Copy_of_train_placesSceneryScoreCNNColab.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Copy of train_placesSceneryScoreCNNColab.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyMCTWEEMRaFtNgMtO0synXZ",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/lschaefer/TreeRoutes/blob/master/Copy_of_train_placesSceneryScoreCNNColab.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bIeqAN1rZ1MT",
        "colab_type": "code",
        "outputId": "d585ae1e-070c-40fd-85e9-aab2b7171969",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 51
        }
      },
      "source": [
        "!pwd\n",
        "!ls"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content\n",
            "sample_data\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PaoabvTHgRai",
        "colab_type": "code",
        "outputId": "b7a77059-1f8d-416b-c432-42d830f4a826",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 153
        }
      },
      "source": [
        "!git clone https://github.com/lschaefer/TreeRoutes\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'TreeRoutes'...\n",
            "remote: Enumerating objects: 3, done.\u001b[K\n",
            "remote: Counting objects: 100% (3/3), done.\u001b[K\n",
            "remote: Compressing objects: 100% (3/3), done.\u001b[K\n",
            "remote: Total 212175 (delta 0), reused 0 (delta 0), pack-reused 212172\u001b[K\n",
            "Receiving objects: 100% (212175/212175), 3.17 GiB | 45.17 MiB/s, done.\n",
            "Resolving deltas: 100% (22/22), done.\n",
            "Checking out files: 100% (212117/212117), done.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "lkdfa2KvgcpR",
        "colab_type": "code",
        "outputId": "c0cbabea-f830-477e-f8a1-726f9917efce",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 445
        }
      },
      "source": [
        "!pip3 install http://download.pytorch.org/whl/cu80/torch-0.3.0.post4-cp36-cp36m-linux_x86_64.whl \n",
        "!pip3 install torchvision"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting torch==0.3.0.post4\n",
            "\u001b[?25l  Downloading http://download.pytorch.org/whl/cu80/torch-0.3.0.post4-cp36-cp36m-linux_x86_64.whl (592.3MB)\n",
            "\u001b[K     |████████████████████████████████| 592.3MB 1.1MB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from torch==0.3.0.post4) (1.17.5)\n",
            "Requirement already satisfied: pyyaml in /usr/local/lib/python3.6/dist-packages (from torch==0.3.0.post4) (3.13)\n",
            "\u001b[31mERROR: torchvision 0.5.0 has requirement torch==1.4.0, but you'll have torch 0.3.0.post4 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: fastai 1.0.60 has requirement torch>=1.0.0, but you'll have torch 0.3.0.post4 which is incompatible.\u001b[0m\n",
            "Installing collected packages: torch\n",
            "  Found existing installation: torch 1.4.0\n",
            "    Uninstalling torch-1.4.0:\n",
            "      Successfully uninstalled torch-1.4.0\n",
            "Successfully installed torch-0.3.0.post4\n",
            "Requirement already satisfied: torchvision in /usr/local/lib/python3.6/dist-packages (0.5.0)\n",
            "Collecting torch==1.4.0\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/24/19/4804aea17cd136f1705a5e98a00618cb8f6ccc375ad8bfa437408e09d058/torch-1.4.0-cp36-cp36m-manylinux1_x86_64.whl (753.4MB)\n",
            "\u001b[K     |████████████████████████████████| 753.4MB 9.9kB/s \n",
            "\u001b[?25hRequirement already satisfied: six in /usr/local/lib/python3.6/dist-packages (from torchvision) (1.12.0)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.6/dist-packages (from torchvision) (1.17.5)\n",
            "Requirement already satisfied: pillow>=4.1.1 in /usr/local/lib/python3.6/dist-packages (from torchvision) (6.2.2)\n",
            "Installing collected packages: torch\n",
            "  Found existing installation: torch 0.3.0.post4\n",
            "    Uninstalling torch-0.3.0.post4:\n",
            "      Successfully uninstalled torch-0.3.0.post4\n",
            "Successfully installed torch-1.4.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "B3BpQqh7hJMA",
        "colab_type": "code",
        "outputId": "7d60cf8a-d311-4b10-cd30-effd53b1cefe",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 51
        }
      },
      "source": [
        "!ls \n",
        "!pwd"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "sample_data  TreeRoutes\n",
            "/content\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FFhh1N-7iDAM",
        "colab_type": "code",
        "outputId": "e62949da-1704-4f0c-ec9f-17c2f4eebef6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "%cd TreeRoutes/"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content/TreeRoutes\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "on1zRW0EiFfM",
        "colab_type": "code",
        "outputId": "1a7e60b3-3590-4f99-a6a2-a41f44300268",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 102
        }
      },
      "source": [
        "!git clone https://github.com/lschaefer/places365"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'places365'...\n",
            "remote: Enumerating objects: 381, done.\u001b[K\n",
            "remote: Total 381 (delta 0), reused 0 (delta 0), pack-reused 381\u001b[K\n",
            "Receiving objects: 100% (381/381), 40.97 MiB | 40.38 MiB/s, done.\n",
            "Resolving deltas: 100% (217/217), done.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vVxVlKKeiGac",
        "colab_type": "code",
        "outputId": "9de3576b-e55b-491d-dc9d-e7baee795dac",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "%cd places365/\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content/TreeRoutes/places365\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "6eVRQFpXiP9d",
        "colab_type": "code",
        "outputId": "eb1c3bc9-b8b6-4736-d419-741d75ec56b9",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "!ls ../data/sond/"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "train  val\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wxR6jwwEiWRX",
        "colab_type": "code",
        "outputId": "133d3221-1737-445e-829b-2a423428ee65",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        }
      },
      "source": [
        "!git pull\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "remote: Enumerating objects: 5, done.\u001b[K\n",
            "remote: Counting objects:  20% (1/5)\u001b[K\rremote: Counting objects:  40% (2/5)\u001b[K\rremote: Counting objects:  60% (3/5)\u001b[K\rremote: Counting objects:  80% (4/5)\u001b[K\rremote: Counting objects: 100% (5/5)\u001b[K\rremote: Counting objects: 100% (5/5), done.\u001b[K\n",
            "remote: Compressing objects: 100% (1/1)\u001b[K\rremote: Compressing objects: 100% (1/1), done.\u001b[K\n",
            "remote: Total 3 (delta 2), reused 3 (delta 2), pack-reused 0\u001b[K\n",
            "Unpacking objects:  33% (1/3)   \rUnpacking objects:  66% (2/3)   \rUnpacking objects: 100% (3/3)   \rUnpacking objects: 100% (3/3), done.\n",
            "From https://github.com/lschaefer/places365\n",
            "   d0383ff..0889fa2  master     -> origin/master\n",
            "Updating d0383ff..0889fa2\n",
            "Fast-forward\n",
            " train_placesCNNColab.py | 10 \u001b[32m+++++\u001b[m\u001b[31m-----\u001b[m\n",
            " 1 file changed, 5 insertions(+), 5 deletions(-)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "mYiJ_N9LinNx",
        "colab_type": "code",
        "outputId": "1140a20f-a080-416d-a767-0b054a00232f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "!python train_placesCNNColab.py -a resnet18 ../data/sond/ --resume resnet18_latest.pth.tar"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "=> creating model 'resnet18'\n",
            "DataParallel(\n",
            "  (module): ResNet(\n",
            "    (conv1): Conv2d(3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False)\n",
            "    (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "    (relu): ReLU(inplace=True)\n",
            "    (maxpool): MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False)\n",
            "    (layer1): Sequential(\n",
            "      (0): BasicBlock(\n",
            "        (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "      )\n",
            "      (1): BasicBlock(\n",
            "        (conv1): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "      )\n",
            "    )\n",
            "    (layer2): Sequential(\n",
            "      (0): BasicBlock(\n",
            "        (conv1): Conv2d(64, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (downsample): Sequential(\n",
            "          (0): Conv2d(64, 128, kernel_size=(1, 1), stride=(2, 2), bias=False)\n",
            "          (1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        )\n",
            "      )\n",
            "      (1): BasicBlock(\n",
            "        (conv1): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "      )\n",
            "    )\n",
            "    (layer3): Sequential(\n",
            "      (0): BasicBlock(\n",
            "        (conv1): Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (downsample): Sequential(\n",
            "          (0): Conv2d(128, 256, kernel_size=(1, 1), stride=(2, 2), bias=False)\n",
            "          (1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        )\n",
            "      )\n",
            "      (1): BasicBlock(\n",
            "        (conv1): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "      )\n",
            "    )\n",
            "    (layer4): Sequential(\n",
            "      (0): BasicBlock(\n",
            "        (conv1): Conv2d(256, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (downsample): Sequential(\n",
            "          (0): Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False)\n",
            "          (1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        )\n",
            "      )\n",
            "      (1): BasicBlock(\n",
            "        (conv1): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "        (relu): ReLU(inplace=True)\n",
            "        (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)\n",
            "        (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
            "      )\n",
            "    )\n",
            "    (avgpool): AdaptiveAvgPool2d(output_size=(1, 1))\n",
            "    (fc): Linear(in_features=512, out_features=10, bias=True)\n",
            "  )\n",
            ")\n",
            "=> loading checkpoint 'resnet18_latest.pth.tar'\n",
            "=> loaded checkpoint 'resnet18_latest.pth.tar' (epoch 37)\n",
            "Epoch: [37][0/663]\tTime 8.409 (8.409)\tData 6.535 (6.535)\tLoss 2.0191 (2.0191)\tPrec@1 23.047 (23.047)\tPrec@5 84.766 (84.766)\n",
            "Epoch: [37][10/663]\tTime 0.239 (1.117)\tData 0.000 (0.727)\tLoss 2.0291 (1.9022)\tPrec@1 25.781 (25.213)\tPrec@5 89.062 (90.057)\n",
            "Epoch: [37][20/663]\tTime 0.243 (1.013)\tData 0.000 (0.687)\tLoss 1.8663 (1.8781)\tPrec@1 25.000 (25.112)\tPrec@5 90.234 (90.476)\n",
            "Epoch: [37][30/663]\tTime 3.163 (0.967)\tData 2.861 (0.661)\tLoss 1.8706 (1.8805)\tPrec@1 23.828 (25.252)\tPrec@5 93.359 (90.827)\n",
            "Epoch: [37][40/663]\tTime 0.528 (0.883)\tData 0.292 (0.591)\tLoss 1.8805 (1.8733)\tPrec@1 23.828 (25.248)\tPrec@5 91.406 (91.016)\n",
            "Epoch: [37][50/663]\tTime 0.244 (0.886)\tData 0.000 (0.601)\tLoss 1.8445 (1.8808)\tPrec@1 26.953 (25.115)\tPrec@5 94.141 (90.786)\n",
            "Epoch: [37][60/663]\tTime 3.493 (0.892)\tData 3.179 (0.612)\tLoss 1.9443 (1.8807)\tPrec@1 25.000 (25.115)\tPrec@5 87.891 (90.747)\n",
            "Epoch: [37][70/663]\tTime 0.333 (0.844)\tData 0.110 (0.568)\tLoss 1.9508 (1.8789)\tPrec@1 20.703 (24.956)\tPrec@5 92.578 (90.873)\n",
            "Epoch: [37][80/663]\tTime 0.233 (0.849)\tData 0.000 (0.576)\tLoss 1.8834 (1.8742)\tPrec@1 26.562 (24.957)\tPrec@5 89.062 (91.025)\n",
            "Epoch: [37][90/663]\tTime 2.210 (0.846)\tData 1.892 (0.574)\tLoss 1.8264 (1.8737)\tPrec@1 27.344 (25.030)\tPrec@5 91.797 (91.003)\n",
            "Epoch: [37][100/663]\tTime 0.631 (0.835)\tData 0.392 (0.566)\tLoss 1.8448 (1.8720)\tPrec@1 25.781 (25.135)\tPrec@5 91.797 (90.985)\n",
            "Epoch: [37][110/663]\tTime 0.811 (0.840)\tData 0.554 (0.574)\tLoss 1.8855 (1.8731)\tPrec@1 23.047 (25.025)\tPrec@5 91.797 (90.914)\n",
            "Epoch: [37][120/663]\tTime 1.117 (0.828)\tData 0.877 (0.563)\tLoss 1.7128 (1.8690)\tPrec@1 30.859 (25.113)\tPrec@5 91.016 (91.012)\n",
            "Epoch: [37][130/663]\tTime 0.733 (0.828)\tData 0.481 (0.564)\tLoss 1.9098 (1.8686)\tPrec@1 19.531 (25.170)\tPrec@5 90.234 (91.022)\n",
            "Epoch: [37][140/663]\tTime 0.251 (0.830)\tData 0.000 (0.566)\tLoss 1.9373 (1.8700)\tPrec@1 24.219 (25.094)\tPrec@5 88.281 (90.974)\n",
            "Epoch: [37][150/663]\tTime 0.974 (0.819)\tData 0.727 (0.556)\tLoss 1.8543 (1.8694)\tPrec@1 25.391 (25.158)\tPrec@5 88.672 (90.954)\n",
            "Epoch: [37][160/663]\tTime 0.241 (0.820)\tData 0.000 (0.557)\tLoss 1.9266 (1.8677)\tPrec@1 22.656 (25.218)\tPrec@5 89.453 (90.982)\n",
            "Epoch: [37][170/663]\tTime 1.586 (0.827)\tData 1.332 (0.565)\tLoss 1.9016 (1.8671)\tPrec@1 26.172 (25.228)\tPrec@5 90.234 (90.963)\n",
            "Epoch: [37][180/663]\tTime 0.239 (0.812)\tData 0.000 (0.550)\tLoss 1.7009 (1.8656)\tPrec@1 29.688 (25.242)\tPrec@5 92.969 (91.018)\n",
            "Epoch: [37][190/663]\tTime 0.242 (0.818)\tData 0.000 (0.556)\tLoss 1.8583 (1.8646)\tPrec@1 21.094 (25.235)\tPrec@5 92.578 (91.052)\n",
            "Epoch: [37][200/663]\tTime 2.253 (0.821)\tData 1.933 (0.559)\tLoss 1.8159 (1.8645)\tPrec@1 21.875 (25.270)\tPrec@5 93.750 (91.041)\n",
            "Epoch: [37][210/663]\tTime 0.256 (0.810)\tData 0.000 (0.548)\tLoss 1.8858 (1.8628)\tPrec@1 26.172 (25.370)\tPrec@5 91.016 (91.051)\n",
            "Epoch: [37][220/663]\tTime 0.251 (0.815)\tData 0.000 (0.552)\tLoss 1.9418 (1.8625)\tPrec@1 23.828 (25.407)\tPrec@5 87.500 (91.056)\n",
            "Epoch: [37][230/663]\tTime 2.968 (0.819)\tData 2.616 (0.556)\tLoss 1.8641 (1.8614)\tPrec@1 26.562 (25.408)\tPrec@5 90.234 (91.085)\n",
            "Epoch: [37][240/663]\tTime 0.246 (0.809)\tData 0.000 (0.546)\tLoss 1.8656 (1.8620)\tPrec@1 21.875 (25.363)\tPrec@5 92.188 (91.087)\n",
            "Epoch: [37][250/663]\tTime 0.244 (0.813)\tData 0.000 (0.548)\tLoss 1.8517 (1.8610)\tPrec@1 25.391 (25.391)\tPrec@5 89.844 (91.092)\n",
            "Epoch: [37][260/663]\tTime 3.212 (0.814)\tData 2.885 (0.549)\tLoss 1.8638 (1.8600)\tPrec@1 26.172 (25.379)\tPrec@5 89.844 (91.099)\n",
            "Epoch: [37][270/663]\tTime 0.280 (0.805)\tData 0.000 (0.539)\tLoss 1.8403 (1.8591)\tPrec@1 28.906 (25.401)\tPrec@5 93.750 (91.124)\n",
            "Epoch: [37][280/663]\tTime 0.247 (0.808)\tData 0.000 (0.542)\tLoss 1.9044 (1.8599)\tPrec@1 25.781 (25.366)\tPrec@5 91.406 (91.098)\n",
            "Epoch: [37][290/663]\tTime 3.487 (0.812)\tData 3.142 (0.546)\tLoss 1.9595 (1.8597)\tPrec@1 21.484 (25.356)\tPrec@5 89.844 (91.099)\n",
            "Epoch: [37][300/663]\tTime 0.256 (0.803)\tData 0.000 (0.537)\tLoss 1.8898 (1.8604)\tPrec@1 25.000 (25.349)\tPrec@5 92.188 (91.081)\n",
            "Epoch: [37][310/663]\tTime 0.357 (0.805)\tData 0.000 (0.538)\tLoss 1.8522 (1.8611)\tPrec@1 25.000 (25.358)\tPrec@5 90.234 (91.057)\n",
            "Epoch: [37][320/663]\tTime 3.078 (0.808)\tData 2.728 (0.540)\tLoss 1.7383 (1.8618)\tPrec@1 30.469 (25.354)\tPrec@5 92.188 (91.047)\n",
            "Epoch: [37][330/663]\tTime 0.262 (0.802)\tData 0.000 (0.533)\tLoss 1.9445 (1.8628)\tPrec@1 19.922 (25.268)\tPrec@5 89.453 (91.042)\n",
            "Epoch: [37][340/663]\tTime 0.256 (0.803)\tData 0.003 (0.534)\tLoss 1.8999 (1.8635)\tPrec@1 27.734 (25.313)\tPrec@5 88.281 (91.011)\n",
            "Epoch: [37][350/663]\tTime 3.658 (0.805)\tData 3.329 (0.536)\tLoss 1.9714 (1.8639)\tPrec@1 21.484 (25.326)\tPrec@5 90.234 (91.003)\n",
            "Epoch: [37][360/663]\tTime 0.258 (0.799)\tData 0.000 (0.529)\tLoss 1.9346 (1.8630)\tPrec@1 25.391 (25.356)\tPrec@5 88.672 (91.010)\n",
            "Epoch: [37][370/663]\tTime 0.259 (0.800)\tData 0.000 (0.530)\tLoss 1.8331 (1.8625)\tPrec@1 26.953 (25.345)\tPrec@5 92.188 (91.007)\n",
            "Epoch: [37][380/663]\tTime 2.953 (0.802)\tData 2.634 (0.531)\tLoss 1.9131 (1.8623)\tPrec@1 27.734 (25.338)\tPrec@5 92.578 (91.013)\n",
            "Epoch: [37][390/663]\tTime 0.297 (0.796)\tData 0.000 (0.524)\tLoss 1.7640 (1.8619)\tPrec@1 33.594 (25.382)\tPrec@5 90.625 (91.009)\n",
            "Epoch: [37][400/663]\tTime 0.259 (0.798)\tData 0.000 (0.526)\tLoss 1.8529 (1.8622)\tPrec@1 27.734 (25.376)\tPrec@5 91.797 (91.014)\n",
            "Epoch: [37][410/663]\tTime 2.733 (0.799)\tData 2.424 (0.527)\tLoss 1.7861 (1.8623)\tPrec@1 26.172 (25.382)\tPrec@5 91.016 (91.005)\n",
            "Epoch: [37][420/663]\tTime 0.272 (0.793)\tData 0.000 (0.522)\tLoss 1.9735 (1.8627)\tPrec@1 23.438 (25.379)\tPrec@5 89.062 (91.000)\n",
            "Epoch: [37][430/663]\tTime 0.273 (0.795)\tData 0.000 (0.523)\tLoss 1.8429 (1.8623)\tPrec@1 26.172 (25.411)\tPrec@5 92.188 (90.997)\n",
            "Epoch: [37][440/663]\tTime 3.305 (0.797)\tData 2.998 (0.524)\tLoss 1.9095 (1.8624)\tPrec@1 25.000 (25.418)\tPrec@5 88.672 (90.972)\n",
            "Epoch: [37][450/663]\tTime 0.269 (0.792)\tData 0.002 (0.520)\tLoss 1.7235 (1.8622)\tPrec@1 28.516 (25.416)\tPrec@5 91.797 (90.956)\n",
            "Epoch: [37][460/663]\tTime 0.256 (0.793)\tData 0.000 (0.520)\tLoss 1.8454 (1.8627)\tPrec@1 30.078 (25.422)\tPrec@5 89.062 (90.924)\n",
            "Epoch: [37][470/663]\tTime 2.991 (0.795)\tData 2.637 (0.521)\tLoss 1.7651 (1.8622)\tPrec@1 26.953 (25.403)\tPrec@5 92.578 (90.934)\n",
            "Epoch: [37][480/663]\tTime 0.254 (0.790)\tData 0.000 (0.517)\tLoss 1.8967 (1.8620)\tPrec@1 26.562 (25.420)\tPrec@5 89.844 (90.930)\n",
            "Epoch: [37][490/663]\tTime 0.277 (0.792)\tData 0.001 (0.518)\tLoss 1.8041 (1.8616)\tPrec@1 32.031 (25.460)\tPrec@5 90.625 (90.925)\n",
            "Epoch: [37][500/663]\tTime 3.522 (0.793)\tData 3.207 (0.519)\tLoss 1.8515 (1.8618)\tPrec@1 25.391 (25.441)\tPrec@5 93.359 (90.932)\n",
            "Epoch: [37][510/663]\tTime 0.274 (0.789)\tData 0.003 (0.514)\tLoss 1.8524 (1.8627)\tPrec@1 25.000 (25.416)\tPrec@5 89.844 (90.916)\n",
            "Epoch: [37][520/663]\tTime 0.259 (0.791)\tData 0.000 (0.516)\tLoss 1.9112 (1.8625)\tPrec@1 25.391 (25.412)\tPrec@5 90.234 (90.914)\n",
            "Epoch: [37][530/663]\tTime 3.212 (0.791)\tData 2.918 (0.516)\tLoss 1.8453 (1.8632)\tPrec@1 28.516 (25.417)\tPrec@5 91.406 (90.874)\n",
            "Epoch: [37][540/663]\tTime 0.305 (0.788)\tData 0.003 (0.512)\tLoss 2.0092 (1.8637)\tPrec@1 24.609 (25.420)\tPrec@5 87.500 (90.852)\n",
            "Epoch: [37][550/663]\tTime 0.259 (0.790)\tData 0.000 (0.514)\tLoss 1.8454 (1.8641)\tPrec@1 27.734 (25.418)\tPrec@5 93.359 (90.853)\n",
            "Epoch: [37][560/663]\tTime 3.253 (0.790)\tData 2.959 (0.515)\tLoss 1.9084 (1.8645)\tPrec@1 24.219 (25.415)\tPrec@5 89.844 (90.845)\n",
            "Epoch: [37][570/663]\tTime 0.264 (0.787)\tData 0.000 (0.511)\tLoss 1.8908 (1.8648)\tPrec@1 23.047 (25.406)\tPrec@5 87.891 (90.814)\n",
            "Epoch: [37][580/663]\tTime 0.253 (0.788)\tData 0.000 (0.512)\tLoss 1.7878 (1.8646)\tPrec@1 26.172 (25.407)\tPrec@5 92.188 (90.823)\n",
            "Epoch: [37][590/663]\tTime 3.183 (0.790)\tData 2.851 (0.514)\tLoss 1.8559 (1.8646)\tPrec@1 20.312 (25.391)\tPrec@5 92.188 (90.809)\n",
            "Epoch: [37][600/663]\tTime 0.262 (0.786)\tData 0.000 (0.509)\tLoss 1.8230 (1.8650)\tPrec@1 26.172 (25.370)\tPrec@5 93.750 (90.795)\n",
            "Epoch: [37][610/663]\tTime 0.258 (0.788)\tData 0.000 (0.511)\tLoss 2.0071 (1.8646)\tPrec@1 20.703 (25.359)\tPrec@5 86.328 (90.804)\n",
            "Epoch: [37][620/663]\tTime 3.309 (0.789)\tData 2.971 (0.512)\tLoss 1.8655 (1.8647)\tPrec@1 30.078 (25.372)\tPrec@5 94.531 (90.805)\n",
            "Epoch: [37][630/663]\tTime 0.287 (0.786)\tData 0.004 (0.509)\tLoss 1.8630 (1.8650)\tPrec@1 22.266 (25.344)\tPrec@5 90.234 (90.805)\n",
            "Epoch: [37][640/663]\tTime 0.275 (0.787)\tData 0.000 (0.509)\tLoss 1.9609 (1.8653)\tPrec@1 25.391 (25.350)\tPrec@5 88.281 (90.798)\n",
            "Epoch: [37][650/663]\tTime 2.840 (0.788)\tData 2.522 (0.510)\tLoss 1.8131 (1.8650)\tPrec@1 22.656 (25.341)\tPrec@5 92.188 (90.815)\n",
            "Epoch: [37][660/663]\tTime 0.253 (0.781)\tData 0.000 (0.503)\tLoss 1.8933 (1.8649)\tPrec@1 25.000 (25.342)\tPrec@5 88.281 (90.809)\n",
            "Test: [0/166]\tTime 5.042 (5.042)\tLoss 3.5568 (3.5568)\tPrec@1 2.734 (2.734)\tPrec@5 69.531 (69.531)\n",
            "Test: [10/166]\tTime 0.317 (0.955)\tLoss 15.0445 (5.5866)\tPrec@1 0.000 (3.196)\tPrec@5 0.000 (56.001)\n",
            "Test: [20/166]\tTime 0.330 (0.854)\tLoss 14.5579 (9.9287)\tPrec@1 0.000 (1.674)\tPrec@5 0.000 (29.334)\n",
            "Test: [30/166]\tTime 2.341 (0.811)\tLoss 3.8632 (11.1080)\tPrec@1 33.984 (2.230)\tPrec@5 70.703 (22.152)\n",
            "Test: [40/166]\tTime 0.313 (0.728)\tLoss 1.8183 (8.8383)\tPrec@1 38.672 (12.262)\tPrec@5 84.375 (37.157)\n",
            "Test: [50/166]\tTime 0.311 (0.737)\tLoss 2.0675 (7.4808)\tPrec@1 38.281 (17.456)\tPrec@5 81.250 (46.078)\n",
            "Test: [60/166]\tTime 2.552 (0.733)\tLoss 1.8757 (6.5689)\tPrec@1 45.312 (21.023)\tPrec@5 85.938 (52.158)\n",
            "Test: [70/166]\tTime 0.323 (0.705)\tLoss 2.0065 (5.9183)\tPrec@1 12.500 (21.550)\tPrec@5 93.359 (57.295)\n",
            "Test: [80/166]\tTime 0.337 (0.715)\tLoss 1.8572 (5.4249)\tPrec@1 17.578 (20.771)\tPrec@5 94.531 (61.892)\n",
            "Test: [90/166]\tTime 2.180 (0.716)\tLoss 1.7667 (5.0338)\tPrec@1 18.359 (20.360)\tPrec@5 94.922 (65.513)\n",
            "Test: [100/166]\tTime 0.291 (0.702)\tLoss 1.8568 (4.7238)\tPrec@1 14.062 (19.991)\tPrec@5 96.094 (68.328)\n",
            "Test: [110/166]\tTime 0.339 (0.698)\tLoss 2.0587 (4.4689)\tPrec@1 13.672 (19.654)\tPrec@5 95.312 (70.932)\n",
            "Test: [120/166]\tTime 2.036 (0.703)\tLoss 1.5782 (4.2407)\tPrec@1 31.250 (20.193)\tPrec@5 98.438 (73.253)\n",
            "Test: [130/166]\tTime 0.317 (0.691)\tLoss 1.5984 (4.0497)\tPrec@1 29.688 (20.485)\tPrec@5 98.438 (75.203)\n",
            "Test: [140/166]\tTime 0.304 (0.696)\tLoss 1.7544 (3.8900)\tPrec@1 21.875 (20.612)\tPrec@5 98.828 (76.840)\n",
            "Test: [150/166]\tTime 2.287 (0.698)\tLoss 1.7671 (3.7503)\tPrec@1 24.609 (20.804)\tPrec@5 99.609 (78.275)\n",
            "Test: [160/166]\tTime 0.284 (0.686)\tLoss 2.3129 (3.6484)\tPrec@1 23.438 (20.769)\tPrec@5 83.984 (78.977)\n",
            " * Prec@1 20.702 Prec@5 78.798\n",
            "Epoch: [38][0/663]\tTime 5.628 (5.628)\tData 5.278 (5.278)\tLoss 1.9790 (1.9790)\tPrec@1 23.047 (23.047)\tPrec@5 89.453 (89.453)\n",
            "Epoch: [38][10/663]\tTime 0.278 (1.061)\tData 0.000 (0.780)\tLoss 1.8907 (1.8488)\tPrec@1 21.484 (26.314)\tPrec@5 92.188 (90.945)\n",
            "Epoch: [38][20/663]\tTime 0.264 (0.979)\tData 0.000 (0.699)\tLoss 1.9587 (1.8667)\tPrec@1 23.828 (25.205)\tPrec@5 91.406 (90.830)\n",
            "Epoch: [38][30/663]\tTime 3.264 (0.951)\tData 2.928 (0.669)\tLoss 1.8125 (1.8620)\tPrec@1 23.047 (25.315)\tPrec@5 92.578 (90.915)\n",
            "Epoch: [38][40/663]\tTime 0.286 (0.864)\tData 0.002 (0.583)\tLoss 1.9182 (1.8608)\tPrec@1 26.172 (25.162)\tPrec@5 89.453 (90.882)\n",
            "Epoch: [38][50/663]\tTime 0.265 (0.866)\tData 0.000 (0.585)\tLoss 1.7714 (1.8577)\tPrec@1 25.781 (25.046)\tPrec@5 91.797 (90.954)\n",
            "Epoch: [38][60/663]\tTime 3.442 (0.873)\tData 3.121 (0.592)\tLoss 1.7970 (1.8511)\tPrec@1 28.125 (25.256)\tPrec@5 92.188 (91.016)\n",
            "Epoch: [38][70/663]\tTime 0.281 (0.829)\tData 0.000 (0.549)\tLoss 1.8028 (1.8522)\tPrec@1 27.734 (25.325)\tPrec@5 91.797 (91.021)\n",
            "Epoch: [38][80/663]\tTime 0.267 (0.835)\tData 0.000 (0.554)\tLoss 1.8649 (1.8538)\tPrec@1 27.344 (25.434)\tPrec@5 89.844 (90.871)\n",
            "Epoch: [38][90/663]\tTime 3.388 (0.841)\tData 3.045 (0.560)\tLoss 1.9629 (1.8522)\tPrec@1 20.703 (25.464)\tPrec@5 88.672 (90.840)\n",
            "Epoch: [38][100/663]\tTime 0.273 (0.817)\tData 0.000 (0.536)\tLoss 1.8644 (1.8547)\tPrec@1 23.828 (25.298)\tPrec@5 89.062 (90.741)\n",
            "Epoch: [38][110/663]\tTime 0.267 (0.826)\tData 0.000 (0.545)\tLoss 1.7920 (1.8525)\tPrec@1 30.469 (25.264)\tPrec@5 93.359 (90.843)\n",
            "Epoch: [38][120/663]\tTime 3.526 (0.835)\tData 3.219 (0.553)\tLoss 1.6894 (1.8510)\tPrec@1 30.078 (25.220)\tPrec@5 94.531 (90.909)\n",
            "Epoch: [38][130/663]\tTime 0.273 (0.815)\tData 0.002 (0.532)\tLoss 1.9269 (1.8521)\tPrec@1 26.562 (25.316)\tPrec@5 88.281 (90.938)\n",
            "Epoch: [38][140/663]\tTime 0.272 (0.822)\tData 0.000 (0.538)\tLoss 1.8800 (1.8540)\tPrec@1 29.297 (25.352)\tPrec@5 90.625 (90.863)\n",
            "Epoch: [38][150/663]\tTime 3.416 (0.826)\tData 3.087 (0.541)\tLoss 1.9110 (1.8544)\tPrec@1 25.391 (25.297)\tPrec@5 90.625 (90.835)\n",
            "Epoch: [38][160/663]\tTime 0.309 (0.812)\tData 0.000 (0.528)\tLoss 1.9058 (1.8575)\tPrec@1 23.828 (25.223)\tPrec@5 89.844 (90.771)\n",
            "Epoch: [38][170/663]\tTime 0.272 (0.814)\tData 0.000 (0.529)\tLoss 1.8467 (1.8553)\tPrec@1 27.344 (25.324)\tPrec@5 92.188 (90.769)\n",
            "Epoch: [38][180/663]\tTime 2.747 (0.818)\tData 2.352 (0.533)\tLoss 1.9006 (1.8552)\tPrec@1 23.828 (25.261)\tPrec@5 89.062 (90.776)\n",
            "Epoch: [38][190/663]\tTime 1.551 (0.809)\tData 1.280 (0.524)\tLoss 1.8726 (1.8560)\tPrec@1 26.172 (25.297)\tPrec@5 89.844 (90.766)\n",
            "Epoch: [38][200/663]\tTime 0.294 (0.806)\tData 0.000 (0.522)\tLoss 1.8604 (1.8568)\tPrec@1 25.000 (25.257)\tPrec@5 92.188 (90.757)\n",
            "Epoch: [38][210/663]\tTime 1.624 (0.811)\tData 1.363 (0.527)\tLoss 1.8777 (1.8553)\tPrec@1 28.125 (25.354)\tPrec@5 91.797 (90.799)\n",
            "Epoch: [38][220/663]\tTime 1.381 (0.808)\tData 1.109 (0.524)\tLoss 1.7610 (1.8547)\tPrec@1 28.906 (25.348)\tPrec@5 92.578 (90.814)\n",
            "Epoch: [38][230/663]\tTime 0.276 (0.805)\tData 0.000 (0.521)\tLoss 1.9078 (1.8539)\tPrec@1 24.609 (25.391)\tPrec@5 89.844 (90.825)\n",
            "Epoch: [38][240/663]\tTime 1.555 (0.809)\tData 1.282 (0.525)\tLoss 1.8709 (1.8537)\tPrec@1 21.484 (25.350)\tPrec@5 90.625 (90.824)\n",
            "Epoch: [38][250/663]\tTime 2.376 (0.809)\tData 2.063 (0.525)\tLoss 1.8698 (1.8534)\tPrec@1 24.609 (25.341)\tPrec@5 91.016 (90.855)\n",
            "Epoch: [38][260/663]\tTime 0.273 (0.804)\tData 0.000 (0.521)\tLoss 1.8730 (1.8539)\tPrec@1 28.516 (25.362)\tPrec@5 91.797 (90.832)\n",
            "Epoch: [38][270/663]\tTime 1.126 (0.807)\tData 0.865 (0.523)\tLoss 1.7410 (1.8528)\tPrec@1 28.516 (25.394)\tPrec@5 93.750 (90.838)\n",
            "Epoch: [38][280/663]\tTime 2.760 (0.808)\tData 2.448 (0.525)\tLoss 1.9186 (1.8526)\tPrec@1 28.516 (25.424)\tPrec@5 88.281 (90.828)\n",
            "Epoch: [38][290/663]\tTime 0.263 (0.802)\tData 0.000 (0.518)\tLoss 1.8339 (1.8521)\tPrec@1 26.172 (25.384)\tPrec@5 90.234 (90.845)\n",
            "Epoch: [38][300/663]\tTime 0.278 (0.805)\tData 0.005 (0.521)\tLoss 1.8268 (1.8519)\tPrec@1 23.828 (25.385)\tPrec@5 94.922 (90.842)\n",
            "Epoch: [38][310/663]\tTime 3.082 (0.808)\tData 2.739 (0.524)\tLoss 1.9003 (1.8527)\tPrec@1 18.750 (25.387)\tPrec@5 92.578 (90.821)\n",
            "Epoch: [38][320/663]\tTime 0.264 (0.802)\tData 0.000 (0.518)\tLoss 1.8574 (1.8530)\tPrec@1 26.953 (25.383)\tPrec@5 91.406 (90.828)\n",
            "Epoch: [38][330/663]\tTime 0.271 (0.805)\tData 0.002 (0.521)\tLoss 1.8781 (1.8533)\tPrec@1 22.656 (25.355)\tPrec@5 89.062 (90.819)\n",
            "Epoch: [38][340/663]\tTime 3.837 (0.809)\tData 3.424 (0.524)\tLoss 1.8371 (1.8529)\tPrec@1 28.125 (25.349)\tPrec@5 89.062 (90.813)\n",
            "Epoch: [38][350/663]\tTime 0.355 (0.801)\tData 0.002 (0.516)\tLoss 1.8108 (1.8525)\tPrec@1 26.172 (25.345)\tPrec@5 89.844 (90.823)\n",
            "Epoch: [38][360/663]\tTime 0.257 (0.806)\tData 0.000 (0.521)\tLoss 1.8488 (1.8519)\tPrec@1 25.781 (25.340)\tPrec@5 89.844 (90.825)\n",
            "Epoch: [38][370/663]\tTime 3.556 (0.809)\tData 3.234 (0.523)\tLoss 1.7693 (1.8509)\tPrec@1 29.297 (25.365)\tPrec@5 91.797 (90.841)\n",
            "Epoch: [38][380/663]\tTime 0.278 (0.802)\tData 0.000 (0.516)\tLoss 1.8405 (1.8507)\tPrec@1 26.172 (25.379)\tPrec@5 91.016 (90.840)\n",
            "Epoch: [38][390/663]\tTime 0.264 (0.804)\tData 0.000 (0.518)\tLoss 1.9471 (1.8518)\tPrec@1 25.000 (25.404)\tPrec@5 87.500 (90.843)\n",
            "Epoch: [38][400/663]\tTime 3.106 (0.806)\tData 2.796 (0.520)\tLoss 2.0361 (1.8535)\tPrec@1 21.094 (25.361)\tPrec@5 89.453 (90.806)\n",
            "Epoch: [38][410/663]\tTime 0.348 (0.801)\tData 0.000 (0.515)\tLoss 1.8752 (1.8541)\tPrec@1 25.000 (25.333)\tPrec@5 91.016 (90.809)\n",
            "Epoch: [38][420/663]\tTime 0.272 (0.803)\tData 0.000 (0.516)\tLoss 1.8217 (1.8539)\tPrec@1 20.312 (25.310)\tPrec@5 91.797 (90.805)\n",
            "Epoch: [38][430/663]\tTime 3.051 (0.805)\tData 2.739 (0.518)\tLoss 1.9088 (1.8540)\tPrec@1 21.875 (25.266)\tPrec@5 91.016 (90.797)\n",
            "Epoch: [38][440/663]\tTime 0.380 (0.801)\tData 0.003 (0.513)\tLoss 1.8319 (1.8534)\tPrec@1 30.078 (25.275)\tPrec@5 89.844 (90.806)\n",
            "Epoch: [38][450/663]\tTime 0.355 (0.802)\tData 0.000 (0.514)\tLoss 1.7408 (1.8528)\tPrec@1 29.688 (25.271)\tPrec@5 94.141 (90.825)\n",
            "Epoch: [38][460/663]\tTime 3.039 (0.804)\tData 2.659 (0.515)\tLoss 1.9302 (1.8519)\tPrec@1 23.828 (25.277)\tPrec@5 87.500 (90.847)\n",
            "Epoch: [38][470/663]\tTime 0.289 (0.800)\tData 0.000 (0.512)\tLoss 1.8148 (1.8520)\tPrec@1 18.750 (25.255)\tPrec@5 92.969 (90.854)\n",
            "Epoch: [38][480/663]\tTime 0.345 (0.802)\tData 0.000 (0.513)\tLoss 1.8778 (1.8524)\tPrec@1 25.781 (25.244)\tPrec@5 90.234 (90.835)\n",
            "Epoch: [38][490/663]\tTime 3.446 (0.803)\tData 3.130 (0.514)\tLoss 1.8265 (1.8523)\tPrec@1 30.859 (25.277)\tPrec@5 89.453 (90.822)\n",
            "Epoch: [38][500/663]\tTime 0.286 (0.798)\tData 0.005 (0.509)\tLoss 1.9760 (1.8521)\tPrec@1 20.703 (25.273)\tPrec@5 89.844 (90.822)\n",
            "Epoch: [38][510/663]\tTime 0.281 (0.800)\tData 0.000 (0.511)\tLoss 1.8508 (1.8522)\tPrec@1 21.484 (25.271)\tPrec@5 91.406 (90.808)\n",
            "Epoch: [38][520/663]\tTime 3.527 (0.802)\tData 3.187 (0.513)\tLoss 1.7913 (1.8524)\tPrec@1 26.172 (25.256)\tPrec@5 91.406 (90.802)\n",
            "Epoch: [38][530/663]\tTime 0.266 (0.797)\tData 0.003 (0.508)\tLoss 1.8190 (1.8518)\tPrec@1 28.125 (25.310)\tPrec@5 91.797 (90.811)\n",
            "Epoch: [38][540/663]\tTime 0.275 (0.799)\tData 0.000 (0.510)\tLoss 2.0359 (1.8524)\tPrec@1 17.969 (25.259)\tPrec@5 87.500 (90.797)\n",
            "Epoch: [38][550/663]\tTime 3.061 (0.800)\tData 2.742 (0.511)\tLoss 1.8662 (1.8523)\tPrec@1 25.781 (25.250)\tPrec@5 89.062 (90.807)\n",
            "Epoch: [38][560/663]\tTime 0.265 (0.797)\tData 0.000 (0.507)\tLoss 1.8246 (1.8523)\tPrec@1 25.391 (25.244)\tPrec@5 91.016 (90.800)\n",
            "Epoch: [38][570/663]\tTime 0.268 (0.798)\tData 0.000 (0.509)\tLoss 1.8759 (1.8526)\tPrec@1 25.781 (25.246)\tPrec@5 90.625 (90.795)\n",
            "Epoch: [38][580/663]\tTime 3.322 (0.799)\tData 2.965 (0.509)\tLoss 1.7763 (1.8532)\tPrec@1 29.688 (25.229)\tPrec@5 92.578 (90.783)\n",
            "Epoch: [38][590/663]\tTime 0.283 (0.796)\tData 0.002 (0.506)\tLoss 2.0224 (1.8542)\tPrec@1 23.438 (25.223)\tPrec@5 87.891 (90.752)\n",
            "Epoch: [38][600/663]\tTime 0.269 (0.797)\tData 0.000 (0.507)\tLoss 1.9356 (1.8535)\tPrec@1 21.484 (25.237)\tPrec@5 87.891 (90.757)\n",
            "Epoch: [38][610/663]\tTime 3.211 (0.799)\tData 2.874 (0.508)\tLoss 1.7835 (1.8530)\tPrec@1 24.609 (25.270)\tPrec@5 93.750 (90.777)\n",
            "Epoch: [38][620/663]\tTime 0.266 (0.796)\tData 0.000 (0.505)\tLoss 1.8913 (1.8528)\tPrec@1 19.531 (25.252)\tPrec@5 90.625 (90.784)\n",
            "Epoch: [38][630/663]\tTime 0.273 (0.796)\tData 0.001 (0.506)\tLoss 1.8096 (1.8523)\tPrec@1 26.953 (25.255)\tPrec@5 89.844 (90.789)\n",
            "Epoch: [38][640/663]\tTime 3.504 (0.798)\tData 3.191 (0.508)\tLoss 1.7780 (1.8521)\tPrec@1 27.344 (25.254)\tPrec@5 94.531 (90.797)\n",
            "Epoch: [38][650/663]\tTime 0.282 (0.794)\tData 0.003 (0.504)\tLoss 1.8443 (1.8519)\tPrec@1 24.219 (25.240)\tPrec@5 92.188 (90.805)\n",
            "Epoch: [38][660/663]\tTime 0.271 (0.791)\tData 0.000 (0.500)\tLoss 1.8346 (1.8513)\tPrec@1 30.469 (25.262)\tPrec@5 88.672 (90.805)\n",
            "Test: [0/166]\tTime 4.961 (4.961)\tLoss 3.0153 (3.0153)\tPrec@1 20.312 (20.312)\tPrec@5 73.828 (73.828)\n",
            "Test: [10/166]\tTime 0.339 (0.918)\tLoss 14.8597 (5.1152)\tPrec@1 0.000 (17.116)\tPrec@5 0.000 (59.837)\n",
            "Test: [20/166]\tTime 0.320 (0.848)\tLoss 14.4767 (9.6074)\tPrec@1 0.000 (8.966)\tPrec@5 0.000 (31.343)\n",
            "Test: [30/166]\tTime 2.563 (0.813)\tLoss 4.9681 (10.8779)\tPrec@1 1.953 (6.137)\tPrec@5 59.766 (23.160)\n",
            "Test: [40/166]\tTime 0.323 (0.743)\tLoss 3.1053 (8.9659)\tPrec@1 1.562 (5.183)\tPrec@5 76.953 (35.194)\n",
            "Test: [50/166]\tTime 0.319 (0.743)\tLoss 3.2947 (7.8208)\tPrec@1 1.953 (4.465)\tPrec@5 70.703 (42.333)\n",
            "Test: [60/166]\tTime 2.297 (0.742)\tLoss 3.1498 (7.0573)\tPrec@1 2.344 (3.951)\tPrec@5 76.953 (47.208)\n",
            "Test: [70/166]\tTime 0.331 (0.706)\tLoss 1.4492 (6.3642)\tPrec@1 47.266 (7.647)\tPrec@5 96.484 (52.784)\n",
            "Test: [80/166]\tTime 0.337 (0.709)\tLoss 1.3827 (5.7542)\tPrec@1 50.391 (12.592)\tPrec@5 96.875 (58.329)\n",
            "Test: [90/166]\tTime 2.759 (0.718)\tLoss 1.3457 (5.2770)\tPrec@1 46.875 (16.235)\tPrec@5 98.047 (62.633)\n",
            "Test: [100/166]\tTime 0.328 (0.695)\tLoss 1.4035 (4.8968)\tPrec@1 49.219 (19.319)\tPrec@5 98.047 (66.050)\n",
            "Test: [110/166]\tTime 0.337 (0.704)\tLoss 1.7275 (4.5949)\tPrec@1 7.422 (19.848)\tPrec@5 99.219 (69.003)\n",
            "Test: [120/166]\tTime 1.859 (0.700)\tLoss 1.4274 (4.3400)\tPrec@1 19.531 (19.396)\tPrec@5 100.000 (71.539)\n",
            "Test: [130/166]\tTime 0.328 (0.692)\tLoss 1.4494 (4.1266)\tPrec@1 13.672 (18.854)\tPrec@5 100.000 (73.670)\n",
            "Test: [140/166]\tTime 0.476 (0.692)\tLoss 1.4473 (3.9427)\tPrec@1 43.359 (19.418)\tPrec@5 100.000 (75.518)\n",
            "Test: [150/166]\tTime 2.253 (0.697)\tLoss 1.4633 (3.7788)\tPrec@1 44.141 (21.177)\tPrec@5 100.000 (77.114)\n",
            "Test: [160/166]\tTime 0.307 (0.685)\tLoss 2.6912 (3.6853)\tPrec@1 0.781 (20.795)\tPrec@5 76.172 (77.681)\n",
            " * Prec@1 20.594 Prec@5 77.636\n",
            "Epoch: [39][0/663]\tTime 5.354 (5.354)\tData 5.004 (5.004)\tLoss 1.8269 (1.8269)\tPrec@1 25.000 (25.000)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [39][10/663]\tTime 0.276 (1.094)\tData 0.000 (0.800)\tLoss 1.8602 (1.8534)\tPrec@1 26.562 (24.964)\tPrec@5 88.672 (90.199)\n",
            "Epoch: [39][20/663]\tTime 0.290 (0.995)\tData 0.002 (0.708)\tLoss 1.8123 (1.8317)\tPrec@1 29.688 (25.595)\tPrec@5 87.891 (90.625)\n",
            "Epoch: [39][30/663]\tTime 3.304 (0.953)\tData 2.998 (0.668)\tLoss 1.7753 (1.8326)\tPrec@1 30.078 (25.693)\tPrec@5 91.016 (90.688)\n",
            "Epoch: [39][40/663]\tTime 0.283 (0.860)\tData 0.000 (0.577)\tLoss 1.9033 (1.8362)\tPrec@1 24.219 (25.762)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [39][50/663]\tTime 0.268 (0.865)\tData 0.000 (0.583)\tLoss 1.7907 (1.8288)\tPrec@1 27.344 (25.697)\tPrec@5 91.797 (90.839)\n",
            "Epoch: [39][60/663]\tTime 3.121 (0.863)\tData 2.791 (0.580)\tLoss 1.9130 (1.8331)\tPrec@1 17.969 (25.339)\tPrec@5 90.234 (90.811)\n",
            "Epoch: [39][70/663]\tTime 0.287 (0.824)\tData 0.000 (0.541)\tLoss 1.8251 (1.8351)\tPrec@1 26.172 (25.303)\tPrec@5 89.844 (90.680)\n",
            "Epoch: [39][80/663]\tTime 0.263 (0.827)\tData 0.000 (0.545)\tLoss 1.8655 (1.8363)\tPrec@1 24.219 (25.511)\tPrec@5 92.188 (90.746)\n",
            "Epoch: [39][90/663]\tTime 3.052 (0.833)\tData 2.731 (0.549)\tLoss 1.8732 (1.8390)\tPrec@1 23.828 (25.481)\tPrec@5 92.188 (90.702)\n",
            "Epoch: [39][100/663]\tTime 0.284 (0.803)\tData 0.000 (0.520)\tLoss 1.8946 (1.8379)\tPrec@1 29.297 (25.549)\tPrec@5 91.016 (90.706)\n",
            "Epoch: [39][110/663]\tTime 0.266 (0.806)\tData 0.000 (0.523)\tLoss 1.7782 (1.8370)\tPrec@1 28.125 (25.637)\tPrec@5 91.797 (90.681)\n",
            "Epoch: [39][120/663]\tTime 3.137 (0.810)\tData 2.826 (0.527)\tLoss 1.8385 (1.8364)\tPrec@1 22.656 (25.681)\tPrec@5 93.750 (90.793)\n",
            "Epoch: [39][130/663]\tTime 0.281 (0.790)\tData 0.000 (0.507)\tLoss 1.8332 (1.8373)\tPrec@1 27.344 (25.734)\tPrec@5 90.234 (90.813)\n",
            "Epoch: [39][140/663]\tTime 0.276 (0.792)\tData 0.000 (0.509)\tLoss 1.8808 (1.8385)\tPrec@1 21.484 (25.715)\tPrec@5 91.016 (90.877)\n",
            "Epoch: [39][150/663]\tTime 2.637 (0.792)\tData 2.308 (0.509)\tLoss 1.9855 (1.8401)\tPrec@1 25.781 (25.768)\tPrec@5 88.281 (90.907)\n",
            "Epoch: [39][160/663]\tTime 0.277 (0.783)\tData 0.000 (0.500)\tLoss 1.7834 (1.8405)\tPrec@1 30.469 (25.762)\tPrec@5 91.797 (90.962)\n",
            "Epoch: [39][170/663]\tTime 1.159 (0.787)\tData 0.896 (0.505)\tLoss 1.8291 (1.8403)\tPrec@1 23.828 (25.768)\tPrec@5 89.844 (90.975)\n",
            "Epoch: [39][180/663]\tTime 2.343 (0.786)\tData 2.029 (0.503)\tLoss 1.8306 (1.8398)\tPrec@1 28.516 (25.859)\tPrec@5 88.672 (90.936)\n",
            "Epoch: [39][190/663]\tTime 0.263 (0.778)\tData 0.000 (0.496)\tLoss 1.7875 (1.8397)\tPrec@1 24.609 (25.836)\tPrec@5 90.234 (90.934)\n",
            "Epoch: [39][200/663]\tTime 1.228 (0.783)\tData 0.966 (0.501)\tLoss 1.9195 (1.8396)\tPrec@1 20.703 (25.840)\tPrec@5 91.016 (90.938)\n",
            "Epoch: [39][210/663]\tTime 2.004 (0.781)\tData 1.735 (0.499)\tLoss 1.8428 (1.8407)\tPrec@1 23.438 (25.761)\tPrec@5 91.797 (90.919)\n",
            "Epoch: [39][220/663]\tTime 0.269 (0.776)\tData 0.000 (0.495)\tLoss 1.8804 (1.8403)\tPrec@1 21.484 (25.721)\tPrec@5 91.406 (90.922)\n",
            "Epoch: [39][230/663]\tTime 1.611 (0.779)\tData 1.340 (0.498)\tLoss 1.8245 (1.8395)\tPrec@1 28.906 (25.737)\tPrec@5 89.844 (90.936)\n",
            "Epoch: [39][240/663]\tTime 1.866 (0.778)\tData 1.580 (0.496)\tLoss 1.7269 (1.8391)\tPrec@1 29.688 (25.762)\tPrec@5 94.531 (90.943)\n",
            "Epoch: [39][250/663]\tTime 0.270 (0.777)\tData 0.000 (0.495)\tLoss 1.8181 (1.8381)\tPrec@1 27.734 (25.747)\tPrec@5 89.844 (90.932)\n",
            "Epoch: [39][260/663]\tTime 1.693 (0.779)\tData 1.394 (0.498)\tLoss 1.8111 (1.8395)\tPrec@1 28.906 (25.721)\tPrec@5 89.844 (90.896)\n",
            "Epoch: [39][270/663]\tTime 1.142 (0.775)\tData 0.862 (0.494)\tLoss 1.8355 (1.8387)\tPrec@1 18.750 (25.692)\tPrec@5 93.359 (90.912)\n",
            "Epoch: [39][280/663]\tTime 0.286 (0.774)\tData 0.000 (0.493)\tLoss 1.8949 (1.8386)\tPrec@1 25.000 (25.713)\tPrec@5 90.625 (90.925)\n",
            "Epoch: [39][290/663]\tTime 2.499 (0.778)\tData 2.207 (0.497)\tLoss 1.7897 (1.8378)\tPrec@1 26.953 (25.707)\tPrec@5 91.797 (90.950)\n",
            "Epoch: [39][300/663]\tTime 1.001 (0.774)\tData 0.722 (0.493)\tLoss 1.8448 (1.8380)\tPrec@1 24.219 (25.693)\tPrec@5 90.625 (90.922)\n",
            "Epoch: [39][310/663]\tTime 0.274 (0.775)\tData 0.000 (0.493)\tLoss 1.8433 (1.8374)\tPrec@1 23.828 (25.702)\tPrec@5 90.234 (90.915)\n",
            "Epoch: [39][320/663]\tTime 2.790 (0.777)\tData 2.452 (0.496)\tLoss 1.8264 (1.8361)\tPrec@1 18.750 (25.680)\tPrec@5 92.578 (90.947)\n",
            "Epoch: [39][330/663]\tTime 0.410 (0.772)\tData 0.131 (0.490)\tLoss 1.9331 (1.8368)\tPrec@1 20.703 (25.662)\tPrec@5 86.328 (90.912)\n",
            "Epoch: [39][340/663]\tTime 0.269 (0.774)\tData 0.000 (0.492)\tLoss 1.8733 (1.8378)\tPrec@1 19.531 (25.620)\tPrec@5 90.234 (90.893)\n",
            "Epoch: [39][350/663]\tTime 3.084 (0.776)\tData 2.763 (0.495)\tLoss 1.9254 (1.8382)\tPrec@1 25.000 (25.598)\tPrec@5 89.453 (90.891)\n",
            "Epoch: [39][360/663]\tTime 0.282 (0.772)\tData 0.000 (0.490)\tLoss 1.7874 (1.8382)\tPrec@1 26.172 (25.589)\tPrec@5 92.188 (90.884)\n",
            "Epoch: [39][370/663]\tTime 0.290 (0.774)\tData 0.001 (0.492)\tLoss 1.8783 (1.8391)\tPrec@1 24.609 (25.550)\tPrec@5 89.062 (90.853)\n",
            "Epoch: [39][380/663]\tTime 3.092 (0.777)\tData 2.772 (0.494)\tLoss 1.9120 (1.8400)\tPrec@1 21.875 (25.531)\tPrec@5 91.016 (90.855)\n",
            "Epoch: [39][390/663]\tTime 0.272 (0.772)\tData 0.000 (0.489)\tLoss 1.8527 (1.8399)\tPrec@1 24.609 (25.527)\tPrec@5 89.453 (90.832)\n",
            "Epoch: [39][400/663]\tTime 0.350 (0.775)\tData 0.000 (0.492)\tLoss 1.9515 (1.8401)\tPrec@1 23.438 (25.520)\tPrec@5 87.891 (90.838)\n",
            "Epoch: [39][410/663]\tTime 2.629 (0.777)\tData 2.317 (0.493)\tLoss 1.8250 (1.8400)\tPrec@1 27.734 (25.526)\tPrec@5 89.453 (90.840)\n",
            "Epoch: [39][420/663]\tTime 0.353 (0.773)\tData 0.000 (0.488)\tLoss 1.9189 (1.8411)\tPrec@1 26.172 (25.486)\tPrec@5 88.281 (90.830)\n",
            "Epoch: [39][430/663]\tTime 0.260 (0.775)\tData 0.000 (0.490)\tLoss 1.8435 (1.8411)\tPrec@1 24.609 (25.463)\tPrec@5 90.625 (90.842)\n",
            "Epoch: [39][440/663]\tTime 3.383 (0.777)\tData 3.060 (0.492)\tLoss 1.9354 (1.8412)\tPrec@1 27.734 (25.467)\tPrec@5 87.500 (90.831)\n",
            "Epoch: [39][450/663]\tTime 0.279 (0.772)\tData 0.000 (0.487)\tLoss 1.8778 (1.8412)\tPrec@1 24.219 (25.460)\tPrec@5 89.453 (90.827)\n",
            "Epoch: [39][460/663]\tTime 0.267 (0.774)\tData 0.000 (0.490)\tLoss 1.9834 (1.8423)\tPrec@1 24.219 (25.427)\tPrec@5 91.406 (90.822)\n",
            "Epoch: [39][470/663]\tTime 3.378 (0.777)\tData 3.045 (0.492)\tLoss 1.8521 (1.8421)\tPrec@1 25.391 (25.444)\tPrec@5 90.234 (90.821)\n",
            "Epoch: [39][480/663]\tTime 0.284 (0.772)\tData 0.000 (0.487)\tLoss 1.8649 (1.8427)\tPrec@1 26.172 (25.412)\tPrec@5 87.500 (90.817)\n",
            "Epoch: [39][490/663]\tTime 0.266 (0.775)\tData 0.000 (0.490)\tLoss 2.0647 (1.8434)\tPrec@1 23.047 (25.414)\tPrec@5 87.109 (90.824)\n",
            "Epoch: [39][500/663]\tTime 3.290 (0.776)\tData 2.994 (0.491)\tLoss 1.8218 (1.8432)\tPrec@1 25.000 (25.380)\tPrec@5 91.406 (90.838)\n",
            "Epoch: [39][510/663]\tTime 0.280 (0.772)\tData 0.000 (0.487)\tLoss 1.8595 (1.8427)\tPrec@1 23.047 (25.381)\tPrec@5 89.453 (90.841)\n",
            "Epoch: [39][520/663]\tTime 0.278 (0.774)\tData 0.003 (0.488)\tLoss 1.9256 (1.8431)\tPrec@1 21.094 (25.368)\tPrec@5 89.844 (90.819)\n",
            "Epoch: [39][530/663]\tTime 3.227 (0.776)\tData 2.912 (0.490)\tLoss 1.7544 (1.8428)\tPrec@1 24.609 (25.390)\tPrec@5 93.750 (90.800)\n",
            "Epoch: [39][540/663]\tTime 0.285 (0.772)\tData 0.000 (0.486)\tLoss 1.8856 (1.8426)\tPrec@1 20.703 (25.390)\tPrec@5 91.406 (90.796)\n",
            "Epoch: [39][550/663]\tTime 0.279 (0.774)\tData 0.004 (0.488)\tLoss 1.9444 (1.8428)\tPrec@1 25.391 (25.386)\tPrec@5 90.234 (90.800)\n",
            "Epoch: [39][560/663]\tTime 3.374 (0.776)\tData 3.048 (0.490)\tLoss 1.8450 (1.8424)\tPrec@1 27.344 (25.402)\tPrec@5 89.453 (90.800)\n",
            "Epoch: [39][570/663]\tTime 0.280 (0.772)\tData 0.000 (0.487)\tLoss 1.7230 (1.8421)\tPrec@1 28.516 (25.417)\tPrec@5 93.359 (90.800)\n",
            "Epoch: [39][580/663]\tTime 0.310 (0.773)\tData 0.001 (0.488)\tLoss 1.7937 (1.8423)\tPrec@1 25.391 (25.415)\tPrec@5 92.188 (90.800)\n",
            "Epoch: [39][590/663]\tTime 3.100 (0.775)\tData 2.768 (0.489)\tLoss 1.7442 (1.8414)\tPrec@1 26.172 (25.416)\tPrec@5 91.406 (90.815)\n",
            "Epoch: [39][600/663]\tTime 0.264 (0.771)\tData 0.000 (0.485)\tLoss 1.8787 (1.8412)\tPrec@1 24.219 (25.422)\tPrec@5 91.797 (90.820)\n",
            "Epoch: [39][610/663]\tTime 0.260 (0.772)\tData 0.000 (0.486)\tLoss 1.8197 (1.8406)\tPrec@1 27.734 (25.425)\tPrec@5 92.188 (90.826)\n",
            "Epoch: [39][620/663]\tTime 3.407 (0.774)\tData 3.034 (0.488)\tLoss 1.8421 (1.8405)\tPrec@1 23.828 (25.435)\tPrec@5 90.625 (90.820)\n",
            "Epoch: [39][630/663]\tTime 0.266 (0.771)\tData 0.000 (0.485)\tLoss 1.8286 (1.8404)\tPrec@1 22.656 (25.425)\tPrec@5 89.844 (90.818)\n",
            "Epoch: [39][640/663]\tTime 0.280 (0.773)\tData 0.000 (0.487)\tLoss 1.8805 (1.8402)\tPrec@1 26.953 (25.425)\tPrec@5 87.891 (90.813)\n",
            "Epoch: [39][650/663]\tTime 2.983 (0.774)\tData 2.673 (0.488)\tLoss 1.7805 (1.8400)\tPrec@1 25.781 (25.415)\tPrec@5 91.797 (90.812)\n",
            "Epoch: [39][660/663]\tTime 0.258 (0.767)\tData 0.000 (0.481)\tLoss 1.8485 (1.8396)\tPrec@1 27.734 (25.424)\tPrec@5 87.891 (90.822)\n",
            "Test: [0/166]\tTime 5.107 (5.107)\tLoss 3.0528 (3.0528)\tPrec@1 15.234 (15.234)\tPrec@5 69.531 (69.531)\n",
            "Test: [10/166]\tTime 0.315 (0.946)\tLoss 14.8274 (5.1413)\tPrec@1 0.000 (12.393)\tPrec@5 0.000 (55.540)\n",
            "Test: [20/166]\tTime 0.304 (0.848)\tLoss 14.4308 (9.6024)\tPrec@1 0.000 (6.492)\tPrec@5 0.000 (29.092)\n",
            "Test: [30/166]\tTime 2.075 (0.785)\tLoss 4.3779 (10.8444)\tPrec@1 10.938 (4.751)\tPrec@5 67.969 (21.900)\n",
            "Test: [40/166]\tTime 0.331 (0.728)\tLoss 2.5018 (8.7989)\tPrec@1 13.281 (7.050)\tPrec@5 80.859 (36.157)\n",
            "Test: [50/166]\tTime 0.332 (0.727)\tLoss 2.7060 (7.5774)\tPrec@1 9.766 (7.721)\tPrec@5 78.125 (44.807)\n",
            "Test: [60/166]\tTime 1.829 (0.724)\tLoss 2.5421 (6.7578)\tPrec@1 13.672 (8.280)\tPrec@5 85.938 (50.717)\n",
            "Test: [70/166]\tTime 0.331 (0.702)\tLoss 1.7140 (6.0944)\tPrec@1 25.781 (10.200)\tPrec@5 95.312 (56.195)\n",
            "Test: [80/166]\tTime 0.508 (0.705)\tLoss 1.6287 (5.5493)\tPrec@1 32.031 (12.495)\tPrec@5 97.266 (61.294)\n",
            "Test: [90/166]\tTime 1.944 (0.704)\tLoss 1.5802 (5.1217)\tPrec@1 30.469 (14.217)\tPrec@5 97.656 (65.260)\n",
            "Test: [100/166]\tTime 0.314 (0.696)\tLoss 1.6369 (4.7813)\tPrec@1 30.469 (15.668)\tPrec@5 98.047 (68.402)\n",
            "Test: [110/166]\tTime 0.321 (0.702)\tLoss 1.6614 (4.4966)\tPrec@1 19.531 (16.558)\tPrec@5 99.219 (71.140)\n",
            "Test: [120/166]\tTime 2.077 (0.703)\tLoss 1.3704 (4.2448)\tPrec@1 35.547 (17.701)\tPrec@5 100.000 (73.492)\n",
            "Test: [130/166]\tTime 0.308 (0.693)\tLoss 1.3970 (4.0341)\tPrec@1 34.375 (18.494)\tPrec@5 99.609 (75.489)\n",
            "Test: [140/166]\tTime 0.468 (0.696)\tLoss 1.4917 (3.8558)\tPrec@1 35.547 (19.459)\tPrec@5 99.219 (77.205)\n",
            "Test: [150/166]\tTime 2.211 (0.698)\tLoss 1.4982 (3.7000)\tPrec@1 38.281 (20.799)\tPrec@5 100.000 (78.692)\n",
            "Test: [160/166]\tTime 0.297 (0.688)\tLoss 2.1287 (3.5889)\tPrec@1 18.359 (20.926)\tPrec@5 86.719 (79.515)\n",
            " * Prec@1 20.681 Prec@5 79.198\n",
            "Epoch: [40][0/663]\tTime 4.949 (4.949)\tData 4.638 (4.638)\tLoss 1.7797 (1.7797)\tPrec@1 26.172 (26.172)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [40][10/663]\tTime 0.260 (1.018)\tData 0.000 (0.734)\tLoss 1.7887 (1.7860)\tPrec@1 27.734 (26.527)\tPrec@5 92.188 (91.832)\n",
            "Epoch: [40][20/663]\tTime 0.261 (0.960)\tData 0.001 (0.673)\tLoss 1.7509 (1.8098)\tPrec@1 28.516 (26.321)\tPrec@5 94.531 (91.462)\n",
            "Epoch: [40][30/663]\tTime 2.334 (0.908)\tData 2.013 (0.623)\tLoss 1.9007 (1.8132)\tPrec@1 20.312 (25.920)\tPrec@5 89.062 (91.179)\n",
            "Epoch: [40][40/663]\tTime 0.271 (0.855)\tData 0.000 (0.569)\tLoss 1.7509 (1.8098)\tPrec@1 26.172 (25.676)\tPrec@5 94.531 (91.282)\n",
            "Epoch: [40][50/663]\tTime 0.277 (0.859)\tData 0.000 (0.574)\tLoss 1.8724 (1.8110)\tPrec@1 27.344 (25.820)\tPrec@5 89.844 (91.322)\n",
            "Epoch: [40][60/663]\tTime 2.391 (0.846)\tData 2.065 (0.563)\tLoss 1.7783 (1.8176)\tPrec@1 29.297 (25.762)\tPrec@5 92.188 (91.291)\n",
            "Epoch: [40][70/663]\tTime 0.296 (0.829)\tData 0.001 (0.545)\tLoss 1.7874 (1.8179)\tPrec@1 25.781 (25.748)\tPrec@5 91.406 (91.291)\n",
            "Epoch: [40][80/663]\tTime 0.266 (0.842)\tData 0.000 (0.559)\tLoss 1.7401 (1.8175)\tPrec@1 30.859 (25.617)\tPrec@5 91.016 (91.281)\n",
            "Epoch: [40][90/663]\tTime 1.957 (0.834)\tData 1.692 (0.551)\tLoss 1.8813 (1.8205)\tPrec@1 23.047 (25.532)\tPrec@5 90.234 (91.174)\n",
            "Epoch: [40][100/663]\tTime 0.346 (0.825)\tData 0.000 (0.543)\tLoss 1.7858 (1.8218)\tPrec@1 28.516 (25.603)\tPrec@5 91.016 (91.159)\n",
            "Epoch: [40][110/663]\tTime 0.268 (0.832)\tData 0.001 (0.550)\tLoss 1.9298 (1.8249)\tPrec@1 23.047 (25.619)\tPrec@5 89.844 (91.054)\n",
            "Epoch: [40][120/663]\tTime 0.887 (0.816)\tData 0.612 (0.534)\tLoss 1.7485 (1.8238)\tPrec@1 28.516 (25.659)\tPrec@5 93.359 (91.048)\n",
            "Epoch: [40][130/663]\tTime 0.263 (0.817)\tData 0.000 (0.534)\tLoss 1.7828 (1.8244)\tPrec@1 26.562 (25.596)\tPrec@5 91.797 (91.028)\n",
            "Epoch: [40][140/663]\tTime 0.312 (0.820)\tData 0.000 (0.536)\tLoss 1.9209 (1.8289)\tPrec@1 23.438 (25.435)\tPrec@5 89.453 (90.966)\n",
            "Epoch: [40][150/663]\tTime 0.282 (0.807)\tData 0.000 (0.522)\tLoss 1.8581 (1.8287)\tPrec@1 21.875 (25.427)\tPrec@5 89.062 (90.920)\n",
            "Epoch: [40][160/663]\tTime 0.267 (0.809)\tData 0.000 (0.523)\tLoss 1.7794 (1.8291)\tPrec@1 25.000 (25.405)\tPrec@5 93.750 (90.928)\n",
            "Epoch: [40][170/663]\tTime 0.266 (0.815)\tData 0.000 (0.527)\tLoss 1.8004 (1.8278)\tPrec@1 26.562 (25.393)\tPrec@5 91.016 (90.972)\n",
            "Epoch: [40][180/663]\tTime 0.287 (0.800)\tData 0.000 (0.512)\tLoss 1.8460 (1.8284)\tPrec@1 26.953 (25.376)\tPrec@5 89.062 (90.910)\n",
            "Epoch: [40][190/663]\tTime 0.264 (0.804)\tData 0.000 (0.516)\tLoss 1.7799 (1.8273)\tPrec@1 25.000 (25.456)\tPrec@5 91.797 (90.909)\n",
            "Epoch: [40][200/663]\tTime 0.305 (0.808)\tData 0.000 (0.519)\tLoss 1.8569 (1.8275)\tPrec@1 25.000 (25.443)\tPrec@5 89.844 (90.907)\n",
            "Epoch: [40][210/663]\tTime 0.270 (0.797)\tData 0.000 (0.508)\tLoss 1.8874 (1.8282)\tPrec@1 24.219 (25.430)\tPrec@5 91.406 (90.892)\n",
            "Epoch: [40][220/663]\tTime 0.401 (0.800)\tData 0.003 (0.510)\tLoss 1.7882 (1.8277)\tPrec@1 23.828 (25.345)\tPrec@5 91.406 (90.890)\n",
            "Epoch: [40][230/663]\tTime 0.381 (0.803)\tData 0.001 (0.512)\tLoss 1.8227 (1.8289)\tPrec@1 21.094 (25.325)\tPrec@5 94.141 (90.897)\n",
            "Epoch: [40][240/663]\tTime 0.284 (0.795)\tData 0.000 (0.504)\tLoss 1.9302 (1.8296)\tPrec@1 28.125 (25.323)\tPrec@5 90.625 (90.905)\n",
            "Epoch: [40][250/663]\tTime 0.278 (0.797)\tData 0.000 (0.506)\tLoss 1.7498 (1.8296)\tPrec@1 26.953 (25.364)\tPrec@5 94.922 (90.942)\n",
            "Epoch: [40][260/663]\tTime 0.269 (0.799)\tData 0.000 (0.508)\tLoss 1.7512 (1.8302)\tPrec@1 26.953 (25.302)\tPrec@5 92.969 (90.945)\n",
            "Epoch: [40][270/663]\tTime 0.268 (0.792)\tData 0.000 (0.501)\tLoss 1.8435 (1.8311)\tPrec@1 26.953 (25.332)\tPrec@5 87.500 (90.903)\n",
            "Epoch: [40][280/663]\tTime 0.271 (0.795)\tData 0.004 (0.504)\tLoss 1.8429 (1.8320)\tPrec@1 26.172 (25.328)\tPrec@5 89.844 (90.888)\n",
            "Epoch: [40][290/663]\tTime 0.276 (0.799)\tData 0.000 (0.508)\tLoss 1.8056 (1.8315)\tPrec@1 29.297 (25.377)\tPrec@5 89.844 (90.897)\n",
            "Epoch: [40][300/663]\tTime 0.268 (0.793)\tData 0.000 (0.502)\tLoss 1.9298 (1.8325)\tPrec@1 23.047 (25.375)\tPrec@5 89.453 (90.890)\n",
            "Epoch: [40][310/663]\tTime 0.263 (0.795)\tData 0.000 (0.504)\tLoss 1.7795 (1.8329)\tPrec@1 25.391 (25.369)\tPrec@5 89.844 (90.886)\n",
            "Epoch: [40][320/663]\tTime 0.282 (0.797)\tData 0.003 (0.507)\tLoss 1.9038 (1.8323)\tPrec@1 24.609 (25.447)\tPrec@5 88.672 (90.884)\n",
            "Epoch: [40][330/663]\tTime 0.270 (0.791)\tData 0.000 (0.500)\tLoss 1.8594 (1.8323)\tPrec@1 25.391 (25.460)\tPrec@5 93.359 (90.880)\n",
            "Epoch: [40][340/663]\tTime 0.262 (0.794)\tData 0.000 (0.503)\tLoss 1.8592 (1.8326)\tPrec@1 24.609 (25.463)\tPrec@5 91.406 (90.872)\n",
            "Epoch: [40][350/663]\tTime 0.266 (0.797)\tData 0.000 (0.506)\tLoss 1.7878 (1.8318)\tPrec@1 33.203 (25.480)\tPrec@5 91.406 (90.887)\n",
            "Epoch: [40][360/663]\tTime 0.263 (0.791)\tData 0.000 (0.500)\tLoss 1.9142 (1.8326)\tPrec@1 20.703 (25.451)\tPrec@5 87.891 (90.878)\n",
            "Epoch: [40][370/663]\tTime 0.356 (0.794)\tData 0.000 (0.503)\tLoss 1.7751 (1.8325)\tPrec@1 26.562 (25.435)\tPrec@5 91.406 (90.865)\n",
            "Epoch: [40][380/663]\tTime 0.266 (0.796)\tData 0.000 (0.505)\tLoss 1.8395 (1.8321)\tPrec@1 16.797 (25.433)\tPrec@5 89.453 (90.857)\n",
            "Epoch: [40][390/663]\tTime 0.277 (0.789)\tData 0.000 (0.498)\tLoss 1.8126 (1.8314)\tPrec@1 24.219 (25.441)\tPrec@5 90.625 (90.850)\n",
            "Epoch: [40][400/663]\tTime 0.288 (0.792)\tData 0.000 (0.502)\tLoss 1.8027 (1.8309)\tPrec@1 25.000 (25.474)\tPrec@5 91.797 (90.849)\n",
            "Epoch: [40][410/663]\tTime 0.278 (0.794)\tData 0.000 (0.504)\tLoss 1.8146 (1.8304)\tPrec@1 25.781 (25.491)\tPrec@5 89.453 (90.852)\n",
            "Epoch: [40][420/663]\tTime 0.272 (0.790)\tData 0.002 (0.499)\tLoss 1.8979 (1.8304)\tPrec@1 22.266 (25.501)\tPrec@5 87.891 (90.855)\n",
            "Epoch: [40][430/663]\tTime 0.271 (0.791)\tData 0.000 (0.501)\tLoss 1.8260 (1.8303)\tPrec@1 20.312 (25.496)\tPrec@5 89.062 (90.846)\n",
            "Epoch: [40][440/663]\tTime 0.360 (0.793)\tData 0.002 (0.502)\tLoss 1.7586 (1.8306)\tPrec@1 25.391 (25.488)\tPrec@5 91.406 (90.829)\n",
            "Epoch: [40][450/663]\tTime 0.282 (0.788)\tData 0.006 (0.498)\tLoss 1.7677 (1.8308)\tPrec@1 26.562 (25.487)\tPrec@5 91.406 (90.827)\n",
            "Epoch: [40][460/663]\tTime 0.277 (0.791)\tData 0.000 (0.500)\tLoss 1.7589 (1.8309)\tPrec@1 29.297 (25.479)\tPrec@5 93.359 (90.830)\n",
            "Epoch: [40][470/663]\tTime 0.262 (0.793)\tData 0.000 (0.503)\tLoss 1.7519 (1.8300)\tPrec@1 24.219 (25.503)\tPrec@5 91.797 (90.846)\n",
            "Epoch: [40][480/663]\tTime 0.288 (0.788)\tData 0.000 (0.498)\tLoss 1.8636 (1.8296)\tPrec@1 25.391 (25.497)\tPrec@5 89.062 (90.865)\n",
            "Epoch: [40][490/663]\tTime 0.273 (0.790)\tData 0.000 (0.500)\tLoss 1.7113 (1.8294)\tPrec@1 30.078 (25.501)\tPrec@5 91.797 (90.876)\n",
            "Epoch: [40][500/663]\tTime 0.288 (0.792)\tData 0.000 (0.502)\tLoss 1.7460 (1.8289)\tPrec@1 30.859 (25.514)\tPrec@5 89.062 (90.878)\n",
            "Epoch: [40][510/663]\tTime 0.285 (0.787)\tData 0.000 (0.497)\tLoss 1.6746 (1.8286)\tPrec@1 28.906 (25.548)\tPrec@5 95.312 (90.876)\n",
            "Epoch: [40][520/663]\tTime 0.287 (0.789)\tData 0.000 (0.499)\tLoss 1.7815 (1.8283)\tPrec@1 25.391 (25.568)\tPrec@5 91.406 (90.869)\n",
            "Epoch: [40][530/663]\tTime 0.268 (0.790)\tData 0.001 (0.500)\tLoss 1.8541 (1.8287)\tPrec@1 23.438 (25.573)\tPrec@5 89.844 (90.861)\n",
            "Epoch: [40][540/663]\tTime 0.285 (0.787)\tData 0.000 (0.497)\tLoss 1.7343 (1.8288)\tPrec@1 28.516 (25.531)\tPrec@5 92.578 (90.868)\n",
            "Epoch: [40][550/663]\tTime 0.275 (0.789)\tData 0.000 (0.499)\tLoss 1.8331 (1.8290)\tPrec@1 20.703 (25.525)\tPrec@5 92.188 (90.864)\n",
            "Epoch: [40][560/663]\tTime 0.280 (0.791)\tData 0.000 (0.501)\tLoss 1.7860 (1.8285)\tPrec@1 23.828 (25.545)\tPrec@5 92.578 (90.874)\n",
            "Epoch: [40][570/663]\tTime 0.284 (0.787)\tData 0.001 (0.496)\tLoss 1.8867 (1.8294)\tPrec@1 21.875 (25.521)\tPrec@5 89.062 (90.851)\n",
            "Epoch: [40][580/663]\tTime 0.265 (0.787)\tData 0.000 (0.497)\tLoss 1.8604 (1.8300)\tPrec@1 28.906 (25.547)\tPrec@5 89.844 (90.827)\n",
            "Epoch: [40][590/663]\tTime 0.266 (0.790)\tData 0.000 (0.499)\tLoss 1.8525 (1.8301)\tPrec@1 29.297 (25.542)\tPrec@5 90.234 (90.829)\n",
            "Epoch: [40][600/663]\tTime 0.264 (0.786)\tData 0.000 (0.496)\tLoss 1.8415 (1.8299)\tPrec@1 25.000 (25.548)\tPrec@5 92.188 (90.831)\n",
            "Epoch: [40][610/663]\tTime 0.265 (0.788)\tData 0.000 (0.498)\tLoss 1.8014 (1.8299)\tPrec@1 23.438 (25.571)\tPrec@5 91.406 (90.828)\n",
            "Epoch: [40][620/663]\tTime 0.323 (0.790)\tData 0.003 (0.499)\tLoss 1.8354 (1.8298)\tPrec@1 23.438 (25.577)\tPrec@5 91.406 (90.827)\n",
            "Epoch: [40][630/663]\tTime 0.282 (0.786)\tData 0.001 (0.496)\tLoss 1.8749 (1.8299)\tPrec@1 21.875 (25.591)\tPrec@5 90.625 (90.829)\n",
            "Epoch: [40][640/663]\tTime 0.262 (0.788)\tData 0.000 (0.497)\tLoss 1.8243 (1.8303)\tPrec@1 25.000 (25.567)\tPrec@5 89.453 (90.820)\n",
            "Epoch: [40][650/663]\tTime 0.270 (0.789)\tData 0.003 (0.499)\tLoss 1.8068 (1.8305)\tPrec@1 20.312 (25.567)\tPrec@5 92.188 (90.818)\n",
            "Epoch: [40][660/663]\tTime 0.263 (0.782)\tData 0.000 (0.492)\tLoss 1.8557 (1.8306)\tPrec@1 27.734 (25.574)\tPrec@5 91.016 (90.821)\n",
            "Test: [0/166]\tTime 4.290 (4.290)\tLoss 2.6359 (2.6359)\tPrec@1 25.391 (25.391)\tPrec@5 70.312 (70.312)\n",
            "Test: [10/166]\tTime 0.323 (0.939)\tLoss 14.5637 (4.7493)\tPrec@1 0.000 (21.236)\tPrec@5 0.000 (55.788)\n",
            "Test: [20/166]\tTime 0.341 (0.836)\tLoss 14.2086 (9.2828)\tPrec@1 0.000 (11.124)\tPrec@5 0.000 (29.222)\n",
            "Test: [30/166]\tTime 2.496 (0.800)\tLoss 4.6241 (10.5666)\tPrec@1 1.953 (7.598)\tPrec@5 71.484 (22.102)\n",
            "Test: [40/166]\tTime 0.315 (0.738)\tLoss 2.8317 (8.6704)\tPrec@1 2.344 (6.612)\tPrec@5 82.422 (36.528)\n",
            "Test: [50/166]\tTime 0.324 (0.741)\tLoss 3.0333 (7.5387)\tPrec@1 2.344 (5.821)\tPrec@5 80.859 (45.167)\n",
            "Test: [60/166]\tTime 1.818 (0.730)\tLoss 2.8846 (6.7798)\tPrec@1 6.641 (5.462)\tPrec@5 86.719 (51.236)\n",
            "Test: [70/166]\tTime 0.330 (0.708)\tLoss 1.7123 (6.1330)\tPrec@1 23.047 (7.136)\tPrec@5 97.656 (56.943)\n",
            "Test: [80/166]\tTime 0.321 (0.706)\tLoss 1.6313 (5.5831)\tPrec@1 30.859 (9.664)\tPrec@5 98.047 (62.090)\n",
            "Test: [90/166]\tTime 2.432 (0.707)\tLoss 1.5650 (5.1508)\tPrec@1 27.734 (11.594)\tPrec@5 98.828 (66.114)\n",
            "Test: [100/166]\tTime 0.308 (0.692)\tLoss 1.6230 (4.8066)\tPrec@1 31.250 (13.243)\tPrec@5 98.438 (69.346)\n",
            "Test: [110/166]\tTime 0.445 (0.696)\tLoss 1.4761 (4.5110)\tPrec@1 32.031 (14.953)\tPrec@5 99.609 (72.037)\n",
            "Test: [120/166]\tTime 2.411 (0.697)\tLoss 1.2634 (4.2473)\tPrec@1 43.750 (17.181)\tPrec@5 100.000 (74.332)\n",
            "Test: [130/166]\tTime 0.488 (0.685)\tLoss 1.3040 (4.0270)\tPrec@1 41.797 (18.845)\tPrec@5 100.000 (76.267)\n",
            "Test: [140/166]\tTime 0.334 (0.689)\tLoss 1.6091 (3.8484)\tPrec@1 25.000 (19.620)\tPrec@5 99.219 (77.909)\n",
            "Test: [150/166]\tTime 1.942 (0.690)\tLoss 1.6146 (3.7000)\tPrec@1 20.703 (19.924)\tPrec@5 99.609 (79.333)\n",
            "Test: [160/166]\tTime 0.315 (0.683)\tLoss 1.8641 (3.5800)\tPrec@1 30.469 (20.490)\tPrec@5 90.234 (80.212)\n",
            " * Prec@1 20.281 Prec@5 79.842\n",
            "Epoch: [41][0/663]\tTime 5.268 (5.268)\tData 4.929 (4.929)\tLoss 1.7372 (1.7372)\tPrec@1 33.203 (33.203)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [41][10/663]\tTime 0.277 (1.036)\tData 0.000 (0.754)\tLoss 1.7276 (1.8200)\tPrec@1 28.516 (25.923)\tPrec@5 94.922 (91.158)\n",
            "Epoch: [41][20/663]\tTime 0.273 (0.973)\tData 0.002 (0.693)\tLoss 1.8609 (1.8227)\tPrec@1 27.344 (25.558)\tPrec@5 89.062 (91.369)\n",
            "Epoch: [41][30/663]\tTime 2.917 (0.928)\tData 2.586 (0.647)\tLoss 1.7700 (1.8225)\tPrec@1 25.000 (25.769)\tPrec@5 93.359 (91.305)\n",
            "Epoch: [41][40/663]\tTime 0.287 (0.844)\tData 0.000 (0.564)\tLoss 1.8431 (1.8245)\tPrec@1 28.516 (25.724)\tPrec@5 88.281 (91.111)\n",
            "Epoch: [41][50/663]\tTime 0.274 (0.834)\tData 0.002 (0.553)\tLoss 1.8336 (1.8185)\tPrec@1 24.609 (26.011)\tPrec@5 91.016 (91.207)\n",
            "Epoch: [41][60/663]\tTime 3.212 (0.839)\tData 2.901 (0.558)\tLoss 1.8087 (1.8169)\tPrec@1 30.859 (26.223)\tPrec@5 89.844 (91.131)\n",
            "Epoch: [41][70/663]\tTime 0.283 (0.809)\tData 0.000 (0.528)\tLoss 1.8129 (1.8203)\tPrec@1 24.219 (25.935)\tPrec@5 89.844 (90.950)\n",
            "Epoch: [41][80/663]\tTime 0.275 (0.811)\tData 0.002 (0.530)\tLoss 1.8432 (1.8224)\tPrec@1 24.219 (25.844)\tPrec@5 90.234 (90.856)\n",
            "Epoch: [41][90/663]\tTime 1.944 (0.805)\tData 1.674 (0.524)\tLoss 1.9182 (1.8211)\tPrec@1 23.047 (26.052)\tPrec@5 88.672 (90.878)\n",
            "Epoch: [41][100/663]\tTime 1.602 (0.802)\tData 1.328 (0.522)\tLoss 1.7346 (1.8221)\tPrec@1 26.172 (25.978)\tPrec@5 92.578 (90.873)\n",
            "Epoch: [41][110/663]\tTime 0.261 (0.792)\tData 0.000 (0.511)\tLoss 1.8506 (1.8237)\tPrec@1 23.047 (26.014)\tPrec@5 91.797 (90.868)\n",
            "Epoch: [41][120/663]\tTime 0.456 (0.796)\tData 0.000 (0.513)\tLoss 1.8478 (1.8264)\tPrec@1 22.266 (25.981)\tPrec@5 89.844 (90.851)\n",
            "Epoch: [41][130/663]\tTime 3.524 (0.806)\tData 3.212 (0.523)\tLoss 1.7946 (1.8292)\tPrec@1 26.953 (25.895)\tPrec@5 92.188 (90.807)\n",
            "Epoch: [41][140/663]\tTime 0.274 (0.790)\tData 0.000 (0.507)\tLoss 1.8954 (1.8300)\tPrec@1 26.172 (25.900)\tPrec@5 90.234 (90.764)\n",
            "Epoch: [41][150/663]\tTime 0.269 (0.798)\tData 0.001 (0.515)\tLoss 1.9516 (1.8283)\tPrec@1 25.000 (25.983)\tPrec@5 88.672 (90.832)\n",
            "Epoch: [41][160/663]\tTime 3.498 (0.803)\tData 3.169 (0.520)\tLoss 1.7771 (1.8282)\tPrec@1 25.000 (25.869)\tPrec@5 92.188 (90.829)\n",
            "Epoch: [41][170/663]\tTime 0.289 (0.791)\tData 0.000 (0.508)\tLoss 1.6967 (1.8255)\tPrec@1 25.391 (25.923)\tPrec@5 93.750 (90.890)\n",
