Export_Autoseg_EdgeTPU_TF-Lite.ipynb

export_autoseg_edgetpu_tf-lite.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Export_Autoseg_EdgeTPU_TF-Lite.ipynb",
      "provenance": [],
      "mount_file_id": "1qGDb3UlK7CYXGQfhm9thAV2W91c400Hq",
      "authorship_tag": "ABX9TyNGnA4X0yqETFtNA3AbOMWr",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/NobuoTsukamoto/549b1a0a3939c879be396cc8398e6b80/export_autoseg_edgetpu_tf-lite.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Export AutoSeg-Edge TPU model to TF-Lite\n",
        "\n",
        "This notebook contains steps to export the model of the Semantic segmentation task of Edge TPU-optimized Vision Models to the TF-Lite model.  \n",
        "Here, the AutoSeg-Edge TPU model is taken as an example."
      ],
      "metadata": {
        "id": "2HYdORnLzFgW"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Setup"
      ],
      "metadata": {
        "id": "KvotNRGeznje"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fIGvxYqouEPm"
      },
      "source": [
        "%tensorflow_version 2.x"
      ],
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "OoHJZJ0Ps2Dt",
        "outputId": "05964731-489a-4fec-acf4-c6b29989f46d"
      },
      "source": [
        "%%bash\n",
        "git clone https://github.com/tensorflow/models.git\n",
        "cd models\n",
        "git checkout 658c803879cb13db78b2339f044841b1cf47d322\n",
        "pip3 install -r official/requirements.txt\n",
        "pip3 install tensorflow-text-nightly\n",
        "pip3 install tensorflow_addons"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Building wheels for collected packages: py-cpuinfo, seqeval\n",
            "  Building wheel for py-cpuinfo (setup.py): started\n",
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            "  Created wheel for py-cpuinfo: filename=py_cpuinfo-8.0.0-py3-none-any.whl size=22258 sha256=eabf5013f43a9041551eea219e3812fdfb398d8f55534ce27a3d3ea651155028\n",
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            "Successfully built py-cpuinfo seqeval\n",
            "Installing collected packages: portalocker, colorama, tf-slim, tensorflow-model-optimization, tensorflow-addons, seqeval, sentencepiece, sacrebleu, pyyaml, py-cpuinfo, opencv-python-headless\n",
            "  Attempting uninstall: pyyaml\n",
            "    Found existing installation: PyYAML 3.13\n",
            "    Uninstalling PyYAML-3.13:\n",
            "      Successfully uninstalled PyYAML-3.13\n",
            "Successfully installed colorama-0.4.4 opencv-python-headless-4.5.5.62 portalocker-2.3.2 py-cpuinfo-8.0.0 pyyaml-5.4.1 sacrebleu-2.0.0 sentencepiece-0.1.96 seqeval-1.2.2 tensorflow-addons-0.15.0 tensorflow-model-optimization-0.7.0 tf-slim-1.1.0\n",
            "Collecting tensorflow-text-nightly\n",
            "  Downloading tensorflow_text_nightly-2.9.0.dev20211227-cp37-cp37m-manylinux2010_x86_64.whl (4.9 MB)\n",
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            "Installing collected packages: tensorflow-text-nightly\n",
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          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "Cloning into 'models'...\n",
            "Note: checking out '658c803879cb13db78b2339f044841b1cf47d322'.\n",
            "\n",
            "You are in 'detached HEAD' state. You can look around, make experimental\n",
            "changes and commit them, and you can discard any commits you make in this\n",
            "state without impacting any branches by performing another checkout.\n",
            "\n",
            "If you want to create a new branch to retain commits you create, you may\n",
            "do so (now or later) by using -b with the checkout command again. Example:\n",
            "\n",
            "  git checkout -b <new-branch-name>\n",
            "\n",
            "HEAD is now at 658c80387 [bigbird] move bigbird from nlp/projects to official/projects\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip uninstall -y opencv-python\n",
        "!pip install opencv-python"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8ca-xKlPH4vp",
        "outputId": "b367bfec-3844-4c8b-8b71-f61166901ab7"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Found existing installation: opencv-python 4.1.2.30\n",
            "Uninstalling opencv-python-4.1.2.30:\n",
            "  Successfully uninstalled opencv-python-4.1.2.30\n",
            "Collecting opencv-python\n",
            "  Downloading opencv_python-4.5.5.62-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (60.4 MB)\n",
            "\u001b[K     |████████████████████████████████| 60.4 MB 1.3 MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.14.5 in /usr/local/lib/python3.7/dist-packages (from opencv-python) (1.19.5)\n",
            "Installing collected packages: opencv-python\n",
            "\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",
            "albumentations 0.1.12 requires imgaug<0.2.7,>=0.2.5, but you have imgaug 0.2.9 which is incompatible.\u001b[0m\n",
            "Successfully installed opencv-python-4.5.5.62\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Patch config"
      ],
      "metadata": {
        "id": "PLXk3CCaE226"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%cd models"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Yyc7LA4ZE2j6",
        "outputId": "156fc613-9793-4a94-9b67-7357a6429bed"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/models\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%%bash\n",
        "\n",
        "cat <<EOF > /content/semantic_segmentation_config.patch\n",
        "diff --git a/official/projects/edgetpu/vision/configs/semantic_segmentation_config.py b/official/projects/edgetpu/vision/configs/semantic_segmentation_config.py\n",
        "index dbb5e4150..0616cfc37 100644\n",
        "--- a/official/projects/edgetpu/vision/configs/semantic_segmentation_config.py\n",
        "+++ b/official/projects/edgetpu/vision/configs/semantic_segmentation_config.py\n",
        "@@ -99,7 +99,7 @@ BACKBONE_LOWER_FEATURES = {\n",
        " \n",
        " \n",
        " def seg_deeplabv3plus_ade20k_32(backbone: str,\n",
        "-                                init_backbone: bool = True\n",
        "+                                init_backbone: bool = False\n",
        "                                ) -> cfg.ExperimentConfig:\n",
        "   \"\"\"Semantic segmentation on ADE20K dataset with deeplabv3+.\"\"\"\n",
        "   epochs = 200\n",
        "EOF"
      ],
      "metadata": {
        "id": "okpDwtSeFlRh"
      },
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!patch -p1 < /content/semantic_segmentation_config.patch"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7njPS6KpFVsY",
        "outputId": "8c56e43e-9c9e-4d99-da2a-ff7836859acb"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "patching file official/projects/edgetpu/vision/configs/semantic_segmentation_config.py\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%%bash\n",
        "\n",
        "cat <<EOF > /content/semantic_segmentation_searched_config.patch\n",
        "diff --git a/official/projects/edgetpu/vision/configs/semantic_segmentation_searched_config.py b/official/projects/edgetpu/vision/configs/semantic_segmentation_searched_config.py\n",
        "index 44a5a4c04..1aefecb77 100644\n",
        "--- a/official/projects/edgetpu/vision/configs/semantic_segmentation_searched_config.py\n",
        "+++ b/official/projects/edgetpu/vision/configs/semantic_segmentation_searched_config.py\n",
        "@@ -102,7 +102,7 @@ class AutosegEdgeTPUTaskConfig(base_cfg.SemanticSegmentationTask):\n",
        " \n",
        " \n",
        " def autoseg_edgetpu_experiment_config(backbone_name: str,\n",
        "-                                      init_backbone: bool = True\n",
        "+                                      init_backbone: bool = False\n",
        "                                      ) -> cfg.ExperimentConfig:\n",
        "   \"\"\"Experiment using the semantic segmenatation searched model.\n",
        "EOF"
      ],
      "metadata": {
        "id": "EgWK5MHpF1IE"
      },
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!patch -p1 < /content/semantic_segmentation_searched_config.patch"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8tBlvnM6FYNg",
        "outputId": "607ee9cb-cd5a-4880-baa8-dec166cd81c1"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "patching file official/projects/edgetpu/vision/configs/semantic_segmentation_searched_config.py\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Add PYTHONPATH"
      ],
      "metadata": {
        "id": "rCxIvEm6zyVE"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1yH7FWvgUqB7",
        "outputId": "7b6d70c0-5a32-4b00-b7d2-465cb804a0d0"
      },
      "source": [
        "import os\n",
        "\n",
        "os.environ['PYTHONPATH'] = '/content/models:' + os.environ['PYTHONPATH']\n",
        "print(os.environ['PYTHONPATH'])"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/models:/env/python\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "VwaProKfUyAq",
        "outputId": "953c9df8-7eef-4eef-cc8d-39453e70523d"
      },
      "source": [
        "%cd /content/models"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/models\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Manually upload the pre-trained model.\n",
        "\n",
        "Pre-trained models cannot be downloaded by command, so upload them manually."
