mirror of https://github.com/WongKinYiu/yolov7.git
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2367 lines
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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "YOLOv7ONNXandTRT.ipynb",
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"provenance": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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"language_info": {
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"name": "python"
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},
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"accelerator": "GPU",
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"gpuClass": "standard"
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},
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"cells": [
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{
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"cell_type": "code",
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"source": [
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"!pip install --upgrade setuptools pip --user\n",
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"!pip install --ignore-installed PyYAML\n",
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"!pip install Pillow\n",
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"\n",
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"!pip install nvidia-pyindex\n",
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"!pip install --upgrade nvidia-tensorrt\n",
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"!pip install pycuda\n",
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"\n",
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"!pip install protobuf<4.21.3\n",
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"!pip install onnxruntime-gpu\n",
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"!pip install onnx>=1.9.0\n",
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"!pip install onnx-simplifier>=0.3.6 --user"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 1000
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},
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"id": "sSDOngglBk_O",
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"outputId": "1c0a184f-3287-4284-d8de-d1c6222a5289"
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},
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"execution_count": 1,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (57.4.0)\n",
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"Collecting setuptools\n",
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" Downloading setuptools-63.2.0-py3-none-any.whl (1.2 MB)\n",
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"\u001b[K |████████████████████████████████| 1.2 MB 4.9 MB/s \n",
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"\u001b[?25hRequirement already satisfied: pip in /usr/local/lib/python3.7/dist-packages (21.1.3)\n",
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"Collecting pip\n",
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" Downloading pip-22.2-py3-none-any.whl (2.0 MB)\n",
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"\u001b[K |████████████████████████████████| 2.0 MB 51.2 MB/s \n",
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"\u001b[?25hInstalling collected packages: setuptools, pip\n",
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"\u001b[33m WARNING: The scripts pip, pip3 and pip3.7 are installed in '/root/.local/bin' which is not on PATH.\n",
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" Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\u001b[0m\n",
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"\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
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"datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\u001b[0m\n",
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"Successfully installed pip-22.2 setuptools-63.2.0\n"
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]
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},
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{
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"output_type": "display_data",
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"data": {
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"application/vnd.colab-display-data+json": {
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"pip_warning": {
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"packages": [
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"pkg_resources"
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]
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}
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"metadata": {}
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},
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Collecting PyYAML\n",
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" Downloading PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (596 kB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m596.3/596.3 kB\u001b[0m \u001b[31m12.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hInstalling collected packages: PyYAML\n",
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"Successfully installed PyYAML-6.0\n",
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"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
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"\u001b[0mLooking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Requirement already satisfied: Pillow in /usr/local/lib/python3.7/dist-packages (7.1.2)\n",
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"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
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"\u001b[0mLooking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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"Collecting nvidia-pyindex\n",
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" Downloading nvidia-pyindex-1.0.9.tar.gz (10 kB)\n",
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" Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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"Building wheels for collected packages: nvidia-pyindex\n",
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" Building wheel for nvidia-pyindex (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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" Created wheel for nvidia-pyindex: filename=nvidia_pyindex-1.0.9-py3-none-any.whl size=8419 sha256=b233353864aedc61e737be474c265e98d0d5a7a1737e803103f231fa9f69361f\n",
