onnxruntime_providers_tensorrt.dll Failed - geforce rtx 3080 CUDA sm86 architecture #335
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Reference: CalvinBackup/neuralchen-SimSwap#335
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When I put this standard instruction for a simple test I have this error:
(simswap) PS C:\simswap> python test_video_swapsingle.py --crop_size 224 --use_mask --name people --Arc_path arcface_model/arcface_checkpoint.tar --pic_a_path ./demo_file/Iron_man.jpg --video_path ./demo_file/multi_people_1080p.mp4 --output_path ./output/multi_test_swapsingle.mp4 --temp_path ./temp_results
------------ Options -------------
Arc_path: arcface_model/arcface_checkpoint.tar
aspect_ratio: 1.0
batchSize: 8
checkpoints_dir: ./checkpoints
cluster_path: features_clustered_010.npy
crop_size: 224
data_type: 32
dataroot: ./datasets/cityscapes/
display_winsize: 512
engine: None
export_onnx: None
feat_num: 3
fineSize: 512
fp16: False
gpu_ids: [0]
how_many: 50
id_thres: 0.03
image_size: 224
input_nc: 3
instance_feat: False
isTrain: False
label_feat: False
label_nc: 0
latent_size: 512
loadSize: 1024
load_features: False
local_rank: 0
max_dataset_size: inf
model: pix2pixHD
multisepcific_dir: ./demo_file/multispecific
nThreads: 2
n_blocks_global: 6
n_blocks_local: 3
n_clusters: 10
n_downsample_E: 4
n_downsample_global: 3
n_local_enhancers: 1
name: people
nef: 16
netG: global
ngf: 64
niter_fix_global: 0
no_flip: False
no_instance: False
no_simswaplogo: False
norm: batch
norm_G: spectralspadesyncbatch3x3
ntest: inf
onnx: None
output_nc: 3
output_path: ./output/multi_test_swapsingle.mp4
phase: test
pic_a_path: ./demo_file/Iron_man.jpg
pic_b_path: ./crop_224/zrf.jpg
pic_specific_path: ./crop_224/zrf.jpg
resize_or_crop: scale_width
results_dir: ./results/
semantic_nc: 3
serial_batches: False
temp_path: ./temp_results
tf_log: False
use_dropout: False
use_encoded_image: False
use_mask: True
verbose: False
video_path: ./demo_file/multi_people_1080p.mp4
which_epoch: latest
-------------- End ----------------
Traceback (most recent call last):
File "test_video_swapsingle.py", line 58, in
app = Face_detect_crop(name='antelope', root='./insightface_func/models')
File "C:\simswap\insightface_func\face_detect_crop_single.py", line 40, in init
model = model_zoo.get_model(onnx_file)
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\insightface\model_zoo\model_zoo.py", line 56, in get_model
model = router.get_model()
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\insightface\model_zoo\model_zoo.py", line 23, in get_model
session = onnxruntime.InferenceSession(self.onnx_file, providers=['TensorrtExecutionProvider', 'CUDAExecutionProvider'])
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\onnxruntime\capi\onnxruntime_inference_collection.py", line 347, in init
self._create_inference_session(providers, provider_options, disabled_optimizers)
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\onnxruntime\capi\onnxruntime_inference_collection.py", line 395, in _create_inference_session
sess.initialize_session(providers, provider_options, disabled_optimizers)
RuntimeError: D:\a_work\1\s\onnxruntime\core\session\provider_bridge_ort.cc:1069 onnxruntime::ProviderLibrary::Get [ONNXRuntimeError] : 1 : FAIL : LoadLibrary failed with error 126 "" when trying to load "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\onnxruntime\capi\onnxruntime_providers_tensorrt.dll"
I have installed all Tensorrt and cuDNN release configured all ambient environment (variable)
I have rtx 3080 windows 10.