      ],
      "metadata": {
        "id": "G_2urthQz3nP"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!ls /content/*.tar.gz"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kL2PWq4yGhA1",
        "outputId": "5e1ec4c4-5e5e-4419-af67-3b2b28407f46"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/models_edgetpu_checkpoint_and_tflite_vision_segmentation-edgetpu_checkpoints_autoseg_edgetpu_s_autoseg_edgetpu_s.tar.gz\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EP8dRS12Xpov"
      },
      "source": [
        "%%bash\n",
        "\n",
        "cd /content/\n",
        "tar xf /content/models_edgetpu_checkpoint_and_tflite_vision_segmentation-edgetpu_checkpoints_autoseg_edgetpu_s_autoseg_edgetpu_s.tar.gz"
      ],
      "execution_count": 22,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!ls /content/home/darwinn-l2l/pixel6/pretrained_checkpoints/vision/segmentation-edgetpu/checkpoints/autoseg_edgetpu_s"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "9gQL5O_JJZTD",
        "outputId": "f6c99d07-4fc9-425e-a761-e46bd05bdb08"
      },
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "average_weights-94500.data-00000-of-00001  average_weights-94500.index\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Export model"
      ],
      "metadata": {
        "id": "mfC6B-yMHjuc"
      }
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "49EC2IqfuFS4",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "01096ffe-5c93-4a90-f55f-5e769598d14c"
      },
      "source": [
        "!python3 /content/models/official/projects/edgetpu/vision/serving/export_tflite.py \\\n",
        "    --model_name=\"autoseg_edgetpu_s\" \\\n",
        "    --ckpt_path=\"/content/home/darwinn-l2l/pixel6/pretrained_checkpoints/vision/segmentation-edgetpu/checkpoints/autoseg_edgetpu_s/average_weights-94500\" \\\n",
        "    --output_dir=\"/content\" \\\n",
        "    --image_size=512 \\\n",
        "    --finalize_method=\"resize512,argmax\""
      ],
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "WARNING:absl:The list/tuple don't match the value dictionaries provided. Thus, the list/tuple is determined by the type annotation and values provided. This is error-prone.\n",
            "2021-12-30 07:02:49.778754: W tensorflow/core/common_runtime/gpu/gpu_bfc_allocator.cc:39] Overriding allow_growth setting because the TF_FORCE_GPU_ALLOW_GROWTH environment variable is set. Original config value was 0.\n",
            "I1230 07:02:49.788789 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=32 output=32\n",
            "I1230 07:02:49.818793 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=32 output=32\n",
            "I1230 07:02:49.819041 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=12 output=12\n",
            "I1230 07:02:49.839994 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=12 output=12\n",
            "I1230 07:02:49.840167 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=36 output=36\n",
            "I1230 07:02:49.882730 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=36 output=36\n",
            "I1230 07:02:49.882953 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=18 output=20\n",
            "I1230 07:02:49.953021 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=18 output=20\n",
            "I1230 07:02:49.953327 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=60 output=60\n",
            "I1230 07:02:49.997306 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=60 output=60\n",
            "I1230 07:02:49.997501 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=60 output=60\n",
            "I1230 07:02:50.076060 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=60 output=60\n",
            "I1230 07:02:50.076280 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=120 output=120\n",
            "I1230 07:02:50.143521 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=120 output=120\n",
            "I1230 07:02:50.143730 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=120 output=120\n",
            "I1230 07:02:50.213480 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=120 output=120\n",
            "I1230 07:02:50.213709 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=120 output=120\n",
            "I1230 07:02:50.308193 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=120 output=120\n",
            "I1230 07:02:50.308452 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=112 output=112\n",
            "I1230 07:02:50.378009 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=112 output=112\n",
            "I1230 07:02:50.378252 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=112 output=112\n",
            "I1230 07:02:50.520724 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=112 output=112\n",
            "I1230 07:02:50.520946 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=112 output=112\n",
            "I1230 07:02:50.567495 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=112 output=112\n",
            "I1230 07:02:50.567709 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.611721 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.611926 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.654645 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.654874 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=96 output=96\n",
            "I1230 07:02:50.697190 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=96 output=96\n",
            "I1230 07:02:50.697395 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=96 output=96\n",
            "I1230 07:02:50.765391 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=96 output=96\n",
            "I1230 07:02:50.765596 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=96 output=96\n",
            "I1230 07:02:50.807628 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=96 output=96\n",
            "I1230 07:02:50.807821 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.850482 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.850694 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.897949 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=192 output=192\n",
            "I1230 07:02:50.898166 139725080364928 mobilenet_edgetpu_v2_model_blocks.py:665] round_filter input=160 output=160\n",
            "I1230 07:02:50.940047 139725080364928 mobilenet_edgetpu_v2_model.py:111] Building model mobilenet_edgetpu_v2 with params ModelConfig(width_coefficient=1.0, depth_coefficient=1.0, resolution=512, dropout_rate=0.2, stem_base_filters=32, stem_kernel_size=3, top_base_filters=1280, blocks=(BlockConfig(input_filters=32, output_filters=12, kernel_size=3, num_repeat=1, expand_ratio=1, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=True, fused_project=False, conv_type='full', group_size=None), BlockConfig(input_filters=12, output_filters=36, kernel_size=3, num_repeat=1, expand_ratio=6, strides=(2, 2), se_ratio=None, id_skip=True, fused_expand=True, fused_project=False, conv_type='full', group_size=None), BlockConfig(input_filters=36, output_filters=18, kernel_size=5, num_repeat=1, expand_ratio=3, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=18, output_filters=60, kernel_size=5, num_repeat=1, expand_ratio=6, strides=(2, 2), se_ratio=None, id_skip=True, fused_expand=True, fused_project=False, conv_type='full', group_size=None), BlockConfig(input_filters=60, output_filters=60, kernel_size=3, num_repeat=1, expand_ratio=3, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=60, output_filters=120, kernel_size=5, num_repeat=1, expand_ratio=6, strides=(2, 2), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=120, output_filters=120, kernel_size=3, num_repeat=1, expand_ratio=3, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=120, output_filters=120, kernel_size=5, num_repeat=1, expand_ratio=6, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=120, output_filters=112, kernel_size=3, num_repeat=1, expand_ratio=6, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=112, output_filters=112, kernel_size=5, num_repeat=2, expand_ratio=6, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=112, output_filters=112, kernel_size=5, num_repeat=1, expand_ratio=1, strides=(2, 2), se_ratio=None, id_skip=False, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=112, output_filters=192, kernel_size=1, num_repeat=1, expand_ratio=6, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=True, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=192, output_filters=192, kernel_size=5, num_repeat=1, expand_ratio=1, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=192, output_filters=96, kernel_size=1, num_repeat=1, expand_ratio=6, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=True, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=96, output_filters=96, kernel_size=5, num_repeat=1, expand_ratio=3, strides=(1, 1), se_ratio=None, id_skip=True, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=96, output_filters=96, kernel_size=5, num_repeat=1, expand_ratio=1, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=96, output_filters=192, kernel_size=1, num_repeat=1, expand_ratio=6, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=True, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=192, output_filters=192, kernel_size=5, num_repeat=1, expand_ratio=1, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=False, fused_project=False, conv_type='depthwise', group_size=None), BlockConfig(input_filters=192, output_filters=160, kernel_size=1, num_repeat=1, expand_ratio=3, strides=(1, 1), se_ratio=None, id_skip=False, fused_expand=True, fused_project=False, conv_type='depthwise', group_size=None)), activation='relu', batch_norm='tpu', bn_momentum=0.99, bn_epsilon=0.001, weight_decay=5e-06, drop_connect_rate=0.2, depth_divisor=4, min_depth=None, use_se=False, input_channels=3, num_classes=1001, model_name='mobilenet_edgetpu_v2', rescale_input=False, data_format='channels_last', dtype='float32', group_base_size=64, backbone_only=True, features_as_dict=False)\n",
            "I1230 07:02:50.965412 139725080364928 bifpn_head.py:595] fnode 0 : {'feat_level': 7, 'inputs_offsets': ListWrapper([4, 5])}\n",
            "I1230 07:02:50.966407 139725080364928 bifpn_head.py:595] fnode 1 : {'feat_level': 6, 'inputs_offsets': ListWrapper([3, 6])}\n",
            "I1230 07:02:50.967307 139725080364928 bifpn_head.py:595] fnode 2 : {'feat_level': 5, 'inputs_offsets': ListWrapper([2, 7])}\n",
            "I1230 07:02:50.968248 139725080364928 bifpn_head.py:595] fnode 3 : {'feat_level': 4, 'inputs_offsets': ListWrapper([1, 8])}\n",
            "I1230 07:02:50.969176 139725080364928 bifpn_head.py:595] fnode 4 : {'feat_level': 3, 'inputs_offsets': ListWrapper([0, 9])}\n",
            "I1230 07:02:50.970155 139725080364928 bifpn_head.py:595] fnode 5 : {'feat_level': 4, 'inputs_offsets': ListWrapper([1, 9, 10])}\n",
            "I1230 07:02:50.972197 139725080364928 bifpn_head.py:595] fnode 6 : {'feat_level': 5, 'inputs_offsets': ListWrapper([2, 8, 11])}\n",
            "I1230 07:02:50.973178 139725080364928 bifpn_head.py:595] fnode 7 : {'feat_level': 6, 'inputs_offsets': ListWrapper([3, 7, 12])}\n",
            "I1230 07:02:50.974123 139725080364928 bifpn_head.py:595] fnode 8 : {'feat_level': 7, 'inputs_offsets': ListWrapper([4, 6, 13])}\n",
            "I1230 07:02:50.975064 139725080364928 bifpn_head.py:595] fnode 9 : {'feat_level': 8, 'inputs_offsets': ListWrapper([5, 14])}\n",
            "I1230 07:02:50.978457 139725080364928 bifpn_head.py:595] fnode 0 : {'feat_level': 7, 'inputs_offsets': ListWrapper([4, 5])}\n",
            "I1230 07:02:50.979442 139725080364928 bifpn_head.py:595] fnode 1 : {'feat_level': 6, 'inputs_offsets': ListWrapper([3, 6])}\n",
            "I1230 07:02:50.980468 139725080364928 bifpn_head.py:595] fnode 2 : {'feat_level': 5, 'inputs_offsets': ListWrapper([2, 7])}\n",
            "I1230 07:02:50.981384 139725080364928 bifpn_head.py:595] fnode 3 : {'feat_level': 4, 'inputs_offsets': ListWrapper([1, 8])}\n",
            "I1230 07:02:50.982324 139725080364928 bifpn_head.py:595] fnode 4 : {'feat_level': 3, 'inputs_offsets': ListWrapper([0, 9])}\n",
            "I1230 07:02:50.983322 139725080364928 bifpn_head.py:595] fnode 5 : {'feat_level': 4, 'inputs_offsets': ListWrapper([1, 9, 10])}\n",
            "I1230 07:02:50.984276 139725080364928 bifpn_head.py:595] fnode 6 : {'feat_level': 5, 'inputs_offsets': ListWrapper([2, 8, 11])}\n",
            "I1230 07:02:50.985275 139725080364928 bifpn_head.py:595] fnode 7 : {'feat_level': 6, 'inputs_offsets': ListWrapper([3, 7, 12])}\n",
            "I1230 07:02:50.986268 139725080364928 bifpn_head.py:595] fnode 8 : {'feat_level': 7, 'inputs_offsets': ListWrapper([4, 6, 13])}\n",
            "I1230 07:02:50.987208 139725080364928 bifpn_head.py:595] fnode 9 : {'feat_level': 8, 'inputs_offsets': ListWrapper([5, 14])}\n",
            "I1230 07:02:50.990564 139725080364928 bifpn_head.py:595] fnode 0 : {'feat_level': 7, 'inputs_offsets': ListWrapper([4, 5])}\n",
            "I1230 07:02:50.991503 139725080364928 bifpn_head.py:595] fnode 1 : {'feat_level': 6, 'inputs_offsets': ListWrapper([3, 6])}\n",
            "I1230 07:02:50.992475 139725080364928 bifpn_head.py:595] fnode 2 : {'feat_level': 5, 'inputs_offsets': ListWrapper([2, 7])}\n",
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            "I1230 07:02:51.019031 139725080364928 semantic_segmentation.py:267] {'checkpoint_format': 'tf_checkpoint', 'model_name': 'autoseg_edgetpu_backbone_s', 'overrides': {'backbone_only': True, 'batch_norm': 'tpu', 'rescale_input': False, 'resolution': 512}}\n",
            "I1230 07:02:51.019219 139725080364928 export_tflite.py:130] Loading checkpoint from /content/home/darwinn-l2l/pixel6/pretrained_checkpoints/vision/segmentation-edgetpu/checkpoints/autoseg_edgetpu_s/average_weights-94500\n",
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            "W1230 07:02:56.786169 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-22.kernel\n",
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            "W1230 07:02:56.786381 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-23.gamma\n",
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            "W1230 07:02:56.786534 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-23.beta\n",
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            "W1230 07:02:56.786692 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-23.moving_mean\n",
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            "W1230 07:02:56.786845 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-23.moving_variance\n",
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            "W1230 07:02:56.786994 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-24.kernel\n",
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            "W1230 07:02:56.787146 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-25.gamma\n",
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            "W1230 07:02:56.787303 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-25.beta\n",
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            "W1230 07:02:56.787457 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-25.moving_mean\n",
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            "W1230 07:02:56.787608 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-25.moving_variance\n",
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            "W1230 07:02:56.787775 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-26.depthwise_kernel\n",
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            "W1230 07:02:56.787939 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-27.gamma\n",
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            "W1230 07:02:56.788091 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-27.beta\n",
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            "W1230 07:02:56.788240 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-27.moving_mean\n",
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            "W1230 07:02:56.788398 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-27.moving_variance\n",
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            "W1230 07:02:56.788549 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-28.kernel\n",
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            "W1230 07:02:56.788713 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-29.gamma\n",
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            "W1230 07:02:56.788866 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-29.beta\n",
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            "W1230 07:02:56.789018 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-29.moving_mean\n",
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            "W1230 07:02:56.789174 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-29.moving_variance\n",
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            "W1230 07:02:56.789332 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-30.kernel\n",
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            "W1230 07:02:56.789483 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-31.gamma\n",
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            "W1230 07:02:56.789631 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-31.beta\n",
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            "W1230 07:02:56.789793 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-31.moving_mean\n",
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            "W1230 07:02:56.789945 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-31.moving_variance\n",
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            "W1230 07:02:56.790095 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-32.depthwise_kernel\n",
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            "W1230 07:02:56.790245 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-33.gamma\n",
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            "W1230 07:02:56.790402 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-33.beta\n",
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            "W1230 07:02:56.790552 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-33.moving_mean\n",
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            "W1230 07:02:56.790716 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-33.moving_variance\n",
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            "W1230 07:02:56.790868 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-34.kernel\n",
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            "W1230 07:02:56.791016 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-35.gamma\n",
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            "W1230 07:02:56.791165 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-35.beta\n",
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            "W1230 07:02:56.791327 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-35.moving_mean\n",
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            "W1230 07:02:56.791480 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-35.moving_variance\n",
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            "W1230 07:02:56.791631 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-36.kernel\n",
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            "W1230 07:02:56.791802 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-37.gamma\n",
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            "W1230 07:02:56.791951 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-37.beta\n",
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            "W1230 07:02:56.792101 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-37.moving_mean\n",
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            "W1230 07:02:56.792408 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-38.depthwise_kernel\n",
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            "W1230 07:02:56.792558 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-39.gamma\n",
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            "W1230 07:02:56.792876 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-39.moving_mean\n",
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            "W1230 07:02:56.793027 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-39.moving_variance\n",
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            "W1230 07:02:56.793488 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-41.beta\n",
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            "W1230 07:02:56.793638 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-41.moving_mean\n",
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            "W1230 07:02:56.793827 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-41.moving_variance\n",
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            "W1230 07:02:56.793980 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-42.kernel\n",
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            "W1230 07:02:56.794128 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-43.gamma\n",
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            "W1230 07:02:56.794279 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-43.beta\n",
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            "W1230 07:02:56.794442 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-43.moving_mean\n",
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            "W1230 07:02:56.794594 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-43.moving_variance\n",
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            "W1230 07:02:56.794759 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-44.depthwise_kernel\n",
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            "W1230 07:02:56.794909 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-45.gamma\n",
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            "W1230 07:02:56.795058 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-45.beta\n",
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            "W1230 07:02:56.795218 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-45.moving_mean\n",
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            "W1230 07:02:56.795375 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-45.moving_variance\n",
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            "W1230 07:02:56.795522 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-46.kernel\n",
