rash1993 / movie-asd

repo for active speaker detection for media videos.
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getting error dnn libaray is not found #3

Open pulkitmehtaworkmetacube opened 6 months ago

pulkitmehtaworkmetacube commented 6 months ago

While trying to run on my video , getting below error . Cuda version is 11.7. Please check .

2023-12-15 14:08:10.099963: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at conv_ops_impl.h:1199 : UNIMPLEMENTED: DNN library is not found. Traceback (most recent call last): File "/home/ec2-user/lmc/movie-asd/src/main.py", line 45, in preprocessor.prep() File "/home/ec2-user/lmc/movie-asd/src/preprocessor.py", line 149, in prep self.videoPrep.run() File "/home/ec2-user/lmc/movie-asd/src/video_prep/video_preprocessing.py", line 225, in run self.getFaceTrackEmbeddings() File "/home/ec2-user/lmc/movie-asd/src/video_prep/video_preprocessing.py", line 80, in getFaceTrackEmbeddings self.faceTrackFeats = self.embeddingsExtracter.extractEmbeddings(faceTracksList) File "/home/ec2-user/lmc/movie-asd/src/video_prep/vggFace2_embeddings.py", line 55, in extractEmbeddings cropFeats = image_encoding(vggFace2Model, crops) File "/home/ec2-user/lmc/movie-asd/src/../Keras_VGGFace2_ResNet50/src/wrapper.py", line 42, in image_encoding f = model.predict(im_array, batch_size=BATCH_SIZE) File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 70, in error_handler raise e.with_traceback(filtered_tb) from None File "/home/ec2-user/.local/lib/python3.9/site-packages/tensorflow/python/eager/execute.py", line 53, in quick_execute tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name, tensorflow.python.framework.errors_impl.UnimplementedError: Graph execution error:

Detected at node model/conv1/7x7_s2/Conv2D defined at (most recent call last): File "/home/ec2-user/lmc/movie-asd/src/main.py", line 45, in

File "/home/ec2-user/lmc/movie-asd/src/preprocessor.py", line 149, in prep

File "/home/ec2-user/lmc/movie-asd/src/video_prep/video_preprocessing.py", line 225, in run

File "/home/ec2-user/lmc/movie-asd/src/video_prep/video_preprocessing.py", line 80, in getFaceTrackEmbeddings

File "/home/ec2-user/lmc/movie-asd/src/video_prep/vggFace2_embeddings.py", line 55, in extractEmbeddings

File "/home/ec2-user/lmc/movie-asd/src/../Keras_VGGFace2_ResNet50/src/wrapper.py", line 42, in image_encoding

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/training.py", line 2655, in predict

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/training.py", line 2440, in predict_function

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/training.py", line 2425, in step_function

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/training.py", line 2413, in run_step

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/training.py", line 2381, in predict_step

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/training.py", line 590, in call

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/base_layer.py", line 1149, in call

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 96, in error_handler

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/functional.py", line 515, in call

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/functional.py", line 672, in _run_internal_graph

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 65, in error_handler

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/engine/base_layer.py", line 1149, in call

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/utils/traceback_utils.py", line 96, in error_handler

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/layers/convolutional/base_conv.py", line 290, in call

File "/home/ec2-user/.local/lib/python3.9/site-packages/keras/src/layers/convolutional/base_conv.py", line 262, in convolution_op

DNN library is not found. [[{{node model/conv1/7x7_s2/Conv2D}}]] [Op:__inference_predict_f

rash1993 commented 6 months ago

It may be the case that CUDNN is not in your library path. Try adding your CUDA lib path to LD_LIBRARY_PATH!