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" Stored in directory: /root/.cache/pip/wheels/f1/a1/a1/6cc45cc1ae6b1876f12ef399c0d0d6e18809e9ced611c7c2a7\n",
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"Successfully built nvidia-pyindex\n",
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"Installing collected packages: nvidia-pyindex\n",
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"Successfully installed nvidia-pyindex-1.0.9\n",
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"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
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"\u001b[0mLooking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/, https://pypi.ngc.nvidia.com\n",
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"Collecting nvidia-tensorrt\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-tensorrt/nvidia_tensorrt-8.4.1.5-cp37-none-linux_x86_64.whl (774.4 MB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m774.4/774.4 MB\u001b[0m \u001b[31m2.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hCollecting nvidia-cudnn-cu11\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-cudnn-cu11/nvidia-cudnn-cu11-2022.5.19.tar.gz (16 kB)\n",
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" Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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"Collecting nvidia-cuda-runtime-cu11\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-cuda-runtime-cu11/nvidia-cuda-runtime-cu11-2022.4.25.tar.gz (16 kB)\n",
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" Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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"Collecting nvidia-cublas-cu11\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-cublas-cu11/nvidia-cublas-cu11-2022.4.8.tar.gz (16 kB)\n",
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" Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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"Collecting nvidia-cublas-cu117\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-cublas-cu117/nvidia_cublas_cu117-11.10.1.25-py3-none-manylinux1_x86_64.whl (333.1 MB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m333.1/333.1 MB\u001b[0m \u001b[31m5.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hCollecting nvidia-cuda-runtime-cu117\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-cuda-runtime-cu117/nvidia_cuda_runtime_cu117-11.7.60-py3-none-manylinux1_x86_64.whl (849 kB)\n",
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"\u001b[?25hCollecting nvidia-cudnn-cu116\n",
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" Downloading https://developer.download.nvidia.com/compute/redist/nvidia-cudnn-cu116/nvidia_cudnn_cu116-8.4.0.27-py3-none-manylinux1_x86_64.whl (719.3 MB)\n",
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"\u001b[?25hRequirement already satisfied: setuptools in /root/.local/lib/python3.7/site-packages (from nvidia-cublas-cu117->nvidia-cublas-cu11->nvidia-tensorrt) (63.2.0)\n",
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"Requirement already satisfied: wheel in /usr/local/lib/python3.7/dist-packages (from nvidia-cublas-cu117->nvidia-cublas-cu11->nvidia-tensorrt) (0.37.1)\n",
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"Building wheels for collected packages: nvidia-cublas-cu11, nvidia-cuda-runtime-cu11, nvidia-cudnn-cu11\n",
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" Building wheel for nvidia-cublas-cu11 (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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" Created wheel for nvidia-cublas-cu11: filename=nvidia_cublas_cu11-2022.4.8-py3-none-any.whl size=15605 sha256=1c6802ca972101aa042a1e1f8060238b4b3e22189b308c7b80e596b2018899c4\n",
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" Stored in directory: /root/.cache/pip/wheels/e2/c3/94/1ffd5bac267cfdc2b222a4ec6915278ef18a028a916b9a5ac3\n",
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" Building wheel for nvidia-cuda-runtime-cu11 (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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" Created wheel for nvidia-cuda-runtime-cu11: filename=nvidia_cuda_runtime_cu11-2022.4.25-py3-none-any.whl size=15678 sha256=7fa1cb6b92a9fdd50e1089e14475c3ae1f72378449871763c0a3a0a33075bd7b\n",
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" Stored in directory: /root/.cache/pip/wheels/df/fe/2b/e553db7867508b2268b14ac194e9ac5b3f51f21316c282c96c\n",
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" Building wheel for nvidia-cudnn-cu11 (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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" Created wheel for nvidia-cudnn-cu11: filename=nvidia_cudnn_cu11-2022.5.19-py3-none-any.whl size=15599 sha256=c49de5a7291c8a87a0b72b710227f1b6aa93627397206438c606600d7f55e993\n",
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" Stored in directory: /root/.cache/pip/wheels/7c/32/69/9787704b5f889217708864db5e00812c8c1c349ef89084c59c\n",
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"Successfully built nvidia-cublas-cu11 nvidia-cuda-runtime-cu11 nvidia-cudnn-cu11\n",
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"Installing collected packages: nvidia-cudnn-cu116, nvidia-cuda-runtime-cu117, nvidia-cublas-cu117, nvidia-cudnn-cu11, nvidia-cuda-runtime-cu11, nvidia-cublas-cu11, nvidia-tensorrt\n",
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"Successfully installed nvidia-cublas-cu11-2022.4.8 nvidia-cublas-cu117-11.10.1.25 nvidia-cuda-runtime-cu11-2022.4.25 nvidia-cuda-runtime-cu117-11.7.60 nvidia-cudnn-cu11-2022.5.19 nvidia-cudnn-cu116-8.4.0.27 nvidia-tensorrt-8.4.1.5\n",
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"\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
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"\u001b[0mLooking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/, https://pypi.ngc.nvidia.com\n",
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"Collecting pycuda\n",
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" Downloading pycuda-2022.1.tar.gz (1.7 MB)\n",
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"\u001b[?25h Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
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" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
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"\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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"Building wheels for collected packages: pycuda, pytools\n",
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" Building wheel for pycuda (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