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            "W1230 07:02:56.795682 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-47.gamma\n",
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            "W1230 07:02:56.795831 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-47.beta\n",
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            "W1230 07:02:56.795977 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-47.moving_mean\n",
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            "W1230 07:02:56.796122 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-47.moving_variance\n",
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            "W1230 07:02:56.796270 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-48.kernel\n",
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            "W1230 07:02:56.796427 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-49.gamma\n",
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            "W1230 07:02:56.796573 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-49.beta\n",
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            "W1230 07:02:56.796737 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-49.moving_mean\n",
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            "W1230 07:02:56.796885 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-49.moving_variance\n",
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            "W1230 07:02:56.797034 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-50.depthwise_kernel\n",
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            "W1230 07:02:56.797191 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-51.gamma\n",
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            "W1230 07:02:56.797352 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-51.beta\n",
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            "W1230 07:02:56.797503 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-51.moving_mean\n",
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            "W1230 07:02:56.797666 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-51.moving_variance\n",
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            "W1230 07:02:56.797815 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-52.kernel\n",
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            "W1230 07:02:56.797967 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-53.gamma\n",
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            "W1230 07:02:56.798117 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-53.beta\n",
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            "W1230 07:02:56.798264 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-53.moving_mean\n",
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            "W1230 07:02:56.798426 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-53.moving_variance\n",
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            "W1230 07:02:56.798578 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-54.kernel\n",
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            "W1230 07:02:56.798740 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-55.gamma\n",
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            "W1230 07:02:56.798890 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-55.beta\n",
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            "W1230 07:02:56.799039 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-55.moving_mean\n",
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            "W1230 07:02:56.799191 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-55.moving_variance\n",
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            "W1230 07:02:56.799352 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-56.depthwise_kernel\n",
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            "W1230 07:02:56.799510 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-57.gamma\n",
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            "W1230 07:02:56.799675 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-57.beta\n",
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            "W1230 07:02:56.799828 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-57.moving_mean\n",
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            "W1230 07:02:56.800134 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-58.kernel\n",
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            "W1230 07:02:56.800442 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-59.beta\n",
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            "W1230 07:02:56.801051 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-61.gamma\n",
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            "W1230 07:02:56.801199 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-61.beta\n",
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            "W1230 07:02:56.801976 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-63.beta\n",
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            "W1230 07:02:56.807533 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-77.beta\n",
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            "W1230 07:02:56.808151 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-79.gamma\n",
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            "W1230 07:02:56.808310 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-79.beta\n",
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            "W1230 07:02:56.808459 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-79.moving_mean\n",
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            "W1230 07:02:56.808609 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-79.moving_variance\n",
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            "W1230 07:02:56.808771 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-80.kernel\n",
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            "W1230 07:02:56.808920 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-81.gamma\n",
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            "W1230 07:02:56.809069 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-81.beta\n",
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            "W1230 07:02:56.809216 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-81.moving_mean\n",
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            "W1230 07:02:56.809374 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-81.moving_variance\n",
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            "W1230 07:02:56.809521 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-82.depthwise_kernel\n",
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            "W1230 07:02:56.809683 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-83.gamma\n",
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            "W1230 07:02:56.809832 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-83.beta\n",
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            "W1230 07:02:56.809977 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-83.moving_mean\n",
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            "W1230 07:02:56.810124 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-83.moving_variance\n",
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            "W1230 07:02:56.810269 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-84.kernel\n",
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            "W1230 07:02:56.810429 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-85.gamma\n",
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            "W1230 07:02:56.810581 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-85.beta\n",
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            "W1230 07:02:56.810742 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-85.moving_mean\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-85.moving_variance\n",
            "W1230 07:02:56.810894 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-85.moving_variance\n",
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            "W1230 07:02:56.811046 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-86.kernel\n",
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            "W1230 07:02:56.811197 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-87.gamma\n",
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            "W1230 07:02:56.811354 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-87.beta\n",
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            "W1230 07:02:56.811507 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-87.moving_mean\n",
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            "W1230 07:02:56.811668 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-87.moving_variance\n",
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            "W1230 07:02:56.811820 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-88.kernel\n",
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            "W1230 07:02:56.811970 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-89.gamma\n",
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            "W1230 07:02:56.812119 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-89.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-89.moving_mean\n",
            "W1230 07:02:56.812271 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-89.moving_mean\n",
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            "W1230 07:02:56.812431 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-89.moving_variance\n",
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            "W1230 07:02:56.812583 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-90.depthwise_kernel\n",
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            "W1230 07:02:56.812746 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-91.gamma\n",
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            "W1230 07:02:56.812903 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-91.beta\n",
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            "W1230 07:02:56.813051 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-91.moving_mean\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-91.moving_variance\n",
            "W1230 07:02:56.813194 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-91.moving_variance\n",
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            "W1230 07:02:56.813349 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-92.kernel\n",
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            "W1230 07:02:56.813497 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-93.gamma\n",
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            "W1230 07:02:56.813646 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-93.beta\n",
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            "W1230 07:02:56.813828 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-93.moving_mean\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-93.moving_variance\n",
            "W1230 07:02:56.813978 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-93.moving_variance\n",
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            "W1230 07:02:56.814126 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-94.kernel\n",
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            "W1230 07:02:56.814275 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-95.gamma\n",
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            "W1230 07:02:56.814434 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-95.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-95.moving_mean\n",
            "W1230 07:02:56.814583 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-95.moving_mean\n",
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            "W1230 07:02:56.814747 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-95.moving_variance\n",
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            "W1230 07:02:56.814903 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-96.kernel\n",
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            "W1230 07:02:56.815051 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-97.gamma\n",
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            "W1230 07:02:56.815198 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-97.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-97.moving_mean\n",
            "W1230 07:02:56.815354 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-97.moving_mean\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-97.moving_variance\n",
            "W1230 07:02:56.815504 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer's state 'average' for (root).model.backbone.layer_with_weights-97.moving_variance\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-0.kernel\n",
            "W1230 07:02:56.815672 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-0.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-1.gamma\n",
            "W1230 07:02:56.815828 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-1.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-1.beta\n",
            "W1230 07:02:56.815980 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-1.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-2.kernel\n",
            "W1230 07:02:56.816130 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-2.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-3.gamma\n",
            "W1230 07:02:56.816280 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-3.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-3.beta\n",
            "W1230 07:02:56.816441 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-3.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-4.kernel\n",
            "W1230 07:02:56.816588 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-4.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-5.gamma\n",
            "W1230 07:02:56.816752 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-5.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-5.beta\n",
            "W1230 07:02:56.816908 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-5.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-6.kernel\n",
            "W1230 07:02:56.817056 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-6.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-7.gamma\n",
            "W1230 07:02:56.817201 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-7.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-7.beta\n",
            "W1230 07:02:56.817358 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-7.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-8.kernel\n",
            "W1230 07:02:56.817507 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-8.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-9.gamma\n",
            "W1230 07:02:56.817672 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-9.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-9.beta\n",
            "W1230 07:02:56.817826 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-9.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-10.depthwise_kernel\n",
            "W1230 07:02:56.817978 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-10.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-11.gamma\n",
            "W1230 07:02:56.818128 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-11.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-11.beta\n",
            "W1230 07:02:56.818279 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-11.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-12.kernel\n",
            "W1230 07:02:56.818440 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-12.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-13.gamma\n",
            "W1230 07:02:56.818590 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-13.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-13.beta\n",
            "W1230 07:02:56.818754 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-13.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-14.kernel\n",
            "W1230 07:02:56.818904 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-14.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-15.gamma\n",
            "W1230 07:02:56.819054 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-15.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-15.beta\n",
            "W1230 07:02:56.819204 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-15.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-16.kernel\n",
            "W1230 07:02:56.819369 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-16.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-17.gamma\n",
            "W1230 07:02:56.819520 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-17.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-17.beta\n",
            "W1230 07:02:56.819683 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-17.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-18.kernel\n",
            "W1230 07:02:56.819833 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-18.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-19.gamma\n",
            "W1230 07:02:56.819991 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-19.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-19.beta\n",
            "W1230 07:02:56.820140 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-19.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-20.depthwise_kernel\n",
            "W1230 07:02:56.820289 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-20.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-21.gamma\n",
            "W1230 07:02:56.820454 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-21.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-21.beta\n",
            "W1230 07:02:56.820603 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-21.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-22.kernel\n",
            "W1230 07:02:56.820767 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-22.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-23.gamma\n",
            "W1230 07:02:56.820919 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-23.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-23.beta\n",
            "W1230 07:02:56.821069 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-23.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-24.kernel\n",
            "W1230 07:02:56.821219 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-24.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-25.gamma\n",
            "W1230 07:02:56.821378 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-25.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-25.beta\n",
            "W1230 07:02:56.821527 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-25.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-26.depthwise_kernel\n",
            "W1230 07:02:56.821688 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-26.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-27.gamma\n",
            "W1230 07:02:56.821839 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-27.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-27.beta\n",
            "W1230 07:02:56.821993 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-27.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-28.kernel\n",
            "W1230 07:02:56.822143 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-28.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-29.gamma\n",
            "W1230 07:02:56.822290 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-29.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-29.beta\n",
            "W1230 07:02:56.822449 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-29.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-30.kernel\n",
            "W1230 07:02:56.822596 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-30.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-31.gamma\n",
            "W1230 07:02:56.822756 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-31.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-31.beta\n",
            "W1230 07:02:56.822903 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-31.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-32.depthwise_kernel\n",
            "W1230 07:02:56.823051 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-32.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-33.gamma\n",
            "W1230 07:02:56.823199 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-33.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-33.beta\n",
            "W1230 07:02:56.823356 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-33.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-34.kernel\n",
            "W1230 07:02:56.823505 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-34.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-35.gamma\n",
            "W1230 07:02:56.823668 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-35.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-35.beta\n",
            "W1230 07:02:56.823818 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-35.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-36.kernel\n",
            "W1230 07:02:56.823976 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-36.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-37.gamma\n",
            "W1230 07:02:56.824126 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-37.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-37.beta\n",
            "W1230 07:02:56.824274 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-37.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-38.depthwise_kernel\n",
            "W1230 07:02:56.824433 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-38.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-39.gamma\n",
            "W1230 07:02:56.824583 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-39.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-39.beta\n",
            "W1230 07:02:56.824747 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-39.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-40.kernel\n",
