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==21650== NVPROF is profiling process 21650, command: /root/.virtualenvs/cv/bin/python -m cProfile -o out.prof retrain/label_image.py --graph=retrain/output_graph.pb --labels=retrain/output_labels.txt --input_layer=Placeholder --output_layer=final_result --image=test-images/lego1.jpeg | |
==21650== Warning: Unified Memory Profiling is not supported on the underlying platform. System requirements for unified memory can be found at: http://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#um-requirements | |
==21650== Profiling application: /root/.virtualenvs/cv/bin/python -m cProfile -o out.prof retrain/label_image.py --graph=retrain/output_graph.pb --labels=retrain/output_labels.txt --input_layer=Placeholder --output_layer=final_result --image=test-images/lego1.jpeg | |
==21650== Profiling result: | |
Type Time(%) Time Calls Avg Min Max Name | |
GPU activities: 58.41% 815.49ms 128 6.3710ms 789.76us 25.076ms maxwell_gcgemm_64x64_nt | |
5.90% 82.383ms |
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import cv2 | |
from PIL import Image | |
video_capture = cv2.VideoCapture(get_jetson_gstreamer_source(), cv2.CAP_GSTREAMER) | |
if not (video_capture.isOpened()): | |
print("Could not open video device") | |
#To set the resolution |
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# Copyright 2017 The TensorFlow Authors. All Rights Reserved. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, |
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from __future__ import absolute_import | |
from __future__ import division | |
from __future__ import print_function | |
import argparse | |
import collections | |
from datetime import datetime | |
import hashlib | |
import os.path | |
import random |
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