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" Created wheel for pycuda: filename=pycuda-2022.1-cp37-cp37m-linux_x86_64.whl size=629484 sha256=352dd94e3a6eeb6de3761172d3eda1dd7bb756d90f36de0b9b99e240f7eb9256\n",
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" Stored in directory: /root/.cache/pip/wheels/17/53/c9/caa05618e686df51f017d8a9923f38d915ce31df67ab6628e6\n",
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"print(f\"Python version: {sys.version}, {sys.version_info} \")\n",
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"Mon Jul 25 00:34:14 2022 \n",
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"+-----------------------------------------------------------------------------+\n",
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"|===============================+======================+======================|\n",
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|
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|
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|
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|
|||
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|
{
|
|||
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|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"!# Download YOLOv7 code\n",
|
|||
|
|
"!git clone https://github.com/WongKinYiu/yolov7\n",
|
|||
|
|
"%cd yolov7\n",
|
|||
|
|
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|
|||
|
|
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|
|||
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|
|||
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|
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|
|||
|
|
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|
|||
|
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|
|||
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|
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|
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|
|||
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|
|||
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|
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|
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|
|||
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|
|||
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"text": [
|
|||
|
|
"Cloning into 'yolov7'...\n",
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|||
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"remote: Enumerating objects: 409, done.\u001b[K\n",
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|
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|
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|
|||
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"/content/yolov7\n",
|
|||
|
|
"cfg\t\t\t export.py models\t\t tools\n",
|
|||
|
|
"data\t\t\t figure README.md\t train_aux.py\n",
|
|||
|
|
"detect.py\t\t hubconf.py requirements.txt train.py\n",
|
|||
|
|
"end2end_onnxruntime.ipynb inference scripts\t\t utils\n",
|
|||
|
|
"end2end_tensorrt.ipynb\t LICENSE.md test.py\n"
|
|||
|
|
]
|
|||
|
|
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|
|||
|
|
]
|
|||
|
|
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|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"!# Download trained weights\n",
|
|||
|
|
"!wget https://github.com/WongKinYiu/yolov7/releases/download/v0.1/yolov7-tiny.pt"
|
|||
|
|
],
|
|||
|
|
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|
|||
|
|
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|
|||
|
|
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|
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|
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|
|||
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|
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|
|||
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|
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|
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|
|||
|
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|
|||
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|
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|
|||
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|
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|
|||
|
|
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|
|||
|
|
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|
|||
|
|
"text": [
|
|||
|
|
"--2022-07-25 00:34:16-- https://github.com/WongKinYiu/yolov7/releases/download/v0.1/yolov7-tiny.pt\n",
|
|||
|
|
"Resolving github.com (github.com)... 140.82.114.3\n",
|
|||
|
|
"Connecting to github.com (github.com)|140.82.114.3|:443... connected.\n",
|
|||
|
|
"HTTP request sent, awaiting response... 302 Found\n",
|
|||
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|
"Location: https://objects.githubusercontent.com/github-production-release-asset-2e65be/511187726/ba7d01ee-125a-4134-8864-fa1abcbf94d5?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20220725%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20220725T003416Z&X-Amz-Expires=300&X-Amz-Signature=96e8cfe45377bc67b87cfa48b50a2e739304599074a228ed226be39a28e5cb2c&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=511187726&response-content-disposition=attachment%3B%20filename%3Dyolov7-tiny.pt&response-content-type=application%2Foctet-stream [following]\n",
|
|||
|
|
"--2022-07-25 00:34:17-- https://objects.githubusercontent.com/github-production-release-asset-2e65be/511187726/ba7d01ee-125a-4134-8864-fa1abcbf94d5?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20220725%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20220725T003416Z&X-Amz-Expires=300&X-Amz-Signature=96e8cfe45377bc67b87cfa48b50a2e739304599074a228ed226be39a28e5cb2c&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=511187726&response-content-disposition=attachment%3B%20filename%3Dyolov7-tiny.pt&response-content-type=application%2Foctet-stream\n",
|
|||
|
|
"Resolving objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
|
|||
|
|
"Connecting to objects.githubusercontent.com (objects.githubusercontent.com)|185.199.108.133|:443... connected.\n",
|
|||
|
|
"HTTP request sent, awaiting response... 200 OK\n",
|
|||
|
|
"Length: 12639769 (12M) [application/octet-stream]\n",
|
|||
|
|
"Saving to: ‘yolov7-tiny.pt’\n",
|
|||
|
|
"\n",
|
|||
|
|
"yolov7-tiny.pt 100%[===================>] 12.05M --.-KB/s in 0.1s \n",
|
|||
|
|
"\n",
|
|||
|
|
"2022-07-25 00:34:17 (92.3 MB/s) - ‘yolov7-tiny.pt’ saved [12639769/12639769]\n",
|
|||
|
|
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|
|||
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|