            "W1230 07:02:56.824906 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-40.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-41.gamma\n",
            "W1230 07:02:56.825056 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-41.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-41.beta\n",
            "W1230 07:02:56.825203 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-41.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-42.kernel\n",
            "W1230 07:02:56.825358 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-42.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-43.gamma\n",
            "W1230 07:02:56.825507 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-43.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-43.beta\n",
            "W1230 07:02:56.825667 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-43.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-44.depthwise_kernel\n",
            "W1230 07:02:56.825819 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-44.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-45.gamma\n",
            "W1230 07:02:56.825967 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-45.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-45.beta\n",
            "W1230 07:02:56.826115 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-45.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-46.kernel\n",
            "W1230 07:02:56.826263 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-46.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-47.gamma\n",
            "W1230 07:02:56.826420 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-47.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-47.beta\n",
            "W1230 07:02:56.826569 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-47.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-48.kernel\n",
            "W1230 07:02:56.826733 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-48.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-49.gamma\n",
            "W1230 07:02:56.826887 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-49.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-49.beta\n",
            "W1230 07:02:56.827035 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-49.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-50.depthwise_kernel\n",
            "W1230 07:02:56.827183 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-50.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-51.gamma\n",
            "W1230 07:02:56.827340 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-51.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-51.beta\n",
            "W1230 07:02:56.827487 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-51.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-52.kernel\n",
            "W1230 07:02:56.827636 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-52.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-53.gamma\n",
            "W1230 07:02:56.827812 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-53.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-53.beta\n",
            "W1230 07:02:56.827961 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-53.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-54.kernel\n",
            "W1230 07:02:56.828107 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-54.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-55.gamma\n",
            "W1230 07:02:56.828257 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-55.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-55.beta\n",
            "W1230 07:02:56.828417 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-55.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-56.depthwise_kernel\n",
            "W1230 07:02:56.828565 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-56.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-57.gamma\n",
            "W1230 07:02:56.828727 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-57.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-57.beta\n",
            "W1230 07:02:56.828875 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-57.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-58.kernel\n",
            "W1230 07:02:56.829019 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-58.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-59.gamma\n",
            "W1230 07:02:56.829164 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-59.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-59.beta\n",
            "W1230 07:02:56.829320 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-59.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-60.depthwise_kernel\n",
            "W1230 07:02:56.829470 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-60.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-61.gamma\n",
            "W1230 07:02:56.829619 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-61.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-61.beta\n",
            "W1230 07:02:56.829783 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-61.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-62.kernel\n",
            "W1230 07:02:56.829933 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-62.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-63.gamma\n",
            "W1230 07:02:56.830081 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-63.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-63.beta\n",
            "W1230 07:02:56.830228 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-63.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-64.kernel\n",
            "W1230 07:02:56.830386 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-64.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-65.gamma\n",
            "W1230 07:02:56.830533 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-65.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-65.beta\n",
            "W1230 07:02:56.830696 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-65.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-66.kernel\n",
            "W1230 07:02:56.830847 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-66.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-67.gamma\n",
            "W1230 07:02:56.830996 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-67.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-67.beta\n",
            "W1230 07:02:56.831145 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-67.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-68.depthwise_kernel\n",
            "W1230 07:02:56.831292 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-68.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-69.gamma\n",
            "W1230 07:02:56.831451 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-69.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-69.beta\n",
            "W1230 07:02:56.831599 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-69.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-70.kernel\n",
            "W1230 07:02:56.831759 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-70.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-71.gamma\n",
            "W1230 07:02:56.831906 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-71.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-71.beta\n",
            "W1230 07:02:56.832053 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-71.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-72.kernel\n",
            "W1230 07:02:56.832202 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-72.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-73.gamma\n",
            "W1230 07:02:56.832367 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-73.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-73.beta\n",
            "W1230 07:02:56.832517 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-73.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-74.kernel\n",
            "W1230 07:02:56.832678 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-74.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-75.gamma\n",
            "W1230 07:02:56.832833 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-75.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-75.beta\n",
            "W1230 07:02:56.832983 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-75.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-76.kernel\n",
            "W1230 07:02:56.833132 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-76.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-77.gamma\n",
            "W1230 07:02:56.833279 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-77.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-77.beta\n",
            "W1230 07:02:56.833440 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-77.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-78.depthwise_kernel\n",
            "W1230 07:02:56.833592 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-78.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-79.gamma\n",
            "W1230 07:02:56.833754 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-79.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-79.beta\n",
            "W1230 07:02:56.833934 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-79.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-80.kernel\n",
            "W1230 07:02:56.834084 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-80.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-81.gamma\n",
            "W1230 07:02:56.834233 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-81.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-81.beta\n",
            "W1230 07:02:56.834391 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-81.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-82.depthwise_kernel\n",
            "W1230 07:02:56.834540 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-82.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-83.gamma\n",
            "W1230 07:02:56.834701 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-83.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-83.beta\n",
            "W1230 07:02:56.834851 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-83.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-84.kernel\n",
            "W1230 07:02:56.834998 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-84.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-85.gamma\n",
            "W1230 07:02:56.835145 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-85.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-85.beta\n",
            "W1230 07:02:56.835292 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-85.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-86.kernel\n",
            "W1230 07:02:56.835453 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-86.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-87.gamma\n",
            "W1230 07:02:56.835603 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-87.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-87.beta\n",
            "W1230 07:02:56.835766 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-87.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-88.kernel\n",
            "W1230 07:02:56.835917 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-88.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-89.gamma\n",
            "W1230 07:02:56.836066 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-89.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-89.beta\n",
            "W1230 07:02:56.836217 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-89.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-90.depthwise_kernel\n",
            "W1230 07:02:56.836376 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-90.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-91.gamma\n",
            "W1230 07:02:56.836525 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-91.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-91.beta\n",
            "W1230 07:02:56.836686 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-91.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-92.kernel\n",
            "W1230 07:02:56.836890 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-92.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-93.gamma\n",
            "W1230 07:02:56.837047 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-93.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-93.beta\n",
            "W1230 07:02:56.837198 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-93.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-94.kernel\n",
            "W1230 07:02:56.837368 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-94.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-95.gamma\n",
            "W1230 07:02:56.837517 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-95.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-95.beta\n",
            "W1230 07:02:56.837677 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-95.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-96.kernel\n",
            "W1230 07:02:56.837826 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-96.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-97.gamma\n",
            "W1230 07:02:56.837970 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-97.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-97.beta\n",
            "W1230 07:02:56.838116 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.backbone.layer_with_weights-97.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.classes.depthwise_kernel\n",
            "W1230 07:02:56.838260 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.classes.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.classes.pointwise_kernel\n",
            "W1230 07:02:56.838420 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.classes.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.classes.bias\n",
            "W1230 07:02:56.838567 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.classes.bias\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.conv2d.kernel\n",
            "W1230 07:02:56.838732 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.conv2d.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.conv2d.bias\n",
            "W1230 07:02:56.838881 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.conv2d.bias\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.bn.gamma\n",
            "W1230 07:02:56.839030 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.bn.beta\n",
            "W1230 07:02:56.839189 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.0.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.conv2d.kernel\n",
            "W1230 07:02:56.839349 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.conv2d.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.conv2d.bias\n",
            "W1230 07:02:56.839501 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.conv2d.bias\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.bn.gamma\n",
            "W1230 07:02:56.839666 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.bn.beta\n",
            "W1230 07:02:56.839818 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.1.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.conv2d.kernel\n",
            "W1230 07:02:56.839968 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.conv2d.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.conv2d.bias\n",
            "W1230 07:02:56.840119 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.conv2d.bias\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.bn.gamma\n",
            "W1230 07:02:56.840269 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.bn.beta\n",
            "W1230 07:02:56.840427 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.resample_layers.2.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.downsample_layers.0.conv2d.kernel\n",
            "W1230 07:02:56.840578 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.downsample_layers.0.conv2d.kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.downsample_layers.0.conv2d.bias\n",
            "W1230 07:02:56.840742 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.downsample_layers.0.conv2d.bias\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.840893 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.841042 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.841194 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.bn.beta\n",
            "W1230 07:02:56.841357 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.seg_class_net.fnode.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.841507 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.841669 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.841821 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.bn.beta\n",
            "W1230 07:02:56.841972 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.0.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.842119 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.842266 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.842421 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.bn.beta\n",
            "W1230 07:02:56.842568 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.1.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.842730 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.842882 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.843032 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.bn.beta\n",
            "W1230 07:02:56.843183 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.2.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.843338 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.843490 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.843641 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.bn.beta\n",
            "W1230 07:02:56.843808 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.3.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.843970 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.844126 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.844278 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.bn.beta\n",
            "W1230 07:02:56.844438 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.4.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.844591 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.844756 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.844907 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.bn.beta\n",
            "W1230 07:02:56.845059 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.5.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.845207 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.845375 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.845529 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.bn.beta\n",
            "W1230 07:02:56.845691 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.6.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.845841 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.845993 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.846142 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.bn.beta\n",
            "W1230 07:02:56.846290 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.7.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.846451 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.846599 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.846758 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.bn.beta\n",
            "W1230 07:02:56.846905 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.8.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.847051 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.847199 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.847355 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.bn.beta\n",
            "W1230 07:02:56.847503 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.0.fnodes.9.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.847666 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.847822 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.847970 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.bn.beta\n",
            "W1230 07:02:56.848119 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.0.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.848268 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.848432 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.848584 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.bn.beta\n",
            "W1230 07:02:56.848748 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.1.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.848898 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.849048 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.849197 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.bn.beta\n",
            "W1230 07:02:56.849353 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.2.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.849501 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.849666 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.849823 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.bn.beta\n",
            "W1230 07:02:56.849973 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.3.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.850125 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.850281 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.850451 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.bn.beta\n",
            "W1230 07:02:56.850599 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.4.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.850759 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.850907 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.851055 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.bn.beta\n",
            "W1230 07:02:56.851203 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.5.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.851358 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.851505 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.851664 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.bn.beta\n",
            "W1230 07:02:56.851816 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.6.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.851964 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.852113 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.852260 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.bn.beta\n",