            "Epoch: [41][180/663]\tTime 0.343 (0.797)\tData 0.000 (0.514)\tLoss 1.8472 (1.8247)\tPrec@1 25.391 (25.934)\tPrec@5 91.797 (90.929)\n",
            "Epoch: [41][190/663]\tTime 3.381 (0.801)\tData 3.023 (0.518)\tLoss 1.8152 (1.8261)\tPrec@1 24.219 (25.861)\tPrec@5 87.500 (90.881)\n",
            "Epoch: [41][200/663]\tTime 0.408 (0.790)\tData 0.000 (0.506)\tLoss 1.8932 (1.8282)\tPrec@1 24.219 (25.803)\tPrec@5 91.406 (90.848)\n",
            "Epoch: [41][210/663]\tTime 0.266 (0.794)\tData 0.000 (0.509)\tLoss 1.8384 (1.8276)\tPrec@1 28.125 (25.800)\tPrec@5 92.578 (90.892)\n",
            "Epoch: [41][220/663]\tTime 3.344 (0.796)\tData 2.965 (0.511)\tLoss 1.7410 (1.8266)\tPrec@1 27.734 (25.815)\tPrec@5 93.750 (90.915)\n",
            "Epoch: [41][230/663]\tTime 0.277 (0.787)\tData 0.000 (0.501)\tLoss 1.7905 (1.8258)\tPrec@1 27.734 (25.756)\tPrec@5 91.797 (90.911)\n",
            "Epoch: [41][240/663]\tTime 0.279 (0.789)\tData 0.000 (0.503)\tLoss 1.7772 (1.8253)\tPrec@1 25.781 (25.723)\tPrec@5 92.578 (90.935)\n",
            "Epoch: [41][250/663]\tTime 3.374 (0.794)\tData 2.958 (0.507)\tLoss 1.7860 (1.8251)\tPrec@1 25.781 (25.739)\tPrec@5 92.969 (90.896)\n",
            "Epoch: [41][260/663]\tTime 0.282 (0.783)\tData 0.004 (0.496)\tLoss 1.7140 (1.8240)\tPrec@1 28.906 (25.759)\tPrec@5 93.359 (90.890)\n",
            "Epoch: [41][270/663]\tTime 0.286 (0.785)\tData 0.000 (0.498)\tLoss 1.8068 (1.8227)\tPrec@1 23.047 (25.742)\tPrec@5 92.188 (90.912)\n",
            "Epoch: [41][280/663]\tTime 3.192 (0.788)\tData 2.897 (0.500)\tLoss 1.7585 (1.8217)\tPrec@1 24.219 (25.731)\tPrec@5 91.797 (90.936)\n",
            "Epoch: [41][290/663]\tTime 0.263 (0.783)\tData 0.000 (0.495)\tLoss 1.8086 (1.8222)\tPrec@1 27.344 (25.718)\tPrec@5 91.406 (90.935)\n",
            "Epoch: [41][300/663]\tTime 0.275 (0.785)\tData 0.005 (0.497)\tLoss 1.8124 (1.8229)\tPrec@1 21.484 (25.638)\tPrec@5 91.016 (90.903)\n",
            "Epoch: [41][310/663]\tTime 2.797 (0.787)\tData 2.471 (0.499)\tLoss 1.8571 (1.8223)\tPrec@1 21.094 (25.629)\tPrec@5 91.406 (90.925)\n",
            "Epoch: [41][320/663]\tTime 0.281 (0.781)\tData 0.001 (0.492)\tLoss 1.7810 (1.8232)\tPrec@1 26.562 (25.608)\tPrec@5 90.234 (90.890)\n",
            "Epoch: [41][330/663]\tTime 0.268 (0.783)\tData 0.000 (0.494)\tLoss 1.8754 (1.8233)\tPrec@1 21.484 (25.600)\tPrec@5 91.016 (90.886)\n",
            "Epoch: [41][340/663]\tTime 3.173 (0.787)\tData 2.867 (0.497)\tLoss 1.8960 (1.8242)\tPrec@1 26.562 (25.573)\tPrec@5 87.500 (90.870)\n",
            "Epoch: [41][350/663]\tTime 0.280 (0.781)\tData 0.000 (0.491)\tLoss 1.7651 (1.8240)\tPrec@1 25.391 (25.552)\tPrec@5 93.359 (90.882)\n",
            "Epoch: [41][360/663]\tTime 0.286 (0.783)\tData 0.000 (0.493)\tLoss 1.8854 (1.8233)\tPrec@1 25.391 (25.594)\tPrec@5 90.234 (90.898)\n",
            "Epoch: [41][370/663]\tTime 2.867 (0.785)\tData 2.453 (0.494)\tLoss 1.8955 (1.8238)\tPrec@1 25.781 (25.577)\tPrec@5 89.844 (90.891)\n",
            "Epoch: [41][380/663]\tTime 0.262 (0.780)\tData 0.003 (0.489)\tLoss 1.8973 (1.8233)\tPrec@1 24.219 (25.612)\tPrec@5 88.672 (90.901)\n",
            "Epoch: [41][390/663]\tTime 0.339 (0.781)\tData 0.003 (0.491)\tLoss 1.9400 (1.8228)\tPrec@1 20.703 (25.633)\tPrec@5 86.719 (90.882)\n",
            "Epoch: [41][400/663]\tTime 3.368 (0.784)\tData 3.036 (0.493)\tLoss 1.8298 (1.8219)\tPrec@1 25.000 (25.666)\tPrec@5 89.844 (90.902)\n",
            "Epoch: [41][410/663]\tTime 0.284 (0.779)\tData 0.000 (0.488)\tLoss 1.7497 (1.8208)\tPrec@1 25.781 (25.724)\tPrec@5 93.750 (90.930)\n",
            "Epoch: [41][420/663]\tTime 0.261 (0.781)\tData 0.002 (0.490)\tLoss 1.8926 (1.8215)\tPrec@1 24.219 (25.706)\tPrec@5 89.062 (90.896)\n",
            "Epoch: [41][430/663]\tTime 3.691 (0.783)\tData 3.363 (0.492)\tLoss 1.8252 (1.8220)\tPrec@1 23.047 (25.701)\tPrec@5 89.844 (90.889)\n",
            "Epoch: [41][440/663]\tTime 0.344 (0.778)\tData 0.000 (0.486)\tLoss 1.7527 (1.8222)\tPrec@1 27.344 (25.711)\tPrec@5 92.188 (90.911)\n",
            "Epoch: [41][450/663]\tTime 0.267 (0.780)\tData 0.000 (0.488)\tLoss 1.9132 (1.8223)\tPrec@1 22.656 (25.715)\tPrec@5 89.844 (90.905)\n",
            "Epoch: [41][460/663]\tTime 3.023 (0.781)\tData 2.691 (0.489)\tLoss 1.8270 (1.8225)\tPrec@1 23.828 (25.702)\tPrec@5 90.625 (90.898)\n",
            "Epoch: [41][470/663]\tTime 0.282 (0.777)\tData 0.000 (0.485)\tLoss 1.7590 (1.8229)\tPrec@1 28.125 (25.669)\tPrec@5 90.234 (90.904)\n",
            "Epoch: [41][480/663]\tTime 0.276 (0.778)\tData 0.000 (0.486)\tLoss 1.8500 (1.8223)\tPrec@1 25.391 (25.689)\tPrec@5 89.844 (90.916)\n",
            "Epoch: [41][490/663]\tTime 2.712 (0.780)\tData 2.376 (0.488)\tLoss 1.8048 (1.8215)\tPrec@1 23.047 (25.695)\tPrec@5 93.359 (90.926)\n",
            "Epoch: [41][500/663]\tTime 0.258 (0.776)\tData 0.000 (0.484)\tLoss 1.7939 (1.8214)\tPrec@1 28.125 (25.687)\tPrec@5 91.797 (90.917)\n",
            "Epoch: [41][510/663]\tTime 0.281 (0.778)\tData 0.002 (0.486)\tLoss 1.7817 (1.8215)\tPrec@1 25.781 (25.667)\tPrec@5 90.625 (90.922)\n",
            "Epoch: [41][520/663]\tTime 3.839 (0.781)\tData 3.496 (0.488)\tLoss 1.8812 (1.8212)\tPrec@1 23.047 (25.679)\tPrec@5 89.453 (90.918)\n",
            "Epoch: [41][530/663]\tTime 0.287 (0.775)\tData 0.004 (0.483)\tLoss 1.9260 (1.8217)\tPrec@1 21.484 (25.635)\tPrec@5 92.578 (90.908)\n",
            "Epoch: [41][540/663]\tTime 0.297 (0.778)\tData 0.000 (0.485)\tLoss 1.7890 (1.8215)\tPrec@1 28.516 (25.648)\tPrec@5 94.141 (90.916)\n",
            "Epoch: [41][550/663]\tTime 2.805 (0.778)\tData 2.485 (0.486)\tLoss 1.6366 (1.8218)\tPrec@1 33.203 (25.676)\tPrec@5 94.141 (90.908)\n",
            "Epoch: [41][560/663]\tTime 0.276 (0.775)\tData 0.001 (0.482)\tLoss 1.8207 (1.8225)\tPrec@1 27.734 (25.668)\tPrec@5 91.797 (90.877)\n",
            "Epoch: [41][570/663]\tTime 0.311 (0.776)\tData 0.000 (0.483)\tLoss 1.8313 (1.8227)\tPrec@1 26.562 (25.667)\tPrec@5 89.062 (90.866)\n",
            "Epoch: [41][580/663]\tTime 2.864 (0.778)\tData 2.567 (0.485)\tLoss 1.7678 (1.8220)\tPrec@1 25.781 (25.668)\tPrec@5 91.406 (90.877)\n",
            "Epoch: [41][590/663]\tTime 0.272 (0.775)\tData 0.003 (0.482)\tLoss 1.8835 (1.8226)\tPrec@1 21.094 (25.656)\tPrec@5 88.672 (90.850)\n",
            "Epoch: [41][600/663]\tTime 0.265 (0.776)\tData 0.000 (0.483)\tLoss 1.7998 (1.8227)\tPrec@1 23.828 (25.648)\tPrec@5 91.797 (90.843)\n",
            "Epoch: [41][610/663]\tTime 3.218 (0.778)\tData 2.877 (0.485)\tLoss 1.7877 (1.8229)\tPrec@1 21.484 (25.624)\tPrec@5 92.188 (90.844)\n",
            "Epoch: [41][620/663]\tTime 0.342 (0.775)\tData 0.002 (0.482)\tLoss 1.7602 (1.8225)\tPrec@1 31.641 (25.646)\tPrec@5 92.188 (90.855)\n",
            "Epoch: [41][630/663]\tTime 0.350 (0.777)\tData 0.002 (0.483)\tLoss 1.8677 (1.8224)\tPrec@1 19.141 (25.630)\tPrec@5 89.844 (90.858)\n",
            "Epoch: [41][640/663]\tTime 3.414 (0.778)\tData 3.106 (0.485)\tLoss 1.7960 (1.8226)\tPrec@1 26.172 (25.628)\tPrec@5 90.625 (90.846)\n",
            "Epoch: [41][650/663]\tTime 0.388 (0.775)\tData 0.006 (0.481)\tLoss 1.7922 (1.8232)\tPrec@1 23.047 (25.600)\tPrec@5 91.797 (90.829)\n",
            "Epoch: [41][660/663]\tTime 0.271 (0.771)\tData 0.000 (0.478)\tLoss 1.8139 (1.8232)\tPrec@1 26.172 (25.594)\tPrec@5 91.406 (90.817)\n",
            "Test: [0/166]\tTime 4.309 (4.309)\tLoss 2.5186 (2.5186)\tPrec@1 23.047 (23.047)\tPrec@5 74.219 (74.219)\n",
            "Test: [10/166]\tTime 0.315 (0.934)\tLoss 14.8922 (4.7010)\tPrec@1 0.000 (19.744)\tPrec@5 0.000 (61.044)\n",
            "Test: [20/166]\tTime 0.311 (0.851)\tLoss 14.4771 (9.4003)\tPrec@1 0.000 (10.342)\tPrec@5 0.000 (31.975)\n",
            "Test: [30/166]\tTime 1.988 (0.810)\tLoss 4.3552 (10.7236)\tPrec@1 5.859 (7.195)\tPrec@5 70.312 (23.929)\n",
            "Test: [40/166]\tTime 0.317 (0.746)\tLoss 2.4887 (8.7037)\tPrec@1 5.078 (7.174)\tPrec@5 82.812 (37.986)\n",
            "Test: [50/166]\tTime 0.323 (0.745)\tLoss 2.6693 (7.4935)\tPrec@1 5.078 (6.863)\tPrec@5 79.688 (46.385)\n",
            "Test: [60/166]\tTime 2.142 (0.739)\tLoss 2.5315 (6.6826)\tPrec@1 7.812 (6.673)\tPrec@5 87.500 (52.216)\n",
            "Test: [70/166]\tTime 0.320 (0.713)\tLoss 1.5202 (6.0119)\tPrec@1 38.672 (9.590)\tPrec@5 97.656 (57.724)\n",
            "Test: [80/166]\tTime 0.343 (0.718)\tLoss 1.4267 (5.4517)\tPrec@1 44.141 (13.546)\tPrec@5 98.047 (62.741)\n",
            "Test: [90/166]\tTime 2.477 (0.719)\tLoss 1.3971 (5.0131)\tPrec@1 41.797 (16.655)\tPrec@5 98.438 (66.638)\n",
            "Test: [100/166]\tTime 0.318 (0.701)\tLoss 1.4498 (4.6641)\tPrec@1 44.922 (19.210)\tPrec@5 98.047 (69.787)\n",
            "Test: [110/166]\tTime 0.300 (0.705)\tLoss 2.3301 (4.4112)\tPrec@1 1.562 (19.204)\tPrec@5 95.703 (72.304)\n",
            "Test: [120/166]\tTime 2.262 (0.707)\tLoss 1.9154 (4.2145)\tPrec@1 2.344 (17.733)\tPrec@5 98.828 (74.474)\n",
            "Test: [130/166]\tTime 0.330 (0.695)\tLoss 1.8961 (4.0469)\tPrec@1 1.562 (16.484)\tPrec@5 98.438 (76.270)\n",
            "Test: [140/166]\tTime 0.334 (0.695)\tLoss 1.2394 (3.8787)\tPrec@1 65.234 (17.368)\tPrec@5 100.000 (77.887)\n",
            "Test: [150/166]\tTime 1.921 (0.696)\tLoss 1.2557 (3.7066)\tPrec@1 64.844 (20.323)\tPrec@5 100.000 (79.346)\n",
            "Test: [160/166]\tTime 0.322 (0.685)\tLoss 2.2440 (3.5958)\tPrec@1 8.203 (20.543)\tPrec@5 82.812 (80.015)\n",
            " * Prec@1 20.236 Prec@5 79.656\n",
            "Epoch: [42][0/663]\tTime 5.877 (5.877)\tData 5.560 (5.560)\tLoss 1.7862 (1.7862)\tPrec@1 26.562 (26.562)\tPrec@5 90.234 (90.234)\n",
            "Epoch: [42][10/663]\tTime 0.278 (1.047)\tData 0.000 (0.767)\tLoss 1.8099 (1.7991)\tPrec@1 24.219 (24.929)\tPrec@5 90.625 (90.696)\n",
            "Epoch: [42][20/663]\tTime 0.312 (0.946)\tData 0.000 (0.663)\tLoss 1.8726 (1.8051)\tPrec@1 27.734 (25.279)\tPrec@5 91.016 (91.313)\n",
            "Epoch: [42][30/663]\tTime 2.795 (0.904)\tData 2.467 (0.620)\tLoss 1.8064 (1.8162)\tPrec@1 24.609 (25.139)\tPrec@5 90.625 (90.902)\n",
            "Epoch: [42][40/663]\tTime 0.289 (0.855)\tData 0.002 (0.570)\tLoss 1.8385 (1.8165)\tPrec@1 25.391 (25.257)\tPrec@5 90.234 (90.835)\n",
            "Epoch: [42][50/663]\tTime 0.270 (0.867)\tData 0.005 (0.583)\tLoss 1.7884 (1.8133)\tPrec@1 25.781 (25.329)\tPrec@5 90.234 (90.901)\n",
            "Epoch: [42][60/663]\tTime 0.906 (0.828)\tData 0.641 (0.543)\tLoss 1.7636 (1.8139)\tPrec@1 27.734 (25.467)\tPrec@5 91.016 (90.881)\n",
            "Epoch: [42][70/663]\tTime 0.266 (0.822)\tData 0.001 (0.536)\tLoss 1.8200 (1.8123)\tPrec@1 27.734 (25.655)\tPrec@5 89.844 (90.851)\n",
            "Epoch: [42][80/663]\tTime 0.281 (0.825)\tData 0.000 (0.540)\tLoss 1.7159 (1.8162)\tPrec@1 23.438 (25.492)\tPrec@5 92.969 (90.765)\n",
            "Epoch: [42][90/663]\tTime 1.396 (0.808)\tData 1.116 (0.522)\tLoss 1.7479 (1.8139)\tPrec@1 27.344 (25.588)\tPrec@5 92.578 (90.883)\n",
            "Epoch: [42][100/663]\tTime 0.267 (0.797)\tData 0.001 (0.512)\tLoss 1.8931 (1.8126)\tPrec@1 26.953 (25.607)\tPrec@5 90.625 (90.996)\n",
            "Epoch: [42][110/663]\tTime 0.271 (0.801)\tData 0.000 (0.517)\tLoss 1.8677 (1.8130)\tPrec@1 25.000 (25.510)\tPrec@5 88.281 (90.998)\n",
            "Epoch: [42][120/663]\tTime 2.685 (0.801)\tData 2.384 (0.517)\tLoss 1.7606 (1.8118)\tPrec@1 32.422 (25.555)\tPrec@5 92.969 (90.999)\n",
            "Epoch: [42][130/663]\tTime 0.375 (0.785)\tData 0.000 (0.501)\tLoss 1.7882 (1.8101)\tPrec@1 29.297 (25.626)\tPrec@5 91.797 (91.036)\n",
            "Epoch: [42][140/663]\tTime 0.348 (0.791)\tData 0.000 (0.506)\tLoss 1.8547 (1.8109)\tPrec@1 24.609 (25.593)\tPrec@5 87.500 (91.013)\n",
            "Epoch: [42][150/663]\tTime 3.424 (0.795)\tData 3.054 (0.510)\tLoss 1.8026 (1.8107)\tPrec@1 26.172 (25.634)\tPrec@5 89.844 (91.005)\n",
            "Epoch: [42][160/663]\tTime 0.340 (0.781)\tData 0.001 (0.496)\tLoss 1.7826 (1.8121)\tPrec@1 30.078 (25.614)\tPrec@5 92.188 (90.977)\n",
            "Epoch: [42][170/663]\tTime 0.267 (0.784)\tData 0.000 (0.498)\tLoss 1.6986 (1.8113)\tPrec@1 30.078 (25.642)\tPrec@5 92.578 (91.034)\n",
            "Epoch: [42][180/663]\tTime 3.198 (0.788)\tData 2.901 (0.502)\tLoss 1.7239 (1.8108)\tPrec@1 25.000 (25.572)\tPrec@5 94.531 (91.078)\n",
            "Epoch: [42][190/663]\tTime 0.270 (0.777)\tData 0.000 (0.491)\tLoss 1.7571 (1.8081)\tPrec@1 30.078 (25.644)\tPrec@5 93.750 (91.147)\n",
            "Epoch: [42][200/663]\tTime 0.308 (0.780)\tData 0.000 (0.494)\tLoss 1.7592 (1.8081)\tPrec@1 29.688 (25.696)\tPrec@5 88.672 (91.119)\n",
            "Epoch: [42][210/663]\tTime 3.095 (0.783)\tData 2.758 (0.496)\tLoss 1.8042 (1.8097)\tPrec@1 23.047 (25.691)\tPrec@5 92.578 (91.088)\n",
            "Epoch: [42][220/663]\tTime 0.296 (0.774)\tData 0.000 (0.487)\tLoss 1.7354 (1.8076)\tPrec@1 28.906 (25.806)\tPrec@5 91.797 (91.118)\n",
            "Epoch: [42][230/663]\tTime 0.282 (0.778)\tData 0.000 (0.490)\tLoss 1.8841 (1.8073)\tPrec@1 25.391 (25.776)\tPrec@5 89.062 (91.141)\n",
            "Epoch: [42][240/663]\tTime 3.371 (0.781)\tData 3.049 (0.494)\tLoss 1.8508 (1.8095)\tPrec@1 23.438 (25.707)\tPrec@5 89.062 (91.092)\n",
            "Epoch: [42][250/663]\tTime 0.282 (0.770)\tData 0.001 (0.483)\tLoss 1.7608 (1.8102)\tPrec@1 23.828 (25.730)\tPrec@5 92.578 (91.076)\n",
            "Epoch: [42][260/663]\tTime 0.304 (0.774)\tData 0.000 (0.486)\tLoss 1.9282 (1.8119)\tPrec@1 26.562 (25.714)\tPrec@5 88.672 (91.059)\n",
            "Epoch: [42][270/663]\tTime 2.638 (0.775)\tData 2.329 (0.487)\tLoss 1.8843 (1.8120)\tPrec@1 28.125 (25.719)\tPrec@5 87.109 (91.047)\n",
            "Epoch: [42][280/663]\tTime 0.273 (0.768)\tData 0.000 (0.480)\tLoss 1.7386 (1.8125)\tPrec@1 26.953 (25.721)\tPrec@5 91.406 (91.028)\n",
            "Epoch: [42][290/663]\tTime 0.332 (0.771)\tData 0.000 (0.482)\tLoss 1.8037 (1.8117)\tPrec@1 25.781 (25.757)\tPrec@5 89.062 (91.069)\n",
            "Epoch: [42][300/663]\tTime 2.971 (0.773)\tData 2.647 (0.484)\tLoss 1.8377 (1.8111)\tPrec@1 22.266 (25.731)\tPrec@5 92.969 (91.117)\n",
            "Epoch: [42][310/663]\tTime 0.312 (0.766)\tData 0.000 (0.477)\tLoss 1.7147 (1.8118)\tPrec@1 29.688 (25.736)\tPrec@5 92.969 (91.090)\n",
            "Epoch: [42][320/663]\tTime 0.276 (0.769)\tData 0.000 (0.479)\tLoss 1.8518 (1.8127)\tPrec@1 26.172 (25.697)\tPrec@5 92.969 (91.058)\n",
            "Epoch: [42][330/663]\tTime 2.909 (0.770)\tData 2.567 (0.480)\tLoss 1.9110 (1.8131)\tPrec@1 26.953 (25.654)\tPrec@5 89.844 (91.066)\n",
            "Epoch: [42][340/663]\tTime 0.266 (0.765)\tData 0.000 (0.475)\tLoss 1.8183 (1.8137)\tPrec@1 24.219 (25.615)\tPrec@5 90.625 (91.068)\n",
            "Epoch: [42][350/663]\tTime 0.288 (0.768)\tData 0.000 (0.478)\tLoss 1.8036 (1.8139)\tPrec@1 25.781 (25.650)\tPrec@5 92.969 (91.076)\n",
            "Epoch: [42][360/663]\tTime 3.087 (0.769)\tData 2.762 (0.478)\tLoss 1.7834 (1.8141)\tPrec@1 23.047 (25.607)\tPrec@5 92.969 (91.079)\n",
            "Epoch: [42][370/663]\tTime 0.299 (0.764)\tData 0.004 (0.473)\tLoss 1.8204 (1.8142)\tPrec@1 26.172 (25.600)\tPrec@5 90.234 (91.072)\n",
            "Epoch: [42][380/663]\tTime 0.261 (0.766)\tData 0.004 (0.474)\tLoss 1.7588 (1.8145)\tPrec@1 27.734 (25.584)\tPrec@5 89.453 (91.068)\n",
            "Epoch: [42][390/663]\tTime 3.116 (0.768)\tData 2.786 (0.477)\tLoss 1.8360 (1.8141)\tPrec@1 26.953 (25.600)\tPrec@5 89.453 (91.068)\n",
            "Epoch: [42][400/663]\tTime 0.264 (0.762)\tData 0.000 (0.471)\tLoss 1.8425 (1.8140)\tPrec@1 25.000 (25.577)\tPrec@5 90.625 (91.068)\n",
            "Epoch: [42][410/663]\tTime 0.324 (0.764)\tData 0.000 (0.472)\tLoss 1.9596 (1.8152)\tPrec@1 23.438 (25.542)\tPrec@5 86.719 (91.023)\n",
            "Epoch: [42][420/663]\tTime 3.131 (0.767)\tData 2.819 (0.475)\tLoss 1.7556 (1.8149)\tPrec@1 29.297 (25.541)\tPrec@5 91.797 (91.033)\n",
            "Epoch: [42][430/663]\tTime 0.280 (0.761)\tData 0.000 (0.470)\tLoss 1.7222 (1.8148)\tPrec@1 31.641 (25.548)\tPrec@5 91.797 (91.040)\n",
            "Epoch: [42][440/663]\tTime 0.279 (0.763)\tData 0.000 (0.471)\tLoss 1.8364 (1.8156)\tPrec@1 25.000 (25.508)\tPrec@5 91.797 (91.020)\n",
            "Epoch: [42][450/663]\tTime 2.676 (0.765)\tData 2.328 (0.473)\tLoss 1.8540 (1.8155)\tPrec@1 23.438 (25.488)\tPrec@5 89.844 (91.012)\n",
            "Epoch: [42][460/663]\tTime 0.262 (0.761)\tData 0.000 (0.469)\tLoss 1.8904 (1.8155)\tPrec@1 27.734 (25.501)\tPrec@5 89.844 (91.011)\n",
            "Epoch: [42][470/663]\tTime 0.268 (0.763)\tData 0.000 (0.470)\tLoss 1.7576 (1.8155)\tPrec@1 26.953 (25.502)\tPrec@5 91.016 (91.011)\n",
            "Epoch: [42][480/663]\tTime 3.153 (0.764)\tData 2.830 (0.472)\tLoss 1.8330 (1.8156)\tPrec@1 26.172 (25.481)\tPrec@5 91.406 (91.018)\n",
            "Epoch: [42][490/663]\tTime 0.267 (0.760)\tData 0.000 (0.468)\tLoss 1.7485 (1.8150)\tPrec@1 25.000 (25.488)\tPrec@5 90.625 (91.022)\n",
            "Epoch: [42][500/663]\tTime 0.283 (0.761)\tData 0.000 (0.469)\tLoss 1.7842 (1.8145)\tPrec@1 23.828 (25.469)\tPrec@5 94.141 (91.034)\n",
            "Epoch: [42][510/663]\tTime 2.957 (0.763)\tData 2.636 (0.470)\tLoss 1.8972 (1.8149)\tPrec@1 24.219 (25.459)\tPrec@5 89.062 (91.022)\n",
            "Epoch: [42][520/663]\tTime 0.263 (0.759)\tData 0.000 (0.467)\tLoss 1.8776 (1.8151)\tPrec@1 22.656 (25.450)\tPrec@5 91.406 (91.029)\n",
            "Epoch: [42][530/663]\tTime 0.261 (0.761)\tData 0.000 (0.468)\tLoss 1.8918 (1.8152)\tPrec@1 26.562 (25.452)\tPrec@5 88.281 (91.008)\n",
            "Epoch: [42][540/663]\tTime 3.251 (0.762)\tData 2.900 (0.469)\tLoss 1.7697 (1.8151)\tPrec@1 28.906 (25.466)\tPrec@5 93.359 (91.000)\n",
            "Epoch: [42][550/663]\tTime 0.278 (0.758)\tData 0.002 (0.465)\tLoss 1.7969 (1.8152)\tPrec@1 25.000 (25.461)\tPrec@5 91.016 (91.002)\n",
            "Epoch: [42][560/663]\tTime 0.286 (0.760)\tData 0.000 (0.467)\tLoss 1.9200 (1.8156)\tPrec@1 22.656 (25.459)\tPrec@5 88.281 (90.999)\n",
            "Epoch: [42][570/663]\tTime 2.717 (0.761)\tData 2.293 (0.468)\tLoss 1.8204 (1.8151)\tPrec@1 27.734 (25.478)\tPrec@5 90.625 (91.003)\n",
            "Epoch: [42][580/663]\tTime 0.284 (0.758)\tData 0.000 (0.464)\tLoss 1.7570 (1.8152)\tPrec@1 28.125 (25.475)\tPrec@5 91.016 (91.003)\n",
            "Epoch: [42][590/663]\tTime 0.270 (0.759)\tData 0.000 (0.466)\tLoss 1.7824 (1.8149)\tPrec@1 24.219 (25.473)\tPrec@5 89.062 (91.009)\n",
            "Epoch: [42][600/663]\tTime 3.021 (0.761)\tData 2.725 (0.467)\tLoss 1.8488 (1.8149)\tPrec@1 22.656 (25.455)\tPrec@5 92.969 (91.004)\n",
            "Epoch: [42][610/663]\tTime 0.264 (0.758)\tData 0.000 (0.465)\tLoss 1.8302 (1.8147)\tPrec@1 22.266 (25.458)\tPrec@5 92.578 (91.005)\n",
            "Epoch: [42][620/663]\tTime 0.256 (0.759)\tData 0.000 (0.466)\tLoss 1.8504 (1.8148)\tPrec@1 26.172 (25.443)\tPrec@5 89.453 (91.018)\n",
            "Epoch: [42][630/663]\tTime 2.900 (0.760)\tData 2.588 (0.467)\tLoss 1.7755 (1.8147)\tPrec@1 24.609 (25.454)\tPrec@5 92.188 (91.024)\n",
            "Epoch: [42][640/663]\tTime 0.301 (0.757)\tData 0.000 (0.464)\tLoss 1.8493 (1.8148)\tPrec@1 22.656 (25.443)\tPrec@5 90.234 (91.022)\n",
            "Epoch: [42][650/663]\tTime 0.265 (0.759)\tData 0.003 (0.465)\tLoss 1.8461 (1.8146)\tPrec@1 21.875 (25.448)\tPrec@5 91.016 (91.025)\n",
            "Epoch: [42][660/663]\tTime 0.265 (0.753)\tData 0.000 (0.460)\tLoss 1.7922 (1.8144)\tPrec@1 26.562 (25.437)\tPrec@5 90.625 (91.025)\n",
            "Test: [0/166]\tTime 4.970 (4.970)\tLoss 3.2525 (3.2525)\tPrec@1 5.078 (5.078)\tPrec@5 66.406 (66.406)\n",
            "Test: [10/166]\tTime 0.309 (0.971)\tLoss 14.8889 (5.3217)\tPrec@1 0.000 (4.084)\tPrec@5 0.000 (53.196)\n",
            "Test: [20/166]\tTime 0.315 (0.863)\tLoss 14.4980 (9.7286)\tPrec@1 0.000 (2.139)\tPrec@5 0.000 (27.865)\n",
            "Test: [30/166]\tTime 1.337 (0.782)\tLoss 4.1038 (10.9383)\tPrec@1 10.547 (1.789)\tPrec@5 73.438 (21.245)\n",
            "Test: [40/166]\tTime 0.315 (0.731)\tLoss 2.2562 (8.8080)\tPrec@1 10.547 (4.611)\tPrec@5 85.156 (36.604)\n",
            "Test: [50/166]\tTime 0.323 (0.739)\tLoss 2.4425 (7.5370)\tPrec@1 8.203 (5.660)\tPrec@5 84.766 (45.918)\n",
            "Test: [60/166]\tTime 2.072 (0.729)\tLoss 2.2877 (6.6812)\tPrec@1 13.281 (6.551)\tPrec@5 89.062 (52.254)\n",
            "Test: [70/166]\tTime 0.303 (0.709)\tLoss 1.4253 (5.9896)\tPrec@1 47.266 (10.228)\tPrec@5 98.047 (57.983)\n",
            "Test: [80/166]\tTime 0.322 (0.711)\tLoss 1.3466 (5.4206)\tPrec@1 49.609 (14.632)\tPrec@5 98.047 (62.963)\n",
            "Test: [90/166]\tTime 2.325 (0.718)\tLoss 1.3277 (4.9759)\tPrec@1 44.922 (17.879)\tPrec@5 98.828 (66.874)\n",
            "Test: [100/166]\tTime 0.328 (0.704)\tLoss 1.3601 (4.6219)\tPrec@1 45.703 (20.610)\tPrec@5 98.047 (69.995)\n",
            "Test: [110/166]\tTime 0.416 (0.709)\tLoss 1.6186 (4.3388)\tPrec@1 17.578 (21.548)\tPrec@5 100.000 (72.625)\n",
            "Test: [120/166]\tTime 2.346 (0.711)\tLoss 1.3568 (4.0983)\tPrec@1 35.938 (22.304)\tPrec@5 100.000 (74.868)\n",
            "Test: [130/166]\tTime 0.338 (0.701)\tLoss 1.3694 (3.8969)\tPrec@1 31.641 (22.761)\tPrec@5 99.609 (76.756)\n",
            "Test: [140/166]\tTime 0.342 (0.705)\tLoss 1.6580 (3.7339)\tPrec@1 25.391 (22.883)\tPrec@5 99.609 (78.363)\n",
            "Test: [150/166]\tTime 2.368 (0.707)\tLoss 1.6856 (3.5980)\tPrec@1 19.922 (22.990)\tPrec@5 99.609 (79.747)\n",
            "Test: [160/166]\tTime 0.294 (0.693)\tLoss 2.1392 (3.4977)\tPrec@1 19.141 (22.773)\tPrec@5 89.453 (80.576)\n",
            " * Prec@1 22.459 Prec@5 80.184\n",
            "Epoch: [43][0/663]\tTime 5.273 (5.273)\tData 4.920 (4.920)\tLoss 1.7987 (1.7987)\tPrec@1 26.953 (26.953)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [43][10/663]\tTime 0.275 (1.038)\tData 0.000 (0.751)\tLoss 1.7943 (1.7960)\tPrec@1 24.609 (25.781)\tPrec@5 91.797 (91.442)\n",
            "Epoch: [43][20/663]\tTime 0.277 (0.989)\tData 0.000 (0.704)\tLoss 1.8069 (1.7974)\tPrec@1 25.781 (26.358)\tPrec@5 88.281 (91.053)\n",
            "Epoch: [43][30/663]\tTime 3.471 (0.958)\tData 3.146 (0.674)\tLoss 1.7754 (1.8011)\tPrec@1 22.656 (25.983)\tPrec@5 92.969 (90.940)\n",
            "Epoch: [43][40/663]\tTime 0.284 (0.859)\tData 0.000 (0.577)\tLoss 1.8204 (1.8073)\tPrec@1 22.266 (25.619)\tPrec@5 92.578 (90.796)\n",
            "Epoch: [43][50/663]\tTime 0.268 (0.858)\tData 0.000 (0.577)\tLoss 1.8283 (1.8053)\tPrec@1 26.953 (25.705)\tPrec@5 89.453 (90.870)\n",
            "Epoch: [43][60/663]\tTime 3.194 (0.864)\tData 2.890 (0.583)\tLoss 1.7685 (1.8043)\tPrec@1 28.906 (25.858)\tPrec@5 91.406 (90.875)\n",
            "Epoch: [43][70/663]\tTime 0.281 (0.819)\tData 0.000 (0.538)\tLoss 1.7508 (1.8087)\tPrec@1 28.906 (25.847)\tPrec@5 92.969 (90.823)\n",
            "Epoch: [43][80/663]\tTime 0.276 (0.818)\tData 0.000 (0.536)\tLoss 1.8654 (1.8120)\tPrec@1 28.906 (25.897)\tPrec@5 88.672 (90.774)\n",
            "Epoch: [43][90/663]\tTime 2.392 (0.819)\tData 2.058 (0.537)\tLoss 1.7922 (1.8139)\tPrec@1 26.562 (25.871)\tPrec@5 91.406 (90.702)\n",
            "Epoch: [43][100/663]\tTime 0.738 (0.806)\tData 0.470 (0.525)\tLoss 1.8374 (1.8132)\tPrec@1 26.172 (25.839)\tPrec@5 93.750 (90.772)\n",
            "Epoch: [43][110/663]\tTime 0.276 (0.814)\tData 0.000 (0.533)\tLoss 1.7656 (1.8100)\tPrec@1 28.516 (26.006)\tPrec@5 92.188 (90.843)\n",
            "Epoch: [43][120/663]\tTime 0.276 (0.797)\tData 0.000 (0.515)\tLoss 1.7842 (1.8085)\tPrec@1 25.000 (25.991)\tPrec@5 92.188 (90.880)\n",
            "Epoch: [43][130/663]\tTime 0.266 (0.805)\tData 0.000 (0.523)\tLoss 1.7975 (1.8067)\tPrec@1 19.922 (25.999)\tPrec@5 91.016 (90.843)\n",
            "Epoch: [43][140/663]\tTime 0.259 (0.812)\tData 0.000 (0.530)\tLoss 1.7705 (1.8056)\tPrec@1 26.172 (26.103)\tPrec@5 90.625 (90.858)\n",
            "Epoch: [43][150/663]\tTime 0.285 (0.797)\tData 0.001 (0.514)\tLoss 1.7336 (1.8034)\tPrec@1 26.172 (26.141)\tPrec@5 94.141 (90.946)\n",
            "Epoch: [43][160/663]\tTime 0.270 (0.802)\tData 0.000 (0.519)\tLoss 1.8559 (1.8038)\tPrec@1 26.172 (26.143)\tPrec@5 88.672 (90.945)\n",
            "Epoch: [43][170/663]\tTime 0.297 (0.807)\tData 0.000 (0.523)\tLoss 1.9085 (1.8038)\tPrec@1 24.609 (26.074)\tPrec@5 86.719 (90.917)\n",
            "Epoch: [43][180/663]\tTime 0.277 (0.795)\tData 0.000 (0.511)\tLoss 1.8885 (1.8030)\tPrec@1 23.047 (26.079)\tPrec@5 90.625 (90.975)\n",
            "Epoch: [43][190/663]\tTime 0.258 (0.799)\tData 0.000 (0.514)\tLoss 1.7774 (1.8030)\tPrec@1 26.953 (26.080)\tPrec@5 91.016 (90.977)\n",
            "Epoch: [43][200/663]\tTime 0.265 (0.800)\tData 0.000 (0.516)\tLoss 1.8249 (1.8028)\tPrec@1 28.516 (26.061)\tPrec@5 92.188 (90.983)\n",
            "Epoch: [43][210/663]\tTime 0.269 (0.792)\tData 0.000 (0.506)\tLoss 1.8231 (1.8017)\tPrec@1 30.859 (26.131)\tPrec@5 90.625 (91.010)\n",
            "Epoch: [43][220/663]\tTime 0.279 (0.794)\tData 0.004 (0.507)\tLoss 1.7917 (1.8007)\tPrec@1 24.219 (26.115)\tPrec@5 91.016 (91.032)\n",
            "Epoch: [43][230/663]\tTime 0.339 (0.799)\tData 0.000 (0.511)\tLoss 1.8144 (1.8003)\tPrec@1 27.734 (26.125)\tPrec@5 91.406 (91.014)\n",
            "Epoch: [43][240/663]\tTime 0.284 (0.788)\tData 0.000 (0.500)\tLoss 1.8300 (1.7997)\tPrec@1 25.781 (26.136)\tPrec@5 90.234 (91.040)\n",
            "Epoch: [43][250/663]\tTime 0.279 (0.793)\tData 0.000 (0.505)\tLoss 1.7734 (1.8000)\tPrec@1 25.000 (26.091)\tPrec@5 89.453 (91.028)\n",
            "Epoch: [43][260/663]\tTime 0.275 (0.796)\tData 0.000 (0.508)\tLoss 1.7477 (1.8000)\tPrec@1 26.562 (26.087)\tPrec@5 93.750 (91.058)\n",
            "Epoch: [43][270/663]\tTime 0.271 (0.789)\tData 0.001 (0.500)\tLoss 1.8843 (1.8003)\tPrec@1 23.047 (26.046)\tPrec@5 88.281 (91.052)\n",
            "Epoch: [43][280/663]\tTime 0.266 (0.792)\tData 0.000 (0.504)\tLoss 1.8066 (1.8007)\tPrec@1 24.609 (26.018)\tPrec@5 91.406 (91.035)\n",
            "Epoch: [43][290/663]\tTime 0.332 (0.795)\tData 0.000 (0.506)\tLoss 1.7518 (1.8016)\tPrec@1 29.688 (25.972)\tPrec@5 91.406 (91.032)\n",
            "Epoch: [43][300/663]\tTime 0.272 (0.789)\tData 0.000 (0.500)\tLoss 1.9103 (1.8025)\tPrec@1 24.609 (25.959)\tPrec@5 88.672 (91.055)\n",
            "Epoch: [43][310/663]\tTime 0.268 (0.789)\tData 0.000 (0.501)\tLoss 1.8332 (1.8031)\tPrec@1 25.000 (25.924)\tPrec@5 88.281 (91.047)\n",
            "Epoch: [43][320/663]\tTime 0.291 (0.794)\tData 0.000 (0.505)\tLoss 1.7737 (1.8030)\tPrec@1 25.391 (25.916)\tPrec@5 92.578 (91.023)\n",
            "Epoch: [43][330/663]\tTime 0.280 (0.786)\tData 0.000 (0.497)\tLoss 1.9468 (1.8038)\tPrec@1 26.562 (25.911)\tPrec@5 85.547 (90.997)\n",
            "Epoch: [43][340/663]\tTime 0.265 (0.790)\tData 0.000 (0.501)\tLoss 1.7903 (1.8032)\tPrec@1 26.172 (25.912)\tPrec@5 91.016 (91.017)\n",
            "Epoch: [43][350/663]\tTime 0.272 (0.792)\tData 0.000 (0.503)\tLoss 1.7659 (1.8033)\tPrec@1 24.219 (25.907)\tPrec@5 95.703 (91.021)\n",
            "Epoch: [43][360/663]\tTime 0.282 (0.787)\tData 0.000 (0.499)\tLoss 1.9524 (1.8053)\tPrec@1 22.266 (25.863)\tPrec@5 84.766 (90.971)\n",
            "Epoch: [43][370/663]\tTime 0.333 (0.789)\tData 0.002 (0.500)\tLoss 1.7307 (1.8048)\tPrec@1 28.906 (25.881)\tPrec@5 91.797 (90.982)\n",
            "Epoch: [43][380/663]\tTime 0.277 (0.791)\tData 0.000 (0.502)\tLoss 1.7715 (1.8050)\tPrec@1 23.438 (25.900)\tPrec@5 91.797 (90.980)\n",
            "Epoch: [43][390/663]\tTime 0.275 (0.786)\tData 0.000 (0.497)\tLoss 1.8762 (1.8058)\tPrec@1 24.609 (25.893)\tPrec@5 89.453 (90.958)\n",
            "Epoch: [43][400/663]\tTime 0.280 (0.788)\tData 0.000 (0.499)\tLoss 1.8867 (1.8067)\tPrec@1 26.172 (25.896)\tPrec@5 89.844 (90.932)\n",
            "Epoch: [43][410/663]\tTime 0.289 (0.790)\tData 0.000 (0.501)\tLoss 1.8070 (1.8072)\tPrec@1 23.828 (25.863)\tPrec@5 91.406 (90.922)\n",
            "Epoch: [43][420/663]\tTime 0.271 (0.786)\tData 0.004 (0.497)\tLoss 1.8575 (1.8075)\tPrec@1 26.172 (25.841)\tPrec@5 92.578 (90.929)\n",
            "Epoch: [43][430/663]\tTime 0.262 (0.788)\tData 0.000 (0.499)\tLoss 1.7342 (1.8078)\tPrec@1 28.125 (25.834)\tPrec@5 92.969 (90.920)\n",
            "Epoch: [43][440/663]\tTime 0.342 (0.790)\tData 0.000 (0.501)\tLoss 1.8750 (1.8087)\tPrec@1 25.391 (25.834)\tPrec@5 90.234 (90.908)\n",
            "Epoch: [43][450/663]\tTime 0.272 (0.785)\tData 0.000 (0.496)\tLoss 1.7833 (1.8091)\tPrec@1 24.609 (25.811)\tPrec@5 92.578 (90.890)\n",
            "Epoch: [43][460/663]\tTime 0.266 (0.788)\tData 0.000 (0.498)\tLoss 1.8655 (1.8095)\tPrec@1 22.656 (25.815)\tPrec@5 89.453 (90.868)\n",
            "Epoch: [43][470/663]\tTime 0.272 (0.790)\tData 0.000 (0.500)\tLoss 1.7744 (1.8092)\tPrec@1 30.859 (25.781)\tPrec@5 92.578 (90.890)\n",
            "Epoch: [43][480/663]\tTime 0.429 (0.785)\tData 0.000 (0.495)\tLoss 1.8645 (1.8091)\tPrec@1 26.172 (25.753)\tPrec@5 88.281 (90.907)\n",
            "Epoch: [43][490/663]\tTime 0.327 (0.787)\tData 0.000 (0.497)\tLoss 1.8907 (1.8087)\tPrec@1 25.391 (25.771)\tPrec@5 88.281 (90.903)\n",
            "Epoch: [43][500/663]\tTime 0.273 (0.788)\tData 0.000 (0.498)\tLoss 1.8296 (1.8083)\tPrec@1 23.047 (25.755)\tPrec@5 90.625 (90.900)\n",
            "Epoch: [43][510/663]\tTime 0.258 (0.785)\tData 0.000 (0.495)\tLoss 1.7948 (1.8084)\tPrec@1 25.391 (25.758)\tPrec@5 89.062 (90.886)\n",
            "Epoch: [43][520/663]\tTime 0.322 (0.787)\tData 0.002 (0.497)\tLoss 1.8127 (1.8079)\tPrec@1 29.297 (25.777)\tPrec@5 87.891 (90.903)\n",
            "Epoch: [43][530/663]\tTime 0.320 (0.788)\tData 0.000 (0.498)\tLoss 1.7151 (1.8075)\tPrec@1 26.562 (25.758)\tPrec@5 93.750 (90.921)\n",
            "Epoch: [43][540/663]\tTime 0.282 (0.785)\tData 0.000 (0.495)\tLoss 1.8171 (1.8078)\tPrec@1 27.734 (25.757)\tPrec@5 89.062 (90.916)\n",
            "Epoch: [43][550/663]\tTime 0.281 (0.786)\tData 0.000 (0.496)\tLoss 1.7399 (1.8073)\tPrec@1 29.297 (25.759)\tPrec@5 92.188 (90.930)\n",
            "Epoch: [43][560/663]\tTime 0.332 (0.788)\tData 0.003 (0.498)\tLoss 1.7785 (1.8067)\tPrec@1 25.000 (25.766)\tPrec@5 90.625 (90.938)\n",
            "Epoch: [43][570/663]\tTime 0.277 (0.784)\tData 0.002 (0.494)\tLoss 1.6892 (1.8065)\tPrec@1 30.078 (25.770)\tPrec@5 94.531 (90.945)\n",
            "Epoch: [43][580/663]\tTime 0.369 (0.786)\tData 0.000 (0.496)\tLoss 1.8372 (1.8066)\tPrec@1 26.172 (25.767)\tPrec@5 87.500 (90.930)\n",
            "Epoch: [43][590/663]\tTime 0.273 (0.787)\tData 0.000 (0.497)\tLoss 1.8793 (1.8064)\tPrec@1 21.875 (25.785)\tPrec@5 86.719 (90.936)\n",
            "Epoch: [43][600/663]\tTime 0.270 (0.785)\tData 0.002 (0.495)\tLoss 1.8295 (1.8060)\tPrec@1 25.000 (25.784)\tPrec@5 87.500 (90.942)\n",
            "Epoch: [43][610/663]\tTime 0.277 (0.786)\tData 0.000 (0.496)\tLoss 1.9251 (1.8059)\tPrec@1 23.438 (25.816)\tPrec@5 89.062 (90.946)\n",
            "Epoch: [43][620/663]\tTime 0.279 (0.787)\tData 0.000 (0.497)\tLoss 1.7968 (1.8059)\tPrec@1 27.734 (25.798)\tPrec@5 90.625 (90.950)\n",
            "Epoch: [43][630/663]\tTime 0.266 (0.785)\tData 0.000 (0.495)\tLoss 1.7996 (1.8054)\tPrec@1 28.125 (25.795)\tPrec@5 91.797 (90.965)\n",
            "Epoch: [43][640/663]\tTime 0.273 (0.786)\tData 0.000 (0.496)\tLoss 1.7826 (1.8053)\tPrec@1 24.609 (25.793)\tPrec@5 91.797 (90.968)\n",
            "Epoch: [43][650/663]\tTime 0.369 (0.788)\tData 0.007 (0.498)\tLoss 1.8640 (1.8054)\tPrec@1 21.875 (25.785)\tPrec@5 91.406 (90.960)\n",
            "Epoch: [43][660/663]\tTime 0.261 (0.781)\tData 0.000 (0.491)\tLoss 1.7396 (1.8056)\tPrec@1 25.391 (25.782)\tPrec@5 94.922 (90.971)\n",
            "Test: [0/166]\tTime 5.141 (5.141)\tLoss 2.9788 (2.9788)\tPrec@1 16.797 (16.797)\tPrec@5 69.531 (69.531)\n",
            "Test: [10/166]\tTime 0.328 (0.895)\tLoss 15.1549 (5.1261)\tPrec@1 0.000 (14.311)\tPrec@5 0.000 (55.930)\n",
            "Test: [20/166]\tTime 0.344 (0.806)\tLoss 14.8344 (9.7565)\tPrec@1 0.000 (7.496)\tPrec@5 0.000 (29.297)\n",
            "Test: [30/166]\tTime 1.887 (0.770)\tLoss 4.8013 (11.0592)\tPrec@1 7.812 (5.330)\tPrec@5 67.969 (22.039)\n",
            "Test: [40/166]\tTime 0.339 (0.734)\tLoss 2.9192 (9.0580)\tPrec@1 4.688 (5.955)\tPrec@5 78.906 (35.490)\n",
            "Test: [50/166]\tTime 0.326 (0.727)\tLoss 3.0894 (7.8579)\tPrec@1 6.641 (6.043)\tPrec@5 77.344 (43.827)\n",
            "Test: [60/166]\tTime 1.710 (0.718)\tLoss 2.9765 (7.0572)\tPrec@1 9.375 (6.064)\tPrec@5 83.203 (49.481)\n",
            "Test: [70/166]\tTime 0.325 (0.709)\tLoss 2.3551 (6.4284)\tPrec@1 0.781 (5.656)\tPrec@5 95.312 (55.007)\n",
            "Test: [80/166]\tTime 0.329 (0.713)\tLoss 2.2462 (5.9226)\tPrec@1 0.391 (5.054)\tPrec@5 97.266 (60.267)\n",
            "Test: [90/166]\tTime 1.724 (0.709)\tLoss 2.1784 (5.5215)\tPrec@1 0.781 (4.567)\tPrec@5 98.047 (64.384)\n",
            "Test: [100/166]\tTime 0.303 (0.703)\tLoss 2.2673 (5.2013)\tPrec@1 0.781 (4.173)\tPrec@5 98.438 (67.694)\n",
            "Test: [110/166]\tTime 0.296 (0.708)\tLoss 1.1793 (4.8803)\tPrec@1 59.375 (7.274)\tPrec@5 100.000 (70.538)\n",
            "Test: [120/166]\tTime 1.332 (0.702)\tLoss 1.0020 (4.5640)\tPrec@1 74.609 (12.468)\tPrec@5 100.000 (72.969)\n",
            "Test: [130/166]\tTime 0.323 (0.696)\tLoss 1.0373 (4.2981)\tPrec@1 71.875 (16.857)\tPrec@5 100.000 (75.030)\n",
            "Test: [140/166]\tTime 0.712 (0.702)\tLoss 1.3178 (4.0800)\tPrec@1 25.000 (19.002)\tPrec@5 100.000 (76.795)\n",
            "Test: [150/166]\tTime 1.246 (0.697)\tLoss 1.3340 (3.8991)\tPrec@1 23.438 (19.329)\tPrec@5 100.000 (78.327)\n",
            "Test: [160/166]\tTime 0.315 (0.692)\tLoss 2.2737 (3.7799)\tPrec@1 12.500 (18.934)\tPrec@5 85.156 (79.156)\n",
            " * Prec@1 18.682 Prec@5 78.925\n",
            "Epoch: [44][0/663]\tTime 6.022 (6.022)\tData 5.697 (5.697)\tLoss 1.7883 (1.7883)\tPrec@1 23.828 (23.828)\tPrec@5 92.188 (92.188)\n",
            "Epoch: [44][10/663]\tTime 0.260 (1.041)\tData 0.000 (0.762)\tLoss 1.8587 (1.7985)\tPrec@1 25.391 (26.811)\tPrec@5 88.281 (90.945)\n",
            "Epoch: [44][20/663]\tTime 0.278 (0.952)\tData 0.000 (0.666)\tLoss 1.7620 (1.8084)\tPrec@1 28.125 (26.004)\tPrec@5 89.453 (90.606)\n",
            "Epoch: [44][30/663]\tTime 2.631 (0.899)\tData 2.309 (0.613)\tLoss 1.7346 (1.7920)\tPrec@1 28.516 (26.348)\tPrec@5 92.188 (91.116)\n",
            "Epoch: [44][40/663]\tTime 0.266 (0.829)\tData 0.004 (0.545)\tLoss 1.8606 (1.8047)\tPrec@1 25.781 (25.810)\tPrec@5 89.844 (90.682)\n",
            "Epoch: [44][50/663]\tTime 0.788 (0.845)\tData 0.519 (0.562)\tLoss 1.7754 (1.8064)\tPrec@1 28.125 (25.590)\tPrec@5 91.016 (90.625)\n",
            "Epoch: [44][60/663]\tTime 2.127 (0.829)\tData 1.802 (0.545)\tLoss 1.7769 (1.8099)\tPrec@1 29.297 (25.416)\tPrec@5 90.625 (90.599)\n",
            "Epoch: [44][70/663]\tTime 0.268 (0.806)\tData 0.000 (0.523)\tLoss 1.8993 (1.8108)\tPrec@1 21.875 (25.495)\tPrec@5 89.844 (90.570)\n",
            "Epoch: [44][80/663]\tTime 0.919 (0.813)\tData 0.646 (0.530)\tLoss 1.9015 (1.8126)\tPrec@1 23.047 (25.338)\tPrec@5 87.891 (90.639)\n",
            "Epoch: [44][90/663]\tTime 1.491 (0.799)\tData 1.219 (0.517)\tLoss 1.7291 (1.8132)\tPrec@1 28.906 (25.348)\tPrec@5 90.625 (90.646)\n",
            "Epoch: [44][100/663]\tTime 0.361 (0.796)\tData 0.000 (0.513)\tLoss 1.8989 (1.8147)\tPrec@1 19.141 (25.282)\tPrec@5 87.891 (90.675)\n",
            "Epoch: [44][110/663]\tTime 1.187 (0.801)\tData 0.915 (0.519)\tLoss 1.9471 (1.8166)\tPrec@1 24.609 (25.239)\tPrec@5 89.453 (90.600)\n",
            "Epoch: [44][120/663]\tTime 0.272 (0.782)\tData 0.001 (0.500)\tLoss 1.7754 (1.8174)\tPrec@1 26.562 (25.168)\tPrec@5 92.969 (90.680)\n",
            "Epoch: [44][130/663]\tTime 0.379 (0.791)\tData 0.000 (0.508)\tLoss 1.7966 (1.8153)\tPrec@1 24.219 (25.209)\tPrec@5 89.453 (90.732)\n",
            "Epoch: [44][140/663]\tTime 2.081 (0.792)\tData 1.790 (0.509)\tLoss 1.7808 (1.8138)\tPrec@1 24.609 (25.216)\tPrec@5 91.406 (90.733)\n",
            "Epoch: [44][150/663]\tTime 0.270 (0.777)\tData 0.003 (0.494)\tLoss 1.7930 (1.8134)\tPrec@1 24.609 (25.277)\tPrec@5 90.625 (90.744)\n",
            "Epoch: [44][160/663]\tTime 0.313 (0.782)\tData 0.000 (0.498)\tLoss 1.7574 (1.8127)\tPrec@1 28.125 (25.378)\tPrec@5 93.750 (90.792)\n",
            "Epoch: [44][170/663]\tTime 3.091 (0.787)\tData 2.677 (0.502)\tLoss 1.7414 (1.8111)\tPrec@1 26.562 (25.397)\tPrec@5 92.969 (90.856)\n",
            "Epoch: [44][180/663]\tTime 0.329 (0.774)\tData 0.000 (0.488)\tLoss 1.8238 (1.8114)\tPrec@1 25.781 (25.470)\tPrec@5 93.359 (90.869)\n",
            "Epoch: [44][190/663]\tTime 0.276 (0.778)\tData 0.000 (0.491)\tLoss 1.7782 (1.8096)\tPrec@1 26.953 (25.546)\tPrec@5 89.062 (90.903)\n",
            "Epoch: [44][200/663]\tTime 2.866 (0.781)\tData 2.544 (0.493)\tLoss 1.9290 (1.8081)\tPrec@1 22.266 (25.589)\tPrec@5 90.625 (90.957)\n",
            "Epoch: [44][210/663]\tTime 0.265 (0.772)\tData 0.003 (0.484)\tLoss 1.8011 (1.8087)\tPrec@1 25.781 (25.598)\tPrec@5 92.188 (90.955)\n",
            "Epoch: [44][220/663]\tTime 0.280 (0.774)\tData 0.000 (0.486)\tLoss 1.8040 (1.8086)\tPrec@1 23.047 (25.592)\tPrec@5 92.578 (90.966)\n",
            "Epoch: [44][230/663]\tTime 3.105 (0.778)\tData 2.778 (0.489)\tLoss 1.7859 (1.8093)\tPrec@1 28.906 (25.583)\tPrec@5 90.625 (90.933)\n",
            "Epoch: [44][240/663]\tTime 0.288 (0.769)\tData 0.000 (0.481)\tLoss 1.8386 (1.8089)\tPrec@1 21.484 (25.524)\tPrec@5 89.453 (90.920)\n",
            "Epoch: [44][250/663]\tTime 0.268 (0.770)\tData 0.000 (0.481)\tLoss 1.7137 (1.8079)\tPrec@1 28.906 (25.535)\tPrec@5 93.359 (90.949)\n",
            "Epoch: [44][260/663]\tTime 3.011 (0.774)\tData 2.668 (0.485)\tLoss 1.8389 (1.8084)\tPrec@1 23.828 (25.534)\tPrec@5 89.453 (90.945)\n",
            "Epoch: [44][270/663]\tTime 0.264 (0.767)\tData 0.001 (0.478)\tLoss 1.8282 (1.8082)\tPrec@1 23.438 (25.552)\tPrec@5 91.016 (90.936)\n",
            "Epoch: [44][280/663]\tTime 0.257 (0.769)\tData 0.000 (0.480)\tLoss 1.7631 (1.8084)\tPrec@1 27.734 (25.566)\tPrec@5 91.016 (90.927)\n",
            "Epoch: [44][290/663]\tTime 2.782 (0.771)\tData 2.480 (0.481)\tLoss 1.8173 (1.8085)\tPrec@1 25.391 (25.554)\tPrec@5 91.797 (90.934)\n",
            "Epoch: [44][300/663]\tTime 0.273 (0.764)\tData 0.001 (0.474)\tLoss 1.8693 (1.8090)\tPrec@1 25.000 (25.584)\tPrec@5 89.062 (90.911)\n",
            "Epoch: [44][310/663]\tTime 0.265 (0.767)\tData 0.000 (0.477)\tLoss 1.7698 (1.8092)\tPrec@1 30.859 (25.599)\tPrec@5 91.797 (90.924)\n",
            "Epoch: [44][320/663]\tTime 2.718 (0.768)\tData 2.398 (0.478)\tLoss 1.7975 (1.8097)\tPrec@1 28.125 (25.607)\tPrec@5 91.016 (90.932)\n",
            "Epoch: [44][330/663]\tTime 0.283 (0.763)\tData 0.000 (0.472)\tLoss 1.8435 (1.8110)\tPrec@1 21.875 (25.558)\tPrec@5 87.891 (90.891)\n",
            "Epoch: [44][340/663]\tTime 0.357 (0.766)\tData 0.000 (0.475)\tLoss 1.7874 (1.8114)\tPrec@1 27.344 (25.532)\tPrec@5 94.141 (90.910)\n",
            "Epoch: [44][350/663]\tTime 3.217 (0.768)\tData 2.900 (0.477)\tLoss 1.9118 (1.8114)\tPrec@1 26.172 (25.524)\tPrec@5 89.062 (90.932)\n",
            "Epoch: [44][360/663]\tTime 0.357 (0.762)\tData 0.000 (0.471)\tLoss 1.7461 (1.8113)\tPrec@1 31.250 (25.526)\tPrec@5 91.797 (90.940)\n",
            "Epoch: [44][370/663]\tTime 0.318 (0.765)\tData 0.004 (0.473)\tLoss 1.7319 (1.8115)\tPrec@1 27.734 (25.525)\tPrec@5 92.578 (90.953)\n",
            "Epoch: [44][380/663]\tTime 3.210 (0.767)\tData 2.913 (0.474)\tLoss 1.8542 (1.8113)\tPrec@1 17.188 (25.503)\tPrec@5 89.453 (90.960)\n",
            "Epoch: [44][390/663]\tTime 0.341 (0.762)\tData 0.000 (0.470)\tLoss 1.8259 (1.8116)\tPrec@1 26.953 (25.503)\tPrec@5 85.938 (90.924)\n",
            "Epoch: [44][400/663]\tTime 0.367 (0.763)\tData 0.000 (0.471)\tLoss 1.7754 (1.8106)\tPrec@1 29.688 (25.495)\tPrec@5 91.797 (90.945)\n",
            "Epoch: [44][410/663]\tTime 3.264 (0.765)\tData 2.886 (0.473)\tLoss 1.8446 (1.8111)\tPrec@1 25.781 (25.508)\tPrec@5 90.234 (90.923)\n",
            "Epoch: [44][420/663]\tTime 0.268 (0.761)\tData 0.000 (0.468)\tLoss 1.8087 (1.8106)\tPrec@1 25.000 (25.531)\tPrec@5 91.406 (90.947)\n",
            "Epoch: [44][430/663]\tTime 0.329 (0.763)\tData 0.000 (0.470)\tLoss 1.8105 (1.8110)\tPrec@1 28.125 (25.510)\tPrec@5 89.844 (90.933)\n",
            "Epoch: [44][440/663]\tTime 3.161 (0.764)\tData 2.821 (0.472)\tLoss 1.7222 (1.8114)\tPrec@1 22.656 (25.488)\tPrec@5 92.188 (90.931)\n",
            "Epoch: [44][450/663]\tTime 0.274 (0.760)\tData 0.000 (0.467)\tLoss 1.8144 (1.8116)\tPrec@1 22.266 (25.485)\tPrec@5 91.406 (90.900)\n",
            "Epoch: [44][460/663]\tTime 0.270 (0.762)\tData 0.001 (0.469)\tLoss 1.7926 (1.8119)\tPrec@1 21.875 (25.453)\tPrec@5 91.797 (90.883)\n",
            "Epoch: [44][470/663]\tTime 2.876 (0.763)\tData 2.553 (0.470)\tLoss 1.8043 (1.8114)\tPrec@1 24.609 (25.491)\tPrec@5 91.406 (90.900)\n",
            "Epoch: [44][480/663]\tTime 0.259 (0.759)\tData 0.000 (0.466)\tLoss 1.7109 (1.8111)\tPrec@1 28.906 (25.511)\tPrec@5 92.969 (90.894)\n",
            "Epoch: [44][490/663]\tTime 0.267 (0.761)\tData 0.000 (0.467)\tLoss 1.7665 (1.8108)\tPrec@1 27.344 (25.510)\tPrec@5 93.359 (90.904)\n",
            "Epoch: [44][500/663]\tTime 2.964 (0.763)\tData 2.648 (0.469)\tLoss 1.7067 (1.8098)\tPrec@1 28.125 (25.531)\tPrec@5 93.359 (90.924)\n",
            "Epoch: [44][510/663]\tTime 0.280 (0.759)\tData 0.001 (0.465)\tLoss 1.8474 (1.8101)\tPrec@1 23.828 (25.530)\tPrec@5 90.234 (90.911)\n",
            "Epoch: [44][520/663]\tTime 0.323 (0.760)\tData 0.000 (0.466)\tLoss 1.9083 (1.8109)\tPrec@1 25.000 (25.507)\tPrec@5 89.062 (90.911)\n",
            "Epoch: [44][530/663]\tTime 3.161 (0.762)\tData 2.853 (0.468)\tLoss 1.7937 (1.8111)\tPrec@1 18.359 (25.494)\tPrec@5 92.969 (90.910)\n",
            "Epoch: [44][540/663]\tTime 0.282 (0.758)\tData 0.000 (0.464)\tLoss 1.8251 (1.8114)\tPrec@1 27.734 (25.510)\tPrec@5 92.969 (90.906)\n",
            "Epoch: [44][550/663]\tTime 0.360 (0.760)\tData 0.000 (0.466)\tLoss 1.8114 (1.8117)\tPrec@1 22.656 (25.501)\tPrec@5 90.625 (90.899)\n",
            "Epoch: [44][560/663]\tTime 2.948 (0.761)\tData 2.617 (0.467)\tLoss 1.8430 (1.8117)\tPrec@1 25.391 (25.508)\tPrec@5 89.062 (90.906)\n",
            "Epoch: [44][570/663]\tTime 0.265 (0.758)\tData 0.000 (0.464)\tLoss 1.8648 (1.8115)\tPrec@1 22.656 (25.520)\tPrec@5 91.016 (90.913)\n",
            "Epoch: [44][580/663]\tTime 0.285 (0.759)\tData 0.000 (0.465)\tLoss 1.7940 (1.8110)\tPrec@1 23.047 (25.539)\tPrec@5 91.016 (90.915)\n",
            "Epoch: [44][590/663]\tTime 2.922 (0.761)\tData 2.612 (0.466)\tLoss 1.7453 (1.8108)\tPrec@1 20.703 (25.517)\tPrec@5 94.141 (90.925)\n",
            "Epoch: [44][600/663]\tTime 0.278 (0.758)\tData 0.000 (0.463)\tLoss 1.8077 (1.8108)\tPrec@1 23.438 (25.513)\tPrec@5 90.625 (90.922)\n",
            "Epoch: [44][610/663]\tTime 0.260 (0.759)\tData 0.000 (0.464)\tLoss 1.7188 (1.8107)\tPrec@1 25.391 (25.542)\tPrec@5 94.141 (90.923)\n",
            "Epoch: [44][620/663]\tTime 3.230 (0.761)\tData 2.905 (0.466)\tLoss 1.8570 (1.8096)\tPrec@1 25.781 (25.585)\tPrec@5 87.891 (90.949)\n",
            "Epoch: [44][630/663]\tTime 0.269 (0.757)\tData 0.000 (0.462)\tLoss 1.8305 (1.8092)\tPrec@1 24.219 (25.583)\tPrec@5 89.062 (90.959)\n",
            "Epoch: [44][640/663]\tTime 0.272 (0.758)\tData 0.000 (0.463)\tLoss 1.6656 (1.8085)\tPrec@1 33.984 (25.617)\tPrec@5 96.484 (90.980)\n",
            "Epoch: [44][650/663]\tTime 3.312 (0.760)\tData 2.960 (0.465)\tLoss 1.8277 (1.8082)\tPrec@1 23.438 (25.620)\tPrec@5 89.062 (90.990)\n",
            "Epoch: [44][660/663]\tTime 0.263 (0.753)\tData 0.000 (0.458)\tLoss 1.7014 (1.8081)\tPrec@1 32.422 (25.615)\tPrec@5 91.406 (90.983)\n",
            "Test: [0/166]\tTime 5.394 (5.394)\tLoss 2.0779 (2.0779)\tPrec@1 24.219 (24.219)\tPrec@5 78.906 (78.906)\n",
            "Test: [10/166]\tTime 0.311 (0.942)\tLoss 14.7614 (4.2977)\tPrec@1 0.000 (19.922)\tPrec@5 0.000 (66.122)\n",
            "Test: [20/166]\tTime 0.336 (0.848)\tLoss 14.3285 (9.1258)\tPrec@1 0.000 (10.435)\tPrec@5 0.000 (34.635)\n",
            "Test: [30/166]\tTime 2.449 (0.808)\tLoss 3.8738 (10.4842)\tPrec@1 22.656 (7.800)\tPrec@5 73.828 (25.844)\n",
            "Test: [40/166]\tTime 0.305 (0.740)\tLoss 1.9883 (8.4066)\tPrec@1 26.953 (12.786)\tPrec@5 87.500 (40.739)\n",
            "Test: [50/166]\tTime 0.317 (0.744)\tLoss 2.1814 (7.1621)\tPrec@1 22.656 (15.158)\tPrec@5 85.156 (49.403)\n",
            "Test: [60/166]\tTime 2.168 (0.740)\tLoss 2.0419 (6.3259)\tPrec@1 29.297 (16.874)\tPrec@5 89.844 (55.430)\n",
            "Test: [70/166]\tTime 0.317 (0.713)\tLoss 2.3344 (5.7455)\tPrec@1 1.562 (16.544)\tPrec@5 91.016 (60.277)\n",
            "Test: [80/166]\tTime 0.304 (0.720)\tLoss 2.1694 (5.3150)\tPrec@1 10.156 (15.582)\tPrec@5 95.703 (64.439)\n",
            "Test: [90/166]\tTime 2.135 (0.725)\tLoss 2.0538 (4.9690)\tPrec@1 14.062 (15.101)\tPrec@5 96.875 (67.797)\n",
            "Test: [100/166]\tTime 0.331 (0.707)\tLoss 2.1664 (4.6956)\tPrec@1 10.547 (14.600)\tPrec@5 94.531 (70.401)\n",
            "Test: [110/166]\tTime 0.308 (0.713)\tLoss 2.7136 (4.4845)\tPrec@1 0.391 (13.711)\tPrec@5 86.328 (72.501)\n",
            "Test: [120/166]\tTime 2.372 (0.717)\tLoss 2.2092 (4.3079)\tPrec@1 1.172 (12.639)\tPrec@5 96.094 (74.458)\n",
            "Test: [130/166]\tTime 0.318 (0.703)\tLoss 2.1649 (4.1553)\tPrec@1 1.562 (11.737)\tPrec@5 97.266 (76.056)\n",
            "Test: [140/166]\tTime 0.308 (0.704)\tLoss 1.0534 (3.9833)\tPrec@1 80.859 (13.511)\tPrec@5 100.000 (77.604)\n",
            "Test: [150/166]\tTime 1.860 (0.703)\tLoss 1.0853 (3.7931)\tPrec@1 78.516 (17.726)\tPrec@5 100.000 (79.082)\n",
            "Test: [160/166]\tTime 0.293 (0.687)\tLoss 2.2726 (3.6751)\tPrec@1 6.641 (18.403)\tPrec@5 82.031 (79.685)\n",
            " * Prec@1 18.164 Prec@5 79.375\n",
            "Epoch: [45][0/663]\tTime 5.913 (5.913)\tData 5.582 (5.582)\tLoss 1.8964 (1.8964)\tPrec@1 23.047 (23.047)\tPrec@5 88.281 (88.281)\n",
            "Epoch: [45][10/663]\tTime 0.288 (1.125)\tData 0.000 (0.845)\tLoss 1.8616 (1.8167)\tPrec@1 25.391 (25.107)\tPrec@5 89.844 (91.087)\n",
            "Epoch: [45][20/663]\tTime 0.292 (0.971)\tData 0.000 (0.689)\tLoss 1.7814 (1.8000)\tPrec@1 22.656 (25.316)\tPrec@5 91.797 (91.667)\n",
            "Epoch: [45][30/663]\tTime 2.763 (0.924)\tData 2.438 (0.641)\tLoss 1.7346 (1.7995)\tPrec@1 25.391 (25.668)\tPrec@5 93.750 (91.507)\n",
            "Epoch: [45][40/663]\tTime 0.282 (0.846)\tData 0.004 (0.563)\tLoss 1.7355 (1.7987)\tPrec@1 26.172 (25.457)\tPrec@5 93.750 (91.616)\n",
            "Epoch: [45][50/663]\tTime 0.275 (0.842)\tData 0.000 (0.558)\tLoss 1.8374 (1.8018)\tPrec@1 26.562 (25.766)\tPrec@5 92.188 (91.491)\n",
            "Epoch: [45][60/663]\tTime 3.270 (0.849)\tData 2.941 (0.565)\tLoss 1.7404 (1.8016)\tPrec@1 30.078 (25.666)\tPrec@5 94.141 (91.470)\n",
            "Epoch: [45][70/663]\tTime 0.291 (0.812)\tData 0.002 (0.528)\tLoss 1.7855 (1.8029)\tPrec@1 24.219 (25.385)\tPrec@5 90.234 (91.318)\n",
            "Epoch: [45][80/663]\tTime 0.266 (0.818)\tData 0.000 (0.533)\tLoss 1.8490 (1.8047)\tPrec@1 25.391 (25.391)\tPrec@5 89.062 (91.252)\n",
            "Epoch: [45][90/663]\tTime 3.058 (0.819)\tData 2.665 (0.533)\tLoss 1.8244 (1.8026)\tPrec@1 23.828 (25.451)\tPrec@5 91.797 (91.256)\n",
            "Epoch: [45][100/663]\tTime 0.284 (0.800)\tData 0.002 (0.515)\tLoss 1.8733 (1.8051)\tPrec@1 23.828 (25.499)\tPrec@5 90.234 (91.139)\n",
            "Epoch: [45][110/663]\tTime 0.269 (0.812)\tData 0.000 (0.526)\tLoss 1.7345 (1.8033)\tPrec@1 28.125 (25.633)\tPrec@5 93.359 (91.142)\n",
            "Epoch: [45][120/663]\tTime 0.994 (0.799)\tData 0.696 (0.512)\tLoss 1.8075 (1.7998)\tPrec@1 26.172 (25.707)\tPrec@5 89.844 (91.258)\n",
            "Epoch: [45][130/663]\tTime 0.355 (0.800)\tData 0.000 (0.512)\tLoss 1.7352 (1.7985)\tPrec@1 25.000 (25.695)\tPrec@5 95.312 (91.260)\n",
            "Epoch: [45][140/663]\tTime 0.262 (0.801)\tData 0.000 (0.511)\tLoss 1.7019 (1.7970)\tPrec@1 25.781 (25.684)\tPrec@5 92.188 (91.268)\n",
            "Epoch: [45][150/663]\tTime 0.724 (0.788)\tData 0.466 (0.498)\tLoss 1.8973 (1.7984)\tPrec@1 23.047 (25.613)\tPrec@5 88.281 (91.166)\n",
            "Epoch: [45][160/663]\tTime 0.278 (0.791)\tData 0.000 (0.500)\tLoss 1.7518 (1.7985)\tPrec@1 26.172 (25.536)\tPrec@5 92.188 (91.173)\n",
            "Epoch: [45][170/663]\tTime 0.262 (0.793)\tData 0.001 (0.502)\tLoss 1.7523 (1.7976)\tPrec@1 25.391 (25.571)\tPrec@5 93.359 (91.160)\n",
            "Epoch: [45][180/663]\tTime 0.693 (0.782)\tData 0.421 (0.491)\tLoss 1.7700 (1.7978)\tPrec@1 28.125 (25.535)\tPrec@5 94.531 (91.229)\n",
            "Epoch: [45][190/663]\tTime 0.332 (0.784)\tData 0.000 (0.493)\tLoss 1.7529 (1.7982)\tPrec@1 26.172 (25.550)\tPrec@5 93.359 (91.214)\n",
            "Epoch: [45][200/663]\tTime 0.367 (0.787)\tData 0.000 (0.495)\tLoss 1.7575 (1.7998)\tPrec@1 28.125 (25.630)\tPrec@5 91.406 (91.167)\n",
            "Epoch: [45][210/663]\tTime 0.276 (0.777)\tData 0.000 (0.485)\tLoss 1.7594 (1.8000)\tPrec@1 21.484 (25.646)\tPrec@5 91.406 (91.127)\n",
            "Epoch: [45][220/663]\tTime 0.295 (0.779)\tData 0.000 (0.487)\tLoss 1.8861 (1.8001)\tPrec@1 25.000 (25.638)\tPrec@5 91.406 (91.109)\n",
            "Epoch: [45][230/663]\tTime 0.310 (0.782)\tData 0.000 (0.490)\tLoss 1.8856 (1.8002)\tPrec@1 21.094 (25.602)\tPrec@5 89.453 (91.110)\n",
            "Epoch: [45][240/663]\tTime 0.279 (0.774)\tData 0.000 (0.482)\tLoss 1.7459 (1.8007)\tPrec@1 24.219 (25.606)\tPrec@5 91.406 (91.080)\n",
            "Epoch: [45][250/663]\tTime 0.268 (0.776)\tData 0.000 (0.484)\tLoss 1.7853 (1.8008)\tPrec@1 22.656 (25.587)\tPrec@5 92.188 (91.067)\n",
            "Epoch: [45][260/663]\tTime 0.267 (0.778)\tData 0.000 (0.486)\tLoss 1.8357 (1.8005)\tPrec@1 26.562 (25.576)\tPrec@5 91.016 (91.070)\n",
            "Epoch: [45][270/663]\tTime 0.310 (0.770)\tData 0.000 (0.478)\tLoss 1.8252 (1.8009)\tPrec@1 26.953 (25.620)\tPrec@5 89.062 (91.044)\n",
            "Epoch: [45][280/663]\tTime 0.266 (0.773)\tData 0.000 (0.480)\tLoss 1.8550 (1.8016)\tPrec@1 23.047 (25.592)\tPrec@5 89.844 (91.027)\n",
            "Epoch: [45][290/663]\tTime 0.343 (0.775)\tData 0.000 (0.482)\tLoss 1.7677 (1.8022)\tPrec@1 30.078 (25.612)\tPrec@5 92.578 (91.026)\n",
            "Epoch: [45][300/663]\tTime 0.266 (0.768)\tData 0.000 (0.474)\tLoss 1.8735 (1.8014)\tPrec@1 22.656 (25.646)\tPrec@5 90.234 (91.032)\n",
            "Epoch: [45][310/663]\tTime 0.302 (0.770)\tData 0.000 (0.476)\tLoss 1.8250 (1.8012)\tPrec@1 23.828 (25.669)\tPrec@5 92.188 (91.048)\n",
            "Epoch: [45][320/663]\tTime 0.260 (0.773)\tData 0.000 (0.479)\tLoss 1.7964 (1.8015)\tPrec@1 25.000 (25.627)\tPrec@5 91.016 (91.030)\n",
            "Epoch: [45][330/663]\tTime 0.278 (0.767)\tData 0.000 (0.473)\tLoss 1.7984 (1.8014)\tPrec@1 25.781 (25.647)\tPrec@5 91.797 (91.029)\n",
            "Epoch: [45][340/663]\tTime 0.290 (0.768)\tData 0.000 (0.474)\tLoss 1.7525 (1.8005)\tPrec@1 28.125 (25.692)\tPrec@5 91.016 (91.044)\n",
            "Epoch: [45][350/663]\tTime 0.276 (0.770)\tData 0.000 (0.476)\tLoss 1.8179 (1.8005)\tPrec@1 21.875 (25.679)\tPrec@5 90.625 (91.037)\n",
            "Epoch: [45][360/663]\tTime 0.276 (0.765)\tData 0.000 (0.471)\tLoss 1.7172 (1.7995)\tPrec@1 26.562 (25.693)\tPrec@5 94.531 (91.077)\n",
            "Epoch: [45][370/663]\tTime 0.327 (0.767)\tData 0.000 (0.473)\tLoss 1.8662 (1.7997)\tPrec@1 24.609 (25.696)\tPrec@5 89.844 (91.066)\n",
            "Epoch: [45][380/663]\tTime 0.272 (0.769)\tData 0.000 (0.475)\tLoss 1.8128 (1.7993)\tPrec@1 24.219 (25.698)\tPrec@5 91.797 (91.069)\n",
            "Epoch: [45][390/663]\tTime 0.279 (0.763)\tData 0.000 (0.470)\tLoss 1.7672 (1.7994)\tPrec@1 30.078 (25.683)\tPrec@5 92.188 (91.060)\n",
            "Epoch: [45][400/663]\tTime 0.279 (0.766)\tData 0.000 (0.472)\tLoss 1.8418 (1.7991)\tPrec@1 28.125 (25.685)\tPrec@5 90.625 (91.051)\n",
            "Epoch: [45][410/663]\tTime 0.278 (0.767)\tData 0.000 (0.474)\tLoss 1.8061 (1.8001)\tPrec@1 26.172 (25.670)\tPrec@5 91.016 (91.033)\n",
            "Epoch: [45][420/663]\tTime 0.322 (0.762)\tData 0.000 (0.469)\tLoss 1.8508 (1.8007)\tPrec@1 26.172 (25.638)\tPrec@5 90.234 (91.026)\n",
            "Epoch: [45][430/663]\tTime 0.281 (0.763)\tData 0.000 (0.470)\tLoss 1.6711 (1.8008)\tPrec@1 27.344 (25.641)\tPrec@5 93.359 (91.018)\n",
            "Epoch: [45][440/663]\tTime 0.275 (0.766)\tData 0.004 (0.473)\tLoss 1.8051 (1.8005)\tPrec@1 21.484 (25.665)\tPrec@5 90.625 (91.027)\n",
            "Epoch: [45][450/663]\tTime 0.342 (0.762)\tData 0.000 (0.468)\tLoss 1.7360 (1.7997)\tPrec@1 28.516 (25.679)\tPrec@5 91.406 (91.038)\n",
            "Epoch: [45][460/663]\tTime 0.283 (0.762)\tData 0.000 (0.469)\tLoss 1.8404 (1.7998)\tPrec@1 28.516 (25.680)\tPrec@5 89.844 (91.043)\n",
            "Epoch: [45][470/663]\tTime 0.271 (0.764)\tData 0.000 (0.471)\tLoss 1.7667 (1.7996)\tPrec@1 28.906 (25.720)\tPrec@5 92.578 (91.042)\n",
            "Epoch: [45][480/663]\tTime 0.328 (0.761)\tData 0.002 (0.468)\tLoss 1.8322 (1.7999)\tPrec@1 26.953 (25.735)\tPrec@5 87.500 (91.041)\n",
            "Epoch: [45][490/663]\tTime 0.343 (0.763)\tData 0.000 (0.470)\tLoss 1.7676 (1.7995)\tPrec@1 27.734 (25.725)\tPrec@5 92.578 (91.064)\n",
            "Epoch: [45][500/663]\tTime 0.307 (0.763)\tData 0.000 (0.470)\tLoss 1.7674 (1.7991)\tPrec@1 26.953 (25.712)\tPrec@5 92.188 (91.077)\n",
            "Epoch: [45][510/663]\tTime 0.265 (0.760)\tData 0.000 (0.467)\tLoss 1.7501 (1.7987)\tPrec@1 27.344 (25.700)\tPrec@5 92.188 (91.100)\n",
            "Epoch: [45][520/663]\tTime 0.385 (0.763)\tData 0.000 (0.469)\tLoss 1.7927 (1.7989)\tPrec@1 25.781 (25.679)\tPrec@5 92.578 (91.094)\n",
            "Epoch: [45][530/663]\tTime 0.334 (0.763)\tData 0.001 (0.470)\tLoss 1.7917 (1.7984)\tPrec@1 24.219 (25.717)\tPrec@5 91.406 (91.095)\n",
            "Epoch: [45][540/663]\tTime 0.285 (0.761)\tData 0.000 (0.467)\tLoss 1.8035 (1.7984)\tPrec@1 25.000 (25.698)\tPrec@5 89.062 (91.091)\n",
            "Epoch: [45][550/663]\tTime 0.286 (0.762)\tData 0.000 (0.469)\tLoss 1.8252 (1.7988)\tPrec@1 21.875 (25.661)\tPrec@5 91.016 (91.087)\n",
            "Epoch: [45][560/663]\tTime 0.282 (0.763)\tData 0.003 (0.470)\tLoss 1.7802 (1.7988)\tPrec@1 30.859 (25.650)\tPrec@5 89.844 (91.080)\n",
            "Epoch: [45][570/663]\tTime 0.282 (0.760)\tData 0.000 (0.467)\tLoss 1.7466 (1.7987)\tPrec@1 25.391 (25.643)\tPrec@5 91.797 (91.083)\n",
            "Epoch: [45][580/663]\tTime 0.345 (0.762)\tData 0.000 (0.469)\tLoss 1.7661 (1.7993)\tPrec@1 25.391 (25.611)\tPrec@5 92.969 (91.073)\n",
            "Epoch: [45][590/663]\tTime 0.270 (0.762)\tData 0.001 (0.469)\tLoss 1.8076 (1.7993)\tPrec@1 25.781 (25.643)\tPrec@5 90.625 (91.067)\n",
            "Epoch: [45][600/663]\tTime 0.264 (0.761)\tData 0.000 (0.467)\tLoss 1.8699 (1.7992)\tPrec@1 19.922 (25.629)\tPrec@5 89.453 (91.078)\n",
            "Epoch: [45][610/663]\tTime 0.271 (0.761)\tData 0.000 (0.468)\tLoss 1.8720 (1.7997)\tPrec@1 25.000 (25.630)\tPrec@5 88.281 (91.076)\n",
            "Epoch: [45][620/663]\tTime 0.292 (0.763)\tData 0.000 (0.469)\tLoss 1.8162 (1.8002)\tPrec@1 26.562 (25.615)\tPrec@5 89.844 (91.058)\n",
            "Epoch: [45][630/663]\tTime 0.280 (0.760)\tData 0.000 (0.467)\tLoss 1.7523 (1.8001)\tPrec@1 26.562 (25.628)\tPrec@5 92.188 (91.055)\n",
            "Epoch: [45][640/663]\tTime 0.266 (0.762)\tData 0.000 (0.469)\tLoss 1.8445 (1.7999)\tPrec@1 25.781 (25.622)\tPrec@5 91.406 (91.060)\n",
            "Epoch: [45][650/663]\tTime 0.284 (0.762)\tData 0.007 (0.469)\tLoss 1.8118 (1.7998)\tPrec@1 26.172 (25.645)\tPrec@5 91.016 (91.073)\n",
            "Epoch: [45][660/663]\tTime 0.277 (0.757)\tData 0.000 (0.465)\tLoss 1.7803 (1.7996)\tPrec@1 28.125 (25.649)\tPrec@5 90.234 (91.079)\n",
            "Test: [0/166]\tTime 4.649 (4.649)\tLoss 2.5881 (2.5881)\tPrec@1 18.750 (18.750)\tPrec@5 75.000 (75.000)\n",
            "Test: [10/166]\tTime 0.321 (0.914)\tLoss 14.7784 (4.7314)\tPrec@1 0.000 (15.945)\tPrec@5 0.000 (60.440)\n",
            "Test: [20/166]\tTime 0.321 (0.864)\tLoss 14.4395 (9.3728)\tPrec@1 0.000 (8.352)\tPrec@5 0.000 (31.659)\n",
            "Test: [30/166]\tTime 2.317 (0.843)\tLoss 4.4846 (10.6804)\tPrec@1 8.203 (5.922)\tPrec@5 66.797 (23.601)\n",
            "Test: [40/166]\tTime 0.327 (0.772)\tLoss 2.6400 (8.7059)\tPrec@1 5.469 (6.450)\tPrec@5 80.078 (36.890)\n",
            "Test: [50/166]\tTime 0.321 (0.769)\tLoss 2.7832 (7.5182)\tPrec@1 5.469 (6.403)\tPrec@5 74.219 (44.593)\n",
            "Test: [60/166]\tTime 2.431 (0.770)\tLoss 2.6974 (6.7254)\tPrec@1 8.203 (6.320)\tPrec@5 83.203 (50.019)\n",
            "Test: [70/166]\tTime 0.334 (0.738)\tLoss 2.7935 (6.1646)\tPrec@1 0.000 (5.815)\tPrec@5 86.328 (54.809)\n",
            "Test: [80/166]\tTime 0.325 (0.735)\tLoss 2.6625 (5.7442)\tPrec@1 0.000 (5.097)\tPrec@5 92.188 (59.452)\n",
            "Test: [90/166]\tTime 2.406 (0.739)\tLoss 2.5759 (5.4070)\tPrec@1 0.000 (4.537)\tPrec@5 92.578 (63.200)\n",
            "Test: [100/166]\tTime 0.328 (0.719)\tLoss 2.6549 (5.1378)\tPrec@1 0.000 (4.088)\tPrec@5 93.359 (66.128)\n",
            "Test: [110/166]\tTime 0.326 (0.721)\tLoss 0.8579 (4.8254)\tPrec@1 85.156 (8.045)\tPrec@5 100.000 (68.961)\n",
            "Test: [120/166]\tTime 2.684 (0.727)\tLoss 0.7483 (4.4916)\tPrec@1 91.797 (14.876)\tPrec@5 100.000 (71.523)\n",
            "Test: [130/166]\tTime 0.340 (0.710)\tLoss 0.8076 (4.2130)\tPrec@1 93.750 (20.548)\tPrec@5 100.000 (73.697)\n",
            "Test: [140/166]\tTime 0.346 (0.713)\tLoss 1.9942 (4.0158)\tPrec@1 1.562 (22.321)\tPrec@5 98.828 (75.493)\n",
            "Test: [150/166]\tTime 2.478 (0.717)\tLoss 2.0470 (3.8819)\tPrec@1 1.172 (20.900)\tPrec@5 99.609 (77.054)\n",
            "Test: [160/166]\tTime 0.295 (0.705)\tLoss 2.3701 (3.7800)\tPrec@1 1.172 (19.716)\tPrec@5 82.812 (77.790)\n",
            " * Prec@1 19.580 Prec@5 77.739\n",
            "Epoch: [46][0/663]\tTime 4.995 (4.995)\tData 4.659 (4.659)\tLoss 1.8424 (1.8424)\tPrec@1 27.344 (27.344)\tPrec@5 89.844 (89.844)\n",
            "Epoch: [46][10/663]\tTime 0.275 (1.016)\tData 0.000 (0.724)\tLoss 1.7789 (1.8165)\tPrec@1 25.781 (25.888)\tPrec@5 91.016 (90.589)\n",
            "Epoch: [46][20/663]\tTime 0.275 (0.991)\tData 0.001 (0.704)\tLoss 1.7918 (1.8033)\tPrec@1 30.078 (25.614)\tPrec@5 89.844 (91.071)\n",
            "Epoch: [46][30/663]\tTime 3.338 (0.943)\tData 2.942 (0.655)\tLoss 1.8461 (1.8098)\tPrec@1 20.703 (24.861)\tPrec@5 89.844 (90.953)\n",
            "Epoch: [46][40/663]\tTime 0.276 (0.864)\tData 0.000 (0.579)\tLoss 1.8420 (1.8109)\tPrec@1 23.047 (24.781)\tPrec@5 90.234 (90.720)\n",
            "Epoch: [46][50/663]\tTime 0.273 (0.859)\tData 0.000 (0.573)\tLoss 1.7263 (1.8088)\tPrec@1 28.125 (24.847)\tPrec@5 91.797 (90.763)\n",
            "Epoch: [46][60/663]\tTime 3.752 (0.870)\tData 3.454 (0.585)\tLoss 1.8375 (1.8124)\tPrec@1 27.344 (24.834)\tPrec@5 87.891 (90.695)\n",
            "Epoch: [46][70/663]\tTime 0.319 (0.831)\tData 0.000 (0.546)\tLoss 1.7977 (1.8108)\tPrec@1 27.344 (24.912)\tPrec@5 91.016 (90.669)\n",
            "Epoch: [46][80/663]\tTime 0.278 (0.833)\tData 0.000 (0.544)\tLoss 1.8487 (1.8105)\tPrec@1 23.047 (24.904)\tPrec@5 89.453 (90.625)\n",
            "Epoch: [46][90/663]\tTime 3.106 (0.835)\tData 2.791 (0.545)\tLoss 1.8019 (1.8114)\tPrec@1 21.094 (24.888)\tPrec@5 92.578 (90.608)\n",
            "Epoch: [46][100/663]\tTime 0.264 (0.807)\tData 0.001 (0.517)\tLoss 1.8486 (1.8115)\tPrec@1 23.828 (24.884)\tPrec@5 91.016 (90.637)\n",
            "Epoch: [46][110/663]\tTime 0.287 (0.811)\tData 0.000 (0.520)\tLoss 1.8106 (1.8101)\tPrec@1 23.828 (25.060)\tPrec@5 92.578 (90.688)\n",
            "Epoch: [46][120/663]\tTime 3.265 (0.813)\tData 2.935 (0.522)\tLoss 1.7325 (1.8077)\tPrec@1 30.078 (25.181)\tPrec@5 92.969 (90.735)\n",
            "Epoch: [46][130/663]\tTime 0.272 (0.794)\tData 0.000 (0.503)\tLoss 1.8583 (1.8068)\tPrec@1 24.219 (25.143)\tPrec@5 91.797 (90.738)\n",
            "Epoch: [46][140/663]\tTime 0.265 (0.800)\tData 0.000 (0.508)\tLoss 1.8475 (1.8067)\tPrec@1 24.609 (25.166)\tPrec@5 89.453 (90.766)\n",
            "Epoch: [46][150/663]\tTime 3.200 (0.803)\tData 2.872 (0.511)\tLoss 1.8119 (1.8068)\tPrec@1 29.297 (25.204)\tPrec@5 93.359 (90.762)\n",
            "Epoch: [46][160/663]\tTime 0.272 (0.788)\tData 0.000 (0.496)\tLoss 1.8246 (1.8046)\tPrec@1 21.094 (25.182)\tPrec@5 90.625 (90.848)\n",
            "Epoch: [46][170/663]\tTime 0.759 (0.793)\tData 0.482 (0.502)\tLoss 1.7652 (1.8060)\tPrec@1 25.391 (25.190)\tPrec@5 91.406 (90.808)\n",
            "Epoch: [46][180/663]\tTime 2.619 (0.795)\tData 2.300 (0.504)\tLoss 1.7662 (1.8053)\tPrec@1 25.781 (25.231)\tPrec@5 92.188 (90.845)\n",
            "Epoch: [46][190/663]\tTime 0.267 (0.786)\tData 0.003 (0.495)\tLoss 1.7937 (1.8044)\tPrec@1 25.391 (25.288)\tPrec@5 93.359 (90.872)\n",
            "Epoch: [46][200/663]\tTime 2.125 (0.793)\tData 1.803 (0.502)\tLoss 1.6769 (1.8027)\tPrec@1 26.562 (25.340)\tPrec@5 94.531 (90.924)\n",
            "Epoch: [46][210/663]\tTime 1.100 (0.787)\tData 0.819 (0.496)\tLoss 1.8781 (1.8029)\tPrec@1 24.609 (25.322)\tPrec@5 87.891 (90.903)\n",
            "Epoch: [46][220/663]\tTime 0.268 (0.788)\tData 0.000 (0.496)\tLoss 1.7544 (1.8025)\tPrec@1 26.562 (25.385)\tPrec@5 91.406 (90.899)\n",
            "Epoch: [46][230/663]\tTime 3.180 (0.792)\tData 2.853 (0.501)\tLoss 1.8199 (1.8024)\tPrec@1 26.172 (25.372)\tPrec@5 91.016 (90.887)\n",
            "Epoch: [46][240/663]\tTime 0.265 (0.783)\tData 0.000 (0.492)\tLoss 1.8302 (1.8022)\tPrec@1 21.484 (25.371)\tPrec@5 90.234 (90.891)\n",
            "Epoch: [46][250/663]\tTime 0.258 (0.787)\tData 0.000 (0.495)\tLoss 1.8277 (1.8009)\tPrec@1 23.438 (25.381)\tPrec@5 90.234 (90.902)\n",
            "Epoch: [46][260/663]\tTime 3.172 (0.790)\tData 2.790 (0.498)\tLoss 1.9384 (1.8009)\tPrec@1 22.266 (25.403)\tPrec@5 87.109 (90.906)\n",
            "Epoch: [46][270/663]\tTime 0.267 (0.783)\tData 0.000 (0.490)\tLoss 1.8506 (1.8011)\tPrec@1 24.219 (25.366)\tPrec@5 88.281 (90.903)\n",