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|
|||
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|
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|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"!python detect.py --weights ./yolov7-tiny.pt --conf 0.25 --img-size 640 --source inference/images/horses.jpg"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "UX7u8eqj-_Hi",
|
|||
|
|
"outputId": "01eb26c8-7689-4fe0-bd03-58158e2428c2"
|
|||
|
|
},
|
|||
|
|
"execution_count": 6,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "stream",
|
|||
|
|
"name": "stdout",
|
|||
|
|
"text": [
|
|||
|
|
"Namespace(agnostic_nms=False, augment=False, classes=None, conf_thres=0.25, device='', exist_ok=False, img_size=640, iou_thres=0.45, name='exp', no_trace=False, nosave=False, project='runs/detect', save_conf=False, save_txt=False, source='inference/images/horses.jpg', update=False, view_img=False, weights=['./yolov7-tiny.pt'])\n",
|
|||
|
|
"YOLOR 🚀 v0.1-58-g13458cd torch 1.12.0+cu113 CUDA:0 (Tesla T4, 15109.75MB)\n",
|
|||
|
|
"\n",
|
|||
|
|
"Fusing layers... \n",
|
|||
|
|
"Model Summary: 200 layers, 6219709 parameters, 229245 gradients\n",
|
|||
|
|
" Convert model to Traced-model... \n",
|
|||
|
|
" traced_script_module saved! \n",
|
|||
|
|
" model is traced! \n",
|
|||
|
|
"\n",
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:2894.)\n",
|
|||
|
|
" return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]\n",
|
|||
|
|
" The image with the result is saved in: runs/detect/exp/horses.jpg\n",
|
|||
|
|
"Done. (0.194s)\n"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"from PIL import Image\n",
|
|||
|
|
"Image.open('/content/yolov7/runs/detect/exp/horses.jpg')"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 529
|
|||
|
|
},
|
|||
|
|
"id": "wZD-nZXX-_Ez",
|
|||
|
|
"outputId": "c258429b-5c44-466d-b31f-035a20b960ae"
|
|||
|
|
},
|
|||
|
|
"execution_count": 7,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "execute_result",
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"<PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=773x512 at 0x7FC04F932350>"
|
|||
|
|
],
|
|||
|
|
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAwUAAAIACAIAAABcvVcpAAEAAElEQVR4nNS9W7otq44mJhFj51d996s74hc/uQVukSvPDOQHXdANIsZc62Rl8e09V4wILgKE9ANC4P/xf/5f4AIiAgAg3TT52f8FAJrQBiLKmfDzWF8lDiEAjDF8EktYX1r+iwYijmzxfYm7wHEIZo5PeKAfsKdnFxr6qafNmlpixYb1dfQvfXtKPjB2xFj7JKpmR5G0z6Y9iegCrJ9Szm33eRb6IWn/sWnX1N7ceL7rE4WHrn/JFbXrKx8uqkafp8VPhe5o8Pzso1lBiWsQESblN1vmih2Bq8V24zfXgvh5wLgAZpPnJkzcDyVPtsaJbDDACvMkoXuH/7TE7Gg7s2sNA8gonLB4jFbKleFEuBxpfszeVORMR9WBnh3lzCGIaKLMJCERockT7j5+LpSfC0WgxM9pXCSh5DKYiezhWm47cmnUrwAwHC9kMag/WZ6kImqw95Py8LT2PNZL3xgr0sifAIhwXCnCiqaZawRMEn8pRKWR34RoJh+qnEldxvwwRksnpQ5drEs3XINT+QznLRkmwTWHy9O1iW+9N3KjBsk2MK3XeqHu9tdkpNK5quCbBQDGGIjIrUsoyT+ViMoZsUrPg8pz9o5T20Hyu4bzZKcMv43zXxmUBnvuRaSRndTMqgKFaClt5cuDhq6F+k/88k/66FU0fICgiYa24n9I1YHUb6t/IC8x5LkWRARdy3xLz5veBwAStmKmNOH4XBZNTMKqFJTem7hvwJCmGVl5/Da8kTOKJJAHUJ4QuqG6w/RENAB3UPUlkY8R/EDoarSdJh3CH46mc9qqUyoujDi+p7DS+SiXHPZ6S20isi13W8qvwnsl+FcK8lzkQSpFYlI7Zx1qUuGXagFqKZ5IgKZnR1d9jZbRdhq/eRY6CAiHzi0zHhLiVPQ+tvsLzfFKtZiqPmd4oOcMSBc2rPT8QUfWsOPpXdV2MPHxZYt+2vcpE4ZIj0r617jHk+cnHxx0xkqHUVcVyQsFFsqFUsE34vIwOxRqSQHsEzGHrHYzXUlo45m6dkAl4yvVJRl9K0NTX4EDRgd00uu8HbWa+dCpWsmOBw4NXlEk9x5+y6UHOUOEvASY5hI+bUywL6XrwYfc9qQuxrbc++QGg37VMnuSX2CdrzFrmmLVKd95wQaiAHkzYXuedWyI3P2M2X43xCoclJeyyDoRwVOEiLAf9bXFWjqrtPQvBw5EJMU9lsO4iGbe0nmjtc/hJfjzkzFGbCM2HREBEx3W71nRNQjJGsqvnyFhg4dAJ6Mt6QgNg1YWsU+5RyhzgB/tj63DBbVsVIvu6Rlh+LWbTW80zY7UzGGlvueAa937eVHB8j9jwfpyREm943L/8tKePzf+t+E4wQ3F/S7nXyQ/IXJ8K/B2iLx+Ogj9lg7EtfBAQE7/vdJGr3ttcPkb1vqi0CdINDiLQ8NKKkIfzW+kfgENNyyx+BChVTmia/e59WqS1lI8+BW3b2jz+uZx6bR/L2XTQ+mR43ZTi/rTQ+Rvxx3pehsnnNPtuOHb6ZkHQw+4LeqvtT19nMaI0oV7JcSZtswAAGDuqv8CTYZe9rjf5/kin/CMgyBuY6X2DNniHDBYw04Mu2mIiBfQLHOk0EfTJENgWldiW/phxuhGTuRGo40/MYgEwJWcEHMHGXhIBFhhPR6qobLjTpP1P5f63U3LXi2BwGvZdxiWiAhUFgl3tdgOww1eAavvLxU5uG7ri4gw7ne4ZFBvRZSyFRCtgrSOt/08+y+gJQC4SwcM+lbavg1vIv85zGp17fs8C5FLcgKAqaVdKedsJ8JaBGIQMs9t8ptNmVDui2rHKGGZhPBBIOxE7W7Gb88+5tJJLq28UXs+U7SpNxEAyKPYh+q2uHlA0S6wZac2jA7MAazlB4SHpYXD+2i0JA8vp7g+ode+pFP+N8mhWx3po4H0IxEhQtouiLzCr3oOZwTjiY/18RMGn8MyHmoxU4BE3yuQxDyICEBSVqmIaRlEVHrGUCPRCwARbzX/EtoKuvJkI2KCRABA1j5jIYEzwj689Nm6n3lQI0IGQ9IIrspdzp8KBbSuvR3H1/rv17voL0I/Jzsv31FuO/h7ytvnn1+/nsKmaFlZUpCGbUEpt92KET5BIg5mJPELEPBVeEMMR0MEnH9k6JBC1mFPK8C/RkWHtDpzcG9ihOkgqXVKoRPdw8mkNwVt/GBH+YtQ2R9RbAz4IYtCqmmHex8sageAnfOQlwAERLilOSuBCHd0iunUOY4qrC1AYBIikjkolvXg3Oxoe5Z7JSpTNVXtfiUjIQNdQEgz7zPfYje5C7jNvawjwkp2oawO+q/c1Iyq95MB++rBkFZnrV4clhDOL1MYWiK6JaW2CH2pD3AjxGbRJaKatkp7RCS6t6RSM+4MEsXIDboKnCmWdmJNvDouQpmQLU5EZPtibxKHiBfBnRoVJ9Cw1pNJWFRZwZCfSDN9BVgb8rr3LqsI4mmmAautNJgEANtiak50feAg/QkrQt9V6UHK/yVtWkv/FhLt3v8t5bqr7yF/rwhbMASlmr4W9n6Hew6EVYNQnxtLZ3AsmJ7/YnizWAWR+K9G1y4Evai7sY94CP6YYbZ8uFk/uHWzjhOaZB27dUpV1amcdplgIq8DrT0yEWCIiBdHeUl/rk63HhOC2+9Hz66Yj9IMpqfLDff8MzYGE/bTK0V51eEhtjNAJD96YBLoOdnFSLPIfdT1VYBh+/Wx/ZT3tPaG8BqA+XuJWhNIR0OW3rkRzucSU55hcegBKGQKO2F+itxJwvdEJt5o5SoiAk6g/L4SSZQxBwD8wqxqlfJilIVeG+RhByZmxtnYh+A0zD/GwHkThbRjOhy3kjDAEnExaMg6kG6eSmMiMCFrjGyacTdImfF4zqNfAWBcPMsiArd0SkTDoyE1DQftXD9z0FEWtOfHKPhzSGSZVs1tcqdN9TLsePernFvc9lc0ay0oid2WEoBQC1PJbfwWi9SBfU7Sjvkakiars6jzGskONrWkzv38XoxbIWvHVEH5tPTO22D0fLXkk9QqdDX9i2Eii4TvuLSN3/PJWjcBr8FoSaHxUqyfoWRlqgUBVvs3aukqqjoxmOHC7KcAwmiqHQdx6EGJoNJzIiJbVyyCBxJNhGHaEpFPrAC5k+cVZ7TKOLVhIlueMQ/DPwwVCeUIjIS+FLB/IlEfE7adeMihbauXbShgqKiwb+fhMd6sciovDrVZFaOlBHd24m9FQ+udXKgBIA8j+P2YdJivIrt+4NUiInBsjwAzMVic9p/Vh+En1Hg6uucYn+k4rbTVRF3o3U3jFW+R7rkDEX3S5zoRJ0GBYfvMR3sjc9P8Gxxes3LnnHPOMQb//Xw+7KOoLSsCvWcdb022+1pfWkGpUNg3bkUquwZpabBMfMv40v37lviWv3fF+SS7n/aQPFJAafxDHd/L7lNd4vt65JLjUHl5IAMR51xrzr79903n5ZGPs8O7edNK6B8byxta0Si/+w60QSe10xsi4sUhXQdqQ3Dx4kNDCQb8AW5oVDWGLrLvYWDhSoB4peGfBv4icQqRqJH5aYgCsBKlCCd/1FCEgIjGuHxDcZljDLqz/OFdgHkjAH0Q1V9AHqRJaLC9MEs5K6UyAy5IxC0yPa81OEmDycxdv9f3lUjOdixd1Ayi1MVeUPv3s1EodaSEJFomVp2d6gJ8zsPiGG9kPl9znsatl6Oqyj2KO7a59UA2j6CTGztdg2NYi3nK28qCw2QAqDJHzH1WfAeGtA0JQPg5ZZvG0dCAOh+QyqkB/hhjxn1q49tVBduPI7ppSm4Al24VS4lRj1iLeX+E6MMIhRKRDrEbiACkJW0EDbqHNLEsFakVPE2aLA0G0hiC8ycRkGoTLOfLHB+U7hFWahYnYB92HVzVsOePNLpSEcZ/uwi+CIAwyA+k/rcKrfBq35wr9TuYYr1zkLxedlAP0iFF2BU3CPKSrOX/TY+dbdVaPd2y1t8NtYhWecjXzTrHr8NBNToatub5bPRgmuCxfRCy7YudSww/fZKnJSUimgCMUxiFBLnNFUC/m
|
|||
|
|
},
|
|||
|
|
"metadata": {},
|
|||
|
|
"execution_count": 7
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"# export temporary ONNX model for TensorRT converter\n",
|
|||
|
|
"!python export.py --weights ./yolov7-tiny.pt --grid --end2end --simplify --topk-all 100 --iou-thres 0.65 --conf-thres 0.35\n",
|
|||
|
|
"!ls"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "1w4lEAvN16Sm",
|
|||
|
|
"outputId": "6c85fdcf-b4fe-4135-816e-faf5ab3a2d68"