            "W1230 07:02:56.852417 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.7.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.852568 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.852733 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.852882 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.bn.beta\n",
            "W1230 07:02:56.853031 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.8.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.853188 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.853343 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.853493 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.bn.beta\n",
            "W1230 07:02:56.853662 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.1.fnodes.9.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.853840 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.853991 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.854139 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.bn.beta\n",
            "W1230 07:02:56.854287 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.0.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.854452 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.854603 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.854950 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.bn.beta\n",
            "W1230 07:02:56.855108 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.1.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.855263 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.855430 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.855585 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.bn.beta\n",
            "W1230 07:02:56.855751 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.2.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.855904 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.856054 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.856203 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.bn.beta\n",
            "W1230 07:02:56.856361 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.3.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.856512 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.856679 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.856833 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.bn.beta\n",
            "W1230 07:02:56.856983 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.4.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.857131 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.857277 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.857439 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.bn.beta\n",
            "W1230 07:02:56.857590 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.5.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.857753 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.857902 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.858050 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.bn.beta\n",
            "W1230 07:02:56.858203 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.6.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.858363 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.858515 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.858679 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.bn.beta\n",
            "W1230 07:02:56.858831 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.7.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.858979 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.859129 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.859277 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.bn.beta\n",
            "W1230 07:02:56.859440 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.8.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.859593 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.859759 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.859910 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.bn.beta\n",
            "W1230 07:02:56.860060 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.2.fnodes.9.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.860254 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.860421 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.860572 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.bn.beta\n",
            "W1230 07:02:56.860750 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.0.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.860901 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.861052 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.861203 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.bn.beta\n",
            "W1230 07:02:56.861362 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.1.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.861511 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.861670 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.861821 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.bn.beta\n",
            "W1230 07:02:56.861969 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.2.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.862118 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.862267 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.862427 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.bn.beta\n",
            "W1230 07:02:56.862577 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.3.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.862740 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.862893 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.863042 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.bn.beta\n",
            "W1230 07:02:56.863192 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.4.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.863349 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.863498 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.863660 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.bn.beta\n",
            "W1230 07:02:56.863814 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.5.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.863964 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.864113 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.864263 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.bn.beta\n",
            "W1230 07:02:56.864429 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.6.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.864579 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.864744 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.864898 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.bn.beta\n",
            "W1230 07:02:56.865048 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.7.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.865198 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.865360 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.865522 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.bn.beta\n",
            "W1230 07:02:56.865684 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.8.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "W1230 07:02:56.865835 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.conv_op.depthwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "W1230 07:02:56.865985 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.conv_op.pointwise_kernel\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.bn.gamma\n",
            "W1230 07:02:56.866133 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.bn.gamma\n",
            "WARNING:tensorflow:Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.bn.beta\n",
            "W1230 07:02:56.866280 139725080364928 util.py:182] Unresolved object in checkpoint: (root).optimizer.base_optimizer's state 'momentum' for (root).model.fpn_cells.cells.3.fnodes.9.op_after_combine.bn.beta\n",
            "WARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\n",
            "W1230 07:02:56.866444 139725080364928 util.py:190] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13286fcf10>, because it is not built.\n",
            "W1230 07:03:06.993840 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13286fcf10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328526410>, because it is not built.\n",
            "W1230 07:03:06.994147 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328526410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328402410>, because it is not built.\n",
            "W1230 07:03:06.995592 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328402410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132860bf50>, because it is not built.\n",
            "W1230 07:03:06.995806 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132860bf50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e0d0>, because it is not built.\n",
            "W1230 07:03:06.997235 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e0d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13287002d0>, because it is not built.\n",
            "W1230 07:03:06.997447 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13287002d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328497b10>, because it is not built.\n",
            "W1230 07:03:07.000184 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328497b10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328572d10>, because it is not built.\n",
            "W1230 07:03:07.001718 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328572d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13904ef890>, because it is not built.\n",
            "W1230 07:03:07.001945 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13904ef890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132851f6d0>, because it is not built.\n",
            "W1230 07:03:07.003496 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132851f6d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132855da90>, because it is not built.\n",
            "W1230 07:03:07.003722 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132855da90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284dcf10>, because it is not built.\n",
            "W1230 07:03:07.005171 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284dcf10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13902526d0>, because it is not built.\n",
            "W1230 07:03:07.005357 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13902526d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328700650>, because it is not built.\n",
            "W1230 07:03:07.008157 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328700650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a5513590>, because it is not built.\n",
            "W1230 07:03:07.008348 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a5513590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132860ba10>, because it is not built.\n",
            "W1230 07:03:07.009803 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132860ba10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390433e50>, because it is not built.\n",
            "W1230 07:03:07.009994 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390433e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cc410>, because it is not built.\n",
            "W1230 07:03:07.044571 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cc410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390347f50>, because it is not built.\n",
            "W1230 07:03:07.044893 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390347f50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328605950>, because it is not built.\n",
            "W1230 07:03:07.046592 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328605950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f139048ac10>, because it is not built.\n",
            "W1230 07:03:07.046805 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f139048ac10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a548a650>, because it is not built.\n",
            "W1230 07:03:07.071213 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a548a650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161750>, because it is not built.\n",
            "W1230 07:03:07.071476 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328158850>, because it is not built.\n",
            "W1230 07:03:07.072921 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328158850>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328158610>, because it is not built.\n",
            "W1230 07:03:07.073104 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328158610>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132836ea90>, because it is not built.\n",
            "W1230 07:03:07.095938 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132836ea90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328338310>, because it is not built.\n",
            "W1230 07:03:07.096235 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328338310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144490>, because it is not built.\n",
            "W1230 07:03:07.097696 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144490>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328144050>, because it is not built.\n",
            "W1230 07:03:07.097903 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328144050>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d950>, because it is not built.\n",
            "W1230 07:03:07.123411 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ee10>, because it is not built.\n",
            "W1230 07:03:07.123733 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ee10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cf690>, because it is not built.\n",
            "W1230 07:03:07.125113 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cf690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ef10>, because it is not built.\n",
            "W1230 07:03:07.125307 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ef10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328169290>, because it is not built.\n",
            "W1230 07:03:07.148743 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328169290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13284dcf50>, because it is not built.\n",
            "W1230 07:03:07.149023 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13284dcf50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132844a990>, because it is not built.\n",
            "W1230 07:03:07.150506 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132844a990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328387e90>, because it is not built.\n",
            "W1230 07:03:07.150710 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328387e90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132839a410>, because it is not built.\n",
            "W1230 07:03:07.173454 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132839a410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390464890>, because it is not built.\n",
            "W1230 07:03:07.173693 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390464890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282e38d0>, because it is not built.\n",
            "W1230 07:03:07.175043 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282e38d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282e3210>, because it is not built.\n",
            "W1230 07:03:07.175226 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282e3210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144890>, because it is not built.\n",
            "W1230 07:03:07.176708 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328174990>, because it is not built.\n",
            "W1230 07:03:07.176947 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328174990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215e50>, because it is not built.\n",
            "W1230 07:03:07.201969 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328268890>, because it is not built.\n",
            "W1230 07:03:07.202259 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328268890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215bd0>, because it is not built.\n",
            "W1230 07:03:07.203551 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215bd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13285ef450>, because it is not built.\n",
            "W1230 07:03:07.203746 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13285ef450>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13283ba950>, because it is not built.\n",
            "W1230 07:03:07.205290 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13283ba950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13283ba6d0>, because it is not built.\n",
            "W1230 07:03:07.205483 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13283ba6d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328283350>, because it is not built.\n",
            "W1230 07:03:07.237043 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328283350>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328364710>, because it is not built.\n",
            "W1230 07:03:07.237450 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328364710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e650>, because it is not built.\n",
            "W1230 07:03:07.239285 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132851f410>, because it is not built.\n",
            "W1230 07:03:07.239507 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132851f410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835efd0>, because it is not built.\n",
            "W1230 07:03:07.240981 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835efd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161810>, because it is not built.\n",
            "W1230 07:03:07.241172 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328268110>, because it is not built.\n",
            "W1230 07:03:07.263783 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328268110>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328180390>, because it is not built.\n",
            "W1230 07:03:07.264025 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328180390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d6d0>, because it is not built.\n",
            "W1230 07:03:07.265390 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d6d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8690>, because it is not built.\n",
            "W1230 07:03:07.265599 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816df90>, because it is not built.\n",
            "W1230 07:03:07.267005 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816df90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8550>, because it is not built.\n",
            "W1230 07:03:07.267206 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13904ba710>, because it is not built.\n",
            "W1230 07:03:07.291083 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13904ba710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281b0210>, because it is not built.\n",
            "W1230 07:03:07.291326 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281b0210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328458290>, because it is not built.\n",
            "W1230 07:03:07.292680 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328458290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54b9690>, because it is not built.\n",
            "W1230 07:03:07.292920 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54b9690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54c9ed0>, because it is not built.\n",
            "W1230 07:03:07.329745 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54c9ed0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328640150>, because it is not built.\n",
            "W1230 07:03:07.330011 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328640150>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13902d3890>, because it is not built.\n",
            "W1230 07:03:07.331446 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13902d3890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831e090>, because it is not built.\n",
            "W1230 07:03:07.331659 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831e090>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170850>, because it is not built.\n",
            "W1230 07:03:07.355048 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170850>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54cab50>, because it is not built.\n",
            "W1230 07:03:07.355344 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54cab50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170310>, because it is not built.\n",
            "W1230 07:03:07.356781 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390429e10>, because it is not built.\n",
            "W1230 07:03:07.356996 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390429e10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328233d10>, because it is not built.\n",
            "W1230 07:03:07.379810 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328233d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390419f10>, because it is not built.\n",
            "W1230 07:03:07.380069 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390419f10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ef690>, because it is not built.\n",
            "W1230 07:03:07.382987 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ef690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328245c90>, because it is not built.\n",
            "W1230 07:03:07.383208 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328245c90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282369d0>, because it is not built.\n",
            "W1230 07:03:07.406338 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282369d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328233f50>, because it is not built.\n",
            "W1230 07:03:07.406610 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328233f50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281a8690>, because it is not built.\n",
            "W1230 07:03:07.407955 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281a8690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54babd0>, because it is not built.\n",
            "W1230 07:03:07.408138 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54babd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328289e50>, because it is not built.\n",