            "Epoch: [46][280/663]\tTime 0.331 (0.785)\tData 0.000 (0.492)\tLoss 1.8299 (1.8006)\tPrec@1 28.516 (25.373)\tPrec@5 90.625 (90.924)\n",
            "Epoch: [46][290/663]\tTime 3.106 (0.788)\tData 2.704 (0.495)\tLoss 1.8201 (1.8001)\tPrec@1 29.297 (25.405)\tPrec@5 87.500 (90.918)\n",
            "Epoch: [46][300/663]\tTime 0.304 (0.781)\tData 0.000 (0.487)\tLoss 1.8163 (1.7999)\tPrec@1 21.094 (25.418)\tPrec@5 89.453 (90.907)\n",
            "Epoch: [46][310/663]\tTime 0.276 (0.783)\tData 0.000 (0.490)\tLoss 1.7710 (1.7992)\tPrec@1 27.344 (25.451)\tPrec@5 90.234 (90.918)\n",
            "Epoch: [46][320/663]\tTime 3.444 (0.787)\tData 3.109 (0.493)\tLoss 1.7570 (1.7998)\tPrec@1 27.344 (25.472)\tPrec@5 91.797 (90.906)\n",
            "Epoch: [46][330/663]\tTime 0.286 (0.780)\tData 0.000 (0.487)\tLoss 1.7428 (1.7987)\tPrec@1 26.562 (25.526)\tPrec@5 92.188 (90.911)\n",
            "Epoch: [46][340/663]\tTime 0.330 (0.783)\tData 0.001 (0.490)\tLoss 1.8040 (1.7989)\tPrec@1 23.828 (25.470)\tPrec@5 90.234 (90.902)\n",
            "Epoch: [46][350/663]\tTime 3.132 (0.785)\tData 2.818 (0.492)\tLoss 1.8733 (1.7984)\tPrec@1 27.734 (25.465)\tPrec@5 87.891 (90.932)\n",
            "Epoch: [46][360/663]\tTime 0.338 (0.779)\tData 0.000 (0.485)\tLoss 1.7484 (1.7979)\tPrec@1 27.344 (25.482)\tPrec@5 92.969 (90.929)\n",
            "Epoch: [46][370/663]\tTime 0.396 (0.783)\tData 0.000 (0.488)\tLoss 1.6770 (1.7976)\tPrec@1 32.812 (25.511)\tPrec@5 94.531 (90.933)\n",
            "Epoch: [46][380/663]\tTime 3.171 (0.784)\tData 2.855 (0.490)\tLoss 1.8019 (1.7969)\tPrec@1 24.609 (25.555)\tPrec@5 91.406 (90.951)\n",
            "Epoch: [46][390/663]\tTime 0.373 (0.779)\tData 0.000 (0.485)\tLoss 1.8770 (1.7962)\tPrec@1 21.094 (25.578)\tPrec@5 88.281 (90.972)\n",
            "Epoch: [46][400/663]\tTime 0.268 (0.780)\tData 0.003 (0.486)\tLoss 1.7142 (1.7959)\tPrec@1 30.078 (25.585)\tPrec@5 91.797 (90.972)\n",
            "Epoch: [46][410/663]\tTime 3.182 (0.783)\tData 2.846 (0.488)\tLoss 1.8148 (1.7960)\tPrec@1 23.438 (25.584)\tPrec@5 90.234 (90.980)\n",
            "Epoch: [46][420/663]\tTime 0.265 (0.778)\tData 0.000 (0.484)\tLoss 1.8420 (1.7961)\tPrec@1 27.734 (25.625)\tPrec@5 91.016 (90.992)\n",
            "Epoch: [46][430/663]\tTime 0.275 (0.780)\tData 0.000 (0.485)\tLoss 1.7984 (1.7965)\tPrec@1 26.172 (25.596)\tPrec@5 91.406 (90.988)\n",
            "Epoch: [46][440/663]\tTime 2.910 (0.781)\tData 2.598 (0.487)\tLoss 1.8236 (1.7976)\tPrec@1 24.219 (25.584)\tPrec@5 89.453 (90.952)\n",
            "Epoch: [46][450/663]\tTime 0.268 (0.777)\tData 0.000 (0.483)\tLoss 1.8043 (1.7977)\tPrec@1 26.172 (25.598)\tPrec@5 91.797 (90.959)\n",
            "Epoch: [46][460/663]\tTime 0.374 (0.779)\tData 0.000 (0.484)\tLoss 1.7983 (1.7982)\tPrec@1 24.609 (25.593)\tPrec@5 90.625 (90.949)\n",
            "Epoch: [46][470/663]\tTime 3.111 (0.781)\tData 2.769 (0.485)\tLoss 1.8102 (1.7983)\tPrec@1 23.828 (25.574)\tPrec@5 91.406 (90.951)\n",
            "Epoch: [46][480/663]\tTime 0.277 (0.776)\tData 0.000 (0.481)\tLoss 1.7903 (1.7981)\tPrec@1 25.781 (25.575)\tPrec@5 91.016 (90.959)\n",
            "Epoch: [46][490/663]\tTime 0.360 (0.778)\tData 0.000 (0.483)\tLoss 1.6715 (1.7982)\tPrec@1 28.516 (25.576)\tPrec@5 95.312 (90.963)\n",
            "Epoch: [46][500/663]\tTime 3.096 (0.780)\tData 2.778 (0.485)\tLoss 1.7618 (1.7980)\tPrec@1 25.781 (25.558)\tPrec@5 91.016 (90.970)\n",
            "Epoch: [46][510/663]\tTime 0.273 (0.776)\tData 0.000 (0.480)\tLoss 1.7041 (1.7982)\tPrec@1 26.953 (25.549)\tPrec@5 92.578 (90.945)\n",
            "Epoch: [46][520/663]\tTime 0.263 (0.777)\tData 0.000 (0.482)\tLoss 1.8816 (1.7983)\tPrec@1 26.953 (25.560)\tPrec@5 89.453 (90.939)\n",
            "Epoch: [46][530/663]\tTime 3.354 (0.779)\tData 3.058 (0.484)\tLoss 1.7750 (1.7984)\tPrec@1 25.391 (25.553)\tPrec@5 92.188 (90.948)\n",
            "Epoch: [46][540/663]\tTime 0.269 (0.776)\tData 0.000 (0.481)\tLoss 1.7713 (1.7987)\tPrec@1 28.906 (25.584)\tPrec@5 91.016 (90.938)\n",
            "Epoch: [46][550/663]\tTime 0.278 (0.777)\tData 0.000 (0.482)\tLoss 1.8556 (1.7984)\tPrec@1 27.734 (25.603)\tPrec@5 89.453 (90.955)\n",
            "Epoch: [46][560/663]\tTime 3.002 (0.779)\tData 2.666 (0.484)\tLoss 1.8101 (1.7986)\tPrec@1 20.312 (25.587)\tPrec@5 92.188 (90.954)\n",
            "Epoch: [46][570/663]\tTime 0.272 (0.776)\tData 0.000 (0.481)\tLoss 1.8337 (1.7988)\tPrec@1 25.391 (25.562)\tPrec@5 89.062 (90.939)\n",
            "Epoch: [46][580/663]\tTime 0.324 (0.777)\tData 0.000 (0.482)\tLoss 1.8494 (1.7990)\tPrec@1 23.438 (25.555)\tPrec@5 90.234 (90.934)\n",
            "Epoch: [46][590/663]\tTime 3.019 (0.778)\tData 2.697 (0.483)\tLoss 1.8315 (1.7991)\tPrec@1 27.734 (25.562)\tPrec@5 89.844 (90.937)\n",
            "Epoch: [46][600/663]\tTime 0.268 (0.775)\tData 0.000 (0.480)\tLoss 1.8029 (1.7992)\tPrec@1 17.969 (25.560)\tPrec@5 93.359 (90.949)\n",
            "Epoch: [46][610/663]\tTime 0.268 (0.777)\tData 0.000 (0.482)\tLoss 1.9281 (1.7996)\tPrec@1 20.312 (25.547)\tPrec@5 89.844 (90.944)\n",
            "Epoch: [46][620/663]\tTime 3.197 (0.778)\tData 2.812 (0.483)\tLoss 1.8135 (1.7996)\tPrec@1 24.219 (25.535)\tPrec@5 89.844 (90.950)\n",
            "Epoch: [46][630/663]\tTime 0.351 (0.774)\tData 0.002 (0.479)\tLoss 1.8055 (1.7994)\tPrec@1 26.562 (25.538)\tPrec@5 91.797 (90.956)\n",
            "Epoch: [46][640/663]\tTime 0.288 (0.776)\tData 0.000 (0.481)\tLoss 1.7235 (1.7997)\tPrec@1 26.172 (25.531)\tPrec@5 92.188 (90.946)\n",
            "Epoch: [46][650/663]\tTime 3.424 (0.778)\tData 3.077 (0.483)\tLoss 1.8957 (1.7999)\tPrec@1 22.656 (25.515)\tPrec@5 89.453 (90.947)\n",
            "Epoch: [46][660/663]\tTime 0.262 (0.771)\tData 0.000 (0.476)\tLoss 1.8621 (1.8000)\tPrec@1 19.922 (25.495)\tPrec@5 90.625 (90.948)\n",
            "Test: [0/166]\tTime 4.330 (4.330)\tLoss 2.4838 (2.4838)\tPrec@1 26.953 (26.953)\tPrec@5 72.656 (72.656)\n",
            "Test: [10/166]\tTime 0.335 (0.943)\tLoss 14.9905 (4.6873)\tPrec@1 0.000 (23.082)\tPrec@5 0.000 (58.487)\n",
            "Test: [20/166]\tTime 0.308 (0.857)\tLoss 14.6598 (9.4506)\tPrec@1 0.000 (12.091)\tPrec@5 0.000 (30.636)\n",
            "Test: [30/166]\tTime 2.292 (0.811)\tLoss 4.7945 (10.8057)\tPrec@1 2.344 (8.266)\tPrec@5 68.750 (22.971)\n",
            "Test: [40/166]\tTime 0.322 (0.747)\tLoss 2.9693 (8.8821)\tPrec@1 2.344 (6.764)\tPrec@5 79.297 (36.280)\n",
            "Test: [50/166]\tTime 0.337 (0.758)\tLoss 3.1293 (7.7287)\tPrec@1 1.953 (5.821)\tPrec@5 76.172 (44.347)\n",
            "Test: [60/166]\tTime 2.451 (0.757)\tLoss 3.0316 (6.9581)\tPrec@1 1.562 (5.091)\tPrec@5 85.156 (49.910)\n",
            "Test: [70/166]\tTime 0.313 (0.724)\tLoss 2.1397 (6.3293)\tPrec@1 1.562 (4.616)\tPrec@5 98.828 (55.562)\n",
            "Test: [80/166]\tTime 0.341 (0.731)\tLoss 2.0655 (5.8113)\tPrec@1 0.781 (4.244)\tPrec@5 98.828 (60.923)\n",
            "Test: [90/166]\tTime 2.437 (0.731)\tLoss 2.0232 (5.4033)\tPrec@1 0.781 (3.906)\tPrec@5 99.219 (65.110)\n",
            "Test: [100/166]\tTime 0.310 (0.712)\tLoss 2.0863 (5.0773)\tPrec@1 0.781 (3.639)\tPrec@5 98.828 (68.483)\n",
            "Test: [110/166]\tTime 0.343 (0.721)\tLoss 1.1723 (4.7603)\tPrec@1 66.016 (7.056)\tPrec@5 100.000 (71.263)\n",
            "Test: [120/166]\tTime 2.397 (0.724)\tLoss 1.0005 (4.4537)\tPrec@1 77.344 (12.723)\tPrec@5 100.000 (73.634)\n",
            "Test: [130/166]\tTime 0.403 (0.711)\tLoss 1.0383 (4.1960)\tPrec@1 74.609 (17.504)\tPrec@5 100.000 (75.647)\n",
            "Test: [140/166]\tTime 0.320 (0.713)\tLoss 1.3646 (3.9873)\tPrec@1 23.828 (19.556)\tPrec@5 100.000 (77.369)\n",
            "Test: [150/166]\tTime 2.252 (0.715)\tLoss 1.3763 (3.8157)\tPrec@1 19.922 (19.485)\tPrec@5 100.000 (78.862)\n",
            "Test: [160/166]\tTime 0.277 (0.701)\tLoss 2.0827 (3.6949)\tPrec@1 8.984 (18.930)\tPrec@5 86.328 (79.666)\n",
            " * Prec@1 18.689 Prec@5 79.392\n",
            "Epoch: [47][0/663]\tTime 5.797 (5.797)\tData 5.489 (5.489)\tLoss 1.8086 (1.8086)\tPrec@1 23.438 (23.438)\tPrec@5 89.062 (89.062)\n",
            "Epoch: [47][10/663]\tTime 0.288 (1.098)\tData 0.000 (0.821)\tLoss 1.7777 (1.8153)\tPrec@1 25.000 (23.473)\tPrec@5 93.750 (90.945)\n",
            "Epoch: [47][20/663]\tTime 0.264 (0.974)\tData 0.003 (0.694)\tLoss 1.8477 (1.8073)\tPrec@1 22.656 (24.684)\tPrec@5 89.844 (90.848)\n",
            "Epoch: [47][30/663]\tTime 3.018 (0.930)\tData 2.670 (0.647)\tLoss 1.7149 (1.8083)\tPrec@1 26.953 (24.899)\tPrec@5 92.578 (90.965)\n",
            "Epoch: [47][40/663]\tTime 0.281 (0.852)\tData 0.000 (0.569)\tLoss 1.8638 (1.8081)\tPrec@1 25.391 (25.143)\tPrec@5 87.891 (90.939)\n",
            "Epoch: [47][50/663]\tTime 0.274 (0.862)\tData 0.002 (0.578)\tLoss 1.7566 (1.8028)\tPrec@1 27.344 (25.536)\tPrec@5 91.797 (91.023)\n",
            "Epoch: [47][60/663]\tTime 3.076 (0.862)\tData 2.735 (0.578)\tLoss 1.8147 (1.8046)\tPrec@1 26.953 (25.608)\tPrec@5 91.406 (90.964)\n",
            "Epoch: [47][70/663]\tTime 0.278 (0.821)\tData 0.000 (0.537)\tLoss 1.8093 (1.8042)\tPrec@1 26.953 (25.501)\tPrec@5 89.062 (90.977)\n",
            "Epoch: [47][80/663]\tTime 0.419 (0.824)\tData 0.163 (0.541)\tLoss 1.7761 (1.8026)\tPrec@1 26.172 (25.429)\tPrec@5 93.750 (91.112)\n",
            "Epoch: [47][90/663]\tTime 2.551 (0.824)\tData 2.221 (0.540)\tLoss 1.7654 (1.8003)\tPrec@1 29.297 (25.614)\tPrec@5 94.922 (91.174)\n",
            "Epoch: [47][100/663]\tTime 0.283 (0.811)\tData 0.004 (0.529)\tLoss 1.7616 (1.8000)\tPrec@1 25.781 (25.642)\tPrec@5 93.750 (91.143)\n",
            "Epoch: [47][110/663]\tTime 2.703 (0.823)\tData 2.324 (0.538)\tLoss 1.6861 (1.7991)\tPrec@1 26.953 (25.640)\tPrec@5 94.531 (91.192)\n",
            "Epoch: [47][120/663]\tTime 0.272 (0.804)\tData 0.000 (0.520)\tLoss 1.8602 (1.8009)\tPrec@1 19.922 (25.526)\tPrec@5 89.062 (91.177)\n",
            "Epoch: [47][130/663]\tTime 0.260 (0.814)\tData 0.000 (0.528)\tLoss 1.8115 (1.7995)\tPrec@1 28.906 (25.471)\tPrec@5 90.234 (91.153)\n",
            "Epoch: [47][140/663]\tTime 3.410 (0.821)\tData 3.080 (0.535)\tLoss 1.7061 (1.8007)\tPrec@1 27.344 (25.396)\tPrec@5 92.578 (91.082)\n",
            "Epoch: [47][150/663]\tTime 0.265 (0.806)\tData 0.000 (0.520)\tLoss 1.8813 (1.8017)\tPrec@1 21.875 (25.341)\tPrec@5 88.672 (91.049)\n",
            "Epoch: [47][160/663]\tTime 0.367 (0.810)\tData 0.000 (0.523)\tLoss 1.8040 (1.8039)\tPrec@1 23.828 (25.238)\tPrec@5 92.969 (90.996)\n",
            "Epoch: [47][170/663]\tTime 3.535 (0.815)\tData 3.192 (0.527)\tLoss 1.8788 (1.8045)\tPrec@1 25.781 (25.215)\tPrec@5 89.453 (90.952)\n",
            "Epoch: [47][180/663]\tTime 0.365 (0.801)\tData 0.000 (0.512)\tLoss 1.8532 (1.8045)\tPrec@1 25.781 (25.222)\tPrec@5 89.453 (90.964)\n",
            "Epoch: [47][190/663]\tTime 0.397 (0.805)\tData 0.000 (0.515)\tLoss 1.8301 (1.8031)\tPrec@1 24.219 (25.243)\tPrec@5 89.844 (91.009)\n",
            "Epoch: [47][200/663]\tTime 2.472 (0.804)\tData 2.170 (0.515)\tLoss 1.8046 (1.8022)\tPrec@1 28.516 (25.255)\tPrec@5 88.672 (91.023)\n",
            "Epoch: [47][210/663]\tTime 0.289 (0.795)\tData 0.001 (0.505)\tLoss 1.7424 (1.8010)\tPrec@1 30.859 (25.294)\tPrec@5 92.188 (91.034)\n",
            "Epoch: [47][220/663]\tTime 0.298 (0.799)\tData 0.000 (0.510)\tLoss 1.6949 (1.8007)\tPrec@1 32.031 (25.339)\tPrec@5 93.359 (91.028)\n",
            "Epoch: [47][230/663]\tTime 3.376 (0.802)\tData 3.042 (0.512)\tLoss 1.8405 (1.8002)\tPrec@1 21.094 (25.331)\tPrec@5 91.016 (91.071)\n",
            "Epoch: [47][240/663]\tTime 0.267 (0.792)\tData 0.000 (0.502)\tLoss 1.7519 (1.7996)\tPrec@1 25.391 (25.368)\tPrec@5 93.359 (91.087)\n",
            "Epoch: [47][250/663]\tTime 0.308 (0.795)\tData 0.000 (0.505)\tLoss 1.8390 (1.8003)\tPrec@1 19.922 (25.422)\tPrec@5 91.016 (91.061)\n",
            "Epoch: [47][260/663]\tTime 3.650 (0.798)\tData 3.267 (0.508)\tLoss 1.6721 (1.7990)\tPrec@1 30.078 (25.459)\tPrec@5 92.188 (91.083)\n",
            "Epoch: [47][270/663]\tTime 0.266 (0.790)\tData 0.000 (0.500)\tLoss 1.7712 (1.7984)\tPrec@1 27.734 (25.526)\tPrec@5 91.406 (91.088)\n",
            "Epoch: [47][280/663]\tTime 0.259 (0.793)\tData 0.000 (0.502)\tLoss 1.8104 (1.7980)\tPrec@1 24.219 (25.557)\tPrec@5 89.062 (91.085)\n",
            "Epoch: [47][290/663]\tTime 3.579 (0.795)\tData 3.271 (0.504)\tLoss 1.8547 (1.7971)\tPrec@1 21.484 (25.554)\tPrec@5 90.234 (91.095)\n",
            "Epoch: [47][300/663]\tTime 0.297 (0.787)\tData 0.000 (0.496)\tLoss 1.9011 (1.7981)\tPrec@1 24.219 (25.565)\tPrec@5 87.891 (91.039)\n",
            "Epoch: [47][310/663]\tTime 0.289 (0.790)\tData 0.000 (0.499)\tLoss 1.8593 (1.7981)\tPrec@1 22.266 (25.519)\tPrec@5 90.625 (91.060)\n",
            "Epoch: [47][320/663]\tTime 3.079 (0.792)\tData 2.764 (0.501)\tLoss 1.8091 (1.7977)\tPrec@1 25.391 (25.554)\tPrec@5 91.406 (91.056)\n",
            "Epoch: [47][330/663]\tTime 0.268 (0.786)\tData 0.000 (0.495)\tLoss 1.7716 (1.7964)\tPrec@1 28.125 (25.642)\tPrec@5 91.797 (91.088)\n",
            "Epoch: [47][340/663]\tTime 0.265 (0.789)\tData 0.000 (0.498)\tLoss 1.7980 (1.7966)\tPrec@1 24.609 (25.658)\tPrec@5 89.844 (91.090)\n",
            "Epoch: [47][350/663]\tTime 3.826 (0.792)\tData 3.492 (0.501)\tLoss 1.7170 (1.7974)\tPrec@1 28.125 (25.619)\tPrec@5 94.141 (91.088)\n",
            "Epoch: [47][360/663]\tTime 0.283 (0.784)\tData 0.000 (0.493)\tLoss 1.8393 (1.7980)\tPrec@1 25.000 (25.634)\tPrec@5 91.016 (91.075)\n",
            "Epoch: [47][370/663]\tTime 0.270 (0.788)\tData 0.000 (0.496)\tLoss 1.7917 (1.7985)\tPrec@1 27.734 (25.614)\tPrec@5 90.234 (91.057)\n",
            "Epoch: [47][380/663]\tTime 3.351 (0.790)\tData 3.044 (0.499)\tLoss 1.7112 (1.7986)\tPrec@1 29.297 (25.673)\tPrec@5 94.141 (91.060)\n",
            "Epoch: [47][390/663]\tTime 0.274 (0.784)\tData 0.000 (0.493)\tLoss 1.7890 (1.7986)\tPrec@1 24.219 (25.660)\tPrec@5 92.578 (91.062)\n",
            "Epoch: [47][400/663]\tTime 0.301 (0.787)\tData 0.000 (0.495)\tLoss 1.7595 (1.7983)\tPrec@1 27.734 (25.685)\tPrec@5 92.578 (91.076)\n",
            "Epoch: [47][410/663]\tTime 3.400 (0.789)\tData 3.094 (0.496)\tLoss 1.8258 (1.7988)\tPrec@1 25.000 (25.663)\tPrec@5 91.797 (91.053)\n",
            "Epoch: [47][420/663]\tTime 0.282 (0.784)\tData 0.002 (0.491)\tLoss 1.7300 (1.7985)\tPrec@1 26.562 (25.660)\tPrec@5 94.531 (91.074)\n",
            "Epoch: [47][430/663]\tTime 0.324 (0.785)\tData 0.000 (0.493)\tLoss 1.8460 (1.7993)\tPrec@1 23.047 (25.617)\tPrec@5 89.062 (91.071)\n",
            "Epoch: [47][440/663]\tTime 2.864 (0.787)\tData 2.532 (0.494)\tLoss 1.8364 (1.7994)\tPrec@1 23.438 (25.625)\tPrec@5 92.188 (91.092)\n",
            "Epoch: [47][450/663]\tTime 0.274 (0.783)\tData 0.000 (0.490)\tLoss 1.7048 (1.8000)\tPrec@1 32.812 (25.612)\tPrec@5 90.234 (91.081)\n",
            "Epoch: [47][460/663]\tTime 0.263 (0.786)\tData 0.000 (0.493)\tLoss 1.6562 (1.7999)\tPrec@1 29.297 (25.607)\tPrec@5 95.312 (91.076)\n",
            "Epoch: [47][470/663]\tTime 3.286 (0.787)\tData 2.946 (0.494)\tLoss 1.8043 (1.8000)\tPrec@1 24.609 (25.602)\tPrec@5 86.719 (91.050)\n",
            "Epoch: [47][480/663]\tTime 0.274 (0.782)\tData 0.004 (0.490)\tLoss 1.7777 (1.8003)\tPrec@1 28.906 (25.609)\tPrec@5 91.016 (91.023)\n",
            "Epoch: [47][490/663]\tTime 0.277 (0.784)\tData 0.001 (0.491)\tLoss 1.8589 (1.8002)\tPrec@1 19.531 (25.610)\tPrec@5 89.062 (91.024)\n",
            "Epoch: [47][500/663]\tTime 2.673 (0.786)\tData 2.344 (0.493)\tLoss 1.7686 (1.7998)\tPrec@1 26.172 (25.625)\tPrec@5 91.797 (91.027)\n",
            "Epoch: [47][510/663]\tTime 0.291 (0.782)\tData 0.004 (0.489)\tLoss 1.7508 (1.7995)\tPrec@1 25.000 (25.636)\tPrec@5 91.406 (91.034)\n",
            "Epoch: [47][520/663]\tTime 0.337 (0.785)\tData 0.000 (0.491)\tLoss 1.8364 (1.7995)\tPrec@1 26.953 (25.630)\tPrec@5 88.672 (91.031)\n",
            "Epoch: [47][530/663]\tTime 3.106 (0.786)\tData 2.765 (0.492)\tLoss 1.7163 (1.7989)\tPrec@1 33.594 (25.642)\tPrec@5 93.750 (91.041)\n",
            "Epoch: [47][540/663]\tTime 0.280 (0.782)\tData 0.000 (0.489)\tLoss 1.7947 (1.7991)\tPrec@1 24.219 (25.624)\tPrec@5 91.016 (91.041)\n",
            "Epoch: [47][550/663]\tTime 0.321 (0.784)\tData 0.001 (0.490)\tLoss 1.7800 (1.7989)\tPrec@1 23.438 (25.632)\tPrec@5 90.234 (91.034)\n",
            "Epoch: [47][560/663]\tTime 3.336 (0.785)\tData 3.003 (0.491)\tLoss 1.7549 (1.7987)\tPrec@1 27.344 (25.651)\tPrec@5 90.625 (91.038)\n",
            "Epoch: [47][570/663]\tTime 0.259 (0.781)\tData 0.000 (0.488)\tLoss 1.7569 (1.7984)\tPrec@1 25.391 (25.646)\tPrec@5 92.188 (91.035)\n",
            "Epoch: [47][580/663]\tTime 0.328 (0.783)\tData 0.000 (0.490)\tLoss 1.7930 (1.7990)\tPrec@1 21.094 (25.619)\tPrec@5 93.750 (91.030)\n",
            "Epoch: [47][590/663]\tTime 2.993 (0.784)\tData 2.649 (0.491)\tLoss 1.7493 (1.7987)\tPrec@1 28.516 (25.646)\tPrec@5 91.797 (91.033)\n",
            "Epoch: [47][600/663]\tTime 0.279 (0.781)\tData 0.000 (0.488)\tLoss 1.8275 (1.7983)\tPrec@1 27.344 (25.672)\tPrec@5 88.281 (91.040)\n",
            "Epoch: [47][610/663]\tTime 0.270 (0.782)\tData 0.000 (0.489)\tLoss 1.8852 (1.7988)\tPrec@1 19.141 (25.660)\tPrec@5 92.188 (91.045)\n",
            "Epoch: [47][620/663]\tTime 2.470 (0.783)\tData 2.123 (0.490)\tLoss 1.8710 (1.7997)\tPrec@1 20.703 (25.648)\tPrec@5 89.062 (91.025)\n",
            "Epoch: [47][630/663]\tTime 0.287 (0.781)\tData 0.000 (0.487)\tLoss 1.8105 (1.8000)\tPrec@1 24.609 (25.655)\tPrec@5 90.234 (91.016)\n",
            "Epoch: [47][640/663]\tTime 0.392 (0.781)\tData 0.000 (0.488)\tLoss 1.7989 (1.7998)\tPrec@1 26.562 (25.666)\tPrec@5 91.016 (91.020)\n",
            "Epoch: [47][650/663]\tTime 3.634 (0.784)\tData 3.292 (0.490)\tLoss 1.8099 (1.8004)\tPrec@1 22.656 (25.659)\tPrec@5 90.625 (91.015)\n",
            "Epoch: [47][660/663]\tTime 0.262 (0.776)\tData 0.000 (0.483)\tLoss 1.7211 (1.8002)\tPrec@1 32.031 (25.660)\tPrec@5 91.797 (91.017)\n",
            "Test: [0/166]\tTime 4.180 (4.180)\tLoss 2.5083 (2.5083)\tPrec@1 12.109 (12.109)\tPrec@5 67.188 (67.188)\n",
            "Test: [10/166]\tTime 0.321 (0.934)\tLoss 14.6871 (4.6436)\tPrec@1 0.000 (10.156)\tPrec@5 0.000 (54.084)\n",
            "Test: [20/166]\tTime 0.335 (0.847)\tLoss 14.3141 (9.2815)\tPrec@1 0.000 (5.320)\tPrec@5 0.000 (28.330)\n",
            "Test: [30/166]\tTime 2.266 (0.807)\tLoss 3.9510 (10.5740)\tPrec@1 16.406 (4.133)\tPrec@5 76.562 (21.661)\n",
            "Test: [40/166]\tTime 0.334 (0.755)\tLoss 2.0969 (8.5008)\tPrec@1 22.656 (9.337)\tPrec@5 89.844 (37.881)\n",
            "Test: [50/166]\tTime 0.424 (0.749)\tLoss 2.2766 (7.2598)\tPrec@1 18.750 (11.589)\tPrec@5 86.328 (47.488)\n",
            "Test: [60/166]\tTime 2.499 (0.746)\tLoss 2.1590 (6.4259)\tPrec@1 24.219 (13.230)\tPrec@5 90.625 (54.086)\n",
            "Test: [70/166]\tTime 0.323 (0.724)\tLoss 2.3994 (5.8426)\tPrec@1 0.000 (12.742)\tPrec@5 91.406 (59.331)\n",
            "Test: [80/166]\tTime 0.656 (0.731)\tLoss 2.2696 (5.4094)\tPrec@1 0.781 (11.222)\tPrec@5 95.703 (63.797)\n",
            "Test: [90/166]\tTime 2.110 (0.731)\tLoss 2.1751 (5.0639)\tPrec@1 0.781 (10.015)\tPrec@5 96.875 (67.355)\n",
            "Test: [100/166]\tTime 0.309 (0.716)\tLoss 2.2357 (4.7897)\tPrec@1 0.781 (9.046)\tPrec@5 96.875 (70.146)\n",
            "Test: [110/166]\tTime 0.511 (0.721)\tLoss 1.3730 (4.5161)\tPrec@1 48.828 (11.075)\tPrec@5 100.000 (72.691)\n",
            "Test: [120/166]\tTime 2.003 (0.719)\tLoss 1.1841 (4.2456)\tPrec@1 69.141 (15.425)\tPrec@5 100.000 (74.942)\n",
            "Test: [130/166]\tTime 0.326 (0.709)\tLoss 1.2346 (4.0194)\tPrec@1 66.016 (18.959)\tPrec@5 100.000 (76.843)\n",
            "Test: [140/166]\tTime 0.490 (0.711)\tLoss 1.6049 (3.8390)\tPrec@1 5.078 (19.933)\tPrec@5 98.438 (78.433)\n",
            "Test: [150/166]\tTime 2.265 (0.714)\tLoss 1.6242 (3.6926)\tPrec@1 4.688 (18.960)\tPrec@5 99.609 (79.804)\n",
            "Test: [160/166]\tTime 0.288 (0.703)\tLoss 1.6499 (3.5656)\tPrec@1 47.656 (19.757)\tPrec@5 92.969 (80.719)\n",
            " * Prec@1 19.672 Prec@5 80.316\n",
            "Epoch: [48][0/663]\tTime 5.189 (5.189)\tData 4.853 (4.853)\tLoss 1.8164 (1.8164)\tPrec@1 22.266 (22.266)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [48][10/663]\tTime 0.272 (1.053)\tData 0.000 (0.757)\tLoss 1.7985 (1.7930)\tPrec@1 21.875 (24.467)\tPrec@5 93.359 (91.513)\n",
            "Epoch: [48][20/663]\tTime 0.274 (0.981)\tData 0.004 (0.691)\tLoss 1.8379 (1.7851)\tPrec@1 23.828 (24.535)\tPrec@5 88.281 (91.555)\n",
            "Epoch: [48][30/663]\tTime 2.763 (0.930)\tData 2.429 (0.641)\tLoss 1.7375 (1.7871)\tPrec@1 25.391 (25.277)\tPrec@5 92.578 (91.444)\n",
            "Epoch: [48][40/663]\tTime 0.284 (0.851)\tData 0.002 (0.564)\tLoss 1.8241 (1.7919)\tPrec@1 30.078 (25.257)\tPrec@5 90.234 (91.301)\n",
            "Epoch: [48][50/663]\tTime 0.298 (0.838)\tData 0.000 (0.552)\tLoss 1.7393 (1.7909)\tPrec@1 28.906 (25.743)\tPrec@5 90.625 (91.268)\n",
            "Epoch: [48][60/663]\tTime 3.394 (0.845)\tData 3.056 (0.559)\tLoss 1.8541 (1.7910)\tPrec@1 21.484 (25.493)\tPrec@5 90.234 (91.342)\n",
            "Epoch: [48][70/663]\tTime 0.287 (0.805)\tData 0.000 (0.520)\tLoss 1.7521 (1.7893)\tPrec@1 28.125 (25.583)\tPrec@5 91.797 (91.439)\n",
            "Epoch: [48][80/663]\tTime 0.263 (0.805)\tData 0.000 (0.520)\tLoss 1.8093 (1.7910)\tPrec@1 23.828 (25.632)\tPrec@5 92.188 (91.454)\n",
            "Epoch: [48][90/663]\tTime 3.056 (0.812)\tData 2.730 (0.526)\tLoss 1.8757 (1.7903)\tPrec@1 21.875 (25.605)\tPrec@5 87.500 (91.372)\n",
            "Epoch: [48][100/663]\tTime 0.278 (0.791)\tData 0.000 (0.506)\tLoss 1.7631 (1.7923)\tPrec@1 30.078 (25.627)\tPrec@5 92.188 (91.310)\n",
            "Epoch: [48][110/663]\tTime 0.262 (0.797)\tData 0.000 (0.513)\tLoss 1.8117 (1.7955)\tPrec@1 23.438 (25.588)\tPrec@5 92.969 (91.283)\n",
            "Epoch: [48][120/663]\tTime 3.216 (0.802)\tData 2.901 (0.518)\tLoss 1.7764 (1.7976)\tPrec@1 27.734 (25.542)\tPrec@5 89.844 (91.190)\n",
            "Epoch: [48][130/663]\tTime 0.277 (0.784)\tData 0.000 (0.501)\tLoss 1.8241 (1.7972)\tPrec@1 25.391 (25.608)\tPrec@5 93.359 (91.206)\n",
            "Epoch: [48][140/663]\tTime 0.273 (0.790)\tData 0.000 (0.506)\tLoss 1.8201 (1.7973)\tPrec@1 21.875 (25.648)\tPrec@5 89.844 (91.193)\n",
            "Epoch: [48][150/663]\tTime 3.226 (0.795)\tData 2.908 (0.511)\tLoss 1.7891 (1.7970)\tPrec@1 25.391 (25.654)\tPrec@5 89.453 (91.210)\n",
            "Epoch: [48][160/663]\tTime 0.290 (0.781)\tData 0.000 (0.498)\tLoss 1.7526 (1.7962)\tPrec@1 31.250 (25.713)\tPrec@5 89.453 (91.176)\n",
            "Epoch: [48][170/663]\tTime 0.276 (0.784)\tData 0.000 (0.501)\tLoss 1.8049 (1.7973)\tPrec@1 20.703 (25.676)\tPrec@5 91.797 (91.077)\n",
            "Epoch: [48][180/663]\tTime 3.332 (0.789)\tData 3.016 (0.505)\tLoss 1.9193 (1.7993)\tPrec@1 23.438 (25.630)\tPrec@5 85.547 (91.048)\n",
            "Epoch: [48][190/663]\tTime 0.354 (0.777)\tData 0.001 (0.493)\tLoss 1.7876 (1.7999)\tPrec@1 29.688 (25.685)\tPrec@5 91.406 (91.024)\n",
            "Epoch: [48][200/663]\tTime 0.267 (0.780)\tData 0.000 (0.496)\tLoss 1.7150 (1.8001)\tPrec@1 26.562 (25.634)\tPrec@5 91.406 (91.012)\n",
            "Epoch: [48][210/663]\tTime 3.065 (0.782)\tData 2.765 (0.497)\tLoss 1.8139 (1.8008)\tPrec@1 26.172 (25.670)\tPrec@5 91.016 (90.969)\n",
            "Epoch: [48][220/663]\tTime 0.322 (0.772)\tData 0.002 (0.487)\tLoss 1.9037 (1.8004)\tPrec@1 21.875 (25.711)\tPrec@5 91.016 (90.966)\n",
            "Epoch: [48][230/663]\tTime 0.391 (0.776)\tData 0.000 (0.490)\tLoss 1.8592 (1.7994)\tPrec@1 23.828 (25.754)\tPrec@5 87.109 (90.955)\n",
            "Epoch: [48][240/663]\tTime 3.246 (0.779)\tData 2.929 (0.493)\tLoss 1.7889 (1.7995)\tPrec@1 26.562 (25.700)\tPrec@5 88.281 (90.933)\n",
            "Epoch: [48][250/663]\tTime 0.289 (0.771)\tData 0.000 (0.484)\tLoss 1.8478 (1.8000)\tPrec@1 25.391 (25.714)\tPrec@5 91.016 (90.918)\n",
            "Epoch: [48][260/663]\tTime 0.270 (0.774)\tData 0.000 (0.487)\tLoss 1.7963 (1.7996)\tPrec@1 28.906 (25.700)\tPrec@5 91.016 (90.951)\n",
            "Epoch: [48][270/663]\tTime 3.240 (0.778)\tData 2.895 (0.490)\tLoss 1.8593 (1.7998)\tPrec@1 24.219 (25.692)\tPrec@5 91.797 (90.957)\n",
            "Epoch: [48][280/663]\tTime 0.265 (0.770)\tData 0.000 (0.483)\tLoss 1.7697 (1.7986)\tPrec@1 26.562 (25.720)\tPrec@5 91.797 (90.981)\n",
            "Epoch: [48][290/663]\tTime 0.285 (0.772)\tData 0.000 (0.484)\tLoss 1.8188 (1.7984)\tPrec@1 21.094 (25.702)\tPrec@5 89.844 (90.979)\n",
            "Epoch: [48][300/663]\tTime 3.069 (0.776)\tData 2.740 (0.488)\tLoss 1.7589 (1.7984)\tPrec@1 26.172 (25.697)\tPrec@5 93.750 (90.977)\n",
            "Epoch: [48][310/663]\tTime 0.270 (0.770)\tData 0.000 (0.482)\tLoss 1.7584 (1.7984)\tPrec@1 29.688 (25.739)\tPrec@5 92.578 (90.977)\n",
            "Epoch: [48][320/663]\tTime 0.285 (0.771)\tData 0.003 (0.483)\tLoss 1.8495 (1.7991)\tPrec@1 23.438 (25.691)\tPrec@5 90.625 (90.962)\n",
            "Epoch: [48][330/663]\tTime 3.240 (0.774)\tData 2.899 (0.485)\tLoss 1.8390 (1.7996)\tPrec@1 24.609 (25.681)\tPrec@5 89.062 (90.938)\n",
            "Epoch: [48][340/663]\tTime 0.270 (0.768)\tData 0.000 (0.479)\tLoss 1.8435 (1.8002)\tPrec@1 23.047 (25.650)\tPrec@5 91.406 (90.916)\n",
            "Epoch: [48][350/663]\tTime 0.368 (0.771)\tData 0.000 (0.481)\tLoss 1.7473 (1.7996)\tPrec@1 22.656 (25.642)\tPrec@5 91.406 (90.957)\n",
            "Epoch: [48][360/663]\tTime 3.030 (0.773)\tData 2.680 (0.482)\tLoss 1.7367 (1.7990)\tPrec@1 26.172 (25.662)\tPrec@5 91.406 (90.983)\n",
            "Epoch: [48][370/663]\tTime 0.299 (0.767)\tData 0.000 (0.476)\tLoss 1.8108 (1.7990)\tPrec@1 23.828 (25.677)\tPrec@5 90.625 (90.980)\n",
            "Epoch: [48][380/663]\tTime 0.293 (0.769)\tData 0.002 (0.477)\tLoss 1.7971 (1.7984)\tPrec@1 26.172 (25.663)\tPrec@5 92.188 (90.993)\n",
            "Epoch: [48][390/663]\tTime 3.218 (0.772)\tData 2.899 (0.480)\tLoss 1.8168 (1.7980)\tPrec@1 26.953 (25.674)\tPrec@5 89.062 (90.984)\n",
            "Epoch: [48][400/663]\tTime 0.268 (0.767)\tData 0.000 (0.474)\tLoss 1.7140 (1.7976)\tPrec@1 29.297 (25.700)\tPrec@5 93.750 (90.995)\n",
            "Epoch: [48][410/663]\tTime 0.267 (0.768)\tData 0.000 (0.475)\tLoss 1.7354 (1.7974)\tPrec@1 29.297 (25.718)\tPrec@5 91.797 (90.992)\n",
            "Epoch: [48][420/663]\tTime 3.048 (0.770)\tData 2.709 (0.477)\tLoss 1.7276 (1.7971)\tPrec@1 28.516 (25.752)\tPrec@5 92.578 (90.992)\n",
            "Epoch: [48][430/663]\tTime 0.292 (0.766)\tData 0.000 (0.472)\tLoss 1.8085 (1.7977)\tPrec@1 27.344 (25.698)\tPrec@5 88.281 (90.983)\n",
            "Epoch: [48][440/663]\tTime 0.294 (0.768)\tData 0.000 (0.474)\tLoss 1.7124 (1.7973)\tPrec@1 30.078 (25.724)\tPrec@5 92.969 (90.980)\n",
            "Epoch: [48][450/663]\tTime 3.354 (0.770)\tData 2.995 (0.475)\tLoss 1.8524 (1.7978)\tPrec@1 22.656 (25.719)\tPrec@5 88.672 (90.978)\n",
            "Epoch: [48][460/663]\tTime 0.282 (0.765)\tData 0.000 (0.471)\tLoss 1.8608 (1.7974)\tPrec@1 23.828 (25.714)\tPrec@5 88.672 (90.996)\n",
            "Epoch: [48][470/663]\tTime 0.272 (0.766)\tData 0.000 (0.471)\tLoss 1.7448 (1.7972)\tPrec@1 24.609 (25.706)\tPrec@5 92.578 (91.015)\n",
            "Epoch: [48][480/663]\tTime 3.184 (0.768)\tData 2.873 (0.473)\tLoss 1.7878 (1.7969)\tPrec@1 21.094 (25.714)\tPrec@5 93.359 (91.018)\n",
            "Epoch: [48][490/663]\tTime 0.269 (0.764)\tData 0.002 (0.470)\tLoss 1.7988 (1.7973)\tPrec@1 26.562 (25.673)\tPrec@5 91.406 (91.016)\n",
            "Epoch: [48][500/663]\tTime 0.276 (0.766)\tData 0.000 (0.472)\tLoss 1.8506 (1.7974)\tPrec@1 25.391 (25.653)\tPrec@5 89.062 (91.014)\n",
            "Epoch: [48][510/663]\tTime 3.028 (0.768)\tData 2.724 (0.474)\tLoss 1.8820 (1.7975)\tPrec@1 23.438 (25.654)\tPrec@5 90.234 (91.019)\n",
            "Epoch: [48][520/663]\tTime 0.287 (0.764)\tData 0.001 (0.470)\tLoss 1.7492 (1.7976)\tPrec@1 26.953 (25.624)\tPrec@5 92.578 (91.010)\n",
            "Epoch: [48][530/663]\tTime 0.310 (0.766)\tData 0.000 (0.471)\tLoss 1.8092 (1.7978)\tPrec@1 20.703 (25.595)\tPrec@5 92.969 (91.005)\n",
            "Epoch: [48][540/663]\tTime 3.571 (0.768)\tData 3.248 (0.474)\tLoss 1.7970 (1.7976)\tPrec@1 24.219 (25.599)\tPrec@5 90.625 (91.006)\n",
            "Epoch: [48][550/663]\tTime 0.290 (0.764)\tData 0.003 (0.469)\tLoss 1.7364 (1.7975)\tPrec@1 29.688 (25.593)\tPrec@5 92.969 (91.006)\n",
            "Epoch: [48][560/663]\tTime 0.256 (0.765)\tData 0.000 (0.471)\tLoss 1.7243 (1.7975)\tPrec@1 29.688 (25.587)\tPrec@5 91.016 (91.003)\n",
            "Epoch: [48][570/663]\tTime 3.339 (0.767)\tData 2.996 (0.472)\tLoss 1.7419 (1.7974)\tPrec@1 28.516 (25.602)\tPrec@5 94.141 (91.014)\n",
            "Epoch: [48][580/663]\tTime 0.288 (0.763)\tData 0.000 (0.469)\tLoss 1.8109 (1.7974)\tPrec@1 23.828 (25.615)\tPrec@5 89.062 (91.017)\n",
            "Epoch: [48][590/663]\tTime 0.272 (0.765)\tData 0.000 (0.470)\tLoss 1.7857 (1.7976)\tPrec@1 25.000 (25.609)\tPrec@5 89.844 (91.007)\n",
            "Epoch: [48][600/663]\tTime 3.253 (0.767)\tData 2.907 (0.471)\tLoss 1.8314 (1.7983)\tPrec@1 23.047 (25.578)\tPrec@5 89.844 (90.994)\n",
            "Epoch: [48][610/663]\tTime 0.278 (0.763)\tData 0.000 (0.468)\tLoss 1.9215 (1.7986)\tPrec@1 21.094 (25.568)\tPrec@5 87.109 (90.997)\n",
            "Epoch: [48][620/663]\tTime 0.258 (0.765)\tData 0.000 (0.470)\tLoss 1.7771 (1.7982)\tPrec@1 21.875 (25.569)\tPrec@5 92.188 (91.014)\n",
            "Epoch: [48][630/663]\tTime 3.042 (0.766)\tData 2.711 (0.470)\tLoss 1.7769 (1.7980)\tPrec@1 24.609 (25.591)\tPrec@5 91.016 (91.014)\n",
            "Epoch: [48][640/663]\tTime 0.292 (0.762)\tData 0.000 (0.467)\tLoss 1.8917 (1.7981)\tPrec@1 19.141 (25.606)\tPrec@5 89.844 (91.020)\n",
            "Epoch: [48][650/663]\tTime 0.410 (0.764)\tData 0.011 (0.468)\tLoss 1.8078 (1.7981)\tPrec@1 20.312 (25.593)\tPrec@5 92.188 (91.023)\n",
            "Epoch: [48][660/663]\tTime 0.293 (0.758)\tData 0.034 (0.463)\tLoss 1.7446 (1.7976)\tPrec@1 24.609 (25.607)\tPrec@5 93.359 (91.034)\n",
            "Test: [0/166]\tTime 4.408 (4.408)\tLoss 2.5576 (2.5576)\tPrec@1 13.281 (13.281)\tPrec@5 75.391 (75.391)\n",
            "Test: [10/166]\tTime 0.312 (0.923)\tLoss 14.8822 (4.7333)\tPrec@1 0.000 (11.719)\tPrec@5 0.000 (62.145)\n",
            "Test: [20/166]\tTime 0.698 (0.843)\tLoss 14.5062 (9.4211)\tPrec@1 0.000 (6.138)\tPrec@5 0.000 (32.552)\n",
            "Test: [30/166]\tTime 1.729 (0.786)\tLoss 4.1879 (10.7333)\tPrec@1 2.734 (4.246)\tPrec@5 73.047 (24.408)\n",
            "Test: [40/166]\tTime 0.314 (0.743)\tLoss 2.3538 (8.6788)\tPrec@1 3.516 (4.335)\tPrec@5 85.156 (38.986)\n",
            "Test: [50/166]\tTime 0.407 (0.745)\tLoss 2.5077 (7.4473)\tPrec@1 3.906 (4.151)\tPrec@5 82.422 (47.825)\n",
            "Test: [60/166]\tTime 2.106 (0.750)\tLoss 2.4019 (6.6211)\tPrec@1 4.297 (3.964)\tPrec@5 88.672 (53.861)\n",
            "Test: [70/166]\tTime 0.296 (0.729)\tLoss 1.3193 (5.9351)\tPrec@1 53.906 (8.126)\tPrec@5 98.047 (59.369)\n",
            "Test: [80/166]\tTime 0.327 (0.735)\tLoss 1.2657 (5.3626)\tPrec@1 55.469 (13.402)\tPrec@5 98.828 (64.270)\n",
            "Test: [90/166]\tTime 2.856 (0.744)\tLoss 1.2549 (4.9150)\tPrec@1 47.656 (17.239)\tPrec@5 99.219 (68.098)\n",
            "Test: [100/166]\tTime 0.307 (0.728)\tLoss 1.2857 (4.5574)\tPrec@1 51.562 (20.537)\tPrec@5 98.438 (71.167)\n",
            "Test: [110/166]\tTime 0.353 (0.741)\tLoss 1.4959 (4.2711)\tPrec@1 28.125 (22.230)\tPrec@5 99.219 (73.716)\n",
            "Test: [120/166]\tTime 2.798 (0.751)\tLoss 1.2484 (4.0273)\tPrec@1 50.781 (24.032)\tPrec@5 100.000 (75.872)\n",
            "Test: [130/166]\tTime 0.335 (0.739)\tLoss 1.2762 (3.8227)\tPrec@1 46.094 (25.465)\tPrec@5 99.609 (77.690)\n",
            "Test: [140/166]\tTime 0.322 (0.745)\tLoss 1.7233 (3.6636)\tPrec@1 12.109 (25.465)\tPrec@5 99.219 (79.203)\n",
            "Test: [150/166]\tTime 2.843 (0.751)\tLoss 1.7466 (3.5373)\tPrec@1 7.812 (24.382)\tPrec@5 98.828 (80.520)\n",
            "Test: [160/166]\tTime 0.289 (0.732)\tLoss 2.3724 (3.4526)\tPrec@1 6.250 (23.323)\tPrec@5 80.469 (80.952)\n",
            " * Prec@1 22.992 Prec@5 80.479\n",
            "Epoch: [49][0/663]\tTime 5.879 (5.879)\tData 5.572 (5.572)\tLoss 1.7452 (1.7452)\tPrec@1 34.766 (34.766)\tPrec@5 92.969 (92.969)\n",
            "Epoch: [49][10/663]\tTime 0.282 (1.055)\tData 0.005 (0.774)\tLoss 1.8183 (1.7711)\tPrec@1 25.781 (26.598)\tPrec@5 91.797 (92.152)\n",
            "Epoch: [49][20/663]\tTime 0.836 (0.992)\tData 0.574 (0.709)\tLoss 1.8568 (1.7797)\tPrec@1 24.609 (25.930)\tPrec@5 90.234 (91.667)\n",
            "Epoch: [49][30/663]\tTime 3.083 (0.955)\tData 2.752 (0.673)\tLoss 1.8537 (1.7802)\tPrec@1 25.781 (25.643)\tPrec@5 90.234 (91.595)\n",
            "Epoch: [49][40/663]\tTime 0.270 (0.884)\tData 0.004 (0.604)\tLoss 1.6823 (1.7724)\tPrec@1 30.469 (26.200)\tPrec@5 95.703 (91.759)\n",
            "Epoch: [49][50/663]\tTime 2.451 (0.908)\tData 2.086 (0.626)\tLoss 1.7657 (1.7778)\tPrec@1 23.438 (25.881)\tPrec@5 89.062 (91.529)\n",
            "Epoch: [49][60/663]\tTime 0.708 (0.861)\tData 0.446 (0.575)\tLoss 1.8557 (1.7836)\tPrec@1 22.266 (25.704)\tPrec@5 90.234 (91.387)\n",
            "Epoch: [49][70/663]\tTime 0.269 (0.852)\tData 0.000 (0.561)\tLoss 1.6935 (1.7802)\tPrec@1 29.297 (25.957)\tPrec@5 93.359 (91.340)\n",
            "Epoch: [49][80/663]\tTime 2.278 (0.855)\tData 1.956 (0.564)\tLoss 1.7739 (1.7830)\tPrec@1 24.219 (25.757)\tPrec@5 92.188 (91.271)\n",
            "Epoch: [49][90/663]\tTime 2.272 (0.843)\tData 1.930 (0.553)\tLoss 1.7940 (1.7857)\tPrec@1 26.562 (25.695)\tPrec@5 91.797 (91.222)\n",
            "Epoch: [49][100/663]\tTime 0.267 (0.826)\tData 0.000 (0.537)\tLoss 1.7799 (1.7901)\tPrec@1 21.094 (25.572)\tPrec@5 92.969 (91.217)\n",
            "Epoch: [49][110/663]\tTime 0.593 (0.831)\tData 0.319 (0.542)\tLoss 1.9025 (1.7920)\tPrec@1 24.219 (25.496)\tPrec@5 88.281 (91.174)\n",
            "Epoch: [49][120/663]\tTime 3.598 (0.837)\tData 3.270 (0.548)\tLoss 1.8073 (1.7918)\tPrec@1 23.438 (25.517)\tPrec@5 89.844 (91.148)\n",
            "Epoch: [49][130/663]\tTime 0.285 (0.813)\tData 0.000 (0.525)\tLoss 1.6915 (1.7912)\tPrec@1 24.219 (25.558)\tPrec@5 92.969 (91.171)\n",
            "Epoch: [49][140/663]\tTime 0.267 (0.819)\tData 0.000 (0.530)\tLoss 1.7486 (1.7903)\tPrec@1 26.953 (25.640)\tPrec@5 94.141 (91.259)\n",
            "Epoch: [49][150/663]\tTime 3.314 (0.825)\tData 2.980 (0.536)\tLoss 1.7138 (1.7896)\tPrec@1 29.688 (25.590)\tPrec@5 95.312 (91.282)\n",
            "Epoch: [49][160/663]\tTime 0.267 (0.811)\tData 0.000 (0.522)\tLoss 1.8861 (1.7898)\tPrec@1 22.266 (25.556)\tPrec@5 91.016 (91.295)\n",
            "Epoch: [49][170/663]\tTime 0.263 (0.813)\tData 0.001 (0.524)\tLoss 1.8016 (1.7898)\tPrec@1 26.562 (25.562)\tPrec@5 89.062 (91.281)\n",
            "Epoch: [49][180/663]\tTime 3.264 (0.817)\tData 2.941 (0.527)\tLoss 1.7593 (1.7895)\tPrec@1 27.344 (25.606)\tPrec@5 90.625 (91.294)\n",
            "Epoch: [49][190/663]\tTime 0.310 (0.804)\tData 0.000 (0.514)\tLoss 1.8610 (1.7908)\tPrec@1 23.047 (25.652)\tPrec@5 87.500 (91.214)\n",
            "Epoch: [49][200/663]\tTime 0.296 (0.810)\tData 0.000 (0.518)\tLoss 1.7312 (1.7913)\tPrec@1 27.734 (25.616)\tPrec@5 92.188 (91.226)\n",
            "Epoch: [49][210/663]\tTime 3.515 (0.813)\tData 3.170 (0.520)\tLoss 1.7900 (1.7921)\tPrec@1 24.219 (25.616)\tPrec@5 90.625 (91.186)\n",
            "Epoch: [49][220/663]\tTime 0.294 (0.802)\tData 0.000 (0.509)\tLoss 1.8165 (1.7932)\tPrec@1 29.688 (25.617)\tPrec@5 90.625 (91.161)\n",
            "Epoch: [49][230/663]\tTime 0.311 (0.805)\tData 0.000 (0.512)\tLoss 1.8148 (1.7936)\tPrec@1 24.219 (25.600)\tPrec@5 91.016 (91.188)\n",
            "Epoch: [49][240/663]\tTime 3.319 (0.810)\tData 2.964 (0.516)\tLoss 1.7994 (1.7945)\tPrec@1 23.047 (25.562)\tPrec@5 89.453 (91.163)\n",
            "Epoch: [49][250/663]\tTime 0.278 (0.799)\tData 0.000 (0.505)\tLoss 1.8124 (1.7940)\tPrec@1 28.125 (25.576)\tPrec@5 89.844 (91.156)\n",
            "Epoch: [49][260/663]\tTime 0.274 (0.801)\tData 0.000 (0.507)\tLoss 1.8136 (1.7943)\tPrec@1 23.828 (25.551)\tPrec@5 93.359 (91.140)\n",
            "Epoch: [49][270/663]\tTime 2.945 (0.804)\tData 2.616 (0.510)\tLoss 1.7900 (1.7937)\tPrec@1 24.219 (25.539)\tPrec@5 91.016 (91.140)\n",
            "Epoch: [49][280/663]\tTime 0.332 (0.797)\tData 0.000 (0.504)\tLoss 1.9049 (1.7949)\tPrec@1 16.797 (25.492)\tPrec@5 89.844 (91.120)\n",
            "Epoch: [49][290/663]\tTime 0.272 (0.799)\tData 0.000 (0.506)\tLoss 1.8176 (1.7957)\tPrec@1 26.562 (25.459)\tPrec@5 90.234 (91.116)\n",
            "Epoch: [49][300/663]\tTime 3.741 (0.802)\tData 3.417 (0.509)\tLoss 1.7608 (1.7962)\tPrec@1 28.516 (25.449)\tPrec@5 90.625 (91.106)\n",
            "Epoch: [49][310/663]\tTime 0.266 (0.796)\tData 0.000 (0.502)\tLoss 1.7115 (1.7960)\tPrec@1 31.641 (25.477)\tPrec@5 92.969 (91.075)\n",
            "Epoch: [49][320/663]\tTime 0.274 (0.796)\tData 0.000 (0.502)\tLoss 1.8409 (1.7955)\tPrec@1 26.562 (25.494)\tPrec@5 90.625 (91.091)\n",
            "Epoch: [49][330/663]\tTime 3.314 (0.799)\tData 2.989 (0.505)\tLoss 1.7715 (1.7944)\tPrec@1 27.734 (25.524)\tPrec@5 91.797 (91.099)\n",
            "Epoch: [49][340/663]\tTime 0.281 (0.794)\tData 0.000 (0.499)\tLoss 1.7934 (1.7952)\tPrec@1 30.469 (25.535)\tPrec@5 91.406 (91.107)\n",
            "Epoch: [49][350/663]\tTime 0.300 (0.797)\tData 0.002 (0.502)\tLoss 1.7400 (1.7963)\tPrec@1 23.438 (25.499)\tPrec@5 93.750 (91.100)\n",
            "Epoch: [49][360/663]\tTime 3.308 (0.798)\tData 2.982 (0.503)\tLoss 1.7395 (1.7958)\tPrec@1 28.125 (25.566)\tPrec@5 92.969 (91.109)\n",
            "Epoch: [49][370/663]\tTime 0.275 (0.793)\tData 0.005 (0.499)\tLoss 1.7987 (1.7946)\tPrec@1 27.344 (25.638)\tPrec@5 91.016 (91.135)\n",
            "Epoch: [49][380/663]\tTime 0.271 (0.795)\tData 0.000 (0.500)\tLoss 1.8145 (1.7942)\tPrec@1 27.734 (25.652)\tPrec@5 90.625 (91.144)\n",
            "Epoch: [49][390/663]\tTime 2.951 (0.797)\tData 2.629 (0.502)\tLoss 1.8103 (1.7938)\tPrec@1 28.516 (25.651)\tPrec@5 90.625 (91.158)\n",
            "Epoch: [49][400/663]\tTime 0.273 (0.792)\tData 0.000 (0.497)\tLoss 1.7878 (1.7934)\tPrec@1 30.859 (25.699)\tPrec@5 91.406 (91.136)\n",
            "Epoch: [49][410/663]\tTime 0.274 (0.793)\tData 0.000 (0.498)\tLoss 1.7977 (1.7927)\tPrec@1 26.953 (25.724)\tPrec@5 90.234 (91.130)\n",
            "Epoch: [49][420/663]\tTime 2.777 (0.795)\tData 2.466 (0.501)\tLoss 1.7632 (1.7929)\tPrec@1 26.172 (25.749)\tPrec@5 89.844 (91.126)\n",
            "Epoch: [49][430/663]\tTime 0.274 (0.791)\tData 0.000 (0.496)\tLoss 1.7992 (1.7929)\tPrec@1 22.656 (25.732)\tPrec@5 91.406 (91.141)\n",
            "Epoch: [49][440/663]\tTime 0.316 (0.791)\tData 0.000 (0.497)\tLoss 1.8403 (1.7933)\tPrec@1 21.875 (25.683)\tPrec@5 89.844 (91.135)\n",
            "Epoch: [49][450/663]\tTime 3.298 (0.794)\tData 2.979 (0.499)\tLoss 1.7809 (1.7928)\tPrec@1 21.875 (25.708)\tPrec@5 89.453 (91.137)\n",
            "Epoch: [49][460/663]\tTime 0.284 (0.789)\tData 0.000 (0.494)\tLoss 1.7762 (1.7923)\tPrec@1 25.781 (25.712)\tPrec@5 91.406 (91.132)\n",
            "Epoch: [49][470/663]\tTime 0.272 (0.790)\tData 0.000 (0.495)\tLoss 1.6901 (1.7920)\tPrec@1 29.688 (25.701)\tPrec@5 94.922 (91.143)\n",
            "Epoch: [49][480/663]\tTime 3.654 (0.793)\tData 3.339 (0.498)\tLoss 1.7854 (1.7916)\tPrec@1 21.484 (25.726)\tPrec@5 91.797 (91.164)\n",
            "Epoch: [49][490/663]\tTime 0.271 (0.788)\tData 0.000 (0.494)\tLoss 1.7652 (1.7918)\tPrec@1 26.953 (25.746)\tPrec@5 93.359 (91.157)\n",
            "Epoch: [49][500/663]\tTime 0.269 (0.791)\tData 0.000 (0.496)\tLoss 1.7717 (1.7916)\tPrec@1 30.469 (25.778)\tPrec@5 90.625 (91.161)\n",
            "Epoch: [49][510/663]\tTime 3.663 (0.792)\tData 3.346 (0.498)\tLoss 1.7690 (1.7914)\tPrec@1 26.953 (25.776)\tPrec@5 91.797 (91.172)\n",
            "Epoch: [49][520/663]\tTime 0.283 (0.787)\tData 0.003 (0.493)\tLoss 1.7070 (1.7911)\tPrec@1 27.734 (25.773)\tPrec@5 96.094 (91.181)\n",
            "Epoch: [49][530/663]\tTime 0.265 (0.789)\tData 0.000 (0.495)\tLoss 1.7894 (1.7916)\tPrec@1 23.047 (25.749)\tPrec@5 91.797 (91.166)\n",
            "Epoch: [49][540/663]\tTime 3.238 (0.791)\tData 2.856 (0.496)\tLoss 1.7852 (1.7920)\tPrec@1 28.516 (25.726)\tPrec@5 91.406 (91.160)\n",
            "Epoch: [49][550/663]\tTime 0.315 (0.787)\tData 0.000 (0.493)\tLoss 1.7869 (1.7919)\tPrec@1 25.781 (25.727)\tPrec@5 88.672 (91.167)\n",
            "Epoch: [49][560/663]\tTime 0.293 (0.789)\tData 0.003 (0.494)\tLoss 1.8264 (1.7917)\tPrec@1 26.172 (25.727)\tPrec@5 92.578 (91.175)\n",
            "Epoch: [49][570/663]\tTime 3.559 (0.790)\tData 3.222 (0.496)\tLoss 1.8042 (1.7916)\tPrec@1 25.000 (25.724)\tPrec@5 90.234 (91.167)\n",
            "Epoch: [49][580/663]\tTime 0.262 (0.786)\tData 0.000 (0.492)\tLoss 1.8507 (1.7920)\tPrec@1 21.875 (25.716)\tPrec@5 88.672 (91.153)\n",
            "Epoch: [49][590/663]\tTime 0.263 (0.788)\tData 0.000 (0.494)\tLoss 1.8051 (1.7921)\tPrec@1 28.906 (25.720)\tPrec@5 91.406 (91.146)\n",
            "Epoch: [49][600/663]\tTime 3.262 (0.789)\tData 2.922 (0.495)\tLoss 1.8143 (1.7925)\tPrec@1 25.781 (25.718)\tPrec@5 92.578 (91.122)\n",
            "Epoch: [49][610/663]\tTime 0.268 (0.786)\tData 0.000 (0.492)\tLoss 1.8904 (1.7923)\tPrec@1 18.750 (25.724)\tPrec@5 90.234 (91.129)\n",
            "Epoch: [49][620/663]\tTime 0.328 (0.788)\tData 0.000 (0.494)\tLoss 1.7302 (1.7924)\tPrec@1 25.781 (25.716)\tPrec@5 91.406 (91.124)\n",
            "Epoch: [49][630/663]\tTime 3.466 (0.789)\tData 3.132 (0.495)\tLoss 1.7890 (1.7926)\tPrec@1 27.734 (25.711)\tPrec@5 89.844 (91.123)\n",
            "Epoch: [49][640/663]\tTime 0.272 (0.786)\tData 0.001 (0.492)\tLoss 1.8298 (1.7926)\tPrec@1 25.000 (25.706)\tPrec@5 90.625 (91.134)\n",
            "Epoch: [49][650/663]\tTime 0.278 (0.788)\tData 0.008 (0.494)\tLoss 1.8845 (1.7929)\tPrec@1 24.609 (25.707)\tPrec@5 89.453 (91.123)\n",
            "Epoch: [49][660/663]\tTime 0.264 (0.781)\tData 0.000 (0.488)\tLoss 1.7712 (1.7931)\tPrec@1 31.250 (25.727)\tPrec@5 91.406 (91.098)\n",
            "Test: [0/166]\tTime 5.473 (5.473)\tLoss 2.5546 (2.5546)\tPrec@1 18.359 (18.359)\tPrec@5 63.281 (63.281)\n",
            "Test: [10/166]\tTime 0.328 (0.898)\tLoss 14.5480 (4.6583)\tPrec@1 0.000 (15.838)\tPrec@5 0.000 (50.355)\n",
            "Test: [20/166]\tTime 0.307 (0.851)\tLoss 14.2166 (9.2298)\tPrec@1 0.000 (8.296)\tPrec@5 0.000 (26.376)\n",
            "Test: [30/166]\tTime 1.948 (0.805)\tLoss 4.4528 (10.5194)\tPrec@1 1.953 (5.683)\tPrec@5 73.438 (20.237)\n",
            "Test: [40/166]\tTime 0.308 (0.764)\tLoss 2.6446 (8.5895)\tPrec@1 2.344 (4.926)\tPrec@5 86.328 (36.099)\n",
            "Test: [50/166]\tTime 0.319 (0.767)\tLoss 2.8055 (7.4291)\tPrec@1 1.172 (4.328)\tPrec@5 85.156 (45.764)\n",
            "Test: [60/166]\tTime 2.595 (0.763)\tLoss 2.7083 (6.6538)\tPrec@1 2.734 (3.906)\tPrec@5 89.844 (52.357)\n",
            "Test: [70/166]\tTime 0.342 (0.736)\tLoss 1.6153 (6.0045)\tPrec@1 43.750 (7.301)\tPrec@5 96.875 (58.005)\n",
            "Test: [80/166]\tTime 0.314 (0.742)\tLoss 1.5270 (5.4583)\tPrec@1 45.312 (11.704)\tPrec@5 98.047 (62.973)\n",
            "Test: [90/166]\tTime 2.679 (0.746)\tLoss 1.5034 (5.0300)\tPrec@1 43.359 (15.058)\tPrec@5 98.047 (66.840)\n",
            "Test: [100/166]\tTime 0.310 (0.725)\tLoss 1.5520 (4.6891)\tPrec@1 44.531 (17.822)\tPrec@5 98.438 (69.961)\n",
            "Test: [110/166]\tTime 0.626 (0.728)\tLoss 1.8857 (4.4193)\tPrec@1 4.297 (18.152)\tPrec@5 98.828 (72.540)\n",
            "Test: [120/166]\tTime 2.465 (0.732)\tLoss 1.5996 (4.1940)\tPrec@1 11.719 (17.310)\tPrec@5 100.000 (74.755)\n",
            "Test: [130/166]\tTime 0.325 (0.717)\tLoss 1.6343 (4.0039)\tPrec@1 10.547 (16.555)\tPrec@5 99.609 (76.616)\n",
            "Test: [140/166]\tTime 0.565 (0.720)\tLoss 1.4470 (3.8337)\tPrec@1 34.375 (16.628)\tPrec@5 99.609 (78.239)\n",
            "Test: [150/166]\tTime 2.504 (0.722)\tLoss 1.4571 (3.6774)\tPrec@1 28.516 (17.495)\tPrec@5 100.000 (79.667)\n",
            "Test: [160/166]\tTime 0.294 (0.707)\tLoss 1.5356 (3.5437)\tPrec@1 52.734 (19.087)\tPrec@5 94.922 (80.670)\n",
            " * Prec@1 19.038 Prec@5 80.170\n",
            "Epoch: [50][0/663]\tTime 5.468 (5.468)\tData 5.161 (5.161)\tLoss 1.7662 (1.7662)\tPrec@1 23.047 (23.047)\tPrec@5 92.578 (92.578)\n",
            "Epoch: [50][10/663]\tTime 0.285 (1.049)\tData 0.000 (0.767)\tLoss 1.7434 (1.7948)\tPrec@1 29.688 (25.604)\tPrec@5 92.188 (90.483)\n",
            "Epoch: [50][20/663]\tTime 0.266 (0.983)\tData 0.000 (0.699)\tLoss 1.7599 (1.8081)\tPrec@1 29.297 (25.818)\tPrec@5 92.188 (90.476)\n",
            "Epoch: [50][30/663]\tTime 2.997 (0.936)\tData 2.686 (0.654)\tLoss 1.7848 (1.8020)\tPrec@1 25.781 (25.907)\tPrec@5 89.844 (90.423)\n",
            "Epoch: [50][40/663]\tTime 0.268 (0.843)\tData 0.000 (0.561)\tLoss 1.8614 (1.7998)\tPrec@1 23.828 (26.181)\tPrec@5 90.234 (90.635)\n",
            "Epoch: [50][50/663]\tTime 0.279 (0.853)\tData 0.000 (0.570)\tLoss 1.8412 (1.7943)\tPrec@1 23.438 (26.294)\tPrec@5 87.109 (90.755)\n",
            "Epoch: [50][60/663]\tTime 2.940 (0.855)\tData 2.629 (0.571)\tLoss 1.7649 (1.7959)\tPrec@1 28.125 (26.204)\tPrec@5 92.188 (90.676)\n",
            "Epoch: [50][70/663]\tTime 0.394 (0.813)\tData 0.122 (0.529)\tLoss 1.7896 (1.7973)\tPrec@1 25.781 (26.001)\tPrec@5 88.672 (90.619)\n",
            "Epoch: [50][80/663]\tTime 1.373 (0.827)\tData 1.001 (0.542)\tLoss 1.7776 (1.7987)\tPrec@1 28.516 (25.844)\tPrec@5 90.234 (90.635)\n",
            "Epoch: [50][90/663]\tTime 2.013 (0.817)\tData 1.711 (0.532)\tLoss 1.8137 (1.7966)\tPrec@1 28.906 (26.004)\tPrec@5 88.672 (90.651)\n",
            "Epoch: [50][100/663]\tTime 0.283 (0.806)\tData 0.000 (0.522)\tLoss 1.8299 (1.7942)\tPrec@1 27.344 (26.145)\tPrec@5 89.844 (90.722)\n",
            "Epoch: [50][110/663]\tTime 1.619 (0.809)\tData 1.345 (0.526)\tLoss 1.8418 (1.7954)\tPrec@1 26.953 (26.158)\tPrec@5 90.234 (90.776)\n",
            "Epoch: [50][120/663]\tTime 1.022 (0.801)\tData 0.751 (0.518)\tLoss 1.8408 (1.7968)\tPrec@1 18.750 (25.962)\tPrec@5 92.969 (90.809)\n",
            "Epoch: [50][130/663]\tTime 1.002 (0.801)\tData 0.717 (0.518)\tLoss 1.7212 (1.7963)\tPrec@1 27.734 (25.999)\tPrec@5 94.141 (90.867)\n",
            "Epoch: [50][140/663]\tTime 2.173 (0.798)\tData 1.857 (0.516)\tLoss 1.8274 (1.7965)\tPrec@1 28.906 (25.975)\tPrec@5 89.062 (90.852)\n",
            "Epoch: [50][150/663]\tTime 0.266 (0.793)\tData 0.001 (0.511)\tLoss 1.7750 (1.7966)\tPrec@1 26.172 (25.880)\tPrec@5 91.406 (90.881)\n",
            "Epoch: [50][160/663]\tTime 1.721 (0.796)\tData 1.449 (0.514)\tLoss 1.7266 (1.7941)\tPrec@1 27.344 (25.912)\tPrec@5 92.578 (90.948)\n",
            "Epoch: [50][170/663]\tTime 1.335 (0.790)\tData 1.065 (0.507)\tLoss 1.8023 (1.7960)\tPrec@1 25.391 (25.834)\tPrec@5 92.969 (90.844)\n",
            "Epoch: [50][180/663]\tTime 0.271 (0.787)\tData 0.000 (0.505)\tLoss 1.7693 (1.7957)\tPrec@1 25.391 (25.831)\tPrec@5 89.844 (90.869)\n",
            "Epoch: [50][190/663]\tTime 1.862 (0.791)\tData 1.591 (0.509)\tLoss 1.7846 (1.7962)\tPrec@1 25.391 (25.804)\tPrec@5 91.016 (90.868)\n",
            "Epoch: [50][200/663]\tTime 1.049 (0.785)\tData 0.784 (0.503)\tLoss 1.8380 (1.7949)\tPrec@1 25.000 (25.764)\tPrec@5 89.062 (90.897)\n",
            "Epoch: [50][210/663]\tTime 0.258 (0.785)\tData 0.000 (0.503)\tLoss 1.7466 (1.7936)\tPrec@1 23.828 (25.761)\tPrec@5 92.188 (90.927)\n",
            "Epoch: [50][220/663]\tTime 3.193 (0.789)\tData 2.833 (0.507)\tLoss 1.7612 (1.7935)\tPrec@1 30.469 (25.802)\tPrec@5 91.016 (90.920)\n",
            "Epoch: [50][230/663]\tTime 0.261 (0.780)\tData 0.000 (0.497)\tLoss 1.7518 (1.7921)\tPrec@1 28.906 (25.851)\tPrec@5 92.969 (90.970)\n",
            "Epoch: [50][240/663]\tTime 0.273 (0.783)\tData 0.001 (0.500)\tLoss 1.7729 (1.7919)\tPrec@1 26.562 (25.827)\tPrec@5 90.234 (90.965)\n",
            "Epoch: [50][250/663]\tTime 3.093 (0.787)\tData 2.670 (0.503)\tLoss 1.9264 (1.7915)\tPrec@1 23.047 (25.856)\tPrec@5 88.281 (90.961)\n",
            "Epoch: [50][260/663]\tTime 0.283 (0.778)\tData 0.000 (0.495)\tLoss 1.8190 (1.7915)\tPrec@1 22.266 (25.823)\tPrec@5 91.797 (90.974)\n",
            "Epoch: [50][270/663]\tTime 0.281 (0.782)\tData 0.004 (0.498)\tLoss 1.8659 (1.7921)\tPrec@1 28.906 (25.816)\tPrec@5 88.672 (90.980)\n",
            "Epoch: [50][280/663]\tTime 3.034 (0.784)\tData 2.710 (0.500)\tLoss 1.8370 (1.7932)\tPrec@1 27.344 (25.785)\tPrec@5 88.672 (90.966)\n",
            "Epoch: [50][290/663]\tTime 0.339 (0.777)\tData 0.000 (0.493)\tLoss 1.7554 (1.7925)\tPrec@1 25.000 (25.765)\tPrec@5 92.578 (90.989)\n",
            "Epoch: [50][300/663]\tTime 0.329 (0.779)\tData 0.000 (0.494)\tLoss 1.7369 (1.7916)\tPrec@1 25.391 (25.836)\tPrec@5 92.578 (91.013)\n",
            "Epoch: [50][310/663]\tTime 3.081 (0.782)\tData 2.762 (0.496)\tLoss 1.8205 (1.7914)\tPrec@1 23.047 (25.828)\tPrec@5 89.844 (91.012)\n",
            "Epoch: [50][320/663]\tTime 0.447 (0.775)\tData 0.000 (0.489)\tLoss 1.7673 (1.7908)\tPrec@1 24.609 (25.809)\tPrec@5 91.406 (91.007)\n",
            "Epoch: [50][330/663]\tTime 0.264 (0.778)\tData 0.000 (0.492)\tLoss 1.9102 (1.7913)\tPrec@1 23.438 (25.771)\tPrec@5 88.281 (90.998)\n",
            "Epoch: [50][340/663]\tTime 3.366 (0.781)\tData 3.031 (0.494)\tLoss 1.7560 (1.7907)\tPrec@1 29.688 (25.781)\tPrec@5 91.797 (91.026)\n",
            "Epoch: [50][350/663]\tTime 0.265 (0.775)\tData 0.000 (0.488)\tLoss 1.8072 (1.7909)\tPrec@1 26.953 (25.786)\tPrec@5 88.281 (91.031)\n",
            "Epoch: [50][360/663]\tTime 0.278 (0.777)\tData 0.002 (0.490)\tLoss 1.7519 (1.7902)\tPrec@1 26.172 (25.807)\tPrec@5 92.578 (91.039)\n",
            "Epoch: [50][370/663]\tTime 3.076 (0.779)\tData 2.739 (0.491)\tLoss 1.8091 (1.7902)\tPrec@1 22.656 (25.779)\tPrec@5 92.578 (91.054)\n",
            "Epoch: [50][380/663]\tTime 0.285 (0.774)\tData 0.000 (0.486)\tLoss 1.9473 (1.7898)\tPrec@1 22.656 (25.810)\tPrec@5 88.672 (91.072)\n",
            "Epoch: [50][390/663]\tTime 0.278 (0.776)\tData 0.000 (0.488)\tLoss 1.8046 (1.7899)\tPrec@1 26.562 (25.761)\tPrec@5 91.016 (91.103)\n",
            "Epoch: [50][400/663]\tTime 2.599 (0.777)\tData 2.269 (0.489)\tLoss 1.7785 (1.7899)\tPrec@1 26.953 (25.737)\tPrec@5 92.188 (91.130)\n",
            "Epoch: [50][410/663]\tTime 0.288 (0.772)\tData 0.000 (0.483)\tLoss 1.7668 (1.7902)\tPrec@1 26.172 (25.759)\tPrec@5 93.359 (91.130)\n",
            "Epoch: [50][420/663]\tTime 0.266 (0.774)\tData 0.000 (0.485)\tLoss 1.7540 (1.7904)\tPrec@1 26.953 (25.735)\tPrec@5 93.359 (91.134)\n",
            "Epoch: [50][430/663]\tTime 3.187 (0.776)\tData 2.771 (0.487)\tLoss 1.8318 (1.7899)\tPrec@1 26.562 (25.738)\tPrec@5 89.453 (91.147)\n",
            "Epoch: [50][440/663]\tTime 0.278 (0.771)\tData 0.001 (0.482)\tLoss 1.7293 (1.7903)\tPrec@1 26.562 (25.723)\tPrec@5 93.750 (91.142)\n",
            "Epoch: [50][450/663]\tTime 0.263 (0.774)\tData 0.000 (0.484)\tLoss 1.8010 (1.7903)\tPrec@1 21.875 (25.740)\tPrec@5 90.234 (91.126)\n",
            "Epoch: [50][460/663]\tTime 3.234 (0.775)\tData 2.912 (0.485)\tLoss 1.8463 (1.7906)\tPrec@1 23.047 (25.706)\tPrec@5 92.188 (91.132)\n",
            "Epoch: [50][470/663]\tTime 0.286 (0.771)\tData 0.000 (0.481)\tLoss 1.8320 (1.7907)\tPrec@1 29.297 (25.730)\tPrec@5 89.453 (91.134)\n",
            "Epoch: [50][480/663]\tTime 0.286 (0.773)\tData 0.003 (0.483)\tLoss 1.8331 (1.7907)\tPrec@1 21.094 (25.731)\tPrec@5 90.625 (91.116)\n",
            "Epoch: [50][490/663]\tTime 3.020 (0.774)\tData 2.703 (0.483)\tLoss 1.8155 (1.7905)\tPrec@1 22.266 (25.721)\tPrec@5 91.406 (91.132)\n",
            "Epoch: [50][500/663]\tTime 0.288 (0.770)\tData 0.002 (0.479)\tLoss 1.7137 (1.7906)\tPrec@1 27.734 (25.713)\tPrec@5 94.141 (91.149)\n",
            "Epoch: [50][510/663]\tTime 0.260 (0.772)\tData 0.000 (0.481)\tLoss 1.8180 (1.7910)\tPrec@1 26.953 (25.707)\tPrec@5 91.797 (91.150)\n",
            "Epoch: [50][520/663]\tTime 3.141 (0.773)\tData 2.827 (0.482)\tLoss 1.7470 (1.7912)\tPrec@1 25.391 (25.728)\tPrec@5 92.578 (91.136)\n",
            "Epoch: [50][530/663]\tTime 0.285 (0.769)\tData 0.000 (0.478)\tLoss 1.8065 (1.7912)\tPrec@1 30.078 (25.732)\tPrec@5 87.891 (91.122)\n",
            "Epoch: [50][540/663]\tTime 0.374 (0.771)\tData 0.000 (0.479)\tLoss 1.8403 (1.7913)\tPrec@1 26.172 (25.716)\tPrec@5 87.500 (91.121)\n",
            "Epoch: [50][550/663]\tTime 3.037 (0.772)\tData 2.713 (0.480)\tLoss 1.7550 (1.7912)\tPrec@1 25.391 (25.710)\tPrec@5 89.844 (91.118)\n",
            "Epoch: [50][560/663]\tTime 0.305 (0.769)\tData 0.001 (0.477)\tLoss 1.7334 (1.7907)\tPrec@1 24.609 (25.726)\tPrec@5 92.969 (91.122)\n",
            "Epoch: [50][570/663]\tTime 0.255 (0.770)\tData 0.000 (0.479)\tLoss 1.8463 (1.7905)\tPrec@1 21.484 (25.735)\tPrec@5 92.578 (91.122)\n",
            "Epoch: [50][580/663]\tTime 3.165 (0.771)\tData 2.832 (0.479)\tLoss 1.7758 (1.7907)\tPrec@1 23.438 (25.727)\tPrec@5 90.625 (91.103)\n",
            "Epoch: [50][590/663]\tTime 0.337 (0.768)\tData 0.000 (0.476)\tLoss 1.8704 (1.7914)\tPrec@1 28.125 (25.713)\tPrec@5 87.109 (91.081)\n",
            "Epoch: [50][600/663]\tTime 0.285 (0.769)\tData 0.000 (0.477)\tLoss 1.8325 (1.7912)\tPrec@1 20.703 (25.710)\tPrec@5 91.016 (91.096)\n",
            "Epoch: [50][610/663]\tTime 2.926 (0.770)\tData 2.594 (0.478)\tLoss 1.7479 (1.7907)\tPrec@1 23.438 (25.718)\tPrec@5 92.969 (91.097)\n",
            "Epoch: [50][620/663]\tTime 0.274 (0.767)\tData 0.000 (0.475)\tLoss 1.7742 (1.7904)\tPrec@1 25.391 (25.728)\tPrec@5 91.797 (91.104)\n",
            "Epoch: [50][630/663]\tTime 0.323 (0.769)\tData 0.000 (0.477)\tLoss 1.8101 (1.7904)\tPrec@1 30.078 (25.731)\tPrec@5 88.281 (91.097)\n",
            "Epoch: [50][640/663]\tTime 3.407 (0.770)\tData 3.064 (0.478)\tLoss 1.7988 (1.7900)\tPrec@1 25.781 (25.736)\tPrec@5 91.016 (91.097)\n",
            "Epoch: [50][650/663]\tTime 0.292 (0.767)\tData 0.013 (0.475)\tLoss 1.7970 (1.7904)\tPrec@1 28.906 (25.724)\tPrec@5 89.844 (91.084)\n",
            "Epoch: [50][660/663]\tTime 0.268 (0.763)\tData 0.000 (0.472)\tLoss 1.8304 (1.7904)\tPrec@1 26.562 (25.726)\tPrec@5 90.234 (91.095)\n",
            "Test: [0/166]\tTime 4.105 (4.105)\tLoss 2.5858 (2.5858)\tPrec@1 14.062 (14.062)\tPrec@5 76.562 (76.562)\n",
            "Test: [10/166]\tTime 0.340 (0.891)\tLoss 14.6903 (4.7290)\tPrec@1 0.000 (12.962)\tPrec@5 0.000 (63.814)\n",
            "Test: [20/166]\tTime 0.330 (0.835)\tLoss 14.3591 (9.3352)\tPrec@1 0.000 (6.789)\tPrec@5 0.000 (33.426)\n",
            "Test: [30/166]\tTime 2.761 (0.814)\tLoss 4.4435 (10.6332)\tPrec@1 0.391 (4.612)\tPrec@5 75.391 (25.076)\n",
            "Test: [40/166]\tTime 0.326 (0.749)\tLoss 2.6322 (8.6698)\tPrec@1 0.391 (3.763)\tPrec@5 89.062 (40.549)\n",
            "Test: [50/166]\tTime 0.328 (0.761)\tLoss 2.7662 (7.4884)\tPrec@1 0.391 (3.102)\tPrec@5 87.500 (49.809)\n",
            "Test: [60/166]\tTime 1.776 (0.747)\tLoss 2.6941 (6.6995)\tPrec@1 1.172 (2.683)\tPrec@5 91.016 (56.128)\n",
            "Test: [70/166]\tTime 0.323 (0.730)\tLoss 1.3235 (6.0194)\tPrec@1 50.391 (6.586)\tPrec@5 99.219 (61.636)\n",
            "Test: [80/166]\tTime 0.334 (0.739)\tLoss 1.2847 (5.4394)\tPrec@1 51.562 (11.531)\tPrec@5 98.828 (66.324)\n",
            "Test: [90/166]\tTime 2.660 (0.745)\tLoss 1.2834 (4.9870)\tPrec@1 44.922 (15.204)\tPrec@5 99.609 (69.991)\n",
            "Test: [100/166]\tTime 0.304 (0.723)\tLoss 1.3133 (4.6246)\tPrec@1 47.266 (18.375)\tPrec@5 99.219 (72.923)\n",
            "Test: [110/166]\tTime 0.326 (0.726)\tLoss 1.4184 (4.3308)\tPrec@1 18.750 (19.626)\tPrec@5 99.609 (75.320)\n",
            "Test: [120/166]\tTime 1.885 (0.724)\tLoss 1.2360 (4.0795)\tPrec@1 35.547 (20.490)\tPrec@5 100.000 (77.347)\n",
            "Test: [130/166]\tTime 0.313 (0.714)\tLoss 1.2715 (3.8689)\tPrec@1 32.812 (21.118)\tPrec@5 100.000 (79.058)\n",
            "Test: [140/166]\tTime 0.318 (0.719)\tLoss 1.4142 (3.6940)\tPrec@1 40.234 (22.050)\tPrec@5 100.000 (80.544)\n",
            "Test: [150/166]\tTime 1.740 (0.716)\tLoss 1.4370 (3.5450)\tPrec@1 36.328 (23.287)\tPrec@5 100.000 (81.832)\n",
            "Test: [160/166]\tTime 0.299 (0.709)\tLoss 2.5290 (3.4600)\tPrec@1 0.781 (22.700)\tPrec@5 80.859 (82.235)\n",
            " * Prec@1 22.169 Prec@5 81.565\n",
            "Epoch: [51][0/663]\tTime 5.320 (5.320)\tData 5.006 (5.006)\tLoss 1.7701 (1.7701)\tPrec@1 24.609 (24.609)\tPrec@5 92.969 (92.969)\n",
            "Epoch: [51][10/663]\tTime 0.280 (1.062)\tData 0.000 (0.777)\tLoss 1.8298 (1.7764)\tPrec@1 24.219 (24.787)\tPrec@5 93.359 (91.797)\n",
            "Epoch: [51][20/663]\tTime 0.266 (0.986)\tData 0.000 (0.702)\tLoss 1.8420 (1.7945)\tPrec@1 23.828 (24.051)\tPrec@5 90.234 (91.146)\n",
            "Epoch: [51][30/663]\tTime 2.587 (0.927)\tData 2.269 (0.643)\tLoss 1.7538 (1.7982)\tPrec@1 27.344 (24.181)\tPrec@5 92.188 (91.041)\n",
            "Epoch: [51][40/663]\tTime 0.273 (0.852)\tData 0.000 (0.569)\tLoss 1.8668 (1.8013)\tPrec@1 23.438 (24.609)\tPrec@5 90.234 (90.911)\n",
            "Epoch: [51][50/663]\tTime 0.279 (0.859)\tData 0.000 (0.575)\tLoss 1.7919 (1.8010)\tPrec@1 28.906 (24.801)\tPrec@5 92.188 (90.939)\n",
            "Epoch: [51][60/663]\tTime 3.120 (0.863)\tData 2.821 (0.580)\tLoss 1.8299 (1.8042)\tPrec@1 21.484 (24.987)\tPrec@5 89.453 (90.772)\n",
            "Epoch: [51][70/663]\tTime 0.270 (0.821)\tData 0.001 (0.539)\tLoss 1.8221 (1.8031)\tPrec@1 21.094 (25.039)\tPrec@5 91.406 (90.790)\n",
            "Epoch: [51][80/663]\tTime 0.275 (0.834)\tData 0.000 (0.552)\tLoss 1.7820 (1.7997)\tPrec@1 21.484 (25.130)\tPrec@5 93.359 (90.900)\n",
            "Epoch: [51][90/663]\tTime 3.564 (0.843)\tData 3.228 (0.560)\tLoss 1.8039 (1.7971)\tPrec@1 26.172 (25.275)\tPrec@5 88.672 (90.938)\n",
            "Epoch: [51][100/663]\tTime 0.283 (0.819)\tData 0.000 (0.536)\tLoss 1.7958 (1.7958)\tPrec@1 25.391 (25.360)\tPrec@5 91.406 (90.965)\n",
            "Epoch: [51][110/663]\tTime 0.264 (0.826)\tData 0.000 (0.541)\tLoss 1.8184 (1.7976)\tPrec@1 23.438 (25.197)\tPrec@5 92.188 (90.935)\n",
            "Epoch: [51][120/663]\tTime 3.622 (0.833)\tData 3.286 (0.548)\tLoss 1.7840 (1.7956)\tPrec@1 25.000 (25.300)\tPrec@5 94.141 (90.993)\n",
            "Epoch: [51][130/663]\tTime 0.261 (0.814)\tData 0.000 (0.529)\tLoss 1.9053 (1.7975)\tPrec@1 23.047 (25.259)\tPrec@5 88.672 (90.884)\n",
            "Epoch: [51][140/663]\tTime 0.264 (0.818)\tData 0.000 (0.533)\tLoss 1.7328 (1.7961)\tPrec@1 27.734 (25.266)\tPrec@5 92.188 (90.921)\n",
            "Epoch: [51][150/663]\tTime 3.174 (0.824)\tData 2.864 (0.538)\tLoss 1.8191 (1.7955)\tPrec@1 25.781 (25.334)\tPrec@5 89.453 (90.891)\n",
            "Epoch: [51][160/663]\tTime 0.268 (0.811)\tData 0.000 (0.524)\tLoss 1.8112 (1.7955)\tPrec@1 23.828 (25.357)\tPrec@5 91.016 (90.894)\n",
            "Epoch: [51][170/663]\tTime 0.303 (0.813)\tData 0.000 (0.525)\tLoss 1.7477 (1.7932)\tPrec@1 27.344 (25.516)\tPrec@5 90.625 (90.963)\n",
            "Epoch: [51][180/663]\tTime 2.569 (0.815)\tData 2.254 (0.526)\tLoss 1.7425 (1.7935)\tPrec@1 24.609 (25.527)\tPrec@5 91.797 (90.970)\n",
            "Epoch: [51][190/663]\tTime 0.261 (0.805)\tData 0.000 (0.516)\tLoss 1.7625 (1.7929)\tPrec@1 30.078 (25.550)\tPrec@5 92.578 (90.969)\n",
            "Epoch: [51][200/663]\tTime 0.273 (0.809)\tData 0.000 (0.519)\tLoss 1.7557 (1.7935)\tPrec@1 28.906 (25.542)\tPrec@5 90.234 (90.969)\n",
            "Epoch: [51][210/663]\tTime 3.741 (0.812)\tData 3.411 (0.522)\tLoss 1.8715 (1.7938)\tPrec@1 19.922 (25.524)\tPrec@5 91.406 (90.955)\n",
            "Epoch: [51][220/663]\tTime 0.364 (0.801)\tData 0.000 (0.511)\tLoss 1.7591 (1.7935)\tPrec@1 25.781 (25.541)\tPrec@5 92.188 (90.989)\n",
            "Epoch: [51][230/663]\tTime 0.280 (0.805)\tData 0.000 (0.515)\tLoss 1.7749 (1.7941)\tPrec@1 24.219 (25.558)\tPrec@5 89.844 (90.975)\n",
            "Epoch: [51][240/663]\tTime 3.672 (0.810)\tData 3.269 (0.518)\tLoss 1.8270 (1.7944)\tPrec@1 22.656 (25.553)\tPrec@5 91.406 (90.969)\n",
            "Epoch: [51][250/663]\tTime 0.256 (0.800)\tData 0.000 (0.508)\tLoss 1.7150 (1.7935)\tPrec@1 29.297 (25.609)\tPrec@5 93.750 (90.988)\n",
            "Epoch: [51][260/663]\tTime 0.268 (0.802)\tData 0.001 (0.511)\tLoss 1.8216 (1.7937)\tPrec@1 26.172 (25.636)\tPrec@5 92.578 (91.002)\n",
            "Epoch: [51][270/663]\tTime 3.564 (0.806)\tData 3.252 (0.515)\tLoss 1.7754 (1.7942)\tPrec@1 25.391 (25.615)\tPrec@5 89.453 (91.014)\n",
            "Epoch: [51][280/663]\tTime 0.278 (0.796)\tData 0.000 (0.506)\tLoss 1.7848 (1.7950)\tPrec@1 27.734 (25.644)\tPrec@5 89.062 (90.979)\n",
            "Epoch: [51][290/663]\tTime 0.273 (0.800)\tData 0.000 (0.510)\tLoss 1.8075 (1.7959)\tPrec@1 22.266 (25.619)\tPrec@5 92.578 (90.987)\n",
            "Epoch: [51][300/663]\tTime 3.329 (0.803)\tData 3.007 (0.512)\tLoss 1.7717 (1.7953)\tPrec@1 25.000 (25.624)\tPrec@5 94.531 (90.995)\n",
            "Epoch: [51][310/663]\tTime 0.277 (0.797)\tData 0.000 (0.505)\tLoss 1.6662 (1.7954)\tPrec@1 28.125 (25.642)\tPrec@5 94.922 (90.968)\n",
            "Epoch: [51][320/663]\tTime 0.263 (0.800)\tData 0.000 (0.508)\tLoss 1.7079 (1.7955)\tPrec@1 34.375 (25.685)\tPrec@5 91.797 (90.984)\n",
            "Epoch: [51][330/663]\tTime 2.418 (0.801)\tData 2.094 (0.510)\tLoss 1.8851 (1.7955)\tPrec@1 19.922 (25.701)\tPrec@5 88.281 (90.999)\n",
            "Epoch: [51][340/663]\tTime 0.280 (0.796)\tData 0.000 (0.505)\tLoss 1.7587 (1.7955)\tPrec@1 28.125 (25.726)\tPrec@5 91.016 (90.988)\n",
            "Epoch: [51][350/663]\tTime 0.291 (0.799)\tData 0.000 (0.508)\tLoss 1.8104 (1.7960)\tPrec@1 25.000 (25.720)\tPrec@5 91.406 (91.006)\n",
            "Epoch: [51][360/663]\tTime 3.511 (0.802)\tData 3.192 (0.510)\tLoss 1.7347 (1.7963)\tPrec@1 25.781 (25.759)\tPrec@5 92.578 (90.990)\n",