|
|||
|
|
},
|
|||
|
|
"execution_count": 8,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "stream",
|
|||
|
|
"name": "stdout",
|
|||
|
|
"text": [
|
|||
|
|
"Import onnx_graphsurgeon failure: No module named 'onnx_graphsurgeon'\n",
|
|||
|
|
"Namespace(batch_size=1, conf_thres=0.35, device='cpu', dynamic=False, end2end=True, grid=True, img_size=[640, 640], include_nms=False, iou_thres=0.65, max_wh=None, simplify=True, topk_all=100, weights='./yolov7-tiny.pt')\n",
|
|||
|
|
"YOLOR 🚀 v0.1-58-g13458cd torch 1.12.0+cu113 CPU\n",
|
|||
|
|
"\n",
|
|||
|
|
"Fusing layers... \n",
|
|||
|
|
"Model Summary: 200 layers, 6219709 parameters, 6219709 gradients\n",
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:2894.)\n",
|
|||
|
|
" return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]\n",
|
|||
|
|
"\n",
|
|||
|
|
"Starting TorchScript export with torch 1.12.0+cu113...\n",
|
|||
|
|
"/content/yolov7/models/yolo.py:51: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
|
|||
|
|
" if self.grid[i].shape[2:4] != x[i].shape[2:4]:\n",
|
|||
|
|
"TorchScript export success, saved as ./yolov7-tiny.torchscript.pt\n",
|
|||
|
|
"\n",
|
|||
|
|
"Starting ONNX export with onnx 1.12.0...\n",
|
|||
|
|
"\n",
|
|||
|
|
"Starting export end2end onnx model for TensorRT...\n",
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/torch/_tensor.py:1083: UserWarning: The .grad attribute of a Tensor that is not a leaf Tensor is being accessed. Its .grad attribute won't be populated during autograd.backward(). If you indeed want the .grad field to be populated for a non-leaf Tensor, use .retain_grad() on the non-leaf Tensor. If you access the non-leaf Tensor by mistake, make sure you access the leaf Tensor instead. See github.com/pytorch/pytorch/pull/30531 for more informations. (Triggered internally at aten/src/ATen/core/TensorBody.h:477.)\n",
|
|||
|
|
" return self._grad\n",
|
|||
|
|
"/content/yolov7/models/experimental.py:130: TracerWarning: Converting a tensor to a Python integer might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
|
|||
|
|
" det_classes = torch.randint(0, num_classes, (batch_size, max_output_boxes), dtype=torch.int32)\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"WARNING: The shape inference of TRT::EfficientNMS_TRT type is missing, so it may result in wrong shape inference for the exported graph. Please consider adding it in symbolic function.\n",
|
|||
|
|
"\n",
|
|||
|
|
"Starting to simplify ONNX...\n",
|
|||
|
|
"ONNX export success, saved as ./yolov7-tiny.onnx\n",
|
|||
|
|
"CoreML export failure: No module named 'coremltools'\n",
|
|||
|
|
"\n",
|
|||
|
|
"Export complete (6.57s). Visualize with https://github.com/lutzroeder/netron.\n",
|
|||
|
|
"cfg\t\t\t inference\t tools\n",
|
|||
|
|
"data\t\t\t LICENSE.md\t traced_model.pt\n",
|
|||
|
|
"detect.py\t\t models\t train_aux.py\n",
|
|||
|
|
"end2end_onnxruntime.ipynb README.md\t train.py\n",
|
|||
|
|
"end2end_tensorrt.ipynb\t requirements.txt utils\n",
|
|||
|
|
"export.py\t\t runs\t\t yolov7-tiny.onnx\n",
|
|||
|
|
"figure\t\t\t scripts\t yolov7-tiny.pt\n",
|
|||
|
|
"hubconf.py\t\t test.py\t yolov7-tiny.torchscript.pt\n"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"# Download ONNX to TensorRT converter\n",
|
|||
|
|
"%cd ../\n",
|
|||
|
|
"!git clone https://github.com/Linaom1214/tensorrt-python.git"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "HSaHB--k_V8h",
|
|||
|
|
"outputId": "0535dc9b-b34c-40a7-c002-c87120229d2d"
|
|||
|
|
},
|
|||
|
|
"execution_count": 9,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "stream",
|
|||
|
|
"name": "stdout",
|
|||
|
|
"text": [
|
|||
|
|
"/content\n",
|
|||
|
|
"Cloning into 'tensorrt-python'...\n",
|
|||
|
|
"remote: Enumerating objects: 140, done.\u001b[K\n",
|
|||
|
|
"remote: Counting objects: 100% (14/14), done.\u001b[K\n",
|
|||
|
|
"remote: Compressing objects: 100% (13/13), done.\u001b[K\n",
|
|||
|
|
"remote: Total 140 (delta 2), reused 10 (delta 1), pack-reused 126\u001b[K\n",
|
|||
|
|
"Receiving objects: 100% (140/140), 76.85 MiB | 48.37 MiB/s, done.\n",
|
|||
|
|
"Resolving deltas: 100% (57/57), done.\n"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"%cd tensorrt-python\n",
|
|||
|
|
"!ls"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "9rH_HHdd_V5P",
|
|||
|
|
"outputId": "b2f2a9aa-31e7-4985-afc0-beedb3663799"
|
|||
|
|
},
|
|||
|
|
"execution_count": 10,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "stream",
|
|||
|
|
"name": "stdout",
|
|||
|
|
"text": [
|
|||
|
|
"/content/tensorrt-python\n",
|
|||
|
|
"export.py image_batch.py README.md src utils yolov5 yolov6 yolov7 yolox\n"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"# Export TensorRT-engine model \n",
|
|||
|
|
"!python export.py -o /content/yolov7/yolov7-tiny.onnx -e ./yolov7-tiny-nms.trt -p fp16"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "nIjoHQE2_V2g",
|
|||
|
|
"outputId": "866626d0-4522-4ecb-8465-a831146fad97"
|
|||
|
|
},
|
|||
|
|
"execution_count": 11,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "stream",
|
|||
|
|
"name": "stdout",
|
|||
|
|
"text": [
|
|||
|
|
"[07/25/2022-00:34:50] [TRT] [I] [MemUsageChange] Init CUDA: CPU +0, GPU +0, now: CPU 0, GPU 244 (MiB)\n",
|
|||
|
|
"[07/25/2022-00:34:52] [TRT] [I] [MemUsageChange] Init builder kernel library: CPU +0, GPU +68, now: CPU 0, GPU 312 (MiB)\n",
|
|||
|
|
"export.py:109: DeprecationWarning: Use set_memory_pool_limit instead.\n",
|
|||
|
|
" self.config.max_workspace_size = workspace * (2 ** 30)\n",
|
|||
|
|
"[07/25/2022-00:34:52] [TRT] [W] onnx2trt_utils.cpp:369: Your ONNX model has been generated with INT64 weights, while TensorRT does not natively support INT64. Attempting to cast down to INT32.\n",
|
|||
|
|
"[07/25/2022-00:34:52] [TRT] [W] onnx2trt_utils.cpp:395: One or more weights outside the range of INT32 was clamped\n",
|
|||
|
|
"[07/25/2022-00:34:52] [TRT] [I] No importer registered for op: EfficientNMS_TRT. Attempting to import as plugin.\n",
|
|||
|
|
"[07/25/2022-00:34:52] [TRT] [I] Searching for plugin: EfficientNMS_TRT, plugin_version: 1, plugin_namespace: \n",
|
|||
|
|
"[07/25/2022-00:34:52] [TRT] [I] Successfully created plugin: EfficientNMS_TRT\n",
|
|||
|
|
"Network Description\n",
|
|||
|
|
"Input 'images' with shape (1, 3, 640, 640) and dtype DataType.FLOAT\n",
|
|||
|
|
"Output 'num_dets' with shape (1, 1) and dtype DataType.INT32\n",
|
|||
|
|
"Output 'det_boxes' with shape (1, 100, 4) and dtype DataType.FLOAT\n",
|
|||
|
|
"Output 'det_scores' with shape (1, 100) and dtype DataType.FLOAT\n",
|
|||
|
|
"Output 'det_classes' with shape (1, 100) and dtype DataType.INT32\n",
|
|||
|
|