My pip list is
(simswap) PS C:\simswap> pip list
Package Version
absl-py 1.3.0
altgraph 0.17.3
astunparse 1.6.3
brotlipy 0.7.0
cachetools 5.2.0
certifi 2022.9.24
cffi 1.15.1
charset-normalizer 2.1.1
colorama 0.4.6
coloredlogs 15.0.1
cryptography 37.0.4
cycler 0.11.0
decorator 4.4.2
easydict 1.10
flatbuffers 22.9.24
fonttools 4.38.0
future 0.18.2
gast 0.4.0
google-auth 2.13.0
google-auth-oauthlib 0.4.6
google-pasta 0.2.0
grpcio 1.50.0
h5py 3.7.0
humanfriendly 10.0
idna 3.4
imageio 2.22.2
imageio-ffmpeg 0.4.7
importlib-metadata 5.0.0
insightface 0.2.1
joblib 1.2.0
keras 2.10.0
Keras-Preprocessing 1.1.2
kiwisolver 1.4.4
libclang 14.0.6
Markdown 3.4.1
MarkupSafe 2.1.1
matplotlib 3.5.3
moviepy 1.0.3
mpmath 1.2.1
networkx 2.6.3
numpy 1.21.6
nvidia-pyindex 1.0.9
oauthlib 3.2.2
onnx 1.12.0
onnx-graphsurgeon 0.3.12
onnxruntime-gpu 1.13.1
opencv-python 4.6.0.66
opt-einsum 3.3.0
packaging 21.3
pefile 2022.5.30
Pillow 9.2.0
pip 22.2.2
proglog 0.1.10
protobuf 3.19.6
pyasn1 0.4.8
pyasn1-modules 0.2.8
pycparser 2.21
pyinstaller 5.6.1
pyinstaller-hooks-contrib 2022.10
pyOpenSSL 22.0.0
pyparsing 3.0.9
pyreadline 2.1
PySocks 1.7.1
python-dateutil 2.8.2
PyWavelets 1.3.0
pywin32-ctypes 0.2.0
requests 2.28.1
requests-oauthlib 1.3.1
rsa 4.9
scikit-image 0.19.3
scikit-learn 1.0.2
scipy 1.7.3
setuptools 63.4.1
six 1.16.0
sympy 1.10.1
tensorboard 2.10.1
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.1
tensorflow 2.10.0
tensorflow-estimator 2.10.0
tensorflow-io-gcs-filesystem 0.27.0
termcolor 2.0.1
threadpoolctl 3.1.0
tifffile 2021.11.2
torch 1.12.1
torchaudio 0.12.1
torchvision 0.13.1
tqdm 4.64.1
typing_extensions 4.4.0
urllib3 1.26.11
Werkzeug 2.2.2
wheel 0.37.1
win-inet-pton 1.1.0
wincertstore 0.2
wrapt 1.14.1
zipp 3.10.0
this is my sequence of commands in env simswap:
conda create -n simswap python=3.7
conda activate simswap
conda install pytorch torchvision torchaudio cudatoolkit=11.6 -c pytorch -c conda-forge
pip install --ignore-installed imageio
pip install onnxruntime-gpu
pip install moviepy
pip install insightface==0.2.1
pip install nvidia-pyindex
pip install tensorflow
but I don't know how resolve this problem:
-------------- End ----------------
Traceback (most recent call last):
File "test_video_swapsingle.py", line 58, in
app = Face_detect_crop(name='antelope', root='./insightface_func/models')
File "C:\simswap\insightface_func\face_detect_crop_single.py", line 40, in init
model = model_zoo.get_model(onnx_file)
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\insightface\model_zoo\model_zoo.py", line 56, in get_model
model = router.get_model()
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\insightface\model_zoo\model_zoo.py", line 23, in get_model
session = onnxruntime.InferenceSession(self.onnx_file, providers=['TensorrtExecutionProvider', 'CUDAExecutionProvider'])
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\onnxruntime\capi\onnxruntime_inference_collection.py", line 347, in init
self._create_inference_session(providers, provider_options, disabled_optimizers)
File "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\onnxruntime\capi\onnxruntime_inference_collection.py", line 395, in _create_inference_session
sess.initialize_session(providers, provider_options, disabled_optimizers)
RuntimeError: D:\a_work\1\s\onnxruntime\core\session\provider_bridge_ort.cc:1069 onnxruntime::ProviderLibrary::Get [ONNXRuntimeError] : 1 : FAIL : LoadLibrary failed with error 126 "" when trying to load "C:\Users\FRhymes\miniconda3\envs\simswap\lib\site-packages\onnxruntime\capi\onnxruntime_providers_tensorrt.dll"
I have python version 3.7 env simswap
solved.
I don't have installed
pip install onnxruntime
(simple installation skipped)