            "Epoch: [51][370/663]\tTime 0.387 (0.794)\tData 0.000 (0.502)\tLoss 1.8104 (1.7970)\tPrec@1 25.781 (25.739)\tPrec@5 91.016 (90.975)\n",
            "Epoch: [51][380/663]\tTime 0.270 (0.798)\tData 0.000 (0.507)\tLoss 1.7965 (1.7965)\tPrec@1 25.391 (25.730)\tPrec@5 92.188 (90.987)\n",
            "Epoch: [51][390/663]\tTime 3.797 (0.801)\tData 3.461 (0.509)\tLoss 1.8045 (1.7967)\tPrec@1 28.906 (25.742)\tPrec@5 91.016 (90.973)\n",
            "Epoch: [51][400/663]\tTime 0.261 (0.795)\tData 0.000 (0.503)\tLoss 1.7542 (1.7965)\tPrec@1 27.734 (25.741)\tPrec@5 91.406 (90.955)\n",
            "Epoch: [51][410/663]\tTime 0.287 (0.797)\tData 0.000 (0.505)\tLoss 1.7820 (1.7959)\tPrec@1 28.516 (25.728)\tPrec@5 92.969 (90.977)\n",
            "Epoch: [51][420/663]\tTime 2.961 (0.798)\tData 2.642 (0.506)\tLoss 1.7542 (1.7949)\tPrec@1 26.172 (25.752)\tPrec@5 93.359 (91.015)\n",
            "Epoch: [51][430/663]\tTime 0.285 (0.795)\tData 0.001 (0.503)\tLoss 1.8334 (1.7941)\tPrec@1 32.422 (25.766)\tPrec@5 90.234 (91.017)\n",
            "Epoch: [51][440/663]\tTime 0.289 (0.797)\tData 0.001 (0.505)\tLoss 1.7300 (1.7933)\tPrec@1 27.734 (25.787)\tPrec@5 92.188 (91.023)\n",
            "Epoch: [51][450/663]\tTime 3.039 (0.798)\tData 2.727 (0.506)\tLoss 1.8077 (1.7928)\tPrec@1 27.734 (25.811)\tPrec@5 91.797 (91.021)\n",
            "Epoch: [51][460/663]\tTime 0.278 (0.795)\tData 0.000 (0.502)\tLoss 1.7694 (1.7925)\tPrec@1 22.266 (25.812)\tPrec@5 92.188 (91.037)\n",
            "Epoch: [51][470/663]\tTime 0.272 (0.797)\tData 0.000 (0.504)\tLoss 1.7575 (1.7921)\tPrec@1 28.906 (25.838)\tPrec@5 90.234 (91.039)\n",
            "Epoch: [51][480/663]\tTime 3.263 (0.799)\tData 2.945 (0.506)\tLoss 1.8238 (1.7927)\tPrec@1 23.828 (25.834)\tPrec@5 88.281 (91.016)\n",
            "Epoch: [51][490/663]\tTime 0.306 (0.794)\tData 0.000 (0.502)\tLoss 1.8121 (1.7928)\tPrec@1 25.391 (25.823)\tPrec@5 92.578 (91.026)\n",
            "Epoch: [51][500/663]\tTime 0.360 (0.796)\tData 0.000 (0.503)\tLoss 1.8560 (1.7932)\tPrec@1 22.656 (25.817)\tPrec@5 90.625 (91.016)\n",
            "Epoch: [51][510/663]\tTime 3.291 (0.798)\tData 2.983 (0.506)\tLoss 1.7807 (1.7926)\tPrec@1 28.516 (25.826)\tPrec@5 91.406 (91.024)\n",
            "Epoch: [51][520/663]\tTime 0.278 (0.794)\tData 0.000 (0.502)\tLoss 1.7342 (1.7923)\tPrec@1 24.609 (25.833)\tPrec@5 91.797 (91.041)\n",
            "Epoch: [51][530/663]\tTime 0.278 (0.796)\tData 0.002 (0.503)\tLoss 1.7265 (1.7918)\tPrec@1 28.125 (25.833)\tPrec@5 92.578 (91.052)\n",
            "Epoch: [51][540/663]\tTime 2.770 (0.797)\tData 2.455 (0.504)\tLoss 1.8502 (1.7918)\tPrec@1 23.828 (25.825)\tPrec@5 92.188 (91.069)\n",
            "Epoch: [51][550/663]\tTime 0.272 (0.794)\tData 0.000 (0.502)\tLoss 1.7765 (1.7920)\tPrec@1 26.172 (25.812)\tPrec@5 92.578 (91.072)\n",
            "Epoch: [51][560/663]\tTime 0.286 (0.796)\tData 0.005 (0.503)\tLoss 1.8297 (1.7923)\tPrec@1 27.734 (25.834)\tPrec@5 90.234 (91.059)\n",
            "Epoch: [51][570/663]\tTime 3.604 (0.797)\tData 3.296 (0.504)\tLoss 1.7324 (1.7920)\tPrec@1 19.531 (25.836)\tPrec@5 93.750 (91.066)\n",
            "Epoch: [51][580/663]\tTime 0.281 (0.794)\tData 0.000 (0.501)\tLoss 1.8059 (1.7921)\tPrec@1 27.344 (25.830)\tPrec@5 89.062 (91.066)\n",
            "Epoch: [51][590/663]\tTime 0.262 (0.796)\tData 0.000 (0.502)\tLoss 1.7850 (1.7919)\tPrec@1 26.953 (25.823)\tPrec@5 89.062 (91.067)\n",
            "Epoch: [51][600/663]\tTime 3.678 (0.797)\tData 3.339 (0.504)\tLoss 1.7638 (1.7917)\tPrec@1 26.562 (25.825)\tPrec@5 90.625 (91.068)\n",
            "Epoch: [51][610/663]\tTime 0.262 (0.794)\tData 0.000 (0.501)\tLoss 1.8093 (1.7918)\tPrec@1 22.656 (25.820)\tPrec@5 90.234 (91.067)\n",
            "Epoch: [51][620/663]\tTime 0.277 (0.795)\tData 0.000 (0.502)\tLoss 1.8350 (1.7919)\tPrec@1 24.609 (25.822)\tPrec@5 89.062 (91.070)\n",
            "Epoch: [51][630/663]\tTime 3.866 (0.797)\tData 3.516 (0.504)\tLoss 1.8759 (1.7916)\tPrec@1 26.562 (25.825)\tPrec@5 89.844 (91.086)\n",
            "Epoch: [51][640/663]\tTime 0.267 (0.793)\tData 0.000 (0.500)\tLoss 1.7833 (1.7916)\tPrec@1 30.078 (25.826)\tPrec@5 91.016 (91.092)\n",
            "Epoch: [51][650/663]\tTime 0.292 (0.795)\tData 0.009 (0.502)\tLoss 1.7748 (1.7924)\tPrec@1 26.953 (25.785)\tPrec@5 91.797 (91.090)\n",
            "Epoch: [51][660/663]\tTime 0.344 (0.789)\tData 0.088 (0.496)\tLoss 1.8748 (1.7938)\tPrec@1 20.703 (25.746)\tPrec@5 90.234 (91.059)\n",
            "Test: [0/166]\tTime 4.112 (4.112)\tLoss 1.9219 (1.9219)\tPrec@1 20.703 (20.703)\tPrec@5 83.594 (83.594)\n",
            "Test: [10/166]\tTime 0.309 (0.913)\tLoss 14.7952 (4.1820)\tPrec@1 0.000 (17.472)\tPrec@5 0.000 (69.957)\n",
            "Test: [20/166]\tTime 0.337 (0.807)\tLoss 14.3644 (9.0833)\tPrec@1 0.000 (9.152)\tPrec@5 0.000 (36.644)\n",
            "Test: [30/166]\tTime 1.382 (0.775)\tLoss 3.5642 (10.4540)\tPrec@1 32.422 (7.245)\tPrec@5 83.203 (27.508)\n",
            "Test: [40/166]\tTime 0.330 (0.740)\tLoss 1.6976 (8.3153)\tPrec@1 34.375 (14.853)\tPrec@5 96.484 (44.141)\n",
            "Test: [50/166]\tTime 0.314 (0.745)\tLoss 1.8733 (7.0357)\tPrec@1 34.375 (18.796)\tPrec@5 94.922 (53.975)\n",
            "Test: [60/166]\tTime 1.278 (0.732)\tLoss 1.7456 (6.1736)\tPrec@1 39.453 (21.555)\tPrec@5 96.094 (60.758)\n",
            "Test: [70/166]\tTime 0.346 (0.721)\tLoss 2.5711 (5.6176)\tPrec@1 0.000 (20.500)\tPrec@5 86.719 (65.179)\n",
            "Test: [80/166]\tTime 0.308 (0.725)\tLoss 2.4294 (5.2315)\tPrec@1 0.000 (17.969)\tPrec@5 92.188 (68.562)\n",
            "Test: [90/166]\tTime 0.728 (0.715)\tLoss 2.3409 (4.9225)\tPrec@1 0.000 (15.994)\tPrec@5 94.141 (71.278)\n",
            "Test: [100/166]\tTime 0.319 (0.710)\tLoss 2.4010 (4.6775)\tPrec@1 0.000 (14.411)\tPrec@5 93.750 (73.318)\n",
            "Test: [110/166]\tTime 0.723 (0.718)\tLoss 1.5894 (4.4302)\tPrec@1 18.359 (14.091)\tPrec@5 99.219 (75.412)\n",
            "Test: [120/166]\tTime 1.686 (0.714)\tLoss 1.3279 (4.1801)\tPrec@1 32.422 (15.163)\tPrec@5 100.000 (77.415)\n",
            "Test: [130/166]\tTime 0.333 (0.709)\tLoss 1.3809 (3.9709)\tPrec@1 30.859 (15.995)\tPrec@5 99.609 (79.106)\n",
            "Test: [140/166]\tTime 0.815 (0.711)\tLoss 1.2669 (3.7890)\tPrec@1 61.328 (17.611)\tPrec@5 100.000 (80.588)\n",
            "Test: [150/166]\tTime 1.240 (0.707)\tLoss 1.3041 (3.6250)\tPrec@1 55.469 (20.258)\tPrec@5 100.000 (81.873)\n",
            "Test: [160/166]\tTime 0.307 (0.702)\tLoss 2.2583 (3.5209)\tPrec@1 13.672 (20.596)\tPrec@5 77.344 (82.179)\n",
            " * Prec@1 20.165 Prec@5 81.297\n",
            "Epoch: [52][0/663]\tTime 5.608 (5.608)\tData 5.289 (5.289)\tLoss 1.7545 (1.7545)\tPrec@1 25.391 (25.391)\tPrec@5 92.188 (92.188)\n",
            "Epoch: [52][10/663]\tTime 0.274 (1.097)\tData 0.001 (0.818)\tLoss 1.8374 (1.8019)\tPrec@1 26.172 (26.172)\tPrec@5 88.672 (90.270)\n",
            "Epoch: [52][20/663]\tTime 0.283 (1.012)\tData 0.000 (0.733)\tLoss 1.6908 (1.7995)\tPrec@1 28.906 (25.949)\tPrec@5 93.359 (90.476)\n",
            "Epoch: [52][30/663]\tTime 3.595 (0.990)\tData 3.277 (0.711)\tLoss 1.7600 (1.7994)\tPrec@1 24.609 (25.655)\tPrec@5 92.578 (90.600)\n",
            "Epoch: [52][40/663]\tTime 0.283 (0.895)\tData 0.000 (0.615)\tLoss 1.7876 (1.7911)\tPrec@1 26.172 (26.000)\tPrec@5 91.406 (90.758)\n",
            "Epoch: [52][50/663]\tTime 0.272 (0.900)\tData 0.000 (0.619)\tLoss 1.7512 (1.7942)\tPrec@1 28.906 (26.134)\tPrec@5 92.969 (90.755)\n",
            "Epoch: [52][60/663]\tTime 2.925 (0.889)\tData 2.586 (0.606)\tLoss 1.7803 (1.7911)\tPrec@1 24.609 (26.165)\tPrec@5 90.234 (90.856)\n",
            "Epoch: [52][70/663]\tTime 0.268 (0.844)\tData 0.000 (0.559)\tLoss 1.9010 (1.7942)\tPrec@1 26.172 (26.056)\tPrec@5 89.062 (90.746)\n",
            "Epoch: [52][80/663]\tTime 0.255 (0.841)\tData 0.000 (0.554)\tLoss 1.7528 (1.8000)\tPrec@1 30.078 (25.878)\tPrec@5 89.062 (90.654)\n",
            "Epoch: [52][90/663]\tTime 2.904 (0.836)\tData 2.592 (0.550)\tLoss 1.8933 (1.8041)\tPrec@1 23.438 (25.652)\tPrec@5 91.016 (90.668)\n",
            "Epoch: [52][100/663]\tTime 0.267 (0.809)\tData 0.000 (0.523)\tLoss 1.7657 (1.8079)\tPrec@1 25.781 (25.588)\tPrec@5 91.406 (90.625)\n",
            "Epoch: [52][110/663]\tTime 0.267 (0.810)\tData 0.005 (0.524)\tLoss 1.8816 (1.8090)\tPrec@1 20.703 (25.510)\tPrec@5 87.891 (90.534)\n",
            "Epoch: [52][120/663]\tTime 2.664 (0.812)\tData 2.358 (0.527)\tLoss 1.7870 (1.8059)\tPrec@1 25.000 (25.497)\tPrec@5 91.797 (90.586)\n",
            "Epoch: [52][130/663]\tTime 0.367 (0.807)\tData 0.000 (0.522)\tLoss 1.8020 (1.8061)\tPrec@1 25.000 (25.432)\tPrec@5 89.453 (90.544)\n",
            "Epoch: [52][140/663]\tTime 3.639 (0.816)\tData 3.276 (0.531)\tLoss 1.7436 (1.8038)\tPrec@1 25.391 (25.507)\tPrec@5 92.969 (90.589)\n",
            "Epoch: [52][150/663]\tTime 0.349 (0.802)\tData 0.000 (0.516)\tLoss 1.7778 (1.8009)\tPrec@1 20.703 (25.572)\tPrec@5 89.453 (90.630)\n",
            "Epoch: [52][160/663]\tTime 0.266 (0.809)\tData 0.000 (0.524)\tLoss 1.7641 (1.7996)\tPrec@1 26.172 (25.650)\tPrec@5 91.797 (90.649)\n",
            "Epoch: [52][170/663]\tTime 3.437 (0.813)\tData 3.124 (0.527)\tLoss 1.7109 (1.7992)\tPrec@1 31.641 (25.667)\tPrec@5 93.359 (90.689)\n",
            "Epoch: [52][180/663]\tTime 0.277 (0.802)\tData 0.000 (0.517)\tLoss 1.8106 (1.8006)\tPrec@1 23.828 (25.613)\tPrec@5 93.750 (90.668)\n",
            "Epoch: [52][190/663]\tTime 0.297 (0.806)\tData 0.000 (0.519)\tLoss 1.7740 (1.8021)\tPrec@1 29.688 (25.587)\tPrec@5 88.672 (90.613)\n",
            "Epoch: [52][200/663]\tTime 3.590 (0.810)\tData 3.270 (0.523)\tLoss 1.8472 (1.8035)\tPrec@1 22.656 (25.591)\tPrec@5 91.016 (90.584)\n",
            "Epoch: [52][210/663]\tTime 0.300 (0.797)\tData 0.000 (0.511)\tLoss 1.7325 (1.8022)\tPrec@1 27.734 (25.559)\tPrec@5 91.406 (90.658)\n",
            "Epoch: [52][220/663]\tTime 0.261 (0.799)\tData 0.000 (0.513)\tLoss 1.7734 (1.8026)\tPrec@1 29.297 (25.509)\tPrec@5 89.453 (90.669)\n",
            "Epoch: [52][230/663]\tTime 3.646 (0.806)\tData 3.295 (0.519)\tLoss 1.8020 (1.8010)\tPrec@1 26.562 (25.531)\tPrec@5 89.062 (90.708)\n",
            "Epoch: [52][240/663]\tTime 0.263 (0.794)\tData 0.000 (0.508)\tLoss 1.6949 (1.7998)\tPrec@1 31.250 (25.491)\tPrec@5 94.141 (90.747)\n",
            "Epoch: [52][250/663]\tTime 0.266 (0.797)\tData 0.000 (0.510)\tLoss 1.7924 (1.7995)\tPrec@1 28.516 (25.549)\tPrec@5 92.188 (90.784)\n",
            "Epoch: [52][260/663]\tTime 3.256 (0.801)\tData 2.957 (0.514)\tLoss 1.7617 (1.7992)\tPrec@1 28.516 (25.540)\tPrec@5 93.750 (90.811)\n",
            "Epoch: [52][270/663]\tTime 0.269 (0.794)\tData 0.000 (0.507)\tLoss 1.7840 (1.7982)\tPrec@1 30.078 (25.585)\tPrec@5 91.016 (90.830)\n",
            "Epoch: [52][280/663]\tTime 0.314 (0.796)\tData 0.000 (0.508)\tLoss 1.7816 (1.7973)\tPrec@1 23.828 (25.612)\tPrec@5 92.188 (90.860)\n",
            "Epoch: [52][290/663]\tTime 2.957 (0.798)\tData 2.585 (0.509)\tLoss 1.8362 (1.7969)\tPrec@1 23.828 (25.659)\tPrec@5 88.672 (90.859)\n",
            "Epoch: [52][300/663]\tTime 0.278 (0.792)\tData 0.000 (0.503)\tLoss 1.8072 (1.7963)\tPrec@1 23.047 (25.681)\tPrec@5 89.062 (90.850)\n",
            "Epoch: [52][310/663]\tTime 0.269 (0.794)\tData 0.000 (0.506)\tLoss 1.7191 (1.7961)\tPrec@1 25.781 (25.696)\tPrec@5 91.016 (90.859)\n",
            "Epoch: [52][320/663]\tTime 2.959 (0.796)\tData 2.625 (0.507)\tLoss 1.7332 (1.7958)\tPrec@1 25.781 (25.697)\tPrec@5 90.625 (90.861)\n",
            "Epoch: [52][330/663]\tTime 0.285 (0.790)\tData 0.000 (0.501)\tLoss 1.7712 (1.7955)\tPrec@1 28.516 (25.686)\tPrec@5 91.406 (90.860)\n",
            "Epoch: [52][340/663]\tTime 0.261 (0.793)\tData 0.000 (0.504)\tLoss 1.8337 (1.7957)\tPrec@1 25.391 (25.658)\tPrec@5 87.891 (90.854)\n",
            "Epoch: [52][350/663]\tTime 3.464 (0.794)\tData 3.081 (0.504)\tLoss 1.7319 (1.7951)\tPrec@1 24.609 (25.639)\tPrec@5 92.969 (90.890)\n",
            "Epoch: [52][360/663]\tTime 0.264 (0.789)\tData 0.000 (0.500)\tLoss 1.6967 (1.7947)\tPrec@1 27.344 (25.644)\tPrec@5 94.922 (90.903)\n",
            "Epoch: [52][370/663]\tTime 0.261 (0.791)\tData 0.000 (0.502)\tLoss 1.7485 (1.7941)\tPrec@1 30.469 (25.657)\tPrec@5 92.969 (90.931)\n",
            "Epoch: [52][380/663]\tTime 3.817 (0.794)\tData 3.485 (0.504)\tLoss 1.8324 (1.7940)\tPrec@1 29.688 (25.684)\tPrec@5 89.844 (90.937)\n",
            "Epoch: [52][390/663]\tTime 0.277 (0.787)\tData 0.000 (0.497)\tLoss 1.7588 (1.7941)\tPrec@1 25.391 (25.683)\tPrec@5 90.234 (90.944)\n",
            "Epoch: [52][400/663]\tTime 0.282 (0.789)\tData 0.000 (0.499)\tLoss 1.8045 (1.7937)\tPrec@1 25.781 (25.692)\tPrec@5 89.453 (90.963)\n",
            "Epoch: [52][410/663]\tTime 3.217 (0.791)\tData 2.900 (0.501)\tLoss 1.8574 (1.7940)\tPrec@1 30.078 (25.718)\tPrec@5 90.234 (90.944)\n",
            "Epoch: [52][420/663]\tTime 0.275 (0.786)\tData 0.000 (0.496)\tLoss 1.8000 (1.7939)\tPrec@1 26.953 (25.729)\tPrec@5 90.234 (90.951)\n",
            "Epoch: [52][430/663]\tTime 0.276 (0.788)\tData 0.000 (0.498)\tLoss 1.7822 (1.7940)\tPrec@1 25.781 (25.706)\tPrec@5 89.453 (90.939)\n",
            "Epoch: [52][440/663]\tTime 3.401 (0.790)\tData 3.054 (0.500)\tLoss 1.8805 (1.7946)\tPrec@1 23.438 (25.705)\tPrec@5 90.625 (90.940)\n",
            "Epoch: [52][450/663]\tTime 0.303 (0.784)\tData 0.000 (0.494)\tLoss 1.7963 (1.7955)\tPrec@1 23.047 (25.691)\tPrec@5 90.625 (90.926)\n",
            "Epoch: [52][460/663]\tTime 0.269 (0.787)\tData 0.000 (0.497)\tLoss 1.8019 (1.7953)\tPrec@1 30.078 (25.713)\tPrec@5 91.406 (90.939)\n",
            "Epoch: [52][470/663]\tTime 2.664 (0.789)\tData 2.227 (0.499)\tLoss 1.8718 (1.7952)\tPrec@1 22.656 (25.720)\tPrec@5 91.797 (90.948)\n",
            "Epoch: [52][480/663]\tTime 0.267 (0.785)\tData 0.000 (0.495)\tLoss 1.7470 (1.7950)\tPrec@1 25.391 (25.733)\tPrec@5 94.141 (90.961)\n",
            "Epoch: [52][490/663]\tTime 0.266 (0.786)\tData 0.005 (0.496)\tLoss 1.8462 (1.7950)\tPrec@1 23.828 (25.715)\tPrec@5 91.797 (90.987)\n",
            "Epoch: [52][500/663]\tTime 3.352 (0.788)\tData 3.021 (0.498)\tLoss 1.8428 (1.7954)\tPrec@1 26.172 (25.707)\tPrec@5 85.938 (90.976)\n",
            "Epoch: [52][510/663]\tTime 0.273 (0.783)\tData 0.000 (0.493)\tLoss 1.8224 (1.7950)\tPrec@1 25.781 (25.715)\tPrec@5 92.578 (90.983)\n",
            "Epoch: [52][520/663]\tTime 0.265 (0.784)\tData 0.000 (0.494)\tLoss 1.8835 (1.7950)\tPrec@1 18.750 (25.696)\tPrec@5 90.625 (90.986)\n",
            "Epoch: [52][530/663]\tTime 2.983 (0.787)\tData 2.658 (0.497)\tLoss 1.8441 (1.7954)\tPrec@1 20.703 (25.663)\tPrec@5 91.016 (90.999)\n",
            "Epoch: [52][540/663]\tTime 0.278 (0.783)\tData 0.000 (0.493)\tLoss 1.8637 (1.7954)\tPrec@1 23.047 (25.655)\tPrec@5 91.406 (91.003)\n",
            "Epoch: [52][550/663]\tTime 0.266 (0.785)\tData 0.001 (0.494)\tLoss 1.8489 (1.7958)\tPrec@1 19.531 (25.611)\tPrec@5 89.453 (91.002)\n",
            "Epoch: [52][560/663]\tTime 3.552 (0.786)\tData 3.237 (0.496)\tLoss 1.9156 (1.7968)\tPrec@1 21.094 (25.603)\tPrec@5 91.797 (90.994)\n",
            "Epoch: [52][570/663]\tTime 0.268 (0.783)\tData 0.002 (0.492)\tLoss 1.8085 (1.7967)\tPrec@1 25.781 (25.605)\tPrec@5 91.406 (90.997)\n",
            "Epoch: [52][580/663]\tTime 0.280 (0.784)\tData 0.000 (0.493)\tLoss 1.6192 (1.7961)\tPrec@1 32.031 (25.622)\tPrec@5 95.312 (91.009)\n",
            "Epoch: [52][590/663]\tTime 3.590 (0.786)\tData 3.292 (0.495)\tLoss 1.9118 (1.7959)\tPrec@1 16.797 (25.605)\tPrec@5 87.891 (91.014)\n",
            "Epoch: [52][600/663]\tTime 0.278 (0.781)\tData 0.005 (0.490)\tLoss 1.8388 (1.7960)\tPrec@1 26.562 (25.601)\tPrec@5 91.406 (91.010)\n",
            "Epoch: [52][610/663]\tTime 0.258 (0.783)\tData 0.000 (0.492)\tLoss 1.8241 (1.7962)\tPrec@1 21.484 (25.591)\tPrec@5 92.188 (91.017)\n",
            "Epoch: [52][620/663]\tTime 3.041 (0.785)\tData 2.719 (0.494)\tLoss 1.8159 (1.7969)\tPrec@1 28.906 (25.584)\tPrec@5 90.234 (91.019)\n",
            "Epoch: [52][630/663]\tTime 0.263 (0.781)\tData 0.000 (0.491)\tLoss 1.8175 (1.7975)\tPrec@1 28.125 (25.569)\tPrec@5 89.844 (91.008)\n",
            "Epoch: [52][640/663]\tTime 0.277 (0.783)\tData 0.000 (0.492)\tLoss 1.8480 (1.7975)\tPrec@1 25.781 (25.544)\tPrec@5 88.672 (91.006)\n",
            "Epoch: [52][650/663]\tTime 3.677 (0.785)\tData 3.340 (0.494)\tLoss 1.7474 (1.7972)\tPrec@1 25.781 (25.545)\tPrec@5 93.750 (91.014)\n",
            "Epoch: [52][660/663]\tTime 0.260 (0.777)\tData 0.000 (0.486)\tLoss 1.8249 (1.7972)\tPrec@1 27.344 (25.557)\tPrec@5 89.453 (91.009)\n",
            "Test: [0/166]\tTime 5.091 (5.091)\tLoss 2.5127 (2.5127)\tPrec@1 21.875 (21.875)\tPrec@5 68.359 (68.359)\n",
            "Test: [10/166]\tTime 0.300 (0.922)\tLoss 14.3772 (4.5806)\tPrec@1 0.000 (18.395)\tPrec@5 0.000 (56.108)\n",
            "Test: [20/166]\tTime 0.332 (0.849)\tLoss 14.0794 (9.1142)\tPrec@1 0.000 (9.635)\tPrec@5 0.000 (29.390)\n",
            "Test: [30/166]\tTime 2.529 (0.815)\tLoss 4.6071 (10.3997)\tPrec@1 1.953 (6.590)\tPrec@5 58.984 (21.812)\n",
            "Test: [40/166]\tTime 0.321 (0.747)\tLoss 2.8224 (8.5446)\tPrec@1 2.344 (5.688)\tPrec@5 71.484 (33.032)\n",
            "Test: [50/166]\tTime 0.328 (0.750)\tLoss 2.9975 (7.4278)\tPrec@1 1.953 (5.070)\tPrec@5 67.188 (39.821)\n",
            "Test: [60/166]\tTime 2.464 (0.753)\tLoss 2.9007 (6.6835)\tPrec@1 2.734 (4.598)\tPrec@5 75.781 (44.435)\n",
            "Test: [70/166]\tTime 0.341 (0.722)\tLoss 1.9981 (6.0730)\tPrec@1 11.719 (5.485)\tPrec@5 96.484 (50.193)\n",
            "Test: [80/166]\tTime 0.323 (0.727)\tLoss 1.8928 (5.5661)\tPrec@1 16.406 (6.756)\tPrec@5 97.656 (56.144)\n",
            "Test: [90/166]\tTime 2.307 (0.729)\tLoss 1.8445 (5.1658)\tPrec@1 19.531 (7.890)\tPrec@5 98.438 (60.779)\n",
            "Test: [100/166]\tTime 0.345 (0.711)\tLoss 1.9060 (4.8473)\tPrec@1 17.969 (8.783)\tPrec@5 98.438 (64.488)\n",
            "Test: [110/166]\tTime 0.323 (0.714)\tLoss 2.0921 (4.5848)\tPrec@1 2.734 (8.925)\tPrec@5 98.047 (67.578)\n",
            "Test: [120/166]\tTime 2.198 (0.714)\tLoss 1.7429 (4.3587)\tPrec@1 7.031 (8.652)\tPrec@5 100.000 (70.212)\n",
            "Test: [130/166]\tTime 0.317 (0.703)\tLoss 1.7562 (4.1661)\tPrec@1 7.422 (8.415)\tPrec@5 99.609 (72.442)\n",
            "Test: [140/166]\tTime 0.429 (0.706)\tLoss 1.0676 (3.9753)\tPrec@1 77.734 (10.708)\tPrec@5 100.000 (74.377)\n",
            "Test: [150/166]\tTime 2.370 (0.708)\tLoss 1.0846 (3.7857)\tPrec@1 81.250 (15.193)\tPrec@5 100.000 (76.074)\n",
            "Test: [160/166]\tTime 0.331 (0.697)\tLoss 2.0540 (3.6596)\tPrec@1 4.297 (16.023)\tPrec@5 87.891 (77.130)\n",
            " * Prec@1 15.969 Prec@5 77.225\n",
            "Epoch: [53][0/663]\tTime 6.003 (6.003)\tData 5.655 (5.655)\tLoss 1.7388 (1.7388)\tPrec@1 26.562 (26.562)\tPrec@5 91.406 (91.406)\n",
            "Epoch: [53][10/663]\tTime 0.272 (1.068)\tData 0.000 (0.784)\tLoss 1.8181 (1.7742)\tPrec@1 28.516 (26.562)\tPrec@5 89.062 (90.732)\n",
            "Epoch: [53][20/663]\tTime 0.457 (0.952)\tData 0.194 (0.668)\tLoss 1.8573 (1.7922)\tPrec@1 26.172 (26.507)\tPrec@5 91.406 (90.532)\n",
            "Epoch: [53][30/663]\tTime 3.368 (0.916)\tData 3.062 (0.632)\tLoss 1.7900 (1.7966)\tPrec@1 26.172 (26.411)\tPrec@5 87.500 (90.461)\n",
            "Epoch: [53][40/663]\tTime 0.277 (0.832)\tData 0.000 (0.548)\tLoss 1.7445 (1.7938)\tPrec@1 25.000 (26.639)\tPrec@5 93.359 (90.520)\n",
            "Epoch: [53][50/663]\tTime 0.278 (0.835)\tData 0.001 (0.550)\tLoss 1.7587 (1.7907)\tPrec@1 25.391 (26.340)\tPrec@5 92.578 (90.579)\n",
            "Epoch: [53][60/663]\tTime 2.630 (0.831)\tData 2.273 (0.545)\tLoss 1.7282 (1.7941)\tPrec@1 25.391 (26.165)\tPrec@5 94.531 (90.593)\n",
            "Epoch: [53][70/663]\tTime 0.285 (0.809)\tData 0.001 (0.525)\tLoss 1.6711 (1.7910)\tPrec@1 27.734 (26.100)\tPrec@5 94.141 (90.735)\n",
            "Epoch: [53][80/663]\tTime 0.272 (0.813)\tData 0.000 (0.530)\tLoss 1.8339 (1.7920)\tPrec@1 24.219 (26.153)\tPrec@5 90.234 (90.625)\n",
            "Epoch: [53][90/663]\tTime 0.928 (0.793)\tData 0.647 (0.510)\tLoss 1.7681 (1.7932)\tPrec@1 25.000 (25.936)\tPrec@5 91.797 (90.715)\n",
            "Epoch: [53][100/663]\tTime 0.261 (0.790)\tData 0.003 (0.506)\tLoss 1.7563 (1.7923)\tPrec@1 29.297 (25.843)\tPrec@5 91.406 (90.807)\n",
            "Epoch: [53][110/663]\tTime 0.340 (0.794)\tData 0.000 (0.509)\tLoss 1.8179 (1.7931)\tPrec@1 23.047 (25.711)\tPrec@5 88.281 (90.850)\n",
            "Epoch: [53][120/663]\tTime 0.314 (0.779)\tData 0.000 (0.495)\tLoss 1.7732 (1.7906)\tPrec@1 26.562 (25.791)\tPrec@5 92.578 (90.999)\n",
            "Epoch: [53][130/663]\tTime 0.275 (0.784)\tData 0.004 (0.500)\tLoss 1.8086 (1.7915)\tPrec@1 27.344 (25.796)\tPrec@5 91.406 (91.022)\n",
            "Epoch: [53][140/663]\tTime 0.278 (0.782)\tData 0.008 (0.497)\tLoss 1.7501 (1.7924)\tPrec@1 27.734 (25.817)\tPrec@5 92.188 (91.060)\n",
            "Epoch: [53][150/663]\tTime 0.276 (0.776)\tData 0.000 (0.491)\tLoss 1.7602 (1.7917)\tPrec@1 28.516 (25.885)\tPrec@5 93.750 (91.119)\n",
            "Epoch: [53][160/663]\tTime 0.265 (0.781)\tData 0.000 (0.496)\tLoss 1.8614 (1.7934)\tPrec@1 23.438 (25.791)\tPrec@5 90.234 (91.076)\n",
            "Epoch: [53][170/663]\tTime 0.273 (0.775)\tData 0.000 (0.490)\tLoss 1.7807 (1.7925)\tPrec@1 28.125 (25.781)\tPrec@5 91.406 (91.098)\n",
            "Epoch: [53][180/663]\tTime 0.265 (0.773)\tData 0.000 (0.489)\tLoss 1.7461 (1.7913)\tPrec@1 28.906 (25.868)\tPrec@5 92.578 (91.108)\n",
            "Epoch: [53][190/663]\tTime 0.267 (0.777)\tData 0.000 (0.493)\tLoss 1.7822 (1.7903)\tPrec@1 26.562 (25.865)\tPrec@5 90.234 (91.099)\n",
            "Epoch: [53][200/663]\tTime 0.303 (0.774)\tData 0.002 (0.490)\tLoss 1.7427 (1.7901)\tPrec@1 29.297 (25.861)\tPrec@5 93.750 (91.086)\n",
            "Epoch: [53][210/663]\tTime 0.276 (0.779)\tData 0.000 (0.494)\tLoss 1.7023 (1.7910)\tPrec@1 31.250 (25.787)\tPrec@5 91.016 (91.019)\n",
            "Epoch: [53][220/663]\tTime 0.277 (0.773)\tData 0.000 (0.489)\tLoss 1.8895 (1.7905)\tPrec@1 21.094 (25.834)\tPrec@5 86.719 (91.046)\n",
            "Epoch: [53][230/663]\tTime 0.273 (0.771)\tData 0.000 (0.486)\tLoss 1.7712 (1.7900)\tPrec@1 28.125 (25.873)\tPrec@5 91.797 (91.017)\n",
            "Epoch: [53][240/663]\tTime 0.261 (0.774)\tData 0.000 (0.489)\tLoss 1.7337 (1.7886)\tPrec@1 28.125 (25.904)\tPrec@5 92.969 (91.087)\n",
            "Epoch: [53][250/663]\tTime 0.278 (0.773)\tData 0.004 (0.489)\tLoss 1.7484 (1.7874)\tPrec@1 25.000 (25.918)\tPrec@5 92.969 (91.134)\n",
            "Epoch: [53][260/663]\tTime 0.282 (0.768)\tData 0.000 (0.483)\tLoss 1.8769 (1.7878)\tPrec@1 22.656 (25.925)\tPrec@5 88.281 (91.119)\n",
            "Epoch: [53][270/663]\tTime 0.330 (0.770)\tData 0.000 (0.486)\tLoss 1.8802 (1.7886)\tPrec@1 20.312 (25.895)\tPrec@5 86.719 (91.050)\n",
            "Epoch: [53][280/663]\tTime 0.846 (0.773)\tData 0.577 (0.488)\tLoss 1.7919 (1.7891)\tPrec@1 27.344 (25.902)\tPrec@5 90.234 (91.034)\n",
            "Epoch: [53][290/663]\tTime 0.294 (0.767)\tData 0.000 (0.483)\tLoss 1.7652 (1.7886)\tPrec@1 26.172 (25.874)\tPrec@5 93.359 (91.075)\n",
            "Epoch: [53][300/663]\tTime 0.276 (0.771)\tData 0.000 (0.486)\tLoss 1.8203 (1.7887)\tPrec@1 25.781 (25.850)\tPrec@5 89.062 (91.065)\n",
            "Epoch: [53][310/663]\tTime 1.595 (0.774)\tData 1.316 (0.489)\tLoss 1.8603 (1.7892)\tPrec@1 20.703 (25.821)\tPrec@5 91.797 (91.078)\n",
            "Epoch: [53][320/663]\tTime 0.264 (0.768)\tData 0.000 (0.482)\tLoss 1.8829 (1.7905)\tPrec@1 25.000 (25.789)\tPrec@5 89.453 (91.084)\n",
            "Epoch: [53][330/663]\tTime 0.272 (0.770)\tData 0.000 (0.484)\tLoss 1.7395 (1.7903)\tPrec@1 27.734 (25.808)\tPrec@5 91.406 (91.088)\n",
            "Epoch: [53][340/663]\tTime 1.599 (0.772)\tData 1.322 (0.486)\tLoss 1.8098 (1.7903)\tPrec@1 27.344 (25.832)\tPrec@5 89.453 (91.103)\n",
            "Epoch: [53][350/663]\tTime 0.261 (0.766)\tData 0.000 (0.481)\tLoss 1.8188 (1.7901)\tPrec@1 23.047 (25.834)\tPrec@5 89.062 (91.104)\n",
            "Epoch: [53][360/663]\tTime 0.260 (0.769)\tData 0.000 (0.484)\tLoss 1.8017 (1.7900)\tPrec@1 30.859 (25.832)\tPrec@5 89.062 (91.101)\n",
            "Epoch: [53][370/663]\tTime 2.750 (0.771)\tData 2.426 (0.486)\tLoss 1.6801 (1.7892)\tPrec@1 27.734 (25.861)\tPrec@5 95.312 (91.125)\n",
            "Epoch: [53][380/663]\tTime 0.453 (0.766)\tData 0.003 (0.480)\tLoss 1.9215 (1.7897)\tPrec@1 21.094 (25.837)\tPrec@5 87.891 (91.117)\n",
            "Epoch: [53][390/663]\tTime 0.259 (0.769)\tData 0.000 (0.483)\tLoss 1.7584 (1.7904)\tPrec@1 28.125 (25.805)\tPrec@5 90.234 (91.099)\n",
            "Epoch: [53][400/663]\tTime 3.404 (0.772)\tData 3.075 (0.486)\tLoss 1.7506 (1.7902)\tPrec@1 25.391 (25.785)\tPrec@5 91.797 (91.099)\n",
            "Epoch: [53][410/663]\tTime 0.280 (0.766)\tData 0.002 (0.480)\tLoss 1.8045 (1.7898)\tPrec@1 26.562 (25.797)\tPrec@5 92.188 (91.101)\n",
            "Epoch: [53][420/663]\tTime 0.318 (0.769)\tData 0.000 (0.483)\tLoss 1.7735 (1.7893)\tPrec@1 23.828 (25.798)\tPrec@5 89.453 (91.129)\n",
            "Epoch: [53][430/663]\tTime 3.475 (0.771)\tData 3.136 (0.485)\tLoss 1.7575 (1.7891)\tPrec@1 27.344 (25.810)\tPrec@5 92.578 (91.137)\n",
            "Epoch: [53][440/663]\tTime 0.277 (0.767)\tData 0.001 (0.480)\tLoss 1.7493 (1.7891)\tPrec@1 26.953 (25.825)\tPrec@5 91.406 (91.125)\n",
            "Epoch: [53][450/663]\tTime 0.264 (0.769)\tData 0.000 (0.482)\tLoss 1.7789 (1.7890)\tPrec@1 29.297 (25.826)\tPrec@5 90.234 (91.142)\n",
            "Epoch: [53][460/663]\tTime 2.884 (0.770)\tData 2.555 (0.484)\tLoss 1.8049 (1.7887)\tPrec@1 29.297 (25.863)\tPrec@5 91.016 (91.154)\n",
            "Epoch: [53][470/663]\tTime 0.293 (0.767)\tData 0.000 (0.480)\tLoss 1.8808 (1.7881)\tPrec@1 24.219 (25.863)\tPrec@5 87.500 (91.167)\n",
            "Epoch: [53][480/663]\tTime 0.276 (0.769)\tData 0.000 (0.482)\tLoss 1.7936 (1.7878)\tPrec@1 20.312 (25.845)\tPrec@5 94.141 (91.178)\n",
            "Epoch: [53][490/663]\tTime 2.907 (0.770)\tData 2.607 (0.483)\tLoss 1.7884 (1.7873)\tPrec@1 32.031 (25.906)\tPrec@5 92.188 (91.180)\n",
            "Epoch: [53][500/663]\tTime 0.276 (0.767)\tData 0.000 (0.479)\tLoss 1.9470 (1.7873)\tPrec@1 17.969 (25.912)\tPrec@5 88.672 (91.179)\n",
            "Epoch: [53][510/663]\tTime 0.292 (0.769)\tData 0.000 (0.481)\tLoss 1.7561 (1.7882)\tPrec@1 25.781 (25.881)\tPrec@5 93.750 (91.156)\n",
            "Epoch: [53][520/663]\tTime 3.419 (0.771)\tData 3.095 (0.483)\tLoss 1.7868 (1.7888)\tPrec@1 23.047 (25.884)\tPrec@5 92.578 (91.146)\n",
            "Epoch: [53][530/663]\tTime 0.267 (0.767)\tData 0.000 (0.479)\tLoss 1.7626 (1.7882)\tPrec@1 25.391 (25.895)\tPrec@5 92.188 (91.163)\n",
            "Epoch: [53][540/663]\tTime 0.275 (0.767)\tData 0.003 (0.480)\tLoss 1.8762 (1.7887)\tPrec@1 25.391 (25.890)\tPrec@5 87.891 (91.133)\n",
            "Epoch: [53][550/663]\tTime 2.736 (0.769)\tData 2.411 (0.481)\tLoss 1.7852 (1.7882)\tPrec@1 28.516 (25.909)\tPrec@5 90.234 (91.154)\n",
            "Epoch: [53][560/663]\tTime 0.272 (0.766)\tData 0.000 (0.478)\tLoss 1.8044 (1.7883)\tPrec@1 25.781 (25.911)\tPrec@5 87.109 (91.143)\n",
            "Epoch: [53][570/663]\tTime 0.274 (0.767)\tData 0.000 (0.479)\tLoss 1.8338 (1.7881)\tPrec@1 24.219 (25.905)\tPrec@5 88.672 (91.139)\n",
            "Epoch: [53][580/663]\tTime 3.068 (0.769)\tData 2.759 (0.480)\tLoss 1.8927 (1.7887)\tPrec@1 19.922 (25.860)\tPrec@5 89.844 (91.127)\n",
            "Epoch: [53][590/663]\tTime 0.280 (0.765)\tData 0.000 (0.477)\tLoss 1.7690 (1.7885)\tPrec@1 26.953 (25.865)\tPrec@5 92.578 (91.129)\n",
            "Epoch: [53][600/663]\tTime 0.271 (0.767)\tData 0.000 (0.478)\tLoss 1.7590 (1.7879)\tPrec@1 27.344 (25.861)\tPrec@5 92.578 (91.138)\n",
            "Epoch: [53][610/663]\tTime 2.716 (0.768)\tData 2.402 (0.479)\tLoss 1.7035 (1.7877)\tPrec@1 30.859 (25.853)\tPrec@5 95.703 (91.149)\n",
            "Epoch: [53][620/663]\tTime 0.272 (0.765)\tData 0.000 (0.477)\tLoss 1.8053 (1.7880)\tPrec@1 26.172 (25.848)\tPrec@5 90.625 (91.150)\n",
            "Epoch: [53][630/663]\tTime 0.268 (0.767)\tData 0.000 (0.478)\tLoss 1.7410 (1.7880)\tPrec@1 26.172 (25.854)\tPrec@5 93.750 (91.147)\n",
            "Epoch: [53][640/663]\tTime 3.420 (0.768)\tData 3.064 (0.480)\tLoss 1.8236 (1.7880)\tPrec@1 29.297 (25.865)\tPrec@5 88.672 (91.139)\n",
            "Epoch: [53][650/663]\tTime 0.298 (0.765)\tData 0.024 (0.477)\tLoss 1.8100 (1.7881)\tPrec@1 29.688 (25.883)\tPrec@5 89.062 (91.117)\n",
            "Epoch: [53][660/663]\tTime 0.260 (0.761)\tData 0.000 (0.473)\tLoss 1.8775 (1.7890)\tPrec@1 24.219 (25.872)\tPrec@5 88.672 (91.101)\n",
            "Test: [0/166]\tTime 5.304 (5.304)\tLoss 2.1119 (2.1119)\tPrec@1 24.609 (24.609)\tPrec@5 77.344 (77.344)\n",
            "Test: [10/166]\tTime 0.348 (0.988)\tLoss 14.4408 (4.2740)\tPrec@1 0.000 (19.105)\tPrec@5 0.000 (62.926)\n",
            "Test: [20/166]\tTime 0.378 (0.829)\tLoss 14.0579 (8.9756)\tPrec@1 0.000 (10.007)\tPrec@5 0.000 (32.961)\n",
            "Test: [30/166]\tTime 2.366 (0.802)\tLoss 4.0380 (10.3015)\tPrec@1 5.469 (6.956)\tPrec@5 72.266 (24.660)\n",
            "Test: [40/166]\tTime 0.322 (0.747)\tLoss 2.2109 (8.3238)\tPrec@1 4.688 (6.574)\tPrec@5 86.328 (39.110)\n",
            "Test: [50/166]\tTime 0.324 (0.761)\tLoss 2.3670 (7.1317)\tPrec@1 4.297 (6.089)\tPrec@5 81.641 (47.610)\n",
            "Test: [60/166]\tTime 2.444 (0.762)\tLoss 2.2772 (6.3345)\tPrec@1 4.297 (5.783)\tPrec@5 87.500 (53.484)\n",
            "Test: [70/166]\tTime 0.316 (0.730)\tLoss 1.3861 (5.6855)\tPrec@1 50.391 (9.612)\tPrec@5 99.609 (59.023)\n",
            "Test: [80/166]\tTime 0.339 (0.736)\tLoss 1.3024 (5.1479)\tPrec@1 54.297 (14.747)\tPrec@5 99.609 (64.038)\n",
            "Test: [90/166]\tTime 2.781 (0.743)\tLoss 1.2942 (4.7284)\tPrec@1 49.219 (18.630)\tPrec@5 100.000 (67.952)\n",
            "Test: [100/166]\tTime 0.327 (0.722)\tLoss 1.3152 (4.3943)\tPrec@1 52.344 (21.856)\tPrec@5 99.219 (71.082)\n",
            "Test: [110/166]\tTime 0.313 (0.725)\tLoss 2.8764 (4.1874)\tPrec@1 0.000 (21.819)\tPrec@5 69.531 (72.484)\n",
            "Test: [120/166]\tTime 2.427 (0.727)\tLoss 2.4043 (4.0517)\tPrec@1 0.000 (20.015)\tPrec@5 89.844 (73.660)\n",
            "Test: [130/166]\tTime 0.337 (0.712)\tLoss 2.4002 (3.9354)\tPrec@1 0.000 (18.488)\tPrec@5 88.281 (74.583)\n",
            "Test: [140/166]\tTime 0.326 (0.716)\tLoss 1.3560 (3.7971)\tPrec@1 53.125 (18.744)\tPrec@5 99.609 (75.900)\n",
            "Test: [150/166]\tTime 2.536 (0.719)\tLoss 1.3893 (3.6385)\tPrec@1 51.953 (20.913)\tPrec@5 100.000 (77.483)\n",
            "Test: [160/166]\tTime 0.295 (0.703)\tLoss 1.8643 (3.5188)\tPrec@1 11.328 (21.060)\tPrec@5 93.750 (78.579)\n",
            " * Prec@1 20.865 Prec@5 78.444\n",
            "Epoch: [54][0/663]\tTime 5.473 (5.473)\tData 5.141 (5.141)\tLoss 1.9278 (1.9278)\tPrec@1 24.219 (24.219)\tPrec@5 85.938 (85.938)\n",
            "Epoch: [54][10/663]\tTime 0.269 (1.095)\tData 0.000 (0.813)\tLoss 1.8613 (1.8517)\tPrec@1 25.781 (24.290)\tPrec@5 87.891 (89.666)\n",
            "Epoch: [54][20/663]\tTime 0.260 (0.980)\tData 0.000 (0.698)\tLoss 1.8558 (1.8182)\tPrec@1 26.562 (25.595)\tPrec@5 87.891 (90.402)\n",
            "Epoch: [54][30/663]\tTime 3.002 (0.936)\tData 2.659 (0.650)\tLoss 1.7853 (1.8106)\tPrec@1 28.906 (25.365)\tPrec@5 89.062 (90.537)\n",
            "Epoch: [54][40/663]\tTime 0.281 (0.843)\tData 0.003 (0.557)\tLoss 1.8253 (1.8024)\tPrec@1 29.297 (25.819)\tPrec@5 90.625 (90.663)\n",
            "Epoch: [54][50/663]\tTime 0.273 (0.851)\tData 0.000 (0.564)\tLoss 1.7052 (1.8033)\tPrec@1 25.000 (25.521)\tPrec@5 94.141 (90.671)\n",
            "Epoch: [54][60/663]\tTime 3.114 (0.851)\tData 2.771 (0.564)\tLoss 1.8300 (1.8036)\tPrec@1 23.828 (25.557)\tPrec@5 88.281 (90.689)\n",
            "Epoch: [54][70/663]\tTime 0.289 (0.805)\tData 0.001 (0.520)\tLoss 1.7452 (1.8029)\tPrec@1 26.172 (25.435)\tPrec@5 91.797 (90.708)\n",
            "Epoch: [54][80/663]\tTime 0.270 (0.813)\tData 0.000 (0.527)\tLoss 1.7281 (1.7997)\tPrec@1 30.078 (25.675)\tPrec@5 92.188 (90.789)\n",
            "Epoch: [54][90/663]\tTime 3.247 (0.825)\tData 2.924 (0.539)\tLoss 1.8703 (1.7993)\tPrec@1 19.922 (25.597)\tPrec@5 91.016 (90.853)\n",
            "Epoch: [54][100/663]\tTime 0.281 (0.803)\tData 0.000 (0.517)\tLoss 1.8865 (1.8036)\tPrec@1 20.703 (25.367)\tPrec@5 89.453 (90.869)\n",
            "Epoch: [54][110/663]\tTime 0.289 (0.809)\tData 0.000 (0.522)\tLoss 1.7566 (1.8069)\tPrec@1 23.828 (25.250)\tPrec@5 92.188 (90.836)\n",
            "Epoch: [54][120/663]\tTime 3.123 (0.813)\tData 2.825 (0.525)\tLoss 1.7926 (1.8053)\tPrec@1 24.609 (25.252)\tPrec@5 91.016 (90.867)\n",
            "Epoch: [54][130/663]\tTime 0.269 (0.796)\tData 0.000 (0.509)\tLoss 1.7761 (1.8029)\tPrec@1 23.047 (25.370)\tPrec@5 89.453 (90.864)\n",
            "Epoch: [54][140/663]\tTime 0.276 (0.799)\tData 0.000 (0.510)\tLoss 1.8145 (1.8004)\tPrec@1 25.391 (25.460)\tPrec@5 90.625 (90.966)\n",
            "Epoch: [54][150/663]\tTime 2.831 (0.802)\tData 2.498 (0.513)\tLoss 1.7807 (1.7996)\tPrec@1 33.594 (25.618)\tPrec@5 91.016 (90.979)\n",
            "Epoch: [54][160/663]\tTime 0.415 (0.788)\tData 0.000 (0.498)\tLoss 1.7518 (1.7975)\tPrec@1 25.391 (25.590)\tPrec@5 92.578 (90.957)\n",
            "Epoch: [54][170/663]\tTime 0.377 (0.791)\tData 0.003 (0.499)\tLoss 1.8749 (1.7985)\tPrec@1 21.094 (25.557)\tPrec@5 91.016 (90.938)\n",
            "Epoch: [54][180/663]\tTime 2.910 (0.793)\tData 2.612 (0.500)\tLoss 1.8302 (1.7990)\tPrec@1 26.562 (25.552)\tPrec@5 91.406 (90.897)\n",
            "Epoch: [54][190/663]\tTime 0.277 (0.783)\tData 0.001 (0.490)\tLoss 1.8073 (1.7984)\tPrec@1 22.656 (25.620)\tPrec@5 89.453 (90.875)\n",
            "Epoch: [54][200/663]\tTime 0.279 (0.784)\tData 0.000 (0.490)\tLoss 1.8569 (1.7973)\tPrec@1 25.781 (25.700)\tPrec@5 87.891 (90.899)\n",
            "Epoch: [54][210/663]\tTime 2.638 (0.786)\tData 2.330 (0.493)\tLoss 1.8156 (1.7963)\tPrec@1 23.438 (25.713)\tPrec@5 89.844 (90.914)\n",
            "Epoch: [54][220/663]\tTime 0.262 (0.778)\tData 0.000 (0.485)\tLoss 1.7627 (1.7951)\tPrec@1 31.250 (25.760)\tPrec@5 91.797 (90.929)\n",
            "Epoch: [54][230/663]\tTime 0.364 (0.778)\tData 0.001 (0.484)\tLoss 1.7840 (1.7926)\tPrec@1 23.438 (25.798)\tPrec@5 89.844 (90.958)\n",
            "Epoch: [54][240/663]\tTime 2.983 (0.780)\tData 2.663 (0.486)\tLoss 1.7380 (1.7917)\tPrec@1 30.859 (25.840)\tPrec@5 90.625 (90.980)\n",
            "Epoch: [54][250/663]\tTime 0.266 (0.773)\tData 0.000 (0.479)\tLoss 1.7513 (1.7914)\tPrec@1 25.781 (25.856)\tPrec@5 90.234 (90.980)\n",
            "Epoch: [54][260/663]\tTime 0.275 (0.776)\tData 0.000 (0.482)\tLoss 1.7976 (1.7902)\tPrec@1 27.734 (25.917)\tPrec@5 88.672 (91.019)\n",
            "Epoch: [54][270/663]\tTime 3.042 (0.777)\tData 2.724 (0.483)\tLoss 1.7961 (1.7900)\tPrec@1 27.734 (25.961)\tPrec@5 89.844 (91.042)\n",
            "Epoch: [54][280/663]\tTime 0.276 (0.769)\tData 0.000 (0.476)\tLoss 1.8686 (1.7905)\tPrec@1 24.609 (25.856)\tPrec@5 91.016 (91.048)\n",
            "Epoch: [54][290/663]\tTime 0.275 (0.772)\tData 0.000 (0.478)\tLoss 1.7658 (1.7917)\tPrec@1 26.953 (25.824)\tPrec@5 91.406 (91.017)\n",
            "Epoch: [54][300/663]\tTime 2.813 (0.775)\tData 2.454 (0.481)\tLoss 1.8135 (1.7919)\tPrec@1 23.047 (25.799)\tPrec@5 90.234 (91.016)\n",
            "Epoch: [54][310/663]\tTime 0.273 (0.769)\tData 0.000 (0.476)\tLoss 1.8270 (1.7914)\tPrec@1 26.953 (25.874)\tPrec@5 89.453 (91.023)\n",
            "Epoch: [54][320/663]\tTime 0.259 (0.770)\tData 0.000 (0.476)\tLoss 1.7835 (1.7914)\tPrec@1 27.734 (25.852)\tPrec@5 92.578 (91.028)\n",
            "Epoch: [54][330/663]\tTime 2.963 (0.772)\tData 2.602 (0.478)\tLoss 1.6803 (1.7909)\tPrec@1 27.734 (25.850)\tPrec@5 95.312 (91.039)\n",
            "Epoch: [54][340/663]\tTime 0.294 (0.766)\tData 0.000 (0.472)\tLoss 1.7681 (1.7902)\tPrec@1 29.688 (25.861)\tPrec@5 90.625 (91.057)\n",
            "Epoch: [54][350/663]\tTime 0.298 (0.769)\tData 0.000 (0.475)\tLoss 1.7784 (1.7896)\tPrec@1 28.125 (25.854)\tPrec@5 91.406 (91.082)\n",
            "Epoch: [54][360/663]\tTime 2.935 (0.769)\tData 2.634 (0.475)\tLoss 1.7069 (1.7887)\tPrec@1 28.516 (25.872)\tPrec@5 91.797 (91.084)\n",
            "Epoch: [54][370/663]\tTime 0.266 (0.764)\tData 0.001 (0.470)\tLoss 1.7513 (1.7876)\tPrec@1 24.219 (25.877)\tPrec@5 94.531 (91.116)\n",
            "Epoch: [54][380/663]\tTime 0.298 (0.766)\tData 0.000 (0.472)\tLoss 1.7505 (1.7877)\tPrec@1 32.031 (25.895)\tPrec@5 92.969 (91.109)\n",
            "Epoch: [54][390/663]\tTime 3.058 (0.768)\tData 2.710 (0.474)\tLoss 1.9003 (1.7875)\tPrec@1 25.391 (25.901)\tPrec@5 84.766 (91.119)\n",
            "Epoch: [54][400/663]\tTime 0.255 (0.763)\tData 0.000 (0.469)\tLoss 1.7506 (1.7875)\tPrec@1 23.438 (25.879)\tPrec@5 91.797 (91.116)\n",
            "Epoch: [54][410/663]\tTime 0.265 (0.764)\tData 0.002 (0.470)\tLoss 1.6996 (1.7867)\tPrec@1 27.344 (25.916)\tPrec@5 93.359 (91.123)\n",
            "Epoch: [54][420/663]\tTime 2.176 (0.765)\tData 1.858 (0.471)\tLoss 1.7449 (1.7871)\tPrec@1 27.344 (25.921)\tPrec@5 92.969 (91.123)\n",
            "Epoch: [54][430/663]\tTime 0.273 (0.760)\tData 0.000 (0.467)\tLoss 1.8314 (1.7869)\tPrec@1 23.047 (25.906)\tPrec@5 88.281 (91.142)\n",
            "Epoch: [54][440/663]\tTime 0.269 (0.762)\tData 0.000 (0.468)\tLoss 1.7924 (1.7869)\tPrec@1 25.391 (25.896)\tPrec@5 92.578 (91.141)\n",
            "Epoch: [54][450/663]\tTime 3.004 (0.763)\tData 2.657 (0.469)\tLoss 1.8064 (1.7869)\tPrec@1 24.219 (25.882)\tPrec@5 92.188 (91.136)\n",
            "Epoch: [54][460/663]\tTime 0.368 (0.759)\tData 0.000 (0.465)\tLoss 1.7522 (1.7866)\tPrec@1 26.953 (25.908)\tPrec@5 90.625 (91.135)\n",
            "Epoch: [54][470/663]\tTime 0.273 (0.760)\tData 0.000 (0.466)\tLoss 1.7371 (1.7861)\tPrec@1 28.906 (25.926)\tPrec@5 92.578 (91.152)\n",
            "Epoch: [54][480/663]\tTime 2.381 (0.761)\tData 2.070 (0.467)\tLoss 1.8034 (1.7863)\tPrec@1 23.047 (25.923)\tPrec@5 90.625 (91.152)\n",
            "Epoch: [54][490/663]\tTime 0.375 (0.758)\tData 0.000 (0.463)\tLoss 1.7458 (1.7858)\tPrec@1 30.859 (25.942)\tPrec@5 91.406 (91.152)\n",
            "Epoch: [54][500/663]\tTime 0.337 (0.759)\tData 0.003 (0.464)\tLoss 1.7552 (1.7861)\tPrec@1 28.906 (25.963)\tPrec@5 89.844 (91.142)\n",
            "Epoch: [54][510/663]\tTime 3.120 (0.760)\tData 2.767 (0.466)\tLoss 1.8404 (1.7861)\tPrec@1 24.609 (25.952)\tPrec@5 90.625 (91.122)\n",
            "Epoch: [54][520/663]\tTime 0.340 (0.755)\tData 0.001 (0.461)\tLoss 1.8318 (1.7859)\tPrec@1 27.734 (25.962)\tPrec@5 90.234 (91.122)\n",
            "Epoch: [54][530/663]\tTime 0.289 (0.758)\tData 0.000 (0.463)\tLoss 1.7906 (1.7861)\tPrec@1 24.609 (25.933)\tPrec@5 90.625 (91.122)\n",
            "Epoch: [54][540/663]\tTime 3.114 (0.759)\tData 2.787 (0.465)\tLoss 1.8465 (1.7865)\tPrec@1 27.344 (25.919)\tPrec@5 88.672 (91.105)\n",
            "Epoch: [54][550/663]\tTime 0.341 (0.755)\tData 0.000 (0.460)\tLoss 1.7893 (1.7864)\tPrec@1 28.516 (25.905)\tPrec@5 88.281 (91.102)\n",
            "Epoch: [54][560/663]\tTime 0.260 (0.757)\tData 0.000 (0.462)\tLoss 1.8091 (1.7868)\tPrec@1 27.344 (25.914)\tPrec@5 91.016 (91.102)\n",
            "Epoch: [54][570/663]\tTime 3.266 (0.759)\tData 2.963 (0.464)\tLoss 1.7615 (1.7863)\tPrec@1 23.438 (25.894)\tPrec@5 90.625 (91.112)\n",
            "Epoch: [54][580/663]\tTime 0.279 (0.756)\tData 0.000 (0.461)\tLoss 1.7680 (1.7863)\tPrec@1 21.875 (25.882)\tPrec@5 94.141 (91.127)\n",
            "Epoch: [54][590/663]\tTime 0.274 (0.759)\tData 0.000 (0.464)\tLoss 1.8078 (1.7865)\tPrec@1 26.562 (25.872)\tPrec@5 91.016 (91.133)\n",
            "Epoch: [54][600/663]\tTime 3.042 (0.761)\tData 2.647 (0.465)\tLoss 1.8184 (1.7864)\tPrec@1 27.344 (25.866)\tPrec@5 89.453 (91.142)\n",
            "Epoch: [54][610/663]\tTime 0.387 (0.758)\tData 0.001 (0.462)\tLoss 1.7509 (1.7859)\tPrec@1 28.125 (25.849)\tPrec@5 92.578 (91.154)\n",
            "Epoch: [54][620/663]\tTime 0.271 (0.760)\tData 0.000 (0.463)\tLoss 1.7397 (1.7856)\tPrec@1 21.484 (25.852)\tPrec@5 91.797 (91.160)\n",
            "Epoch: [54][630/663]\tTime 3.430 (0.762)\tData 3.122 (0.465)\tLoss 1.7190 (1.7852)\tPrec@1 27.344 (25.864)\tPrec@5 94.531 (91.169)\n",
            "Epoch: [54][640/663]\tTime 0.360 (0.759)\tData 0.002 (0.462)\tLoss 1.7222 (1.7851)\tPrec@1 26.953 (25.878)\tPrec@5 93.359 (91.172)\n",
            "Epoch: [54][650/663]\tTime 0.298 (0.763)\tData 0.015 (0.466)\tLoss 1.8125 (1.7856)\tPrec@1 25.000 (25.866)\tPrec@5 91.016 (91.162)\n",
            "Epoch: [54][660/663]\tTime 0.391 (0.757)\tData 0.130 (0.461)\tLoss 1.8137 (1.7854)\tPrec@1 28.906 (25.882)\tPrec@5 89.062 (91.152)\n",
            "Test: [0/166]\tTime 5.156 (5.156)\tLoss 2.3099 (2.3099)\tPrec@1 8.594 (8.594)\tPrec@5 75.000 (75.000)\n",
            "Test: [10/166]\tTime 0.341 (0.989)\tLoss 14.5509 (4.4526)\tPrec@1 0.000 (8.168)\tPrec@5 0.000 (62.500)\n",
            "Test: [20/166]\tTime 0.519 (0.901)\tLoss 14.1855 (9.1219)\tPrec@1 0.000 (4.278)\tPrec@5 0.000 (32.738)\n",
            "Test: [30/166]\tTime 2.620 (0.875)\tLoss 3.8091 (10.4253)\tPrec@1 23.828 (3.667)\tPrec@5 71.484 (24.483)\n",
            "Test: [40/166]\tTime 0.314 (0.817)\tLoss 1.9664 (8.3587)\tPrec@1 29.297 (10.518)\tPrec@5 84.375 (38.710)\n",
            "Test: [50/166]\tTime 0.470 (0.828)\tLoss 2.1507 (7.1194)\tPrec@1 27.344 (13.687)\tPrec@5 80.859 (46.975)\n",
            "Test: [60/166]\tTime 2.787 (0.832)\tLoss 2.0296 (6.2871)\tPrec@1 31.250 (15.804)\tPrec@5 86.719 (52.798)\n",
            "Test: [70/166]\tTime 0.328 (0.801)\tLoss 2.1654 (5.6965)\tPrec@1 0.000 (15.240)\tPrec@5 87.891 (57.746)\n",
            "Test: [80/166]\tTime 0.460 (0.803)\tLoss 2.0500 (5.2524)\tPrec@1 0.000 (13.383)\tPrec@5 93.750 (62.230)\n",
            "Test: [90/166]\tTime 2.620 (0.805)\tLoss 1.9875 (4.9012)\tPrec@1 0.391 (11.933)\tPrec@5 95.312 (65.801)\n",
            "Test: [100/166]\tTime 0.308 (0.786)\tLoss 2.0510 (4.6225)\tPrec@1 0.781 (10.771)\tPrec@5 95.312 (68.564)\n",
            "Test: [110/166]\tTime 0.458 (0.787)\tLoss 1.5975 (4.3634)\tPrec@1 38.281 (12.208)\tPrec@5 99.219 (71.185)\n",
            "Test: [120/166]\tTime 2.646 (0.786)\tLoss 1.3117 (4.1170)\tPrec@1 57.422 (15.648)\tPrec@5 100.000 (73.544)\n",
            "Test: [130/166]\tTime 0.352 (0.768)\tLoss 1.3249 (3.9092)\tPrec@1 63.281 (18.634)\tPrec@5 99.219 (75.525)\n",
            "Test: [140/166]\tTime 0.578 (0.770)\tLoss 1.4331 (3.7358)\tPrec@1 30.078 (20.085)\tPrec@5 99.609 (77.230)\n",
            "Test: [150/166]\tTime 2.289 (0.770)\tLoss 1.4640 (3.5871)\tPrec@1 28.906 (20.594)\tPrec@5 100.000 (78.707)\n",
            "Test: [160/166]\tTime 0.334 (0.758)\tLoss 2.3040 (3.4913)\tPrec@1 0.391 (19.854)\tPrec@5 76.953 (79.091)\n",
            " * Prec@1 19.760 Prec@5 78.904\n",
            "Epoch: [55][0/663]\tTime 6.594 (6.594)\tData 6.262 (6.262)\tLoss 1.7908 (1.7908)\tPrec@1 26.562 (26.562)\tPrec@5 88.281 (88.281)\n",
            "Epoch: [55][10/663]\tTime 0.267 (1.137)\tData 0.000 (0.859)\tLoss 1.8045 (1.7650)\tPrec@1 28.516 (26.243)\tPrec@5 89.062 (91.300)\n",
            "Epoch: [55][20/663]\tTime 0.269 (1.024)\tData 0.000 (0.748)\tLoss 1.7370 (1.7780)\tPrec@1 25.781 (25.353)\tPrec@5 92.188 (91.034)\n",
            "Epoch: [55][30/663]\tTime 3.725 (1.009)\tData 3.397 (0.731)\tLoss 1.8489 (1.7783)\tPrec@1 25.781 (25.668)\tPrec@5 87.891 (90.814)\n",
            "Epoch: [55][40/663]\tTime 0.267 (0.902)\tData 0.000 (0.623)\tLoss 1.7515 (1.7837)\tPrec@1 23.047 (25.600)\tPrec@5 93.359 (90.968)\n",
            "Epoch: [55][50/663]\tTime 0.285 (0.910)\tData 0.000 (0.630)\tLoss 1.7282 (1.7818)\tPrec@1 26.172 (25.551)\tPrec@5 92.188 (90.954)\n",
            "Epoch: [55][60/663]\tTime 3.654 (0.914)\tData 3.355 (0.634)\tLoss 1.8324 (1.7843)\tPrec@1 25.781 (25.589)\tPrec@5 91.797 (90.932)\n",
            "Epoch: [55][70/663]\tTime 0.280 (0.868)\tData 0.000 (0.588)\tLoss 1.7621 (1.7856)\tPrec@1 26.172 (25.589)\tPrec@5 91.406 (90.911)\n",
            "Epoch: [55][80/663]\tTime 0.269 (0.872)\tData 0.000 (0.591)\tLoss 1.8042 (1.7856)\tPrec@1 23.047 (25.463)\tPrec@5 89.453 (91.006)\n",
            "Epoch: [55][90/663]\tTime 3.386 (0.880)\tData 3.058 (0.597)\tLoss 1.7038 (1.7870)\tPrec@1 28.516 (25.438)\tPrec@5 93.359 (90.986)\n",
            "Epoch: [55][100/663]\tTime 0.427 (0.855)\tData 0.002 (0.570)\tLoss 1.9104 (1.7874)\tPrec@1 22.656 (25.596)\tPrec@5 91.016 (90.923)\n",
            "Epoch: [55][110/663]\tTime 0.290 (0.859)\tData 0.000 (0.574)\tLoss 1.8935 (1.7889)\tPrec@1 23.828 (25.683)\tPrec@5 86.719 (90.885)\n",
            "Epoch: [55][120/663]\tTime 3.274 (0.865)\tData 2.923 (0.579)\tLoss 1.7323 (1.7887)\tPrec@1 26.172 (25.788)\tPrec@5 94.922 (90.880)\n",
            "Epoch: [55][130/663]\tTime 0.273 (0.849)\tData 0.000 (0.563)\tLoss 1.7906 (1.7902)\tPrec@1 23.828 (25.763)\tPrec@5 91.797 (90.917)\n",
            "Epoch: [55][140/663]\tTime 0.270 (0.855)\tData 0.000 (0.568)\tLoss 1.7644 (1.7907)\tPrec@1 29.297 (25.754)\tPrec@5 89.453 (90.938)\n",
            "Epoch: [55][150/663]\tTime 3.155 (0.861)\tData 2.818 (0.574)\tLoss 1.7917 (1.7912)\tPrec@1 25.391 (25.794)\tPrec@5 90.234 (90.928)\n",
            "Epoch: [55][160/663]\tTime 0.307 (0.848)\tData 0.000 (0.559)\tLoss 1.7708 (1.7910)\tPrec@1 26.953 (25.735)\tPrec@5 89.844 (90.931)\n",
            "Epoch: [55][170/663]\tTime 0.365 (0.854)\tData 0.000 (0.565)\tLoss 1.7411 (1.7900)\tPrec@1 24.219 (25.713)\tPrec@5 92.578 (90.986)\n",
            "Epoch: [55][180/663]\tTime 3.943 (0.859)\tData 3.620 (0.570)\tLoss 1.8169 (1.7890)\tPrec@1 23.438 (25.770)\tPrec@5 91.406 (91.018)\n",
            "Epoch: [55][190/663]\tTime 0.298 (0.847)\tData 0.000 (0.557)\tLoss 1.7177 (1.7876)\tPrec@1 27.734 (25.806)\tPrec@5 92.188 (91.038)\n",
            "Epoch: [55][200/663]\tTime 0.355 (0.852)\tData 0.001 (0.561)\tLoss 1.8707 (1.7876)\tPrec@1 25.000 (25.810)\tPrec@5 88.281 (91.033)\n",
            "Epoch: [55][210/663]\tTime 3.013 (0.855)\tData 2.710 (0.564)\tLoss 1.7665 (1.7880)\tPrec@1 27.344 (25.803)\tPrec@5 91.016 (90.969)\n",
            "Epoch: [55][220/663]\tTime 0.264 (0.845)\tData 0.000 (0.554)\tLoss 1.7994 (1.7891)\tPrec@1 25.781 (25.794)\tPrec@5 90.234 (90.931)\n",
            "Epoch: [55][230/663]\tTime 0.303 (0.850)\tData 0.000 (0.558)\tLoss 1.8598 (1.7908)\tPrec@1 18.359 (25.747)\tPrec@5 91.016 (90.933)\n",
            "Epoch: [55][240/663]\tTime 3.598 (0.853)\tData 3.268 (0.562)\tLoss 1.8274 (1.7918)\tPrec@1 26.172 (25.762)\tPrec@5 91.016 (90.909)\n",
            "Epoch: [55][250/663]\tTime 0.264 (0.843)\tData 0.000 (0.552)\tLoss 1.8014 (1.7910)\tPrec@1 25.000 (25.814)\tPrec@5 90.234 (90.918)\n",
            "Epoch: [55][260/663]\tTime 0.285 (0.844)\tData 0.000 (0.554)\tLoss 1.8486 (1.7908)\tPrec@1 22.656 (25.838)\tPrec@5 91.016 (90.939)\n",
            "Epoch: [55][270/663]\tTime 3.669 (0.848)\tData 3.329 (0.558)\tLoss 1.7900 (1.7895)\tPrec@1 28.516 (25.862)\tPrec@5 92.969 (90.974)\n",
            "Epoch: [55][280/663]\tTime 0.294 (0.838)\tData 0.000 (0.548)\tLoss 1.7082 (1.7896)\tPrec@1 30.078 (25.837)\tPrec@5 92.578 (90.999)\n",
            "Epoch: [55][290/663]\tTime 0.272 (0.842)\tData 0.000 (0.551)\tLoss 1.7483 (1.7915)\tPrec@1 26.953 (25.823)\tPrec@5 92.969 (90.977)\n",
            "Epoch: [55][300/663]\tTime 3.663 (0.845)\tData 3.330 (0.554)\tLoss 1.8044 (1.7917)\tPrec@1 24.609 (25.744)\tPrec@5 92.188 (90.987)\n",
            "Epoch: [55][310/663]\tTime 0.265 (0.837)\tData 0.000 (0.547)\tLoss 1.7217 (1.7910)\tPrec@1 30.469 (25.754)\tPrec@5 94.922 (91.014)\n",
            "Epoch: [55][320/663]\tTime 0.274 (0.840)\tData 0.000 (0.550)\tLoss 1.8479 (1.7910)\tPrec@1 24.219 (25.752)\tPrec@5 89.453 (91.028)\n",
            "Epoch: [55][330/663]\tTime 3.571 (0.840)\tData 3.206 (0.550)\tLoss 1.7768 (1.7915)\tPrec@1 24.219 (25.714)\tPrec@5 91.406 (91.013)\n",
            "Epoch: [55][340/663]\tTime 0.281 (0.834)\tData 0.000 (0.543)\tLoss 1.7748 (1.7916)\tPrec@1 28.125 (25.692)\tPrec@5 93.750 (91.013)\n",
            "Epoch: [55][350/663]\tTime 0.271 (0.837)\tData 0.000 (0.546)\tLoss 1.7595 (1.7915)\tPrec@1 26.172 (25.703)\tPrec@5 89.844 (90.991)\n",
            "Epoch: [55][360/663]\tTime 3.296 (0.839)\tData 2.881 (0.548)\tLoss 1.7669 (1.7908)\tPrec@1 29.297 (25.739)\tPrec@5 92.188 (91.003)\n",
            "Epoch: [55][370/663]\tTime 0.377 (0.833)\tData 0.000 (0.542)\tLoss 1.7864 (1.7909)\tPrec@1 25.391 (25.701)\tPrec@5 87.500 (90.988)\n",
            "Epoch: [55][380/663]\tTime 0.261 (0.835)\tData 0.000 (0.544)\tLoss 1.7641 (1.7908)\tPrec@1 26.953 (25.711)\tPrec@5 94.531 (90.999)\n",
            "Epoch: [55][390/663]\tTime 3.401 (0.836)\tData 3.074 (0.545)\tLoss 1.8244 (1.7910)\tPrec@1 18.359 (25.685)\tPrec@5 94.531 (91.012)\n",
            "Epoch: [55][400/663]\tTime 0.279 (0.830)\tData 0.000 (0.539)\tLoss 1.8166 (1.7910)\tPrec@1 21.875 (25.683)\tPrec@5 87.500 (91.009)\n",
            "Epoch: [55][410/663]\tTime 0.276 (0.832)\tData 0.000 (0.541)\tLoss 1.8199 (1.7909)\tPrec@1 22.266 (25.648)\tPrec@5 92.969 (91.026)\n",
            "Epoch: [55][420/663]\tTime 3.355 (0.834)\tData 3.027 (0.542)\tLoss 1.7199 (1.7906)\tPrec@1 26.953 (25.631)\tPrec@5 93.359 (91.045)\n",
            "Epoch: [55][430/663]\tTime 0.273 (0.828)\tData 0.000 (0.536)\tLoss 1.7324 (1.7899)\tPrec@1 28.125 (25.651)\tPrec@5 89.844 (91.065)\n",
            "Epoch: [55][440/663]\tTime 0.274 (0.830)\tData 0.001 (0.538)\tLoss 1.7134 (1.7898)\tPrec@1 26.953 (25.664)\tPrec@5 92.188 (91.070)\n",
            "Epoch: [55][450/663]\tTime 3.310 (0.831)\tData 2.979 (0.539)\tLoss 1.7611 (1.7891)\tPrec@1 26.562 (25.721)\tPrec@5 91.016 (91.077)\n",
            "Epoch: [55][460/663]\tTime 0.271 (0.825)\tData 0.001 (0.533)\tLoss 1.8320 (1.7890)\tPrec@1 21.094 (25.699)\tPrec@5 88.672 (91.070)\n",
            "Epoch: [55][470/663]\tTime 0.280 (0.827)\tData 0.000 (0.535)\tLoss 1.8199 (1.7887)\tPrec@1 28.516 (25.725)\tPrec@5 90.234 (91.094)\n",
            "Epoch: [55][480/663]\tTime 3.294 (0.828)\tData 2.973 (0.536)\tLoss 1.7427 (1.7883)\tPrec@1 27.344 (25.755)\tPrec@5 93.750 (91.100)\n",
            "Epoch: [55][490/663]\tTime 0.291 (0.824)\tData 0.001 (0.531)\tLoss 1.7772 (1.7885)\tPrec@1 21.875 (25.753)\tPrec@5 89.844 (91.087)\n",
            "Epoch: [55][500/663]\tTime 0.279 (0.825)\tData 0.000 (0.533)\tLoss 1.7361 (1.7887)\tPrec@1 30.469 (25.745)\tPrec@5 93.750 (91.066)\n",
            "Epoch: [55][510/663]\tTime 3.173 (0.827)\tData 2.792 (0.534)\tLoss 1.7052 (1.7883)\tPrec@1 27.344 (25.767)\tPrec@5 90.625 (91.078)\n",
            "Epoch: [55][520/663]\tTime 0.270 (0.822)\tData 0.000 (0.529)\tLoss 1.8747 (1.7884)\tPrec@1 21.094 (25.730)\tPrec@5 90.234 (91.094)\n",
            "Epoch: [55][530/663]\tTime 0.328 (0.823)\tData 0.000 (0.530)\tLoss 1.7971 (1.7888)\tPrec@1 27.734 (25.744)\tPrec@5 91.797 (91.099)\n",
            "Epoch: [55][540/663]\tTime 3.119 (0.824)\tData 2.774 (0.531)\tLoss 1.7147 (1.7885)\tPrec@1 28.906 (25.762)\tPrec@5 94.531 (91.106)\n",
            "Epoch: [55][550/663]\tTime 0.283 (0.820)\tData 0.001 (0.527)\tLoss 1.7683 (1.7886)\tPrec@1 23.438 (25.739)\tPrec@5 92.578 (91.106)\n",
            "Epoch: [55][560/663]\tTime 0.397 (0.821)\tData 0.000 (0.528)\tLoss 1.8496 (1.7887)\tPrec@1 25.391 (25.738)\tPrec@5 87.891 (91.115)\n",
            "Epoch: [55][570/663]\tTime 3.235 (0.822)\tData 2.928 (0.528)\tLoss 1.7461 (1.7883)\tPrec@1 29.297 (25.755)\tPrec@5 91.797 (91.126)\n",
            "Epoch: [55][580/663]\tTime 0.268 (0.818)\tData 0.000 (0.525)\tLoss 1.6849 (1.7878)\tPrec@1 28.516 (25.782)\tPrec@5 95.312 (91.145)\n",
            "Epoch: [55][590/663]\tTime 0.269 (0.820)\tData 0.000 (0.526)\tLoss 1.7812 (1.7877)\tPrec@1 23.828 (25.785)\tPrec@5 92.188 (91.137)\n",
            "Epoch: [55][600/663]\tTime 3.181 (0.820)\tData 2.860 (0.526)\tLoss 1.7442 (1.7878)\tPrec@1 26.953 (25.781)\tPrec@5 93.750 (91.139)\n",
            "Epoch: [55][610/663]\tTime 0.278 (0.816)\tData 0.000 (0.523)\tLoss 1.7846 (1.7879)\tPrec@1 24.609 (25.762)\tPrec@5 90.625 (91.135)\n",
            "Epoch: [55][620/663]\tTime 0.279 (0.818)\tData 0.002 (0.524)\tLoss 1.7380 (1.7877)\tPrec@1 26.953 (25.789)\tPrec@5 93.750 (91.139)\n",
            "Epoch: [55][630/663]\tTime 3.615 (0.819)\tData 3.286 (0.525)\tLoss 1.7430 (1.7877)\tPrec@1 32.422 (25.795)\tPrec@5 92.578 (91.138)\n",
            "Epoch: [55][640/663]\tTime 0.318 (0.815)\tData 0.004 (0.521)\tLoss 1.6602 (1.7873)\tPrec@1 30.078 (25.806)\tPrec@5 93.750 (91.142)\n",
            "Epoch: [55][650/663]\tTime 0.280 (0.816)\tData 0.014 (0.522)\tLoss 1.7345 (1.7871)\tPrec@1 25.781 (25.795)\tPrec@5 92.188 (91.136)\n",
            "Epoch: [55][660/663]\tTime 0.267 (0.810)\tData 0.000 (0.516)\tLoss 1.7482 (1.7875)\tPrec@1 22.266 (25.795)\tPrec@5 92.578 (91.127)\n",
            "Test: [0/166]\tTime 5.542 (5.542)\tLoss 2.2986 (2.2986)\tPrec@1 16.406 (16.406)\tPrec@5 72.656 (72.656)\n",
            "Test: [10/166]\tTime 0.335 (1.010)\tLoss 14.8601 (4.5105)\tPrec@1 0.000 (14.062)\tPrec@5 0.000 (61.044)\n",
            "Test: [20/166]\tTime 0.328 (0.869)\tLoss 14.5087 (9.2982)\tPrec@1 0.000 (7.366)\tPrec@5 0.000 (31.975)\n",
            "Test: [30/166]\tTime 2.920 (0.851)\tLoss 4.0907 (10.6417)\tPrec@1 10.547 (5.330)\tPrec@5 75.781 (24.105)\n",
            "Test: [40/166]\tTime 0.317 (0.786)\tLoss 2.2449 (8.5880)\tPrec@1 13.672 (7.117)\tPrec@5 90.625 (40.063)\n",
            "Test: [50/166]\tTime 0.329 (0.781)\tLoss 2.4165 (7.3572)\tPrec@1 8.984 (7.675)\tPrec@5 86.328 (49.441)\n",
            "Test: [60/166]\tTime 2.763 (0.787)\tLoss 2.3155 (6.5311)\tPrec@1 12.500 (8.152)\tPrec@5 91.797 (55.885)\n",
            "Test: [70/166]\tTime 0.324 (0.762)\tLoss 1.8636 (5.8980)\tPrec@1 1.562 (7.884)\tPrec@5 97.266 (61.323)\n",
            "Test: [80/166]\tTime 0.314 (0.768)\tLoss 1.7794 (5.3943)\tPrec@1 1.562 (7.224)\tPrec@5 98.047 (65.919)\n",
            "Test: [90/166]\tTime 2.837 (0.770)\tLoss 1.7259 (4.9976)\tPrec@1 3.125 (6.666)\tPrec@5 98.828 (69.531)\n",
            "Test: [100/166]\tTime 0.288 (0.747)\tLoss 1.7674 (4.6815)\tPrec@1 3.125 (6.211)\tPrec@5 98.438 (72.420)\n",
            "Test: [110/166]\tTime 0.337 (0.755)\tLoss 1.0832 (4.3846)\tPrec@1 82.812 (10.033)\tPrec@5 100.000 (74.863)\n",
            "Test: [120/166]\tTime 2.502 (0.757)\tLoss 0.9280 (4.1023)\tPrec@1 92.578 (16.619)\tPrec@5 100.000 (76.937)\n",
            "Test: [130/166]\tTime 0.333 (0.743)\tLoss 0.9718 (3.8663)\tPrec@1 95.703 (22.137)\tPrec@5 100.000 (78.692)\n",
            "Test: [140/166]\tTime 0.330 (0.745)\tLoss 1.9013 (3.6972)\tPrec@1 0.391 (23.734)\tPrec@5 98.828 (80.106)\n",
            "Test: [150/166]\tTime 2.824 (0.751)\tLoss 1.9339 (3.5794)\tPrec@1 0.000 (22.165)\tPrec@5 98.438 (81.307)\n",
            "Test: [160/166]\tTime 0.297 (0.737)\tLoss 2.0645 (3.4828)\tPrec@1 12.891 (21.298)\tPrec@5 88.281 (81.922)\n",
            " * Prec@1 20.915 Prec@5 81.332\n",
            "Epoch: [56][0/663]\tTime 5.211 (5.211)\tData 4.889 (4.889)\tLoss 1.7670 (1.7670)\tPrec@1 24.609 (24.609)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [56][10/663]\tTime 0.264 (1.023)\tData 0.000 (0.742)\tLoss 1.7522 (1.7794)\tPrec@1 29.297 (25.959)\tPrec@5 91.406 (91.264)\n",
            "Epoch: [56][20/663]\tTime 0.394 (0.992)\tData 0.000 (0.705)\tLoss 1.7470 (1.7847)\tPrec@1 26.953 (25.781)\tPrec@5 93.359 (91.295)\n",
            "Epoch: [56][30/663]\tTime 3.365 (0.951)\tData 3.025 (0.665)\tLoss 1.6983 (1.7731)\tPrec@1 30.469 (25.983)\tPrec@5 92.578 (91.494)\n",
            "Epoch: [56][40/663]\tTime 0.275 (0.857)\tData 0.000 (0.572)\tLoss 1.7074 (1.7796)\tPrec@1 31.641 (26.134)\tPrec@5 92.578 (91.340)\n",
            "Epoch: [56][50/663]\tTime 0.268 (0.861)\tData 0.000 (0.576)\tLoss 1.7218 (1.7798)\tPrec@1 31.250 (26.057)\tPrec@5 92.578 (91.376)\n",
            "Epoch: [56][60/663]\tTime 2.990 (0.867)\tData 2.685 (0.583)\tLoss 1.8037 (1.7805)\tPrec@1 26.172 (26.165)\tPrec@5 89.844 (91.361)\n",
            "Epoch: [56][70/663]\tTime 0.302 (0.832)\tData 0.000 (0.548)\tLoss 1.7545 (1.7781)\tPrec@1 25.781 (26.007)\tPrec@5 91.797 (91.472)\n",
            "Epoch: [56][80/663]\tTime 0.261 (0.836)\tData 0.000 (0.552)\tLoss 1.8325 (1.7779)\tPrec@1 27.734 (26.066)\tPrec@5 89.453 (91.440)\n",
            "Epoch: [56][90/663]\tTime 3.123 (0.840)\tData 2.794 (0.555)\tLoss 1.8421 (1.7796)\tPrec@1 26.562 (25.906)\tPrec@5 89.844 (91.376)\n",
            "Epoch: [56][100/663]\tTime 0.298 (0.815)\tData 0.000 (0.531)\tLoss 1.7315 (1.7784)\tPrec@1 26.953 (25.959)\tPrec@5 93.359 (91.406)\n",
            "Epoch: [56][110/663]\tTime 0.272 (0.819)\tData 0.000 (0.533)\tLoss 1.7582 (1.7769)\tPrec@1 26.172 (26.084)\tPrec@5 90.234 (91.424)\n",
            "Epoch: [56][120/663]\tTime 2.974 (0.820)\tData 2.660 (0.534)\tLoss 1.8357 (1.7789)\tPrec@1 22.656 (26.004)\tPrec@5 89.453 (91.309)\n",
            "Epoch: [56][130/663]\tTime 0.390 (0.800)\tData 0.000 (0.513)\tLoss 1.7719 (1.7797)\tPrec@1 28.125 (26.029)\tPrec@5 93.359 (91.287)\n",
            "Epoch: [56][140/663]\tTime 0.610 (0.806)\tData 0.340 (0.518)\tLoss 1.7870 (1.7805)\tPrec@1 29.688 (26.056)\tPrec@5 90.234 (91.254)\n",
            "Epoch: [56][150/663]\tTime 2.262 (0.806)\tData 1.954 (0.519)\tLoss 1.8348 (1.7818)\tPrec@1 25.781 (25.968)\tPrec@5 90.234 (91.225)\n",
            "Epoch: [56][160/663]\tTime 0.399 (0.797)\tData 0.000 (0.510)\tLoss 1.8541 (1.7843)\tPrec@1 24.219 (25.822)\tPrec@5 87.500 (91.149)\n",
            "Epoch: [56][170/663]\tTime 2.149 (0.804)\tData 1.785 (0.517)\tLoss 1.7970 (1.7845)\tPrec@1 23.047 (25.774)\tPrec@5 92.578 (91.150)\n",
            "Epoch: [56][180/663]\tTime 1.402 (0.799)\tData 1.125 (0.512)\tLoss 1.7523 (1.7841)\tPrec@1 24.609 (25.824)\tPrec@5 94.141 (91.162)\n",
            "Epoch: [56][190/663]\tTime 0.275 (0.797)\tData 0.004 (0.510)\tLoss 1.7023 (1.7829)\tPrec@1 26.562 (25.914)\tPrec@5 96.094 (91.194)\n",
            "Epoch: [56][200/663]\tTime 3.151 (0.801)\tData 2.847 (0.515)\tLoss 1.7580 (1.7832)\tPrec@1 31.250 (25.962)\tPrec@5 90.625 (91.169)\n",
            "Epoch: [56][210/663]\tTime 0.270 (0.791)\tData 0.000 (0.504)\tLoss 1.7940 (1.7834)\tPrec@1 26.562 (25.885)\tPrec@5 90.625 (91.130)\n",
            "Epoch: [56][220/663]\tTime 0.260 (0.795)\tData 0.000 (0.508)\tLoss 1.8123 (1.7843)\tPrec@1 23.438 (25.912)\tPrec@5 87.891 (91.083)\n",
            "Epoch: [56][230/663]\tTime 3.503 (0.802)\tData 3.168 (0.514)\tLoss 1.6977 (1.7832)\tPrec@1 31.641 (25.959)\tPrec@5 93.750 (91.115)\n",
            "Epoch: [56][240/663]\tTime 0.276 (0.795)\tData 0.000 (0.506)\tLoss 1.8049 (1.7826)\tPrec@1 23.047 (25.966)\tPrec@5 89.453 (91.110)\n",
            "Epoch: [56][250/663]\tTime 0.259 (0.804)\tData 0.000 (0.515)\tLoss 1.7738 (1.7824)\tPrec@1 21.094 (25.906)\tPrec@5 92.578 (91.129)\n",
            "Epoch: [56][260/663]\tTime 3.746 (0.811)\tData 3.356 (0.521)\tLoss 1.7666 (1.7837)\tPrec@1 32.031 (25.879)\tPrec@5 91.797 (91.072)\n",
            "Epoch: [56][270/663]\tTime 0.274 (0.804)\tData 0.000 (0.514)\tLoss 1.7850 (1.7840)\tPrec@1 21.875 (25.868)\tPrec@5 91.016 (91.063)\n",
            "Epoch: [56][280/663]\tTime 0.269 (0.809)\tData 0.000 (0.519)\tLoss 1.7338 (1.7835)\tPrec@1 32.812 (25.847)\tPrec@5 91.406 (91.084)\n",
            "Epoch: [56][290/663]\tTime 3.763 (0.815)\tData 3.442 (0.525)\tLoss 1.8065 (1.7840)\tPrec@1 26.172 (25.824)\tPrec@5 88.672 (91.068)\n",
            "Epoch: [56][300/663]\tTime 0.262 (0.809)\tData 0.000 (0.518)\tLoss 1.7793 (1.7834)\tPrec@1 24.219 (25.851)\tPrec@5 91.406 (91.074)\n",
            "Epoch: [56][310/663]\tTime 0.269 (0.813)\tData 0.000 (0.522)\tLoss 1.8529 (1.7828)\tPrec@1 25.781 (25.873)\tPrec@5 89.844 (91.087)\n",
            "Epoch: [56][320/663]\tTime 3.566 (0.817)\tData 3.242 (0.525)\tLoss 1.7415 (1.7828)\tPrec@1 25.391 (25.876)\tPrec@5 93.359 (91.081)\n",
            "Epoch: [56][330/663]\tTime 0.274 (0.810)\tData 0.000 (0.519)\tLoss 1.7911 (1.7825)\tPrec@1 29.688 (25.899)\tPrec@5 89.062 (91.078)\n",
            "Epoch: [56][340/663]\tTime 0.264 (0.812)\tData 0.000 (0.521)\tLoss 1.7862 (1.7832)\tPrec@1 25.781 (25.890)\tPrec@5 91.406 (91.035)\n",
            "Epoch: [56][350/663]\tTime 3.833 (0.815)\tData 3.508 (0.523)\tLoss 1.7396 (1.7825)\tPrec@1 29.297 (25.910)\tPrec@5 92.578 (91.037)\n",
            "Epoch: [56][360/663]\tTime 0.280 (0.811)\tData 0.000 (0.519)\tLoss 1.7548 (1.7826)\tPrec@1 29.297 (25.872)\tPrec@5 91.797 (91.057)\n",
            "Epoch: [56][370/663]\tTime 0.352 (0.815)\tData 0.000 (0.522)\tLoss 1.7249 (1.7821)\tPrec@1 25.781 (25.903)\tPrec@5 92.578 (91.068)\n",
            "Epoch: [56][380/663]\tTime 3.258 (0.817)\tData 2.934 (0.524)\tLoss 1.7077 (1.7815)\tPrec@1 27.344 (25.934)\tPrec@5 94.141 (91.063)\n",
            "Epoch: [56][390/663]\tTime 0.336 (0.812)\tData 0.000 (0.519)\tLoss 1.8031 (1.7818)\tPrec@1 23.047 (25.921)\tPrec@5 91.016 (91.053)\n",
            "Epoch: [56][400/663]\tTime 0.340 (0.814)\tData 0.000 (0.521)\tLoss 1.7234 (1.7816)\tPrec@1 29.297 (25.937)\tPrec@5 91.406 (91.036)\n",
            "Epoch: [56][410/663]\tTime 2.942 (0.816)\tData 2.615 (0.522)\tLoss 1.8352 (1.7819)\tPrec@1 26.953 (25.936)\tPrec@5 87.891 (91.038)\n",
            "Epoch: [56][420/663]\tTime 0.389 (0.811)\tData 0.000 (0.517)\tLoss 1.7806 (1.7809)\tPrec@1 30.078 (25.975)\tPrec@5 90.625 (91.047)\n",
            "Epoch: [56][430/663]\tTime 0.400 (0.813)\tData 0.000 (0.518)\tLoss 1.7816 (1.7805)\tPrec@1 26.562 (25.989)\tPrec@5 91.797 (91.066)\n",
            "Epoch: [56][440/663]\tTime 3.197 (0.815)\tData 2.863 (0.520)\tLoss 1.7380 (1.7806)\tPrec@1 26.172 (25.977)\tPrec@5 94.922 (91.066)\n",
            "Epoch: [56][450/663]\tTime 0.271 (0.811)\tData 0.000 (0.516)\tLoss 1.7956 (1.7808)\tPrec@1 26.172 (25.981)\tPrec@5 88.672 (91.031)\n",
            "Epoch: [56][460/663]\tTime 0.294 (0.812)\tData 0.000 (0.517)\tLoss 1.8237 (1.7809)\tPrec@1 21.875 (25.985)\tPrec@5 92.188 (91.025)\n",