"export.py:143: DeprecationWarning: Use network created with NetworkDefinitionCreationFlag::EXPLICIT_BATCH flag instead.\n",
|
|||
|
|
" self.builder.max_batch_size = self.batch_size\n",
|
|||
|
|
"Building fp16 Engine in /content/tensorrt-python/yolov7-tiny-nms.trt\n",
|
|||
|
|
"export.py:187: DeprecationWarning: Use build_serialized_network instead.\n",
|
|||
|
|
" with self.builder.build_engine(self.network, self.config) as engine, open(engine_path, \"wb\") as f:\n",
|
|||
|
|
"[07/25/2022-00:34:53] [TRT] [I] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +224, now: CPU 0, GPU 536 (MiB)\n",
|
|||
|
|
"[07/25/2022-00:34:53] [TRT] [I] [MemUsageChange] Init cuDNN: CPU +0, GPU +54, now: CPU 0, GPU 590 (MiB)\n",
|
|||
|
|
"[07/25/2022-00:34:53] [TRT] [W] TensorRT was linked against cuDNN 8.4.1 but loaded cuDNN 8.4.0\n",
|
|||
|
|
"[07/25/2022-00:34:53] [TRT] [I] Local timing cache in use. Profiling results in this builder pass will not be stored.\n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:06] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:11] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:11] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:11] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:12] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [I] Some tactics do not have sufficient workspace memory to run. Increasing workspace size will enable more tactics, please check verbose output for requested sizes.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:44] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:36:59] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:07] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:11] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:14] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:16] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:19] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:23] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:25] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:27] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:27] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:27] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:28] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:28] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:28] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:28] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:28] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:28] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:33] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:39] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:42] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:46] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:51] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:51] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:52] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:37:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:04] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:05] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:06] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:08] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:10] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:13] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:15] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:17] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:18] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:20] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:21] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:23] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:24] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:29] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_110 + PWN(LeakyRelu_111).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_110 + PWN(LeakyRelu_111).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_110 + PWN(LeakyRelu_111).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_110 + PWN(LeakyRelu_111).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_112 + PWN(LeakyRelu_113).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_112 + PWN(LeakyRelu_113).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_112 + PWN(LeakyRelu_113).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] Weights [name=Conv_112 + PWN(LeakyRelu_113).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:30] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:32] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:34] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:34] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:34] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:34] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:34] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:34] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:35] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:36] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:38] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:40] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:41] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:43] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:45] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:48] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:48] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:48] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:48] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:49] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:50] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:51] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:53] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:54] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:54] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:54] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:55] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:38:58] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:01] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:39:02] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:40:56] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:41:37] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] Detected 1 inputs and 4 output network tensors.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_5 + PWN(LeakyRelu_6).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_7 || Conv_9.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_11 + PWN(LeakyRelu_12).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_13 + PWN(LeakyRelu_14).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_16 + PWN(LeakyRelu_17).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_19 || Conv_21.