            "W1230 07:03:07.439155 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328289e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282366d0>, because it is not built.\n",
            "W1230 07:03:07.439508 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282366d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328271a90>, because it is not built.\n",
            "W1230 07:03:07.440984 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328271a90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328271e50>, because it is not built.\n",
            "W1230 07:03:07.441159 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328271e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323390>, because it is not built.\n",
            "W1230 07:03:07.464592 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328289810>, because it is not built.\n",
            "W1230 07:03:07.464910 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328289810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323dd0>, because it is not built.\n",
            "W1230 07:03:07.466376 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323dd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132825e450>, because it is not built.\n",
            "W1230 07:03:07.466566 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132825e450>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328320b10>, because it is not built.\n",
            "W1230 07:03:07.467932 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328320b10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328320fd0>, because it is not built.\n",
            "W1230 07:03:07.468110 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328320fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6410>, because it is not built.\n",
            "W1230 07:03:07.492989 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328326fd0>, because it is not built.\n",
            "W1230 07:03:07.493273 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328326fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6e50>, because it is not built.\n",
            "W1230 07:03:07.494725 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831f310>, because it is not built.\n",
            "W1230 07:03:07.494942 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831f310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f9b90>, because it is not built.\n",
            "W1230 07:03:07.496297 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f9b90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281f9fd0>, because it is not built.\n",
            "W1230 07:03:07.496487 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281f9fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c5750>, because it is not built.\n",
            "W1230 07:03:07.520065 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c5750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d4a10>, because it is not built.\n",
            "W1230 07:03:07.520349 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d4a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281af290>, because it is not built.\n",
            "W1230 07:03:07.521807 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281af290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281ec790>, because it is not built.\n",
            "W1230 07:03:07.522004 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281ec790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281afd50>, because it is not built.\n",
            "W1230 07:03:07.523349 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281afd50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d8a10>, because it is not built.\n",
            "W1230 07:03:07.523525 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d8a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ce750>, because it is not built.\n",
            "W1230 07:03:07.546871 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ce750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132820dad0>, because it is not built.\n",
            "W1230 07:03:07.547127 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132820dad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6390>, because it is not built.\n",
            "W1230 07:03:07.548529 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281998d0>, because it is not built.\n",
            "W1230 07:03:07.548716 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281998d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6e90>, because it is not built.\n",
            "W1230 07:03:07.550149 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6e90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132819d690>, because it is not built.\n",
            "W1230 07:03:07.550364 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132819d690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328163550>, because it is not built.\n",
            "W1230 07:03:07.575010 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328163550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281c2750>, because it is not built.\n",
            "W1230 07:03:07.575353 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281c2750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132818c250>, because it is not built.\n",
            "W1230 07:03:07.576868 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132818c250>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328154790>, because it is not built.\n",
            "W1230 07:03:07.577054 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328154790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e5950>, because it is not built.\n",
            "W1230 07:03:07.615461 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e5950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280e4ad0>, because it is not built.\n",
            "W1230 07:03:07.615737 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280e4ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e9590>, because it is not built.\n",
            "W1230 07:03:07.617429 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e9590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280d8d10>, because it is not built.\n",
            "W1230 07:03:07.617632 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280d8d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132843da90>, because it is not built.\n",
            "W1230 07:03:07.646861 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132843da90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843ded0>, because it is not built.\n",
            "W1230 07:03:07.647209 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843ded0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284236d0>, because it is not built.\n",
            "W1230 07:03:07.649239 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284236d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280f5f50>, because it is not built.\n",
            "W1230 07:03:07.649464 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280f5f50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280c7ad0>, because it is not built.\n",
            "W1230 07:03:07.683826 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280c7ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280c7f10>, because it is not built.\n",
            "W1230 07:03:07.684185 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280c7f10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b6710>, because it is not built.\n",
            "W1230 07:03:07.686554 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b6710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843f210>, because it is not built.\n",
            "W1230 07:03:07.686795 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843f210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b7b50>, because it is not built.\n",
            "W1230 07:03:07.710234 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b7b50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7f90>, because it is not built.\n",
            "W1230 07:03:07.710458 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7f90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280bf790>, because it is not built.\n",
            "W1230 07:03:07.711913 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280bf790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132809df10>, because it is not built.\n",
            "W1230 07:03:07.712125 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132809df10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328122c90>, because it is not built.\n",
            "W1230 07:03:07.734289 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328122c90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7490>, because it is not built.\n",
            "W1230 07:03:07.734529 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7490>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281278d0>, because it is not built.\n",
            "W1230 07:03:07.735894 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281278d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328129390>, because it is not built.\n",
            "W1230 07:03:07.736071 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328129390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805b250>, because it is not built.\n",
            "W1230 07:03:07.760347 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805b250>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281227d0>, because it is not built.\n",
            "W1230 07:03:07.760587 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281227d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805be10>, because it is not built.\n",
            "W1230 07:03:07.761983 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805be10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281412d0>, because it is not built.\n",
            "W1230 07:03:07.762192 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281412d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805ea10>, because it is not built.\n",
            "W1230 07:03:07.763696 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805ea10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132805edd0>, because it is not built.\n",
            "W1230 07:03:07.763890 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132805edd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081390>, because it is not built.\n",
            "W1230 07:03:07.786776 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328056d50>, because it is not built.\n",
            "W1230 07:03:07.787040 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328056d50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081a50>, because it is not built.\n",
            "W1230 07:03:07.788432 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081a50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132806b210>, because it is not built.\n",
            "W1230 07:03:07.788617 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132806b210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328086b50>, because it is not built.\n",
            "W1230 07:03:07.790109 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328086b50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328086fd0>, because it is not built.\n",
            "W1230 07:03:07.790292 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328086fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328026590>, because it is not built.\n",
            "W1230 07:03:07.813400 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328026590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132807fd50>, because it is not built.\n",
            "W1230 07:03:07.813663 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132807fd50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802b290>, because it is not built.\n",
            "W1230 07:03:07.815232 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802b290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328014790>, because it is not built.\n",
            "W1230 07:03:07.815417 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328014790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802bd50>, because it is not built.\n",
            "W1230 07:03:07.816759 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802bd50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132801d9d0>, because it is not built.\n",
            "W1230 07:03:07.816963 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132801d9d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132804f790>, because it is not built.\n",
            "W1230 07:03:07.842737 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132804f790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328024ad0>, because it is not built.\n",
            "W1230 07:03:07.843058 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328024ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbe3d0>, because it is not built.\n",
            "W1230 07:03:07.845402 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbe3d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132803a650>, because it is not built.\n",
            "W1230 07:03:07.845620 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132803a650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbee10>, because it is not built.\n",
            "W1230 07:03:07.847733 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbee10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328043650>, because it is not built.\n",
            "W1230 07:03:07.847965 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328043650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe0550>, because it is not built.\n",
            "W1230 07:03:07.875360 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe0550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132804a990>, because it is not built.\n",
            "W1230 07:03:07.875598 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132804a990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe4250>, because it is not built.\n",
            "W1230 07:03:07.877099 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe4250>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fcb7d0>, because it is not built.\n",
            "W1230 07:03:07.877326 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fcb7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82990>, because it is not built.\n",
            "W1230 07:03:07.911592 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f82f90>, because it is not built.\n",
            "W1230 07:03:07.911899 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f82f90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f855d0>, because it is not built.\n",
            "W1230 07:03:07.913570 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f855d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ff6d50>, because it is not built.\n",
            "W1230 07:03:07.913780 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ff6d50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fa6ad0>, because it is not built.\n",
            "W1230 07:03:07.938341 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fa6ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fa6f10>, because it is not built.\n",
            "W1230 07:03:07.938636 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fa6f10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312faa710>, because it is not built.\n",
            "W1230 07:03:07.940611 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312faa710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f96290>, because it is not built.\n",
            "W1230 07:03:07.940843 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f96290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f49b50>, because it is not built.\n",
            "W1230 07:03:07.964446 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f49b50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f49f90>, because it is not built.\n",
            "W1230 07:03:07.964750 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f49f90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f4c790>, because it is not built.\n",
            "W1230 07:03:07.966145 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f4c790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fb9a10>, because it is not built.\n",
            "W1230 07:03:07.966332 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fb9a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6cb90>, because it is not built.\n",
            "W1230 07:03:07.995345 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6cb90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6cfd0>, because it is not built.\n",
            "W1230 07:03:07.995620 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6cfd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6f7d0>, because it is not built.\n",
            "W1230 07:03:07.997091 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6f7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f60a10>, because it is not built.\n",
            "W1230 07:03:07.997287 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f60a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f0ed10>, because it is not built.\n",
            "W1230 07:03:08.022470 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f0ed10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6c4d0>, because it is not built.\n",
            "W1230 07:03:08.022755 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6c4d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f12910>, because it is not built.\n",
            "W1230 07:03:08.024161 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f12910>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f7db50>, because it is not built.\n",
            "W1230 07:03:08.024371 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f7db50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33290>, because it is not built.\n",
            "W1230 07:03:08.345812 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f0e850>, because it is not built.\n",
            "W1230 07:03:08.346094 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f0e850>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33e50>, because it is not built.\n",
            "W1230 07:03:08.347513 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f21310>, because it is not built.\n",
            "W1230 07:03:08.347718 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f21310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f39a50>, because it is not built.\n",
            "W1230 07:03:08.349191 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f39a50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f39fd0>, because it is not built.\n",
            "W1230 07:03:08.349400 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f39fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edd410>, because it is not built.\n",
            "W1230 07:03:08.372036 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edd410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f30b90>, because it is not built.\n",
            "W1230 07:03:08.372323 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f30b90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edde50>, because it is not built.\n",
            "W1230 07:03:08.373749 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edde50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ec7290>, because it is not built.\n",
            "W1230 07:03:08.373964 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ec7290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312ee0bd0>, because it is not built.\n",
            "W1230 07:03:08.375398 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312ee0bd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ee0fd0>, because it is not built.\n",
            "W1230 07:03:08.375577 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ee0fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e825d0>, because it is not built.\n",
            "W1230 07:03:08.398283 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e825d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ed9e10>, because it is not built.\n",
            "W1230 07:03:08.398494 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ed9e10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85290>, because it is not built.\n",
            "W1230 07:03:08.401154 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef0810>, because it is not built.\n",
            "W1230 07:03:08.401348 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef0810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85c90>, because it is not built.\n",
            "W1230 07:03:08.402717 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85c90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef99d0>, because it is not built.\n",
            "W1230 07:03:08.402925 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef99d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaa7d0>, because it is not built.\n",
            "W1230 07:03:08.428850 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaa7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e7fe50>, because it is not built.\n",
            "W1230 07:03:08.429075 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e7fe50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaf410>, because it is not built.\n",
            "W1230 07:03:08.430568 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaf410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e98990>, because it is not built.\n",
            "W1230 07:03:08.430786 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e98990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eafa50>, because it is not built.\n",
            "W1230 07:03:08.432172 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eafa50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea0790>, because it is not built.\n",
            "W1230 07:03:08.432378 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea0790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e53610>, because it is not built.\n",
            "W1230 07:03:08.455902 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e53610>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea76d0>, because it is not built.\n",
            "W1230 07:03:08.456136 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea76d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e562d0>, because it is not built.\n",