            "Epoch: [56][470/663]\tTime 3.421 (0.815)\tData 3.020 (0.519)\tLoss 1.7410 (1.7808)\tPrec@1 28.516 (25.992)\tPrec@5 91.797 (91.028)\n",
            "Epoch: [56][480/663]\tTime 0.284 (0.810)\tData 0.000 (0.513)\tLoss 1.7461 (1.7805)\tPrec@1 21.484 (25.996)\tPrec@5 90.625 (91.008)\n",
            "Epoch: [56][490/663]\tTime 0.281 (0.811)\tData 0.000 (0.514)\tLoss 1.8510 (1.7808)\tPrec@1 22.656 (25.983)\tPrec@5 91.406 (91.020)\n",
            "Epoch: [56][500/663]\tTime 3.368 (0.813)\tData 3.030 (0.517)\tLoss 1.7967 (1.7805)\tPrec@1 26.562 (26.000)\tPrec@5 92.578 (91.034)\n",
            "Epoch: [56][510/663]\tTime 0.288 (0.810)\tData 0.000 (0.513)\tLoss 1.7333 (1.7805)\tPrec@1 28.125 (25.988)\tPrec@5 91.797 (91.040)\n",
            "Epoch: [56][520/663]\tTime 0.274 (0.810)\tData 0.000 (0.513)\tLoss 1.8366 (1.7811)\tPrec@1 24.609 (25.967)\tPrec@5 89.844 (91.025)\n",
            "Epoch: [56][530/663]\tTime 3.106 (0.812)\tData 2.661 (0.515)\tLoss 1.8556 (1.7819)\tPrec@1 26.172 (25.958)\tPrec@5 88.281 (91.004)\n",
            "Epoch: [56][540/663]\tTime 0.276 (0.808)\tData 0.000 (0.511)\tLoss 1.8882 (1.7823)\tPrec@1 25.391 (25.957)\tPrec@5 87.500 (90.998)\n",
            "Epoch: [56][550/663]\tTime 0.339 (0.810)\tData 0.005 (0.512)\tLoss 1.7486 (1.7826)\tPrec@1 28.906 (25.914)\tPrec@5 91.016 (90.999)\n",
            "Epoch: [56][560/663]\tTime 2.841 (0.811)\tData 2.526 (0.513)\tLoss 1.8182 (1.7828)\tPrec@1 22.266 (25.906)\tPrec@5 90.234 (90.995)\n",
            "Epoch: [56][570/663]\tTime 0.275 (0.807)\tData 0.000 (0.509)\tLoss 1.7519 (1.7828)\tPrec@1 24.609 (25.900)\tPrec@5 92.969 (90.999)\n",
            "Epoch: [56][580/663]\tTime 0.281 (0.809)\tData 0.000 (0.511)\tLoss 1.7750 (1.7830)\tPrec@1 20.312 (25.880)\tPrec@5 94.141 (91.002)\n",
            "Epoch: [56][590/663]\tTime 3.037 (0.810)\tData 2.725 (0.513)\tLoss 1.8249 (1.7832)\tPrec@1 22.656 (25.867)\tPrec@5 91.016 (91.000)\n",
            "Epoch: [56][600/663]\tTime 0.364 (0.807)\tData 0.000 (0.509)\tLoss 1.7639 (1.7831)\tPrec@1 28.125 (25.863)\tPrec@5 91.016 (91.007)\n",
            "Epoch: [56][610/663]\tTime 0.275 (0.808)\tData 0.000 (0.511)\tLoss 1.8123 (1.7831)\tPrec@1 29.297 (25.853)\tPrec@5 89.062 (91.014)\n",
            "Epoch: [56][620/663]\tTime 3.397 (0.809)\tData 3.077 (0.512)\tLoss 1.7917 (1.7833)\tPrec@1 30.469 (25.849)\tPrec@5 89.062 (91.023)\n",
            "Epoch: [56][630/663]\tTime 0.300 (0.806)\tData 0.000 (0.509)\tLoss 1.6554 (1.7834)\tPrec@1 33.203 (25.858)\tPrec@5 94.922 (91.019)\n",
            "Epoch: [56][640/663]\tTime 0.346 (0.807)\tData 0.000 (0.510)\tLoss 1.7485 (1.7834)\tPrec@1 25.781 (25.864)\tPrec@5 91.797 (91.028)\n",
            "Epoch: [56][650/663]\tTime 3.237 (0.809)\tData 2.935 (0.511)\tLoss 1.7222 (1.7834)\tPrec@1 27.344 (25.862)\tPrec@5 94.531 (91.034)\n",
            "Epoch: [56][660/663]\tTime 0.264 (0.801)\tData 0.000 (0.504)\tLoss 1.7707 (1.7833)\tPrec@1 25.391 (25.876)\tPrec@5 91.016 (91.037)\n",
            "Test: [0/166]\tTime 4.753 (4.753)\tLoss 2.4679 (2.4679)\tPrec@1 12.109 (12.109)\tPrec@5 85.156 (85.156)\n",
            "Test: [10/166]\tTime 0.340 (0.968)\tLoss 15.1760 (4.7202)\tPrec@1 0.000 (9.553)\tPrec@5 0.000 (70.490)\n",
            "Test: [20/166]\tTime 0.330 (0.898)\tLoss 14.8526 (9.5578)\tPrec@1 0.000 (5.004)\tPrec@5 0.000 (36.923)\n",
            "Test: [30/166]\tTime 2.972 (0.864)\tLoss 5.5901 (10.9564)\tPrec@1 0.000 (3.390)\tPrec@5 62.500 (27.029)\n",
            "Test: [40/166]\tTime 0.335 (0.788)\tLoss 3.8093 (9.2012)\tPrec@1 0.000 (2.563)\tPrec@5 72.266 (37.252)\n",
            "Test: [50/166]\tTime 0.325 (0.782)\tLoss 3.9216 (8.1368)\tPrec@1 0.000 (2.060)\tPrec@5 69.531 (43.559)\n",
            "Test: [60/166]\tTime 2.560 (0.784)\tLoss 3.9005 (7.4328)\tPrec@1 0.000 (1.723)\tPrec@5 78.125 (47.842)\n",
            "Test: [70/166]\tTime 0.349 (0.758)\tLoss 1.1551 (6.7035)\tPrec@1 62.109 (6.789)\tPrec@5 99.219 (53.433)\n",
            "Test: [80/166]\tTime 0.339 (0.763)\tLoss 1.1166 (6.0185)\tPrec@1 63.672 (13.416)\tPrec@5 99.609 (59.158)\n",
            "Test: [90/166]\tTime 2.324 (0.769)\tLoss 1.1165 (5.4840)\tPrec@1 62.109 (18.432)\tPrec@5 100.000 (63.625)\n",
            "Test: [100/166]\tTime 0.314 (0.749)\tLoss 1.1415 (5.0561)\tPrec@1 62.500 (22.656)\tPrec@5 100.000 (67.203)\n",
            "Test: [110/166]\tTime 0.366 (0.753)\tLoss 1.3857 (4.7153)\tPrec@1 9.766 (23.606)\tPrec@5 99.609 (70.122)\n",
            "Test: [120/166]\tTime 2.543 (0.755)\tLoss 1.2474 (4.4322)\tPrec@1 21.484 (23.086)\tPrec@5 100.000 (72.585)\n",
            "Test: [130/166]\tTime 0.432 (0.744)\tLoss 1.2817 (4.1945)\tPrec@1 16.016 (22.528)\tPrec@5 100.000 (74.663)\n",
            "Test: [140/166]\tTime 0.338 (0.744)\tLoss 1.3827 (3.9950)\tPrec@1 40.234 (22.795)\tPrec@5 100.000 (76.454)\n",
            "Test: [150/166]\tTime 2.519 (0.746)\tLoss 1.4123 (3.8238)\tPrec@1 30.469 (23.867)\tPrec@5 100.000 (78.014)\n",
            "Test: [160/166]\tTime 0.312 (0.728)\tLoss 2.8130 (3.7329)\tPrec@1 0.000 (23.158)\tPrec@5 74.219 (78.445)\n",
            " * Prec@1 22.626 Prec@5 78.251\n",
            "Epoch: [57][0/663]\tTime 5.454 (5.454)\tData 5.110 (5.110)\tLoss 1.7938 (1.7938)\tPrec@1 26.562 (26.562)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [57][10/663]\tTime 0.277 (1.096)\tData 0.000 (0.809)\tLoss 1.8253 (1.7984)\tPrec@1 26.562 (25.533)\tPrec@5 91.406 (90.803)\n",
            "Epoch: [57][20/663]\tTime 0.415 (0.995)\tData 0.132 (0.709)\tLoss 1.8300 (1.7958)\tPrec@1 25.000 (25.093)\tPrec@5 90.625 (91.016)\n",
            "Epoch: [57][30/663]\tTime 3.125 (0.962)\tData 2.789 (0.676)\tLoss 1.7772 (1.7922)\tPrec@1 26.172 (25.151)\tPrec@5 91.797 (91.116)\n",
            "Epoch: [57][40/663]\tTime 0.267 (0.890)\tData 0.001 (0.604)\tLoss 1.7246 (1.7837)\tPrec@1 25.781 (25.667)\tPrec@5 94.141 (91.225)\n",
            "Epoch: [57][50/663]\tTime 1.660 (0.902)\tData 1.396 (0.615)\tLoss 1.8592 (1.7791)\tPrec@1 26.562 (26.164)\tPrec@5 88.281 (91.330)\n",
            "Epoch: [57][60/663]\tTime 1.004 (0.871)\tData 0.706 (0.583)\tLoss 1.7812 (1.7761)\tPrec@1 28.906 (26.095)\tPrec@5 90.625 (91.445)\n",
            "Epoch: [57][70/663]\tTime 0.326 (0.875)\tData 0.000 (0.587)\tLoss 1.7824 (1.7765)\tPrec@1 22.266 (26.073)\tPrec@5 93.359 (91.395)\n",
            "Epoch: [57][80/663]\tTime 3.281 (0.881)\tData 2.961 (0.592)\tLoss 1.7385 (1.7795)\tPrec@1 27.734 (26.013)\tPrec@5 90.625 (91.271)\n",
            "Epoch: [57][90/663]\tTime 0.272 (0.852)\tData 0.000 (0.563)\tLoss 1.8246 (1.7816)\tPrec@1 26.562 (25.867)\tPrec@5 88.281 (91.217)\n",
            "Epoch: [57][100/663]\tTime 0.264 (0.861)\tData 0.000 (0.571)\tLoss 1.8153 (1.7867)\tPrec@1 22.266 (25.596)\tPrec@5 91.016 (91.170)\n",
            "Epoch: [57][110/663]\tTime 3.784 (0.868)\tData 3.479 (0.578)\tLoss 1.7241 (1.7866)\tPrec@1 22.266 (25.500)\tPrec@5 93.359 (91.174)\n",
            "Epoch: [57][120/663]\tTime 0.273 (0.845)\tData 0.000 (0.554)\tLoss 1.8446 (1.7883)\tPrec@1 20.312 (25.539)\tPrec@5 87.500 (91.177)\n",
            "Epoch: [57][130/663]\tTime 0.293 (0.849)\tData 0.000 (0.557)\tLoss 1.7536 (1.7889)\tPrec@1 26.562 (25.522)\tPrec@5 92.969 (91.168)\n",
            "Epoch: [57][140/663]\tTime 3.397 (0.853)\tData 3.045 (0.561)\tLoss 1.8391 (1.7919)\tPrec@1 20.312 (25.313)\tPrec@5 91.406 (91.151)\n",
            "Epoch: [57][150/663]\tTime 0.271 (0.837)\tData 0.002 (0.545)\tLoss 1.8016 (1.7938)\tPrec@1 27.344 (25.354)\tPrec@5 90.625 (91.104)\n",
            "Epoch: [57][160/663]\tTime 0.285 (0.840)\tData 0.000 (0.548)\tLoss 1.7538 (1.7928)\tPrec@1 28.906 (25.437)\tPrec@5 92.578 (91.159)\n",
            "Epoch: [57][170/663]\tTime 2.959 (0.843)\tData 2.640 (0.551)\tLoss 1.7849 (1.7921)\tPrec@1 25.391 (25.441)\tPrec@5 91.016 (91.166)\n",
            "Epoch: [57][180/663]\tTime 0.280 (0.831)\tData 0.000 (0.539)\tLoss 1.8963 (1.7940)\tPrec@1 24.219 (25.425)\tPrec@5 88.281 (91.119)\n",
            "Epoch: [57][190/663]\tTime 0.271 (0.835)\tData 0.000 (0.543)\tLoss 1.7659 (1.7935)\tPrec@1 27.344 (25.468)\tPrec@5 92.969 (91.122)\n",
            "Epoch: [57][200/663]\tTime 3.338 (0.839)\tData 2.997 (0.546)\tLoss 1.7741 (1.7939)\tPrec@1 25.000 (25.410)\tPrec@5 92.969 (91.130)\n",
            "Epoch: [57][210/663]\tTime 0.275 (0.828)\tData 0.000 (0.536)\tLoss 1.7418 (1.7939)\tPrec@1 23.828 (25.422)\tPrec@5 93.750 (91.130)\n",
            "Epoch: [57][220/663]\tTime 0.287 (0.831)\tData 0.000 (0.539)\tLoss 1.6758 (1.7926)\tPrec@1 29.297 (25.456)\tPrec@5 94.141 (91.141)\n",
            "Epoch: [57][230/663]\tTime 2.955 (0.834)\tData 2.608 (0.542)\tLoss 1.7818 (1.7929)\tPrec@1 26.172 (25.418)\tPrec@5 91.406 (91.119)\n",
            "Epoch: [57][240/663]\tTime 0.276 (0.824)\tData 0.001 (0.533)\tLoss 1.7842 (1.7926)\tPrec@1 24.219 (25.467)\tPrec@5 91.016 (91.129)\n",
            "Epoch: [57][250/663]\tTime 0.276 (0.827)\tData 0.000 (0.534)\tLoss 1.7059 (1.7922)\tPrec@1 25.781 (25.496)\tPrec@5 91.016 (91.134)\n",
            "Epoch: [57][260/663]\tTime 3.223 (0.829)\tData 2.913 (0.535)\tLoss 1.8558 (1.7925)\tPrec@1 22.656 (25.498)\tPrec@5 88.281 (91.135)\n",
            "Epoch: [57][270/663]\tTime 0.278 (0.819)\tData 0.002 (0.526)\tLoss 1.7993 (1.7929)\tPrec@1 23.438 (25.467)\tPrec@5 90.625 (91.134)\n",
            "Epoch: [57][280/663]\tTime 0.331 (0.823)\tData 0.000 (0.529)\tLoss 1.7368 (1.7921)\tPrec@1 22.266 (25.492)\tPrec@5 93.750 (91.162)\n",
            "Epoch: [57][290/663]\tTime 3.428 (0.827)\tData 3.116 (0.533)\tLoss 1.8370 (1.7931)\tPrec@1 23.438 (25.452)\tPrec@5 89.844 (91.122)\n",
            "Epoch: [57][300/663]\tTime 0.299 (0.822)\tData 0.000 (0.528)\tLoss 1.8139 (1.7929)\tPrec@1 23.047 (25.413)\tPrec@5 92.578 (91.125)\n",
            "Epoch: [57][310/663]\tTime 0.267 (0.825)\tData 0.000 (0.531)\tLoss 1.6966 (1.7922)\tPrec@1 27.734 (25.426)\tPrec@5 94.141 (91.130)\n",
            "Epoch: [57][320/663]\tTime 3.610 (0.830)\tData 3.288 (0.536)\tLoss 1.7266 (1.7923)\tPrec@1 27.734 (25.423)\tPrec@5 93.359 (91.128)\n",
            "Epoch: [57][330/663]\tTime 0.326 (0.825)\tData 0.000 (0.530)\tLoss 1.8143 (1.7924)\tPrec@1 26.953 (25.437)\tPrec@5 91.016 (91.123)\n",
            "Epoch: [57][340/663]\tTime 0.280 (0.826)\tData 0.005 (0.531)\tLoss 1.8211 (1.7925)\tPrec@1 20.703 (25.436)\tPrec@5 91.797 (91.102)\n",
            "Epoch: [57][350/663]\tTime 3.312 (0.828)\tData 3.010 (0.533)\tLoss 1.7591 (1.7922)\tPrec@1 23.828 (25.408)\tPrec@5 92.969 (91.114)\n",
            "Epoch: [57][360/663]\tTime 0.333 (0.822)\tData 0.000 (0.527)\tLoss 1.7340 (1.7917)\tPrec@1 28.125 (25.421)\tPrec@5 92.188 (91.121)\n",
            "Epoch: [57][370/663]\tTime 0.276 (0.824)\tData 0.002 (0.528)\tLoss 1.8566 (1.7918)\tPrec@1 24.219 (25.407)\tPrec@5 91.016 (91.135)\n",
            "Epoch: [57][380/663]\tTime 3.404 (0.825)\tData 3.096 (0.529)\tLoss 1.7006 (1.7916)\tPrec@1 26.953 (25.484)\tPrec@5 94.922 (91.127)\n",
            "Epoch: [57][390/663]\tTime 0.317 (0.819)\tData 0.000 (0.524)\tLoss 1.7295 (1.7909)\tPrec@1 26.562 (25.500)\tPrec@5 93.359 (91.156)\n",
            "Epoch: [57][400/663]\tTime 0.266 (0.822)\tData 0.000 (0.526)\tLoss 1.7896 (1.7908)\tPrec@1 25.391 (25.515)\tPrec@5 89.453 (91.152)\n",
            "Epoch: [57][410/663]\tTime 3.725 (0.825)\tData 3.416 (0.529)\tLoss 1.8070 (1.7910)\tPrec@1 28.125 (25.502)\tPrec@5 91.797 (91.166)\n",
            "Epoch: [57][420/663]\tTime 0.350 (0.819)\tData 0.000 (0.523)\tLoss 1.8043 (1.7917)\tPrec@1 31.641 (25.476)\tPrec@5 89.062 (91.153)\n",
            "Epoch: [57][430/663]\tTime 0.276 (0.820)\tData 0.001 (0.524)\tLoss 1.9290 (1.7922)\tPrec@1 25.391 (25.493)\tPrec@5 90.234 (91.167)\n",
            "Epoch: [57][440/663]\tTime 3.748 (0.823)\tData 3.416 (0.527)\tLoss 1.8184 (1.7932)\tPrec@1 21.484 (25.455)\tPrec@5 90.234 (91.127)\n",
            "Epoch: [57][450/663]\tTime 0.284 (0.817)\tData 0.000 (0.521)\tLoss 1.7499 (1.7933)\tPrec@1 24.609 (25.449)\tPrec@5 91.406 (91.130)\n",
            "Epoch: [57][460/663]\tTime 0.264 (0.819)\tData 0.000 (0.524)\tLoss 1.8229 (1.7930)\tPrec@1 26.562 (25.478)\tPrec@5 88.672 (91.123)\n",
            "Epoch: [57][470/663]\tTime 3.259 (0.821)\tData 2.911 (0.525)\tLoss 1.7464 (1.7927)\tPrec@1 27.344 (25.497)\tPrec@5 92.578 (91.125)\n",
            "Epoch: [57][480/663]\tTime 0.269 (0.816)\tData 0.000 (0.520)\tLoss 1.7512 (1.7931)\tPrec@1 24.609 (25.474)\tPrec@5 94.141 (91.115)\n",
            "Epoch: [57][490/663]\tTime 0.275 (0.817)\tData 0.001 (0.522)\tLoss 1.7128 (1.7930)\tPrec@1 30.078 (25.522)\tPrec@5 92.188 (91.110)\n",
            "Epoch: [57][500/663]\tTime 2.367 (0.818)\tData 2.055 (0.522)\tLoss 1.9369 (1.7935)\tPrec@1 20.312 (25.521)\tPrec@5 88.281 (91.085)\n",
            "Epoch: [57][510/663]\tTime 0.320 (0.815)\tData 0.000 (0.519)\tLoss 1.7943 (1.7931)\tPrec@1 23.828 (25.539)\tPrec@5 91.797 (91.099)\n",
            "Epoch: [57][520/663]\tTime 0.269 (0.817)\tData 0.000 (0.521)\tLoss 1.7046 (1.7925)\tPrec@1 32.031 (25.545)\tPrec@5 92.578 (91.107)\n",
            "Epoch: [57][530/663]\tTime 3.699 (0.819)\tData 3.357 (0.524)\tLoss 1.8157 (1.7921)\tPrec@1 22.266 (25.555)\tPrec@5 88.281 (91.113)\n",
            "Epoch: [57][540/663]\tTime 0.281 (0.815)\tData 0.000 (0.519)\tLoss 1.6852 (1.7916)\tPrec@1 33.984 (25.586)\tPrec@5 92.578 (91.119)\n",
            "Epoch: [57][550/663]\tTime 0.275 (0.817)\tData 0.000 (0.522)\tLoss 1.7992 (1.7913)\tPrec@1 26.172 (25.615)\tPrec@5 89.062 (91.109)\n",
            "Epoch: [57][560/663]\tTime 3.619 (0.818)\tData 3.323 (0.523)\tLoss 1.9021 (1.7908)\tPrec@1 21.875 (25.641)\tPrec@5 89.062 (91.123)\n",
            "Epoch: [57][570/663]\tTime 0.417 (0.815)\tData 0.003 (0.520)\tLoss 1.8930 (1.7912)\tPrec@1 21.875 (25.635)\tPrec@5 89.062 (91.131)\n",
            "Epoch: [57][580/663]\tTime 0.274 (0.816)\tData 0.000 (0.521)\tLoss 1.8485 (1.7914)\tPrec@1 29.297 (25.631)\tPrec@5 90.234 (91.134)\n",
            "Epoch: [57][590/663]\tTime 3.218 (0.818)\tData 2.897 (0.523)\tLoss 1.7919 (1.7919)\tPrec@1 26.953 (25.627)\tPrec@5 86.719 (91.117)\n",
            "Epoch: [57][600/663]\tTime 0.278 (0.815)\tData 0.000 (0.520)\tLoss 1.7828 (1.7922)\tPrec@1 27.344 (25.619)\tPrec@5 89.453 (91.109)\n",
            "Epoch: [57][610/663]\tTime 0.277 (0.816)\tData 0.004 (0.521)\tLoss 1.8170 (1.7928)\tPrec@1 29.688 (25.635)\tPrec@5 89.453 (91.090)\n",
            "Epoch: [57][620/663]\tTime 3.142 (0.818)\tData 2.706 (0.523)\tLoss 1.7623 (1.7925)\tPrec@1 27.734 (25.650)\tPrec@5 92.188 (91.104)\n",
            "Epoch: [57][630/663]\tTime 0.289 (0.815)\tData 0.000 (0.520)\tLoss 1.7974 (1.7923)\tPrec@1 22.656 (25.661)\tPrec@5 87.891 (91.092)\n",
            "Epoch: [57][640/663]\tTime 0.280 (0.816)\tData 0.000 (0.521)\tLoss 1.7746 (1.7919)\tPrec@1 25.000 (25.654)\tPrec@5 92.188 (91.100)\n",
            "Epoch: [57][650/663]\tTime 3.351 (0.818)\tData 2.998 (0.522)\tLoss 1.7838 (1.7914)\tPrec@1 25.781 (25.689)\tPrec@5 89.453 (91.101)\n",
            "Epoch: [57][660/663]\tTime 0.261 (0.810)\tData 0.000 (0.515)\tLoss 1.8021 (1.7913)\tPrec@1 25.391 (25.693)\tPrec@5 89.453 (91.094)\n",
            "Test: [0/166]\tTime 4.959 (4.959)\tLoss 2.2268 (2.2268)\tPrec@1 30.859 (30.859)\tPrec@5 75.000 (75.000)\n",
            "Test: [10/166]\tTime 0.357 (0.978)\tLoss 14.6225 (4.4082)\tPrec@1 0.000 (24.503)\tPrec@5 0.000 (59.517)\n",
            "Test: [20/166]\tTime 0.339 (0.881)\tLoss 14.3099 (9.1369)\tPrec@1 0.000 (12.835)\tPrec@5 0.000 (31.176)\n",
            "Test: [30/166]\tTime 2.467 (0.859)\tLoss 4.5731 (10.4838)\tPrec@1 0.391 (8.707)\tPrec@5 71.094 (23.412)\n",
            "Test: [40/166]\tTime 0.319 (0.784)\tLoss 2.7412 (8.5904)\tPrec@1 0.391 (6.774)\tPrec@5 83.203 (37.557)\n",
            "Test: [50/166]\tTime 0.334 (0.781)\tLoss 2.9047 (7.4494)\tPrec@1 0.781 (5.576)\tPrec@5 80.859 (46.170)\n",
            "Test: [60/166]\tTime 2.750 (0.787)\tLoss 2.8295 (6.6887)\tPrec@1 0.391 (4.745)\tPrec@5 86.328 (52.184)\n",
            "Test: [70/166]\tTime 0.327 (0.759)\tLoss 1.8997 (6.0656)\tPrec@1 3.516 (4.517)\tPrec@5 96.094 (57.614)\n",
            "Test: [80/166]\tTime 0.326 (0.768)\tLoss 1.8181 (5.5480)\tPrec@1 4.297 (4.533)\tPrec@5 97.266 (62.587)\n",
            "Test: [90/166]\tTime 2.568 (0.775)\tLoss 1.7753 (5.1403)\tPrec@1 5.859 (4.537)\tPrec@5 97.656 (66.471)\n",
            "Test: [100/166]\tTime 0.332 (0.762)\tLoss 1.8208 (4.8148)\tPrec@1 7.812 (4.579)\tPrec@5 97.656 (69.554)\n",
            "Test: [110/166]\tTime 0.943 (0.769)\tLoss 1.1234 (4.5099)\tPrec@1 78.516 (8.460)\tPrec@5 100.000 (72.223)\n",
            "Test: [120/166]\tTime 2.771 (0.769)\tLoss 0.9777 (4.2217)\tPrec@1 88.672 (14.824)\tPrec@5 100.000 (74.516)\n",
            "Test: [130/166]\tTime 0.339 (0.755)\tLoss 1.0428 (3.9806)\tPrec@1 88.281 (20.041)\tPrec@5 100.000 (76.455)\n",
            "Test: [140/166]\tTime 0.331 (0.757)\tLoss 1.8410 (3.8038)\tPrec@1 0.000 (21.609)\tPrec@5 98.438 (77.992)\n",
            "Test: [150/166]\tTime 2.839 (0.760)\tLoss 1.8802 (3.6762)\tPrec@1 0.000 (20.191)\tPrec@5 98.828 (79.328)\n",
            "Test: [160/166]\tTime 0.318 (0.747)\tLoss 1.8406 (3.5635)\tPrec@1 25.781 (19.958)\tPrec@5 92.578 (80.190)\n",
            " * Prec@1 19.698 Prec@5 79.844\n",
            "Epoch: [58][0/663]\tTime 5.289 (5.289)\tData 4.961 (4.961)\tLoss 1.8233 (1.8233)\tPrec@1 24.609 (24.609)\tPrec@5 91.406 (91.406)\n",
            "Epoch: [58][10/663]\tTime 0.270 (1.089)\tData 0.001 (0.796)\tLoss 1.8211 (1.7710)\tPrec@1 21.875 (25.675)\tPrec@5 90.234 (91.335)\n",
            "Epoch: [58][20/663]\tTime 0.259 (1.004)\tData 0.000 (0.715)\tLoss 1.7835 (1.7761)\tPrec@1 27.344 (25.446)\tPrec@5 92.188 (91.611)\n",
            "Epoch: [58][30/663]\tTime 3.056 (0.967)\tData 2.712 (0.679)\tLoss 1.7483 (1.7787)\tPrec@1 26.172 (25.743)\tPrec@5 91.797 (91.520)\n",
            "Epoch: [58][40/663]\tTime 0.282 (0.877)\tData 0.000 (0.591)\tLoss 1.7882 (1.7797)\tPrec@1 23.438 (25.896)\tPrec@5 92.578 (91.502)\n",
            "Epoch: [58][50/663]\tTime 0.271 (0.876)\tData 0.000 (0.592)\tLoss 1.8662 (1.7786)\tPrec@1 20.703 (25.973)\tPrec@5 93.359 (91.521)\n",
            "Epoch: [58][60/663]\tTime 1.867 (0.870)\tData 1.560 (0.586)\tLoss 1.7244 (1.7812)\tPrec@1 32.031 (25.999)\tPrec@5 91.016 (91.457)\n",
            "Epoch: [58][70/663]\tTime 0.375 (0.835)\tData 0.100 (0.550)\tLoss 1.7759 (1.7864)\tPrec@1 23.438 (25.831)\tPrec@5 92.188 (91.423)\n",
            "Epoch: [58][80/663]\tTime 0.274 (0.856)\tData 0.000 (0.572)\tLoss 1.7892 (1.7889)\tPrec@1 23.047 (25.603)\tPrec@5 89.844 (91.339)\n",
            "Epoch: [58][90/663]\tTime 1.429 (0.839)\tData 1.168 (0.556)\tLoss 1.8209 (1.7869)\tPrec@1 21.875 (25.592)\tPrec@5 91.016 (91.325)\n",
            "Epoch: [58][100/663]\tTime 0.266 (0.830)\tData 0.000 (0.547)\tLoss 1.7767 (1.7854)\tPrec@1 27.344 (25.677)\tPrec@5 91.797 (91.379)\n",
            "Epoch: [58][110/663]\tTime 0.277 (0.833)\tData 0.000 (0.550)\tLoss 1.7949 (1.7832)\tPrec@1 26.172 (25.665)\tPrec@5 89.062 (91.445)\n",
            "Epoch: [58][120/663]\tTime 2.226 (0.829)\tData 1.912 (0.545)\tLoss 1.8492 (1.7838)\tPrec@1 25.000 (25.730)\tPrec@5 89.844 (91.390)\n",
            "Epoch: [58][130/663]\tTime 0.283 (0.816)\tData 0.000 (0.532)\tLoss 1.8226 (1.7858)\tPrec@1 21.484 (25.570)\tPrec@5 89.844 (91.344)\n",
            "Epoch: [58][140/663]\tTime 0.318 (0.822)\tData 0.002 (0.537)\tLoss 1.8116 (1.7864)\tPrec@1 25.781 (25.651)\tPrec@5 89.062 (91.287)\n",
            "Epoch: [58][150/663]\tTime 3.353 (0.826)\tData 3.034 (0.542)\tLoss 1.7563 (1.7877)\tPrec@1 25.391 (25.590)\tPrec@5 89.844 (91.243)\n",
            "Epoch: [58][160/663]\tTime 0.264 (0.812)\tData 0.000 (0.527)\tLoss 1.8712 (1.7880)\tPrec@1 25.781 (25.660)\tPrec@5 85.938 (91.193)\n",
            "Epoch: [58][170/663]\tTime 0.282 (0.818)\tData 0.000 (0.532)\tLoss 1.7400 (1.7878)\tPrec@1 23.438 (25.710)\tPrec@5 94.141 (91.205)\n",
            "Epoch: [58][180/663]\tTime 3.684 (0.825)\tData 3.347 (0.539)\tLoss 1.7836 (1.7879)\tPrec@1 25.391 (25.665)\tPrec@5 91.406 (91.190)\n",
            "Epoch: [58][190/663]\tTime 0.269 (0.812)\tData 0.000 (0.526)\tLoss 1.8250 (1.7876)\tPrec@1 23.828 (25.622)\tPrec@5 88.672 (91.173)\n",
            "Epoch: [58][200/663]\tTime 0.276 (0.815)\tData 0.000 (0.529)\tLoss 1.8148 (1.7877)\tPrec@1 25.781 (25.595)\tPrec@5 89.453 (91.157)\n",
            "Epoch: [58][210/663]\tTime 3.143 (0.818)\tData 2.824 (0.532)\tLoss 1.7994 (1.7886)\tPrec@1 27.344 (25.576)\tPrec@5 91.406 (91.138)\n",
            "Epoch: [58][220/663]\tTime 0.281 (0.808)\tData 0.003 (0.522)\tLoss 1.8238 (1.7889)\tPrec@1 23.828 (25.472)\tPrec@5 91.016 (91.205)\n",
            "Epoch: [58][230/663]\tTime 0.333 (0.813)\tData 0.000 (0.527)\tLoss 1.8370 (1.7895)\tPrec@1 23.047 (25.453)\tPrec@5 89.844 (91.163)\n",
            "Epoch: [58][240/663]\tTime 3.507 (0.815)\tData 3.081 (0.528)\tLoss 1.7548 (1.7901)\tPrec@1 23.438 (25.395)\tPrec@5 95.312 (91.162)\n",
            "Epoch: [58][250/663]\tTime 0.271 (0.806)\tData 0.000 (0.518)\tLoss 1.7065 (1.7901)\tPrec@1 29.688 (25.434)\tPrec@5 94.922 (91.146)\n",
            "Epoch: [58][260/663]\tTime 0.401 (0.809)\tData 0.000 (0.520)\tLoss 1.7538 (1.7898)\tPrec@1 22.266 (25.434)\tPrec@5 92.578 (91.149)\n",
            "Epoch: [58][270/663]\tTime 3.300 (0.811)\tData 2.970 (0.522)\tLoss 1.8310 (1.7900)\tPrec@1 24.609 (25.405)\tPrec@5 90.625 (91.157)\n",
            "Epoch: [58][280/663]\tTime 0.278 (0.803)\tData 0.000 (0.514)\tLoss 1.7665 (1.7901)\tPrec@1 26.953 (25.398)\tPrec@5 93.750 (91.178)\n",
            "Epoch: [58][290/663]\tTime 0.280 (0.806)\tData 0.000 (0.518)\tLoss 1.8363 (1.7901)\tPrec@1 24.609 (25.388)\tPrec@5 90.234 (91.186)\n",
            "Epoch: [58][300/663]\tTime 4.156 (0.811)\tData 3.820 (0.522)\tLoss 1.7069 (1.7889)\tPrec@1 29.688 (25.450)\tPrec@5 93.750 (91.190)\n",
            "Epoch: [58][310/663]\tTime 0.280 (0.806)\tData 0.000 (0.518)\tLoss 1.8446 (1.7892)\tPrec@1 24.609 (25.447)\tPrec@5 91.406 (91.160)\n",
            "Epoch: [58][320/663]\tTime 0.413 (0.809)\tData 0.000 (0.520)\tLoss 1.7893 (1.7885)\tPrec@1 26.953 (25.450)\tPrec@5 88.672 (91.143)\n",
            "Epoch: [58][330/663]\tTime 3.775 (0.815)\tData 3.456 (0.525)\tLoss 1.8579 (1.7879)\tPrec@1 24.219 (25.461)\tPrec@5 90.234 (91.158)\n",
            "Epoch: [58][340/663]\tTime 0.287 (0.808)\tData 0.000 (0.519)\tLoss 1.8073 (1.7873)\tPrec@1 25.000 (25.483)\tPrec@5 92.188 (91.158)\n",
            "Epoch: [58][350/663]\tTime 0.267 (0.813)\tData 0.000 (0.523)\tLoss 1.9084 (1.7866)\tPrec@1 23.047 (25.505)\tPrec@5 87.109 (91.154)\n",
            "Epoch: [58][360/663]\tTime 3.177 (0.816)\tData 2.871 (0.526)\tLoss 1.6402 (1.7858)\tPrec@1 28.516 (25.533)\tPrec@5 96.094 (91.161)\n",
            "Epoch: [58][370/663]\tTime 0.279 (0.811)\tData 0.000 (0.521)\tLoss 1.7476 (1.7857)\tPrec@1 21.094 (25.558)\tPrec@5 94.141 (91.167)\n",
            "Epoch: [58][380/663]\tTime 0.337 (0.814)\tData 0.000 (0.524)\tLoss 1.7951 (1.7860)\tPrec@1 23.047 (25.554)\tPrec@5 90.625 (91.175)\n",
            "Epoch: [58][390/663]\tTime 3.411 (0.818)\tData 3.103 (0.527)\tLoss 1.8887 (1.7862)\tPrec@1 23.047 (25.541)\tPrec@5 91.797 (91.187)\n",
            "Epoch: [58][400/663]\tTime 0.291 (0.813)\tData 0.002 (0.521)\tLoss 1.8086 (1.7863)\tPrec@1 22.656 (25.534)\tPrec@5 91.406 (91.189)\n",
            "Epoch: [58][410/663]\tTime 0.264 (0.816)\tData 0.000 (0.524)\tLoss 1.7506 (1.7862)\tPrec@1 24.609 (25.546)\tPrec@5 92.969 (91.199)\n",
            "Epoch: [58][420/663]\tTime 3.477 (0.820)\tData 3.129 (0.528)\tLoss 1.7285 (1.7858)\tPrec@1 28.516 (25.546)\tPrec@5 92.969 (91.234)\n",
            "Epoch: [58][430/663]\tTime 0.268 (0.814)\tData 0.000 (0.523)\tLoss 1.8982 (1.7864)\tPrec@1 28.125 (25.535)\tPrec@5 88.281 (91.202)\n",
            "Epoch: [58][440/663]\tTime 0.288 (0.816)\tData 0.002 (0.525)\tLoss 1.8345 (1.7865)\tPrec@1 25.781 (25.534)\tPrec@5 88.281 (91.198)\n",
            "Epoch: [58][450/663]\tTime 3.020 (0.818)\tData 2.718 (0.526)\tLoss 1.7943 (1.7871)\tPrec@1 25.000 (25.520)\tPrec@5 91.016 (91.174)\n",
            "Epoch: [58][460/663]\tTime 0.339 (0.814)\tData 0.002 (0.521)\tLoss 1.7944 (1.7868)\tPrec@1 23.828 (25.547)\tPrec@5 92.969 (91.184)\n",
            "Epoch: [58][470/663]\tTime 0.259 (0.817)\tData 0.000 (0.524)\tLoss 1.7775 (1.7871)\tPrec@1 27.344 (25.544)\tPrec@5 90.625 (91.172)\n",
            "Epoch: [58][480/663]\tTime 3.818 (0.818)\tData 3.518 (0.526)\tLoss 1.8399 (1.7872)\tPrec@1 24.219 (25.543)\tPrec@5 87.500 (91.163)\n",
            "Epoch: [58][490/663]\tTime 0.266 (0.815)\tData 0.000 (0.522)\tLoss 1.7896 (1.7865)\tPrec@1 26.562 (25.606)\tPrec@5 91.797 (91.177)\n",
            "Epoch: [58][500/663]\tTime 0.311 (0.816)\tData 0.000 (0.523)\tLoss 1.6756 (1.7858)\tPrec@1 33.594 (25.647)\tPrec@5 95.703 (91.197)\n",
            "Epoch: [58][510/663]\tTime 3.493 (0.818)\tData 3.142 (0.525)\tLoss 1.7847 (1.7857)\tPrec@1 26.953 (25.656)\tPrec@5 91.797 (91.200)\n",
            "Epoch: [58][520/663]\tTime 0.285 (0.814)\tData 0.000 (0.521)\tLoss 1.7841 (1.7853)\tPrec@1 25.000 (25.639)\tPrec@5 92.578 (91.205)\n",
            "Epoch: [58][530/663]\tTime 0.401 (0.815)\tData 0.005 (0.522)\tLoss 1.8785 (1.7859)\tPrec@1 26.562 (25.609)\tPrec@5 89.062 (91.211)\n",
            "Epoch: [58][540/663]\tTime 3.508 (0.817)\tData 3.194 (0.523)\tLoss 1.7418 (1.7859)\tPrec@1 25.000 (25.617)\tPrec@5 92.969 (91.198)\n",
            "Epoch: [58][550/663]\tTime 0.268 (0.813)\tData 0.005 (0.518)\tLoss 1.8080 (1.7864)\tPrec@1 26.562 (25.633)\tPrec@5 88.672 (91.174)\n",
            "Epoch: [58][560/663]\tTime 0.276 (0.815)\tData 0.000 (0.520)\tLoss 1.8130 (1.7868)\tPrec@1 24.219 (25.636)\tPrec@5 90.234 (91.174)\n",
            "Epoch: [58][570/663]\tTime 3.023 (0.816)\tData 2.687 (0.521)\tLoss 1.7237 (1.7867)\tPrec@1 28.516 (25.644)\tPrec@5 94.531 (91.178)\n",
            "Epoch: [58][580/663]\tTime 0.315 (0.812)\tData 0.000 (0.517)\tLoss 1.7540 (1.7868)\tPrec@1 27.734 (25.637)\tPrec@5 92.188 (91.193)\n",
            "Epoch: [58][590/663]\tTime 0.335 (0.814)\tData 0.000 (0.519)\tLoss 1.8041 (1.7870)\tPrec@1 22.656 (25.619)\tPrec@5 89.844 (91.180)\n",
            "Epoch: [58][600/663]\tTime 3.503 (0.815)\tData 3.192 (0.520)\tLoss 1.7433 (1.7871)\tPrec@1 29.297 (25.629)\tPrec@5 93.359 (91.175)\n",
            "Epoch: [58][610/663]\tTime 0.304 (0.811)\tData 0.000 (0.516)\tLoss 1.9389 (1.7870)\tPrec@1 19.141 (25.637)\tPrec@5 86.328 (91.167)\n",
            "Epoch: [58][620/663]\tTime 0.347 (0.812)\tData 0.000 (0.517)\tLoss 1.7726 (1.7871)\tPrec@1 26.172 (25.630)\tPrec@5 88.672 (91.168)\n",
            "Epoch: [58][630/663]\tTime 3.372 (0.814)\tData 3.045 (0.518)\tLoss 1.6956 (1.7872)\tPrec@1 29.297 (25.620)\tPrec@5 94.141 (91.167)\n",
            "Epoch: [58][640/663]\tTime 0.277 (0.810)\tData 0.000 (0.515)\tLoss 1.7618 (1.7872)\tPrec@1 24.609 (25.629)\tPrec@5 90.234 (91.162)\n",
            "Epoch: [58][650/663]\tTime 0.273 (0.812)\tData 0.015 (0.517)\tLoss 1.8218 (1.7869)\tPrec@1 23.438 (25.632)\tPrec@5 92.578 (91.173)\n",
            "Epoch: [58][660/663]\tTime 0.265 (0.806)\tData 0.000 (0.511)\tLoss 1.8626 (1.7870)\tPrec@1 23.828 (25.621)\tPrec@5 89.844 (91.176)\n",
            "Test: [0/166]\tTime 5.459 (5.459)\tLoss 2.7260 (2.7260)\tPrec@1 1.172 (1.172)\tPrec@5 70.703 (70.703)\n",
            "Test: [10/166]\tTime 0.305 (1.039)\tLoss 14.7972 (4.8502)\tPrec@1 0.000 (1.207)\tPrec@5 0.000 (56.499)\n",
            "Test: [20/166]\tTime 0.320 (0.898)\tLoss 14.3871 (9.4380)\tPrec@1 0.000 (0.632)\tPrec@5 0.000 (29.594)\n",
            "Test: [30/166]\tTime 2.909 (0.879)\tLoss 3.4388 (10.6931)\tPrec@1 24.609 (1.222)\tPrec@5 82.031 (22.694)\n",
            "Test: [40/166]\tTime 0.318 (0.811)\tLoss 1.5494 (8.4627)\tPrec@1 28.906 (9.042)\tPrec@5 95.703 (40.339)\n",
            "Test: [50/166]\tTime 0.314 (0.815)\tLoss 1.7258 (7.1260)\tPrec@1 25.391 (12.623)\tPrec@5 93.359 (50.751)\n",
            "Test: [60/166]\tTime 2.716 (0.814)\tLoss 1.5992 (6.2253)\tPrec@1 31.250 (15.087)\tPrec@5 96.094 (57.953)\n",
            "Test: [70/166]\tTime 0.325 (0.780)\tLoss 1.3648 (5.5536)\tPrec@1 51.172 (18.794)\tPrec@5 98.438 (63.474)\n",
            "Test: [80/166]\tTime 0.321 (0.786)\tLoss 1.3012 (5.0304)\tPrec@1 56.250 (23.028)\tPrec@5 99.609 (67.911)\n",
            "Test: [90/166]\tTime 3.047 (0.796)\tLoss 1.2955 (4.6219)\tPrec@1 52.344 (26.326)\tPrec@5 98.828 (71.343)\n",
            "Test: [100/166]\tTime 0.306 (0.773)\tLoss 1.2979 (4.2967)\tPrec@1 52.344 (28.868)\tPrec@5 98.828 (74.107)\n",
            "Test: [110/166]\tTime 0.337 (0.777)\tLoss 2.4799 (4.0788)\tPrec@1 0.781 (28.343)\tPrec@5 86.328 (75.954)\n",
            "Test: [120/166]\tTime 2.715 (0.780)\tLoss 2.0160 (3.9197)\tPrec@1 2.734 (26.207)\tPrec@5 97.266 (77.537)\n",
            "Test: [130/166]\tTime 0.342 (0.764)\tLoss 2.0074 (3.7836)\tPrec@1 3.516 (24.365)\tPrec@5 96.875 (78.856)\n",
            "Test: [140/166]\tTime 0.359 (0.768)\tLoss 1.6624 (3.6536)\tPrec@1 28.906 (23.360)\tPrec@5 99.609 (80.142)\n",
            "Test: [150/166]\tTime 2.355 (0.771)\tLoss 1.7069 (3.5248)\tPrec@1 24.219 (23.373)\tPrec@5 99.609 (81.431)\n",
            "Test: [160/166]\tTime 0.294 (0.754)\tLoss 1.8598 (3.4179)\tPrec@1 39.062 (23.896)\tPrec@5 94.141 (82.242)\n",
            " * Prec@1 23.571 Prec@5 81.554\n",
            "Epoch: [59][0/663]\tTime 6.203 (6.203)\tData 5.872 (5.872)\tLoss 1.8725 (1.8725)\tPrec@1 22.266 (22.266)\tPrec@5 88.281 (88.281)\n",
            "Epoch: [59][10/663]\tTime 0.272 (1.132)\tData 0.000 (0.849)\tLoss 1.8301 (1.7949)\tPrec@1 26.562 (26.030)\tPrec@5 90.625 (91.442)\n",
            "Epoch: [59][20/663]\tTime 0.269 (1.015)\tData 0.000 (0.729)\tLoss 1.7657 (1.8037)\tPrec@1 28.516 (25.632)\tPrec@5 91.016 (90.588)\n",
            "Epoch: [59][30/663]\tTime 3.722 (0.993)\tData 3.410 (0.707)\tLoss 1.7391 (1.7959)\tPrec@1 25.000 (25.441)\tPrec@5 92.188 (90.902)\n",
            "Epoch: [59][40/663]\tTime 0.288 (0.894)\tData 0.000 (0.608)\tLoss 1.7725 (1.7910)\tPrec@1 25.391 (25.324)\tPrec@5 91.406 (91.120)\n",
            "Epoch: [59][50/663]\tTime 0.272 (0.885)\tData 0.000 (0.598)\tLoss 1.8191 (1.7929)\tPrec@1 23.047 (25.169)\tPrec@5 89.453 (90.977)\n",
            "Epoch: [59][60/663]\tTime 1.947 (0.886)\tData 1.658 (0.600)\tLoss 1.8313 (1.7924)\tPrec@1 23.438 (25.154)\tPrec@5 88.672 (90.964)\n",
            "Epoch: [59][70/663]\tTime 2.486 (0.882)\tData 2.148 (0.594)\tLoss 1.8312 (1.7938)\tPrec@1 19.922 (24.945)\tPrec@5 90.234 (90.972)\n",
            "Epoch: [59][80/663]\tTime 0.277 (0.857)\tData 0.001 (0.567)\tLoss 1.8689 (1.7954)\tPrec@1 26.562 (25.121)\tPrec@5 88.672 (90.953)\n",
            "Epoch: [59][90/663]\tTime 0.262 (0.872)\tData 0.000 (0.583)\tLoss 1.8022 (1.7999)\tPrec@1 26.172 (25.094)\tPrec@5 87.500 (90.780)\n",
            "Epoch: [59][100/663]\tTime 3.502 (0.882)\tData 3.182 (0.593)\tLoss 1.8349 (1.7987)\tPrec@1 25.391 (25.259)\tPrec@5 91.016 (90.776)\n",
            "Epoch: [59][110/663]\tTime 0.275 (0.862)\tData 0.000 (0.574)\tLoss 1.7993 (1.7974)\tPrec@1 25.781 (25.408)\tPrec@5 89.844 (90.748)\n",
            "Epoch: [59][120/663]\tTime 0.279 (0.871)\tData 0.000 (0.582)\tLoss 1.7284 (1.7949)\tPrec@1 27.344 (25.407)\tPrec@5 95.703 (90.822)\n",
            "Epoch: [59][130/663]\tTime 3.538 (0.881)\tData 3.217 (0.590)\tLoss 1.6995 (1.7926)\tPrec@1 28.125 (25.549)\tPrec@5 92.969 (90.872)\n",
            "Epoch: [59][140/663]\tTime 0.295 (0.861)\tData 0.003 (0.571)\tLoss 1.7259 (1.7912)\tPrec@1 26.172 (25.615)\tPrec@5 93.750 (90.982)\n",
            "Epoch: [59][150/663]\tTime 0.274 (0.867)\tData 0.001 (0.577)\tLoss 1.7608 (1.7914)\tPrec@1 28.906 (25.616)\tPrec@5 91.406 (90.979)\n",
            "Epoch: [59][160/663]\tTime 3.741 (0.871)\tData 3.416 (0.580)\tLoss 1.7708 (1.7908)\tPrec@1 23.828 (25.628)\tPrec@5 91.797 (91.033)\n",
            "Epoch: [59][170/663]\tTime 0.261 (0.853)\tData 0.000 (0.563)\tLoss 1.7588 (1.7907)\tPrec@1 23.828 (25.644)\tPrec@5 92.188 (91.036)\n",
            "Epoch: [59][180/663]\tTime 0.264 (0.862)\tData 0.000 (0.572)\tLoss 1.7671 (1.7893)\tPrec@1 25.781 (25.667)\tPrec@5 94.141 (91.113)\n",
            "Epoch: [59][190/663]\tTime 3.696 (0.865)\tData 3.403 (0.575)\tLoss 1.8025 (1.7891)\tPrec@1 27.734 (25.638)\tPrec@5 91.406 (91.165)\n",
            "Epoch: [59][200/663]\tTime 0.277 (0.850)\tData 0.000 (0.559)\tLoss 1.7661 (1.7891)\tPrec@1 26.953 (25.653)\tPrec@5 90.625 (91.134)\n",
            "Epoch: [59][210/663]\tTime 0.289 (0.853)\tData 0.000 (0.562)\tLoss 1.7616 (1.7891)\tPrec@1 27.344 (25.663)\tPrec@5 91.406 (91.112)\n",
            "Epoch: [59][220/663]\tTime 3.031 (0.857)\tData 2.728 (0.566)\tLoss 1.7017 (1.7889)\tPrec@1 26.562 (25.698)\tPrec@5 94.141 (91.076)\n",
            "Epoch: [59][230/663]\tTime 0.285 (0.848)\tData 0.000 (0.558)\tLoss 1.7297 (1.7882)\tPrec@1 30.469 (25.749)\tPrec@5 91.406 (91.092)\n",
            "Epoch: [59][240/663]\tTime 0.272 (0.850)\tData 0.000 (0.559)\tLoss 1.8091 (1.7879)\tPrec@1 28.125 (25.757)\tPrec@5 89.844 (91.097)\n",
            "Epoch: [59][250/663]\tTime 3.071 (0.852)\tData 2.736 (0.561)\tLoss 1.8058 (1.7879)\tPrec@1 24.219 (25.730)\tPrec@5 91.797 (91.093)\n",
            "Epoch: [59][260/663]\tTime 0.287 (0.843)\tData 0.001 (0.553)\tLoss 1.9043 (1.7885)\tPrec@1 19.531 (25.682)\tPrec@5 87.500 (91.102)\n",
            "Epoch: [59][270/663]\tTime 0.254 (0.849)\tData 0.000 (0.558)\tLoss 1.8248 (1.7905)\tPrec@1 23.828 (25.627)\tPrec@5 87.891 (91.063)\n",
            "Epoch: [59][280/663]\tTime 3.905 (0.853)\tData 3.547 (0.562)\tLoss 1.8067 (1.7893)\tPrec@1 23.047 (25.619)\tPrec@5 91.016 (91.102)\n",
            "Epoch: [59][290/663]\tTime 0.285 (0.847)\tData 0.000 (0.556)\tLoss 1.8149 (1.7901)\tPrec@1 23.828 (25.566)\tPrec@5 88.672 (91.067)\n",
            "Epoch: [59][300/663]\tTime 0.292 (0.851)\tData 0.000 (0.560)\tLoss 1.8211 (1.7898)\tPrec@1 23.438 (25.550)\tPrec@5 89.844 (91.061)\n",
            "Epoch: [59][310/663]\tTime 3.620 (0.855)\tData 3.295 (0.564)\tLoss 1.7720 (1.7899)\tPrec@1 24.219 (25.575)\tPrec@5 91.797 (91.039)\n",
            "Epoch: [59][320/663]\tTime 0.278 (0.849)\tData 0.000 (0.558)\tLoss 1.7442 (1.7899)\tPrec@1 20.703 (25.534)\tPrec@5 94.922 (91.041)\n",
            "Epoch: [59][330/663]\tTime 0.270 (0.852)\tData 0.000 (0.561)\tLoss 1.7729 (1.7894)\tPrec@1 22.656 (25.607)\tPrec@5 92.578 (91.040)\n",
            "Epoch: [59][340/663]\tTime 3.879 (0.857)\tData 3.526 (0.566)\tLoss 1.7305 (1.7887)\tPrec@1 27.344 (25.590)\tPrec@5 92.188 (91.057)\n",
            "Epoch: [59][350/663]\tTime 0.295 (0.852)\tData 0.000 (0.561)\tLoss 1.8507 (1.7882)\tPrec@1 22.266 (25.631)\tPrec@5 90.234 (91.055)\n",
            "Epoch: [59][360/663]\tTime 0.284 (0.854)\tData 0.000 (0.562)\tLoss 1.8499 (1.7885)\tPrec@1 24.609 (25.635)\tPrec@5 92.578 (91.055)\n",
            "Epoch: [59][370/663]\tTime 3.890 (0.859)\tData 3.587 (0.567)\tLoss 1.7110 (1.7884)\tPrec@1 29.297 (25.671)\tPrec@5 93.750 (91.066)\n",
            "Epoch: [59][380/663]\tTime 0.334 (0.854)\tData 0.000 (0.562)\tLoss 1.7764 (1.7882)\tPrec@1 23.047 (25.703)\tPrec@5 89.453 (91.062)\n",
            "Epoch: [59][390/663]\tTime 0.264 (0.859)\tData 0.000 (0.566)\tLoss 1.8478 (1.7877)\tPrec@1 25.000 (25.694)\tPrec@5 92.188 (91.086)\n",
            "Epoch: [59][400/663]\tTime 3.995 (0.862)\tData 3.677 (0.570)\tLoss 1.7860 (1.7877)\tPrec@1 25.781 (25.712)\tPrec@5 91.016 (91.078)\n",
            "Epoch: [59][410/663]\tTime 0.335 (0.857)\tData 0.000 (0.565)\tLoss 1.8208 (1.7876)\tPrec@1 21.875 (25.681)\tPrec@5 92.969 (91.103)\n",
            "Epoch: [59][420/663]\tTime 0.278 (0.861)\tData 0.000 (0.569)\tLoss 1.7748 (1.7881)\tPrec@1 28.125 (25.671)\tPrec@5 89.062 (91.093)\n",
            "Epoch: [59][430/663]\tTime 4.037 (0.863)\tData 3.729 (0.571)\tLoss 1.7866 (1.7875)\tPrec@1 28.516 (25.683)\tPrec@5 91.406 (91.112)\n",
            "Epoch: [59][440/663]\tTime 0.286 (0.857)\tData 0.004 (0.565)\tLoss 1.7609 (1.7875)\tPrec@1 23.828 (25.676)\tPrec@5 91.406 (91.101)\n",
            "Epoch: [59][450/663]\tTime 0.258 (0.858)\tData 0.000 (0.567)\tLoss 1.8875 (1.7873)\tPrec@1 25.781 (25.695)\tPrec@5 88.281 (91.101)\n",
            "Epoch: [59][460/663]\tTime 3.513 (0.862)\tData 3.198 (0.570)\tLoss 1.7442 (1.7872)\tPrec@1 25.781 (25.708)\tPrec@5 92.578 (91.096)\n",
            "Epoch: [59][470/663]\tTime 0.281 (0.857)\tData 0.000 (0.565)\tLoss 1.8429 (1.7872)\tPrec@1 24.219 (25.705)\tPrec@5 91.016 (91.096)\n",
            "Epoch: [59][480/663]\tTime 0.279 (0.859)\tData 0.000 (0.567)\tLoss 1.7604 (1.7870)\tPrec@1 30.078 (25.728)\tPrec@5 91.797 (91.082)\n",
            "Epoch: [59][490/663]\tTime 4.011 (0.860)\tData 3.695 (0.568)\tLoss 1.7405 (1.7867)\tPrec@1 24.219 (25.715)\tPrec@5 93.750 (91.075)\n",
            "Epoch: [59][500/663]\tTime 0.306 (0.855)\tData 0.000 (0.564)\tLoss 1.7890 (1.7866)\tPrec@1 25.000 (25.696)\tPrec@5 93.750 (91.076)\n",
            "Epoch: [59][510/663]\tTime 0.278 (0.857)\tData 0.000 (0.565)\tLoss 1.8434 (1.7870)\tPrec@1 24.609 (25.686)\tPrec@5 88.281 (91.056)\n",
            "Epoch: [59][520/663]\tTime 4.224 (0.860)\tData 3.891 (0.567)\tLoss 1.7788 (1.7872)\tPrec@1 23.828 (25.645)\tPrec@5 90.234 (91.034)\n",
            "Epoch: [59][530/663]\tTime 0.277 (0.854)\tData 0.000 (0.561)\tLoss 1.9029 (1.7874)\tPrec@1 25.781 (25.644)\tPrec@5 85.547 (91.013)\n",
            "Epoch: [59][540/663]\tTime 0.270 (0.856)\tData 0.000 (0.564)\tLoss 1.7691 (1.7871)\tPrec@1 24.609 (25.666)\tPrec@5 91.406 (91.013)\n",
            "Epoch: [59][550/663]\tTime 3.558 (0.857)\tData 3.238 (0.565)\tLoss 1.6994 (1.7868)\tPrec@1 29.688 (25.676)\tPrec@5 92.969 (91.023)\n",
            "Epoch: [59][560/663]\tTime 0.270 (0.853)\tData 0.000 (0.561)\tLoss 1.7698 (1.7870)\tPrec@1 29.688 (25.682)\tPrec@5 90.234 (91.008)\n",
            "Epoch: [59][570/663]\tTime 0.334 (0.855)\tData 0.000 (0.562)\tLoss 1.7945 (1.7871)\tPrec@1 21.875 (25.673)\tPrec@5 92.188 (91.008)\n",
            "Epoch: [59][580/663]\tTime 3.676 (0.856)\tData 3.372 (0.564)\tLoss 1.7340 (1.7869)\tPrec@1 23.047 (25.654)\tPrec@5 91.406 (91.016)\n",
            "Epoch: [59][590/663]\tTime 0.264 (0.852)\tData 0.000 (0.560)\tLoss 1.8169 (1.7869)\tPrec@1 26.172 (25.640)\tPrec@5 90.625 (91.020)\n",
            "Epoch: [59][600/663]\tTime 0.270 (0.853)\tData 0.000 (0.561)\tLoss 1.7486 (1.7870)\tPrec@1 21.875 (25.632)\tPrec@5 92.188 (91.024)\n",
            "Epoch: [59][610/663]\tTime 3.322 (0.855)\tData 2.999 (0.562)\tLoss 1.8026 (1.7874)\tPrec@1 24.609 (25.626)\tPrec@5 91.406 (91.027)\n",
            "Epoch: [59][620/663]\tTime 0.295 (0.852)\tData 0.000 (0.559)\tLoss 1.8100 (1.7875)\tPrec@1 25.781 (25.623)\tPrec@5 89.453 (91.040)\n",
            "Epoch: [59][630/663]\tTime 0.288 (0.853)\tData 0.000 (0.560)\tLoss 1.8031 (1.7879)\tPrec@1 20.703 (25.599)\tPrec@5 89.453 (91.040)\n",
            "Epoch: [59][640/663]\tTime 3.787 (0.854)\tData 3.454 (0.562)\tLoss 1.8840 (1.7885)\tPrec@1 25.781 (25.586)\tPrec@5 89.062 (91.034)\n",
            "Epoch: [59][650/663]\tTime 0.298 (0.850)\tData 0.014 (0.557)\tLoss 1.8370 (1.7890)\tPrec@1 24.219 (25.573)\tPrec@5 91.406 (91.022)\n",
            "Epoch: [59][660/663]\tTime 0.273 (0.846)\tData 0.000 (0.554)\tLoss 1.8604 (1.7891)\tPrec@1 19.531 (25.589)\tPrec@5 89.844 (91.017)\n",
            "Test: [0/166]\tTime 5.014 (5.014)\tLoss 2.7380 (2.7380)\tPrec@1 7.812 (7.812)\tPrec@5 68.750 (68.750)\n",
            "Test: [10/166]\tTime 0.344 (0.963)\tLoss 14.7357 (4.8470)\tPrec@1 0.000 (7.493)\tPrec@5 0.000 (56.214)\n",
            "Test: [20/166]\tTime 0.327 (0.918)\tLoss 14.4351 (9.4220)\tPrec@1 0.000 (3.925)\tPrec@5 0.000 (29.446)\n",
            "Test: [30/166]\tTime 2.869 (0.882)\tLoss 4.2527 (10.6987)\tPrec@1 5.078 (2.823)\tPrec@5 71.094 (22.240)\n",
            "Test: [40/166]\tTime 0.352 (0.814)\tLoss 2.4483 (8.6798)\tPrec@1 5.078 (3.697)\tPrec@5 82.031 (36.604)\n",
            "Test: [50/166]\tTime 0.343 (0.807)\tLoss 2.6231 (7.4723)\tPrec@1 4.297 (3.891)\tPrec@5 79.297 (44.830)\n",
            "Test: [60/166]\tTime 3.217 (0.812)\tLoss 2.5102 (6.6613)\tPrec@1 5.469 (3.983)\tPrec@5 86.328 (50.634)\n",
            "Test: [70/166]\tTime 0.365 (0.775)\tLoss 2.1875 (6.0481)\tPrec@1 0.000 (3.703)\tPrec@5 97.266 (56.289)\n",
            "Test: [80/166]\tTime 0.414 (0.777)\tLoss 2.1018 (5.5676)\tPrec@1 0.000 (3.246)\tPrec@5 98.828 (61.526)\n",
            "Test: [90/166]\tTime 2.657 (0.786)\tLoss 2.0481 (5.1881)\tPrec@1 0.000 (2.889)\tPrec@5 98.828 (65.625)\n",
            "Test: [100/166]\tTime 0.307 (0.765)\tLoss 2.0888 (4.8856)\tPrec@1 0.000 (2.603)\tPrec@5 98.828 (68.940)\n",
            "Test: [110/166]\tTime 0.340 (0.772)\tLoss 0.8653 (4.5733)\tPrec@1 84.766 (6.693)\tPrec@5 100.000 (71.688)\n",
            "Test: [120/166]\tTime 2.632 (0.773)\tLoss 0.7437 (4.2602)\tPrec@1 89.844 (13.488)\tPrec@5 100.000 (74.025)\n",
            "Test: [130/166]\tTime 0.318 (0.759)\tLoss 0.8058 (3.9984)\tPrec@1 90.625 (19.102)\tPrec@5 100.000 (76.008)\n",
            "Test: [140/166]\tTime 0.330 (0.763)\tLoss 2.6861 (3.8401)\tPrec@1 0.000 (20.919)\tPrec@5 87.500 (76.986)\n",
            "Test: [150/166]\tTime 2.620 (0.765)\tLoss 2.7482 (3.7638)\tPrec@1 0.000 (19.534)\tPrec@5 85.938 (77.556)\n",
            "Test: [160/166]\tTime 0.313 (0.752)\tLoss 1.6792 (3.6552)\tPrec@1 28.906 (19.473)\tPrec@5 99.219 (78.547)\n",
            " * Prec@1 19.250 Prec@5 78.569\n",
            "Epoch: [60][0/663]\tTime 6.247 (6.247)\tData 5.906 (5.906)\tLoss 1.8147 (1.8147)\tPrec@1 31.641 (31.641)\tPrec@5 89.844 (89.844)\n",
            "Epoch: [60][10/663]\tTime 0.277 (1.095)\tData 0.000 (0.811)\tLoss 1.8116 (1.7843)\tPrec@1 23.438 (26.740)\tPrec@5 91.016 (90.767)\n",
            "Epoch: [60][20/663]\tTime 0.261 (1.022)\tData 0.000 (0.738)\tLoss 1.7724 (1.7760)\tPrec@1 28.125 (27.288)\tPrec@5 88.672 (90.904)\n",
            "Epoch: [60][30/663]\tTime 3.106 (0.962)\tData 2.782 (0.678)\tLoss 1.7152 (1.7664)\tPrec@1 30.469 (27.293)\tPrec@5 92.578 (91.318)\n",
            "Epoch: [60][40/663]\tTime 0.270 (0.878)\tData 0.000 (0.596)\tLoss 1.6959 (1.7644)\tPrec@1 26.172 (26.991)\tPrec@5 96.094 (91.359)\n",
            "Epoch: [60][50/663]\tTime 0.272 (0.892)\tData 0.000 (0.610)\tLoss 1.7606 (1.7595)\tPrec@1 25.000 (27.229)\tPrec@5 92.578 (91.475)\n",
            "Epoch: [60][60/663]\tTime 3.591 (0.901)\tData 3.262 (0.618)\tLoss 1.7446 (1.7567)\tPrec@1 25.781 (27.286)\tPrec@5 91.797 (91.675)\n",
            "Epoch: [60][70/663]\tTime 0.269 (0.855)\tData 0.001 (0.573)\tLoss 1.7988 (1.7577)\tPrec@1 25.781 (27.393)\tPrec@5 88.672 (91.582)\n",
            "Epoch: [60][80/663]\tTime 0.264 (0.860)\tData 0.001 (0.578)\tLoss 1.7642 (1.7571)\tPrec@1 25.391 (27.373)\tPrec@5 93.359 (91.652)\n",
            "Epoch: [60][90/663]\tTime 3.546 (0.870)\tData 3.212 (0.588)\tLoss 1.7970 (1.7547)\tPrec@1 28.125 (27.447)\tPrec@5 88.672 (91.604)\n",
            "Epoch: [60][100/663]\tTime 0.390 (0.844)\tData 0.000 (0.560)\tLoss 1.7187 (1.7546)\tPrec@1 29.688 (27.328)\tPrec@5 92.188 (91.646)\n",
            "Epoch: [60][110/663]\tTime 0.358 (0.851)\tData 0.000 (0.565)\tLoss 1.7695 (1.7562)\tPrec@1 21.875 (27.238)\tPrec@5 91.016 (91.600)\n",
            "Epoch: [60][120/663]\tTime 3.759 (0.856)\tData 3.416 (0.570)\tLoss 1.7324 (1.7559)\tPrec@1 21.484 (27.157)\tPrec@5 93.359 (91.635)\n",
            "Epoch: [60][130/663]\tTime 0.296 (0.835)\tData 0.000 (0.549)\tLoss 1.7670 (1.7564)\tPrec@1 25.781 (27.171)\tPrec@5 91.406 (91.591)\n",
            "Epoch: [60][140/663]\tTime 0.283 (0.838)\tData 0.000 (0.550)\tLoss 1.6818 (1.7566)\tPrec@1 32.812 (27.216)\tPrec@5 92.188 (91.603)\n",
            "Epoch: [60][150/663]\tTime 3.756 (0.843)\tData 3.406 (0.554)\tLoss 1.8011 (1.7574)\tPrec@1 25.781 (27.274)\tPrec@5 90.234 (91.543)\n",
            "Epoch: [60][160/663]\tTime 0.431 (0.826)\tData 0.161 (0.538)\tLoss 1.7702 (1.7567)\tPrec@1 25.781 (27.324)\tPrec@5 92.188 (91.535)\n",
            "Epoch: [60][170/663]\tTime 0.294 (0.829)\tData 0.000 (0.540)\tLoss 1.7594 (1.7566)\tPrec@1 21.875 (27.287)\tPrec@5 92.188 (91.539)\n",
            "Epoch: [60][180/663]\tTime 2.235 (0.833)\tData 1.905 (0.544)\tLoss 1.7523 (1.7573)\tPrec@1 27.344 (27.244)\tPrec@5 91.406 (91.495)\n",
            "Epoch: [60][190/663]\tTime 1.978 (0.826)\tData 1.708 (0.537)\tLoss 1.6997 (1.7575)\tPrec@1 28.906 (27.211)\tPrec@5 92.188 (91.472)\n",
            "Epoch: [60][200/663]\tTime 0.278 (0.823)\tData 0.000 (0.535)\tLoss 1.7458 (1.7575)\tPrec@1 30.078 (27.194)\tPrec@5 90.234 (91.445)\n",
            "Epoch: [60][210/663]\tTime 1.363 (0.826)\tData 1.080 (0.538)\tLoss 1.6705 (1.7565)\tPrec@1 30.859 (27.223)\tPrec@5 93.359 (91.436)\n",
            "Epoch: [60][220/663]\tTime 2.626 (0.826)\tData 2.322 (0.537)\tLoss 1.7613 (1.7564)\tPrec@1 27.344 (27.208)\tPrec@5 91.797 (91.466)\n",
            "Epoch: [60][230/663]\tTime 0.284 (0.817)\tData 0.001 (0.529)\tLoss 1.7502 (1.7562)\tPrec@1 25.781 (27.195)\tPrec@5 92.969 (91.498)\n",
            "Epoch: [60][240/663]\tTime 0.265 (0.820)\tData 0.000 (0.532)\tLoss 1.7784 (1.7561)\tPrec@1 27.734 (27.219)\tPrec@5 89.844 (91.502)\n",
            "Epoch: [60][250/663]\tTime 3.272 (0.825)\tData 2.959 (0.536)\tLoss 1.7280 (1.7565)\tPrec@1 25.000 (27.215)\tPrec@5 93.750 (91.462)\n",
            "Epoch: [60][260/663]\tTime 0.277 (0.815)\tData 0.004 (0.527)\tLoss 1.8135 (1.7563)\tPrec@1 23.438 (27.161)\tPrec@5 91.016 (91.495)\n",
            "Epoch: [60][270/663]\tTime 0.271 (0.819)\tData 0.000 (0.530)\tLoss 1.7542 (1.7566)\tPrec@1 28.516 (27.204)\tPrec@5 91.406 (91.483)\n",
            "Epoch: [60][280/663]\tTime 3.273 (0.823)\tData 2.931 (0.534)\tLoss 1.7736 (1.7566)\tPrec@1 31.250 (27.273)\tPrec@5 89.844 (91.467)\n",
            "Epoch: [60][290/663]\tTime 0.388 (0.815)\tData 0.003 (0.526)\tLoss 1.7668 (1.7553)\tPrec@1 32.031 (27.350)\tPrec@5 89.453 (91.494)\n",
            "Epoch: [60][300/663]\tTime 0.270 (0.818)\tData 0.000 (0.528)\tLoss 1.7680 (1.7554)\tPrec@1 27.734 (27.324)\tPrec@5 90.625 (91.475)\n",
            "Epoch: [60][310/663]\tTime 2.811 (0.820)\tData 2.476 (0.530)\tLoss 1.7203 (1.7557)\tPrec@1 38.281 (27.395)\tPrec@5 92.578 (91.470)\n",
            "Epoch: [60][320/663]\tTime 0.283 (0.813)\tData 0.000 (0.523)\tLoss 1.8150 (1.7560)\tPrec@1 27.734 (27.374)\tPrec@5 89.062 (91.443)\n",
            "Epoch: [60][330/663]\tTime 0.283 (0.816)\tData 0.000 (0.525)\tLoss 1.7649 (1.7560)\tPrec@1 21.094 (27.326)\tPrec@5 91.016 (91.456)\n",
            "Epoch: [60][340/663]\tTime 3.727 (0.819)\tData 3.396 (0.529)\tLoss 1.8066 (1.7568)\tPrec@1 25.000 (27.289)\tPrec@5 91.797 (91.451)\n",
            "Epoch: [60][350/663]\tTime 0.276 (0.812)\tData 0.000 (0.521)\tLoss 1.7247 (1.7563)\tPrec@1 28.516 (27.284)\tPrec@5 91.016 (91.461)\n",
            "Epoch: [60][360/663]\tTime 0.259 (0.814)\tData 0.000 (0.523)\tLoss 1.7104 (1.7557)\tPrec@1 28.125 (27.298)\tPrec@5 92.969 (91.476)\n",
            "Epoch: [60][370/663]\tTime 3.322 (0.817)\tData 2.972 (0.526)\tLoss 1.6686 (1.7557)\tPrec@1 29.297 (27.318)\tPrec@5 91.406 (91.455)\n",
            "Epoch: [60][380/663]\tTime 0.267 (0.811)\tData 0.000 (0.521)\tLoss 1.6899 (1.7557)\tPrec@1 30.078 (27.313)\tPrec@5 93.750 (91.462)\n",
            "Epoch: [60][390/663]\tTime 0.276 (0.814)\tData 0.000 (0.524)\tLoss 1.7847 (1.7553)\tPrec@1 22.656 (27.303)\tPrec@5 91.016 (91.463)\n",
            "Epoch: [60][400/663]\tTime 4.091 (0.817)\tData 3.786 (0.526)\tLoss 1.7973 (1.7558)\tPrec@1 27.734 (27.286)\tPrec@5 91.797 (91.445)\n",
            "Epoch: [60][410/663]\tTime 0.289 (0.812)\tData 0.000 (0.521)\tLoss 1.7929 (1.7561)\tPrec@1 23.438 (27.271)\tPrec@5 89.062 (91.434)\n",
            "Epoch: [60][420/663]\tTime 0.273 (0.814)\tData 0.000 (0.523)\tLoss 1.8323 (1.7565)\tPrec@1 22.656 (27.244)\tPrec@5 88.672 (91.416)\n",
            "Epoch: [60][430/663]\tTime 2.711 (0.816)\tData 2.358 (0.525)\tLoss 1.7413 (1.7565)\tPrec@1 34.766 (27.279)\tPrec@5 87.891 (91.398)\n",
            "Epoch: [60][440/663]\tTime 0.268 (0.812)\tData 0.002 (0.520)\tLoss 1.8114 (1.7565)\tPrec@1 24.219 (27.265)\tPrec@5 90.234 (91.401)\n",
            "Epoch: [60][450/663]\tTime 0.278 (0.813)\tData 0.000 (0.522)\tLoss 1.7756 (1.7564)\tPrec@1 25.000 (27.253)\tPrec@5 91.406 (91.418)\n",
            "Epoch: [60][460/663]\tTime 3.795 (0.816)\tData 3.463 (0.524)\tLoss 1.7835 (1.7563)\tPrec@1 27.734 (27.245)\tPrec@5 87.891 (91.407)\n",
            "Epoch: [60][470/663]\tTime 0.271 (0.810)\tData 0.000 (0.519)\tLoss 1.7669 (1.7566)\tPrec@1 26.562 (27.238)\tPrec@5 89.453 (91.395)\n",
            "Epoch: [60][480/663]\tTime 0.307 (0.812)\tData 0.000 (0.520)\tLoss 1.7905 (1.7569)\tPrec@1 27.734 (27.211)\tPrec@5 89.062 (91.381)\n",
            "Epoch: [60][490/663]\tTime 3.429 (0.814)\tData 3.096 (0.522)\tLoss 1.7151 (1.7565)\tPrec@1 28.516 (27.201)\tPrec@5 92.188 (91.394)\n",
            "Epoch: [60][500/663]\tTime 0.285 (0.810)\tData 0.000 (0.518)\tLoss 1.7210 (1.7564)\tPrec@1 25.391 (27.224)\tPrec@5 91.797 (91.395)\n",
            "Epoch: [60][510/663]\tTime 0.263 (0.811)\tData 0.000 (0.519)\tLoss 1.7285 (1.7561)\tPrec@1 25.781 (27.213)\tPrec@5 94.531 (91.413)\n",
            "Epoch: [60][520/663]\tTime 3.453 (0.813)\tData 3.093 (0.521)\tLoss 1.6821 (1.7559)\tPrec@1 26.953 (27.199)\tPrec@5 92.578 (91.424)\n",
            "Epoch: [60][530/663]\tTime 0.282 (0.809)\tData 0.000 (0.518)\tLoss 1.7355 (1.7559)\tPrec@1 28.516 (27.188)\tPrec@5 90.234 (91.419)\n",
            "Epoch: [60][540/663]\tTime 0.273 (0.811)\tData 0.000 (0.519)\tLoss 1.7258 (1.7556)\tPrec@1 23.438 (27.195)\tPrec@5 94.141 (91.432)\n",
            "Epoch: [60][550/663]\tTime 3.550 (0.813)\tData 3.250 (0.521)\tLoss 1.8067 (1.7560)\tPrec@1 24.219 (27.163)\tPrec@5 90.234 (91.425)\n",
            "Epoch: [60][560/663]\tTime 0.337 (0.807)\tData 0.004 (0.516)\tLoss 1.7711 (1.7562)\tPrec@1 23.828 (27.163)\tPrec@5 90.625 (91.420)\n",
            "Epoch: [60][570/663]\tTime 0.272 (0.810)\tData 0.000 (0.519)\tLoss 1.7456 (1.7561)\tPrec@1 23.828 (27.146)\tPrec@5 92.969 (91.441)\n",
            "Epoch: [60][580/663]\tTime 3.666 (0.812)\tData 3.330 (0.520)\tLoss 1.8154 (1.7561)\tPrec@1 23.828 (27.147)\tPrec@5 89.453 (91.435)\n",
            "Epoch: [60][590/663]\tTime 0.272 (0.808)\tData 0.000 (0.516)\tLoss 1.7467 (1.7560)\tPrec@1 26.562 (27.145)\tPrec@5 91.016 (91.437)\n",
            "Epoch: [60][600/663]\tTime 0.332 (0.810)\tData 0.000 (0.518)\tLoss 1.7544 (1.7561)\tPrec@1 30.078 (27.146)\tPrec@5 91.016 (91.434)\n",
            "Epoch: [60][610/663]\tTime 3.626 (0.811)\tData 3.305 (0.519)\tLoss 1.7031 (1.7562)\tPrec@1 28.906 (27.147)\tPrec@5 92.969 (91.420)\n",
            "Epoch: [60][620/663]\tTime 0.277 (0.808)\tData 0.000 (0.516)\tLoss 1.7574 (1.7561)\tPrec@1 26.172 (27.159)\tPrec@5 92.578 (91.423)\n",
            "Epoch: [60][630/663]\tTime 0.269 (0.808)\tData 0.002 (0.516)\tLoss 1.7093 (1.7559)\tPrec@1 27.734 (27.161)\tPrec@5 95.312 (91.427)\n",
            "Epoch: [60][640/663]\tTime 3.328 (0.810)\tData 3.001 (0.518)\tLoss 1.8009 (1.7560)\tPrec@1 26.172 (27.158)\tPrec@5 91.797 (91.421)\n",
            "Epoch: [60][650/663]\tTime 0.282 (0.807)\tData 0.011 (0.515)\tLoss 1.7954 (1.7559)\tPrec@1 26.172 (27.157)\tPrec@5 90.625 (91.419)\n",
            "Epoch: [60][660/663]\tTime 0.260 (0.803)\tData 0.000 (0.511)\tLoss 1.7051 (1.7560)\tPrec@1 31.250 (27.151)\tPrec@5 92.188 (91.409)\n",
            "Test: [0/166]\tTime 5.599 (5.599)\tLoss 2.1610 (2.1610)\tPrec@1 21.094 (21.094)\tPrec@5 73.047 (73.047)\n",
            "Test: [10/166]\tTime 0.322 (0.996)\tLoss 14.4409 (4.3243)\tPrec@1 0.000 (17.188)\tPrec@5 0.000 (61.435)\n",
            "Test: [20/166]\tTime 0.321 (0.881)\tLoss 14.0995 (9.0089)\tPrec@1 0.000 (9.003)\tPrec@5 0.000 (32.180)\n",
            "Test: [30/166]\tTime 2.553 (0.857)\tLoss 3.9487 (10.3258)\tPrec@1 3.516 (6.212)\tPrec@5 73.047 (24.156)\n",
            "Test: [40/166]\tTime 0.316 (0.790)\tLoss 2.1663 (8.3324)\tPrec@1 5.078 (6.212)\tPrec@5 85.938 (38.986)\n",
            "Test: [50/166]\tTime 0.309 (0.795)\tLoss 2.3384 (7.1393)\tPrec@1 4.297 (5.921)\tPrec@5 84.375 (47.932)\n",
            "Test: [60/166]\tTime 2.986 (0.805)\tLoss 2.2271 (6.3370)\tPrec@1 7.031 (5.776)\tPrec@5 87.891 (54.092)\n",
            "Test: [70/166]\tTime 0.337 (0.772)\tLoss 1.4883 (5.6947)\tPrec@1 46.875 (9.160)\tPrec@5 98.438 (59.656)\n",
            "Test: [80/166]\tTime 0.331 (0.777)\tLoss 1.4254 (5.1701)\tPrec@1 46.875 (13.407)\tPrec@5 98.828 (64.559)\n",
            "Test: [90/166]\tTime 2.633 (0.780)\tLoss 1.4004 (4.7597)\tPrec@1 45.312 (16.436)\tPrec@5 99.219 (68.385)\n",
            "Test: [100/166]\tTime 0.314 (0.758)\tLoss 1.4172 (4.4328)\tPrec@1 43.359 (19.110)\tPrec@5 98.828 (71.453)\n",
            "Test: [110/166]\tTime 0.336 (0.766)\tLoss 1.6315 (4.1698)\tPrec@1 21.484 (20.485)\tPrec@5 99.609 (73.965)\n",
            "Test: [120/166]\tTime 2.663 (0.769)\tLoss 1.3678 (3.9446)\tPrec@1 46.094 (22.065)\tPrec@5 99.609 (76.081)\n",
            "Test: [130/166]\tTime 0.315 (0.754)\tLoss 1.4070 (3.7557)\tPrec@1 40.234 (23.226)\tPrec@5 99.609 (77.860)\n",
            "Test: [140/166]\tTime 0.329 (0.758)\tLoss 1.6473 (3.6028)\tPrec@1 18.359 (23.385)\tPrec@5 98.828 (79.355)\n",
            "Test: [150/166]\tTime 2.163 (0.760)\tLoss 1.6811 (3.4759)\tPrec@1 12.109 (22.835)\tPrec@5 98.828 (80.637)\n",
            "Test: [160/166]\tTime 0.312 (0.746)\tLoss 1.9133 (3.3745)\tPrec@1 29.688 (22.892)\tPrec@5 89.062 (81.306)\n",
            " * Prec@1 22.640 Prec@5 80.877\n",
            "Epoch: [61][0/663]\tTime 5.195 (5.195)\tData 4.849 (4.849)\tLoss 1.7329 (1.7329)\tPrec@1 31.250 (31.250)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [61][10/663]\tTime 0.276 (1.041)\tData 0.003 (0.760)\tLoss 1.8555 (1.7562)\tPrec@1 28.516 (28.409)\tPrec@5 88.672 (91.513)\n",
            "Epoch: [61][20/663]\tTime 0.283 (0.976)\tData 0.000 (0.692)\tLoss 1.7935 (1.7602)\tPrec@1 26.172 (26.916)\tPrec@5 92.188 (91.574)\n",
            "Epoch: [61][30/663]\tTime 3.294 (0.952)\tData 2.937 (0.667)\tLoss 1.7811 (1.7618)\tPrec@1 23.828 (26.626)\tPrec@5 91.406 (91.570)\n",
            "Epoch: [61][40/663]\tTime 0.277 (0.852)\tData 0.004 (0.569)\tLoss 1.7713 (1.7610)\tPrec@1 26.953 (26.791)\tPrec@5 91.406 (91.444)\n",
            "Epoch: [61][50/663]\tTime 0.271 (0.862)\tData 0.000 (0.578)\tLoss 1.7036 (1.7559)\tPrec@1 33.594 (27.076)\tPrec@5 95.312 (91.613)\n",
            "Epoch: [61][60/663]\tTime 3.433 (0.867)\tData 3.068 (0.582)\tLoss 1.7084 (1.7550)\tPrec@1 27.344 (27.209)\tPrec@5 92.969 (91.752)\n",
            "Epoch: [61][70/663]\tTime 0.273 (0.831)\tData 0.000 (0.548)\tLoss 1.7665 (1.7570)\tPrec@1 28.906 (27.151)\tPrec@5 87.500 (91.621)\n",
            "Epoch: [61][80/663]\tTime 0.283 (0.836)\tData 0.000 (0.552)\tLoss 1.7963 (1.7593)\tPrec@1 28.125 (27.040)\tPrec@5 91.797 (91.662)\n",
            "Epoch: [61][90/663]\tTime 3.639 (0.851)\tData 3.288 (0.567)\tLoss 1.7828 (1.7594)\tPrec@1 26.172 (27.052)\tPrec@5 90.625 (91.578)\n",
            "Epoch: [61][100/663]\tTime 0.281 (0.825)\tData 0.000 (0.541)\tLoss 1.7554 (1.7596)\tPrec@1 25.391 (26.957)\tPrec@5 92.188 (91.511)\n",
            "Epoch: [61][110/663]\tTime 0.274 (0.832)\tData 0.000 (0.548)\tLoss 1.7959 (1.7603)\tPrec@1 25.000 (26.876)\tPrec@5 89.453 (91.526)\n",
            "Epoch: [61][120/663]\tTime 3.227 (0.835)\tData 2.893 (0.551)\tLoss 1.6642 (1.7592)\tPrec@1 30.859 (26.876)\tPrec@5 95.703 (91.552)\n",
            "Epoch: [61][130/663]\tTime 0.269 (0.815)\tData 0.000 (0.531)\tLoss 1.8544 (1.7604)\tPrec@1 23.047 (26.938)\tPrec@5 89.844 (91.523)\n",
            "Epoch: [61][140/663]\tTime 0.271 (0.820)\tData 0.000 (0.535)\tLoss 1.8196 (1.7605)\tPrec@1 27.734 (26.887)\tPrec@5 88.672 (91.492)\n",
            "Epoch: [61][150/663]\tTime 2.750 (0.822)\tData 2.405 (0.536)\tLoss 1.8306 (1.7602)\tPrec@1 29.297 (26.989)\tPrec@5 85.547 (91.461)\n",
            "Epoch: [61][160/663]\tTime 0.265 (0.807)\tData 0.000 (0.521)\tLoss 1.8370 (1.7595)\tPrec@1 30.078 (27.157)\tPrec@5 90.234 (91.457)\n",
            "Epoch: [61][170/663]\tTime 0.364 (0.813)\tData 0.000 (0.525)\tLoss 1.7894 (1.7602)\tPrec@1 25.781 (27.134)\tPrec@5 90.625 (91.404)\n",
            "Epoch: [61][180/663]\tTime 3.359 (0.816)\tData 2.955 (0.528)\tLoss 1.7524 (1.7598)\tPrec@1 29.297 (27.193)\tPrec@5 91.016 (91.413)\n",
            "Epoch: [61][190/663]\tTime 0.391 (0.804)\tData 0.000 (0.515)\tLoss 1.7066 (1.7600)\tPrec@1 28.125 (27.143)\tPrec@5 95.312 (91.431)\n",
            "Epoch: [61][200/663]\tTime 0.403 (0.807)\tData 0.004 (0.517)\tLoss 1.7655 (1.7614)\tPrec@1 28.516 (27.095)\tPrec@5 92.188 (91.377)\n",
            "Epoch: [61][210/663]\tTime 3.139 (0.810)\tData 2.803 (0.521)\tLoss 1.7561 (1.7606)\tPrec@1 27.734 (27.149)\tPrec@5 92.969 (91.393)\n",
            "Epoch: [61][220/663]\tTime 0.281 (0.800)\tData 0.000 (0.510)\tLoss 1.7409 (1.7611)\tPrec@1 29.297 (27.192)\tPrec@5 89.844 (91.367)\n",
            "Epoch: [61][230/663]\tTime 0.266 (0.803)\tData 0.000 (0.513)\tLoss 1.6814 (1.7611)\tPrec@1 31.641 (27.237)\tPrec@5 91.406 (91.349)\n",
            "Epoch: [61][240/663]\tTime 3.277 (0.805)\tData 2.841 (0.514)\tLoss 1.8004 (1.7607)\tPrec@1 26.953 (27.187)\tPrec@5 91.016 (91.372)\n",
            "Epoch: [61][250/663]\tTime 0.349 (0.797)\tData 0.000 (0.505)\tLoss 1.6783 (1.7604)\tPrec@1 25.000 (27.171)\tPrec@5 96.094 (91.389)\n",
            "Epoch: [61][260/663]\tTime 0.316 (0.800)\tData 0.000 (0.508)\tLoss 1.7298 (1.7605)\tPrec@1 30.078 (27.157)\tPrec@5 91.406 (91.396)\n",
            "Epoch: [61][270/663]\tTime 3.300 (0.801)\tData 2.960 (0.508)\tLoss 1.8354 (1.7605)\tPrec@1 23.438 (27.115)\tPrec@5 87.891 (91.379)\n",
            "Epoch: [61][280/663]\tTime 0.270 (0.793)\tData 0.000 (0.501)\tLoss 1.7345 (1.7605)\tPrec@1 25.781 (27.082)\tPrec@5 91.797 (91.377)\n",
            "Epoch: [61][290/663]\tTime 0.285 (0.796)\tData 0.000 (0.503)\tLoss 1.8073 (1.7608)\tPrec@1 27.734 (27.079)\tPrec@5 89.844 (91.367)\n",
            "Epoch: [61][300/663]\tTime 3.044 (0.800)\tData 2.714 (0.506)\tLoss 1.8012 (1.7612)\tPrec@1 27.344 (27.050)\tPrec@5 86.719 (91.347)\n",
            "Epoch: [61][310/663]\tTime 0.277 (0.793)\tData 0.000 (0.499)\tLoss 1.7130 (1.7610)\tPrec@1 24.609 (27.042)\tPrec@5 92.969 (91.347)\n",
            "Epoch: [61][320/663]\tTime 0.259 (0.794)\tData 0.000 (0.500)\tLoss 1.7228 (1.7617)\tPrec@1 24.609 (26.991)\tPrec@5 94.141 (91.315)\n",
            "Epoch: [61][330/663]\tTime 3.464 (0.797)\tData 3.157 (0.504)\tLoss 1.7580 (1.7612)\tPrec@1 28.906 (27.033)\tPrec@5 92.188 (91.308)\n",
            "Epoch: [61][340/663]\tTime 0.289 (0.790)\tData 0.000 (0.497)\tLoss 1.7570 (1.7613)\tPrec@1 28.125 (27.101)\tPrec@5 91.016 (91.302)\n",
            "Epoch: [61][350/663]\tTime 0.275 (0.792)\tData 0.000 (0.499)\tLoss 1.7631 (1.7603)\tPrec@1 26.172 (27.133)\tPrec@5 91.797 (91.317)\n",
            "Epoch: [61][360/663]\tTime 3.274 (0.795)\tData 2.900 (0.501)\tLoss 1.7451 (1.7593)\tPrec@1 28.516 (27.142)\tPrec@5 91.406 (91.345)\n",
            "Epoch: [61][370/663]\tTime 0.285 (0.789)\tData 0.004 (0.496)\tLoss 1.7734 (1.7595)\tPrec@1 30.469 (27.138)\tPrec@5 92.188 (91.346)\n",
            "Epoch: [61][380/663]\tTime 0.357 (0.792)\tData 0.000 (0.498)\tLoss 1.7153 (1.7596)\tPrec@1 30.078 (27.129)\tPrec@5 92.578 (91.341)\n",
            "Epoch: [61][390/663]\tTime 2.854 (0.793)\tData 2.502 (0.499)\tLoss 1.7384 (1.7590)\tPrec@1 26.953 (27.145)\tPrec@5 91.797 (91.351)\n",
            "Epoch: [61][400/663]\tTime 0.288 (0.788)\tData 0.002 (0.494)\tLoss 1.8067 (1.7591)\tPrec@1 26.562 (27.105)\tPrec@5 90.625 (91.363)\n",
            "Epoch: [61][410/663]\tTime 0.284 (0.790)\tData 0.000 (0.496)\tLoss 1.7200 (1.7588)\tPrec@1 27.734 (27.099)\tPrec@5 92.578 (91.370)\n",
            "Epoch: [61][420/663]\tTime 3.069 (0.792)\tData 2.753 (0.498)\tLoss 1.7391 (1.7580)\tPrec@1 33.203 (27.150)\tPrec@5 91.016 (91.373)\n",
            "Epoch: [61][430/663]\tTime 0.271 (0.787)\tData 0.000 (0.493)\tLoss 1.8151 (1.7576)\tPrec@1 29.688 (27.153)\tPrec@5 90.625 (91.393)\n",
            "Epoch: [61][440/663]\tTime 0.278 (0.789)\tData 0.001 (0.494)\tLoss 1.7506 (1.7574)\tPrec@1 30.859 (27.163)\tPrec@5 91.016 (91.390)\n",
            "Epoch: [61][450/663]\tTime 3.112 (0.790)\tData 2.748 (0.496)\tLoss 1.7504 (1.7570)\tPrec@1 29.688 (27.179)\tPrec@5 94.531 (91.408)\n",
            "Epoch: [61][460/663]\tTime 0.288 (0.786)\tData 0.003 (0.492)\tLoss 1.7631 (1.7570)\tPrec@1 25.000 (27.180)\tPrec@5 90.625 (91.403)\n",
            "Epoch: [61][470/663]\tTime 0.267 (0.787)\tData 0.000 (0.493)\tLoss 1.7438 (1.7569)\tPrec@1 30.078 (27.183)\tPrec@5 90.234 (91.396)\n",
            "Epoch: [61][480/663]\tTime 3.302 (0.789)\tData 2.886 (0.495)\tLoss 1.7748 (1.7565)\tPrec@1 24.219 (27.162)\tPrec@5 90.234 (91.403)\n",
            "Epoch: [61][490/663]\tTime 0.279 (0.785)\tData 0.000 (0.490)\tLoss 1.7928 (1.7565)\tPrec@1 28.125 (27.163)\tPrec@5 91.016 (91.404)\n",
            "Epoch: [61][500/663]\tTime 0.280 (0.786)\tData 0.000 (0.492)\tLoss 1.7160 (1.7562)\tPrec@1 32.031 (27.190)\tPrec@5 92.969 (91.420)\n",
            "Epoch: [61][510/663]\tTime 2.905 (0.788)\tData 2.581 (0.494)\tLoss 1.7358 (1.7563)\tPrec@1 28.125 (27.174)\tPrec@5 91.016 (91.410)\n",
            "Epoch: [61][520/663]\tTime 0.311 (0.784)\tData 0.000 (0.490)\tLoss 1.7154 (1.7563)\tPrec@1 30.078 (27.195)\tPrec@5 92.188 (91.414)\n",
            "Epoch: [61][530/663]\tTime 0.260 (0.786)\tData 0.000 (0.492)\tLoss 1.6961 (1.7556)\tPrec@1 26.953 (27.192)\tPrec@5 92.188 (91.431)\n",
            "Epoch: [61][540/663]\tTime 2.821 (0.786)\tData 2.517 (0.492)\tLoss 1.7305 (1.7554)\tPrec@1 25.391 (27.202)\tPrec@5 92.969 (91.428)\n",
            "Epoch: [61][550/663]\tTime 0.336 (0.783)\tData 0.003 (0.488)\tLoss 1.7277 (1.7552)\tPrec@1 27.344 (27.182)\tPrec@5 90.625 (91.425)\n",
            "Epoch: [61][560/663]\tTime 0.280 (0.785)\tData 0.001 (0.490)\tLoss 1.7572 (1.7554)\tPrec@1 27.734 (27.175)\tPrec@5 91.016 (91.426)\n",
