr/local/lib/python3.7/dist-packages/keras/utils/__init__.py", line 26, in <module>
from .vis_utils import model_to_dot
File "/usr/local/lib/python3.7/dist-packages/keras/utils/vis_utils.py", line 7, in <module>
from ..models import Model
File "/usr/local/lib/python3.7/dist-packages/keras/models.py", line 10, in <module>
from .engine.input_layer import Input
File "/usr/local/lib/python3.7/dist-packages/keras/engine/__init__.py", line 3, in <module>
from .input_layer import Input
File "/usr/local/lib/python3.7/dist-packages/keras/engine/input_layer.py", line 7, in <module>
from .base_layer import Layer
File "/usr/local/lib/python3.7/dist-packages/keras/engine/base_layer.py", line 12, in <module>
from .. import initializers
File "/usr/local/lib/python3.7/dist-packages/keras/initializers/__init__.py", line 124, in <module>
populate_deserializable_objects()
File "/usr/local/lib/python3.7/dist-packages/keras/initializers/__init__.py", line 49, in populate_deserializable_objects
LOCAL.GENERATED_WITH_V2 = tf.__internal__.tf2.enabled()
File "/usr/local/lib/python3.7/dist-packages/tensorflow_core/python/util/module_wrapper.py", line 193, in __getattr__
attr = getattr(self._tfmw_wrapped_module, name)
AttributeError: module 'tensorflow._api.v1.compat.v2' has no attribute '__internal__'
Previously, things had been running smoothly, so I'm not sure why this happened. I am using Python 3.7.10, and these are the packages I am supposed to use:
absl-py==0.9.0
astor==0.8.1
gast==0.2.2
google-pasta==0.1.8
grpcio==1.26.0
h5py==2.10.0
Keras==2.3.1
Keras-Applications==1.0.8
Keras-Preprocessing==1.1.0
Markdown==3.1.1
numpy==1.18.1
opencv-contrib-python==4.1.2.30
opt-einsum==3.1.0
protobuf==3.11.2
PyYAML==5.3
scipy==1.4.1
six==1.14.0
tensorboard==1.15.0
tensorflow==1.15.0
tensorflow-estimator==1.15.1
termcolor==1.1.0
tqdm==4.41.1
Werkzeug==0.16.0
wrapt==1.11.2
Perhaps colab recently upgraded some libraries? I am sure that I followed the same installation steps as I usually do.
EDIT: I think there may be an issue in the keras version. Here are the first few lines of the file I am running:
from keras.layers import Conv2D, Input, BatchNormalization, LeakyReLU, ZeroPadding2D, UpSampling2D, Lambda
from keras.layers.merge import add, concatenate
from keras.models import Model
from keras.engine.topology import Layer
import tensorflow as tf
If I remove all of the lines starting with "from keras", I don't get the error. However, I never touched these lines before, so I don't know why they would suddenly cause an error now. Also, it is not the python version causing this error, because colab changed it to 3.7.10 in April and I had no problem.
Try these parameters, it works with me
!pip3 uninstall keras-nightly
!pip3 uninstall -y tensorflow
!pip3 install keras==2.1.6
!pip3 install tensorflow==1.15.0
!pip3 install h5py==2.10.0