            "W1230 07:03:08.457573 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e562d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ebc890>, because it is not built.\n",
            "W1230 07:03:08.457777 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ebc890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312dda610>, because it is not built.\n",
            "W1230 07:03:08.504147 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312dda610>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d96d10>, because it is not built.\n",
            "W1230 07:03:08.504468 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d96d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d4b590>, because it is not built.\n",
            "W1230 07:03:08.506021 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d4b590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f050>, because it is not built.\n",
            "W1230 07:03:08.506236 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f050>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e2a150>, because it is not built.\n",
            "W1230 07:03:08.507551 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e2a150>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f7d0>, because it is not built.\n",
            "W1230 07:03:08.507743 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d8f810>, because it is not built.\n",
            "W1230 07:03:08.509158 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d8f810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8fe90>, because it is not built.\n",
            "W1230 07:03:08.509372 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8fe90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82550>, because it is not built.\n",
            "W1230 07:03:08.510972 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f4d0>, because it is not built.\n",
            "W1230 07:03:08.511184 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f4d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e71b90>, because it is not built.\n",
            "W1230 07:03:08.512561 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e71b90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312dfdcd0>, because it is not built.\n",
            "W1230 07:03:08.512750 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312dfdcd0>, because it is not built.\n",
            "2021-12-30 07:03:26.104207: W tensorflow/python/util/util.cc:368] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them.\n",
            "W1230 07:04:15.812932 139725080364928 save.py:268] Found untraced functions such as seg_class_fusion_layer_call_fn, seg_class_fusion_layer_call_and_return_conditional_losses, conv2d_layer_call_fn, conv2d_layer_call_and_return_conditional_losses, bn_layer_call_fn while saving (showing 5 of 1180). These functions will not be directly callable after loading.\n",
            "INFO:tensorflow:Assets written to: /tmp/tmprr2x17er/assets\n",
            "I1230 07:04:28.275448 139725080364928 builder_impl.py:784] Assets written to: /tmp/tmprr2x17er/assets\n",
            "I1230 07:05:23.444807 139725080364928 lite.py:940] Using new converter: If you encounter a problem please file a bug. You can opt-out by setting experimental_new_converter=False\n",
            "2021-12-30 07:05:24.121480: W tensorflow/compiler/mlir/lite/python/tf_tfl_flatbuffer_helpers.cc:363] Ignored output_format.\n",
            "2021-12-30 07:05:24.121543: W tensorflow/compiler/mlir/lite/python/tf_tfl_flatbuffer_helpers.cc:366] Ignored drop_control_dependency.\n",
            "Estimated count of arithmetic ops: 4.770 G  ops, equivalently 2.385 G  MACs\n",
            "W1230 07:05:30.960376 139725080364928 lite.py:742] Buffer deduplication procedure will be skipped when flatbuffer library is not properly loaded\n",
            "TfLite model exported to /content/autoseg_edgetpu_s.tflite\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13286fcf10>, because it is not built.\n",
            "W1230 07:05:41.262765 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13286fcf10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328526410>, because it is not built.\n",
            "W1230 07:05:41.263072 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328526410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328402410>, because it is not built.\n",
            "W1230 07:05:41.264494 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328402410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132860bf50>, because it is not built.\n",
            "W1230 07:05:41.264691 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132860bf50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e0d0>, because it is not built.\n",
            "W1230 07:05:41.266041 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e0d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13287002d0>, because it is not built.\n",
            "W1230 07:05:41.266223 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13287002d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328497b10>, because it is not built.\n",
            "W1230 07:05:41.270114 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328497b10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328572d10>, because it is not built.\n",
            "W1230 07:05:41.272187 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328572d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13904ef890>, because it is not built.\n",
            "W1230 07:05:41.272392 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13904ef890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132851f6d0>, because it is not built.\n",
            "W1230 07:05:41.273893 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132851f6d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132855da90>, because it is not built.\n",
            "W1230 07:05:41.274073 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132855da90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284dcf10>, because it is not built.\n",
            "W1230 07:05:41.275447 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284dcf10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13902526d0>, because it is not built.\n",
            "W1230 07:05:41.275629 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13902526d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328700650>, because it is not built.\n",
            "W1230 07:05:41.277060 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328700650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a5513590>, because it is not built.\n",
            "W1230 07:05:41.277242 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a5513590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132860ba10>, because it is not built.\n",
            "W1230 07:05:41.278584 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132860ba10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390433e50>, because it is not built.\n",
            "W1230 07:05:41.278790 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390433e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cc410>, because it is not built.\n",
            "W1230 07:05:41.311363 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cc410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390347f50>, because it is not built.\n",
            "W1230 07:05:41.311578 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390347f50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328605950>, because it is not built.\n",
            "W1230 07:05:41.313052 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328605950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f139048ac10>, because it is not built.\n",
            "W1230 07:05:41.313234 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f139048ac10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a548a650>, because it is not built.\n",
            "W1230 07:05:41.335626 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a548a650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161750>, because it is not built.\n",
            "W1230 07:05:41.335888 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328158850>, because it is not built.\n",
            "W1230 07:05:41.337224 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328158850>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328158610>, because it is not built.\n",
            "W1230 07:05:41.337411 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328158610>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132836ea90>, because it is not built.\n",
            "W1230 07:05:41.360141 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132836ea90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328338310>, because it is not built.\n",
            "W1230 07:05:41.360372 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328338310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144490>, because it is not built.\n",
            "W1230 07:05:41.363228 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144490>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328144050>, because it is not built.\n",
            "W1230 07:05:41.363441 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328144050>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d950>, because it is not built.\n",
            "W1230 07:05:41.387731 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ee10>, because it is not built.\n",
            "W1230 07:05:41.387996 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ee10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cf690>, because it is not built.\n",
            "W1230 07:05:41.389433 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54cf690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ef10>, because it is not built.\n",
            "W1230 07:05:41.389634 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132836ef10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328169290>, because it is not built.\n",
            "W1230 07:05:41.412634 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328169290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13284dcf50>, because it is not built.\n",
            "W1230 07:05:41.412957 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13284dcf50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132844a990>, because it is not built.\n",
            "W1230 07:05:41.414428 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132844a990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328387e90>, because it is not built.\n",
            "W1230 07:05:41.414629 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328387e90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132839a410>, because it is not built.\n",
            "W1230 07:05:41.438020 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132839a410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390464890>, because it is not built.\n",
            "W1230 07:05:41.438251 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390464890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282e38d0>, because it is not built.\n",
            "W1230 07:05:41.439762 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282e38d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282e3210>, because it is not built.\n",
            "W1230 07:05:41.439983 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282e3210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144890>, because it is not built.\n",
            "W1230 07:05:41.441440 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328144890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328174990>, because it is not built.\n",
            "W1230 07:05:41.441617 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328174990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215e50>, because it is not built.\n",
            "W1230 07:05:41.466300 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328268890>, because it is not built.\n",
            "W1230 07:05:41.466593 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328268890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215bd0>, because it is not built.\n",
            "W1230 07:05:41.468029 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328215bd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13285ef450>, because it is not built.\n",
            "W1230 07:05:41.468234 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13285ef450>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13283ba950>, because it is not built.\n",
            "W1230 07:05:41.469702 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13283ba950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13283ba6d0>, because it is not built.\n",
            "W1230 07:05:41.469922 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13283ba6d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328283350>, because it is not built.\n",
            "W1230 07:05:41.503102 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328283350>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328364710>, because it is not built.\n",
            "W1230 07:05:41.503374 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328364710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e650>, because it is not built.\n",
            "W1230 07:05:41.504884 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835e650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132851f410>, because it is not built.\n",
            "W1230 07:05:41.505072 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132851f410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835efd0>, because it is not built.\n",
            "W1230 07:05:41.506505 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132835efd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161810>, because it is not built.\n",
            "W1230 07:05:41.506706 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328161810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328268110>, because it is not built.\n",
            "W1230 07:05:41.529198 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328268110>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328180390>, because it is not built.\n",
            "W1230 07:05:41.529443 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328180390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d6d0>, because it is not built.\n",
            "W1230 07:05:41.530893 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816d6d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8690>, because it is not built.\n",
            "W1230 07:05:41.531083 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816df90>, because it is not built.\n",
            "W1230 07:05:41.532510 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132816df90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8550>, because it is not built.\n",
            "W1230 07:05:41.532716 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281e8550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13904ba710>, because it is not built.\n",
            "W1230 07:05:41.557107 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13904ba710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281b0210>, because it is not built.\n",
            "W1230 07:05:41.557393 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281b0210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328458290>, because it is not built.\n",
            "W1230 07:05:41.558831 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328458290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54b9690>, because it is not built.\n",
            "W1230 07:05:41.559013 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54b9690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54c9ed0>, because it is not built.\n",
            "W1230 07:05:41.593618 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13a54c9ed0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328640150>, because it is not built.\n",
            "W1230 07:05:41.593965 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328640150>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13902d3890>, because it is not built.\n",
            "W1230 07:05:41.595509 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13902d3890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831e090>, because it is not built.\n",
            "W1230 07:05:41.595779 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831e090>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170850>, because it is not built.\n",
            "W1230 07:05:41.620949 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170850>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54cab50>, because it is not built.\n",
            "W1230 07:05:41.621191 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54cab50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170310>, because it is not built.\n",
            "W1230 07:05:41.622659 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328170310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390429e10>, because it is not built.\n",
            "W1230 07:05:41.622895 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390429e10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328233d10>, because it is not built.\n",
            "W1230 07:05:41.646305 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328233d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390419f10>, because it is not built.\n",
            "W1230 07:05:41.646533 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1390419f10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ef690>, because it is not built.\n",
            "W1230 07:05:41.647927 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ef690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328245c90>, because it is not built.\n",
            "W1230 07:05:41.648102 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328245c90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282369d0>, because it is not built.\n",
            "W1230 07:05:41.670000 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13282369d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328233f50>, because it is not built.\n",
            "W1230 07:05:41.670282 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328233f50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281a8690>, because it is not built.\n",
            "W1230 07:05:41.671951 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281a8690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54babd0>, because it is not built.\n",
            "W1230 07:05:41.672165 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13a54babd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328289e50>, because it is not built.\n",
            "W1230 07:05:41.705590 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328289e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282366d0>, because it is not built.\n",
            "W1230 07:05:41.705932 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13282366d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328271a90>, because it is not built.\n",
            "W1230 07:05:41.707424 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328271a90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328271e50>, because it is not built.\n",
            "W1230 07:05:41.707597 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328271e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323390>, because it is not built.\n",
            "W1230 07:05:41.730769 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328289810>, because it is not built.\n",
            "W1230 07:05:41.731051 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328289810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323dd0>, because it is not built.\n",
            "W1230 07:05:41.733764 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328323dd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132825e450>, because it is not built.\n",
            "W1230 07:05:41.733994 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132825e450>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328320b10>, because it is not built.\n",
            "W1230 07:05:41.735428 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328320b10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328320fd0>, because it is not built.\n",
            "W1230 07:05:41.735602 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328320fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6410>, because it is not built.\n",
            "W1230 07:05:41.758019 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328326fd0>, because it is not built.\n",
            "W1230 07:05:41.758298 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328326fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6e50>, because it is not built.\n",
            "W1230 07:05:41.759778 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f6e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831f310>, because it is not built.\n",
            "W1230 07:05:41.759996 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132831f310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f9b90>, because it is not built.\n",
            "W1230 07:05:41.761306 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281f9b90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281f9fd0>, because it is not built.\n",
            "W1230 07:05:41.761481 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281f9fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c5750>, because it is not built.\n",
            "W1230 07:05:41.785596 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c5750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d4a10>, because it is not built.\n",
            "W1230 07:05:41.785895 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d4a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281af290>, because it is not built.\n",
            "W1230 07:05:41.787270 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281af290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281ec790>, because it is not built.\n",
            "W1230 07:05:41.787469 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281ec790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281afd50>, because it is not built.\n",
            "W1230 07:05:41.789063 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281afd50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d8a10>, because it is not built.\n",