            "Epoch: [61][570/663]\tTime 3.382 (0.786)\tData 3.056 (0.492)\tLoss 1.8021 (1.7554)\tPrec@1 25.781 (27.171)\tPrec@5 89.453 (91.415)\n",
            "Epoch: [61][580/663]\tTime 0.280 (0.783)\tData 0.000 (0.488)\tLoss 1.7965 (1.7557)\tPrec@1 22.656 (27.162)\tPrec@5 89.062 (91.398)\n",
            "Epoch: [61][590/663]\tTime 0.268 (0.784)\tData 0.000 (0.490)\tLoss 1.7501 (1.7559)\tPrec@1 25.000 (27.146)\tPrec@5 92.969 (91.398)\n",
            "Epoch: [61][600/663]\tTime 3.806 (0.788)\tData 3.475 (0.494)\tLoss 1.7333 (1.7558)\tPrec@1 30.078 (27.146)\tPrec@5 92.188 (91.398)\n",
            "Epoch: [61][610/663]\tTime 0.283 (0.785)\tData 0.000 (0.491)\tLoss 1.7494 (1.7558)\tPrec@1 27.734 (27.135)\tPrec@5 92.578 (91.406)\n",
            "Epoch: [61][620/663]\tTime 0.295 (0.787)\tData 0.001 (0.493)\tLoss 1.6824 (1.7555)\tPrec@1 29.688 (27.156)\tPrec@5 91.797 (91.419)\n",
            "Epoch: [61][630/663]\tTime 3.763 (0.790)\tData 3.394 (0.495)\tLoss 1.7942 (1.7555)\tPrec@1 30.859 (27.164)\tPrec@5 90.234 (91.424)\n",
            "Epoch: [61][640/663]\tTime 0.267 (0.787)\tData 0.000 (0.492)\tLoss 1.7554 (1.7555)\tPrec@1 26.562 (27.164)\tPrec@5 90.625 (91.415)\n",
            "Epoch: [61][650/663]\tTime 0.281 (0.788)\tData 0.014 (0.494)\tLoss 1.7895 (1.7554)\tPrec@1 28.906 (27.180)\tPrec@5 89.062 (91.413)\n",
            "Epoch: [61][660/663]\tTime 0.261 (0.783)\tData 0.000 (0.489)\tLoss 1.7804 (1.7556)\tPrec@1 26.172 (27.179)\tPrec@5 91.016 (91.411)\n",
            "Test: [0/166]\tTime 5.447 (5.447)\tLoss 2.0710 (2.0710)\tPrec@1 26.172 (26.172)\tPrec@5 75.000 (75.000)\n",
            "Test: [10/166]\tTime 0.333 (1.115)\tLoss 14.4430 (4.2449)\tPrec@1 0.000 (20.099)\tPrec@5 0.000 (62.571)\n",
            "Test: [20/166]\tTime 0.313 (1.030)\tLoss 14.1064 (8.9695)\tPrec@1 0.000 (10.528)\tPrec@5 0.000 (32.775)\n",
            "Test: [30/166]\tTime 2.640 (0.982)\tLoss 3.9580 (10.3007)\tPrec@1 8.984 (7.422)\tPrec@5 73.047 (24.559)\n",
            "Test: [40/166]\tTime 0.350 (0.917)\tLoss 2.1659 (8.3139)\tPrec@1 12.109 (8.556)\tPrec@5 85.156 (39.024)\n",
            "Test: [50/166]\tTime 0.340 (0.916)\tLoss 2.3377 (7.1238)\tPrec@1 8.203 (8.693)\tPrec@5 83.203 (47.825)\n",
            "Test: [60/166]\tTime 3.200 (0.924)\tLoss 2.2315 (6.3242)\tPrec@1 13.672 (8.978)\tPrec@5 88.281 (53.881)\n",
            "Test: [70/166]\tTime 0.331 (0.879)\tLoss 1.7547 (5.7062)\tPrec@1 12.109 (9.601)\tPrec@5 97.266 (59.320)\n",
            "Test: [80/166]\tTime 0.314 (0.883)\tLoss 1.6768 (5.2129)\tPrec@1 16.016 (10.291)\tPrec@5 98.438 (64.178)\n",
            "Test: [90/166]\tTime 3.045 (0.881)\tLoss 1.6333 (4.8249)\tPrec@1 14.844 (10.817)\tPrec@5 98.828 (67.990)\n",
            "Test: [100/166]\tTime 0.351 (0.857)\tLoss 1.6667 (4.5158)\tPrec@1 16.797 (11.278)\tPrec@5 98.047 (71.020)\n",
            "Test: [110/166]\tTime 0.320 (0.862)\tLoss 1.4729 (4.2480)\tPrec@1 44.531 (13.679)\tPrec@5 100.000 (73.568)\n",
            "Test: [120/166]\tTime 3.390 (0.869)\tLoss 1.2462 (4.0053)\tPrec@1 69.531 (17.853)\tPrec@5 99.609 (75.733)\n",
            "Test: [130/166]\tTime 0.347 (0.849)\tLoss 1.2948 (3.8021)\tPrec@1 68.359 (21.195)\tPrec@5 100.000 (77.558)\n",
            "Test: [140/166]\tTime 0.326 (0.852)\tLoss 1.5702 (3.6387)\tPrec@1 17.969 (22.357)\tPrec@5 99.219 (79.106)\n",
            "Test: [150/166]\tTime 3.292 (0.856)\tLoss 1.6056 (3.5044)\tPrec@1 13.281 (21.922)\tPrec@5 100.000 (80.448)\n",
            "Test: [160/166]\tTime 0.297 (0.837)\tLoss 1.9640 (3.4020)\tPrec@1 19.922 (21.647)\tPrec@5 85.938 (81.078)\n",
            " * Prec@1 21.405 Prec@5 80.672\n",
            "Epoch: [62][0/663]\tTime 5.409 (5.409)\tData 5.072 (5.072)\tLoss 1.7764 (1.7764)\tPrec@1 23.047 (23.047)\tPrec@5 92.969 (92.969)\n",
            "Epoch: [62][10/663]\tTime 0.283 (1.115)\tData 0.000 (0.827)\tLoss 1.8340 (1.7776)\tPrec@1 22.656 (26.705)\tPrec@5 88.281 (90.909)\n",
            "Epoch: [62][20/663]\tTime 0.992 (1.046)\tData 0.729 (0.759)\tLoss 1.7321 (1.7639)\tPrec@1 27.734 (27.176)\tPrec@5 94.922 (91.239)\n",
            "Epoch: [62][30/663]\tTime 3.223 (1.007)\tData 2.889 (0.717)\tLoss 1.7342 (1.7604)\tPrec@1 30.469 (27.356)\tPrec@5 91.406 (91.368)\n",
            "Epoch: [62][40/663]\tTime 0.264 (0.927)\tData 0.000 (0.635)\tLoss 1.7307 (1.7628)\tPrec@1 25.781 (27.067)\tPrec@5 91.406 (91.206)\n",
            "Epoch: [62][50/663]\tTime 0.847 (0.933)\tData 0.589 (0.642)\tLoss 1.6796 (1.7618)\tPrec@1 28.906 (26.999)\tPrec@5 92.188 (91.115)\n",
            "Epoch: [62][60/663]\tTime 2.622 (0.919)\tData 2.254 (0.628)\tLoss 1.7075 (1.7596)\tPrec@1 21.094 (26.928)\tPrec@5 91.406 (91.080)\n",
            "Epoch: [62][70/663]\tTime 0.373 (0.895)\tData 0.000 (0.602)\tLoss 1.7184 (1.7581)\tPrec@1 25.000 (26.843)\tPrec@5 92.969 (91.225)\n",
            "Epoch: [62][80/663]\tTime 2.609 (0.907)\tData 2.280 (0.614)\tLoss 1.7398 (1.7560)\tPrec@1 25.391 (26.910)\tPrec@5 92.578 (91.286)\n",
            "Epoch: [62][90/663]\tTime 0.941 (0.887)\tData 0.612 (0.595)\tLoss 1.7758 (1.7543)\tPrec@1 26.953 (26.940)\tPrec@5 90.234 (91.368)\n",
            "Epoch: [62][100/663]\tTime 0.294 (0.898)\tData 0.000 (0.605)\tLoss 1.7434 (1.7529)\tPrec@1 24.609 (27.027)\tPrec@5 92.969 (91.441)\n",
            "Epoch: [62][110/663]\tTime 4.195 (0.912)\tData 3.840 (0.619)\tLoss 1.7623 (1.7534)\tPrec@1 30.859 (27.055)\tPrec@5 89.453 (91.385)\n",
            "Epoch: [62][120/663]\tTime 0.261 (0.890)\tData 0.000 (0.598)\tLoss 1.7275 (1.7540)\tPrec@1 27.344 (27.040)\tPrec@5 92.578 (91.403)\n",
            "Epoch: [62][130/663]\tTime 0.374 (0.893)\tData 0.004 (0.600)\tLoss 1.8179 (1.7529)\tPrec@1 26.562 (27.078)\tPrec@5 87.500 (91.382)\n",
            "Epoch: [62][140/663]\tTime 3.055 (0.893)\tData 2.718 (0.598)\tLoss 1.7058 (1.7531)\tPrec@1 28.516 (27.067)\tPrec@5 95.703 (91.442)\n",
            "Epoch: [62][150/663]\tTime 0.278 (0.875)\tData 0.001 (0.580)\tLoss 1.7584 (1.7535)\tPrec@1 26.172 (27.054)\tPrec@5 91.797 (91.442)\n",
            "Epoch: [62][160/663]\tTime 0.722 (0.885)\tData 0.414 (0.590)\tLoss 1.7997 (1.7533)\tPrec@1 27.344 (27.009)\tPrec@5 88.672 (91.447)\n",
            "Epoch: [62][170/663]\tTime 3.594 (0.889)\tData 3.281 (0.594)\tLoss 1.7197 (1.7534)\tPrec@1 31.641 (27.063)\tPrec@5 91.016 (91.425)\n",
            "Epoch: [62][180/663]\tTime 0.273 (0.875)\tData 0.000 (0.581)\tLoss 1.7892 (1.7542)\tPrec@1 24.609 (27.059)\tPrec@5 89.453 (91.426)\n",
            "Epoch: [62][190/663]\tTime 0.761 (0.882)\tData 0.480 (0.587)\tLoss 1.7082 (1.7542)\tPrec@1 25.781 (27.002)\tPrec@5 91.797 (91.425)\n",
            "Epoch: [62][200/663]\tTime 3.613 (0.884)\tData 3.279 (0.590)\tLoss 1.7945 (1.7540)\tPrec@1 24.219 (26.961)\tPrec@5 89.844 (91.453)\n",
            "Epoch: [62][210/663]\tTime 0.274 (0.874)\tData 0.000 (0.580)\tLoss 1.7547 (1.7543)\tPrec@1 26.562 (26.935)\tPrec@5 90.625 (91.449)\n",
            "Epoch: [62][220/663]\tTime 1.309 (0.879)\tData 1.053 (0.586)\tLoss 1.7667 (1.7553)\tPrec@1 24.219 (26.824)\tPrec@5 90.625 (91.447)\n",
            "Epoch: [62][230/663]\tTime 2.840 (0.879)\tData 2.495 (0.585)\tLoss 1.8272 (1.7558)\tPrec@1 21.094 (26.772)\tPrec@5 89.062 (91.421)\n",
            "Epoch: [62][240/663]\tTime 0.268 (0.873)\tData 0.000 (0.579)\tLoss 1.7859 (1.7560)\tPrec@1 29.297 (26.778)\tPrec@5 91.016 (91.406)\n",
            "Epoch: [62][250/663]\tTime 1.637 (0.878)\tData 1.364 (0.585)\tLoss 1.7011 (1.7565)\tPrec@1 25.781 (26.793)\tPrec@5 92.969 (91.388)\n",
            "Epoch: [62][260/663]\tTime 2.320 (0.876)\tData 1.989 (0.583)\tLoss 1.7707 (1.7560)\tPrec@1 29.688 (26.862)\tPrec@5 90.625 (91.412)\n",
            "Epoch: [62][270/663]\tTime 0.326 (0.873)\tData 0.000 (0.579)\tLoss 1.7740 (1.7554)\tPrec@1 26.562 (26.887)\tPrec@5 93.750 (91.437)\n",
            "Epoch: [62][280/663]\tTime 2.315 (0.878)\tData 1.966 (0.584)\tLoss 1.7565 (1.7547)\tPrec@1 26.172 (26.967)\tPrec@5 90.234 (91.451)\n",
            "Epoch: [62][290/663]\tTime 1.693 (0.874)\tData 1.434 (0.581)\tLoss 1.7644 (1.7545)\tPrec@1 25.391 (26.957)\tPrec@5 92.578 (91.453)\n",
            "Epoch: [62][300/663]\tTime 0.286 (0.873)\tData 0.000 (0.580)\tLoss 1.7644 (1.7545)\tPrec@1 28.906 (26.996)\tPrec@5 90.234 (91.448)\n",
            "Epoch: [62][310/663]\tTime 2.391 (0.877)\tData 2.030 (0.584)\tLoss 1.7911 (1.7545)\tPrec@1 21.484 (27.045)\tPrec@5 91.016 (91.436)\n",
            "Epoch: [62][320/663]\tTime 1.598 (0.874)\tData 1.309 (0.581)\tLoss 1.8015 (1.7548)\tPrec@1 26.953 (27.046)\tPrec@5 89.453 (91.420)\n",
            "Epoch: [62][330/663]\tTime 0.280 (0.873)\tData 0.000 (0.579)\tLoss 1.6877 (1.7550)\tPrec@1 28.906 (27.026)\tPrec@5 92.188 (91.397)\n",
            "Epoch: [62][340/663]\tTime 2.494 (0.876)\tData 2.154 (0.583)\tLoss 1.7903 (1.7555)\tPrec@1 28.906 (27.069)\tPrec@5 89.453 (91.387)\n",
            "Epoch: [62][350/663]\tTime 1.278 (0.872)\tData 1.002 (0.579)\tLoss 1.7476 (1.7552)\tPrec@1 26.953 (27.088)\tPrec@5 92.578 (91.394)\n",
            "Epoch: [62][360/663]\tTime 0.277 (0.872)\tData 0.000 (0.579)\tLoss 1.7399 (1.7553)\tPrec@1 30.469 (27.123)\tPrec@5 88.672 (91.389)\n",
            "Epoch: [62][370/663]\tTime 2.411 (0.875)\tData 2.078 (0.582)\tLoss 1.8094 (1.7557)\tPrec@1 24.219 (27.087)\tPrec@5 92.188 (91.396)\n",
            "Epoch: [62][380/663]\tTime 1.194 (0.870)\tData 0.931 (0.577)\tLoss 1.7065 (1.7551)\tPrec@1 30.078 (27.092)\tPrec@5 91.406 (91.414)\n",
            "Epoch: [62][390/663]\tTime 0.270 (0.869)\tData 0.000 (0.577)\tLoss 1.7969 (1.7550)\tPrec@1 28.125 (27.107)\tPrec@5 89.453 (91.420)\n",
            "Epoch: [62][400/663]\tTime 2.692 (0.871)\tData 2.352 (0.578)\tLoss 1.7895 (1.7550)\tPrec@1 25.781 (27.090)\tPrec@5 91.797 (91.424)\n",
            "Epoch: [62][410/663]\tTime 0.262 (0.865)\tData 0.000 (0.573)\tLoss 1.7435 (1.7550)\tPrec@1 26.562 (27.051)\tPrec@5 94.141 (91.425)\n",
            "Epoch: [62][420/663]\tTime 0.295 (0.867)\tData 0.000 (0.574)\tLoss 1.8133 (1.7554)\tPrec@1 29.297 (27.053)\tPrec@5 90.625 (91.418)\n",
            "Epoch: [62][430/663]\tTime 3.393 (0.869)\tData 3.090 (0.576)\tLoss 1.7521 (1.7550)\tPrec@1 26.172 (27.070)\tPrec@5 92.578 (91.434)\n",
            "Epoch: [62][440/663]\tTime 0.273 (0.864)\tData 0.000 (0.571)\tLoss 1.7604 (1.7555)\tPrec@1 26.562 (27.046)\tPrec@5 91.016 (91.423)\n",
            "Epoch: [62][450/663]\tTime 0.270 (0.866)\tData 0.000 (0.573)\tLoss 1.7327 (1.7549)\tPrec@1 28.125 (27.070)\tPrec@5 91.406 (91.443)\n",
            "Epoch: [62][460/663]\tTime 3.378 (0.868)\tData 3.039 (0.575)\tLoss 1.8404 (1.7550)\tPrec@1 23.828 (27.056)\tPrec@5 89.453 (91.429)\n",
            "Epoch: [62][470/663]\tTime 0.272 (0.863)\tData 0.001 (0.570)\tLoss 1.6791 (1.7551)\tPrec@1 30.469 (27.063)\tPrec@5 93.750 (91.421)\n",
            "Epoch: [62][480/663]\tTime 0.280 (0.865)\tData 0.000 (0.572)\tLoss 1.7623 (1.7550)\tPrec@1 29.688 (27.100)\tPrec@5 90.625 (91.415)\n",
            "Epoch: [62][490/663]\tTime 3.476 (0.867)\tData 3.129 (0.574)\tLoss 1.7799 (1.7548)\tPrec@1 28.125 (27.119)\tPrec@5 91.016 (91.431)\n",
            "Epoch: [62][500/663]\tTime 0.282 (0.861)\tData 0.000 (0.568)\tLoss 1.8395 (1.7547)\tPrec@1 25.781 (27.118)\tPrec@5 89.062 (91.445)\n",
            "Epoch: [62][510/663]\tTime 0.270 (0.864)\tData 0.000 (0.570)\tLoss 1.7154 (1.7546)\tPrec@1 34.375 (27.135)\tPrec@5 92.969 (91.454)\n",
            "Epoch: [62][520/663]\tTime 3.636 (0.866)\tData 3.276 (0.572)\tLoss 1.7581 (1.7546)\tPrec@1 28.125 (27.143)\tPrec@5 90.234 (91.451)\n",
            "Epoch: [62][530/663]\tTime 0.281 (0.860)\tData 0.000 (0.567)\tLoss 1.7441 (1.7548)\tPrec@1 30.078 (27.185)\tPrec@5 90.234 (91.448)\n",
            "Epoch: [62][540/663]\tTime 0.329 (0.861)\tData 0.002 (0.568)\tLoss 1.8079 (1.7549)\tPrec@1 23.828 (27.171)\tPrec@5 89.062 (91.438)\n",
            "Epoch: [62][550/663]\tTime 3.086 (0.862)\tData 2.767 (0.569)\tLoss 1.7887 (1.7552)\tPrec@1 25.000 (27.170)\tPrec@5 91.797 (91.432)\n",
            "Epoch: [62][560/663]\tTime 0.316 (0.858)\tData 0.000 (0.565)\tLoss 1.6906 (1.7550)\tPrec@1 31.641 (27.186)\tPrec@5 93.750 (91.433)\n",
            "Epoch: [62][570/663]\tTime 0.277 (0.858)\tData 0.000 (0.565)\tLoss 1.7956 (1.7555)\tPrec@1 24.609 (27.154)\tPrec@5 91.016 (91.417)\n",
            "Epoch: [62][580/663]\tTime 3.115 (0.860)\tData 2.801 (0.567)\tLoss 1.8545 (1.7560)\tPrec@1 22.266 (27.149)\tPrec@5 89.844 (91.401)\n",
            "Epoch: [62][590/663]\tTime 0.382 (0.856)\tData 0.003 (0.563)\tLoss 1.7394 (1.7556)\tPrec@1 22.656 (27.140)\tPrec@5 91.016 (91.406)\n",
            "Epoch: [62][600/663]\tTime 0.286 (0.857)\tData 0.004 (0.564)\tLoss 1.6721 (1.7554)\tPrec@1 32.031 (27.142)\tPrec@5 93.750 (91.414)\n",
            "Epoch: [62][610/663]\tTime 4.088 (0.859)\tData 3.704 (0.566)\tLoss 1.7258 (1.7553)\tPrec@1 26.953 (27.151)\tPrec@5 93.750 (91.413)\n",
            "Epoch: [62][620/663]\tTime 0.275 (0.855)\tData 0.000 (0.562)\tLoss 1.7832 (1.7555)\tPrec@1 29.297 (27.166)\tPrec@5 90.625 (91.410)\n",
            "Epoch: [62][630/663]\tTime 0.264 (0.857)\tData 0.000 (0.564)\tLoss 1.7627 (1.7555)\tPrec@1 25.781 (27.159)\tPrec@5 92.188 (91.416)\n",
            "Epoch: [62][640/663]\tTime 3.640 (0.860)\tData 3.303 (0.567)\tLoss 1.7022 (1.7553)\tPrec@1 22.266 (27.158)\tPrec@5 92.969 (91.428)\n",
            "Epoch: [62][650/663]\tTime 0.277 (0.856)\tData 0.012 (0.563)\tLoss 1.7214 (1.7552)\tPrec@1 23.828 (27.143)\tPrec@5 92.969 (91.429)\n",
            "Epoch: [62][660/663]\tTime 0.257 (0.852)\tData 0.000 (0.559)\tLoss 1.7333 (1.7553)\tPrec@1 23.828 (27.149)\tPrec@5 92.188 (91.424)\n",
            "Test: [0/166]\tTime 4.811 (4.811)\tLoss 2.5552 (2.5552)\tPrec@1 6.250 (6.250)\tPrec@5 68.750 (68.750)\n",
            "Test: [10/166]\tTime 0.343 (0.973)\tLoss 14.4867 (4.6544)\tPrec@1 0.000 (5.433)\tPrec@5 0.000 (56.818)\n",
            "Test: [20/166]\tTime 0.343 (0.936)\tLoss 14.1625 (9.2050)\tPrec@1 0.000 (2.846)\tPrec@5 0.000 (29.762)\n",
            "Test: [30/166]\tTime 3.841 (0.964)\tLoss 3.8558 (10.4696)\tPrec@1 12.891 (2.344)\tPrec@5 75.000 (22.581)\n",
            "Test: [40/166]\tTime 0.341 (0.891)\tLoss 2.0533 (8.4122)\tPrec@1 16.406 (6.002)\tPrec@5 87.891 (38.462)\n",
            "Test: [50/166]\tTime 0.320 (0.907)\tLoss 2.2258 (7.1812)\tPrec@1 11.719 (7.338)\tPrec@5 85.938 (47.894)\n",
            "Test: [60/166]\tTime 3.813 (0.919)\tLoss 2.1132 (6.3531)\tPrec@1 16.406 (8.491)\tPrec@5 91.016 (54.399)\n",
            "Test: [70/166]\tTime 0.324 (0.880)\tLoss 1.6225 (5.7135)\tPrec@1 19.922 (10.173)\tPrec@5 97.266 (59.980)\n",
            "Test: [80/166]\tTime 0.332 (0.888)\tLoss 1.5582 (5.2041)\tPrec@1 27.344 (11.926)\tPrec@5 98.438 (64.757)\n",
            "Test: [90/166]\tTime 3.399 (0.894)\tLoss 1.5292 (4.8047)\tPrec@1 25.000 (13.230)\tPrec@5 98.047 (68.501)\n",
            "Test: [100/166]\tTime 0.331 (0.869)\tLoss 1.5533 (4.4863)\tPrec@1 26.562 (14.302)\tPrec@5 98.438 (71.492)\n",
            "Test: [110/166]\tTime 0.330 (0.884)\tLoss 1.5121 (4.2187)\tPrec@1 37.891 (16.153)\tPrec@5 100.000 (73.997)\n",
            "Test: [120/166]\tTime 3.177 (0.885)\tLoss 1.2952 (3.9825)\tPrec@1 58.984 (19.044)\tPrec@5 99.609 (76.117)\n",
            "Test: [130/166]\tTime 0.322 (0.866)\tLoss 1.3398 (3.7844)\tPrec@1 55.859 (21.371)\tPrec@5 99.609 (77.904)\n",
            "Test: [140/166]\tTime 0.334 (0.874)\tLoss 1.5483 (3.6232)\tPrec@1 23.047 (22.238)\tPrec@5 99.609 (79.435)\n",
            "Test: [150/166]\tTime 3.193 (0.879)\tLoss 1.5833 (3.4886)\tPrec@1 19.141 (22.224)\tPrec@5 100.000 (80.766)\n",
            "Test: [160/166]\tTime 0.300 (0.865)\tLoss 1.9849 (3.3876)\tPrec@1 22.266 (22.103)\tPrec@5 88.672 (81.478)\n",
            " * Prec@1 21.787 Prec@5 80.990\n",
            "Epoch: [63][0/663]\tTime 6.833 (6.833)\tData 6.503 (6.503)\tLoss 1.6975 (1.6975)\tPrec@1 28.906 (28.906)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [63][10/663]\tTime 0.293 (1.224)\tData 0.000 (0.939)\tLoss 1.7550 (1.7418)\tPrec@1 28.125 (26.705)\tPrec@5 91.016 (91.406)\n",
            "Epoch: [63][20/663]\tTime 0.271 (1.147)\tData 0.002 (0.864)\tLoss 1.8413 (1.7486)\tPrec@1 28.125 (27.493)\tPrec@5 88.281 (91.350)\n",
            "Epoch: [63][30/663]\tTime 3.796 (1.090)\tData 3.495 (0.806)\tLoss 1.7291 (1.7455)\tPrec@1 29.688 (27.646)\tPrec@5 92.578 (91.507)\n",
            "Epoch: [63][40/663]\tTime 0.276 (0.982)\tData 0.000 (0.699)\tLoss 1.7398 (1.7515)\tPrec@1 26.172 (27.715)\tPrec@5 92.578 (91.387)\n",
            "Epoch: [63][50/663]\tTime 0.276 (0.978)\tData 0.000 (0.692)\tLoss 1.7685 (1.7539)\tPrec@1 26.562 (27.474)\tPrec@5 92.188 (91.429)\n",
            "Epoch: [63][60/663]\tTime 3.727 (0.974)\tData 3.384 (0.688)\tLoss 1.7941 (1.7534)\tPrec@1 23.438 (27.318)\tPrec@5 90.625 (91.554)\n",
            "Epoch: [63][70/663]\tTime 0.269 (0.929)\tData 0.001 (0.643)\tLoss 1.7397 (1.7533)\tPrec@1 28.516 (27.448)\tPrec@5 92.578 (91.472)\n",
            "Epoch: [63][80/663]\tTime 0.272 (0.927)\tData 0.000 (0.641)\tLoss 1.7175 (1.7531)\tPrec@1 27.344 (27.339)\tPrec@5 91.797 (91.474)\n",
            "Epoch: [63][90/663]\tTime 1.343 (0.925)\tData 1.063 (0.639)\tLoss 1.8400 (1.7543)\tPrec@1 24.219 (27.215)\tPrec@5 87.109 (91.402)\n",
            "Epoch: [63][100/663]\tTime 0.358 (0.922)\tData 0.000 (0.636)\tLoss 1.6784 (1.7518)\tPrec@1 28.906 (27.266)\tPrec@5 94.141 (91.457)\n",
            "Epoch: [63][110/663]\tTime 0.290 (0.897)\tData 0.000 (0.610)\tLoss 1.7932 (1.7504)\tPrec@1 27.734 (27.323)\tPrec@5 89.453 (91.551)\n",
            "Epoch: [63][120/663]\tTime 0.272 (0.903)\tData 0.001 (0.615)\tLoss 1.7609 (1.7511)\tPrec@1 23.438 (27.282)\tPrec@5 91.406 (91.487)\n",
            "Epoch: [63][130/663]\tTime 0.270 (0.915)\tData 0.000 (0.628)\tLoss 1.8001 (1.7503)\tPrec@1 23.828 (27.293)\tPrec@5 89.844 (91.508)\n",
            "Epoch: [63][140/663]\tTime 0.321 (0.897)\tData 0.000 (0.610)\tLoss 1.7177 (1.7506)\tPrec@1 25.391 (27.272)\tPrec@5 92.188 (91.464)\n",
            "Epoch: [63][150/663]\tTime 0.320 (0.902)\tData 0.000 (0.613)\tLoss 1.7852 (1.7504)\tPrec@1 25.781 (27.295)\tPrec@5 88.672 (91.489)\n",
            "Epoch: [63][160/663]\tTime 0.315 (0.909)\tData 0.000 (0.619)\tLoss 1.7596 (1.7500)\tPrec@1 26.953 (27.349)\tPrec@5 91.406 (91.464)\n",
            "Epoch: [63][170/663]\tTime 0.285 (0.889)\tData 0.000 (0.599)\tLoss 1.7225 (1.7501)\tPrec@1 27.344 (27.369)\tPrec@5 94.531 (91.502)\n",
            "Epoch: [63][180/663]\tTime 0.276 (0.897)\tData 0.000 (0.606)\tLoss 1.7882 (1.7511)\tPrec@1 28.125 (27.266)\tPrec@5 89.453 (91.482)\n",
            "Epoch: [63][190/663]\tTime 0.278 (0.901)\tData 0.000 (0.610)\tLoss 1.6985 (1.7522)\tPrec@1 30.469 (27.239)\tPrec@5 92.969 (91.451)\n",
            "Epoch: [63][200/663]\tTime 0.283 (0.884)\tData 0.004 (0.593)\tLoss 1.7756 (1.7527)\tPrec@1 30.078 (27.233)\tPrec@5 91.406 (91.472)\n",
            "Epoch: [63][210/663]\tTime 0.260 (0.889)\tData 0.000 (0.598)\tLoss 1.6913 (1.7516)\tPrec@1 30.469 (27.392)\tPrec@5 94.922 (91.499)\n",
            "Epoch: [63][220/663]\tTime 0.263 (0.891)\tData 0.000 (0.601)\tLoss 1.7494 (1.7523)\tPrec@1 27.344 (27.314)\tPrec@5 89.062 (91.475)\n",
            "Epoch: [63][230/663]\tTime 0.275 (0.876)\tData 0.000 (0.586)\tLoss 1.7563 (1.7521)\tPrec@1 27.734 (27.323)\tPrec@5 91.406 (91.498)\n",
            "Epoch: [63][240/663]\tTime 0.286 (0.878)\tData 0.004 (0.587)\tLoss 1.6844 (1.7525)\tPrec@1 30.078 (27.311)\tPrec@5 94.531 (91.479)\n",
            "Epoch: [63][250/663]\tTime 0.269 (0.883)\tData 0.000 (0.592)\tLoss 1.7192 (1.7525)\tPrec@1 26.953 (27.280)\tPrec@5 93.359 (91.487)\n",
            "Epoch: [63][260/663]\tTime 0.278 (0.874)\tData 0.000 (0.583)\tLoss 1.6967 (1.7529)\tPrec@1 28.125 (27.320)\tPrec@5 93.750 (91.489)\n",
            "Epoch: [63][270/663]\tTime 0.278 (0.874)\tData 0.000 (0.583)\tLoss 1.7367 (1.7531)\tPrec@1 28.906 (27.315)\tPrec@5 91.797 (91.494)\n",
            "Epoch: [63][280/663]\tTime 0.259 (0.878)\tData 0.000 (0.586)\tLoss 1.7726 (1.7537)\tPrec@1 29.297 (27.338)\tPrec@5 91.016 (91.456)\n",
            "Epoch: [63][290/663]\tTime 0.407 (0.867)\tData 0.003 (0.575)\tLoss 1.7054 (1.7542)\tPrec@1 29.297 (27.299)\tPrec@5 94.531 (91.440)\n",
            "Epoch: [63][300/663]\tTime 0.319 (0.869)\tData 0.000 (0.577)\tLoss 1.6918 (1.7529)\tPrec@1 24.219 (27.315)\tPrec@5 94.922 (91.502)\n",
            "Epoch: [63][310/663]\tTime 0.262 (0.872)\tData 0.000 (0.580)\tLoss 1.7583 (1.7526)\tPrec@1 30.469 (27.321)\tPrec@5 91.016 (91.514)\n",
            "Epoch: [63][320/663]\tTime 0.272 (0.864)\tData 0.000 (0.572)\tLoss 1.8262 (1.7529)\tPrec@1 22.656 (27.327)\tPrec@5 88.281 (91.491)\n",
            "Epoch: [63][330/663]\tTime 0.267 (0.868)\tData 0.001 (0.577)\tLoss 1.7268 (1.7534)\tPrec@1 27.734 (27.285)\tPrec@5 91.406 (91.472)\n",
            "Epoch: [63][340/663]\tTime 0.377 (0.872)\tData 0.000 (0.581)\tLoss 1.7296 (1.7529)\tPrec@1 27.734 (27.260)\tPrec@5 91.406 (91.484)\n",
            "Epoch: [63][350/663]\tTime 0.273 (0.866)\tData 0.000 (0.574)\tLoss 1.7486 (1.7532)\tPrec@1 29.688 (27.238)\tPrec@5 90.234 (91.467)\n",
            "Epoch: [63][360/663]\tTime 0.263 (0.870)\tData 0.000 (0.579)\tLoss 1.7363 (1.7535)\tPrec@1 23.828 (27.202)\tPrec@5 94.531 (91.479)\n",
            "Epoch: [63][370/663]\tTime 0.289 (0.871)\tData 0.000 (0.579)\tLoss 1.7637 (1.7535)\tPrec@1 29.297 (27.209)\tPrec@5 91.016 (91.474)\n",
            "Epoch: [63][380/663]\tTime 0.280 (0.865)\tData 0.000 (0.573)\tLoss 1.6972 (1.7538)\tPrec@1 25.391 (27.186)\tPrec@5 89.062 (91.452)\n",
            "Epoch: [63][390/663]\tTime 0.292 (0.868)\tData 0.000 (0.576)\tLoss 1.7435 (1.7539)\tPrec@1 25.000 (27.152)\tPrec@5 91.406 (91.465)\n",
            "Epoch: [63][400/663]\tTime 0.278 (0.872)\tData 0.000 (0.580)\tLoss 1.7511 (1.7543)\tPrec@1 28.125 (27.144)\tPrec@5 90.625 (91.437)\n",
            "Epoch: [63][410/663]\tTime 0.272 (0.867)\tData 0.000 (0.575)\tLoss 1.7572 (1.7538)\tPrec@1 26.172 (27.164)\tPrec@5 92.969 (91.466)\n",
            "Epoch: [63][420/663]\tTime 0.261 (0.870)\tData 0.000 (0.578)\tLoss 1.7304 (1.7534)\tPrec@1 27.734 (27.193)\tPrec@5 91.016 (91.483)\n",
            "Epoch: [63][430/663]\tTime 0.262 (0.873)\tData 0.000 (0.581)\tLoss 1.7864 (1.7535)\tPrec@1 27.344 (27.186)\tPrec@5 89.844 (91.481)\n",
            "Epoch: [63][440/663]\tTime 0.277 (0.867)\tData 0.000 (0.575)\tLoss 1.7890 (1.7532)\tPrec@1 28.125 (27.183)\tPrec@5 87.500 (91.482)\n",
            "Epoch: [63][450/663]\tTime 0.268 (0.870)\tData 0.000 (0.579)\tLoss 1.7410 (1.7533)\tPrec@1 24.609 (27.170)\tPrec@5 91.406 (91.476)\n",
            "Epoch: [63][460/663]\tTime 0.354 (0.874)\tData 0.000 (0.583)\tLoss 1.7408 (1.7531)\tPrec@1 24.219 (27.145)\tPrec@5 92.578 (91.495)\n",
            "Epoch: [63][470/663]\tTime 0.271 (0.869)\tData 0.001 (0.577)\tLoss 1.7545 (1.7528)\tPrec@1 30.469 (27.177)\tPrec@5 92.578 (91.511)\n",
            "Epoch: [63][480/663]\tTime 0.273 (0.872)\tData 0.000 (0.580)\tLoss 1.8342 (1.7533)\tPrec@1 23.828 (27.171)\tPrec@5 89.062 (91.500)\n",
            "Epoch: [63][490/663]\tTime 0.324 (0.876)\tData 0.000 (0.584)\tLoss 1.7194 (1.7532)\tPrec@1 29.688 (27.157)\tPrec@5 94.141 (91.515)\n",
            "Epoch: [63][500/663]\tTime 0.295 (0.870)\tData 0.000 (0.578)\tLoss 1.7754 (1.7528)\tPrec@1 27.344 (27.201)\tPrec@5 92.969 (91.528)\n",
            "Epoch: [63][510/663]\tTime 0.282 (0.872)\tData 0.000 (0.580)\tLoss 1.7874 (1.7530)\tPrec@1 25.000 (27.191)\tPrec@5 90.234 (91.522)\n",
            "Epoch: [63][520/663]\tTime 0.273 (0.875)\tData 0.000 (0.583)\tLoss 1.7915 (1.7535)\tPrec@1 29.297 (27.183)\tPrec@5 91.016 (91.501)\n",
            "Epoch: [63][530/663]\tTime 0.279 (0.872)\tData 0.000 (0.580)\tLoss 1.8037 (1.7535)\tPrec@1 26.562 (27.165)\tPrec@5 89.453 (91.497)\n",
            "Epoch: [63][540/663]\tTime 0.268 (0.875)\tData 0.000 (0.582)\tLoss 1.8073 (1.7538)\tPrec@1 28.125 (27.146)\tPrec@5 87.891 (91.494)\n",
            "Epoch: [63][550/663]\tTime 0.262 (0.877)\tData 0.000 (0.585)\tLoss 1.7689 (1.7537)\tPrec@1 24.219 (27.139)\tPrec@5 90.234 (91.502)\n",
            "Epoch: [63][560/663]\tTime 0.270 (0.873)\tData 0.000 (0.581)\tLoss 1.8208 (1.7541)\tPrec@1 26.172 (27.116)\tPrec@5 89.062 (91.470)\n",
            "Epoch: [63][570/663]\tTime 0.268 (0.875)\tData 0.000 (0.583)\tLoss 1.7263 (1.7542)\tPrec@1 26.953 (27.102)\tPrec@5 92.188 (91.475)\n",
            "Epoch: [63][580/663]\tTime 0.273 (0.877)\tData 0.000 (0.585)\tLoss 1.7776 (1.7543)\tPrec@1 26.172 (27.096)\tPrec@5 91.797 (91.457)\n",
            "Epoch: [63][590/663]\tTime 0.276 (0.874)\tData 0.000 (0.582)\tLoss 1.8376 (1.7544)\tPrec@1 23.828 (27.079)\tPrec@5 89.062 (91.465)\n",
            "Epoch: [63][600/663]\tTime 0.268 (0.876)\tData 0.000 (0.584)\tLoss 1.7075 (1.7542)\tPrec@1 30.859 (27.079)\tPrec@5 91.797 (91.474)\n",
            "Epoch: [63][610/663]\tTime 0.299 (0.878)\tData 0.003 (0.586)\tLoss 1.7495 (1.7540)\tPrec@1 30.469 (27.068)\tPrec@5 90.625 (91.475)\n",
            "Epoch: [63][620/663]\tTime 0.286 (0.873)\tData 0.000 (0.581)\tLoss 1.7817 (1.7546)\tPrec@1 27.734 (27.061)\tPrec@5 90.234 (91.466)\n",
            "Epoch: [63][630/663]\tTime 0.279 (0.874)\tData 0.001 (0.583)\tLoss 1.7260 (1.7548)\tPrec@1 25.000 (27.078)\tPrec@5 92.188 (91.446)\n",
            "Epoch: [63][640/663]\tTime 0.373 (0.876)\tData 0.000 (0.584)\tLoss 1.8006 (1.7549)\tPrec@1 26.953 (27.080)\tPrec@5 90.234 (91.441)\n",
            "Epoch: [63][650/663]\tTime 0.299 (0.872)\tData 0.008 (0.580)\tLoss 1.7493 (1.7551)\tPrec@1 28.906 (27.084)\tPrec@5 90.234 (91.440)\n",
            "Epoch: [63][660/663]\tTime 0.286 (0.868)\tData 0.000 (0.576)\tLoss 1.8172 (1.7549)\tPrec@1 31.250 (27.107)\tPrec@5 88.281 (91.440)\n",
            "Test: [0/166]\tTime 4.902 (4.902)\tLoss 2.5097 (2.5097)\tPrec@1 10.938 (10.938)\tPrec@5 71.875 (71.875)\n",
            "Test: [10/166]\tTime 0.350 (1.043)\tLoss 14.7042 (4.6569)\tPrec@1 0.000 (8.061)\tPrec@5 0.000 (60.050)\n",
            "Test: [20/166]\tTime 0.331 (0.978)\tLoss 14.3799 (9.3060)\tPrec@1 0.000 (4.222)\tPrec@5 0.000 (31.455)\n",
            "Test: [30/166]\tTime 3.159 (0.958)\tLoss 4.0264 (10.6039)\tPrec@1 8.594 (3.138)\tPrec@5 73.828 (23.690)\n",
            "Test: [40/166]\tTime 0.320 (0.878)\tLoss 2.2035 (8.5495)\tPrec@1 9.766 (5.212)\tPrec@5 87.500 (39.072)\n",
            "Test: [50/166]\tTime 0.319 (0.877)\tLoss 2.3743 (7.3191)\tPrec@1 8.594 (5.744)\tPrec@5 85.156 (48.238)\n",
            "Test: [60/166]\tTime 2.585 (0.867)\tLoss 2.2674 (6.4927)\tPrec@1 11.328 (6.320)\tPrec@5 90.234 (54.534)\n",
            "Test: [70/166]\tTime 0.315 (0.828)\tLoss 1.5996 (5.8405)\tPrec@1 19.922 (7.983)\tPrec@5 98.047 (60.085)\n",
            "Test: [80/166]\tTime 0.572 (0.833)\tLoss 1.5446 (5.3139)\tPrec@1 28.516 (9.891)\tPrec@5 98.828 (64.906)\n",
            "Test: [90/166]\tTime 2.708 (0.836)\tLoss 1.5167 (4.9013)\tPrec@1 24.219 (11.332)\tPrec@5 99.219 (68.660)\n",
            "Test: [100/166]\tTime 0.320 (0.813)\tLoss 1.5439 (4.5719)\tPrec@1 26.953 (12.573)\tPrec@5 98.438 (71.678)\n",
            "Test: [110/166]\tTime 0.474 (0.825)\tLoss 1.4189 (4.2918)\tPrec@1 41.797 (14.770)\tPrec@5 100.000 (74.184)\n",
            "Test: [120/166]\tTime 2.380 (0.823)\tLoss 1.2286 (4.0433)\tPrec@1 61.328 (18.020)\tPrec@5 99.609 (76.307)\n",
            "Test: [130/166]\tTime 0.317 (0.808)\tLoss 1.2739 (3.8351)\tPrec@1 56.250 (20.635)\tPrec@5 100.000 (78.098)\n",
            "Test: [140/166]\tTime 0.435 (0.809)\tLoss 1.4710 (3.6647)\tPrec@1 33.203 (21.969)\tPrec@5 100.000 (79.643)\n",
            "Test: [150/166]\tTime 2.775 (0.811)\tLoss 1.5040 (3.5220)\tPrec@1 26.172 (22.610)\tPrec@5 100.000 (80.978)\n",
            "Test: [160/166]\tTime 0.306 (0.794)\tLoss 2.1885 (3.4257)\tPrec@1 5.469 (22.006)\tPrec@5 85.156 (81.565)\n",
            " * Prec@1 21.615 Prec@5 81.073\n",
            "Epoch: [64][0/663]\tTime 6.153 (6.153)\tData 5.840 (5.840)\tLoss 1.7548 (1.7548)\tPrec@1 25.781 (25.781)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [64][10/663]\tTime 0.284 (1.114)\tData 0.000 (0.834)\tLoss 1.7418 (1.7372)\tPrec@1 25.781 (27.628)\tPrec@5 93.359 (92.152)\n",
            "Epoch: [64][20/663]\tTime 0.272 (1.063)\tData 0.000 (0.783)\tLoss 1.7038 (1.7467)\tPrec@1 27.734 (27.604)\tPrec@5 92.578 (92.076)\n",
            "Epoch: [64][30/663]\tTime 2.956 (1.002)\tData 2.633 (0.720)\tLoss 1.7555 (1.7555)\tPrec@1 28.125 (27.508)\tPrec@5 89.062 (91.721)\n",
            "Epoch: [64][40/663]\tTime 0.293 (0.934)\tData 0.005 (0.653)\tLoss 1.7415 (1.7573)\tPrec@1 26.172 (27.191)\tPrec@5 91.797 (91.568)\n",
            "Epoch: [64][50/663]\tTime 0.267 (0.936)\tData 0.000 (0.654)\tLoss 1.7788 (1.7578)\tPrec@1 27.344 (27.267)\tPrec@5 90.234 (91.475)\n",
            "Epoch: [64][60/663]\tTime 1.129 (0.895)\tData 0.853 (0.611)\tLoss 1.7005 (1.7549)\tPrec@1 28.906 (27.312)\tPrec@5 94.531 (91.586)\n",
            "Epoch: [64][70/663]\tTime 0.351 (0.888)\tData 0.000 (0.602)\tLoss 1.7548 (1.7537)\tPrec@1 25.000 (27.234)\tPrec@5 90.625 (91.560)\n",
            "Epoch: [64][80/663]\tTime 0.267 (0.884)\tData 0.000 (0.598)\tLoss 1.7035 (1.7509)\tPrec@1 32.422 (27.464)\tPrec@5 89.844 (91.556)\n",
            "Epoch: [64][90/663]\tTime 1.381 (0.862)\tData 1.105 (0.574)\tLoss 1.7178 (1.7503)\tPrec@1 29.297 (27.370)\tPrec@5 90.625 (91.552)\n",
            "Epoch: [64][100/663]\tTime 0.279 (0.852)\tData 0.000 (0.565)\tLoss 1.7327 (1.7480)\tPrec@1 27.344 (27.402)\tPrec@5 91.016 (91.615)\n",
            "Epoch: [64][110/663]\tTime 0.271 (0.854)\tData 0.001 (0.565)\tLoss 1.6479 (1.7483)\tPrec@1 28.125 (27.333)\tPrec@5 94.141 (91.551)\n",
            "Epoch: [64][120/663]\tTime 0.933 (0.838)\tData 0.657 (0.549)\tLoss 1.7059 (1.7488)\tPrec@1 28.125 (27.163)\tPrec@5 93.359 (91.593)\n",
            "Epoch: [64][130/663]\tTime 0.357 (0.838)\tData 0.000 (0.549)\tLoss 1.7209 (1.7488)\tPrec@1 25.000 (27.132)\tPrec@5 94.922 (91.591)\n",
            "Epoch: [64][140/663]\tTime 0.358 (0.842)\tData 0.004 (0.552)\tLoss 1.8054 (1.7497)\tPrec@1 27.734 (27.136)\tPrec@5 89.453 (91.561)\n",
            "Epoch: [64][150/663]\tTime 0.648 (0.827)\tData 0.356 (0.535)\tLoss 1.7161 (1.7486)\tPrec@1 31.641 (27.196)\tPrec@5 91.797 (91.582)\n",
            "Epoch: [64][160/663]\tTime 0.430 (0.828)\tData 0.000 (0.534)\tLoss 1.8248 (1.7504)\tPrec@1 26.562 (27.150)\tPrec@5 91.016 (91.549)\n",
            "Epoch: [64][170/663]\tTime 0.270 (0.830)\tData 0.000 (0.536)\tLoss 1.7607 (1.7520)\tPrec@1 26.172 (27.042)\tPrec@5 92.188 (91.488)\n",
            "Epoch: [64][180/663]\tTime 0.819 (0.820)\tData 0.531 (0.526)\tLoss 1.7842 (1.7521)\tPrec@1 30.469 (27.089)\tPrec@5 89.844 (91.495)\n",
            "Epoch: [64][190/663]\tTime 0.376 (0.824)\tData 0.001 (0.529)\tLoss 1.7740 (1.7511)\tPrec@1 24.609 (27.174)\tPrec@5 92.188 (91.521)\n",
            "Epoch: [64][200/663]\tTime 0.274 (0.829)\tData 0.000 (0.534)\tLoss 1.7506 (1.7508)\tPrec@1 28.125 (27.233)\tPrec@5 91.406 (91.540)\n",
            "Epoch: [64][210/663]\tTime 0.518 (0.820)\tData 0.241 (0.524)\tLoss 1.7657 (1.7503)\tPrec@1 26.562 (27.264)\tPrec@5 90.625 (91.547)\n",
            "Epoch: [64][220/663]\tTime 0.311 (0.822)\tData 0.000 (0.526)\tLoss 1.7342 (1.7503)\tPrec@1 28.906 (27.282)\tPrec@5 90.625 (91.556)\n",
            "Epoch: [64][230/663]\tTime 0.275 (0.826)\tData 0.001 (0.529)\tLoss 1.6528 (1.7502)\tPrec@1 32.031 (27.318)\tPrec@5 94.141 (91.545)\n",
            "Epoch: [64][240/663]\tTime 0.296 (0.818)\tData 0.002 (0.521)\tLoss 1.7365 (1.7501)\tPrec@1 25.000 (27.345)\tPrec@5 91.797 (91.552)\n",
            "Epoch: [64][250/663]\tTime 0.285 (0.821)\tData 0.000 (0.524)\tLoss 1.7821 (1.7491)\tPrec@1 26.562 (27.398)\tPrec@5 91.016 (91.581)\n",
            "Epoch: [64][260/663]\tTime 0.270 (0.823)\tData 0.000 (0.527)\tLoss 1.7772 (1.7498)\tPrec@1 27.344 (27.350)\tPrec@5 90.234 (91.572)\n",
            "Epoch: [64][270/663]\tTime 0.280 (0.817)\tData 0.000 (0.520)\tLoss 1.6901 (1.7487)\tPrec@1 28.516 (27.420)\tPrec@5 92.578 (91.605)\n",
            "Epoch: [64][280/663]\tTime 0.338 (0.817)\tData 0.000 (0.519)\tLoss 1.8277 (1.7488)\tPrec@1 28.516 (27.397)\tPrec@5 89.062 (91.593)\n",
            "Epoch: [64][290/663]\tTime 0.274 (0.818)\tData 0.000 (0.520)\tLoss 1.6887 (1.7486)\tPrec@1 29.688 (27.404)\tPrec@5 92.969 (91.609)\n",
            "Epoch: [64][300/663]\tTime 0.264 (0.811)\tData 0.000 (0.513)\tLoss 1.7390 (1.7483)\tPrec@1 29.297 (27.390)\tPrec@5 91.797 (91.633)\n",
            "Epoch: [64][310/663]\tTime 0.282 (0.814)\tData 0.000 (0.516)\tLoss 1.6939 (1.7488)\tPrec@1 25.000 (27.373)\tPrec@5 92.578 (91.608)\n",
            "Epoch: [64][320/663]\tTime 0.326 (0.817)\tData 0.004 (0.519)\tLoss 1.7440 (1.7487)\tPrec@1 28.125 (27.374)\tPrec@5 92.578 (91.589)\n",
            "Epoch: [64][330/663]\tTime 0.281 (0.810)\tData 0.000 (0.512)\tLoss 1.6966 (1.7489)\tPrec@1 30.469 (27.379)\tPrec@5 92.188 (91.558)\n",
            "Epoch: [64][340/663]\tTime 0.266 (0.813)\tData 0.003 (0.515)\tLoss 1.7542 (1.7492)\tPrec@1 29.297 (27.376)\tPrec@5 91.406 (91.557)\n",
            "Epoch: [64][350/663]\tTime 0.300 (0.816)\tData 0.001 (0.518)\tLoss 1.7948 (1.7490)\tPrec@1 32.422 (27.415)\tPrec@5 91.016 (91.575)\n",
            "Epoch: [64][360/663]\tTime 0.268 (0.810)\tData 0.000 (0.512)\tLoss 1.7722 (1.7495)\tPrec@1 25.000 (27.401)\tPrec@5 91.797 (91.564)\n",
            "Epoch: [64][370/663]\tTime 0.268 (0.812)\tData 0.004 (0.514)\tLoss 1.8065 (1.7495)\tPrec@1 26.172 (27.389)\tPrec@5 90.234 (91.568)\n",
            "Epoch: [64][380/663]\tTime 0.277 (0.814)\tData 0.000 (0.516)\tLoss 1.7045 (1.7495)\tPrec@1 28.906 (27.392)\tPrec@5 94.922 (91.574)\n",
            "Epoch: [64][390/663]\tTime 0.357 (0.809)\tData 0.001 (0.511)\tLoss 1.7189 (1.7494)\tPrec@1 29.297 (27.439)\tPrec@5 91.406 (91.556)\n",
            "Epoch: [64][400/663]\tTime 0.272 (0.811)\tData 0.000 (0.513)\tLoss 1.7654 (1.7496)\tPrec@1 27.344 (27.431)\tPrec@5 91.406 (91.548)\n",
            "Epoch: [64][410/663]\tTime 0.302 (0.813)\tData 0.000 (0.515)\tLoss 1.8213 (1.7493)\tPrec@1 22.656 (27.427)\tPrec@5 89.453 (91.546)\n",
            "Epoch: [64][420/663]\tTime 0.273 (0.807)\tData 0.000 (0.509)\tLoss 1.8163 (1.7493)\tPrec@1 22.656 (27.421)\tPrec@5 93.359 (91.551)\n",
            "Epoch: [64][430/663]\tTime 0.268 (0.810)\tData 0.000 (0.512)\tLoss 1.7257 (1.7494)\tPrec@1 30.078 (27.418)\tPrec@5 91.016 (91.528)\n",
            "Epoch: [64][440/663]\tTime 0.367 (0.812)\tData 0.000 (0.514)\tLoss 1.6986 (1.7494)\tPrec@1 30.469 (27.432)\tPrec@5 92.969 (91.537)\n",
            "Epoch: [64][450/663]\tTime 0.269 (0.807)\tData 0.000 (0.509)\tLoss 1.7061 (1.7494)\tPrec@1 30.469 (27.459)\tPrec@5 94.531 (91.539)\n",
            "Epoch: [64][460/663]\tTime 0.262 (0.810)\tData 0.000 (0.512)\tLoss 1.7975 (1.7495)\tPrec@1 23.828 (27.445)\tPrec@5 90.234 (91.529)\n",
            "Epoch: [64][470/663]\tTime 0.276 (0.813)\tData 0.000 (0.515)\tLoss 1.7198 (1.7502)\tPrec@1 28.516 (27.423)\tPrec@5 91.797 (91.510)\n",
            "Epoch: [64][480/663]\tTime 0.345 (0.807)\tData 0.000 (0.509)\tLoss 1.7451 (1.7503)\tPrec@1 32.812 (27.427)\tPrec@5 91.016 (91.516)\n",
            "Epoch: [64][490/663]\tTime 0.266 (0.809)\tData 0.000 (0.511)\tLoss 1.7493 (1.7505)\tPrec@1 25.391 (27.418)\tPrec@5 92.188 (91.503)\n",
            "Epoch: [64][500/663]\tTime 0.287 (0.810)\tData 0.000 (0.513)\tLoss 1.7020 (1.7503)\tPrec@1 25.391 (27.415)\tPrec@5 92.969 (91.509)\n",
            "Epoch: [64][510/663]\tTime 0.277 (0.806)\tData 0.000 (0.508)\tLoss 1.7816 (1.7510)\tPrec@1 25.391 (27.371)\tPrec@5 89.844 (91.487)\n",
            "Epoch: [64][520/663]\tTime 0.285 (0.810)\tData 0.000 (0.512)\tLoss 1.7351 (1.7513)\tPrec@1 27.734 (27.326)\tPrec@5 93.750 (91.487)\n",
            "Epoch: [64][530/663]\tTime 0.281 (0.813)\tData 0.000 (0.516)\tLoss 1.7931 (1.7512)\tPrec@1 26.562 (27.298)\tPrec@5 91.406 (91.493)\n",
            "Epoch: [64][540/663]\tTime 0.287 (0.810)\tData 0.000 (0.512)\tLoss 1.7579 (1.7514)\tPrec@1 24.609 (27.262)\tPrec@5 91.797 (91.491)\n",
            "Epoch: [64][550/663]\tTime 0.274 (0.812)\tData 0.001 (0.515)\tLoss 1.7752 (1.7518)\tPrec@1 28.516 (27.233)\tPrec@5 92.969 (91.491)\n",
            "Epoch: [64][560/663]\tTime 0.298 (0.815)\tData 0.001 (0.517)\tLoss 1.7436 (1.7518)\tPrec@1 27.734 (27.246)\tPrec@5 91.016 (91.495)\n",
            "Epoch: [64][570/663]\tTime 0.266 (0.812)\tData 0.000 (0.514)\tLoss 1.7960 (1.7515)\tPrec@1 22.656 (27.255)\tPrec@5 89.453 (91.491)\n",
            "Epoch: [64][580/663]\tTime 0.276 (0.814)\tData 0.000 (0.516)\tLoss 1.8180 (1.7519)\tPrec@1 25.781 (27.244)\tPrec@5 88.281 (91.476)\n",
            "Epoch: [64][590/663]\tTime 0.278 (0.816)\tData 0.000 (0.518)\tLoss 1.7705 (1.7525)\tPrec@1 28.906 (27.212)\tPrec@5 90.234 (91.466)\n",
            "Epoch: [64][600/663]\tTime 0.287 (0.813)\tData 0.003 (0.515)\tLoss 1.6623 (1.7523)\tPrec@1 33.984 (27.209)\tPrec@5 94.141 (91.465)\n",
            "Epoch: [64][610/663]\tTime 0.261 (0.816)\tData 0.000 (0.518)\tLoss 1.7474 (1.7524)\tPrec@1 26.562 (27.202)\tPrec@5 89.453 (91.463)\n",
            "Epoch: [64][620/663]\tTime 0.281 (0.818)\tData 0.001 (0.520)\tLoss 1.7573 (1.7525)\tPrec@1 26.953 (27.190)\tPrec@5 90.234 (91.452)\n",
            "Epoch: [64][630/663]\tTime 0.280 (0.814)\tData 0.003 (0.517)\tLoss 1.6291 (1.7526)\tPrec@1 31.250 (27.206)\tPrec@5 96.094 (91.458)\n",
            "Epoch: [64][640/663]\tTime 0.270 (0.817)\tData 0.000 (0.520)\tLoss 1.7378 (1.7531)\tPrec@1 25.391 (27.200)\tPrec@5 93.750 (91.447)\n",
            "Epoch: [64][650/663]\tTime 0.346 (0.819)\tData 0.011 (0.521)\tLoss 1.7274 (1.7535)\tPrec@1 25.781 (27.179)\tPrec@5 92.578 (91.442)\n",
            "Epoch: [64][660/663]\tTime 0.262 (0.812)\tData 0.000 (0.515)\tLoss 1.8023 (1.7537)\tPrec@1 23.047 (27.179)\tPrec@5 93.359 (91.442)\n",
            "Test: [0/166]\tTime 4.646 (4.646)\tLoss 2.1605 (2.1605)\tPrec@1 18.359 (18.359)\tPrec@5 75.391 (75.391)\n",
            "Test: [10/166]\tTime 0.335 (0.981)\tLoss 14.6382 (4.3521)\tPrec@1 0.000 (14.986)\tPrec@5 0.000 (62.607)\n",
            "Test: [20/166]\tTime 0.356 (0.928)\tLoss 14.2828 (9.1108)\tPrec@1 0.000 (7.850)\tPrec@5 0.000 (32.794)\n",
            "Test: [30/166]\tTime 2.306 (0.876)\tLoss 3.8934 (10.4462)\tPrec@1 12.500 (5.721)\tPrec@5 73.828 (24.597)\n",
            "Test: [40/166]\tTime 0.344 (0.825)\tLoss 2.0682 (8.3995)\tPrec@1 14.453 (8.670)\tPrec@5 87.891 (39.796)\n",
            "Test: [50/166]\tTime 0.350 (0.843)\tLoss 2.2461 (7.1736)\tPrec@1 11.328 (9.544)\tPrec@5 85.547 (48.843)\n",
            "Test: [60/166]\tTime 2.408 (0.831)\tLoss 2.1320 (6.3498)\tPrec@1 18.359 (10.419)\tPrec@5 89.844 (55.065)\n",
            "Test: [70/166]\tTime 0.317 (0.803)\tLoss 1.7290 (5.7205)\tPrec@1 25.391 (12.060)\tPrec@5 96.875 (60.459)\n",
            "Test: [80/166]\tTime 0.327 (0.812)\tLoss 1.6465 (5.2227)\tPrec@1 30.859 (13.995)\tPrec@5 98.438 (65.177)\n",
            "Test: [90/166]\tTime 2.797 (0.822)\tLoss 1.6107 (4.8313)\tPrec@1 30.859 (15.466)\tPrec@5 98.828 (68.870)\n",
            "Test: [100/166]\tTime 0.330 (0.801)\tLoss 1.6481 (4.5195)\tPrec@1 29.297 (16.723)\tPrec@5 98.438 (71.840)\n",
            "Test: [110/166]\tTime 0.336 (0.808)\tLoss 1.8341 (4.2665)\tPrec@1 5.469 (16.614)\tPrec@5 97.266 (74.254)\n",
            "Test: [120/166]\tTime 3.122 (0.814)\tLoss 1.5496 (4.0487)\tPrec@1 12.891 (16.009)\tPrec@5 99.219 (76.337)\n",
            "Test: [130/166]\tTime 0.344 (0.799)\tLoss 1.5792 (3.8651)\tPrec@1 10.547 (15.503)\tPrec@5 99.609 (78.095)\n",
            "Test: [140/166]\tTime 0.312 (0.809)\tLoss 1.3087 (3.6987)\tPrec@1 69.141 (16.969)\tPrec@5 100.000 (79.621)\n",
            "Test: [150/166]\tTime 3.708 (0.821)\tLoss 1.3343 (3.5434)\tPrec@1 64.453 (20.194)\tPrec@5 100.000 (80.963)\n",
            "Test: [160/166]\tTime 0.306 (0.808)\tLoss 2.0383 (3.4364)\tPrec@1 8.594 (20.514)\tPrec@5 85.547 (81.544)\n",
            " * Prec@1 20.153 Prec@5 81.061\n",
            "Epoch: [65][0/663]\tTime 6.611 (6.611)\tData 6.273 (6.273)\tLoss 1.7716 (1.7716)\tPrec@1 24.219 (24.219)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [65][10/663]\tTime 0.282 (1.212)\tData 0.002 (0.929)\tLoss 1.7828 (1.7524)\tPrec@1 20.312 (26.527)\tPrec@5 91.016 (91.229)\n",
            "Epoch: [65][20/663]\tTime 0.269 (1.112)\tData 0.000 (0.831)\tLoss 1.7264 (1.7575)\tPrec@1 29.297 (26.972)\tPrec@5 92.188 (91.536)\n",
            "Epoch: [65][30/663]\tTime 3.850 (1.070)\tData 3.533 (0.789)\tLoss 1.7494 (1.7573)\tPrec@1 29.297 (26.991)\tPrec@5 90.625 (91.331)\n",
            "Epoch: [65][40/663]\tTime 0.274 (0.968)\tData 0.000 (0.688)\tLoss 1.7236 (1.7554)\tPrec@1 25.781 (26.820)\tPrec@5 92.969 (91.444)\n",
            "Epoch: [65][50/663]\tTime 0.271 (0.982)\tData 0.000 (0.701)\tLoss 1.7159 (1.7584)\tPrec@1 28.125 (26.815)\tPrec@5 94.531 (91.429)\n",
            "Epoch: [65][60/663]\tTime 3.643 (0.984)\tData 3.317 (0.701)\tLoss 1.7117 (1.7599)\tPrec@1 26.562 (27.100)\tPrec@5 92.578 (91.265)\n",
            "Epoch: [65][70/663]\tTime 0.264 (0.935)\tData 0.000 (0.652)\tLoss 1.7031 (1.7639)\tPrec@1 28.906 (26.948)\tPrec@5 92.969 (91.159)\n",
            "Epoch: [65][80/663]\tTime 0.269 (0.944)\tData 0.000 (0.657)\tLoss 1.7752 (1.7613)\tPrec@1 26.562 (27.088)\tPrec@5 89.453 (91.262)\n",
            "Epoch: [65][90/663]\tTime 3.375 (0.944)\tData 3.061 (0.655)\tLoss 1.7461 (1.7599)\tPrec@1 28.906 (27.078)\tPrec@5 92.969 (91.338)\n",
            "Epoch: [65][100/663]\tTime 0.271 (0.913)\tData 0.001 (0.624)\tLoss 1.7559 (1.7605)\tPrec@1 25.391 (27.054)\tPrec@5 92.969 (91.313)\n",
            "Epoch: [65][110/663]\tTime 0.266 (0.908)\tData 0.000 (0.618)\tLoss 1.7520 (1.7589)\tPrec@1 28.906 (27.136)\tPrec@5 94.531 (91.403)\n",
            "Epoch: [65][120/663]\tTime 3.061 (0.905)\tData 2.751 (0.614)\tLoss 1.7374 (1.7566)\tPrec@1 26.953 (27.140)\tPrec@5 89.844 (91.477)\n",
            "Epoch: [65][130/663]\tTime 0.276 (0.879)\tData 0.004 (0.589)\tLoss 1.8355 (1.7572)\tPrec@1 27.734 (27.037)\tPrec@5 91.016 (91.493)\n",
            "Epoch: [65][140/663]\tTime 0.302 (0.877)\tData 0.000 (0.586)\tLoss 1.7525 (1.7569)\tPrec@1 30.078 (27.103)\tPrec@5 93.359 (91.484)\n",
            "Epoch: [65][150/663]\tTime 3.388 (0.881)\tData 3.087 (0.589)\tLoss 1.6888 (1.7560)\tPrec@1 26.953 (27.176)\tPrec@5 93.359 (91.523)\n",
            "Epoch: [65][160/663]\tTime 0.265 (0.866)\tData 0.000 (0.573)\tLoss 1.8032 (1.7565)\tPrec@1 26.953 (27.198)\tPrec@5 91.016 (91.520)\n",
            "Epoch: [65][170/663]\tTime 0.302 (0.872)\tData 0.000 (0.578)\tLoss 1.7032 (1.7559)\tPrec@1 30.859 (27.227)\tPrec@5 93.359 (91.507)\n",
            "Epoch: [65][180/663]\tTime 3.443 (0.876)\tData 3.136 (0.582)\tLoss 1.8099 (1.7560)\tPrec@1 23.047 (27.139)\tPrec@5 88.672 (91.514)\n",
            "Epoch: [65][190/663]\tTime 0.283 (0.863)\tData 0.000 (0.569)\tLoss 1.7559 (1.7551)\tPrec@1 24.609 (27.196)\tPrec@5 92.578 (91.554)\n",
            "Epoch: [65][200/663]\tTime 0.279 (0.868)\tData 0.000 (0.575)\tLoss 1.7241 (1.7552)\tPrec@1 26.953 (27.138)\tPrec@5 91.406 (91.575)\n",
            "Epoch: [65][210/663]\tTime 3.404 (0.872)\tData 3.059 (0.579)\tLoss 1.8125 (1.7562)\tPrec@1 19.141 (27.003)\tPrec@5 91.797 (91.543)\n",
            "Epoch: [65][220/663]\tTime 0.270 (0.861)\tData 0.000 (0.568)\tLoss 1.7701 (1.7558)\tPrec@1 22.656 (26.964)\tPrec@5 89.844 (91.562)\n",
            "Epoch: [65][230/663]\tTime 0.284 (0.865)\tData 0.000 (0.572)\tLoss 1.7637 (1.7562)\tPrec@1 27.734 (26.943)\tPrec@5 89.453 (91.533)\n",
            "Epoch: [65][240/663]\tTime 3.472 (0.869)\tData 3.141 (0.575)\tLoss 1.7856 (1.7560)\tPrec@1 28.516 (26.935)\tPrec@5 90.625 (91.531)\n",
            "Epoch: [65][250/663]\tTime 0.277 (0.860)\tData 0.001 (0.566)\tLoss 1.7549 (1.7561)\tPrec@1 28.125 (26.913)\tPrec@5 91.797 (91.529)\n",
            "Epoch: [65][260/663]\tTime 0.275 (0.864)\tData 0.003 (0.570)\tLoss 1.7700 (1.7567)\tPrec@1 32.812 (26.931)\tPrec@5 92.188 (91.516)\n",
            "Epoch: [65][270/663]\tTime 3.882 (0.867)\tData 3.583 (0.573)\tLoss 1.7473 (1.7559)\tPrec@1 20.703 (26.950)\tPrec@5 92.188 (91.539)\n",
            "Epoch: [65][280/663]\tTime 0.284 (0.859)\tData 0.002 (0.565)\tLoss 1.7398 (1.7554)\tPrec@1 23.828 (27.016)\tPrec@5 93.750 (91.537)\n",
            "Epoch: [65][290/663]\tTime 0.283 (0.863)\tData 0.000 (0.569)\tLoss 1.8396 (1.7556)\tPrec@1 21.875 (27.022)\tPrec@5 87.109 (91.496)\n",
            "Epoch: [65][300/663]\tTime 4.088 (0.868)\tData 3.765 (0.575)\tLoss 1.7382 (1.7557)\tPrec@1 26.953 (26.988)\tPrec@5 92.969 (91.519)\n",
            "Epoch: [65][310/663]\tTime 0.285 (0.860)\tData 0.000 (0.567)\tLoss 1.7828 (1.7558)\tPrec@1 26.562 (26.952)\tPrec@5 89.844 (91.519)\n",
            "Epoch: [65][320/663]\tTime 0.267 (0.863)\tData 0.000 (0.570)\tLoss 1.8625 (1.7556)\tPrec@1 27.344 (27.008)\tPrec@5 88.672 (91.530)\n",
            "Epoch: [65][330/663]\tTime 3.830 (0.868)\tData 3.497 (0.574)\tLoss 1.6711 (1.7547)\tPrec@1 32.812 (27.056)\tPrec@5 92.578 (91.553)\n",
            "Epoch: [65][340/663]\tTime 0.300 (0.861)\tData 0.004 (0.567)\tLoss 1.7658 (1.7555)\tPrec@1 24.609 (26.998)\tPrec@5 94.531 (91.532)\n",
            "Epoch: [65][350/663]\tTime 0.454 (0.866)\tData 0.000 (0.571)\tLoss 1.7705 (1.7553)\tPrec@1 28.516 (27.025)\tPrec@5 89.453 (91.509)\n",
            "Epoch: [65][360/663]\tTime 3.719 (0.868)\tData 3.388 (0.573)\tLoss 1.7313 (1.7546)\tPrec@1 26.953 (27.034)\tPrec@5 89.453 (91.488)\n",
            "Epoch: [65][370/663]\tTime 0.275 (0.862)\tData 0.000 (0.567)\tLoss 1.7603 (1.7540)\tPrec@1 27.344 (27.076)\tPrec@5 91.797 (91.497)\n",
            "Epoch: [65][380/663]\tTime 0.453 (0.866)\tData 0.000 (0.570)\tLoss 1.8009 (1.7541)\tPrec@1 28.906 (27.080)\tPrec@5 88.672 (91.478)\n",
            "Epoch: [65][390/663]\tTime 3.634 (0.869)\tData 3.297 (0.573)\tLoss 1.7570 (1.7537)\tPrec@1 27.734 (27.121)\tPrec@5 89.844 (91.485)\n",
            "Epoch: [65][400/663]\tTime 0.278 (0.865)\tData 0.000 (0.568)\tLoss 1.7957 (1.7541)\tPrec@1 26.562 (27.121)\tPrec@5 89.062 (91.468)\n",
            "Epoch: [65][410/663]\tTime 0.286 (0.868)\tData 0.000 (0.570)\tLoss 1.7263 (1.7537)\tPrec@1 26.172 (27.090)\tPrec@5 94.141 (91.489)\n",
            "Epoch: [65][420/663]\tTime 3.227 (0.871)\tData 2.887 (0.574)\tLoss 1.7519 (1.7533)\tPrec@1 28.125 (27.077)\tPrec@5 90.625 (91.499)\n",
            "Epoch: [65][430/663]\tTime 0.266 (0.868)\tData 0.002 (0.571)\tLoss 1.7163 (1.7530)\tPrec@1 31.250 (27.113)\tPrec@5 92.188 (91.520)\n",
            "Epoch: [65][440/663]\tTime 0.367 (0.869)\tData 0.000 (0.573)\tLoss 1.7586 (1.7528)\tPrec@1 24.609 (27.121)\tPrec@5 89.062 (91.519)\n",
            "Epoch: [65][450/663]\tTime 2.810 (0.872)\tData 2.507 (0.575)\tLoss 1.6660 (1.7530)\tPrec@1 30.859 (27.130)\tPrec@5 94.531 (91.512)\n",
            "Epoch: [65][460/663]\tTime 0.367 (0.871)\tData 0.000 (0.574)\tLoss 1.6482 (1.7529)\tPrec@1 25.781 (27.142)\tPrec@5 96.094 (91.510)\n",
            "Epoch: [65][470/663]\tTime 0.261 (0.870)\tData 0.001 (0.573)\tLoss 1.7007 (1.7530)\tPrec@1 30.078 (27.175)\tPrec@5 94.141 (91.507)\n",
            "Epoch: [65][480/663]\tTime 2.259 (0.873)\tData 1.928 (0.576)\tLoss 1.7083 (1.7531)\tPrec@1 28.906 (27.150)\tPrec@5 90.234 (91.506)\n",
            "Epoch: [65][490/663]\tTime 0.267 (0.872)\tData 0.000 (0.575)\tLoss 1.7181 (1.7526)\tPrec@1 30.469 (27.158)\tPrec@5 92.578 (91.513)\n",
            "Epoch: [65][500/663]\tTime 0.267 (0.870)\tData 0.001 (0.574)\tLoss 1.7763 (1.7526)\tPrec@1 27.734 (27.167)\tPrec@5 91.797 (91.519)\n",
            "Epoch: [65][510/663]\tTime 1.437 (0.872)\tData 1.176 (0.576)\tLoss 1.7884 (1.7530)\tPrec@1 26.172 (27.160)\tPrec@5 90.625 (91.508)\n",
            "Epoch: [65][520/663]\tTime 0.259 (0.873)\tData 0.001 (0.577)\tLoss 1.7974 (1.7530)\tPrec@1 26.562 (27.143)\tPrec@5 90.234 (91.504)\n",
            "Epoch: [65][530/663]\tTime 0.350 (0.870)\tData 0.000 (0.574)\tLoss 1.7193 (1.7528)\tPrec@1 31.250 (27.172)\tPrec@5 93.359 (91.520)\n",
            "Epoch: [65][540/663]\tTime 0.669 (0.873)\tData 0.390 (0.576)\tLoss 1.8084 (1.7532)\tPrec@1 30.469 (27.170)\tPrec@5 91.016 (91.495)\n",
            "Epoch: [65][550/663]\tTime 0.261 (0.874)\tData 0.000 (0.577)\tLoss 1.7970 (1.7535)\tPrec@1 25.391 (27.163)\tPrec@5 88.281 (91.474)\n",
            "Epoch: [65][560/663]\tTime 0.274 (0.870)\tData 0.000 (0.574)\tLoss 1.8237 (1.7535)\tPrec@1 26.953 (27.185)\tPrec@5 88.672 (91.458)\n",
            "Epoch: [65][570/663]\tTime 1.000 (0.872)\tData 0.738 (0.576)\tLoss 1.7195 (1.7537)\tPrec@1 25.781 (27.161)\tPrec@5 92.969 (91.461)\n",
            "Epoch: [65][580/663]\tTime 0.271 (0.872)\tData 0.000 (0.576)\tLoss 1.7527 (1.7538)\tPrec@1 28.516 (27.167)\tPrec@5 90.625 (91.451)\n",
            "Epoch: [65][590/663]\tTime 0.351 (0.869)\tData 0.000 (0.573)\tLoss 1.7496 (1.7537)\tPrec@1 31.641 (27.194)\tPrec@5 91.406 (91.440)\n",
            "Epoch: [65][600/663]\tTime 0.518 (0.870)\tData 0.254 (0.574)\tLoss 1.8781 (1.7538)\tPrec@1 23.828 (27.179)\tPrec@5 87.891 (91.438)\n",
            "Epoch: [65][610/663]\tTime 0.267 (0.871)\tData 0.000 (0.575)\tLoss 1.7651 (1.7540)\tPrec@1 23.438 (27.178)\tPrec@5 89.062 (91.425)\n",
            "Epoch: [65][620/663]\tTime 0.280 (0.868)\tData 0.000 (0.571)\tLoss 1.7596 (1.7538)\tPrec@1 31.641 (27.190)\tPrec@5 92.188 (91.426)\n",
            "Epoch: [65][630/663]\tTime 0.264 (0.869)\tData 0.000 (0.573)\tLoss 1.7360 (1.7541)\tPrec@1 26.172 (27.191)\tPrec@5 89.844 (91.409)\n",
            "Epoch: [65][640/663]\tTime 0.270 (0.871)\tData 0.002 (0.574)\tLoss 1.7177 (1.7541)\tPrec@1 23.828 (27.170)\tPrec@5 94.141 (91.414)\n",
            "Epoch: [65][650/663]\tTime 0.412 (0.867)\tData 0.014 (0.571)\tLoss 1.7345 (1.7541)\tPrec@1 28.516 (27.175)\tPrec@5 92.188 (91.416)\n",
            "Epoch: [65][660/663]\tTime 0.286 (0.864)\tData 0.000 (0.568)\tLoss 1.7295 (1.7540)\tPrec@1 29.688 (27.186)\tPrec@5 92.188 (91.422)\n",
            "Test: [0/166]\tTime 5.545 (5.545)\tLoss 2.3930 (2.3930)\tPrec@1 12.109 (12.109)\tPrec@5 69.531 (69.531)\n",
            "Test: [10/166]\tTime 0.325 (1.105)\tLoss 14.5173 (4.5244)\tPrec@1 0.000 (10.050)\tPrec@5 0.000 (57.919)\n",
            "Test: [20/166]\tTime 0.330 (1.007)\tLoss 14.1974 (9.1512)\tPrec@1 0.000 (5.264)\tPrec@5 0.000 (30.339)\n",
            "Test: [30/166]\tTime 3.297 (0.986)\tLoss 3.9676 (10.4454)\tPrec@1 13.281 (3.994)\tPrec@5 72.656 (22.896)\n",
            "Test: [40/166]\tTime 0.317 (0.891)\tLoss 2.1601 (8.4206)\tPrec@1 16.406 (7.327)\tPrec@5 84.375 (37.862)\n",
            "Test: [50/166]\tTime 0.322 (0.900)\tLoss 2.3368 (7.2081)\tPrec@1 12.500 (8.425)\tPrec@5 83.203 (46.913)\n",
            "Test: [60/166]\tTime 2.733 (0.902)\tLoss 2.2246 (6.3936)\tPrec@1 15.234 (9.356)\tPrec@5 88.672 (53.157)\n",
            "Test: [70/166]\tTime 0.322 (0.868)\tLoss 1.8088 (5.7700)\tPrec@1 6.641 (9.568)\tPrec@5 97.266 (58.726)\n",
            "Test: [80/166]\tTime 0.317 (0.874)\tLoss 1.7336 (5.2766)\tPrec@1 8.594 (9.486)\tPrec@5 98.828 (63.643)\n",
            "Test: [90/166]\tTime 2.694 (0.878)\tLoss 1.6967 (4.8887)\tPrec@1 9.766 (9.418)\tPrec@5 98.438 (67.497)\n",
            "Test: [100/166]\tTime 0.325 (0.860)\tLoss 1.7311 (4.5794)\tPrec@1 10.547 (9.363)\tPrec@5 98.828 (70.610)\n",
            "Test: [110/166]\tTime 0.321 (0.865)\tLoss 1.4047 (4.3052)\tPrec@1 53.125 (12.050)\tPrec@5 100.000 (73.195)\n",
            "Test: [120/166]\tTime 2.524 (0.861)\tLoss 1.2077 (4.0540)\tPrec@1 73.047 (16.736)\tPrec@5 100.000 (75.404)\n",
            "Test: [130/166]\tTime 0.336 (0.851)\tLoss 1.2546 (3.8434)\tPrec@1 71.875 (20.569)\tPrec@5 100.000 (77.266)\n",
            "Test: [140/166]\tTime 0.335 (0.856)\tLoss 1.5353 (3.6739)\tPrec@1 16.797 (21.850)\tPrec@5 99.219 (78.843)\n",
            "Test: [150/166]\tTime 2.314 (0.852)\tLoss 1.5682 (3.5349)\tPrec@1 13.281 (21.394)\tPrec@5 100.000 (80.215)\n",
            "Test: [160/166]\tTime 0.301 (0.842)\tLoss 1.9654 (3.4299)\tPrec@1 16.797 (21.053)\tPrec@5 89.062 (80.956)\n",
            " * Prec@1 20.832 Prec@5 80.570\n",
            "Epoch: [66][0/663]\tTime 6.108 (6.108)\tData 5.790 (5.790)\tLoss 1.7451 (1.7451)\tPrec@1 28.516 (28.516)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [66][10/663]\tTime 0.266 (1.221)\tData 0.000 (0.934)\tLoss 1.7131 (1.7509)\tPrec@1 27.344 (27.734)\tPrec@5 94.141 (91.584)\n",
            "Epoch: [66][20/663]\tTime 0.267 (1.140)\tData 0.000 (0.854)\tLoss 1.7553 (1.7463)\tPrec@1 28.906 (27.604)\tPrec@5 91.016 (91.685)\n",
            "Epoch: [66][30/663]\tTime 1.960 (1.036)\tData 1.686 (0.752)\tLoss 1.7429 (1.7513)\tPrec@1 30.859 (27.457)\tPrec@5 91.797 (91.520)\n",
            "Epoch: [66][40/663]\tTime 0.276 (0.993)\tData 0.001 (0.708)\tLoss 1.7851 (1.7549)\tPrec@1 25.781 (27.201)\tPrec@5 90.234 (91.473)\n",
            "Epoch: [66][50/663]\tTime 0.270 (0.989)\tData 0.000 (0.704)\tLoss 1.6996 (1.7496)\tPrec@1 30.078 (27.436)\tPrec@5 93.359 (91.667)\n",
            "Epoch: [66][60/663]\tTime 2.389 (0.965)\tData 2.076 (0.680)\tLoss 1.7893 (1.7499)\tPrec@1 26.953 (27.421)\tPrec@5 90.234 (91.682)\n",
            "Epoch: [66][70/663]\tTime 0.271 (0.934)\tData 0.000 (0.651)\tLoss 1.7462 (1.7501)\tPrec@1 24.609 (27.344)\tPrec@5 92.578 (91.670)\n",
            "Epoch: [66][80/663]\tTime 0.355 (0.940)\tData 0.002 (0.655)\tLoss 1.7318 (1.7513)\tPrec@1 29.297 (27.387)\tPrec@5 91.797 (91.638)\n",
            "Epoch: [66][90/663]\tTime 4.570 (0.956)\tData 4.250 (0.670)\tLoss 1.7139 (1.7503)\tPrec@1 28.516 (27.335)\tPrec@5 92.969 (91.685)\n",
            "Epoch: [66][100/663]\tTime 0.268 (0.924)\tData 0.000 (0.638)\tLoss 1.8483 (1.7529)\tPrec@1 23.047 (27.255)\tPrec@5 89.453 (91.534)\n",
            "Epoch: [66][110/663]\tTime 0.288 (0.931)\tData 0.000 (0.645)\tLoss 1.7679 (1.7509)\tPrec@1 28.906 (27.224)\tPrec@5 92.578 (91.579)\n",
            "Epoch: [66][120/663]\tTime 4.184 (0.938)\tData 3.865 (0.653)\tLoss 1.7694 (1.7525)\tPrec@1 25.781 (27.305)\tPrec@5 90.625 (91.548)\n",
            "Epoch: [66][130/663]\tTime 0.276 (0.916)\tData 0.000 (0.631)\tLoss 1.7566 (1.7526)\tPrec@1 32.031 (27.275)\tPrec@5 90.625 (91.558)\n",
            "Epoch: [66][140/663]\tTime 0.287 (0.924)\tData 0.001 (0.638)\tLoss 1.7808 (1.7526)\tPrec@1 22.266 (27.158)\tPrec@5 92.969 (91.564)\n",
            "Epoch: [66][150/663]\tTime 3.856 (0.928)\tData 3.548 (0.642)\tLoss 1.7669 (1.7519)\tPrec@1 19.531 (27.036)\tPrec@5 92.969 (91.636)\n",
            "Epoch: [66][160/663]\tTime 0.373 (0.910)\tData 0.000 (0.623)\tLoss 1.7680 (1.7527)\tPrec@1 24.609 (26.992)\tPrec@5 91.016 (91.593)\n",
            "Epoch: [66][170/663]\tTime 0.259 (0.912)\tData 0.000 (0.625)\tLoss 1.7928 (1.7534)\tPrec@1 24.609 (27.024)\tPrec@5 91.016 (91.566)\n",
            "Epoch: [66][180/663]\tTime 3.577 (0.916)\tData 3.247 (0.628)\tLoss 1.7962 (1.7543)\tPrec@1 23.438 (26.968)\tPrec@5 88.672 (91.512)\n",
            "Epoch: [66][190/663]\tTime 0.306 (0.902)\tData 0.000 (0.614)\tLoss 1.7708 (1.7551)\tPrec@1 22.656 (26.902)\tPrec@5 92.969 (91.496)\n",
            "Epoch: [66][200/663]\tTime 0.263 (0.906)\tData 0.000 (0.618)\tLoss 1.7010 (1.7546)\tPrec@1 32.031 (26.953)\tPrec@5 93.359 (91.521)\n",
            "Epoch: [66][210/663]\tTime 3.697 (0.910)\tData 3.362 (0.621)\tLoss 1.7507 (1.7543)\tPrec@1 26.953 (26.990)\tPrec@5 94.922 (91.530)\n",
            "Epoch: [66][220/663]\tTime 0.277 (0.897)\tData 0.000 (0.607)\tLoss 1.7536 (1.7545)\tPrec@1 26.953 (26.999)\tPrec@5 90.234 (91.505)\n",
            "Epoch: [66][230/663]\tTime 0.259 (0.900)\tData 0.000 (0.610)\tLoss 1.6321 (1.7548)\tPrec@1 30.078 (26.941)\tPrec@5 94.141 (91.504)\n",
            "Epoch: [66][240/663]\tTime 3.236 (0.902)\tData 2.929 (0.611)\tLoss 1.7915 (1.7545)\tPrec@1 26.172 (26.974)\tPrec@5 89.844 (91.523)\n",
            "Epoch: [66][250/663]\tTime 0.298 (0.892)\tData 0.000 (0.600)\tLoss 1.7698 (1.7547)\tPrec@1 24.219 (26.952)\tPrec@5 90.234 (91.526)\n",
            "Epoch: [66][260/663]\tTime 0.269 (0.894)\tData 0.000 (0.602)\tLoss 1.7903 (1.7547)\tPrec@1 29.297 (26.979)\tPrec@5 89.844 (91.521)\n",
            "Epoch: [66][270/663]\tTime 3.660 (0.897)\tData 3.337 (0.605)\tLoss 1.7239 (1.7553)\tPrec@1 30.469 (27.005)\tPrec@5 91.406 (91.510)\n",
            "Epoch: [66][280/663]\tTime 0.271 (0.888)\tData 0.000 (0.594)\tLoss 1.7629 (1.7552)\tPrec@1 28.516 (26.968)\tPrec@5 91.406 (91.545)\n",
            "Epoch: [66][290/663]\tTime 0.261 (0.889)\tData 0.000 (0.596)\tLoss 1.7565 (1.7547)\tPrec@1 29.297 (27.024)\tPrec@5 90.234 (91.524)\n",
            "Epoch: [66][300/663]\tTime 3.572 (0.893)\tData 3.253 (0.599)\tLoss 1.7362 (1.7546)\tPrec@1 28.125 (26.997)\tPrec@5 90.625 (91.536)\n",
            "Epoch: [66][310/663]\tTime 0.370 (0.884)\tData 0.000 (0.590)\tLoss 1.7899 (1.7555)\tPrec@1 26.172 (26.985)\tPrec@5 89.453 (91.531)\n",
            "Epoch: [66][320/663]\tTime 0.280 (0.886)\tData 0.000 (0.592)\tLoss 1.7781 (1.7552)\tPrec@1 24.609 (26.971)\tPrec@5 91.016 (91.555)\n",
            "Epoch: [66][330/663]\tTime 3.466 (0.889)\tData 3.164 (0.594)\tLoss 1.6881 (1.7544)\tPrec@1 29.297 (27.019)\tPrec@5 94.531 (91.570)\n",
            "Epoch: [66][340/663]\tTime 0.268 (0.881)\tData 0.000 (0.586)\tLoss 1.7439 (1.7547)\tPrec@1 29.297 (27.053)\tPrec@5 91.406 (91.549)\n",
            "Epoch: [66][350/663]\tTime 0.334 (0.882)\tData 0.001 (0.587)\tLoss 1.7480 (1.7544)\tPrec@1 25.391 (27.049)\tPrec@5 92.188 (91.568)\n",
            "Epoch: [66][360/663]\tTime 3.751 (0.885)\tData 3.435 (0.589)\tLoss 1.7613 (1.7547)\tPrec@1 27.734 (27.056)\tPrec@5 91.406 (91.543)\n",
            "Epoch: [66][370/663]\tTime 0.280 (0.876)\tData 0.003 (0.580)\tLoss 1.7291 (1.7545)\tPrec@1 29.688 (27.073)\tPrec@5 92.969 (91.537)\n",
            "Epoch: [66][380/663]\tTime 0.277 (0.878)\tData 0.000 (0.583)\tLoss 1.7808 (1.7544)\tPrec@1 28.906 (27.088)\tPrec@5 90.234 (91.530)\n",
            "Epoch: [66][390/663]\tTime 3.790 (0.881)\tData 3.412 (0.585)\tLoss 1.7322 (1.7546)\tPrec@1 25.781 (27.100)\tPrec@5 91.016 (91.517)\n",
            "Epoch: [66][400/663]\tTime 0.287 (0.874)\tData 0.000 (0.579)\tLoss 1.8116 (1.7550)\tPrec@1 25.781 (27.065)\tPrec@5 89.453 (91.501)\n",
            "Epoch: [66][410/663]\tTime 0.297 (0.875)\tData 0.000 (0.579)\tLoss 1.6969 (1.7551)\tPrec@1 30.078 (27.051)\tPrec@5 93.359 (91.500)\n",
            "Epoch: [66][420/663]\tTime 4.038 (0.878)\tData 3.740 (0.582)\tLoss 1.7022 (1.7549)\tPrec@1 25.000 (27.021)\tPrec@5 93.750 (91.510)\n",
            "Epoch: [66][430/663]\tTime 0.275 (0.873)\tData 0.000 (0.577)\tLoss 1.7688 (1.7547)\tPrec@1 26.953 (27.025)\tPrec@5 90.234 (91.508)\n",
            "Epoch: [66][440/663]\tTime 0.257 (0.875)\tData 0.000 (0.579)\tLoss 1.7497 (1.7550)\tPrec@1 25.391 (26.995)\tPrec@5 92.578 (91.504)\n",
            "Epoch: [66][450/663]\tTime 3.848 (0.875)\tData 3.521 (0.580)\tLoss 1.8435 (1.7553)\tPrec@1 28.125 (27.005)\tPrec@5 86.328 (91.482)\n",
            "Epoch: [66][460/663]\tTime 0.280 (0.870)\tData 0.000 (0.574)\tLoss 1.7542 (1.7553)\tPrec@1 29.688 (27.022)\tPrec@5 90.234 (91.478)\n",
            "Epoch: [66][470/663]\tTime 0.401 (0.871)\tData 0.000 (0.575)\tLoss 1.7944 (1.7550)\tPrec@1 28.516 (27.003)\tPrec@5 88.672 (91.489)\n",
            "Epoch: [66][480/663]\tTime 3.197 (0.872)\tData 2.861 (0.576)\tLoss 1.7722 (1.7549)\tPrec@1 25.000 (26.988)\tPrec@5 90.625 (91.485)\n",
            "Epoch: [66][490/663]\tTime 0.280 (0.868)\tData 0.005 (0.571)\tLoss 1.8067 (1.7548)\tPrec@1 26.562 (26.998)\tPrec@5 89.844 (91.482)\n",
            "Epoch: [66][500/663]\tTime 0.358 (0.869)\tData 0.000 (0.572)\tLoss 1.6814 (1.7546)\tPrec@1 29.688 (26.992)\tPrec@5 91.016 (91.487)\n",
            "Epoch: [66][510/663]\tTime 3.841 (0.871)\tData 3.511 (0.574)\tLoss 1.7708 (1.7549)\tPrec@1 31.641 (26.997)\tPrec@5 92.578 (91.485)\n",
            "Epoch: [66][520/663]\tTime 0.283 (0.867)\tData 0.000 (0.569)\tLoss 1.7762 (1.7553)\tPrec@1 27.344 (27.001)\tPrec@5 90.234 (91.459)\n",
            "Epoch: [66][530/663]\tTime 0.281 (0.867)\tData 0.000 (0.570)\tLoss 1.7774 (1.7552)\tPrec@1 26.562 (27.017)\tPrec@5 91.406 (91.458)\n",
            "Epoch: [66][540/663]\tTime 3.968 (0.870)\tData 3.634 (0.573)\tLoss 1.7732 (1.7552)\tPrec@1 28.906 (27.035)\tPrec@5 88.672 (91.452)\n",
            "Epoch: [66][550/663]\tTime 0.436 (0.866)\tData 0.002 (0.568)\tLoss 1.7460 (1.7545)\tPrec@1 25.781 (27.042)\tPrec@5 90.625 (91.467)\n",
            "Epoch: [66][560/663]\tTime 0.325 (0.867)\tData 0.000 (0.570)\tLoss 1.7799 (1.7548)\tPrec@1 26.172 (27.058)\tPrec@5 90.625 (91.464)\n",
            "Epoch: [66][570/663]\tTime 3.736 (0.869)\tData 3.400 (0.572)\tLoss 1.7776 (1.7550)\tPrec@1 26.953 (27.034)\tPrec@5 92.188 (91.463)\n",
            "Epoch: [66][580/663]\tTime 0.290 (0.865)\tData 0.003 (0.567)\tLoss 1.7810 (1.7547)\tPrec@1 25.000 (27.042)\tPrec@5 91.406 (91.476)\n",
            "Epoch: [66][590/663]\tTime 0.270 (0.866)\tData 0.000 (0.569)\tLoss 1.7592 (1.7550)\tPrec@1 23.438 (26.997)\tPrec@5 92.969 (91.472)\n",
            "Epoch: [66][600/663]\tTime 3.605 (0.868)\tData 3.249 (0.570)\tLoss 1.7678 (1.7551)\tPrec@1 25.391 (27.004)\tPrec@5 90.625 (91.469)\n",
            "Epoch: [66][610/663]\tTime 0.282 (0.864)\tData 0.000 (0.566)\tLoss 1.7849 (1.7551)\tPrec@1 27.344 (27.010)\tPrec@5 91.406 (91.469)\n",
            "Epoch: [66][620/663]\tTime 0.324 (0.866)\tData 0.000 (0.568)\tLoss 1.8173 (1.7554)\tPrec@1 27.344 (26.997)\tPrec@5 90.625 (91.469)\n",
            "Epoch: [66][630/663]\tTime 3.960 (0.867)\tData 3.620 (0.569)\tLoss 1.6924 (1.7550)\tPrec@1 30.469 (27.010)\tPrec@5 93.750 (91.481)\n",
            "Epoch: [66][640/663]\tTime 0.381 (0.863)\tData 0.000 (0.566)\tLoss 1.7469 (1.7551)\tPrec@1 26.172 (27.002)\tPrec@5 93.359 (91.480)\n",
            "Epoch: [66][650/663]\tTime 0.265 (0.865)\tData 0.012 (0.567)\tLoss 1.7819 (1.7553)\tPrec@1 25.000 (26.996)\tPrec@5 90.234 (91.469)\n",
            "Epoch: [66][660/663]\tTime 0.393 (0.858)\tData 0.132 (0.561)\tLoss 1.6907 (1.7553)\tPrec@1 27.734 (27.015)\tPrec@5 95.312 (91.482)\n",
