Tensorflow and keras dependencies not met.

[Utkarsh-quytech]

Hey there!!
I was using python version 9.7.12 in anaconda env and even after installing the requirements.txt file i get the below error.
Any help is much appreciated!! Thanks!!
Traceback (most recent call last):
File "main.py", line 12, in
from utils.tools import read_yaml, Logger
File "C:\Users\Utkarsh.Singh\Documents\Utkarsh\PoseTracking\AcT\utils\tools.py", line 21, in
from tensorflow.keras.optimizers.schedules import LearningRateSchedule
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\api_v2\keras_init_.py", line 12, in
from keras import version
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras_init_.py", line 21, in
from keras import models
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\models_init_.py", line 18, in
from keras.engine.functional import Functional
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\engine\functional.py", line 26, in
from keras import backend
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\backend.py", line 34, in
from keras.engine import keras_tensor
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\engine\keras_tensor.py", line 19, in
from keras.utils import object_identity
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\utils_init_.py", line 48, in
from keras.utils.layer_utils import get_source_inputs
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\utils\layer_utils.py", line 26, in
from keras import initializers
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\initializers_init_.py", line 22, in
from keras.initializers import initializers_v2
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\initializers\initializers_v2.py", line 23, in
from keras.dtensor import utils
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\dtensor_init_.py", line 22, in
from tensorflow.compat.v2.experimental import dtensor as dtensor_api
ImportError: cannot import name 'dtensor' from 'tensorflow.compat.v2.experimental' (C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\tensorflow_api\v2\compat\v2\experimental_init_.py)

(act) C:\Users\Utkarsh.Singh\Documents\Utkarsh\PoseTracking\AcT>python main.py -b
Traceback (most recent call last):
File "main.py", line 12, in
from utils.tools import read_yaml, Logger
File "C:\Users\Utkarsh.Singh\Documents\Utkarsh\PoseTracking\AcT\utils\tools.py", line 21, in
from tensorflow.keras.optimizers.schedules import LearningRateSchedule
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\api_v2\keras_init_.py", line 12, in
from keras import version
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras_init_.py", line 21, in
from keras import models
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\models_init_.py", line 18, in
from keras.engine.functional import Functional
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\engine\functional.py", line 26, in
from keras import backend
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\backend.py", line 34, in
from keras.engine import keras_tensor
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\engine\keras_tensor.py", line 19, in
from keras.utils import object_identity
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\utils_init_.py", line 48, in
from keras.utils.layer_utils import get_source_inputs
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\utils\layer_utils.py", line 26, in
from keras import initializers
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\initializers_init_.py", line 22, in
from keras.initializers import initializers_v2
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\initializers\initializers_v2.py", line 23, in
from keras.dtensor import utils
File "C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\keras\dtensor_init_.py", line 22, in
from tensorflow.compat.v2.experimental import dtensor as dtensor_api
ImportError: cannot import name 'dtensor' from 'tensorflow.compat.v2.experimental' (C:\Users\Utkarsh.Singh\anaconda3\envs\act\lib\site-packages\tensorflow_api\v2\compat\v2\experimental_init_.py)

[simoneangarano]

Hi,
What version of TF are you using?

[Utkarsh-quytech]

Hi, What version of TF are you using?

Name Version Build Channel

tensorflow 2.6.0 pypi_0 pypi
tensorflow-addons 0.14.0 pypi_0 pypi
tensorflow-datasets 4.4.0 pypi_0 pypi
tensorflow-estimator 2.15.0 pypi_0 pypi
tensorflow-metadata 1.12.0 pypi_0 pypi

[simoneangarano]

Ok, this is my current environment, and everything works:

Package Version

absl-py 1.4.0
joblib 1.2.0
matplotlib 3.7.1
mpose 1.2
numpy 1.20.3
optuna 3.2.0
pandas 2.0.1
PyYAML 6.0
scikit-learn 1.3.2
scipy 1.10.1
tensorboard 2.10.1
tensorflow 2.10.0
tensorflow-addons 0.20.0

I will update the requirements.txt file shortly. Thanks for pointing it out!