            "W1230 07:05:41.789275 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281d8a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ce750>, because it is not built.\n",
            "W1230 07:05:41.813016 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281ce750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132820dad0>, because it is not built.\n",
            "W1230 07:05:41.813281 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132820dad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6390>, because it is not built.\n",
            "W1230 07:05:41.816058 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281998d0>, because it is not built.\n",
            "W1230 07:05:41.816288 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281998d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6e90>, because it is not built.\n",
            "W1230 07:05:41.817878 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281c6e90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132819d690>, because it is not built.\n",
            "W1230 07:05:41.818058 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132819d690>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328163550>, because it is not built.\n",
            "W1230 07:05:41.839873 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328163550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281c2750>, because it is not built.\n",
            "W1230 07:05:41.840104 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281c2750>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132818c250>, because it is not built.\n",
            "W1230 07:05:41.841398 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132818c250>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328154790>, because it is not built.\n",
            "W1230 07:05:41.841587 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328154790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e5950>, because it is not built.\n",
            "W1230 07:05:41.875114 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e5950>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280e4ad0>, because it is not built.\n",
            "W1230 07:05:41.875371 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280e4ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e9590>, because it is not built.\n",
            "W1230 07:05:41.878321 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280e9590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280d8d10>, because it is not built.\n",
            "W1230 07:05:41.878553 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280d8d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132843da90>, because it is not built.\n",
            "W1230 07:05:41.907729 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132843da90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843ded0>, because it is not built.\n",
            "W1230 07:05:41.908007 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843ded0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284236d0>, because it is not built.\n",
            "W1230 07:05:41.910027 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13284236d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280f5f50>, because it is not built.\n",
            "W1230 07:05:41.910257 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280f5f50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280c7ad0>, because it is not built.\n",
            "W1230 07:05:41.934191 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280c7ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280c7f10>, because it is not built.\n",
            "W1230 07:05:41.934416 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280c7f10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b6710>, because it is not built.\n",
            "W1230 07:05:41.935856 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b6710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843f210>, because it is not built.\n",
            "W1230 07:05:41.936063 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132843f210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b7b50>, because it is not built.\n",
            "W1230 07:05:41.958425 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280b7b50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7f90>, because it is not built.\n",
            "W1230 07:05:41.958636 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7f90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280bf790>, because it is not built.\n",
            "W1230 07:05:41.960056 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13280bf790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132809df10>, because it is not built.\n",
            "W1230 07:05:41.960245 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132809df10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328122c90>, because it is not built.\n",
            "W1230 07:05:41.982594 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328122c90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7490>, because it is not built.\n",
            "W1230 07:05:41.982874 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13280b7490>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281278d0>, because it is not built.\n",
            "W1230 07:05:41.984263 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f13281278d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328129390>, because it is not built.\n",
            "W1230 07:05:41.984439 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328129390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805b250>, because it is not built.\n",
            "W1230 07:05:42.008549 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805b250>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281227d0>, because it is not built.\n",
            "W1230 07:05:42.008868 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281227d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805be10>, because it is not built.\n",
            "W1230 07:05:42.010409 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805be10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281412d0>, because it is not built.\n",
            "W1230 07:05:42.010605 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f13281412d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805ea10>, because it is not built.\n",
            "W1230 07:05:42.012119 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132805ea10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132805edd0>, because it is not built.\n",
            "W1230 07:05:42.012327 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132805edd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081390>, because it is not built.\n",
            "W1230 07:05:42.036715 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081390>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328056d50>, because it is not built.\n",
            "W1230 07:05:42.037024 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328056d50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081a50>, because it is not built.\n",
            "W1230 07:05:42.038467 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328081a50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132806b210>, because it is not built.\n",
            "W1230 07:05:42.038682 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132806b210>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328086b50>, because it is not built.\n",
            "W1230 07:05:42.040171 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328086b50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328086fd0>, because it is not built.\n",
            "W1230 07:05:42.040410 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328086fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328026590>, because it is not built.\n",
            "W1230 07:05:42.063423 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1328026590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132807fd50>, because it is not built.\n",
            "W1230 07:05:42.063625 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132807fd50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802b290>, because it is not built.\n",
            "W1230 07:05:42.065282 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802b290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328014790>, because it is not built.\n",
            "W1230 07:05:42.065471 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328014790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802bd50>, because it is not built.\n",
            "W1230 07:05:42.066771 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132802bd50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132801d9d0>, because it is not built.\n",
            "W1230 07:05:42.067018 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132801d9d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132804f790>, because it is not built.\n",
            "W1230 07:05:42.098109 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f132804f790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328024ad0>, because it is not built.\n",
            "W1230 07:05:42.098437 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328024ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbe3d0>, because it is not built.\n",
            "W1230 07:05:42.100895 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbe3d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132803a650>, because it is not built.\n",
            "W1230 07:05:42.101112 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132803a650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbee10>, because it is not built.\n",
            "W1230 07:05:42.103288 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fbee10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328043650>, because it is not built.\n",
            "W1230 07:05:42.103501 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1328043650>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe0550>, because it is not built.\n",
            "W1230 07:05:42.138094 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe0550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132804a990>, because it is not built.\n",
            "W1230 07:05:42.138397 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f132804a990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe4250>, because it is not built.\n",
            "W1230 07:05:42.139966 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fe4250>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fcb7d0>, because it is not built.\n",
            "W1230 07:05:42.140141 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fcb7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82990>, because it is not built.\n",
            "W1230 07:05:42.174716 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f82f90>, because it is not built.\n",
            "W1230 07:05:42.175039 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f82f90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f855d0>, because it is not built.\n",
            "W1230 07:05:42.176461 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f855d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ff6d50>, because it is not built.\n",
            "W1230 07:05:42.176666 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ff6d50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fa6ad0>, because it is not built.\n",
            "W1230 07:05:42.201608 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312fa6ad0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fa6f10>, because it is not built.\n",
            "W1230 07:05:42.201891 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fa6f10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312faa710>, because it is not built.\n",
            "W1230 07:05:42.203281 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312faa710>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f96290>, because it is not built.\n",
            "W1230 07:05:42.203465 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f96290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f49b50>, because it is not built.\n",
            "W1230 07:05:42.225744 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f49b50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f49f90>, because it is not built.\n",
            "W1230 07:05:42.226050 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f49f90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f4c790>, because it is not built.\n",
            "W1230 07:05:42.227347 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f4c790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fb9a10>, because it is not built.\n",
            "W1230 07:05:42.227573 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312fb9a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6cb90>, because it is not built.\n",
            "W1230 07:05:42.249957 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6cb90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6cfd0>, because it is not built.\n",
            "W1230 07:05:42.250245 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6cfd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6f7d0>, because it is not built.\n",
            "W1230 07:05:42.251591 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f6f7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f60a10>, because it is not built.\n",
            "W1230 07:05:42.251779 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f60a10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f0ed10>, because it is not built.\n",
            "W1230 07:05:42.277507 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f0ed10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6c4d0>, because it is not built.\n",
            "W1230 07:05:42.277752 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f6c4d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f12910>, because it is not built.\n",
            "W1230 07:05:42.279609 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f12910>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f7db50>, because it is not built.\n",
            "W1230 07:05:42.279803 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f7db50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33290>, because it is not built.\n",
            "W1230 07:05:42.305144 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f0e850>, because it is not built.\n",
            "W1230 07:05:42.305456 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f0e850>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33e50>, because it is not built.\n",
            "W1230 07:05:42.307640 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f33e50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f21310>, because it is not built.\n",
            "W1230 07:05:42.307877 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f21310>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f39a50>, because it is not built.\n",
            "W1230 07:05:42.310015 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f39a50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f39fd0>, because it is not built.\n",
            "W1230 07:05:42.310236 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f39fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edd410>, because it is not built.\n",
            "W1230 07:05:42.335066 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edd410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f30b90>, because it is not built.\n",
            "W1230 07:05:42.335394 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312f30b90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edde50>, because it is not built.\n",
            "W1230 07:05:42.336765 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312edde50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ec7290>, because it is not built.\n",
            "W1230 07:05:42.336975 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ec7290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312ee0bd0>, because it is not built.\n",
            "W1230 07:05:42.338319 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312ee0bd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ee0fd0>, because it is not built.\n",
            "W1230 07:05:42.338494 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ee0fd0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e825d0>, because it is not built.\n",
            "W1230 07:05:42.362198 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e825d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ed9e10>, because it is not built.\n",
            "W1230 07:05:42.362495 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ed9e10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85290>, because it is not built.\n",
            "W1230 07:05:42.363799 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85290>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef0810>, because it is not built.\n",
            "W1230 07:05:42.364021 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef0810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85c90>, because it is not built.\n",
            "W1230 07:05:42.365911 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e85c90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef99d0>, because it is not built.\n",
            "W1230 07:05:42.366123 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ef99d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaa7d0>, because it is not built.\n",
            "W1230 07:05:42.391155 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaa7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e7fe50>, because it is not built.\n",
            "W1230 07:05:42.391395 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e7fe50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaf410>, because it is not built.\n",
            "W1230 07:05:42.392873 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eaf410>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e98990>, because it is not built.\n",
            "W1230 07:05:42.393090 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312e98990>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eafa50>, because it is not built.\n",
            "W1230 07:05:42.394496 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312eafa50>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea0790>, because it is not built.\n",
            "W1230 07:05:42.394678 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea0790>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e53610>, because it is not built.\n",
            "W1230 07:05:42.418363 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e53610>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea76d0>, because it is not built.\n",
            "W1230 07:05:42.418613 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ea76d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e562d0>, because it is not built.\n",
            "W1230 07:05:42.419992 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e562d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ebc890>, because it is not built.\n",
            "W1230 07:05:42.420185 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312ebc890>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312dda610>, because it is not built.\n",
            "W1230 07:05:42.463567 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312dda610>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d96d10>, because it is not built.\n",
            "W1230 07:05:42.463933 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d96d10>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d4b590>, because it is not built.\n",
            "W1230 07:05:42.465324 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d4b590>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f050>, because it is not built.\n",
            "W1230 07:05:42.465523 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f050>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e2a150>, because it is not built.\n",
            "W1230 07:05:42.466846 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e2a150>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f7d0>, because it is not built.\n",
            "W1230 07:05:42.467044 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f7d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d8f810>, because it is not built.\n",
            "W1230 07:05:42.468409 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312d8f810>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8fe90>, because it is not built.\n",
            "W1230 07:05:42.468606 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8fe90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82550>, because it is not built.\n",
            "W1230 07:05:42.469994 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312f82550>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f4d0>, because it is not built.\n",
            "W1230 07:05:42.470187 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312d8f4d0>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e71b90>, because it is not built.\n",
            "W1230 07:05:42.471554 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <keras.layers.convolutional.Conv2D object at 0x7f1312e71b90>, because it is not built.\n",
            "WARNING:tensorflow:Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312dfdcd0>, because it is not built.\n",
            "W1230 07:05:42.471742 139725080364928 save_impl.py:72] Skipping full serialization of Keras layer <official.projects.edgetpu.vision.modeling.common_modules.TpuBatchNormalization object at 0x7f1312dfdcd0>, because it is not built.\n",
            "W1230 07:06:49.105230 139725080364928 save.py:268] Found untraced functions such as seg_class_fusion_layer_call_fn, seg_class_fusion_layer_call_and_return_conditional_losses, conv2d_layer_call_fn, conv2d_layer_call_and_return_conditional_losses, bn_layer_call_fn while saving (showing 5 of 1180). These functions will not be directly callable after loading.\n",
            "INFO:tensorflow:Assets written to: /content/autoseg_edgetpu_s/assets\n",
            "I1230 07:07:01.788940 139725080364928 builder_impl.py:784] Assets written to: /content/autoseg_edgetpu_s/assets\n",
            "SavedModel exported to /content/autoseg_edgetpu_s\n"
          ]
        }
      ]
    }
  ]
}