            "Test: [0/166]\tTime 4.803 (4.803)\tLoss 2.2967 (2.2967)\tPrec@1 13.281 (13.281)\tPrec@5 71.875 (71.875)\n",
            "Test: [10/166]\tTime 0.323 (1.060)\tLoss 14.4140 (4.4296)\tPrec@1 0.000 (11.683)\tPrec@5 0.000 (60.085)\n",
            "Test: [20/166]\tTime 0.329 (0.998)\tLoss 14.0824 (9.0530)\tPrec@1 0.000 (6.120)\tPrec@5 0.000 (31.473)\n",
            "Test: [30/166]\tTime 2.873 (0.959)\tLoss 3.8925 (10.3472)\tPrec@1 8.203 (4.410)\tPrec@5 76.172 (23.778)\n",
            "Test: [40/166]\tTime 0.323 (0.889)\tLoss 2.1125 (8.3345)\tPrec@1 9.766 (6.317)\tPrec@5 90.234 (39.701)\n",
            "Test: [50/166]\tTime 0.316 (0.895)\tLoss 2.2812 (7.1300)\tPrec@1 8.984 (6.740)\tPrec@5 86.328 (49.035)\n",
            "Test: [60/166]\tTime 1.760 (0.876)\tLoss 2.1726 (6.3199)\tPrec@1 10.938 (7.172)\tPrec@5 91.797 (55.526)\n",
            "Test: [70/166]\tTime 0.341 (0.856)\tLoss 1.5686 (5.6839)\tPrec@1 28.125 (9.425)\tPrec@5 97.656 (61.048)\n",
            "Test: [80/166]\tTime 0.321 (0.865)\tLoss 1.5045 (5.1715)\tPrec@1 34.375 (12.153)\tPrec@5 98.047 (65.697)\n",
            "Test: [90/166]\tTime 2.207 (0.863)\tLoss 1.4826 (4.7702)\tPrec@1 30.469 (14.054)\tPrec@5 98.438 (69.338)\n",
            "Test: [100/166]\tTime 0.341 (0.851)\tLoss 1.5027 (4.4500)\tPrec@1 30.859 (15.687)\tPrec@5 98.438 (72.262)\n",
            "Test: [110/166]\tTime 0.334 (0.854)\tLoss 1.5267 (4.1844)\tPrec@1 33.594 (17.504)\tPrec@5 100.000 (74.701)\n",
            "Test: [120/166]\tTime 1.642 (0.845)\tLoss 1.3057 (3.9520)\tPrec@1 55.469 (20.080)\tPrec@5 99.609 (76.766)\n",
            "Test: [130/166]\tTime 0.326 (0.841)\tLoss 1.3504 (3.7571)\tPrec@1 48.828 (22.060)\tPrec@5 99.609 (78.510)\n",
            "Test: [140/166]\tTime 0.312 (0.849)\tLoss 1.5769 (3.5993)\tPrec@1 21.875 (22.753)\tPrec@5 99.609 (79.998)\n",
            "Test: [150/166]\tTime 1.859 (0.846)\tLoss 1.6120 (3.4681)\tPrec@1 16.016 (22.514)\tPrec@5 99.609 (81.284)\n",
            "Test: [160/166]\tTime 0.324 (0.842)\tLoss 1.9632 (3.3679)\tPrec@1 25.391 (22.474)\tPrec@5 87.891 (81.920)\n",
            " * Prec@1 22.148 Prec@5 81.346\n",
            "Epoch: [67][0/663]\tTime 7.157 (7.157)\tData 6.813 (6.813)\tLoss 1.7710 (1.7710)\tPrec@1 26.172 (26.172)\tPrec@5 89.453 (89.453)\n",
            "Epoch: [67][10/663]\tTime 0.267 (1.215)\tData 0.000 (0.932)\tLoss 1.7950 (1.7564)\tPrec@1 23.828 (26.634)\tPrec@5 89.453 (91.335)\n",
            "Epoch: [67][20/663]\tTime 0.363 (1.085)\tData 0.003 (0.794)\tLoss 1.7385 (1.7493)\tPrec@1 22.656 (26.823)\tPrec@5 93.359 (91.536)\n",
            "Epoch: [67][30/663]\tTime 2.577 (1.033)\tData 2.236 (0.744)\tLoss 1.6941 (1.7556)\tPrec@1 30.078 (26.600)\tPrec@5 91.016 (91.368)\n",
            "Epoch: [67][40/663]\tTime 0.270 (0.977)\tData 0.000 (0.691)\tLoss 1.7628 (1.7576)\tPrec@1 27.344 (26.763)\tPrec@5 90.234 (91.263)\n",
            "Epoch: [67][50/663]\tTime 0.964 (0.967)\tData 0.688 (0.678)\tLoss 1.7767 (1.7573)\tPrec@1 30.078 (26.731)\tPrec@5 90.234 (91.276)\n",
            "Epoch: [67][60/663]\tTime 2.309 (0.952)\tData 1.968 (0.662)\tLoss 1.7321 (1.7540)\tPrec@1 27.734 (26.812)\tPrec@5 92.188 (91.425)\n",
            "Epoch: [67][70/663]\tTime 0.421 (0.930)\tData 0.000 (0.638)\tLoss 1.7255 (1.7517)\tPrec@1 24.609 (27.030)\tPrec@5 92.969 (91.549)\n",
            "Epoch: [67][80/663]\tTime 0.781 (0.927)\tData 0.509 (0.634)\tLoss 1.7312 (1.7531)\tPrec@1 25.391 (26.847)\tPrec@5 92.578 (91.541)\n",
            "Epoch: [67][90/663]\tTime 2.773 (0.925)\tData 2.444 (0.632)\tLoss 1.7161 (1.7534)\tPrec@1 26.172 (26.867)\tPrec@5 92.969 (91.544)\n",
            "Epoch: [67][100/663]\tTime 0.409 (0.907)\tData 0.000 (0.612)\tLoss 1.7151 (1.7541)\tPrec@1 25.391 (26.903)\tPrec@5 92.188 (91.480)\n",
            "Epoch: [67][110/663]\tTime 0.472 (0.908)\tData 0.201 (0.614)\tLoss 1.8165 (1.7543)\tPrec@1 24.219 (26.904)\tPrec@5 87.500 (91.463)\n",
            "Epoch: [67][120/663]\tTime 3.600 (0.915)\tData 3.278 (0.620)\tLoss 1.8111 (1.7557)\tPrec@1 25.391 (26.947)\tPrec@5 90.234 (91.397)\n",
            "Epoch: [67][130/663]\tTime 0.308 (0.895)\tData 0.000 (0.600)\tLoss 1.7926 (1.7551)\tPrec@1 25.391 (27.007)\tPrec@5 88.281 (91.367)\n",
            "Epoch: [67][140/663]\tTime 0.336 (0.901)\tData 0.000 (0.605)\tLoss 1.8208 (1.7556)\tPrec@1 23.828 (27.003)\tPrec@5 89.062 (91.381)\n",
            "Epoch: [67][150/663]\tTime 2.958 (0.905)\tData 2.544 (0.609)\tLoss 1.7526 (1.7557)\tPrec@1 28.125 (27.023)\tPrec@5 89.453 (91.424)\n",
            "Epoch: [67][160/663]\tTime 0.943 (0.898)\tData 0.675 (0.603)\tLoss 1.8595 (1.7555)\tPrec@1 23.438 (27.099)\tPrec@5 91.016 (91.447)\n",
            "Epoch: [67][170/663]\tTime 0.269 (0.899)\tData 0.000 (0.604)\tLoss 1.7160 (1.7572)\tPrec@1 26.953 (27.124)\tPrec@5 92.969 (91.406)\n",
            "Epoch: [67][180/663]\tTime 1.938 (0.903)\tData 1.643 (0.609)\tLoss 1.7204 (1.7567)\tPrec@1 24.609 (27.178)\tPrec@5 93.750 (91.419)\n",
            "Epoch: [67][190/663]\tTime 1.345 (0.898)\tData 1.076 (0.606)\tLoss 1.7474 (1.7571)\tPrec@1 26.953 (27.172)\tPrec@5 89.844 (91.412)\n",
            "Epoch: [67][200/663]\tTime 0.268 (0.898)\tData 0.001 (0.606)\tLoss 1.7126 (1.7572)\tPrec@1 29.297 (27.190)\tPrec@5 91.406 (91.367)\n",
            "Epoch: [67][210/663]\tTime 1.192 (0.900)\tData 0.886 (0.609)\tLoss 1.6620 (1.7573)\tPrec@1 33.984 (27.229)\tPrec@5 94.922 (91.386)\n",
            "Epoch: [67][220/663]\tTime 2.629 (0.902)\tData 2.317 (0.611)\tLoss 1.7366 (1.7576)\tPrec@1 31.641 (27.229)\tPrec@5 93.359 (91.357)\n",
            "Epoch: [67][230/663]\tTime 0.270 (0.896)\tData 0.003 (0.606)\tLoss 1.7653 (1.7578)\tPrec@1 24.219 (27.225)\tPrec@5 89.062 (91.383)\n",
            "Epoch: [67][240/663]\tTime 0.270 (0.900)\tData 0.000 (0.610)\tLoss 1.7346 (1.7570)\tPrec@1 25.781 (27.248)\tPrec@5 92.578 (91.410)\n",
            "Epoch: [67][250/663]\tTime 3.565 (0.903)\tData 3.249 (0.613)\tLoss 1.7539 (1.7560)\tPrec@1 24.219 (27.218)\tPrec@5 92.578 (91.445)\n",
            "Epoch: [67][260/663]\tTime 0.277 (0.896)\tData 0.000 (0.606)\tLoss 1.7332 (1.7559)\tPrec@1 30.078 (27.254)\tPrec@5 91.406 (91.472)\n",
            "Epoch: [67][270/663]\tTime 0.427 (0.899)\tData 0.000 (0.609)\tLoss 1.7666 (1.7561)\tPrec@1 28.516 (27.293)\tPrec@5 91.016 (91.432)\n",
            "Epoch: [67][280/663]\tTime 4.081 (0.904)\tData 3.741 (0.614)\tLoss 1.7890 (1.7568)\tPrec@1 25.000 (27.252)\tPrec@5 88.672 (91.420)\n",
            "Epoch: [67][290/663]\tTime 0.262 (0.895)\tData 0.000 (0.605)\tLoss 1.7046 (1.7561)\tPrec@1 32.422 (27.274)\tPrec@5 92.188 (91.440)\n",
            "Epoch: [67][300/663]\tTime 0.263 (0.899)\tData 0.000 (0.609)\tLoss 1.6991 (1.7554)\tPrec@1 25.391 (27.296)\tPrec@5 92.969 (91.457)\n",
            "Epoch: [67][310/663]\tTime 3.917 (0.903)\tData 3.585 (0.613)\tLoss 1.7913 (1.7552)\tPrec@1 29.688 (27.329)\tPrec@5 92.578 (91.459)\n",
            "Epoch: [67][320/663]\tTime 0.293 (0.895)\tData 0.000 (0.605)\tLoss 1.7518 (1.7549)\tPrec@1 30.469 (27.371)\tPrec@5 90.625 (91.455)\n",
            "Epoch: [67][330/663]\tTime 0.275 (0.898)\tData 0.000 (0.608)\tLoss 1.7792 (1.7553)\tPrec@1 26.953 (27.363)\tPrec@5 92.969 (91.464)\n",
            "Epoch: [67][340/663]\tTime 3.631 (0.902)\tData 3.289 (0.612)\tLoss 1.8102 (1.7559)\tPrec@1 24.609 (27.355)\tPrec@5 87.891 (91.451)\n",
            "Epoch: [67][350/663]\tTime 0.442 (0.895)\tData 0.001 (0.605)\tLoss 1.7790 (1.7558)\tPrec@1 24.219 (27.316)\tPrec@5 90.234 (91.453)\n",
            "Epoch: [67][360/663]\tTime 0.271 (0.898)\tData 0.000 (0.607)\tLoss 1.7729 (1.7557)\tPrec@1 26.562 (27.318)\tPrec@5 91.797 (91.461)\n",
            "Epoch: [67][370/663]\tTime 3.995 (0.901)\tData 3.683 (0.610)\tLoss 1.7700 (1.7562)\tPrec@1 28.125 (27.321)\tPrec@5 91.016 (91.457)\n",
            "Epoch: [67][380/663]\tTime 0.283 (0.893)\tData 0.000 (0.603)\tLoss 1.7563 (1.7564)\tPrec@1 32.422 (27.335)\tPrec@5 89.453 (91.444)\n",
            "Epoch: [67][390/663]\tTime 0.283 (0.897)\tData 0.000 (0.606)\tLoss 1.8431 (1.7562)\tPrec@1 25.781 (27.311)\tPrec@5 88.281 (91.449)\n",
            "Epoch: [67][400/663]\tTime 3.568 (0.898)\tData 3.238 (0.607)\tLoss 1.7058 (1.7561)\tPrec@1 27.734 (27.332)\tPrec@5 91.016 (91.439)\n",
            "Epoch: [67][410/663]\tTime 0.280 (0.892)\tData 0.001 (0.601)\tLoss 1.7021 (1.7556)\tPrec@1 28.516 (27.339)\tPrec@5 93.359 (91.467)\n",
            "Epoch: [67][420/663]\tTime 0.377 (0.893)\tData 0.000 (0.601)\tLoss 1.7240 (1.7558)\tPrec@1 25.391 (27.345)\tPrec@5 91.406 (91.454)\n",
            "Epoch: [67][430/663]\tTime 3.582 (0.895)\tData 3.277 (0.603)\tLoss 1.7200 (1.7559)\tPrec@1 28.125 (27.366)\tPrec@5 93.750 (91.438)\n",
            "Epoch: [67][440/663]\tTime 0.260 (0.888)\tData 0.000 (0.596)\tLoss 1.7485 (1.7561)\tPrec@1 25.781 (27.379)\tPrec@5 94.922 (91.428)\n",
            "Epoch: [67][450/663]\tTime 0.338 (0.889)\tData 0.001 (0.597)\tLoss 1.7222 (1.7560)\tPrec@1 28.906 (27.375)\tPrec@5 92.969 (91.431)\n",
            "Epoch: [67][460/663]\tTime 3.669 (0.891)\tData 3.346 (0.599)\tLoss 1.7469 (1.7560)\tPrec@1 30.469 (27.359)\tPrec@5 92.188 (91.436)\n",
            "Epoch: [67][470/663]\tTime 0.286 (0.885)\tData 0.003 (0.593)\tLoss 1.7246 (1.7561)\tPrec@1 26.953 (27.347)\tPrec@5 92.578 (91.443)\n",
            "Epoch: [67][480/663]\tTime 0.282 (0.887)\tData 0.000 (0.594)\tLoss 1.7301 (1.7560)\tPrec@1 28.516 (27.337)\tPrec@5 90.625 (91.427)\n",
            "Epoch: [67][490/663]\tTime 3.326 (0.888)\tData 2.987 (0.594)\tLoss 1.7418 (1.7562)\tPrec@1 27.344 (27.321)\tPrec@5 91.797 (91.421)\n",
            "Epoch: [67][500/663]\tTime 0.286 (0.882)\tData 0.003 (0.588)\tLoss 1.7293 (1.7559)\tPrec@1 29.297 (27.349)\tPrec@5 91.797 (91.416)\n",
            "Epoch: [67][510/663]\tTime 0.332 (0.884)\tData 0.001 (0.590)\tLoss 1.8017 (1.7561)\tPrec@1 27.734 (27.345)\tPrec@5 89.453 (91.425)\n",
            "Epoch: [67][520/663]\tTime 3.763 (0.885)\tData 3.415 (0.591)\tLoss 1.7530 (1.7556)\tPrec@1 26.562 (27.356)\tPrec@5 90.625 (91.443)\n",
            "Epoch: [67][530/663]\tTime 0.282 (0.880)\tData 0.003 (0.586)\tLoss 1.7381 (1.7558)\tPrec@1 28.906 (27.349)\tPrec@5 92.969 (91.425)\n",
            "Epoch: [67][540/663]\tTime 0.317 (0.881)\tData 0.000 (0.586)\tLoss 1.7734 (1.7553)\tPrec@1 24.609 (27.373)\tPrec@5 89.453 (91.438)\n",
            "Epoch: [67][550/663]\tTime 3.414 (0.882)\tData 3.093 (0.587)\tLoss 1.8052 (1.7552)\tPrec@1 25.000 (27.374)\tPrec@5 86.719 (91.444)\n",
            "Epoch: [67][560/663]\tTime 0.283 (0.877)\tData 0.000 (0.582)\tLoss 1.7954 (1.7554)\tPrec@1 23.438 (27.371)\tPrec@5 92.188 (91.429)\n",
            "Epoch: [67][570/663]\tTime 0.280 (0.879)\tData 0.000 (0.584)\tLoss 1.7000 (1.7550)\tPrec@1 26.953 (27.360)\tPrec@5 95.312 (91.448)\n",
            "Epoch: [67][580/663]\tTime 3.594 (0.880)\tData 3.263 (0.585)\tLoss 1.7527 (1.7547)\tPrec@1 29.297 (27.375)\tPrec@5 91.797 (91.455)\n",
            "Epoch: [67][590/663]\tTime 0.418 (0.876)\tData 0.001 (0.581)\tLoss 1.7109 (1.7543)\tPrec@1 28.906 (27.401)\tPrec@5 91.797 (91.464)\n",
            "Epoch: [67][600/663]\tTime 0.275 (0.877)\tData 0.001 (0.581)\tLoss 1.7606 (1.7542)\tPrec@1 26.953 (27.396)\tPrec@5 90.234 (91.468)\n",
            "Epoch: [67][610/663]\tTime 3.509 (0.879)\tData 3.187 (0.583)\tLoss 1.7076 (1.7538)\tPrec@1 25.781 (27.415)\tPrec@5 92.188 (91.477)\n",
            "Epoch: [67][620/663]\tTime 0.267 (0.875)\tData 0.001 (0.579)\tLoss 1.7992 (1.7533)\tPrec@1 25.000 (27.419)\tPrec@5 91.406 (91.492)\n",
            "Epoch: [67][630/663]\tTime 0.277 (0.877)\tData 0.000 (0.581)\tLoss 1.7635 (1.7533)\tPrec@1 29.297 (27.429)\tPrec@5 89.453 (91.491)\n",
            "Epoch: [67][640/663]\tTime 4.064 (0.880)\tData 3.722 (0.583)\tLoss 1.7535 (1.7534)\tPrec@1 25.000 (27.416)\tPrec@5 91.406 (91.490)\n",
            "Epoch: [67][650/663]\tTime 0.357 (0.876)\tData 0.011 (0.579)\tLoss 1.6458 (1.7535)\tPrec@1 26.953 (27.385)\tPrec@5 94.141 (91.487)\n",
            "Epoch: [67][660/663]\tTime 0.261 (0.872)\tData 0.000 (0.575)\tLoss 1.7472 (1.7536)\tPrec@1 28.906 (27.363)\tPrec@5 92.578 (91.486)\n",
            "Test: [0/166]\tTime 5.996 (5.996)\tLoss 2.3212 (2.3212)\tPrec@1 19.141 (19.141)\tPrec@5 69.922 (69.922)\n",
            "Test: [10/166]\tTime 0.358 (1.101)\tLoss 14.5462 (4.4707)\tPrec@1 0.000 (15.838)\tPrec@5 0.000 (57.706)\n",
            "Test: [20/166]\tTime 0.345 (1.021)\tLoss 14.2262 (9.1354)\tPrec@1 0.000 (8.296)\tPrec@5 0.000 (30.227)\n",
            "Test: [30/166]\tTime 3.617 (1.006)\tLoss 4.1445 (10.4480)\tPrec@1 4.688 (5.771)\tPrec@5 72.266 (22.807)\n",
            "Test: [40/166]\tTime 0.323 (0.927)\tLoss 2.3458 (8.4664)\tPrec@1 5.859 (6.136)\tPrec@5 83.594 (37.338)\n",
            "Test: [50/166]\tTime 0.343 (0.931)\tLoss 2.5192 (7.2789)\tPrec@1 6.641 (6.166)\tPrec@5 81.641 (46.124)\n",
            "Test: [60/166]\tTime 3.145 (0.927)\tLoss 2.4152 (6.4822)\tPrec@1 8.594 (6.199)\tPrec@5 87.500 (52.254)\n",
            "Test: [70/166]\tTime 0.330 (0.888)\tLoss 1.7295 (5.8505)\tPrec@1 11.719 (6.910)\tPrec@5 96.875 (57.862)\n",
            "Test: [80/166]\tTime 0.334 (0.890)\tLoss 1.6612 (5.3381)\tPrec@1 15.234 (7.837)\tPrec@5 98.438 (62.920)\n",
            "Test: [90/166]\tTime 2.825 (0.885)\tLoss 1.6285 (4.9360)\tPrec@1 12.109 (8.486)\tPrec@5 99.219 (66.887)\n",
            "Test: [100/166]\tTime 0.319 (0.860)\tLoss 1.6630 (4.6152)\tPrec@1 14.453 (9.093)\tPrec@5 98.438 (70.065)\n",
            "Test: [110/166]\tTime 0.539 (0.863)\tLoss 1.3826 (4.3340)\tPrec@1 55.859 (12.148)\tPrec@5 100.000 (72.709)\n",
            "Test: [120/166]\tTime 3.166 (0.864)\tLoss 1.1948 (4.0792)\tPrec@1 74.219 (16.955)\tPrec@5 100.000 (74.961)\n",
            "Test: [130/166]\tTime 0.320 (0.847)\tLoss 1.2442 (3.8657)\tPrec@1 72.656 (20.849)\tPrec@5 100.000 (76.855)\n",
            "Test: [140/166]\tTime 0.335 (0.855)\tLoss 1.5764 (3.6957)\tPrec@1 12.500 (22.077)\tPrec@5 99.609 (78.466)\n",
            "Test: [150/166]\tTime 4.126 (0.869)\tLoss 1.6104 (3.5580)\tPrec@1 8.203 (21.259)\tPrec@5 99.609 (79.848)\n",
            "Test: [160/166]\tTime 0.303 (0.855)\tLoss 1.9053 (3.4499)\tPrec@1 23.828 (21.060)\tPrec@5 89.062 (80.609)\n",
            " * Prec@1 20.832 Prec@5 80.269\n",
            "Epoch: [68][0/663]\tTime 6.352 (6.352)\tData 5.991 (5.991)\tLoss 1.7261 (1.7261)\tPrec@1 28.906 (28.906)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [68][10/663]\tTime 0.272 (1.286)\tData 0.000 (1.002)\tLoss 1.8254 (1.7203)\tPrec@1 22.656 (27.947)\tPrec@5 90.625 (91.939)\n",
            "Epoch: [68][20/663]\tTime 0.275 (1.156)\tData 0.000 (0.870)\tLoss 1.7324 (1.7362)\tPrec@1 26.172 (27.493)\tPrec@5 92.188 (91.778)\n",
            "Epoch: [68][30/663]\tTime 3.658 (1.102)\tData 3.328 (0.816)\tLoss 1.7465 (1.7437)\tPrec@1 26.562 (27.092)\tPrec@5 93.750 (91.935)\n",
            "Epoch: [68][40/663]\tTime 0.283 (1.005)\tData 0.000 (0.721)\tLoss 1.7029 (1.7439)\tPrec@1 26.953 (27.134)\tPrec@5 91.797 (91.845)\n",
            "Epoch: [68][50/663]\tTime 0.269 (1.022)\tData 0.000 (0.738)\tLoss 1.7678 (1.7503)\tPrec@1 23.828 (27.168)\tPrec@5 91.406 (91.621)\n",
            "Epoch: [68][60/663]\tTime 2.857 (1.008)\tData 2.516 (0.723)\tLoss 1.6857 (1.7499)\tPrec@1 27.734 (27.043)\tPrec@5 93.750 (91.675)\n",
            "Epoch: [68][70/663]\tTime 0.278 (0.988)\tData 0.000 (0.701)\tLoss 1.8130 (1.7492)\tPrec@1 26.953 (27.096)\tPrec@5 88.281 (91.687)\n",
            "Epoch: [68][80/663]\tTime 0.271 (0.986)\tData 0.002 (0.700)\tLoss 1.7617 (1.7511)\tPrec@1 23.828 (26.915)\tPrec@5 92.969 (91.604)\n",
            "Epoch: [68][90/663]\tTime 2.784 (0.974)\tData 2.463 (0.687)\tLoss 1.7877 (1.7511)\tPrec@1 28.906 (26.975)\tPrec@5 89.844 (91.556)\n",
            "Epoch: [68][100/663]\tTime 0.295 (0.951)\tData 0.002 (0.665)\tLoss 1.7806 (1.7500)\tPrec@1 22.266 (27.050)\tPrec@5 91.406 (91.596)\n",
            "Epoch: [68][110/663]\tTime 0.268 (0.954)\tData 0.000 (0.668)\tLoss 1.7258 (1.7496)\tPrec@1 27.344 (27.083)\tPrec@5 92.578 (91.596)\n",
            "Epoch: [68][120/663]\tTime 3.450 (0.955)\tData 3.111 (0.669)\tLoss 1.7217 (1.7496)\tPrec@1 26.953 (27.082)\tPrec@5 90.625 (91.564)\n",
            "Epoch: [68][130/663]\tTime 0.290 (0.932)\tData 0.000 (0.648)\tLoss 1.7099 (1.7502)\tPrec@1 23.047 (27.114)\tPrec@5 95.312 (91.597)\n",
            "Epoch: [68][140/663]\tTime 0.272 (0.938)\tData 0.000 (0.654)\tLoss 1.7621 (1.7506)\tPrec@1 25.000 (27.180)\tPrec@5 91.016 (91.575)\n",
            "Epoch: [68][150/663]\tTime 3.274 (0.938)\tData 2.961 (0.654)\tLoss 1.7724 (1.7504)\tPrec@1 26.172 (27.155)\tPrec@5 90.625 (91.577)\n",
            "Epoch: [68][160/663]\tTime 0.274 (0.921)\tData 0.001 (0.637)\tLoss 1.7786 (1.7522)\tPrec@1 28.906 (27.142)\tPrec@5 91.797 (91.508)\n",
            "Epoch: [68][170/663]\tTime 0.272 (0.926)\tData 0.000 (0.642)\tLoss 1.7273 (1.7531)\tPrec@1 31.250 (27.104)\tPrec@5 90.625 (91.486)\n",
            "Epoch: [68][180/663]\tTime 3.759 (0.930)\tData 3.423 (0.646)\tLoss 1.7955 (1.7536)\tPrec@1 23.047 (27.035)\tPrec@5 90.625 (91.458)\n",
            "Epoch: [68][190/663]\tTime 0.268 (0.915)\tData 0.000 (0.631)\tLoss 1.7550 (1.7534)\tPrec@1 25.391 (27.062)\tPrec@5 92.188 (91.453)\n",
            "Epoch: [68][200/663]\tTime 0.556 (0.921)\tData 0.294 (0.636)\tLoss 1.7242 (1.7528)\tPrec@1 29.688 (27.060)\tPrec@5 93.750 (91.492)\n",
            "Epoch: [68][210/663]\tTime 3.700 (0.925)\tData 3.374 (0.640)\tLoss 1.7219 (1.7526)\tPrec@1 25.781 (27.055)\tPrec@5 91.406 (91.467)\n",
            "Epoch: [68][220/663]\tTime 0.271 (0.915)\tData 0.001 (0.630)\tLoss 1.7441 (1.7531)\tPrec@1 28.125 (27.010)\tPrec@5 91.016 (91.482)\n",
            "Epoch: [68][230/663]\tTime 1.413 (0.919)\tData 1.136 (0.634)\tLoss 1.7107 (1.7532)\tPrec@1 31.250 (26.978)\tPrec@5 92.578 (91.474)\n",
            "Epoch: [68][240/663]\tTime 2.392 (0.917)\tData 2.086 (0.632)\tLoss 1.6853 (1.7524)\tPrec@1 33.203 (27.013)\tPrec@5 93.750 (91.520)\n",
            "Epoch: [68][250/663]\tTime 0.269 (0.912)\tData 0.000 (0.627)\tLoss 1.7238 (1.7516)\tPrec@1 29.688 (27.037)\tPrec@5 92.578 (91.526)\n",
            "Epoch: [68][260/663]\tTime 2.353 (0.915)\tData 2.036 (0.631)\tLoss 1.7717 (1.7526)\tPrec@1 26.953 (27.029)\tPrec@5 91.016 (91.502)\n",
            "Epoch: [68][270/663]\tTime 1.064 (0.908)\tData 0.799 (0.623)\tLoss 1.7364 (1.7518)\tPrec@1 26.562 (27.028)\tPrec@5 90.625 (91.509)\n",
            "Epoch: [68][280/663]\tTime 0.276 (0.907)\tData 0.000 (0.623)\tLoss 1.7289 (1.7517)\tPrec@1 30.469 (27.055)\tPrec@5 92.188 (91.522)\n",
            "Epoch: [68][290/663]\tTime 2.928 (0.909)\tData 2.626 (0.625)\tLoss 1.7146 (1.7514)\tPrec@1 30.078 (27.050)\tPrec@5 93.750 (91.531)\n",
            "Epoch: [68][300/663]\tTime 0.497 (0.901)\tData 0.239 (0.616)\tLoss 1.6609 (1.7514)\tPrec@1 34.375 (27.075)\tPrec@5 94.922 (91.509)\n",
            "Epoch: [68][310/663]\tTime 0.271 (0.902)\tData 0.000 (0.617)\tLoss 1.7496 (1.7513)\tPrec@1 25.391 (27.099)\tPrec@5 94.922 (91.532)\n",
            "Epoch: [68][320/663]\tTime 3.607 (0.905)\tData 3.268 (0.619)\tLoss 1.7589 (1.7514)\tPrec@1 29.688 (27.082)\tPrec@5 92.578 (91.534)\n",
            "Epoch: [68][330/663]\tTime 0.443 (0.896)\tData 0.180 (0.611)\tLoss 1.7077 (1.7521)\tPrec@1 27.344 (27.057)\tPrec@5 92.969 (91.510)\n",
            "Epoch: [68][340/663]\tTime 0.417 (0.899)\tData 0.000 (0.613)\tLoss 1.7634 (1.7520)\tPrec@1 28.906 (27.138)\tPrec@5 91.797 (91.512)\n",
            "Epoch: [68][350/663]\tTime 3.463 (0.900)\tData 3.117 (0.614)\tLoss 1.8072 (1.7527)\tPrec@1 23.828 (27.114)\tPrec@5 91.016 (91.472)\n",
            "Epoch: [68][360/663]\tTime 0.319 (0.892)\tData 0.004 (0.605)\tLoss 1.7178 (1.7527)\tPrec@1 32.031 (27.127)\tPrec@5 91.016 (91.467)\n",
            "Epoch: [68][370/663]\tTime 0.270 (0.895)\tData 0.000 (0.608)\tLoss 1.6744 (1.7520)\tPrec@1 28.516 (27.131)\tPrec@5 93.750 (91.470)\n",
            "Epoch: [68][380/663]\tTime 2.789 (0.896)\tData 2.451 (0.609)\tLoss 1.6760 (1.7519)\tPrec@1 33.984 (27.170)\tPrec@5 93.750 (91.483)\n",
            "Epoch: [68][390/663]\tTime 0.347 (0.890)\tData 0.000 (0.602)\tLoss 1.7733 (1.7526)\tPrec@1 27.344 (27.136)\tPrec@5 91.016 (91.476)\n",
            "Epoch: [68][400/663]\tTime 0.281 (0.894)\tData 0.002 (0.606)\tLoss 1.7789 (1.7530)\tPrec@1 24.609 (27.103)\tPrec@5 89.844 (91.457)\n",
            "Epoch: [68][410/663]\tTime 3.977 (0.897)\tData 3.679 (0.609)\tLoss 1.7579 (1.7535)\tPrec@1 21.484 (27.074)\tPrec@5 92.188 (91.447)\n",
            "Epoch: [68][420/663]\tTime 0.270 (0.892)\tData 0.000 (0.603)\tLoss 1.7434 (1.7539)\tPrec@1 26.172 (27.071)\tPrec@5 94.141 (91.440)\n",
            "Epoch: [68][430/663]\tTime 0.285 (0.894)\tData 0.000 (0.605)\tLoss 1.7412 (1.7536)\tPrec@1 24.219 (27.064)\tPrec@5 91.797 (91.448)\n",
            "Epoch: [68][440/663]\tTime 3.611 (0.895)\tData 3.291 (0.606)\tLoss 1.7716 (1.7532)\tPrec@1 25.391 (27.089)\tPrec@5 92.578 (91.463)\n",
            "Epoch: [68][450/663]\tTime 0.283 (0.889)\tData 0.000 (0.600)\tLoss 1.7599 (1.7536)\tPrec@1 26.953 (27.087)\tPrec@5 90.625 (91.440)\n",
            "Epoch: [68][460/663]\tTime 0.359 (0.891)\tData 0.000 (0.602)\tLoss 1.7689 (1.7536)\tPrec@1 25.000 (27.065)\tPrec@5 87.891 (91.434)\n",
            "Epoch: [68][470/663]\tTime 3.849 (0.894)\tData 3.473 (0.604)\tLoss 1.7697 (1.7535)\tPrec@1 26.562 (27.109)\tPrec@5 92.188 (91.427)\n",
            "Epoch: [68][480/663]\tTime 0.337 (0.889)\tData 0.000 (0.598)\tLoss 1.7208 (1.7536)\tPrec@1 23.438 (27.103)\tPrec@5 95.703 (91.422)\n",
            "Epoch: [68][490/663]\tTime 0.285 (0.892)\tData 0.000 (0.600)\tLoss 1.7927 (1.7534)\tPrec@1 28.125 (27.115)\tPrec@5 92.188 (91.428)\n",
            "Epoch: [68][500/663]\tTime 3.945 (0.894)\tData 3.591 (0.603)\tLoss 1.8027 (1.7526)\tPrec@1 30.859 (27.146)\tPrec@5 89.453 (91.444)\n",
            "Epoch: [68][510/663]\tTime 0.269 (0.890)\tData 0.000 (0.598)\tLoss 1.7505 (1.7527)\tPrec@1 23.828 (27.148)\tPrec@5 93.750 (91.437)\n",
            "Epoch: [68][520/663]\tTime 0.345 (0.892)\tData 0.000 (0.601)\tLoss 1.7816 (1.7530)\tPrec@1 23.438 (27.141)\tPrec@5 91.797 (91.441)\n",
            "Epoch: [68][530/663]\tTime 4.091 (0.895)\tData 3.736 (0.603)\tLoss 1.7102 (1.7526)\tPrec@1 25.781 (27.176)\tPrec@5 92.188 (91.447)\n",
            "Epoch: [68][540/663]\tTime 0.340 (0.891)\tData 0.005 (0.598)\tLoss 1.7701 (1.7527)\tPrec@1 28.516 (27.181)\tPrec@5 90.234 (91.446)\n",
            "Epoch: [68][550/663]\tTime 0.379 (0.893)\tData 0.000 (0.600)\tLoss 1.7374 (1.7527)\tPrec@1 28.125 (27.186)\tPrec@5 91.406 (91.450)\n",
            "Epoch: [68][560/663]\tTime 3.861 (0.895)\tData 3.551 (0.602)\tLoss 1.8280 (1.7527)\tPrec@1 31.641 (27.174)\tPrec@5 88.672 (91.457)\n",
            "Epoch: [68][570/663]\tTime 0.285 (0.891)\tData 0.000 (0.597)\tLoss 1.7491 (1.7526)\tPrec@1 24.219 (27.175)\tPrec@5 91.406 (91.451)\n",
            "Epoch: [68][580/663]\tTime 0.269 (0.893)\tData 0.000 (0.599)\tLoss 1.7274 (1.7525)\tPrec@1 26.172 (27.152)\tPrec@5 92.969 (91.462)\n",
            "Epoch: [68][590/663]\tTime 3.887 (0.895)\tData 3.555 (0.601)\tLoss 1.8453 (1.7528)\tPrec@1 22.656 (27.149)\tPrec@5 89.844 (91.457)\n",
            "Epoch: [68][600/663]\tTime 0.307 (0.891)\tData 0.000 (0.596)\tLoss 1.8542 (1.7532)\tPrec@1 21.484 (27.158)\tPrec@5 89.062 (91.439)\n",
            "Epoch: [68][610/663]\tTime 0.283 (0.892)\tData 0.000 (0.598)\tLoss 1.7952 (1.7530)\tPrec@1 25.000 (27.165)\tPrec@5 89.844 (91.445)\n",
            "Epoch: [68][620/663]\tTime 4.232 (0.895)\tData 3.790 (0.600)\tLoss 1.7431 (1.7528)\tPrec@1 28.125 (27.161)\tPrec@5 92.188 (91.458)\n",
            "Epoch: [68][630/663]\tTime 0.266 (0.891)\tData 0.005 (0.596)\tLoss 1.7554 (1.7529)\tPrec@1 26.172 (27.157)\tPrec@5 93.750 (91.466)\n",
            "Epoch: [68][640/663]\tTime 0.435 (0.892)\tData 0.000 (0.597)\tLoss 1.7498 (1.7530)\tPrec@1 28.516 (27.147)\tPrec@5 92.188 (91.477)\n",
            "Epoch: [68][650/663]\tTime 3.994 (0.894)\tData 3.635 (0.599)\tLoss 1.8180 (1.7531)\tPrec@1 23.047 (27.126)\tPrec@5 89.453 (91.476)\n",
            "Epoch: [68][660/663]\tTime 0.268 (0.885)\tData 0.000 (0.590)\tLoss 1.6975 (1.7531)\tPrec@1 29.297 (27.127)\tPrec@5 93.359 (91.487)\n",
            "Test: [0/166]\tTime 5.180 (5.180)\tLoss 2.0591 (2.0591)\tPrec@1 24.609 (24.609)\tPrec@5 77.344 (77.344)\n",
            "Test: [10/166]\tTime 0.320 (1.093)\tLoss 14.5345 (4.2540)\tPrec@1 0.000 (19.531)\tPrec@5 0.000 (64.560)\n",
            "Test: [20/166]\tTime 0.350 (1.021)\tLoss 14.1939 (9.0152)\tPrec@1 0.000 (10.231)\tPrec@5 0.000 (33.817)\n",
            "Test: [30/166]\tTime 2.940 (0.982)\tLoss 3.9577 (10.3570)\tPrec@1 9.375 (7.233)\tPrec@5 73.828 (25.290)\n",
            "Test: [40/166]\tTime 0.346 (0.916)\tLoss 2.1557 (8.3524)\tPrec@1 12.109 (8.565)\tPrec@5 87.500 (40.130)\n",
            "Test: [50/166]\tTime 0.343 (0.931)\tLoss 2.3193 (7.1509)\tPrec@1 9.375 (8.831)\tPrec@5 85.156 (49.081)\n",
            "Test: [60/166]\tTime 4.040 (0.934)\tLoss 2.2192 (6.3440)\tPrec@1 12.891 (9.074)\tPrec@5 89.453 (55.181)\n",
            "Test: [70/166]\tTime 0.313 (0.893)\tLoss 1.7933 (5.7260)\tPrec@1 4.688 (9.001)\tPrec@5 96.875 (60.541)\n",
            "Test: [80/166]\tTime 0.340 (0.899)\tLoss 1.7144 (5.2356)\tPrec@1 7.031 (8.820)\tPrec@5 98.828 (65.278)\n",
            "Test: [90/166]\tTime 3.009 (0.901)\tLoss 1.6713 (4.8494)\tPrec@1 9.375 (8.680)\tPrec@5 98.438 (68.973)\n",
            "Test: [100/166]\tTime 0.325 (0.880)\tLoss 1.7068 (4.5415)\tPrec@1 8.984 (8.574)\tPrec@5 98.828 (71.945)\n",
            "Test: [110/166]\tTime 0.316 (0.882)\tLoss 1.2685 (4.2638)\tPrec@1 71.875 (11.983)\tPrec@5 100.000 (74.419)\n",
            "Test: [120/166]\tTime 3.270 (0.884)\tLoss 1.0828 (4.0053)\tPrec@1 86.328 (17.898)\tPrec@5 100.000 (76.530)\n",
            "Test: [130/166]\tTime 0.344 (0.864)\tLoss 1.1382 (3.7893)\tPrec@1 86.719 (22.746)\tPrec@5 100.000 (78.310)\n",
            "Test: [140/166]\tTime 0.324 (0.870)\tLoss 1.7457 (3.6272)\tPrec@1 1.953 (24.019)\tPrec@5 98.828 (79.757)\n",
            "Test: [150/166]\tTime 3.105 (0.868)\tLoss 1.7908 (3.5053)\tPrec@1 1.562 (22.496)\tPrec@5 98.047 (81.009)\n",
            "Test: [160/166]\tTime 0.323 (0.852)\tLoss 2.0457 (3.4097)\tPrec@1 17.578 (21.805)\tPrec@5 84.375 (81.522)\n",
            " * Prec@1 21.516 Prec@5 81.061\n",
            "Epoch: [69][0/663]\tTime 5.792 (5.792)\tData 5.478 (5.478)\tLoss 1.7040 (1.7040)\tPrec@1 28.906 (28.906)\tPrec@5 92.188 (92.188)\n",
            "Epoch: [69][10/663]\tTime 0.262 (1.196)\tData 0.000 (0.912)\tLoss 1.7382 (1.7574)\tPrec@1 25.781 (25.888)\tPrec@5 90.234 (91.371)\n",
            "Epoch: [69][20/663]\tTime 0.265 (1.142)\tData 0.000 (0.857)\tLoss 1.7620 (1.7629)\tPrec@1 24.609 (25.911)\tPrec@5 92.188 (91.313)\n",
            "Epoch: [69][30/663]\tTime 3.976 (1.099)\tData 3.646 (0.813)\tLoss 1.7871 (1.7684)\tPrec@1 26.953 (26.033)\tPrec@5 89.844 (91.091)\n",
            "Epoch: [69][40/663]\tTime 0.279 (1.005)\tData 0.004 (0.719)\tLoss 1.6952 (1.7637)\tPrec@1 29.297 (25.953)\tPrec@5 93.750 (91.101)\n",
            "Epoch: [69][50/663]\tTime 0.435 (0.990)\tData 0.168 (0.704)\tLoss 1.6905 (1.7630)\tPrec@1 24.609 (25.904)\tPrec@5 93.359 (91.123)\n",
            "Epoch: [69][60/663]\tTime 2.039 (0.978)\tData 1.708 (0.692)\tLoss 1.9225 (1.7643)\tPrec@1 21.875 (26.044)\tPrec@5 86.328 (91.073)\n",
            "Epoch: [69][70/663]\tTime 1.721 (0.953)\tData 1.438 (0.667)\tLoss 1.7948 (1.7645)\tPrec@1 27.344 (26.067)\tPrec@5 89.062 (90.983)\n",
            "Epoch: [69][80/663]\tTime 0.339 (0.936)\tData 0.000 (0.650)\tLoss 1.6802 (1.7609)\tPrec@1 33.984 (26.408)\tPrec@5 95.312 (91.184)\n",
            "Epoch: [69][90/663]\tTime 2.229 (0.943)\tData 1.904 (0.657)\tLoss 1.7643 (1.7602)\tPrec@1 26.562 (26.468)\tPrec@5 91.016 (91.204)\n",
            "Epoch: [69][100/663]\tTime 1.777 (0.931)\tData 1.490 (0.643)\tLoss 1.7425 (1.7582)\tPrec@1 29.688 (26.590)\tPrec@5 91.797 (91.298)\n",
            "Epoch: [69][110/663]\tTime 0.277 (0.927)\tData 0.000 (0.639)\tLoss 1.7567 (1.7581)\tPrec@1 28.125 (26.763)\tPrec@5 89.844 (91.315)\n",
            "Epoch: [69][120/663]\tTime 2.970 (0.935)\tData 2.634 (0.647)\tLoss 1.7571 (1.7583)\tPrec@1 28.125 (26.840)\tPrec@5 91.406 (91.355)\n",
            "Epoch: [69][130/663]\tTime 1.148 (0.921)\tData 0.874 (0.633)\tLoss 1.7276 (1.7568)\tPrec@1 33.203 (26.893)\tPrec@5 91.016 (91.332)\n",
            "Epoch: [69][140/663]\tTime 0.282 (0.923)\tData 0.002 (0.635)\tLoss 1.7309 (1.7548)\tPrec@1 27.344 (27.042)\tPrec@5 92.188 (91.373)\n",
            "Epoch: [69][150/663]\tTime 3.460 (0.931)\tData 3.127 (0.642)\tLoss 1.7676 (1.7553)\tPrec@1 28.125 (26.995)\tPrec@5 89.062 (91.342)\n",
            "Epoch: [69][160/663]\tTime 0.321 (0.915)\tData 0.000 (0.624)\tLoss 1.7726 (1.7562)\tPrec@1 26.562 (26.973)\tPrec@5 89.453 (91.290)\n",
            "Epoch: [69][170/663]\tTime 0.272 (0.920)\tData 0.001 (0.629)\tLoss 1.8166 (1.7569)\tPrec@1 23.828 (26.910)\tPrec@5 88.281 (91.262)\n",
            "Epoch: [69][180/663]\tTime 4.196 (0.927)\tData 3.861 (0.635)\tLoss 1.7507 (1.7567)\tPrec@1 26.953 (26.977)\tPrec@5 89.062 (91.272)\n",
            "Epoch: [69][190/663]\tTime 0.369 (0.911)\tData 0.000 (0.618)\tLoss 1.7307 (1.7567)\tPrec@1 33.594 (27.019)\tPrec@5 91.016 (91.265)\n",
            "Epoch: [69][200/663]\tTime 0.269 (0.915)\tData 0.003 (0.622)\tLoss 1.7256 (1.7555)\tPrec@1 25.000 (27.029)\tPrec@5 94.141 (91.313)\n",
            "Epoch: [69][210/663]\tTime 3.924 (0.921)\tData 3.586 (0.627)\tLoss 1.7652 (1.7562)\tPrec@1 24.609 (26.955)\tPrec@5 91.406 (91.312)\n",
            "Epoch: [69][220/663]\tTime 0.281 (0.910)\tData 0.000 (0.616)\tLoss 1.7325 (1.7565)\tPrec@1 27.344 (27.011)\tPrec@5 94.141 (91.336)\n",
            "Epoch: [69][230/663]\tTime 0.261 (0.914)\tData 0.000 (0.620)\tLoss 1.6750 (1.7558)\tPrec@1 26.953 (27.048)\tPrec@5 95.312 (91.367)\n",
            "Epoch: [69][240/663]\tTime 3.346 (0.917)\tData 3.014 (0.622)\tLoss 1.7381 (1.7562)\tPrec@1 26.562 (27.031)\tPrec@5 92.188 (91.369)\n",
            "Epoch: [69][250/663]\tTime 0.276 (0.905)\tData 0.000 (0.611)\tLoss 1.6896 (1.7559)\tPrec@1 28.906 (27.056)\tPrec@5 93.750 (91.367)\n",
            "Epoch: [69][260/663]\tTime 0.263 (0.910)\tData 0.000 (0.616)\tLoss 1.8116 (1.7565)\tPrec@1 25.781 (27.014)\tPrec@5 88.672 (91.352)\n",
            "Epoch: [69][270/663]\tTime 3.178 (0.912)\tData 2.828 (0.618)\tLoss 1.7754 (1.7561)\tPrec@1 23.828 (27.024)\tPrec@5 89.844 (91.350)\n",
            "Epoch: [69][280/663]\tTime 0.283 (0.901)\tData 0.000 (0.607)\tLoss 1.7413 (1.7561)\tPrec@1 23.438 (27.014)\tPrec@5 92.188 (91.359)\n",
            "Epoch: [69][290/663]\tTime 0.269 (0.903)\tData 0.000 (0.609)\tLoss 1.7400 (1.7557)\tPrec@1 28.125 (27.031)\tPrec@5 89.453 (91.354)\n",
            "Epoch: [69][300/663]\tTime 3.200 (0.905)\tData 2.889 (0.611)\tLoss 1.7321 (1.7562)\tPrec@1 26.172 (27.078)\tPrec@5 89.062 (91.324)\n",
            "Epoch: [69][310/663]\tTime 0.269 (0.897)\tData 0.000 (0.604)\tLoss 1.7520 (1.7569)\tPrec@1 27.734 (27.091)\tPrec@5 90.234 (91.321)\n",
            "Epoch: [69][320/663]\tTime 0.262 (0.900)\tData 0.000 (0.607)\tLoss 1.7880 (1.7569)\tPrec@1 25.391 (27.100)\tPrec@5 92.578 (91.320)\n",
            "Epoch: [69][330/663]\tTime 3.361 (0.902)\tData 3.011 (0.609)\tLoss 1.7623 (1.7567)\tPrec@1 28.516 (27.098)\tPrec@5 90.625 (91.327)\n",
            "Epoch: [69][340/663]\tTime 0.291 (0.894)\tData 0.000 (0.600)\tLoss 1.7797 (1.7572)\tPrec@1 30.078 (27.064)\tPrec@5 90.625 (91.309)\n",
            "Epoch: [69][350/663]\tTime 0.329 (0.898)\tData 0.003 (0.603)\tLoss 1.7561 (1.7567)\tPrec@1 24.609 (27.056)\tPrec@5 91.406 (91.322)\n",
            "Epoch: [69][360/663]\tTime 2.635 (0.899)\tData 2.295 (0.605)\tLoss 1.7745 (1.7565)\tPrec@1 30.078 (27.036)\tPrec@5 91.406 (91.331)\n",
            "Epoch: [69][370/663]\tTime 0.267 (0.893)\tData 0.000 (0.598)\tLoss 1.7413 (1.7566)\tPrec@1 29.297 (27.024)\tPrec@5 91.797 (91.333)\n",
            "Epoch: [69][380/663]\tTime 0.412 (0.894)\tData 0.002 (0.599)\tLoss 1.7171 (1.7561)\tPrec@1 32.031 (27.083)\tPrec@5 93.750 (91.356)\n",
            "Epoch: [69][390/663]\tTime 2.039 (0.896)\tData 1.754 (0.600)\tLoss 1.7719 (1.7566)\tPrec@1 25.781 (27.049)\tPrec@5 90.625 (91.348)\n",
            "Epoch: [69][400/663]\tTime 0.267 (0.888)\tData 0.000 (0.593)\tLoss 1.8058 (1.7565)\tPrec@1 26.172 (27.054)\tPrec@5 91.406 (91.360)\n",
            "Epoch: [69][410/663]\tTime 0.268 (0.890)\tData 0.000 (0.595)\tLoss 1.6993 (1.7565)\tPrec@1 28.125 (27.070)\tPrec@5 94.531 (91.353)\n",
            "Epoch: [69][420/663]\tTime 1.930 (0.892)\tData 1.661 (0.597)\tLoss 1.7757 (1.7565)\tPrec@1 28.906 (27.101)\tPrec@5 89.844 (91.343)\n",
            "Epoch: [69][430/663]\tTime 0.258 (0.886)\tData 0.000 (0.591)\tLoss 1.7698 (1.7568)\tPrec@1 28.906 (27.122)\tPrec@5 89.844 (91.333)\n",
            "Epoch: [69][440/663]\tTime 0.283 (0.887)\tData 0.008 (0.591)\tLoss 1.7380 (1.7573)\tPrec@1 24.219 (27.110)\tPrec@5 91.797 (91.320)\n",
            "Epoch: [69][450/663]\tTime 1.635 (0.887)\tData 1.366 (0.592)\tLoss 1.7265 (1.7574)\tPrec@1 25.391 (27.067)\tPrec@5 93.750 (91.315)\n",
            "Epoch: [69][460/663]\tTime 0.361 (0.882)\tData 0.000 (0.587)\tLoss 1.7796 (1.7572)\tPrec@1 28.516 (27.085)\tPrec@5 89.453 (91.314)\n",
            "Epoch: [69][470/663]\tTime 0.273 (0.884)\tData 0.000 (0.589)\tLoss 1.7433 (1.7569)\tPrec@1 28.906 (27.058)\tPrec@5 92.188 (91.325)\n",
            "Epoch: [69][480/663]\tTime 1.233 (0.886)\tData 0.957 (0.591)\tLoss 1.8222 (1.7569)\tPrec@1 26.953 (27.061)\tPrec@5 89.453 (91.328)\n",
            "Epoch: [69][490/663]\tTime 0.338 (0.881)\tData 0.001 (0.585)\tLoss 1.7455 (1.7567)\tPrec@1 29.688 (27.042)\tPrec@5 92.969 (91.343)\n",
            "Epoch: [69][500/663]\tTime 0.272 (0.882)\tData 0.000 (0.586)\tLoss 1.7611 (1.7564)\tPrec@1 29.297 (27.068)\tPrec@5 92.188 (91.364)\n",
            "Epoch: [69][510/663]\tTime 0.702 (0.885)\tData 0.433 (0.589)\tLoss 1.7474 (1.7565)\tPrec@1 26.172 (27.059)\tPrec@5 91.406 (91.362)\n",
            "Epoch: [69][520/663]\tTime 0.287 (0.881)\tData 0.000 (0.585)\tLoss 1.8334 (1.7567)\tPrec@1 25.391 (27.039)\tPrec@5 87.500 (91.352)\n",
            "Epoch: [69][530/663]\tTime 0.309 (0.883)\tData 0.000 (0.587)\tLoss 1.7392 (1.7562)\tPrec@1 25.781 (27.065)\tPrec@5 92.969 (91.358)\n",
            "Epoch: [69][540/663]\tTime 0.667 (0.885)\tData 0.395 (0.589)\tLoss 1.7906 (1.7563)\tPrec@1 29.297 (27.066)\tPrec@5 90.234 (91.356)\n",
            "Epoch: [69][550/663]\tTime 0.270 (0.880)\tData 0.000 (0.585)\tLoss 1.6947 (1.7560)\tPrec@1 26.562 (27.075)\tPrec@5 92.578 (91.357)\n",
            "Epoch: [69][560/663]\tTime 0.286 (0.881)\tData 0.002 (0.586)\tLoss 1.7815 (1.7560)\tPrec@1 31.250 (27.091)\tPrec@5 91.016 (91.366)\n",
            "Epoch: [69][570/663]\tTime 0.346 (0.883)\tData 0.000 (0.587)\tLoss 1.7045 (1.7558)\tPrec@1 28.125 (27.122)\tPrec@5 90.625 (91.358)\n",
            "Epoch: [69][580/663]\tTime 0.282 (0.879)\tData 0.000 (0.583)\tLoss 1.8717 (1.7559)\tPrec@1 29.688 (27.112)\tPrec@5 85.938 (91.348)\n",
            "Epoch: [69][590/663]\tTime 0.276 (0.881)\tData 0.001 (0.585)\tLoss 1.7751 (1.7560)\tPrec@1 26.953 (27.110)\tPrec@5 91.406 (91.353)\n",
            "Epoch: [69][600/663]\tTime 0.271 (0.883)\tData 0.000 (0.587)\tLoss 1.8651 (1.7561)\tPrec@1 25.781 (27.105)\tPrec@5 87.109 (91.348)\n",
            "Epoch: [69][610/663]\tTime 0.274 (0.879)\tData 0.000 (0.583)\tLoss 1.7730 (1.7559)\tPrec@1 30.859 (27.116)\tPrec@5 89.062 (91.348)\n",
            "Epoch: [69][620/663]\tTime 0.267 (0.881)\tData 0.000 (0.585)\tLoss 1.7137 (1.7558)\tPrec@1 25.000 (27.114)\tPrec@5 94.141 (91.366)\n",
            "Epoch: [69][630/663]\tTime 0.292 (0.883)\tData 0.000 (0.587)\tLoss 1.7201 (1.7558)\tPrec@1 29.297 (27.105)\tPrec@5 92.188 (91.370)\n",
            "Epoch: [69][640/663]\tTime 0.337 (0.880)\tData 0.000 (0.584)\tLoss 1.7318 (1.7556)\tPrec@1 21.094 (27.108)\tPrec@5 92.578 (91.382)\n",
            "Epoch: [69][650/663]\tTime 0.281 (0.881)\tData 0.016 (0.586)\tLoss 1.6513 (1.7556)\tPrec@1 26.172 (27.125)\tPrec@5 94.531 (91.383)\n",
            "Epoch: [69][660/663]\tTime 0.259 (0.877)\tData 0.000 (0.582)\tLoss 1.7935 (1.7554)\tPrec@1 22.656 (27.132)\tPrec@5 93.359 (91.400)\n",
            "Test: [0/166]\tTime 6.041 (6.041)\tLoss 2.4086 (2.4086)\tPrec@1 7.031 (7.031)\tPrec@5 70.703 (70.703)\n",
            "Test: [10/166]\tTime 0.332 (1.154)\tLoss 14.6131 (4.5574)\tPrec@1 0.000 (6.428)\tPrec@5 0.000 (59.730)\n",
            "Test: [20/166]\tTime 0.329 (1.090)\tLoss 14.2571 (9.2085)\tPrec@1 0.000 (3.367)\tPrec@5 0.000 (31.287)\n",
            "Test: [30/166]\tTime 3.441 (1.058)\tLoss 3.7877 (10.5025)\tPrec@1 10.938 (2.634)\tPrec@5 75.781 (23.639)\n",
            "Test: [40/166]\tTime 0.338 (0.976)\tLoss 1.9777 (8.4195)\tPrec@1 14.062 (5.669)\tPrec@5 89.844 (39.625)\n",
            "Test: [50/166]\tTime 0.326 (0.980)\tLoss 2.1480 (7.1735)\tPrec@1 10.938 (6.595)\tPrec@5 86.328 (48.997)\n",
            "Test: [60/166]\tTime 3.327 (0.979)\tLoss 2.0312 (6.3345)\tPrec@1 13.672 (7.492)\tPrec@5 91.797 (55.482)\n",
            "Test: [70/166]\tTime 0.322 (0.942)\tLoss 1.4580 (5.6793)\tPrec@1 50.781 (11.356)\tPrec@5 98.047 (61.020)\n",
            "Test: [80/166]\tTime 0.330 (0.954)\tLoss 1.4000 (5.1532)\tPrec@1 51.562 (16.040)\tPrec@5 98.828 (65.726)\n",
            "Test: [90/166]\tTime 3.449 (0.956)\tLoss 1.3789 (4.7418)\tPrec@1 47.656 (19.445)\tPrec@5 99.219 (69.394)\n",
            "Test: [100/166]\tTime 0.322 (0.924)\tLoss 1.3938 (4.4136)\tPrec@1 50.000 (22.351)\tPrec@5 98.828 (72.358)\n",
            "Test: [110/166]\tTime 0.322 (0.926)\tLoss 1.6909 (4.1545)\tPrec@1 10.938 (22.829)\tPrec@5 97.656 (74.754)\n",
            "Test: [120/166]\tTime 3.125 (0.923)\tLoss 1.4351 (3.9361)\tPrec@1 26.953 (22.640)\tPrec@5 99.219 (76.795)\n",
            "Test: [130/166]\tTime 0.306 (0.904)\tLoss 1.4752 (3.7530)\tPrec@1 21.875 (22.409)\tPrec@5 99.219 (78.516)\n",
            "Test: [140/166]\tTime 0.318 (0.905)\tLoss 1.5734 (3.6002)\tPrec@1 34.375 (22.515)\tPrec@5 99.609 (80.001)\n",
            "Test: [150/166]\tTime 2.983 (0.906)\tLoss 1.6067 (3.4686)\tPrec@1 27.344 (23.148)\tPrec@5 99.609 (81.297)\n",
            "Test: [160/166]\tTime 0.316 (0.889)\tLoss 2.0187 (3.3704)\tPrec@1 20.703 (23.103)\tPrec@5 87.891 (81.929)\n",
            " * Prec@1 22.742 Prec@5 81.381\n",
            "Epoch: [70][0/663]\tTime 6.279 (6.279)\tData 5.937 (5.937)\tLoss 1.8171 (1.8171)\tPrec@1 23.438 (23.438)\tPrec@5 89.844 (89.844)\n",
            "Epoch: [70][10/663]\tTime 0.273 (1.159)\tData 0.000 (0.876)\tLoss 1.7888 (1.7709)\tPrec@1 23.438 (27.024)\tPrec@5 91.406 (91.016)\n",
            "Epoch: [70][20/663]\tTime 0.281 (1.084)\tData 0.000 (0.796)\tLoss 1.7121 (1.7620)\tPrec@1 25.000 (26.469)\tPrec@5 92.969 (91.518)\n",
            "Epoch: [70][30/663]\tTime 2.725 (1.036)\tData 2.399 (0.751)\tLoss 1.7581 (1.7488)\tPrec@1 25.391 (26.802)\tPrec@5 92.969 (91.646)\n",
            "Epoch: [70][40/663]\tTime 0.265 (0.953)\tData 0.000 (0.668)\tLoss 1.7840 (1.7484)\tPrec@1 26.562 (26.867)\tPrec@5 87.891 (91.597)\n",
            "Epoch: [70][50/663]\tTime 0.270 (0.960)\tData 0.001 (0.676)\tLoss 1.7142 (1.7492)\tPrec@1 23.438 (26.593)\tPrec@5 92.188 (91.559)\n",
            "Epoch: [70][60/663]\tTime 1.594 (0.927)\tData 1.323 (0.643)\tLoss 1.7940 (1.7531)\tPrec@1 26.953 (26.479)\tPrec@5 90.234 (91.406)\n",
            "Epoch: [70][70/663]\tTime 0.267 (0.920)\tData 0.000 (0.635)\tLoss 1.7136 (1.7529)\tPrec@1 35.156 (26.695)\tPrec@5 92.578 (91.456)\n",
            "Epoch: [70][80/663]\tTime 0.258 (0.934)\tData 0.000 (0.650)\tLoss 1.8050 (1.7527)\tPrec@1 21.875 (26.847)\tPrec@5 89.453 (91.556)\n",
            "Epoch: [70][90/663]\tTime 0.313 (0.923)\tData 0.000 (0.639)\tLoss 1.7751 (1.7519)\tPrec@1 24.219 (26.846)\tPrec@5 90.625 (91.591)\n",
            "Epoch: [70][100/663]\tTime 0.272 (0.947)\tData 0.000 (0.663)\tLoss 1.6899 (1.7513)\tPrec@1 30.078 (27.019)\tPrec@5 91.797 (91.584)\n",
            "Epoch: [70][110/663]\tTime 0.264 (0.923)\tData 0.000 (0.638)\tLoss 1.7485 (1.7525)\tPrec@1 29.688 (27.122)\tPrec@5 91.016 (91.543)\n",
            "Epoch: [70][120/663]\tTime 0.254 (0.934)\tData 0.000 (0.649)\tLoss 1.7623 (1.7507)\tPrec@1 28.906 (27.195)\tPrec@5 91.016 (91.555)\n",
            "Epoch: [70][130/663]\tTime 0.283 (0.946)\tData 0.000 (0.659)\tLoss 1.7876 (1.7504)\tPrec@1 26.172 (27.183)\tPrec@5 90.234 (91.606)\n",
            "Epoch: [70][140/663]\tTime 0.280 (0.926)\tData 0.000 (0.640)\tLoss 1.8535 (1.7523)\tPrec@1 27.734 (27.075)\tPrec@5 87.891 (91.581)\n",
            "Epoch: [70][150/663]\tTime 0.316 (0.935)\tData 0.000 (0.647)\tLoss 1.6429 (1.7507)\tPrec@1 36.328 (27.090)\tPrec@5 94.922 (91.624)\n",
            "Epoch: [70][160/663]\tTime 0.349 (0.940)\tData 0.004 (0.652)\tLoss 1.6997 (1.7515)\tPrec@1 26.953 (27.043)\tPrec@5 94.141 (91.600)\n",
            "Epoch: [70][170/663]\tTime 0.286 (0.925)\tData 0.000 (0.637)\tLoss 1.8026 (1.7524)\tPrec@1 23.438 (27.065)\tPrec@5 87.891 (91.568)\n",
            "Epoch: [70][180/663]\tTime 0.277 (0.931)\tData 0.000 (0.642)\tLoss 1.7400 (1.7525)\tPrec@1 30.078 (27.076)\tPrec@5 91.797 (91.534)\n",
            "Epoch: [70][190/663]\tTime 0.280 (0.935)\tData 0.000 (0.646)\tLoss 1.8101 (1.7521)\tPrec@1 25.391 (27.096)\tPrec@5 89.453 (91.511)\n",
            "Epoch: [70][200/663]\tTime 0.293 (0.922)\tData 0.000 (0.632)\tLoss 1.7477 (1.7518)\tPrec@1 28.906 (27.103)\tPrec@5 93.359 (91.529)\n",
            "Epoch: [70][210/663]\tTime 0.282 (0.928)\tData 0.000 (0.638)\tLoss 1.7898 (1.7513)\tPrec@1 26.172 (27.160)\tPrec@5 89.062 (91.547)\n",
            "Epoch: [70][220/663]\tTime 0.283 (0.935)\tData 0.000 (0.645)\tLoss 1.7910 (1.7517)\tPrec@1 29.297 (27.165)\tPrec@5 90.234 (91.503)\n",
            "Epoch: [70][230/663]\tTime 0.272 (0.922)\tData 0.000 (0.633)\tLoss 1.8455 (1.7519)\tPrec@1 29.297 (27.208)\tPrec@5 90.234 (91.479)\n",
            "Epoch: [70][240/663]\tTime 0.276 (0.927)\tData 0.000 (0.638)\tLoss 1.8246 (1.7519)\tPrec@1 23.828 (27.204)\tPrec@5 89.844 (91.491)\n",
            "Epoch: [70][250/663]\tTime 0.282 (0.930)\tData 0.000 (0.640)\tLoss 1.8049 (1.7529)\tPrec@1 30.469 (27.168)\tPrec@5 88.672 (91.472)\n",
            "Epoch: [70][260/663]\tTime 0.267 (0.922)\tData 0.000 (0.632)\tLoss 1.7465 (1.7528)\tPrec@1 29.297 (27.260)\tPrec@5 89.844 (91.450)\n",
            "Epoch: [70][270/663]\tTime 0.264 (0.926)\tData 0.000 (0.635)\tLoss 1.7711 (1.7534)\tPrec@1 28.125 (27.239)\tPrec@5 89.453 (91.442)\n",
            "Epoch: [70][280/663]\tTime 0.289 (0.930)\tData 0.000 (0.639)\tLoss 1.8446 (1.7534)\tPrec@1 23.438 (27.260)\tPrec@5 88.281 (91.433)\n",
            "Epoch: [70][290/663]\tTime 0.287 (0.923)\tData 0.000 (0.632)\tLoss 1.7864 (1.7537)\tPrec@1 26.172 (27.286)\tPrec@5 90.625 (91.417)\n",
            "Epoch: [70][300/663]\tTime 0.263 (0.926)\tData 0.000 (0.634)\tLoss 1.7334 (1.7538)\tPrec@1 26.562 (27.293)\tPrec@5 92.969 (91.435)\n",
            "Epoch: [70][310/663]\tTime 0.278 (0.926)\tData 0.000 (0.634)\tLoss 1.7105 (1.7542)\tPrec@1 32.031 (27.315)\tPrec@5 91.797 (91.419)\n",
            "Epoch: [70][320/663]\tTime 0.267 (0.916)\tData 0.000 (0.624)\tLoss 1.7371 (1.7543)\tPrec@1 29.688 (27.373)\tPrec@5 92.578 (91.409)\n",
            "Epoch: [70][330/663]\tTime 0.310 (0.919)\tData 0.004 (0.628)\tLoss 1.7508 (1.7546)\tPrec@1 27.734 (27.363)\tPrec@5 91.406 (91.410)\n",
            "Epoch: [70][340/663]\tTime 0.276 (0.922)\tData 0.000 (0.630)\tLoss 1.8062 (1.7547)\tPrec@1 23.047 (27.366)\tPrec@5 91.797 (91.417)\n",
            "Epoch: [70][350/663]\tTime 0.271 (0.915)\tData 0.000 (0.624)\tLoss 1.7444 (1.7545)\tPrec@1 28.516 (27.366)\tPrec@5 89.844 (91.435)\n",
            "Epoch: [70][360/663]\tTime 0.275 (0.916)\tData 0.000 (0.625)\tLoss 1.7583 (1.7541)\tPrec@1 31.641 (27.376)\tPrec@5 90.625 (91.455)\n",
            "Epoch: [70][370/663]\tTime 0.256 (0.919)\tData 0.000 (0.627)\tLoss 1.6984 (1.7544)\tPrec@1 32.422 (27.371)\tPrec@5 92.188 (91.448)\n",
            "Epoch: [70][380/663]\tTime 0.280 (0.911)\tData 0.000 (0.619)\tLoss 1.7814 (1.7548)\tPrec@1 25.000 (27.381)\tPrec@5 89.844 (91.435)\n",
            "Epoch: [70][390/663]\tTime 0.276 (0.912)\tData 0.000 (0.620)\tLoss 1.7556 (1.7551)\tPrec@1 28.906 (27.380)\tPrec@5 89.844 (91.415)\n",
            "Epoch: [70][400/663]\tTime 0.261 (0.914)\tData 0.000 (0.622)\tLoss 1.7306 (1.7547)\tPrec@1 31.250 (27.411)\tPrec@5 91.406 (91.405)\n",
            "Epoch: [70][410/663]\tTime 0.285 (0.905)\tData 0.000 (0.613)\tLoss 1.7137 (1.7549)\tPrec@1 32.812 (27.387)\tPrec@5 93.359 (91.408)\n",
            "Epoch: [70][420/663]\tTime 0.270 (0.907)\tData 0.001 (0.615)\tLoss 1.7773 (1.7547)\tPrec@1 26.953 (27.389)\tPrec@5 89.062 (91.424)\n",
            "Epoch: [70][430/663]\tTime 0.273 (0.908)\tData 0.001 (0.615)\tLoss 1.6980 (1.7548)\tPrec@1 28.516 (27.346)\tPrec@5 92.578 (91.436)\n",
            "Epoch: [70][440/663]\tTime 0.293 (0.901)\tData 0.000 (0.609)\tLoss 1.7998 (1.7550)\tPrec@1 28.125 (27.309)\tPrec@5 87.500 (91.428)\n",
            "Epoch: [70][450/663]\tTime 0.350 (0.904)\tData 0.000 (0.611)\tLoss 1.7018 (1.7550)\tPrec@1 32.422 (27.318)\tPrec@5 91.797 (91.432)\n",
            "Epoch: [70][460/663]\tTime 0.286 (0.907)\tData 0.000 (0.615)\tLoss 1.7273 (1.7546)\tPrec@1 29.688 (27.318)\tPrec@5 90.234 (91.446)\n",
            "Epoch: [70][470/663]\tTime 0.284 (0.903)\tData 0.000 (0.610)\tLoss 1.6949 (1.7544)\tPrec@1 30.469 (27.303)\tPrec@5 92.578 (91.451)\n",
            "Epoch: [70][480/663]\tTime 0.265 (0.906)\tData 0.000 (0.613)\tLoss 1.8044 (1.7546)\tPrec@1 25.781 (27.317)\tPrec@5 89.844 (91.449)\n",
            "Epoch: [70][490/663]\tTime 0.281 (0.905)\tData 0.000 (0.613)\tLoss 1.7787 (1.7546)\tPrec@1 25.781 (27.324)\tPrec@5 89.844 (91.457)\n",
            "Epoch: [70][500/663]\tTime 0.268 (0.900)\tData 0.000 (0.607)\tLoss 1.7676 (1.7544)\tPrec@1 25.391 (27.309)\tPrec@5 91.016 (91.462)\n",
            "Epoch: [70][510/663]\tTime 0.261 (0.902)\tData 0.001 (0.610)\tLoss 1.7907 (1.7545)\tPrec@1 25.391 (27.300)\tPrec@5 89.062 (91.453)\n",
            "Epoch: [70][520/663]\tTime 0.382 (0.905)\tData 0.000 (0.611)\tLoss 1.7321 (1.7542)\tPrec@1 24.219 (27.280)\tPrec@5 94.141 (91.464)\n",
            "Epoch: [70][530/663]\tTime 0.288 (0.900)\tData 0.001 (0.607)\tLoss 1.7592 (1.7546)\tPrec@1 27.344 (27.258)\tPrec@5 92.969 (91.454)\n",
            "Epoch: [70][540/663]\tTime 0.260 (0.903)\tData 0.000 (0.610)\tLoss 1.7903 (1.7546)\tPrec@1 21.484 (27.257)\tPrec@5 91.797 (91.449)\n",
            "Epoch: [70][550/663]\tTime 0.312 (0.905)\tData 0.000 (0.612)\tLoss 1.7286 (1.7543)\tPrec@1 28.906 (27.259)\tPrec@5 94.141 (91.449)\n",
            "Epoch: [70][560/663]\tTime 0.271 (0.901)\tData 0.002 (0.607)\tLoss 1.8224 (1.7545)\tPrec@1 23.828 (27.272)\tPrec@5 87.500 (91.440)\n",
            "Epoch: [70][570/663]\tTime 0.287 (0.903)\tData 0.000 (0.609)\tLoss 1.7892 (1.7547)\tPrec@1 25.781 (27.250)\tPrec@5 92.188 (91.431)\n",
            "Epoch: [70][580/663]\tTime 0.271 (0.905)\tData 0.001 (0.611)\tLoss 1.7861 (1.7548)\tPrec@1 28.516 (27.255)\tPrec@5 89.453 (91.418)\n",
            "Epoch: [70][590/663]\tTime 0.259 (0.901)\tData 0.000 (0.608)\tLoss 1.7478 (1.7546)\tPrec@1 30.859 (27.283)\tPrec@5 88.672 (91.408)\n",
            "Epoch: [70][600/663]\tTime 0.272 (0.903)\tData 0.000 (0.609)\tLoss 1.7320 (1.7547)\tPrec@1 28.516 (27.301)\tPrec@5 91.797 (91.393)\n",
            "Epoch: [70][610/663]\tTime 0.285 (0.905)\tData 0.001 (0.612)\tLoss 1.7430 (1.7545)\tPrec@1 24.609 (27.302)\tPrec@5 92.188 (91.392)\n",
            "Epoch: [70][620/663]\tTime 0.286 (0.902)\tData 0.000 (0.608)\tLoss 1.7651 (1.7543)\tPrec@1 29.297 (27.312)\tPrec@5 92.188 (91.391)\n",
            "Epoch: [70][630/663]\tTime 0.283 (0.903)\tData 0.000 (0.609)\tLoss 1.7289 (1.7545)\tPrec@1 28.125 (27.286)\tPrec@5 91.797 (91.380)\n",
            "Epoch: [70][640/663]\tTime 0.273 (0.905)\tData 0.000 (0.611)\tLoss 1.6641 (1.7544)\tPrec@1 27.734 (27.273)\tPrec@5 94.531 (91.390)\n",
            "Epoch: [70][650/663]\tTime 0.289 (0.901)\tData 0.007 (0.607)\tLoss 1.8177 (1.7545)\tPrec@1 28.125 (27.267)\tPrec@5 90.234 (91.389)\n",
            "Epoch: [70][660/663]\tTime 0.291 (0.897)\tData 0.000 (0.603)\tLoss 1.7167 (1.7545)\tPrec@1 25.000 (27.268)\tPrec@5 92.578 (91.381)\n",
            "Test: [0/166]\tTime 4.887 (4.887)\tLoss 2.2894 (2.2894)\tPrec@1 13.281 (13.281)\tPrec@5 70.312 (70.312)\n",
            "Test: [10/166]\tTime 0.351 (1.073)\tLoss 14.4876 (4.4332)\tPrec@1 0.000 (11.293)\tPrec@5 0.000 (58.203)\n",
            "Test: [20/166]\tTime 0.319 (1.024)\tLoss 14.1535 (9.0884)\tPrec@1 0.000 (5.915)\tPrec@5 0.000 (30.487)\n",
            "Test: [30/166]\tTime 4.117 (1.029)\tLoss 3.9281 (10.3928)\tPrec@1 11.328 (4.372)\tPrec@5 72.266 (22.984)\n",
            "Test: [40/166]\tTime 0.345 (0.928)\tLoss 2.1242 (8.3723)\tPrec@1 10.938 (6.631)\tPrec@5 85.938 (38.119)\n",
            "Test: [50/166]\tTime 0.311 (0.938)\tLoss 2.2944 (7.1615)\tPrec@1 10.156 (7.207)\tPrec@5 83.984 (47.350)\n",
            "Test: [60/166]\tTime 3.841 (0.945)\tLoss 2.1863 (6.3482)\tPrec@1 13.281 (7.793)\tPrec@5 89.062 (53.663)\n",
            "Test: [70/166]\tTime 0.321 (0.901)\tLoss 1.6256 (5.7135)\tPrec@1 27.344 (9.953)\tPrec@5 98.047 (59.232)\n",
            "Test: [80/166]\tTime 0.349 (0.911)\tLoss 1.5561 (5.2040)\tPrec@1 33.594 (12.437)\tPrec@5 98.828 (64.164)\n",
            "Test: [90/166]\tTime 3.300 (0.912)\tLoss 1.5312 (4.8048)\tPrec@1 28.906 (14.157)\tPrec@5 99.219 (68.003)\n",
            "Test: [100/166]\tTime 0.353 (0.884)\tLoss 1.5564 (4.4867)\tPrec@1 29.688 (15.613)\tPrec@5 98.828 (71.090)\n",
            "Test: [110/166]\tTime 0.340 (0.887)\tLoss 1.6115 (4.2232)\tPrec@1 28.125 (17.026)\tPrec@5 99.609 (73.624)\n",
            "Test: [120/166]\tTime 3.527 (0.890)\tLoss 1.3664 (3.9931)\tPrec@1 49.609 (19.137)\tPrec@5 99.609 (75.778)\n",
            "Test: [130/166]\tTime 0.351 (0.868)\tLoss 1.4058 (3.7999)\tPrec@1 46.875 (20.849)\tPrec@5 99.609 (77.597)\n",
            "Test: [140/166]\tTime 0.342 (0.873)\tLoss 1.5578 (3.6404)\tPrec@1 24.219 (21.545)\tPrec@5 99.609 (79.153)\n",
            "Test: [150/166]\tTime 3.130 (0.875)\tLoss 1.5854 (3.5050)\tPrec@1 17.578 (21.546)\tPrec@5 99.609 (80.482)\n",
            "Test: [160/166]\tTime 0.288 (0.859)\tLoss 1.8662 (3.3980)\tPrec@1 31.250 (21.812)\tPrec@5 89.062 (81.228)\n",
            " * Prec@1 21.605 Prec@5 80.804\n",
            "Epoch: [71][0/663]\tTime 6.156 (6.156)\tData 5.824 (5.824)\tLoss 1.7629 (1.7629)\tPrec@1 25.000 (25.000)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [71][10/663]\tTime 0.265 (1.141)\tData 0.000 (0.850)\tLoss 1.7465 (1.7447)\tPrec@1 26.953 (28.054)\tPrec@5 91.016 (91.548)\n",
            "Epoch: [71][20/663]\tTime 0.268 (1.133)\tData 0.000 (0.843)\tLoss 1.7442 (1.7458)\tPrec@1 26.953 (27.530)\tPrec@5 90.625 (91.592)\n",
            "Epoch: [71][30/663]\tTime 3.331 (1.066)\tData 2.976 (0.775)\tLoss 1.7800 (1.7496)\tPrec@1 27.344 (27.344)\tPrec@5 88.281 (91.520)\n",
            "Epoch: [71][40/663]\tTime 0.274 (0.978)\tData 0.001 (0.688)\tLoss 1.7707 (1.7486)\tPrec@1 27.734 (27.715)\tPrec@5 91.406 (91.530)\n",
            "Epoch: [71][50/663]\tTime 0.299 (0.977)\tData 0.000 (0.684)\tLoss 1.7328 (1.7534)\tPrec@1 25.000 (27.413)\tPrec@5 87.500 (91.284)\n",
            "Epoch: [71][60/663]\tTime 3.706 (0.975)\tData 3.380 (0.683)\tLoss 1.7951 (1.7530)\tPrec@1 28.516 (27.369)\tPrec@5 88.281 (91.342)\n",
            "Epoch: [71][70/663]\tTime 0.256 (0.930)\tData 0.000 (0.640)\tLoss 1.8071 (1.7517)\tPrec@1 27.344 (27.443)\tPrec@5 91.797 (91.439)\n",
            "Epoch: [71][80/663]\tTime 1.370 (0.944)\tData 1.102 (0.653)\tLoss 1.6823 (1.7507)\tPrec@1 29.688 (27.595)\tPrec@5 92.578 (91.493)\n",
            "Epoch: [71][90/663]\tTime 2.738 (0.938)\tData 2.390 (0.648)\tLoss 1.7765 (1.7501)\tPrec@1 25.781 (27.567)\tPrec@5 93.359 (91.475)\n",
            "Epoch: [71][100/663]\tTime 0.286 (0.922)\tData 0.004 (0.632)\tLoss 1.7499 (1.7510)\tPrec@1 33.203 (27.661)\tPrec@5 92.578 (91.464)\n",
            "Epoch: [71][110/663]\tTime 1.490 (0.934)\tData 1.221 (0.645)\tLoss 1.7362 (1.7511)\tPrec@1 27.344 (27.463)\tPrec@5 93.750 (91.473)\n",
            "Epoch: [71][120/663]\tTime 1.836 (0.933)\tData 1.564 (0.645)\tLoss 1.7446 (1.7515)\tPrec@1 28.125 (27.344)\tPrec@5 90.234 (91.426)\n",
            "Epoch: [71][130/663]\tTime 0.285 (0.923)\tData 0.004 (0.636)\tLoss 1.7854 (1.7521)\tPrec@1 28.125 (27.302)\tPrec@5 89.844 (91.430)\n",
            "Epoch: [71][140/663]\tTime 0.535 (0.932)\tData 0.261 (0.645)\tLoss 1.7362 (1.7505)\tPrec@1 26.562 (27.391)\tPrec@5 94.141 (91.462)\n",
            "Epoch: [71][150/663]\tTime 0.262 (0.951)\tData 0.000 (0.664)\tLoss 1.8196 (1.7501)\tPrec@1 26.562 (27.527)\tPrec@5 90.234 (91.437)\n",
            "Epoch: [71][160/663]\tTime 0.272 (0.937)\tData 0.000 (0.650)\tLoss 1.7430 (1.7507)\tPrec@1 25.000 (27.514)\tPrec@5 93.359 (91.435)\n",
            "Epoch: [71][170/663]\tTime 0.265 (0.945)\tData 0.000 (0.658)\tLoss 1.7530 (1.7506)\tPrec@1 29.297 (27.540)\tPrec@5 91.797 (91.450)\n",
            "Epoch: [71][180/663]\tTime 0.295 (0.956)\tData 0.000 (0.668)\tLoss 1.7861 (1.7502)\tPrec@1 23.828 (27.547)\tPrec@5 88.672 (91.452)\n",
            "Epoch: [71][190/663]\tTime 0.269 (0.938)\tData 0.000 (0.650)\tLoss 1.7523 (1.7507)\tPrec@1 24.219 (27.487)\tPrec@5 92.188 (91.441)\n",
            "Epoch: [71][200/663]\tTime 0.270 (0.946)\tData 0.000 (0.657)\tLoss 1.7519 (1.7510)\tPrec@1 26.172 (27.480)\tPrec@5 91.016 (91.416)\n",
            "Epoch: [71][210/663]\tTime 0.264 (0.952)\tData 0.000 (0.664)\tLoss 1.8292 (1.7522)\tPrec@1 28.516 (27.499)\tPrec@5 88.281 (91.366)\n",
            "Epoch: [71][220/663]\tTime 0.283 (0.937)\tData 0.000 (0.648)\tLoss 1.7462 (1.7508)\tPrec@1 28.125 (27.536)\tPrec@5 89.844 (91.394)\n",
            "Epoch: [71][230/663]\tTime 0.265 (0.944)\tData 0.000 (0.656)\tLoss 1.7532 (1.7505)\tPrec@1 28.906 (27.560)\tPrec@5 93.359 (91.430)\n",
            "Epoch: [71][240/663]\tTime 0.281 (0.948)\tData 0.000 (0.660)\tLoss 1.6940 (1.7505)\tPrec@1 28.906 (27.572)\tPrec@5 92.578 (91.418)\n",
            "Epoch: [71][250/663]\tTime 0.277 (0.938)\tData 0.001 (0.649)\tLoss 1.7205 (1.7516)\tPrec@1 27.734 (27.538)\tPrec@5 92.969 (91.395)\n",
            "Epoch: [71][260/663]\tTime 0.265 (0.943)\tData 0.000 (0.655)\tLoss 1.8251 (1.7519)\tPrec@1 28.906 (27.526)\tPrec@5 90.234 (91.372)\n",
            "Epoch: [71][270/663]\tTime 0.316 (0.947)\tData 0.000 (0.659)\tLoss 1.7948 (1.7518)\tPrec@1 25.000 (27.515)\tPrec@5 88.672 (91.375)\n",
            "Epoch: [71][280/663]\tTime 0.278 (0.938)\tData 0.000 (0.650)\tLoss 1.7098 (1.7516)\tPrec@1 27.344 (27.526)\tPrec@5 93.359 (91.391)\n",
            "Epoch: [71][290/663]\tTime 0.282 (0.942)\tData 0.005 (0.654)\tLoss 1.6758 (1.7515)\tPrec@1 29.688 (27.544)\tPrec@5 95.312 (91.402)\n",
            "Epoch: [71][300/663]\tTime 0.300 (0.948)\tData 0.000 (0.659)\tLoss 1.7551 (1.7519)\tPrec@1 29.688 (27.511)\tPrec@5 90.234 (91.393)\n",
            "Epoch: [71][310/663]\tTime 0.286 (0.935)\tData 0.000 (0.646)\tLoss 1.7138 (1.7517)\tPrec@1 31.250 (27.521)\tPrec@5 90.625 (91.402)\n",
            "Epoch: [71][320/663]\tTime 0.275 (0.939)\tData 0.000 (0.650)\tLoss 1.7041 (1.7510)\tPrec@1 30.078 (27.524)\tPrec@5 92.188 (91.420)\n",
            "Epoch: [71][330/663]\tTime 0.295 (0.940)\tData 0.000 (0.651)\tLoss 1.7205 (1.7508)\tPrec@1 29.688 (27.551)\tPrec@5 93.750 (91.430)\n",
            "Epoch: [71][340/663]\tTime 0.297 (0.932)\tData 0.001 (0.643)\tLoss 1.7621 (1.7507)\tPrec@1 26.562 (27.555)\tPrec@5 89.062 (91.438)\n",
            "Epoch: [71][350/663]\tTime 0.348 (0.934)\tData 0.001 (0.645)\tLoss 1.7198 (1.7504)\tPrec@1 26.953 (27.573)\tPrec@5 92.188 (91.435)\n",
            "Epoch: [71][360/663]\tTime 0.278 (0.936)\tData 0.002 (0.647)\tLoss 1.8188 (1.7508)\tPrec@1 26.172 (27.532)\tPrec@5 91.016 (91.443)\n",
            "Epoch: [71][370/663]\tTime 0.271 (0.928)\tData 0.000 (0.638)\tLoss 1.7417 (1.7510)\tPrec@1 25.391 (27.485)\tPrec@5 91.797 (91.462)\n",
            "Epoch: [71][380/663]\tTime 0.287 (0.929)\tData 0.000 (0.639)\tLoss 1.7433 (1.7514)\tPrec@1 26.172 (27.460)\tPrec@5 91.406 (91.445)\n",
            "Epoch: [71][390/663]\tTime 0.270 (0.932)\tData 0.005 (0.642)\tLoss 1.7149 (1.7514)\tPrec@1 28.516 (27.468)\tPrec@5 94.531 (91.444)\n",
            "Epoch: [71][400/663]\tTime 0.281 (0.926)\tData 0.001 (0.636)\tLoss 1.6623 (1.7511)\tPrec@1 26.953 (27.469)\tPrec@5 94.922 (91.455)\n",
            "Epoch: [71][410/663]\tTime 0.268 (0.929)\tData 0.000 (0.639)\tLoss 1.7599 (1.7513)\tPrec@1 22.656 (27.450)\tPrec@5 91.797 (91.467)\n",
            "Epoch: [71][420/663]\tTime 0.326 (0.931)\tData 0.000 (0.641)\tLoss 1.7140 (1.7510)\tPrec@1 33.203 (27.461)\tPrec@5 94.531 (91.480)\n",
            "Epoch: [71][430/663]\tTime 0.280 (0.924)\tData 0.000 (0.634)\tLoss 1.8098 (1.7509)\tPrec@1 25.391 (27.457)\tPrec@5 88.672 (91.481)\n",
            "Epoch: [71][440/663]\tTime 0.264 (0.926)\tData 0.000 (0.636)\tLoss 1.7327 (1.7507)\tPrec@1 28.125 (27.457)\tPrec@5 92.188 (91.493)\n",
            "Epoch: [71][450/663]\tTime 0.294 (0.929)\tData 0.000 (0.639)\tLoss 1.7862 (1.7510)\tPrec@1 30.469 (27.469)\tPrec@5 89.062 (91.482)\n",
            "Epoch: [71][460/663]\tTime 0.303 (0.922)\tData 0.000 (0.633)\tLoss 1.8182 (1.7512)\tPrec@1 29.297 (27.455)\tPrec@5 86.719 (91.477)\n",
            "Epoch: [71][470/663]\tTime 0.270 (0.924)\tData 0.000 (0.634)\tLoss 1.6791 (1.7514)\tPrec@1 33.203 (27.441)\tPrec@5 93.750 (91.464)\n",
            "Epoch: [71][480/663]\tTime 0.363 (0.927)\tData 0.000 (0.637)\tLoss 1.6992 (1.7515)\tPrec@1 26.172 (27.420)\tPrec@5 93.359 (91.456)\n",
            "Epoch: [71][490/663]\tTime 0.268 (0.921)\tData 0.005 (0.631)\tLoss 1.8092 (1.7515)\tPrec@1 27.344 (27.407)\tPrec@5 89.453 (91.456)\n",
            "Epoch: [71][500/663]\tTime 0.282 (0.924)\tData 0.006 (0.634)\tLoss 1.7979 (1.7518)\tPrec@1 25.000 (27.394)\tPrec@5 89.062 (91.450)\n",
            "Epoch: [71][510/663]\tTime 0.358 (0.925)\tData 0.000 (0.635)\tLoss 1.7033 (1.7518)\tPrec@1 27.734 (27.379)\tPrec@5 92.188 (91.450)\n",
            "Epoch: [71][520/663]\tTime 0.359 (0.920)\tData 0.000 (0.629)\tLoss 1.7729 (1.7518)\tPrec@1 28.906 (27.398)\tPrec@5 90.234 (91.447)\n",
            "Epoch: [71][530/663]\tTime 0.272 (0.921)\tData 0.000 (0.631)\tLoss 1.7640 (1.7521)\tPrec@1 26.562 (27.395)\tPrec@5 90.234 (91.445)\n",
            "Epoch: [71][540/663]\tTime 0.261 (0.922)\tData 0.000 (0.632)\tLoss 1.6783 (1.7516)\tPrec@1 26.953 (27.408)\tPrec@5 94.141 (91.465)\n",
            "Epoch: [71][550/663]\tTime 0.275 (0.918)\tData 0.000 (0.628)\tLoss 1.7790 (1.7519)\tPrec@1 25.000 (27.407)\tPrec@5 90.625 (91.442)\n",
            "Epoch: [71][560/663]\tTime 0.265 (0.918)\tData 0.000 (0.627)\tLoss 1.7789 (1.7523)\tPrec@1 23.047 (27.416)\tPrec@5 90.625 (91.422)\n",
            "Epoch: [71][570/663]\tTime 0.414 (0.918)\tData 0.003 (0.628)\tLoss 1.7605 (1.7522)\tPrec@1 25.391 (27.418)\tPrec@5 91.797 (91.429)\n",
            "Epoch: [71][580/663]\tTime 0.273 (0.914)\tData 0.000 (0.624)\tLoss 1.7477 (1.7521)\tPrec@1 27.734 (27.424)\tPrec@5 92.578 (91.438)\n",
            "Epoch: [71][590/663]\tTime 0.274 (0.916)\tData 0.002 (0.626)\tLoss 1.7265 (1.7522)\tPrec@1 29.688 (27.436)\tPrec@5 91.406 (91.433)\n",
            "Epoch: [71][600/663]\tTime 0.285 (0.917)\tData 0.000 (0.626)\tLoss 1.7929 (1.7522)\tPrec@1 27.734 (27.446)\tPrec@5 89.062 (91.427)\n",
            "Epoch: [71][610/663]\tTime 0.281 (0.912)\tData 0.000 (0.622)\tLoss 1.7385 (1.7525)\tPrec@1 26.562 (27.428)\tPrec@5 91.797 (91.422)\n",
            "Epoch: [71][620/663]\tTime 0.269 (0.914)\tData 0.000 (0.623)\tLoss 1.7455 (1.7524)\tPrec@1 28.516 (27.447)\tPrec@5 91.797 (91.423)\n",
            "Epoch: [71][630/663]\tTime 0.294 (0.914)\tData 0.000 (0.624)\tLoss 1.7628 (1.7525)\tPrec@1 23.438 (27.435)\tPrec@5 93.750 (91.429)\n",
            "Epoch: [71][640/663]\tTime 0.299 (0.911)\tData 0.001 (0.620)\tLoss 1.7543 (1.7524)\tPrec@1 29.688 (27.414)\tPrec@5 88.281 (91.432)\n",
            "Epoch: [71][650/663]\tTime 0.277 (0.912)\tData 0.009 (0.621)\tLoss 1.8044 (1.7526)\tPrec@1 25.781 (27.419)\tPrec@5 87.891 (91.422)\n",
            "Epoch: [71][660/663]\tTime 0.263 (0.905)\tData 0.000 (0.615)\tLoss 1.7633 (1.7527)\tPrec@1 26.562 (27.409)\tPrec@5 90.625 (91.410)\n",
            "Test: [0/166]\tTime 6.142 (6.142)\tLoss 2.1687 (2.1687)\tPrec@1 18.750 (18.750)\tPrec@5 72.266 (72.266)\n",
            "Test: [10/166]\tTime 0.343 (1.122)\tLoss 14.4329 (4.3245)\tPrec@1 0.000 (15.234)\tPrec@5 0.000 (59.659)\n",
            "Test: [20/166]\tTime 0.339 (1.075)\tLoss 14.0977 (9.0058)\tPrec@1 0.000 (7.980)\tPrec@5 0.000 (31.250)\n",
            "Test: [30/166]\tTime 3.775 (1.058)\tLoss 3.9277 (10.3212)\tPrec@1 11.328 (5.771)\tPrec@5 73.828 (23.551)\n",
            "Test: [40/166]\tTime 0.341 (0.982)\tLoss 2.1314 (8.3204)\tPrec@1 13.672 (7.908)\tPrec@5 87.891 (38.977)\n",
            "Test: [50/166]\tTime 0.313 (0.990)\tLoss 2.3014 (7.1212)\tPrec@1 10.156 (8.494)\tPrec@5 84.375 (48.200)\n",
            "Test: [60/166]\tTime 2.914 (0.962)\tLoss 2.1991 (6.3158)\tPrec@1 14.844 (9.061)\tPrec@5 89.844 (54.540)\n",
            "Test: [70/166]\tTime 0.342 (0.921)\tLoss 1.7142 (5.6935)\tPrec@1 12.891 (9.903)\tPrec@5 96.875 (60.041)\n",
            "Test: [80/166]\tTime 0.475 (0.922)\tLoss 1.6361 (5.1970)\tPrec@1 19.141 (10.701)\tPrec@5 98.047 (64.800)\n",
            "Test: [90/166]\tTime 3.150 (0.931)\tLoss 1.6010 (4.8069)\tPrec@1 15.234 (11.341)\tPrec@5 99.219 (68.544)\n",
            "Test: [100/166]\tTime 0.321 (0.913)\tLoss 1.6321 (4.4961)\tPrec@1 18.359 (11.850)\tPrec@5 98.438 (71.527)\n",