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_23 + PWN(LeakyRelu_24).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_25 + PWN(LeakyRelu_26).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_28 + PWN(LeakyRelu_29).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_31 || Conv_33.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_35 + PWN(LeakyRelu_36).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_37 + PWN(LeakyRelu_38).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_40 + PWN(LeakyRelu_41).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_43 || Conv_45.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_47 + PWN(LeakyRelu_48).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_49 + PWN(LeakyRelu_50).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_52 + PWN(LeakyRelu_53).bias] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_54 || Conv_56.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_62 + PWN(LeakyRelu_63).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_65 + PWN(LeakyRelu_66).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_67 + PWN(LeakyRelu_68).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_71 + PWN(LeakyRelu_72).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_74 || Conv_76.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_78 + PWN(LeakyRelu_79).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_80 + PWN(LeakyRelu_81).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_83 + PWN(LeakyRelu_84).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_85 + PWN(LeakyRelu_86).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_89 + PWN(LeakyRelu_90).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_92 || Conv_94.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_96 + PWN(LeakyRelu_97).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_98 + PWN(LeakyRelu_99).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_101 + PWN(LeakyRelu_102).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_103 + PWN(LeakyRelu_104).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_106 || Conv_108.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_110 + PWN(LeakyRelu_111).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_112 + PWN(LeakyRelu_113).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_115 + PWN(LeakyRelu_116).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_117 + PWN(LeakyRelu_118).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_120 || Conv_122.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_124 + PWN(LeakyRelu_125).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_126 + PWN(LeakyRelu_127).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_129 + PWN(LeakyRelu_130).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_131 + PWN(LeakyRelu_132).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_133 + PWN(LeakyRelu_134).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_135 + PWN(LeakyRelu_136).weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_137.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_171.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] Weights [name=Conv_205.weight] had the following issues when converted to FP16:\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] - Subnormal FP16 values detected. \n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] If this is not the desired behavior, please modify the weights or retrain with regularization to reduce the magnitude of the weights.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] Total Host Persistent Memory: 138640\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] Total Device Persistent Memory: 743936\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] Total Scratch Memory: 40320768\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] [MemUsageStats] Peak memory usage of TRT CPU/GPU memory allocators: CPU 16 MiB, GPU 770 MiB\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] [BlockAssignment] Algorithm ShiftNTopDown took 7.52301ms to assign 5 blocks to 91 nodes requiring 49741824 bytes.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] Total Activation Memory: 49741824\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +8, now: CPU 0, GPU 834 (MiB)\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] [MemUsageChange] Init cuDNN: CPU +0, GPU +8, now: CPU 0, GPU 842 (MiB)\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] TensorRT was linked against cuDNN 8.4.1 but loaded cuDNN 8.4.0\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [I] [MemUsageChange] TensorRT-managed allocation in building engine: CPU +12, GPU +12, now: CPU 12, GPU 12 (MiB)\n",
|
|||
|
|
"Serializing engine to file: /content/tensorrt-python/yolov7-tiny-nms.trt\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] The getMaxBatchSize() function should not be used with an engine built from a network created with NetworkDefinitionCreationFlag::kEXPLICIT_BATCH flag. This function will always return 1.\n",
|
|||
|
|
"[07/25/2022-00:42:26] [TRT] [W] The getMaxBatchSize() function should not be used with an engine built from a network created with NetworkDefinitionCreationFlag::kEXPLICIT_BATCH flag. This function will always return 1.\n"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"import cv2\n",
|
|||
|
|
"import torch\n",
|
|||
|
|
"import random\n",
|
|||
|
|
"import time\n",
|
|||
|
|
"import numpy as np\n",
|
|||
|
|
"import tensorrt as trt\n",
|
|||
|
|
"from PIL import Image\n",
|
|||
|
|
"from pathlib import Path\n",
|
|||
|
|
"from collections import OrderedDict,namedtuple"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"id": "Q101zl7-_aHd"
|
|||
|
|
},
|
|||
|
|
"execution_count": 12,
|
|||
|
|
"outputs": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"w = './yolov7-tiny-nms.trt'\n",
|
|||
|
|
"device = torch.device('cuda:0')\n",
|
|||
|
|
"img = cv2.imread('/content/yolov7/inference/images/horses.jpg')"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"id": "f-DABSAOw4Ri"
|
|||
|
|
},
|
|||
|
|
"execution_count": 13,
|
|||
|
|
"outputs": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"# Infer TensorRT Engine\n",
|
|||
|
|
"Binding = namedtuple('Binding', ('name', 'dtype', 'shape', 'data', 'ptr'))\n",
|
|||
|
|
"logger = trt.Logger(trt.Logger.INFO)\n",
|
|||
|
|
"trt.init_libnvinfer_plugins(logger, namespace=\"\")\n",
|
|||
|
|
"with open(w, 'rb') as f, trt.Runtime(logger) as runtime:\n",
|
|||
|
|
" model = runtime.deserialize_cuda_engine(f.read())\n",
|
|||
|
|
"bindings = OrderedDict()\n",
|
|||
|
|
"for index in range(model.num_bindings):\n",
|
|||
|
|
" name = model.get_binding_name(index)\n",
|
|||
|
|
