GPUを使用する際に、エラーが出てしまいます。

前提・実現したいこと

microsoft/DiscoFaceGANを実行した際に、下記のエラーが発生しました。
解決方法をお伺いしたいです。

発生している問題・エラーメッセージ

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:34: The name tf.Dimension is deprecated. Please use tf.compat.v1.Dimension instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:74: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:128: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:97: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:109: The name tf.set_random_seed is deprecated. Please use tf.compat.v1.set_random_seed instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:132: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.

2022-01-03 11:36:35.297730: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcudart.so.10.0'; dlerror: libcudart.so.10.0: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.297799: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcublas.so.10.0'; dlerror: libcublas.so.10.0: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.297850: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcufft.so.10.0'; dlerror: libcufft.so.10.0: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.297903: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcurand.so.10.0'; dlerror: libcurand.so.10.0: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.297953: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcusolver.so.10.0'; dlerror: libcusolver.so.10.0: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.298002: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcusparse.so.10.0'; dlerror: libcusparse.so.10.0: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.298052: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcudnn.so.7'; dlerror: libcudnn.so.7: cannot open shared object file: No such file or directory
2022-01-03 11:36:35.298061: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1662] 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...
WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/network.py:142: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/network.py:150: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/tfutil.py:76: The name tf.VariableScope is deprecated. Please use tf.compat.v1.VariableScope instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/network.py:151: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/network.py:154: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.

WARNING:tensorflow:From /home/a/DiscoFaceGAN/dnnlib/tflib/network.py:182: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.

Traceback (most recent call last):
  File "/home/a/libraries/anaconda3/envs/gan3/lib/python3.6/site-packages/tensorflow_core/python/client/session.py", line 1365, in _do_call
    return fn(*args)
  File "/home/a/libraries/anaconda3/envs/gan3/lib/python3.6/site-packages/tensorflow_core/python/client/session.py", line 1350, in _run_fn
    target_list, run_metadata)
  File "/home/a/libraries/anaconda3/envs/gan3/lib/python3.6/site-packages/tensorflow_core/python/client/session.py", line 1443, in _call_tf_sessionrun
    run_metadata)
tensorflow.python.framework.errors_impl.InvalidArgumentError: Cannot assign a device for operation G_synthesis/lod: {{node G_synthesis/lod}} was explicitly assigned to /device:GPU:0 but available devices are [ /job:localhost/replica:0/task:0/device:CPU:0, /job:localhost/replica:0/task:0/device:XLA_CPU:0, /job:localhost/replica:0/task:0/device:XLA_GPU:0 ]. Make sure the device specification refers to a valid device.
	 [[G_synthesis/lod]]

補足情報（FW/ツールのバージョンなど）

CUDA10,1
cudnn v8.0

Package Version

absl-py 0.15.0
astor 0.8.1
astunparse 1.6.3
cached-property 1.5.2
cachetools 4.2.4
certifi 2020.6.20
charset-normalizer 2.0.9
clang 5.0
dataclasses 0.8
flatbuffers 1.12
gast 0.2.2
google-auth 1.35.0
google-auth-oauthlib 0.4.6
google-pasta 0.2.0
grpcio 1.43.0
h5py 3.1.0
idna 3.3
importlib-metadata 4.8.3
keras 2.6.0
Keras-Applications 1.0.8
Keras-Preprocessing 1.1.2
Markdown 3.3.6
numpy 1.19.5
oauthlib 3.1.1
opt-einsum 3.3.0
Pillow 8.4.0
pip 21.2.2
protobuf 3.19.1
pyasn1 0.4.8
pyasn1-modules 0.2.8
requests 2.26.0
requests-oauthlib 1.3.0
rsa 4.8
setuptools 58.0.4
six 1.15.0
tensorboard 1.15.0
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.0
tensorflow-estimator 1.15.1
tensorflow-gpu 1.15.2
termcolor 1.1.0
typing-extensions 3.7.4.3
urllib3 1.26.7
Werkzeug 2.0.2
wheel 0.37.0
wrapt 1.12.1
zipp 3.6.0