[Utkarsh-quytech]

Ok, this is my current environment, and everything works:

Package Version

absl-py 1.4.0 joblib 1.2.0 matplotlib 3.7.1 mpose 1.2 numpy 1.20.3 optuna 3.2.0 pandas 2.0.1 PyYAML 6.0 scikit-learn 1.3.2 scipy 1.10.1 tensorboard 2.10.1 tensorflow 2.10.0 tensorflow-addons 0.20.0

I will update the requirements.txt file shortly. Thanks for pointing it out!

Thanks a lot!!

[Utkarsh-quytech]

Sorry for the inconvenience but even after installing the dependencies there is following error

UserWarning:

TensorFlow Addons (TFA) has ended development and introduction of new features.
TFA has entered a minimal maintenance and release mode until a planned end of life in May 2024.
Please modify downstream libraries to take dependencies from other repositories in our TensorFlow community (e.g. Keras, Keras-CV, and Keras-NLP).

For more information see: tensorflow/addons#2807

warnings.warn(
Traceback (most recent call last):
File "/home/utkarsh/Documents/Utkarsh.Singh_OLD_System_DATA/Utkarsh/PoseTracking/AcT/main.py", line 38, in
tf.config.experimental.set_visible_devices(gpus[config['GPU']], 'GPU')
IndexError: list index out of range

Ok, this is my current environment, and everything works:

Package Version

absl-py 1.4.0 joblib 1.2.0 matplotlib 3.7.1 mpose 1.2 numpy 1.20.3 optuna 3.2.0 pandas 2.0.1 PyYAML 6.0 scikit-learn 1.3.2 scipy 1.10.1 tensorboard 2.10.1 tensorflow 2.10.0 tensorflow-addons 0.20.0

I will update the requirements.txt file shortly. Thanks for pointing it out!

[simoneangarano]

It's just a warning, ignore it for now.

[Utkarsh-quytech]

This is the complete output of the warning
(act) utkarsh@H4CK3R:~/Documents/Utkarsh.Singh_OLD_System_DATA/Utkarsh/PoseTracking/AcT$ python main.py -b
/home/utkarsh/anaconda3/envs/act/lib/python3.9/site-packages/tensorflow_addons/utils/tfa_eol_msg.py:23: UserWarning:

TensorFlow Addons (TFA) has ended development and introduction of new features.
TFA has entered a minimal maintenance and release mode until a planned end of life in May 2024.
Please modify downstream libraries to take dependencies from other repositories in our TensorFlow community (e.g. Keras, Keras-CV, and Keras-NLP).

For more information see: tensorflow/addons#2807

warnings.warn(
Traceback (most recent call last):
File "/home/utkarsh/Documents/Utkarsh.Singh_OLD_System_DATA/Utkarsh/PoseTracking/AcT/main.py", line 38, in
tf.config.experimental.set_visible_devices(gpus[config['GPU']], 'GPU')
IndexError: list index out of range
(act) utkarsh@H4CK3R:~/Documents/Utkarsh.Singh_OLD_System_DATA/Utkarsh/PoseTracking/AcT$ python main.py -t
/home/utkarsh/anaconda3/envs/act/lib/python3.9/site-packages/tensorflow_addons/utils/tfa_eol_msg.py:23: UserWarning:

TensorFlow Addons (TFA) has ended development and introduction of new features.
TFA has entered a minimal maintenance and release mode until a planned end of life in May 2024.
Please modify downstream libraries to take dependencies from other repositories in our TensorFlow community (e.g. Keras, Keras-CV, and Keras-NLP).

For more information see: tensorflow/addons#2807

warnings.warn(
Traceback (most recent call last):
File "/home/utkarsh/Documents/Utkarsh.Singh_OLD_System_DATA/Utkarsh/PoseTracking/AcT/main.py", line 38, in
tf.config.experimental.set_visible_devices(gpus[config['GPU']], 'GPU')
IndexError: list index out of range

What is the step to get inference of the final output of the model on our video??