" dtype = trt.nptype(model.get_binding_dtype(index))\n",
|
|||
|
|
" shape = tuple(model.get_binding_shape(index))\n",
|
|||
|
|
" data = torch.from_numpy(np.empty(shape, dtype=np.dtype(dtype))).to(device)\n",
|
|||
|
|
" bindings[name] = Binding(name, dtype, shape, data, int(data.data_ptr()))\n",
|
|||
|
|
"binding_addrs = OrderedDict((n, d.ptr) for n, d in bindings.items())\n",
|
|||
|
|
"context = model.create_execution_context()\n",
|
|||
|
|
"\n",
|
|||
|
|
"\n",
|
|||
|
|
"def letterbox(im, new_shape=(640, 640), color=(114, 114, 114), auto=True, scaleup=True, stride=32):\n",
|
|||
|
|
" # Resize and pad image while meeting stride-multiple constraints\n",
|
|||
|
|
" shape = im.shape[:2] # current shape [height, width]\n",
|
|||
|
|
" if isinstance(new_shape, int):\n",
|
|||
|
|
" new_shape = (new_shape, new_shape)\n",
|
|||
|
|
"\n",
|
|||
|
|
" # Scale ratio (new / old)\n",
|
|||
|
|
" r = min(new_shape[0] / shape[0], new_shape[1] / shape[1])\n",
|
|||
|
|
" if not scaleup: # only scale down, do not scale up (for better val mAP)\n",
|
|||
|
|
" r = min(r, 1.0)\n",
|
|||
|
|
"\n",
|
|||
|
|
" # Compute padding\n",
|
|||
|
|
" new_unpad = int(round(shape[1] * r)), int(round(shape[0] * r))\n",
|
|||
|
|
" dw, dh = new_shape[1] - new_unpad[0], new_shape[0] - new_unpad[1] # wh padding\n",
|
|||
|
|
"\n",
|
|||
|
|
" if auto: # minimum rectangle\n",
|
|||
|
|
" dw, dh = np.mod(dw, stride), np.mod(dh, stride) # wh padding\n",
|
|||
|
|
"\n",
|
|||
|
|
" dw /= 2 # divide padding into 2 sides\n",
|
|||
|
|
" dh /= 2\n",
|
|||
|
|
"\n",
|
|||
|
|
" if shape[::-1] != new_unpad: # resize\n",
|
|||
|
|
" im = cv2.resize(im, new_unpad, interpolation=cv2.INTER_LINEAR)\n",
|
|||
|
|
" top, bottom = int(round(dh - 0.1)), int(round(dh + 0.1))\n",
|
|||
|
|
" left, right = int(round(dw - 0.1)), int(round(dw + 0.1))\n",
|
|||
|
|
" im = cv2.copyMakeBorder(im, top, bottom, left, right, cv2.BORDER_CONSTANT, value=color) # add border\n",
|
|||
|
|
" return im, r, (dw, dh)\n",
|
|||
|
|
"\n",
|
|||
|
|
"def postprocess(boxes,r,dwdh):\n",
|
|||
|
|
" dwdh = torch.tensor(dwdh*2).to(boxes.device)\n",
|
|||
|
|
" boxes -= dwdh\n",
|
|||
|
|
" boxes /= r\n",
|
|||
|
|
" return boxes\n",
|
|||
|
|
"\n",
|
|||
|
|
"names = ['person', 'bicycle', 'car', 'motorcycle', 'airplane', 'bus', 'train', 'truck', 'boat', 'traffic light', \n",
|
|||
|
|
" 'fire hydrant', 'stop sign', 'parking meter', 'bench', 'bird', 'cat', 'dog', 'horse', 'sheep', 'cow', \n",
|
|||
|
|
" 'elephant', 'bear', 'zebra', 'giraffe', 'backpack', 'umbrella', 'handbag', 'tie', 'suitcase', 'frisbee', \n",
|
|||
|
|
" 'skis', 'snowboard', 'sports ball', 'kite', 'baseball bat', 'baseball glove', 'skateboard', 'surfboard', \n",
|
|||
|
|
" 'tennis racket', 'bottle', 'wine glass', 'cup', 'fork', 'knife', 'spoon', 'bowl', 'banana', 'apple', \n",
|
|||
|
|
" 'sandwich', 'orange', 'broccoli', 'carrot', 'hot dog', 'pizza', 'donut', 'cake', 'chair', 'couch', \n",
|
|||
|
|
" 'potted plant', 'bed', 'dining table', 'toilet', 'tv', 'laptop', 'mouse', 'remote', 'keyboard', 'cell phone', \n",
|
|||
|
|
" 'microwave', 'oven', 'toaster', 'sink', 'refrigerator', 'book', 'clock', 'vase', 'scissors', 'teddy bear', \n",
|
|||
|
|
" 'hair drier', 'toothbrush']\n",
|
|||
|
|
"colors = {name:[random.randint(0, 255) for _ in range(3)] for i,name in enumerate(names)}"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"id": "kRqqsjDcmyNj"
|
|||
|
|
},
|
|||
|
|
"execution_count": 14,
|
|||
|
|
"outputs": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n",
|
|||
|
|
"image = img.copy()\n",
|
|||
|
|
"image, ratio, dwdh = letterbox(image, auto=False)\n",
|
|||
|
|
"image = image.transpose((2, 0, 1))\n",
|
|||
|
|
"image = np.expand_dims(image, 0)\n",
|
|||
|
|
"image = np.ascontiguousarray(image)\n",
|
|||
|
|
"\n",
|
|||
|
|
"im = image.astype(np.float32)\n",
|
|||
|
|
"im.shape"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "tzGt5tP9nJs_",
|
|||
|
|
"outputId": "b5e4658f-8b25-4926-bf87-dced1f966fff"
|
|||
|
|
},
|
|||
|
|
"execution_count": 15,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "execute_result",
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"(1, 3, 640, 640)"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"metadata": {},
|
|||
|
|
"execution_count": 15
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"source": [
|
|||
|
|
"im = torch.from_numpy(im).to(device)\n",
|
|||
|
|
"im/=255\n",
|
|||
|
|
"im.shape\n",
|
|||
|
|
"\n",
|
|||
|
|
"# warmup for 10 times\n",
|
|||
|
|
"for _ in range(10):\n",
|
|||
|
|
" tmp = torch.randn(1,3,640,640).to(device)\n",
|
|||
|
|
" binding_addrs['images'] = int(tmp.data_ptr())\n",
|
|||
|
|
" context.execute_v2(list(binding_addrs.values()))\n",
|
|||
|
|
"\n",
|
|||
|
|
"start = time.perf_counter()\n",
|
|||
|
|
"binding_addrs['images'] = int(im.data_ptr())\n",
|
|||
|
|
"context.execute_v2(list(binding_addrs.values()))\n",
|
|||
|
|
"print(f'Cost {time.perf_counter()-start} s')\n",
|
|||
|
|
"\n",
|
|||
|
|
"nums = bindings['num_dets'].data\n",
|
|||
|
|
"boxes = bindings['det_boxes'].data\n",
|
|||
|
|
"scores = bindings['det_scores'].data\n",
|
|||
|
|
"classes = bindings['det_classes'].data\n",
|
|||
|
|
"nums.shape,boxes.shape,scores.shape,classes.shape\n",
|
|||
|
|
"\n",
|
|||
|
|
"boxes = boxes[0,:nums[0][0]]\n",
|
|||
|
|
"scores = scores[0,:nums[0][0]]\n",
|
|||
|
|
"classes = classes[0,:nums[0][0]]\n",
|
|||
|
|
"\n",
|
|||
|
|
"for box,score,cl in zip(boxes,scores,classes):\n",
|
|||
|
|
" box = postprocess(box,ratio,dwdh).round().int()\n",
|
|||
|
|
" name = names[cl]\n",
|
|||
|
|
" color = colors[name]\n",
|
|||
|
|
" name += ' ' + str(round(float(score),3))\n",
|
|||
|
|
" cv2.rectangle(img,box[:2].tolist(),box[2:].tolist(),color,2)\n",
|
|||
|
|
" cv2.putText(img,name,(int(box[0]), int(box[1]) - 2),cv2.FONT_HERSHEY_SIMPLEX,0.75,color,thickness=2)\n",
|
|||
|
|
"\n",
|
|||
|
|
"Image.fromarray(img)"
|
|||
|
|
],
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 546
|
|||
|
|
},
|
|||
|
|
"id": "xv8UsDWvn9i4",
|
|||
|
|
"outputId": "b960358f-8993-4b84-c8c8-d169676a014a"
|
|||
|
|
},
|
|||
|
|
"execution_count": 16,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"output_type": "stream",
|
|||
|
|
"name": "stdout",
|
|||
|
|
"text": [
|
|||
|
|
"Cost 0.00477353700000549 s\n"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"output_type": "execute_result",
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"<PIL.Image.Image image mode=RGB size=773x512 at 0x7FC040337510>"
|
|||
|
|
],
|
|||
|
|
"image/png": "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
|
|||
|
|
},
|
|||
|
|
"metadata": {},
|
|||
|
|
"execution_count": 16
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
}
|