            "Test: [110/166]\tTime 0.493 (0.921)\tLoss 1.4668 (4.2284)\tPrec@1 51.953 (14.390)\tPrec@5 100.000 (74.032)\n",
            "Test: [120/166]\tTime 3.564 (0.929)\tLoss 1.2478 (3.9875)\tPrec@1 71.875 (18.643)\tPrec@5 100.000 (76.162)\n",
            "Test: [130/166]\tTime 0.318 (0.916)\tLoss 1.2971 (3.7858)\tPrec@1 67.969 (22.054)\tPrec@5 100.000 (77.961)\n",
            "Test: [140/166]\tTime 1.036 (0.922)\tLoss 1.6781 (3.6272)\tPrec@1 3.906 (22.867)\tPrec@5 99.219 (79.446)\n",
            "Test: [150/166]\tTime 3.320 (0.926)\tLoss 1.7112 (3.5006)\tPrec@1 3.125 (21.619)\tPrec@5 98.828 (80.709)\n",
            "Test: [160/166]\tTime 0.286 (0.912)\tLoss 1.8477 (3.3955)\tPrec@1 35.547 (21.717)\tPrec@5 91.016 (81.432)\n",
            " * Prec@1 21.530 Prec@5 80.974\n",
            "Epoch: [72][0/663]\tTime 7.037 (7.037)\tData 6.691 (6.691)\tLoss 1.7713 (1.7713)\tPrec@1 26.172 (26.172)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [72][10/663]\tTime 0.288 (1.241)\tData 0.000 (0.954)\tLoss 1.7079 (1.7511)\tPrec@1 26.172 (25.852)\tPrec@5 92.969 (92.010)\n",
            "Epoch: [72][20/663]\tTime 0.277 (1.159)\tData 0.000 (0.870)\tLoss 1.7054 (1.7559)\tPrec@1 28.125 (26.339)\tPrec@5 93.750 (91.276)\n",
            "Epoch: [72][30/663]\tTime 2.724 (1.110)\tData 2.392 (0.823)\tLoss 1.8110 (1.7563)\tPrec@1 24.219 (26.512)\tPrec@5 90.234 (91.494)\n",
            "Epoch: [72][40/663]\tTime 0.261 (1.038)\tData 0.000 (0.753)\tLoss 1.6958 (1.7558)\tPrec@1 31.250 (26.810)\tPrec@5 92.969 (91.502)\n",
            "Epoch: [72][50/663]\tTime 0.271 (1.006)\tData 0.000 (0.720)\tLoss 1.7688 (1.7529)\tPrec@1 30.078 (27.099)\tPrec@5 90.234 (91.659)\n",
            "Epoch: [72][60/663]\tTime 1.289 (1.007)\tData 0.979 (0.719)\tLoss 1.7316 (1.7558)\tPrec@1 24.609 (26.960)\tPrec@5 92.969 (91.502)\n",
            "Epoch: [72][70/663]\tTime 0.521 (1.007)\tData 0.000 (0.715)\tLoss 1.7597 (1.7538)\tPrec@1 22.266 (26.926)\tPrec@5 91.797 (91.571)\n",
            "Epoch: [72][80/663]\tTime 0.275 (0.969)\tData 0.003 (0.677)\tLoss 1.7269 (1.7533)\tPrec@1 25.000 (26.905)\tPrec@5 94.141 (91.676)\n",
            "Epoch: [72][90/663]\tTime 0.275 (0.976)\tData 0.000 (0.684)\tLoss 1.7018 (1.7518)\tPrec@1 28.906 (27.095)\tPrec@5 93.359 (91.647)\n",
            "Epoch: [72][100/663]\tTime 0.276 (0.983)\tData 0.000 (0.692)\tLoss 1.7841 (1.7508)\tPrec@1 24.219 (27.069)\tPrec@5 90.625 (91.665)\n",
            "Epoch: [72][110/663]\tTime 0.283 (0.955)\tData 0.000 (0.665)\tLoss 1.7168 (1.7493)\tPrec@1 33.984 (27.252)\tPrec@5 89.062 (91.674)\n",
            "Epoch: [72][120/663]\tTime 0.284 (0.959)\tData 0.000 (0.669)\tLoss 1.7546 (1.7498)\tPrec@1 27.344 (27.231)\tPrec@5 91.016 (91.606)\n",
            "Epoch: [72][130/663]\tTime 0.266 (0.964)\tData 0.001 (0.673)\tLoss 1.8762 (1.7512)\tPrec@1 23.047 (27.126)\tPrec@5 85.938 (91.558)\n",
            "Epoch: [72][140/663]\tTime 0.280 (0.944)\tData 0.000 (0.654)\tLoss 1.7799 (1.7522)\tPrec@1 30.078 (27.078)\tPrec@5 91.797 (91.528)\n",
            "Epoch: [72][150/663]\tTime 0.279 (0.949)\tData 0.000 (0.659)\tLoss 1.7772 (1.7514)\tPrec@1 24.219 (27.137)\tPrec@5 92.188 (91.585)\n",
            "Epoch: [72][160/663]\tTime 0.276 (0.949)\tData 0.000 (0.658)\tLoss 1.7411 (1.7516)\tPrec@1 29.688 (27.152)\tPrec@5 92.969 (91.574)\n",
            "Epoch: [72][170/663]\tTime 0.280 (0.930)\tData 0.000 (0.639)\tLoss 1.8047 (1.7523)\tPrec@1 31.641 (27.140)\tPrec@5 85.938 (91.555)\n",
            "Epoch: [72][180/663]\tTime 0.272 (0.933)\tData 0.000 (0.643)\tLoss 1.6981 (1.7530)\tPrec@1 31.641 (27.074)\tPrec@5 92.969 (91.553)\n",
            "Epoch: [72][190/663]\tTime 0.260 (0.936)\tData 0.002 (0.645)\tLoss 1.7655 (1.7532)\tPrec@1 28.906 (27.086)\tPrec@5 91.797 (91.564)\n",
            "Epoch: [72][200/663]\tTime 0.323 (0.921)\tData 0.000 (0.630)\tLoss 1.7350 (1.7529)\tPrec@1 31.250 (27.169)\tPrec@5 91.406 (91.589)\n",
            "Epoch: [72][210/663]\tTime 0.331 (0.925)\tData 0.000 (0.633)\tLoss 1.7751 (1.7540)\tPrec@1 30.469 (27.162)\tPrec@5 91.797 (91.582)\n",
            "Epoch: [72][220/663]\tTime 0.267 (0.925)\tData 0.000 (0.633)\tLoss 1.7694 (1.7545)\tPrec@1 26.953 (27.160)\tPrec@5 88.281 (91.560)\n",
            "Epoch: [72][230/663]\tTime 0.272 (0.913)\tData 0.001 (0.620)\tLoss 1.6748 (1.7540)\tPrec@1 29.688 (27.137)\tPrec@5 94.531 (91.552)\n",
            "Epoch: [72][240/663]\tTime 0.489 (0.913)\tData 0.000 (0.618)\tLoss 1.7313 (1.7531)\tPrec@1 25.000 (27.170)\tPrec@5 94.141 (91.589)\n",
            "Epoch: [72][250/663]\tTime 0.327 (0.915)\tData 0.000 (0.619)\tLoss 1.7781 (1.7525)\tPrec@1 25.781 (27.227)\tPrec@5 91.406 (91.596)\n",
            "Epoch: [72][260/663]\tTime 0.346 (0.903)\tData 0.000 (0.606)\tLoss 1.7436 (1.7525)\tPrec@1 25.391 (27.258)\tPrec@5 92.969 (91.601)\n",
            "Epoch: [72][270/663]\tTime 0.263 (0.906)\tData 0.000 (0.609)\tLoss 1.7269 (1.7522)\tPrec@1 30.078 (27.311)\tPrec@5 91.406 (91.609)\n",
            "Epoch: [72][280/663]\tTime 0.275 (0.908)\tData 0.002 (0.611)\tLoss 1.7588 (1.7520)\tPrec@1 30.859 (27.338)\tPrec@5 91.797 (91.613)\n",
            "Epoch: [72][290/663]\tTime 0.284 (0.900)\tData 0.000 (0.603)\tLoss 1.7476 (1.7520)\tPrec@1 23.438 (27.308)\tPrec@5 90.234 (91.624)\n",
            "Epoch: [72][300/663]\tTime 0.287 (0.902)\tData 0.000 (0.604)\tLoss 1.7632 (1.7527)\tPrec@1 29.688 (27.281)\tPrec@5 90.625 (91.615)\n",
            "Epoch: [72][310/663]\tTime 0.271 (0.905)\tData 0.000 (0.607)\tLoss 1.7005 (1.7525)\tPrec@1 29.297 (27.250)\tPrec@5 92.578 (91.588)\n",
            "Epoch: [72][320/663]\tTime 0.284 (0.897)\tData 0.002 (0.599)\tLoss 1.7472 (1.7518)\tPrec@1 23.828 (27.239)\tPrec@5 94.531 (91.620)\n",
            "Epoch: [72][330/663]\tTime 0.357 (0.899)\tData 0.000 (0.601)\tLoss 1.7784 (1.7522)\tPrec@1 26.562 (27.216)\tPrec@5 90.234 (91.619)\n",
            "Epoch: [72][340/663]\tTime 0.260 (0.900)\tData 0.000 (0.602)\tLoss 1.7747 (1.7523)\tPrec@1 25.781 (27.225)\tPrec@5 92.188 (91.620)\n",
            "Epoch: [72][350/663]\tTime 0.308 (0.892)\tData 0.000 (0.594)\tLoss 1.7794 (1.7516)\tPrec@1 26.562 (27.255)\tPrec@5 93.359 (91.634)\n",
            "Epoch: [72][360/663]\tTime 0.270 (0.895)\tData 0.000 (0.597)\tLoss 1.7245 (1.7515)\tPrec@1 30.469 (27.281)\tPrec@5 90.234 (91.627)\n",
            "Epoch: [72][370/663]\tTime 0.266 (0.898)\tData 0.001 (0.600)\tLoss 1.7227 (1.7514)\tPrec@1 24.609 (27.252)\tPrec@5 91.406 (91.626)\n",
            "Epoch: [72][380/663]\tTime 0.271 (0.892)\tData 0.000 (0.593)\tLoss 1.6951 (1.7510)\tPrec@1 30.859 (27.261)\tPrec@5 92.969 (91.644)\n",
            "Epoch: [72][390/663]\tTime 0.508 (0.893)\tData 0.004 (0.594)\tLoss 1.7378 (1.7509)\tPrec@1 31.250 (27.284)\tPrec@5 91.406 (91.633)\n",
            "Epoch: [72][400/663]\tTime 0.266 (0.895)\tData 0.000 (0.596)\tLoss 1.7398 (1.7517)\tPrec@1 24.609 (27.254)\tPrec@5 90.625 (91.606)\n",
            "Epoch: [72][410/663]\tTime 0.272 (0.889)\tData 0.000 (0.590)\tLoss 1.7404 (1.7517)\tPrec@1 26.953 (27.248)\tPrec@5 93.359 (91.629)\n",
            "Epoch: [72][420/663]\tTime 0.292 (0.890)\tData 0.000 (0.591)\tLoss 1.7750 (1.7519)\tPrec@1 30.078 (27.234)\tPrec@5 89.844 (91.618)\n",
            "Epoch: [72][430/663]\tTime 0.361 (0.893)\tData 0.000 (0.593)\tLoss 1.7669 (1.7526)\tPrec@1 26.172 (27.253)\tPrec@5 91.016 (91.588)\n",
            "Epoch: [72][440/663]\tTime 0.280 (0.887)\tData 0.000 (0.588)\tLoss 1.6836 (1.7526)\tPrec@1 31.641 (27.234)\tPrec@5 92.188 (91.583)\n",
            "Epoch: [72][450/663]\tTime 0.323 (0.888)\tData 0.000 (0.589)\tLoss 1.7289 (1.7528)\tPrec@1 30.859 (27.270)\tPrec@5 91.797 (91.578)\n",
            "Epoch: [72][460/663]\tTime 0.324 (0.891)\tData 0.000 (0.591)\tLoss 1.8185 (1.7524)\tPrec@1 26.953 (27.259)\tPrec@5 91.016 (91.598)\n",
            "Epoch: [72][470/663]\tTime 0.272 (0.885)\tData 0.000 (0.585)\tLoss 1.7563 (1.7531)\tPrec@1 29.297 (27.235)\tPrec@5 90.625 (91.583)\n",
            "Epoch: [72][480/663]\tTime 0.270 (0.887)\tData 0.000 (0.588)\tLoss 1.7847 (1.7528)\tPrec@1 20.703 (27.226)\tPrec@5 90.625 (91.599)\n",
            "Epoch: [72][490/663]\tTime 0.366 (0.889)\tData 0.001 (0.589)\tLoss 1.7558 (1.7526)\tPrec@1 26.953 (27.244)\tPrec@5 94.141 (91.597)\n",
            "Epoch: [72][500/663]\tTime 0.366 (0.884)\tData 0.002 (0.584)\tLoss 1.8143 (1.7529)\tPrec@1 22.656 (27.253)\tPrec@5 91.016 (91.584)\n",
            "Epoch: [72][510/663]\tTime 0.289 (0.887)\tData 0.000 (0.587)\tLoss 1.7612 (1.7528)\tPrec@1 30.859 (27.267)\tPrec@5 91.016 (91.592)\n",
            "Epoch: [72][520/663]\tTime 0.365 (0.890)\tData 0.000 (0.590)\tLoss 1.7858 (1.7525)\tPrec@1 24.609 (27.290)\tPrec@5 89.453 (91.596)\n",
            "Epoch: [72][530/663]\tTime 0.382 (0.885)\tData 0.000 (0.585)\tLoss 1.8199 (1.7531)\tPrec@1 25.000 (27.269)\tPrec@5 90.234 (91.575)\n",
            "Epoch: [72][540/663]\tTime 0.289 (0.888)\tData 0.000 (0.588)\tLoss 1.7761 (1.7531)\tPrec@1 27.734 (27.276)\tPrec@5 91.406 (91.580)\n",
            "Epoch: [72][550/663]\tTime 0.267 (0.889)\tData 0.000 (0.589)\tLoss 1.8117 (1.7534)\tPrec@1 25.391 (27.265)\tPrec@5 89.844 (91.566)\n",
            "Epoch: [72][560/663]\tTime 0.271 (0.884)\tData 0.003 (0.584)\tLoss 1.7100 (1.7534)\tPrec@1 23.438 (27.262)\tPrec@5 94.531 (91.566)\n",
            "Epoch: [72][570/663]\tTime 0.303 (0.887)\tData 0.000 (0.587)\tLoss 1.7091 (1.7532)\tPrec@1 32.422 (27.280)\tPrec@5 93.750 (91.572)\n",
            "Epoch: [72][580/663]\tTime 0.271 (0.888)\tData 0.000 (0.588)\tLoss 1.7848 (1.7534)\tPrec@1 29.297 (27.265)\tPrec@5 90.234 (91.566)\n",
            "Epoch: [72][590/663]\tTime 0.312 (0.883)\tData 0.000 (0.583)\tLoss 1.8076 (1.7534)\tPrec@1 28.906 (27.258)\tPrec@5 90.234 (91.568)\n",
            "Epoch: [72][600/663]\tTime 0.269 (0.885)\tData 0.000 (0.586)\tLoss 1.7331 (1.7532)\tPrec@1 28.906 (27.268)\tPrec@5 90.234 (91.568)\n",
            "Epoch: [72][610/663]\tTime 0.293 (0.886)\tData 0.002 (0.586)\tLoss 1.7180 (1.7532)\tPrec@1 31.250 (27.266)\tPrec@5 91.797 (91.562)\n",
            "Epoch: [72][620/663]\tTime 0.292 (0.882)\tData 0.000 (0.582)\tLoss 1.7449 (1.7531)\tPrec@1 25.781 (27.243)\tPrec@5 91.406 (91.557)\n",
            "Epoch: [72][630/663]\tTime 0.280 (0.883)\tData 0.002 (0.584)\tLoss 1.7490 (1.7528)\tPrec@1 30.859 (27.263)\tPrec@5 91.406 (91.565)\n",
            "Epoch: [72][640/663]\tTime 0.260 (0.884)\tData 0.000 (0.585)\tLoss 1.8650 (1.7534)\tPrec@1 20.703 (27.224)\tPrec@5 87.500 (91.543)\n",
            "Epoch: [72][650/663]\tTime 0.280 (0.880)\tData 0.003 (0.581)\tLoss 1.7731 (1.7533)\tPrec@1 24.609 (27.246)\tPrec@5 92.578 (91.544)\n",
            "Epoch: [72][660/663]\tTime 0.271 (0.876)\tData 0.000 (0.577)\tLoss 1.7817 (1.7537)\tPrec@1 30.078 (27.227)\tPrec@5 88.281 (91.530)\n",
            "Test: [0/166]\tTime 5.392 (5.392)\tLoss 2.1764 (2.1764)\tPrec@1 16.797 (16.797)\tPrec@5 71.875 (71.875)\n",
            "Test: [10/166]\tTime 0.332 (1.045)\tLoss 14.5528 (4.3507)\tPrec@1 0.000 (13.956)\tPrec@5 0.000 (59.979)\n",
            "Test: [20/166]\tTime 0.328 (0.988)\tLoss 14.2012 (9.0715)\tPrec@1 0.000 (7.310)\tPrec@5 0.000 (31.417)\n",
            "Test: [30/166]\tTime 2.823 (0.952)\tLoss 3.8946 (10.3960)\tPrec@1 14.844 (5.431)\tPrec@5 72.656 (23.627)\n",
            "Test: [40/166]\tTime 0.348 (0.894)\tLoss 2.0812 (8.3647)\tPrec@1 16.016 (8.746)\tPrec@5 85.938 (38.720)\n",
            "Test: [50/166]\tTime 0.757 (0.925)\tLoss 2.2566 (7.1478)\tPrec@1 12.891 (9.835)\tPrec@5 83.984 (47.809)\n",
            "Test: [60/166]\tTime 3.576 (0.942)\tLoss 2.1451 (6.3301)\tPrec@1 19.531 (10.816)\tPrec@5 89.453 (54.079)\n",
            "Test: [70/166]\tTime 0.325 (0.910)\tLoss 1.7457 (5.7055)\tPrec@1 14.453 (11.664)\tPrec@5 96.094 (59.540)\n",
            "Test: [80/166]\tTime 0.317 (0.924)\tLoss 1.6653 (5.2113)\tPrec@1 21.875 (12.452)\tPrec@5 98.047 (64.318)\n",
            "Test: [90/166]\tTime 3.129 (0.923)\tLoss 1.6314 (4.8231)\tPrec@1 19.141 (13.002)\tPrec@5 98.047 (68.072)\n",
            "Test: [100/166]\tTime 0.341 (0.894)\tLoss 1.6654 (4.5138)\tPrec@1 19.141 (13.513)\tPrec@5 98.438 (71.063)\n",
            "Test: [110/166]\tTime 0.323 (0.903)\tLoss 1.5959 (4.2513)\tPrec@1 36.328 (15.122)\tPrec@5 99.609 (73.592)\n",
            "Test: [120/166]\tTime 3.875 (0.909)\tLoss 1.3437 (4.0171)\tPrec@1 55.078 (18.069)\tPrec@5 99.609 (75.746)\n",
            "Test: [130/166]\tTime 0.321 (0.893)\tLoss 1.3893 (3.8207)\tPrec@1 53.125 (20.441)\tPrec@5 99.609 (77.558)\n",
            "Test: [140/166]\tTime 0.324 (0.901)\tLoss 1.5600 (3.6592)\tPrec@1 21.875 (21.354)\tPrec@5 99.609 (79.108)\n",
            "Test: [150/166]\tTime 3.686 (0.907)\tLoss 1.5898 (3.5230)\tPrec@1 16.406 (21.223)\tPrec@5 100.000 (80.440)\n",
            "Test: [160/166]\tTime 0.283 (0.887)\tLoss 1.8755 (3.4153)\tPrec@1 32.422 (21.492)\tPrec@5 88.672 (81.146)\n",
            " * Prec@1 21.282 Prec@5 80.721\n",
            "Epoch: [73][0/663]\tTime 5.966 (5.966)\tData 5.649 (5.649)\tLoss 1.7902 (1.7902)\tPrec@1 26.953 (26.953)\tPrec@5 92.188 (92.188)\n",
            "Epoch: [73][10/663]\tTime 0.275 (1.194)\tData 0.000 (0.904)\tLoss 1.7094 (1.7685)\tPrec@1 28.516 (27.450)\tPrec@5 91.406 (91.726)\n",
            "Epoch: [73][20/663]\tTime 0.274 (1.127)\tData 0.000 (0.838)\tLoss 1.7152 (1.7532)\tPrec@1 32.812 (28.162)\tPrec@5 92.578 (91.964)\n",
            "Epoch: [73][30/663]\tTime 3.859 (1.103)\tData 3.520 (0.816)\tLoss 1.7183 (1.7519)\tPrec@1 28.125 (28.352)\tPrec@5 93.359 (91.872)\n",
            "Epoch: [73][40/663]\tTime 0.285 (0.998)\tData 0.000 (0.711)\tLoss 1.7993 (1.7513)\tPrec@1 26.562 (28.115)\tPrec@5 91.016 (91.864)\n",
            "Epoch: [73][50/663]\tTime 0.266 (1.007)\tData 0.000 (0.721)\tLoss 1.8625 (1.7522)\tPrec@1 25.391 (27.895)\tPrec@5 86.719 (91.697)\n",
            "Epoch: [73][60/663]\tTime 3.948 (1.007)\tData 3.606 (0.721)\tLoss 1.7297 (1.7505)\tPrec@1 24.609 (27.747)\tPrec@5 91.797 (91.682)\n",
            "Epoch: [73][70/663]\tTime 0.276 (0.955)\tData 0.000 (0.670)\tLoss 1.7968 (1.7509)\tPrec@1 30.859 (27.707)\tPrec@5 90.234 (91.593)\n",
            "Epoch: [73][80/663]\tTime 0.290 (0.959)\tData 0.000 (0.673)\tLoss 1.7861 (1.7513)\tPrec@1 24.219 (27.633)\tPrec@5 91.406 (91.599)\n",
            "Epoch: [73][90/663]\tTime 3.872 (0.962)\tData 3.506 (0.677)\tLoss 1.7364 (1.7514)\tPrec@1 27.734 (27.593)\tPrec@5 91.406 (91.587)\n",
            "Epoch: [73][100/663]\tTime 0.295 (0.934)\tData 0.005 (0.648)\tLoss 1.6896 (1.7501)\tPrec@1 35.156 (27.614)\tPrec@5 91.016 (91.623)\n",
            "Epoch: [73][110/663]\tTime 0.265 (0.944)\tData 0.000 (0.657)\tLoss 1.7496 (1.7503)\tPrec@1 26.172 (27.551)\tPrec@5 91.016 (91.656)\n",
            "Epoch: [73][120/663]\tTime 0.691 (0.932)\tData 0.406 (0.646)\tLoss 1.7107 (1.7512)\tPrec@1 29.688 (27.505)\tPrec@5 93.750 (91.619)\n",
            "Epoch: [73][130/663]\tTime 0.279 (0.928)\tData 0.000 (0.642)\tLoss 1.7931 (1.7532)\tPrec@1 29.297 (27.535)\tPrec@5 90.625 (91.517)\n",
            "Epoch: [73][140/663]\tTime 0.274 (0.935)\tData 0.000 (0.649)\tLoss 1.7315 (1.7525)\tPrec@1 28.125 (27.662)\tPrec@5 90.234 (91.498)\n",
            "Epoch: [73][150/663]\tTime 0.277 (0.926)\tData 0.000 (0.637)\tLoss 1.8190 (1.7537)\tPrec@1 26.172 (27.561)\tPrec@5 91.406 (91.461)\n",
            "Epoch: [73][160/663]\tTime 0.291 (0.923)\tData 0.000 (0.634)\tLoss 1.7329 (1.7535)\tPrec@1 28.125 (27.438)\tPrec@5 92.188 (91.469)\n",
            "Epoch: [73][170/663]\tTime 0.263 (0.929)\tData 0.000 (0.639)\tLoss 1.7566 (1.7545)\tPrec@1 28.125 (27.417)\tPrec@5 91.797 (91.475)\n",
            "Epoch: [73][180/663]\tTime 0.276 (0.919)\tData 0.000 (0.629)\tLoss 1.7236 (1.7542)\tPrec@1 29.297 (27.370)\tPrec@5 92.578 (91.477)\n",
            "Epoch: [73][190/663]\tTime 0.282 (0.920)\tData 0.000 (0.630)\tLoss 1.7734 (1.7540)\tPrec@1 21.875 (27.336)\tPrec@5 92.969 (91.502)\n",
            "Epoch: [73][200/663]\tTime 0.279 (0.921)\tData 0.000 (0.631)\tLoss 1.7597 (1.7524)\tPrec@1 23.828 (27.352)\tPrec@5 90.234 (91.589)\n",
            "Epoch: [73][210/663]\tTime 0.278 (0.908)\tData 0.004 (0.617)\tLoss 1.8061 (1.7526)\tPrec@1 26.953 (27.422)\tPrec@5 88.281 (91.599)\n",
            "Epoch: [73][220/663]\tTime 0.290 (0.911)\tData 0.000 (0.619)\tLoss 1.7597 (1.7527)\tPrec@1 26.953 (27.395)\tPrec@5 91.406 (91.613)\n",
            "Epoch: [73][230/663]\tTime 0.269 (0.911)\tData 0.000 (0.620)\tLoss 1.7145 (1.7527)\tPrec@1 25.781 (27.354)\tPrec@5 92.969 (91.604)\n",
            "Epoch: [73][240/663]\tTime 0.291 (0.899)\tData 0.000 (0.608)\tLoss 1.7347 (1.7525)\tPrec@1 30.078 (27.383)\tPrec@5 91.797 (91.594)\n",
            "Epoch: [73][250/663]\tTime 0.288 (0.902)\tData 0.000 (0.611)\tLoss 1.7921 (1.7529)\tPrec@1 20.312 (27.345)\tPrec@5 88.672 (91.554)\n",
            "Epoch: [73][260/663]\tTime 0.291 (0.906)\tData 0.000 (0.614)\tLoss 1.7566 (1.7536)\tPrec@1 24.609 (27.329)\tPrec@5 90.625 (91.498)\n",
            "Epoch: [73][270/663]\tTime 0.291 (0.894)\tData 0.000 (0.602)\tLoss 1.7825 (1.7541)\tPrec@1 28.906 (27.313)\tPrec@5 90.234 (91.487)\n",
            "Epoch: [73][280/663]\tTime 0.289 (0.900)\tData 0.000 (0.607)\tLoss 1.7518 (1.7539)\tPrec@1 25.391 (27.306)\tPrec@5 91.797 (91.487)\n",
            "Epoch: [73][290/663]\tTime 0.276 (0.903)\tData 0.000 (0.610)\tLoss 1.8479 (1.7545)\tPrec@1 25.000 (27.254)\tPrec@5 89.453 (91.480)\n",
            "Epoch: [73][300/663]\tTime 0.277 (0.894)\tData 0.000 (0.602)\tLoss 1.6606 (1.7547)\tPrec@1 28.906 (27.241)\tPrec@5 92.578 (91.484)\n",
            "Epoch: [73][310/663]\tTime 0.271 (0.897)\tData 0.000 (0.604)\tLoss 1.7880 (1.7551)\tPrec@1 25.000 (27.236)\tPrec@5 89.844 (91.468)\n",
            "Epoch: [73][320/663]\tTime 0.266 (0.900)\tData 0.000 (0.608)\tLoss 1.8015 (1.7555)\tPrec@1 22.266 (27.193)\tPrec@5 88.672 (91.449)\n",
            "Epoch: [73][330/663]\tTime 0.302 (0.892)\tData 0.000 (0.599)\tLoss 1.7953 (1.7558)\tPrec@1 28.906 (27.208)\tPrec@5 88.281 (91.416)\n",
            "Epoch: [73][340/663]\tTime 0.277 (0.895)\tData 0.000 (0.601)\tLoss 1.8341 (1.7559)\tPrec@1 27.344 (27.226)\tPrec@5 89.844 (91.421)\n",
            "Epoch: [73][350/663]\tTime 0.289 (0.897)\tData 0.000 (0.604)\tLoss 1.7443 (1.7557)\tPrec@1 31.641 (27.242)\tPrec@5 93.750 (91.417)\n",
            "Epoch: [73][360/663]\tTime 0.278 (0.890)\tData 0.000 (0.597)\tLoss 1.7785 (1.7569)\tPrec@1 25.000 (27.196)\tPrec@5 91.797 (91.378)\n",
            "Epoch: [73][370/663]\tTime 0.271 (0.890)\tData 0.000 (0.597)\tLoss 1.7081 (1.7569)\tPrec@1 28.516 (27.163)\tPrec@5 90.234 (91.394)\n",
            "Epoch: [73][380/663]\tTime 0.283 (0.891)\tData 0.001 (0.598)\tLoss 1.7855 (1.7570)\tPrec@1 28.516 (27.159)\tPrec@5 90.234 (91.382)\n",
            "Epoch: [73][390/663]\tTime 0.277 (0.884)\tData 0.000 (0.591)\tLoss 1.6917 (1.7571)\tPrec@1 30.078 (27.147)\tPrec@5 91.406 (91.366)\n",
            "Epoch: [73][400/663]\tTime 0.264 (0.887)\tData 0.000 (0.593)\tLoss 1.7645 (1.7570)\tPrec@1 25.000 (27.163)\tPrec@5 92.188 (91.372)\n",
            "Epoch: [73][410/663]\tTime 0.264 (0.886)\tData 0.000 (0.593)\tLoss 1.7564 (1.7570)\tPrec@1 25.000 (27.144)\tPrec@5 90.234 (91.363)\n",
            "Epoch: [73][420/663]\tTime 0.404 (0.881)\tData 0.000 (0.587)\tLoss 1.7193 (1.7573)\tPrec@1 32.422 (27.136)\tPrec@5 92.578 (91.350)\n",
            "Epoch: [73][430/663]\tTime 0.280 (0.882)\tData 0.000 (0.588)\tLoss 1.6940 (1.7570)\tPrec@1 25.000 (27.129)\tPrec@5 92.578 (91.354)\n",
            "Epoch: [73][440/663]\tTime 0.264 (0.884)\tData 0.000 (0.590)\tLoss 1.7298 (1.7568)\tPrec@1 27.734 (27.116)\tPrec@5 91.406 (91.345)\n",
            "Epoch: [73][450/663]\tTime 0.266 (0.878)\tData 0.001 (0.584)\tLoss 1.7561 (1.7568)\tPrec@1 26.562 (27.120)\tPrec@5 90.625 (91.351)\n",
            "Epoch: [73][460/663]\tTime 0.289 (0.879)\tData 0.000 (0.585)\tLoss 1.7698 (1.7569)\tPrec@1 26.172 (27.116)\tPrec@5 89.062 (91.352)\n",
            "Epoch: [73][470/663]\tTime 0.265 (0.880)\tData 0.000 (0.586)\tLoss 1.7112 (1.7566)\tPrec@1 30.859 (27.125)\tPrec@5 91.016 (91.352)\n",
            "Epoch: [73][480/663]\tTime 0.280 (0.875)\tData 0.000 (0.581)\tLoss 1.7673 (1.7566)\tPrec@1 25.391 (27.101)\tPrec@5 89.844 (91.348)\n",
            "Epoch: [73][490/663]\tTime 0.280 (0.876)\tData 0.000 (0.582)\tLoss 1.7479 (1.7562)\tPrec@1 25.781 (27.110)\tPrec@5 89.453 (91.356)\n",
            "Epoch: [73][500/663]\tTime 0.288 (0.877)\tData 0.000 (0.583)\tLoss 1.8174 (1.7563)\tPrec@1 24.609 (27.108)\tPrec@5 88.672 (91.350)\n",
            "Epoch: [73][510/663]\tTime 0.289 (0.873)\tData 0.000 (0.579)\tLoss 1.7330 (1.7558)\tPrec@1 25.781 (27.110)\tPrec@5 92.969 (91.357)\n",
            "Epoch: [73][520/663]\tTime 0.345 (0.876)\tData 0.004 (0.582)\tLoss 1.8258 (1.7559)\tPrec@1 25.781 (27.109)\tPrec@5 89.062 (91.356)\n",
            "Epoch: [73][530/663]\tTime 0.289 (0.879)\tData 0.000 (0.585)\tLoss 1.7334 (1.7558)\tPrec@1 29.297 (27.100)\tPrec@5 92.969 (91.367)\n",
            "Epoch: [73][540/663]\tTime 0.294 (0.876)\tData 0.002 (0.581)\tLoss 1.7407 (1.7558)\tPrec@1 30.469 (27.127)\tPrec@5 90.625 (91.363)\n",
            "Epoch: [73][550/663]\tTime 0.269 (0.877)\tData 0.000 (0.583)\tLoss 1.7420 (1.7555)\tPrec@1 30.859 (27.159)\tPrec@5 91.406 (91.367)\n",
            "Epoch: [73][560/663]\tTime 0.269 (0.878)\tData 0.000 (0.583)\tLoss 1.8002 (1.7556)\tPrec@1 27.734 (27.156)\tPrec@5 90.625 (91.360)\n",
            "Epoch: [73][570/663]\tTime 0.273 (0.874)\tData 0.000 (0.579)\tLoss 1.7741 (1.7557)\tPrec@1 26.172 (27.155)\tPrec@5 92.969 (91.359)\n",
            "Epoch: [73][580/663]\tTime 0.259 (0.876)\tData 0.000 (0.581)\tLoss 1.7483 (1.7556)\tPrec@1 27.344 (27.140)\tPrec@5 92.969 (91.364)\n",
            "Epoch: [73][590/663]\tTime 0.317 (0.878)\tData 0.000 (0.583)\tLoss 1.7601 (1.7553)\tPrec@1 29.688 (27.140)\tPrec@5 90.234 (91.371)\n",
            "Epoch: [73][600/663]\tTime 0.275 (0.874)\tData 0.005 (0.579)\tLoss 1.6586 (1.7552)\tPrec@1 33.594 (27.151)\tPrec@5 93.359 (91.376)\n",
            "Epoch: [73][610/663]\tTime 0.278 (0.877)\tData 0.000 (0.582)\tLoss 1.7809 (1.7550)\tPrec@1 27.734 (27.133)\tPrec@5 91.016 (91.385)\n",
            "Epoch: [73][620/663]\tTime 0.274 (0.879)\tData 0.000 (0.584)\tLoss 1.6820 (1.7547)\tPrec@1 24.609 (27.149)\tPrec@5 93.359 (91.392)\n",
            "Epoch: [73][630/663]\tTime 0.290 (0.876)\tData 0.000 (0.581)\tLoss 1.8321 (1.7548)\tPrec@1 19.141 (27.129)\tPrec@5 92.188 (91.391)\n",
            "Epoch: [73][640/663]\tTime 0.269 (0.878)\tData 0.001 (0.582)\tLoss 1.7447 (1.7548)\tPrec@1 27.344 (27.124)\tPrec@5 93.750 (91.400)\n",
            "Epoch: [73][650/663]\tTime 0.317 (0.880)\tData 0.064 (0.585)\tLoss 1.7134 (1.7546)\tPrec@1 22.656 (27.121)\tPrec@5 94.922 (91.412)\n",
            "Epoch: [73][660/663]\tTime 0.285 (0.872)\tData 0.000 (0.577)\tLoss 1.7275 (1.7543)\tPrec@1 30.078 (27.108)\tPrec@5 92.578 (91.417)\n",
            "Test: [0/166]\tTime 5.172 (5.172)\tLoss 2.3889 (2.3889)\tPrec@1 14.844 (14.844)\tPrec@5 72.656 (72.656)\n",
            "Test: [10/166]\tTime 0.320 (1.148)\tLoss 14.7465 (4.5642)\tPrec@1 0.000 (12.145)\tPrec@5 0.000 (60.902)\n",
            "Test: [20/166]\tTime 0.449 (1.049)\tLoss 14.4209 (9.2770)\tPrec@1 0.000 (6.362)\tPrec@5 0.000 (31.901)\n",
            "Test: [30/166]\tTime 3.598 (1.027)\tLoss 4.0987 (10.5985)\tPrec@1 5.078 (4.473)\tPrec@5 73.828 (23.992)\n",
            "Test: [40/166]\tTime 0.346 (0.946)\tLoss 2.2768 (8.5632)\tPrec@1 7.031 (5.440)\tPrec@5 87.891 (39.253)\n",
            "Test: [50/166]\tTime 0.339 (0.964)\tLoss 2.4420 (7.3428)\tPrec@1 5.859 (5.561)\tPrec@5 84.766 (48.392)\n",
            "Test: [60/166]\tTime 3.140 (0.960)\tLoss 2.3425 (6.5240)\tPrec@1 8.984 (5.693)\tPrec@5 89.844 (54.655)\n",
            "Test: [70/166]\tTime 0.327 (0.926)\tLoss 1.5996 (5.8714)\tPrec@1 20.312 (7.092)\tPrec@5 98.047 (60.222)\n",
            "Test: [80/166]\tTime 0.336 (0.938)\tLoss 1.5428 (5.3407)\tPrec@1 22.656 (8.632)\tPrec@5 98.828 (65.046)\n",
            "Test: [90/166]\tTime 3.027 (0.938)\tLoss 1.5228 (4.9255)\tPrec@1 18.750 (9.839)\tPrec@5 99.219 (68.810)\n",
            "Test: [100/166]\tTime 0.323 (0.921)\tLoss 1.5473 (4.5937)\tPrec@1 19.922 (10.864)\tPrec@5 98.828 (71.821)\n",
            "Test: [110/166]\tTime 0.343 (0.929)\tLoss 1.3359 (4.3083)\tPrec@1 55.078 (13.781)\tPrec@5 100.000 (74.317)\n",
            "Test: [120/166]\tTime 3.146 (0.930)\tLoss 1.1636 (4.0527)\tPrec@1 72.656 (18.285)\tPrec@5 100.000 (76.433)\n",
            "Test: [130/166]\tTime 0.347 (0.916)\tLoss 1.2139 (3.8389)\tPrec@1 68.750 (21.848)\tPrec@5 100.000 (78.217)\n",
            "Test: [140/166]\tTime 0.323 (0.924)\tLoss 1.5496 (3.6686)\tPrec@1 19.531 (23.144)\tPrec@5 99.609 (79.746)\n",
            "Test: [150/166]\tTime 2.481 (0.920)\tLoss 1.5893 (3.5306)\tPrec@1 14.062 (22.881)\tPrec@5 99.609 (81.072)\n",
            "Test: [160/166]\tTime 0.292 (0.906)\tLoss 2.1197 (3.4324)\tPrec@1 10.156 (22.232)\tPrec@5 85.547 (81.667)\n",
            " * Prec@1 21.834 Prec@5 81.148\n",
            "Epoch: [74][0/663]\tTime 7.155 (7.155)\tData 6.796 (6.796)\tLoss 1.7803 (1.7803)\tPrec@1 22.656 (22.656)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [74][10/663]\tTime 0.278 (1.233)\tData 0.000 (0.950)\tLoss 1.7359 (1.7508)\tPrec@1 25.000 (26.989)\tPrec@5 91.797 (91.619)\n",
            "Epoch: [74][20/663]\tTime 0.269 (1.143)\tData 0.000 (0.859)\tLoss 1.6430 (1.7441)\tPrec@1 34.375 (27.623)\tPrec@5 94.531 (92.001)\n",
            "Epoch: [74][30/663]\tTime 4.272 (1.120)\tData 3.950 (0.836)\tLoss 1.6961 (1.7482)\tPrec@1 30.469 (27.495)\tPrec@5 92.188 (91.898)\n",
            "Epoch: [74][40/663]\tTime 0.277 (0.993)\tData 0.000 (0.712)\tLoss 1.7228 (1.7524)\tPrec@1 27.734 (27.429)\tPrec@5 92.969 (91.616)\n",
            "Epoch: [74][50/663]\tTime 0.263 (0.987)\tData 0.000 (0.706)\tLoss 1.6859 (1.7532)\tPrec@1 28.906 (27.321)\tPrec@5 92.188 (91.544)\n",
            "Epoch: [74][60/663]\tTime 3.784 (0.979)\tData 3.465 (0.698)\tLoss 1.7174 (1.7510)\tPrec@1 28.906 (27.446)\tPrec@5 92.188 (91.483)\n",
            "Epoch: [74][70/663]\tTime 0.267 (0.927)\tData 0.000 (0.647)\tLoss 1.8685 (1.7549)\tPrec@1 26.562 (27.410)\tPrec@5 87.500 (91.423)\n",
            "Epoch: [74][80/663]\tTime 0.259 (0.925)\tData 0.000 (0.646)\tLoss 1.7406 (1.7525)\tPrec@1 30.469 (27.643)\tPrec@5 92.969 (91.464)\n",
            "Epoch: [74][90/663]\tTime 3.713 (0.929)\tData 3.398 (0.650)\tLoss 1.8720 (1.7542)\tPrec@1 25.391 (27.666)\tPrec@5 90.625 (91.423)\n",
            "Epoch: [74][100/663]\tTime 0.272 (0.895)\tData 0.000 (0.616)\tLoss 1.7420 (1.7538)\tPrec@1 27.344 (27.541)\tPrec@5 91.797 (91.410)\n",
            "Epoch: [74][110/663]\tTime 0.279 (0.900)\tData 0.004 (0.620)\tLoss 1.8050 (1.7542)\tPrec@1 27.734 (27.485)\tPrec@5 90.625 (91.424)\n",
            "Epoch: [74][120/663]\tTime 3.025 (0.901)\tData 2.635 (0.619)\tLoss 1.7312 (1.7531)\tPrec@1 28.906 (27.544)\tPrec@5 92.969 (91.419)\n",
            "Epoch: [74][130/663]\tTime 0.276 (0.886)\tData 0.000 (0.604)\tLoss 1.7571 (1.7535)\tPrec@1 28.125 (27.549)\tPrec@5 89.062 (91.469)\n",
            "Epoch: [74][140/663]\tTime 0.269 (0.894)\tData 0.004 (0.612)\tLoss 1.8017 (1.7539)\tPrec@1 29.297 (27.468)\tPrec@5 91.406 (91.481)\n",
            "Epoch: [74][150/663]\tTime 1.256 (0.885)\tData 0.988 (0.601)\tLoss 1.7162 (1.7527)\tPrec@1 28.125 (27.535)\tPrec@5 93.359 (91.533)\n",
            "Epoch: [74][160/663]\tTime 0.262 (0.884)\tData 0.000 (0.600)\tLoss 1.7301 (1.7514)\tPrec@1 28.516 (27.572)\tPrec@5 92.188 (91.586)\n",
            "Epoch: [74][170/663]\tTime 0.264 (0.887)\tData 0.000 (0.603)\tLoss 1.7185 (1.7501)\tPrec@1 27.734 (27.602)\tPrec@5 92.578 (91.591)\n",
            "Epoch: [74][180/663]\tTime 0.311 (0.874)\tData 0.000 (0.590)\tLoss 1.7820 (1.7508)\tPrec@1 24.219 (27.534)\tPrec@5 90.625 (91.572)\n",
            "Epoch: [74][190/663]\tTime 0.281 (0.878)\tData 0.000 (0.593)\tLoss 1.7152 (1.7508)\tPrec@1 26.172 (27.532)\tPrec@5 92.578 (91.537)\n",
            "Epoch: [74][200/663]\tTime 0.332 (0.882)\tData 0.000 (0.596)\tLoss 1.8171 (1.7507)\tPrec@1 24.609 (27.536)\tPrec@5 89.062 (91.525)\n",
            "Epoch: [74][210/663]\tTime 0.271 (0.869)\tData 0.000 (0.583)\tLoss 1.7392 (1.7503)\tPrec@1 31.641 (27.547)\tPrec@5 91.016 (91.543)\n",
            "Epoch: [74][220/663]\tTime 0.293 (0.872)\tData 0.001 (0.585)\tLoss 1.8413 (1.7511)\tPrec@1 26.172 (27.531)\tPrec@5 89.453 (91.542)\n",
            "Epoch: [74][230/663]\tTime 0.263 (0.874)\tData 0.000 (0.586)\tLoss 1.7572 (1.7512)\tPrec@1 25.781 (27.547)\tPrec@5 90.234 (91.516)\n",
            "Epoch: [74][240/663]\tTime 0.276 (0.861)\tData 0.001 (0.573)\tLoss 1.8042 (1.7519)\tPrec@1 23.828 (27.507)\tPrec@5 89.844 (91.515)\n",
            "Epoch: [74][250/663]\tTime 0.272 (0.864)\tData 0.000 (0.575)\tLoss 1.7297 (1.7520)\tPrec@1 26.172 (27.502)\tPrec@5 93.750 (91.518)\n",
            "Epoch: [74][260/663]\tTime 0.272 (0.865)\tData 0.000 (0.576)\tLoss 1.7116 (1.7519)\tPrec@1 29.688 (27.514)\tPrec@5 91.016 (91.495)\n",
            "Epoch: [74][270/663]\tTime 0.266 (0.855)\tData 0.000 (0.566)\tLoss 1.7790 (1.7518)\tPrec@1 20.703 (27.541)\tPrec@5 91.016 (91.507)\n",
            "Epoch: [74][280/663]\tTime 0.265 (0.854)\tData 0.000 (0.566)\tLoss 1.7568 (1.7527)\tPrec@1 23.047 (27.444)\tPrec@5 92.578 (91.487)\n",
            "Epoch: [74][290/663]\tTime 0.260 (0.857)\tData 0.001 (0.567)\tLoss 1.6607 (1.7530)\tPrec@1 29.688 (27.439)\tPrec@5 94.922 (91.495)\n",
            "Epoch: [74][300/663]\tTime 0.270 (0.848)\tData 0.000 (0.559)\tLoss 1.7536 (1.7530)\tPrec@1 22.656 (27.415)\tPrec@5 91.406 (91.484)\n",
            "Epoch: [74][310/663]\tTime 0.280 (0.851)\tData 0.000 (0.562)\tLoss 1.7193 (1.7529)\tPrec@1 30.859 (27.405)\tPrec@5 92.969 (91.469)\n",
            "Epoch: [74][320/663]\tTime 1.629 (0.853)\tData 1.363 (0.564)\tLoss 1.7389 (1.7519)\tPrec@1 27.734 (27.400)\tPrec@5 91.797 (91.505)\n",
            "Epoch: [74][330/663]\tTime 0.271 (0.846)\tData 0.000 (0.557)\tLoss 1.8001 (1.7521)\tPrec@1 27.734 (27.387)\tPrec@5 91.016 (91.516)\n",
            "Epoch: [74][340/663]\tTime 0.298 (0.849)\tData 0.000 (0.560)\tLoss 1.7495 (1.7520)\tPrec@1 27.734 (27.387)\tPrec@5 92.188 (91.507)\n",
            "Epoch: [74][350/663]\tTime 2.790 (0.853)\tData 2.472 (0.563)\tLoss 1.7113 (1.7514)\tPrec@1 31.250 (27.441)\tPrec@5 92.578 (91.529)\n",
            "Epoch: [74][360/663]\tTime 0.280 (0.848)\tData 0.000 (0.558)\tLoss 1.7414 (1.7518)\tPrec@1 26.953 (27.430)\tPrec@5 92.188 (91.517)\n",
            "Epoch: [74][370/663]\tTime 0.263 (0.851)\tData 0.000 (0.562)\tLoss 1.7928 (1.7520)\tPrec@1 25.781 (27.402)\tPrec@5 89.062 (91.501)\n",
            "Epoch: [74][380/663]\tTime 2.861 (0.854)\tData 2.534 (0.565)\tLoss 1.8163 (1.7524)\tPrec@1 23.438 (27.396)\tPrec@5 89.062 (91.478)\n",
            "Epoch: [74][390/663]\tTime 0.340 (0.846)\tData 0.000 (0.557)\tLoss 1.7629 (1.7526)\tPrec@1 24.609 (27.380)\tPrec@5 92.578 (91.466)\n",
            "Epoch: [74][400/663]\tTime 0.420 (0.848)\tData 0.003 (0.558)\tLoss 1.6841 (1.7525)\tPrec@1 31.250 (27.376)\tPrec@5 94.922 (91.475)\n",
            "Epoch: [74][410/663]\tTime 3.360 (0.850)\tData 3.023 (0.560)\tLoss 1.7413 (1.7522)\tPrec@1 25.391 (27.371)\tPrec@5 92.969 (91.497)\n",
            "Epoch: [74][420/663]\tTime 0.277 (0.845)\tData 0.001 (0.555)\tLoss 1.7034 (1.7521)\tPrec@1 29.688 (27.365)\tPrec@5 92.969 (91.498)\n",
            "Epoch: [74][430/663]\tTime 0.280 (0.848)\tData 0.000 (0.558)\tLoss 1.7680 (1.7518)\tPrec@1 28.516 (27.377)\tPrec@5 89.844 (91.505)\n",
            "Epoch: [74][440/663]\tTime 3.774 (0.852)\tData 3.448 (0.562)\tLoss 1.7485 (1.7521)\tPrec@1 24.609 (27.369)\tPrec@5 91.797 (91.497)\n",
            "Epoch: [74][450/663]\tTime 0.272 (0.848)\tData 0.000 (0.557)\tLoss 1.7082 (1.7521)\tPrec@1 28.906 (27.352)\tPrec@5 92.188 (91.483)\n",
            "Epoch: [74][460/663]\tTime 0.326 (0.851)\tData 0.000 (0.561)\tLoss 1.6897 (1.7517)\tPrec@1 30.859 (27.366)\tPrec@5 92.969 (91.483)\n",
            "Epoch: [74][470/663]\tTime 4.164 (0.854)\tData 3.847 (0.563)\tLoss 1.7606 (1.7519)\tPrec@1 30.469 (27.352)\tPrec@5 91.406 (91.488)\n",
            "Epoch: [74][480/663]\tTime 0.400 (0.849)\tData 0.004 (0.558)\tLoss 1.7518 (1.7524)\tPrec@1 27.344 (27.328)\tPrec@5 91.797 (91.472)\n",
            "Epoch: [74][490/663]\tTime 0.271 (0.852)\tData 0.000 (0.561)\tLoss 1.7440 (1.7523)\tPrec@1 29.297 (27.328)\tPrec@5 90.625 (91.471)\n",
            "Epoch: [74][500/663]\tTime 3.675 (0.854)\tData 3.326 (0.563)\tLoss 1.7692 (1.7521)\tPrec@1 30.859 (27.329)\tPrec@5 89.453 (91.469)\n",
            "Epoch: [74][510/663]\tTime 0.403 (0.850)\tData 0.000 (0.559)\tLoss 1.7951 (1.7521)\tPrec@1 25.391 (27.335)\tPrec@5 93.750 (91.474)\n",
            "Epoch: [74][520/663]\tTime 0.279 (0.852)\tData 0.003 (0.561)\tLoss 1.8233 (1.7524)\tPrec@1 27.344 (27.334)\tPrec@5 87.500 (91.456)\n",
            "Epoch: [74][530/663]\tTime 3.468 (0.854)\tData 3.123 (0.562)\tLoss 1.7958 (1.7527)\tPrec@1 20.703 (27.323)\tPrec@5 89.844 (91.436)\n",
            "Epoch: [74][540/663]\tTime 0.280 (0.851)\tData 0.000 (0.558)\tLoss 1.8043 (1.7525)\tPrec@1 28.516 (27.338)\tPrec@5 91.797 (91.446)\n",
            "Epoch: [74][550/663]\tTime 0.292 (0.853)\tData 0.003 (0.560)\tLoss 1.7490 (1.7525)\tPrec@1 24.609 (27.340)\tPrec@5 90.625 (91.449)\n",
            "Epoch: [74][560/663]\tTime 3.638 (0.855)\tData 3.337 (0.562)\tLoss 1.7395 (1.7528)\tPrec@1 29.297 (27.316)\tPrec@5 91.797 (91.443)\n",
            "Epoch: [74][570/663]\tTime 0.284 (0.852)\tData 0.002 (0.559)\tLoss 1.6758 (1.7528)\tPrec@1 26.562 (27.306)\tPrec@5 93.359 (91.443)\n",
            "Epoch: [74][580/663]\tTime 0.368 (0.854)\tData 0.000 (0.561)\tLoss 1.7960 (1.7529)\tPrec@1 27.344 (27.311)\tPrec@5 89.453 (91.440)\n",
            "Epoch: [74][590/663]\tTime 3.568 (0.856)\tData 3.230 (0.563)\tLoss 1.7278 (1.7529)\tPrec@1 25.000 (27.320)\tPrec@5 92.969 (91.439)\n",
            "Epoch: [74][600/663]\tTime 0.274 (0.852)\tData 0.000 (0.560)\tLoss 1.7746 (1.7529)\tPrec@1 26.172 (27.344)\tPrec@5 88.281 (91.428)\n",
            "Epoch: [74][610/663]\tTime 0.334 (0.854)\tData 0.000 (0.561)\tLoss 1.7362 (1.7531)\tPrec@1 28.906 (27.328)\tPrec@5 91.016 (91.426)\n",
            "Epoch: [74][620/663]\tTime 3.973 (0.857)\tData 3.644 (0.564)\tLoss 1.7798 (1.7531)\tPrec@1 26.172 (27.310)\tPrec@5 89.062 (91.433)\n",
            "Epoch: [74][630/663]\tTime 0.293 (0.852)\tData 0.002 (0.558)\tLoss 1.7479 (1.7532)\tPrec@1 28.125 (27.326)\tPrec@5 92.188 (91.429)\n",
            "Epoch: [74][640/663]\tTime 0.261 (0.852)\tData 0.000 (0.559)\tLoss 1.7438 (1.7534)\tPrec@1 30.859 (27.335)\tPrec@5 92.188 (91.429)\n",
            "Epoch: [74][650/663]\tTime 3.577 (0.854)\tData 3.271 (0.560)\tLoss 1.6936 (1.7534)\tPrec@1 29.688 (27.320)\tPrec@5 92.969 (91.446)\n",
            "Epoch: [74][660/663]\tTime 0.267 (0.846)\tData 0.000 (0.552)\tLoss 1.7269 (1.7534)\tPrec@1 26.953 (27.317)\tPrec@5 91.406 (91.438)\n",
            "Test: [0/166]\tTime 4.641 (4.641)\tLoss 2.0442 (2.0442)\tPrec@1 25.000 (25.000)\tPrec@5 76.562 (76.562)\n",
            "Test: [10/166]\tTime 0.320 (1.024)\tLoss 14.4666 (4.2277)\tPrec@1 0.000 (19.212)\tPrec@5 0.000 (64.489)\n",
            "Test: [20/166]\tTime 0.309 (0.961)\tLoss 14.1199 (8.9676)\tPrec@1 0.000 (10.063)\tPrec@5 0.000 (33.780)\n",
            "Test: [30/166]\tTime 2.569 (0.917)\tLoss 3.9221 (10.3025)\tPrec@1 12.500 (7.220)\tPrec@5 72.656 (25.227)\n",
            "Test: [40/166]\tTime 0.331 (0.838)\tLoss 2.1171 (8.3033)\tPrec@1 14.062 (9.470)\tPrec@5 85.938 (39.834)\n",
            "Test: [50/166]\tTime 0.328 (0.845)\tLoss 2.2889 (7.1039)\tPrec@1 12.109 (10.126)\tPrec@5 83.984 (48.591)\n",
            "Test: [60/166]\tTime 2.980 (0.854)\tLoss 2.1851 (6.2993)\tPrec@1 18.359 (10.784)\tPrec@5 89.062 (54.636)\n",
            "Test: [70/166]\tTime 0.330 (0.815)\tLoss 1.7867 (5.6845)\tPrec@1 16.406 (11.658)\tPrec@5 96.484 (59.964)\n",
            "Test: [80/166]\tTime 0.327 (0.821)\tLoss 1.7028 (5.1978)\tPrec@1 23.438 (12.693)\tPrec@5 98.047 (64.689)\n",
            "Test: [90/166]\tTime 2.693 (0.821)\tLoss 1.6674 (4.8152)\tPrec@1 22.656 (13.470)\tPrec@5 98.047 (68.402)\n",
            "Test: [100/166]\tTime 0.331 (0.800)\tLoss 1.7053 (4.5105)\tPrec@1 21.484 (14.105)\tPrec@5 98.047 (71.357)\n",
            "Test: [110/166]\tTime 0.333 (0.805)\tLoss 1.6917 (4.2542)\tPrec@1 16.797 (14.576)\tPrec@5 99.219 (73.846)\n",
            "Test: [120/166]\tTime 2.267 (0.804)\tLoss 1.4356 (4.0273)\tPrec@1 29.688 (15.435)\tPrec@5 99.609 (75.975)\n",
            "Test: [130/166]\tTime 0.327 (0.794)\tLoss 1.4723 (3.8364)\tPrec@1 30.469 (16.075)\tPrec@5 99.609 (77.770)\n",
            "Test: [140/166]\tTime 0.336 (0.802)\tLoss 1.3543 (3.6698)\tPrec@1 60.547 (17.725)\tPrec@5 100.000 (79.336)\n",
            "Test: [150/166]\tTime 2.021 (0.800)\tLoss 1.3849 (3.5197)\tPrec@1 55.469 (20.390)\tPrec@5 100.000 (80.696)\n",
            "Test: [160/166]\tTime 0.286 (0.791)\tLoss 2.0756 (3.4167)\tPrec@1 5.469 (20.487)\tPrec@5 81.641 (81.218)\n",
            " * Prec@1 20.179 Prec@5 80.783\n",
            "Epoch: [75][0/663]\tTime 5.623 (5.623)\tData 5.299 (5.299)\tLoss 1.7689 (1.7689)\tPrec@1 28.125 (28.125)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [75][10/663]\tTime 0.283 (1.181)\tData 0.000 (0.895)\tLoss 1.7597 (1.7542)\tPrec@1 28.906 (27.450)\tPrec@5 92.578 (91.087)\n",
            "Epoch: [75][20/663]\tTime 0.259 (1.046)\tData 0.000 (0.763)\tLoss 1.7327 (1.7454)\tPrec@1 30.078 (28.125)\tPrec@5 90.234 (91.388)\n",
            "Epoch: [75][30/663]\tTime 1.813 (0.958)\tData 1.538 (0.677)\tLoss 1.7453 (1.7519)\tPrec@1 27.344 (27.986)\tPrec@5 92.578 (91.116)\n",
            "Epoch: [75][40/663]\tTime 0.298 (0.907)\tData 0.003 (0.625)\tLoss 1.7750 (1.7462)\tPrec@1 26.953 (27.601)\tPrec@5 88.281 (91.254)\n",
            "Epoch: [75][50/663]\tTime 0.271 (0.906)\tData 0.003 (0.624)\tLoss 1.7616 (1.7438)\tPrec@1 23.828 (27.604)\tPrec@5 92.578 (91.582)\n",
            "Epoch: [75][60/663]\tTime 2.423 (0.884)\tData 2.107 (0.601)\tLoss 1.7874 (1.7465)\tPrec@1 26.172 (27.670)\tPrec@5 90.625 (91.502)\n",
            "Epoch: [75][70/663]\tTime 0.278 (0.848)\tData 0.000 (0.565)\tLoss 1.8342 (1.7472)\tPrec@1 24.609 (27.740)\tPrec@5 87.109 (91.434)\n",
            "Epoch: [75][80/663]\tTime 0.266 (0.849)\tData 0.000 (0.567)\tLoss 1.7513 (1.7460)\tPrec@1 25.000 (27.739)\tPrec@5 90.234 (91.527)\n",
            "Epoch: [75][90/663]\tTime 2.517 (0.840)\tData 2.156 (0.557)\tLoss 1.7731 (1.7457)\tPrec@1 27.344 (27.764)\tPrec@5 89.062 (91.488)\n",
            "Epoch: [75][100/663]\tTime 0.270 (0.819)\tData 0.000 (0.535)\tLoss 1.7544 (1.7464)\tPrec@1 22.656 (27.653)\tPrec@5 91.016 (91.457)\n",
            "Epoch: [75][110/663]\tTime 0.347 (0.821)\tData 0.002 (0.538)\tLoss 1.6794 (1.7485)\tPrec@1 34.375 (27.675)\tPrec@5 93.750 (91.378)\n",
            "Epoch: [75][120/663]\tTime 1.747 (0.817)\tData 1.467 (0.534)\tLoss 1.7445 (1.7494)\tPrec@1 25.391 (27.547)\tPrec@5 92.188 (91.393)\n",
            "Epoch: [75][130/663]\tTime 0.278 (0.811)\tData 0.000 (0.529)\tLoss 1.7427 (1.7495)\tPrec@1 24.219 (27.544)\tPrec@5 92.969 (91.424)\n",
            "Epoch: [75][140/663]\tTime 0.271 (0.805)\tData 0.000 (0.525)\tLoss 1.8007 (1.7512)\tPrec@1 26.953 (27.424)\tPrec@5 89.844 (91.401)\n",
            "Epoch: [75][150/663]\tTime 1.058 (0.804)\tData 0.791 (0.524)\tLoss 1.7317 (1.7507)\tPrec@1 29.297 (27.460)\tPrec@5 92.188 (91.386)\n",
            "Epoch: [75][160/663]\tTime 0.469 (0.807)\tData 0.000 (0.525)\tLoss 1.7088 (1.7502)\tPrec@1 28.125 (27.412)\tPrec@5 92.969 (91.421)\n",
            "Epoch: [75][170/663]\tTime 0.276 (0.793)\tData 0.000 (0.512)\tLoss 1.7492 (1.7514)\tPrec@1 22.266 (27.314)\tPrec@5 92.969 (91.372)\n",
            "Epoch: [75][180/663]\tTime 0.268 (0.798)\tData 0.001 (0.516)\tLoss 1.7908 (1.7520)\tPrec@1 28.125 (27.372)\tPrec@5 89.453 (91.318)\n",
            "Epoch: [75][190/663]\tTime 0.272 (0.801)\tData 0.000 (0.519)\tLoss 1.6748 (1.7518)\tPrec@1 26.562 (27.391)\tPrec@5 94.141 (91.335)\n",
            "Epoch: [75][200/663]\tTime 0.270 (0.791)\tData 0.000 (0.509)\tLoss 1.7318 (1.7514)\tPrec@1 29.688 (27.418)\tPrec@5 91.797 (91.342)\n",
            "Epoch: [75][210/663]\tTime 0.281 (0.795)\tData 0.005 (0.513)\tLoss 1.7512 (1.7517)\tPrec@1 28.125 (27.379)\tPrec@5 91.016 (91.358)\n",
            "Epoch: [75][220/663]\tTime 0.274 (0.797)\tData 0.000 (0.514)\tLoss 1.8014 (1.7516)\tPrec@1 23.828 (27.351)\tPrec@5 91.016 (91.369)\n",
            "Epoch: [75][230/663]\tTime 0.273 (0.788)\tData 0.001 (0.505)\tLoss 1.7770 (1.7526)\tPrec@1 24.609 (27.334)\tPrec@5 89.844 (91.325)\n",
            "Epoch: [75][240/663]\tTime 0.268 (0.792)\tData 0.000 (0.509)\tLoss 1.7796 (1.7529)\tPrec@1 26.953 (27.287)\tPrec@5 88.281 (91.335)\n",
            "Epoch: [75][250/663]\tTime 0.291 (0.796)\tData 0.000 (0.512)\tLoss 1.7953 (1.7523)\tPrec@1 24.219 (27.286)\tPrec@5 92.188 (91.350)\n",
            "Epoch: [75][260/663]\tTime 0.272 (0.788)\tData 0.001 (0.503)\tLoss 1.8191 (1.7525)\tPrec@1 26.172 (27.324)\tPrec@5 88.281 (91.376)\n",
            "Epoch: [75][270/663]\tTime 0.288 (0.789)\tData 0.000 (0.504)\tLoss 1.7329 (1.7525)\tPrec@1 24.609 (27.316)\tPrec@5 90.234 (91.372)\n",
            "Epoch: [75][280/663]\tTime 0.354 (0.794)\tData 0.000 (0.508)\tLoss 1.7715 (1.7517)\tPrec@1 27.344 (27.326)\tPrec@5 92.578 (91.398)\n",
            "Epoch: [75][290/663]\tTime 0.282 (0.786)\tData 0.000 (0.499)\tLoss 1.7762 (1.7523)\tPrec@1 27.344 (27.312)\tPrec@5 91.016 (91.389)\n",
            "Epoch: [75][300/663]\tTime 0.320 (0.788)\tData 0.000 (0.501)\tLoss 1.7351 (1.7523)\tPrec@1 28.125 (27.314)\tPrec@5 91.016 (91.397)\n",
            "Epoch: [75][310/663]\tTime 0.308 (0.791)\tData 0.000 (0.504)\tLoss 1.7120 (1.7519)\tPrec@1 29.297 (27.334)\tPrec@5 93.359 (91.423)\n",
            "Epoch: [75][320/663]\tTime 0.270 (0.783)\tData 0.003 (0.496)\tLoss 1.7350 (1.7525)\tPrec@1 27.734 (27.338)\tPrec@5 92.578 (91.424)\n",
            "Epoch: [75][330/663]\tTime 0.287 (0.786)\tData 0.002 (0.498)\tLoss 1.7842 (1.7523)\tPrec@1 29.688 (27.350)\tPrec@5 89.453 (91.439)\n",
            "Epoch: [75][340/663]\tTime 0.272 (0.788)\tData 0.000 (0.500)\tLoss 1.8268 (1.7530)\tPrec@1 24.609 (27.325)\tPrec@5 90.625 (91.401)\n",
            "Epoch: [75][350/663]\tTime 0.430 (0.781)\tData 0.001 (0.493)\tLoss 1.7588 (1.7538)\tPrec@1 25.781 (27.290)\tPrec@5 92.969 (91.388)\n",
            "Epoch: [75][360/663]\tTime 0.264 (0.784)\tData 0.000 (0.495)\tLoss 1.7802 (1.7540)\tPrec@1 27.344 (27.316)\tPrec@5 89.453 (91.388)\n",
            "Epoch: [75][370/663]\tTime 0.262 (0.785)\tData 0.000 (0.497)\tLoss 1.7045 (1.7536)\tPrec@1 30.469 (27.367)\tPrec@5 92.188 (91.394)\n",
            "Epoch: [75][380/663]\tTime 0.361 (0.780)\tData 0.000 (0.491)\tLoss 1.7167 (1.7530)\tPrec@1 27.344 (27.378)\tPrec@5 91.797 (91.404)\n",
            "Epoch: [75][390/663]\tTime 0.267 (0.782)\tData 0.001 (0.492)\tLoss 1.7221 (1.7532)\tPrec@1 24.609 (27.366)\tPrec@5 92.969 (91.415)\n",
            "Epoch: [75][400/663]\tTime 0.281 (0.784)\tData 0.000 (0.494)\tLoss 1.6934 (1.7535)\tPrec@1 27.344 (27.357)\tPrec@5 93.750 (91.401)\n",
            "Epoch: [75][410/663]\tTime 0.281 (0.779)\tData 0.000 (0.489)\tLoss 1.7613 (1.7532)\tPrec@1 25.391 (27.353)\tPrec@5 91.406 (91.403)\n",
            "Epoch: [75][420/663]\tTime 0.271 (0.781)\tData 0.000 (0.491)\tLoss 1.7509 (1.7529)\tPrec@1 23.438 (27.334)\tPrec@5 90.625 (91.419)\n",
            "Epoch: [75][430/663]\tTime 0.273 (0.782)\tData 0.000 (0.491)\tLoss 1.7594 (1.7530)\tPrec@1 30.859 (27.311)\tPrec@5 90.625 (91.417)\n",
            "Epoch: [75][440/663]\tTime 0.276 (0.778)\tData 0.000 (0.487)\tLoss 1.7166 (1.7530)\tPrec@1 32.031 (27.292)\tPrec@5 92.188 (91.417)\n",
            "Epoch: [75][450/663]\tTime 0.275 (0.779)\tData 0.000 (0.488)\tLoss 1.8094 (1.7532)\tPrec@1 24.609 (27.295)\tPrec@5 89.062 (91.414)\n",
            "Epoch: [75][460/663]\tTime 0.296 (0.781)\tData 0.002 (0.490)\tLoss 1.7536 (1.7533)\tPrec@1 28.516 (27.297)\tPrec@5 91.016 (91.410)\n",
            "Epoch: [75][470/663]\tTime 0.283 (0.776)\tData 0.000 (0.485)\tLoss 1.7434 (1.7530)\tPrec@1 26.562 (27.298)\tPrec@5 89.453 (91.419)\n",
            "Epoch: [75][480/663]\tTime 0.334 (0.779)\tData 0.000 (0.488)\tLoss 1.7620 (1.7529)\tPrec@1 26.562 (27.302)\tPrec@5 91.406 (91.407)\n",
            "Epoch: [75][490/663]\tTime 0.271 (0.781)\tData 0.000 (0.490)\tLoss 1.7393 (1.7530)\tPrec@1 30.859 (27.303)\tPrec@5 90.234 (91.397)\n",
            "Epoch: [75][500/663]\tTime 0.264 (0.777)\tData 0.001 (0.486)\tLoss 1.7061 (1.7530)\tPrec@1 26.953 (27.277)\tPrec@5 94.531 (91.401)\n",
            "Epoch: [75][510/663]\tTime 0.283 (0.780)\tData 0.000 (0.488)\tLoss 1.7819 (1.7530)\tPrec@1 22.266 (27.245)\tPrec@5 92.188 (91.401)\n",
            "Epoch: [75][520/663]\tTime 0.272 (0.782)\tData 0.000 (0.490)\tLoss 1.8337 (1.7528)\tPrec@1 25.391 (27.267)\tPrec@5 88.281 (91.399)\n",
            "Epoch: [75][530/663]\tTime 0.269 (0.779)\tData 0.000 (0.487)\tLoss 1.7205 (1.7532)\tPrec@1 25.000 (27.274)\tPrec@5 91.797 (91.393)\n",
            "Epoch: [75][540/663]\tTime 0.273 (0.781)\tData 0.000 (0.489)\tLoss 1.7667 (1.7537)\tPrec@1 24.219 (27.258)\tPrec@5 92.969 (91.379)\n",
            "Epoch: [75][550/663]\tTime 0.285 (0.783)\tData 0.001 (0.491)\tLoss 1.7470 (1.7534)\tPrec@1 27.344 (27.269)\tPrec@5 93.359 (91.397)\n",
            "Epoch: [75][560/663]\tTime 0.272 (0.779)\tData 0.000 (0.486)\tLoss 1.7116 (1.7537)\tPrec@1 24.609 (27.269)\tPrec@5 93.359 (91.375)\n",
            "Epoch: [75][570/663]\tTime 0.272 (0.781)\tData 0.001 (0.488)\tLoss 1.7942 (1.7537)\tPrec@1 23.828 (27.277)\tPrec@5 88.281 (91.375)\n",
            "Epoch: [75][580/663]\tTime 0.264 (0.783)\tData 0.000 (0.490)\tLoss 1.7933 (1.7534)\tPrec@1 25.781 (27.288)\tPrec@5 89.062 (91.375)\n",
            "Epoch: [75][590/663]\tTime 0.274 (0.778)\tData 0.001 (0.486)\tLoss 1.7857 (1.7537)\tPrec@1 23.828 (27.307)\tPrec@5 91.406 (91.368)\n",
            "Epoch: [75][600/663]\tTime 0.259 (0.779)\tData 0.001 (0.487)\tLoss 1.6876 (1.7538)\tPrec@1 26.953 (27.302)\tPrec@5 92.578 (91.364)\n",
            "Epoch: [75][610/663]\tTime 0.289 (0.783)\tData 0.000 (0.490)\tLoss 1.7427 (1.7534)\tPrec@1 30.859 (27.303)\tPrec@5 89.062 (91.378)\n",
            "Epoch: [75][620/663]\tTime 0.281 (0.778)\tData 0.002 (0.486)\tLoss 1.7682 (1.7538)\tPrec@1 26.953 (27.283)\tPrec@5 90.234 (91.359)\n",
            "Epoch: [75][630/663]\tTime 0.282 (0.781)\tData 0.000 (0.488)\tLoss 1.7674 (1.7538)\tPrec@1 28.906 (27.269)\tPrec@5 92.188 (91.362)\n",
            "Epoch: [75][640/663]\tTime 0.269 (0.783)\tData 0.001 (0.490)\tLoss 1.8359 (1.7540)\tPrec@1 25.000 (27.247)\tPrec@5 88.672 (91.363)\n",
            "Epoch: [75][650/663]\tTime 0.290 (0.780)\tData 0.011 (0.487)\tLoss 1.8210 (1.7539)\tPrec@1 20.703 (27.269)\tPrec@5 89.062 (91.373)\n",
            "Epoch: [75][660/663]\tTime 0.282 (0.777)\tData 0.000 (0.484)\tLoss 1.7986 (1.7539)\tPrec@1 23.047 (27.257)\tPrec@5 89.453 (91.370)\n",
            "Test: [0/166]\tTime 4.552 (4.552)\tLoss 2.2535 (2.2535)\tPrec@1 14.453 (14.453)\tPrec@5 74.219 (74.219)\n",
            "Test: [10/166]\tTime 0.312 (0.971)\tLoss 14.4774 (4.4031)\tPrec@1 0.000 (12.038)\tPrec@5 0.000 (62.109)\n",
            "Test: [20/166]\tTime 0.340 (0.924)\tLoss 14.1328 (9.0655)\tPrec@1 0.000 (6.306)\tPrec@5 0.000 (32.533)\n",
            "Test: [30/166]\tTime 2.099 (0.867)\tLoss 3.8770 (10.3712)\tPrec@1 10.938 (4.624)\tPrec@5 73.047 (24.395)\n",
            "Test: [40/166]\tTime 0.315 (0.810)\tLoss 2.0801 (8.3453)\tPrec@1 13.281 (7.241)\tPrec@5 84.766 (39.186)\n",
            "Test: [50/166]\tTime 0.317 (0.817)\tLoss 2.2520 (7.1323)\tPrec@1 10.156 (7.989)\tPrec@5 83.594 (48.085)\n",
            "Test: [60/166]\tTime 2.573 (0.813)\tLoss 2.1430 (6.3169)\tPrec@1 14.844 (8.728)\tPrec@5 88.672 (54.201)\n",
            "Test: [70/166]\tTime 0.303 (0.787)\tLoss 1.6381 (5.6848)\tPrec@1 34.375 (11.075)\tPrec@5 97.656 (59.683)\n",
            "Test: [80/166]\tTime 0.315 (0.801)\tLoss 1.5644 (5.1798)\tPrec@1 37.891 (13.990)\tPrec@5 98.047 (64.506)\n",
            "Test: [90/166]\tTime 2.496 (0.805)\tLoss 1.5326 (4.7838)\tPrec@1 35.547 (16.149)\tPrec@5 99.219 (68.286)\n",
            "Test: [100/166]\tTime 0.337 (0.788)\tLoss 1.5629 (4.4680)\tPrec@1 34.766 (17.969)\tPrec@5 98.438 (71.314)\n",
            "Test: [110/166]\tTime 0.317 (0.796)\tLoss 1.7123 (4.2112)\tPrec@1 7.812 (18.205)\tPrec@5 97.656 (73.793)\n",
            "Test: [120/166]\tTime 3.005 (0.800)\tLoss 1.4588 (3.9900)\tPrec@1 20.703 (17.966)\tPrec@5 99.219 (75.923)\n",
            "Test: [130/166]\tTime 0.333 (0.786)\tLoss 1.4990 (3.8041)\tPrec@1 16.016 (17.685)\tPrec@5 99.609 (77.722)\n",
            "Test: [140/166]\tTime 0.320 (0.791)\tLoss 1.4011 (3.6422)\tPrec@1 60.547 (18.794)\tPrec@5 100.000 (79.291)\n",
            "Test: [150/166]\tTime 3.108 (0.798)\tLoss 1.4291 (3.4966)\tPrec@1 55.469 (21.290)\tPrec@5 100.000 (80.652)\n",
            "Test: [160/166]\tTime 0.311 (0.782)\tLoss 2.0824 (3.3959)\tPrec@1 7.031 (21.305)\tPrec@5 84.375 (81.235)\n",
            " * Prec@1 20.990 Prec@5 80.806\n",
            "Epoch: [76][0/663]\tTime 5.420 (5.420)\tData 5.078 (5.078)\tLoss 1.7694 (1.7694)\tPrec@1 28.906 (28.906)\tPrec@5 90.234 (90.234)\n",
            "Epoch: [76][10/663]\tTime 0.270 (1.065)\tData 0.003 (0.782)\tLoss 1.7375 (1.7570)\tPrec@1 28.906 (27.131)\tPrec@5 90.625 (91.122)\n",
            "Epoch: [76][20/663]\tTime 0.280 (1.006)\tData 0.000 (0.723)\tLoss 1.7133 (1.7517)\tPrec@1 29.297 (27.623)\tPrec@5 92.578 (91.443)\n",
            "Epoch: [76][30/663]\tTime 3.240 (0.969)\tData 2.926 (0.686)\tLoss 1.7321 (1.7503)\tPrec@1 23.438 (27.180)\tPrec@5 91.016 (91.381)\n",
            "Epoch: [76][40/663]\tTime 0.287 (0.867)\tData 0.000 (0.585)\tLoss 1.6845 (1.7467)\tPrec@1 27.734 (27.315)\tPrec@5 93.750 (91.549)\n",
            "Epoch: [76][50/663]\tTime 0.271 (0.861)\tData 0.001 (0.578)\tLoss 1.7606 (1.7472)\tPrec@1 21.875 (27.152)\tPrec@5 91.016 (91.460)\n",
            "Epoch: [76][60/663]\tTime 3.296 (0.863)\tData 2.979 (0.579)\tLoss 1.7831 (1.7528)\tPrec@1 27.734 (26.915)\tPrec@5 91.797 (91.451)\n",
            "Epoch: [76][70/663]\tTime 0.296 (0.827)\tData 0.000 (0.544)\tLoss 1.7763 (1.7557)\tPrec@1 26.562 (26.948)\tPrec@5 92.969 (91.318)\n",
            "Epoch: [76][80/663]\tTime 0.309 (0.835)\tData 0.000 (0.551)\tLoss 1.6741 (1.7548)\tPrec@1 26.562 (26.968)\tPrec@5 94.141 (91.348)\n",
            "Epoch: [76][90/663]\tTime 3.017 (0.837)\tData 2.711 (0.554)\tLoss 1.7728 (1.7559)\tPrec@1 21.484 (26.970)\tPrec@5 91.797 (91.359)\n",
            "Epoch: [76][100/663]\tTime 0.944 (0.818)\tData 0.665 (0.535)\tLoss 1.7159 (1.7577)\tPrec@1 25.391 (26.837)\tPrec@5 92.188 (91.387)\n",
            "Epoch: [76][110/663]\tTime 0.267 (0.818)\tData 0.000 (0.536)\tLoss 1.7519 (1.7571)\tPrec@1 28.906 (26.823)\tPrec@5 90.625 (91.375)\n",
            "Epoch: [76][120/663]\tTime 1.509 (0.821)\tData 1.223 (0.540)\tLoss 1.7842 (1.7567)\tPrec@1 28.906 (26.931)\tPrec@5 90.625 (91.422)\n",
            "Epoch: [76][130/663]\tTime 2.868 (0.821)\tData 2.483 (0.540)\tLoss 1.7822 (1.7550)\tPrec@1 23.828 (27.096)\tPrec@5 94.531 (91.505)\n",
            "Epoch: [76][140/663]\tTime 0.263 (0.809)\tData 0.000 (0.527)\tLoss 1.7751 (1.7555)\tPrec@1 26.562 (27.047)\tPrec@5 88.672 (91.476)\n",
            "Epoch: [76][150/663]\tTime 0.273 (0.819)\tData 0.000 (0.537)\tLoss 1.7318 (1.7551)\tPrec@1 29.688 (27.142)\tPrec@5 90.234 (91.455)\n",
            "Epoch: [76][160/663]\tTime 3.432 (0.823)\tData 3.124 (0.542)\tLoss 1.7243 (1.7547)\tPrec@1 29.688 (27.196)\tPrec@5 91.406 (91.411)\n",
            "Epoch: [76][170/663]\tTime 0.262 (0.809)\tData 0.000 (0.528)\tLoss 1.7769 (1.7551)\tPrec@1 21.875 (27.159)\tPrec@5 89.062 (91.395)\n",
            "Epoch: [76][180/663]\tTime 0.274 (0.814)\tData 0.001 (0.533)\tLoss 1.7512 (1.7549)\tPrec@1 21.875 (27.137)\tPrec@5 91.406 (91.389)\n",
            "Epoch: [76][190/663]\tTime 3.457 (0.820)\tData 3.120 (0.538)\tLoss 1.7705 (1.7546)\tPrec@1 27.734 (27.162)\tPrec@5 93.750 (91.410)\n",
            "Epoch: [76][200/663]\tTime 0.277 (0.808)\tData 0.000 (0.526)\tLoss 1.7567 (1.7560)\tPrec@1 26.953 (27.173)\tPrec@5 91.406 (91.387)\n",
            "Epoch: [76][210/663]\tTime 0.351 (0.810)\tData 0.000 (0.527)\tLoss 1.6754 (1.7557)\tPrec@1 27.734 (27.168)\tPrec@5 93.750 (91.377)\n",
            "Epoch: [76][220/663]\tTime 2.920 (0.814)\tData 2.597 (0.529)\tLoss 1.8714 (1.7557)\tPrec@1 19.141 (27.137)\tPrec@5 88.281 (91.371)\n",
            "Epoch: [76][230/663]\tTime 0.281 (0.804)\tData 0.000 (0.518)\tLoss 1.7266 (1.7549)\tPrec@1 25.391 (27.210)\tPrec@5 92.188 (91.369)\n",
            "Epoch: [76][240/663]\tTime 0.267 (0.806)\tData 0.000 (0.520)\tLoss 1.7594 (1.7547)\tPrec@1 28.516 (27.230)\tPrec@5 91.797 (91.387)\n",
            "Epoch: [76][250/663]\tTime 3.220 (0.809)\tData 2.906 (0.523)\tLoss 1.7254 (1.7535)\tPrec@1 28.906 (27.272)\tPrec@5 91.406 (91.425)\n",
            "Epoch: [76][260/663]\tTime 0.315 (0.801)\tData 0.000 (0.515)\tLoss 1.8016 (1.7536)\tPrec@1 25.391 (27.230)\tPrec@5 88.281 (91.417)\n",
            "Epoch: [76][270/663]\tTime 0.264 (0.803)\tData 0.000 (0.517)\tLoss 1.7558 (1.7538)\tPrec@1 27.734 (27.224)\tPrec@5 91.016 (91.400)\n",
            "Epoch: [76][280/663]\tTime 3.253 (0.806)\tData 2.948 (0.520)\tLoss 1.7778 (1.7536)\tPrec@1 30.469 (27.252)\tPrec@5 91.406 (91.402)\n",
            "Epoch: [76][290/663]\tTime 0.270 (0.799)\tData 0.000 (0.512)\tLoss 1.7819 (1.7540)\tPrec@1 25.391 (27.218)\tPrec@5 90.234 (91.413)\n",
            "Epoch: [76][300/663]\tTime 0.277 (0.801)\tData 0.002 (0.514)\tLoss 1.6874 (1.7546)\tPrec@1 26.562 (27.193)\tPrec@5 95.312 (91.428)\n",
            "Epoch: [76][310/663]\tTime 2.858 (0.803)\tData 2.530 (0.515)\tLoss 1.7378 (1.7549)\tPrec@1 24.609 (27.216)\tPrec@5 92.969 (91.428)\n",
            "Epoch: [76][320/663]\tTime 0.283 (0.796)\tData 0.003 (0.509)\tLoss 1.7523 (1.7546)\tPrec@1 29.297 (27.218)\tPrec@5 92.578 (91.433)\n",
            "Epoch: [76][330/663]\tTime 0.277 (0.799)\tData 0.000 (0.511)\tLoss 1.7351 (1.7552)\tPrec@1 28.516 (27.253)\tPrec@5 92.188 (91.400)\n",
            "Epoch: [76][340/663]\tTime 3.340 (0.801)\tData 3.007 (0.513)\tLoss 1.7046 (1.7548)\tPrec@1 28.516 (27.242)\tPrec@5 93.750 (91.414)\n",
            "Epoch: [76][350/663]\tTime 0.294 (0.794)\tData 0.000 (0.506)\tLoss 1.7144 (1.7540)\tPrec@1 32.812 (27.296)\tPrec@5 92.969 (91.421)\n",
            "Epoch: [76][360/663]\tTime 0.278 (0.798)\tData 0.000 (0.510)\tLoss 1.7988 (1.7546)\tPrec@1 23.047 (27.308)\tPrec@5 90.625 (91.407)\n",
            "Epoch: [76][370/663]\tTime 3.346 (0.801)\tData 3.032 (0.513)\tLoss 1.7864 (1.7550)\tPrec@1 25.781 (27.290)\tPrec@5 89.844 (91.388)\n",
            "Epoch: [76][380/663]\tTime 0.289 (0.794)\tData 0.000 (0.506)\tLoss 1.7802 (1.7549)\tPrec@1 22.656 (27.296)\tPrec@5 90.234 (91.395)\n",
            "Epoch: [76][390/663]\tTime 0.361 (0.797)\tData 0.000 (0.508)\tLoss 1.7602 (1.7548)\tPrec@1 25.391 (27.276)\tPrec@5 92.969 (91.399)\n",
            "Epoch: [76][400/663]\tTime 3.317 (0.798)\tData 3.014 (0.509)\tLoss 1.7728 (1.7549)\tPrec@1 26.953 (27.275)\tPrec@5 90.234 (91.404)\n",
            "Epoch: [76][410/663]\tTime 0.283 (0.793)\tData 0.004 (0.503)\tLoss 1.8097 (1.7554)\tPrec@1 23.438 (27.294)\tPrec@5 91.406 (91.398)\n",
            "Epoch: [76][420/663]\tTime 0.354 (0.794)\tData 0.000 (0.505)\tLoss 1.8045 (1.7556)\tPrec@1 25.781 (27.260)\tPrec@5 89.844 (91.384)\n",
            "Epoch: [76][430/663]\tTime 3.431 (0.797)\tData 3.108 (0.508)\tLoss 1.6501 (1.7550)\tPrec@1 35.156 (27.298)\tPrec@5 91.797 (91.385)\n",
            "Epoch: [76][440/663]\tTime 0.277 (0.793)\tData 0.002 (0.504)\tLoss 1.7180 (1.7551)\tPrec@1 23.828 (27.292)\tPrec@5 91.797 (91.387)\n",
            "Epoch: [76][450/663]\tTime 0.270 (0.794)\tData 0.001 (0.505)\tLoss 1.7501 (1.7549)\tPrec@1 28.906 (27.298)\tPrec@5 92.188 (91.395)\n",
            "Epoch: [76][460/663]\tTime 2.629 (0.796)\tData 2.306 (0.506)\tLoss 1.7255 (1.7545)\tPrec@1 28.516 (27.297)\tPrec@5 94.531 (91.409)\n",
            "Epoch: [76][470/663]\tTime 0.276 (0.791)\tData 0.000 (0.501)\tLoss 1.6558 (1.7541)\tPrec@1 30.469 (27.306)\tPrec@5 94.922 (91.421)\n",
            "Epoch: [76][480/663]\tTime 0.256 (0.794)\tData 0.000 (0.505)\tLoss 1.7744 (1.7543)\tPrec@1 27.734 (27.249)\tPrec@5 91.797 (91.424)\n",
            "Epoch: [76][490/663]\tTime 3.595 (0.795)\tData 3.264 (0.505)\tLoss 1.7189 (1.7542)\tPrec@1 26.953 (27.273)\tPrec@5 92.578 (91.427)\n",
            "Epoch: [76][500/663]\tTime 0.279 (0.791)\tData 0.001 (0.501)\tLoss 1.7944 (1.7543)\tPrec@1 26.953 (27.270)\tPrec@5 91.797 (91.424)\n",
            "Epoch: [76][510/663]\tTime 0.297 (0.794)\tData 0.000 (0.504)\tLoss 1.7100 (1.7543)\tPrec@1 26.172 (27.283)\tPrec@5 94.531 (91.429)\n",
            "Epoch: [76][520/663]\tTime 3.691 (0.796)\tData 3.351 (0.505)\tLoss 1.8243 (1.7538)\tPrec@1 21.875 (27.291)\tPrec@5 87.500 (91.444)\n",
            "Epoch: [76][530/663]\tTime 0.290 (0.791)\tData 0.000 (0.501)\tLoss 1.8091 (1.7536)\tPrec@1 26.562 (27.298)\tPrec@5 87.109 (91.447)\n",
            "Epoch: [76][540/663]\tTime 0.260 (0.792)\tData 0.000 (0.502)\tLoss 1.7480 (1.7535)\tPrec@1 26.562 (27.287)\tPrec@5 92.188 (91.458)\n",
            "Epoch: [76][550/663]\tTime 2.840 (0.794)\tData 2.511 (0.503)\tLoss 1.7825 (1.7534)\tPrec@1 25.000 (27.279)\tPrec@5 91.016 (91.464)\n",
            "Epoch: [76][560/663]\tTime 0.270 (0.791)\tData 0.000 (0.500)\tLoss 1.7728 (1.7534)\tPrec@1 25.781 (27.298)\tPrec@5 91.406 (91.470)\n",
            "Epoch: [76][570/663]\tTime 0.313 (0.792)\tData 0.000 (0.501)\tLoss 1.7132 (1.7534)\tPrec@1 23.047 (27.266)\tPrec@5 94.922 (91.484)\n",
            "Epoch: [76][580/663]\tTime 3.626 (0.793)\tData 3.299 (0.503)\tLoss 1.7375 (1.7529)\tPrec@1 29.297 (27.297)\tPrec@5 91.797 (91.484)\n",
            "Epoch: [76][590/663]\tTime 0.264 (0.790)\tData 0.000 (0.499)\tLoss 1.6814 (1.7528)\tPrec@1 24.219 (27.292)\tPrec@5 95.312 (91.492)\n",
            "Epoch: [76][600/663]\tTime 0.269 (0.792)\tData 0.000 (0.501)\tLoss 1.7409 (1.7529)\tPrec@1 26.562 (27.287)\tPrec@5 92.188 (91.484)\n",
            "Epoch: [76][610/663]\tTime 3.397 (0.793)\tData 3.033 (0.502)\tLoss 1.7651 (1.7533)\tPrec@1 25.781 (27.259)\tPrec@5 93.359 (91.482)\n",
            "Epoch: [76][620/663]\tTime 0.278 (0.789)\tData 0.000 (0.498)\tLoss 1.7762 (1.7534)\tPrec@1 27.344 (27.253)\tPrec@5 91.406 (91.473)\n",
            "Epoch: [76][630/663]\tTime 0.310 (0.791)\tData 0.000 (0.499)\tLoss 1.8531 (1.7537)\tPrec@1 21.875 (27.234)\tPrec@5 88.672 (91.458)\n",
            "Epoch: [76][640/663]\tTime 3.333 (0.792)\tData 3.012 (0.501)\tLoss 1.7589 (1.7537)\tPrec@1 28.125 (27.236)\tPrec@5 89.844 (91.447)\n",
            "Epoch: [76][650/663]\tTime 0.291 (0.788)\tData 0.022 (0.497)\tLoss 1.7331 (1.7537)\tPrec@1 30.078 (27.225)\tPrec@5 92.578 (91.452)\n",
            "Epoch: [76][660/663]\tTime 0.257 (0.784)\tData 0.000 (0.494)\tLoss 1.7599 (1.7536)\tPrec@1 22.656 (27.219)\tPrec@5 91.406 (91.451)\n",
            "Test: [0/166]\tTime 4.503 (4.503)\tLoss 2.1767 (2.1767)\tPrec@1 17.969 (17.969)\tPrec@5 71.875 (71.875)\n",
            "Test: [10/166]\tTime 0.305 (1.000)\tLoss 14.5638 (4.3512)\tPrec@1 0.000 (15.661)\tPrec@5 0.000 (59.695)\n",
            "Test: [20/166]\tTime 0.334 (0.923)\tLoss 14.2227 (9.0778)\tPrec@1 0.000 (8.203)\tPrec@5 0.000 (31.269)\n",
            "Test: [30/166]\tTime 2.606 (0.881)\tLoss 3.9476 (10.4057)\tPrec@1 12.109 (5.948)\tPrec@5 74.609 (23.589)\n",
            "Test: [40/166]\tTime 0.325 (0.817)\tLoss 2.1401 (8.3863)\tPrec@1 14.453 (8.813)\tPrec@5 86.719 (39.167)\n",
            "Test: [50/166]\tTime 0.329 (0.813)\tLoss 2.3141 (7.1766)\tPrec@1 12.891 (9.796)\tPrec@5 85.938 (48.445)\n",
            "Test: [60/166]\tTime 2.841 (0.816)\tLoss 2.2036 (6.3639)\tPrec@1 18.359 (10.598)\tPrec@5 91.016 (54.841)\n",
            "Test: [70/166]\tTime 0.330 (0.791)\tLoss 1.8535 (5.7472)\tPrec@1 8.594 (10.899)\tPrec@5 96.484 (60.266)\n",
            "Test: [80/166]\tTime 0.336 (0.796)\tLoss 1.7694 (5.2614)\tPrec@1 11.719 (10.928)\tPrec@5 98.047 (64.959)\n",
            "Test: [90/166]\tTime 3.140 (0.802)\tLoss 1.7277 (4.8790)\tPrec@1 12.500 (11.032)\tPrec@5 97.656 (68.651)\n",
            "Test: [100/166]\tTime 0.319 (0.783)\tLoss 1.7667 (4.5743)\tPrec@1 10.938 (11.023)\tPrec@5 98.438 (71.577)\n",
            "Test: [110/166]\tTime 0.317 (0.790)\tLoss 1.5069 (4.3068)\tPrec@1 40.234 (12.799)\tPrec@5 99.609 (74.067)\n",
            "Test: [120/166]\tTime 3.157 (0.794)\tLoss 1.2961 (4.0632)\tPrec@1 58.203 (16.100)\tPrec@5 100.000 (76.188)\n",
            "Test: [130/166]\tTime 0.313 (0.778)\tLoss 1.3453 (3.8591)\tPrec@1 57.031 (18.819)\tPrec@5 99.609 (77.979)\n",
            "Test: [140/166]\tTime 0.320 (0.785)\tLoss 1.4758 (3.6899)\tPrec@1 29.297 (20.099)\tPrec@5 99.609 (79.516)\n",
            "Test: [150/166]\tTime 2.943 (0.790)\tLoss 1.5082 (3.5460)\tPrec@1 22.656 (20.566)\tPrec@5 100.000 (80.841)\n",
            "Test: [160/166]\tTime 0.299 (0.773)\tLoss 1.8517 (3.4343)\tPrec@1 30.469 (20.982)\tPrec@5 88.672 (81.539)\n",
            " * Prec@1 20.743 Prec@5 81.037\n",
            "Epoch: [77][0/663]\tTime 5.707 (5.707)\tData 5.372 (5.372)\tLoss 1.7531 (1.7531)\tPrec@1 30.859 (30.859)\tPrec@5 90.234 (90.234)\n",
            "Epoch: [77][10/663]\tTime 0.260 (1.086)\tData 0.000 (0.801)\tLoss 1.7522 (1.7551)\tPrec@1 23.047 (27.947)\tPrec@5 94.922 (91.868)\n",
            "Epoch: [77][20/663]\tTime 0.263 (1.016)\tData 0.000 (0.734)\tLoss 1.7943 (1.7618)\tPrec@1 23.828 (27.418)\tPrec@5 90.234 (91.611)\n",
            "Epoch: [77][30/663]\tTime 3.338 (0.972)\tData 3.027 (0.690)\tLoss 1.7406 (1.7603)\tPrec@1 26.172 (27.382)\tPrec@5 92.578 (91.482)\n",
            "Epoch: [77][40/663]\tTime 0.273 (0.877)\tData 0.000 (0.596)\tLoss 1.7367 (1.7585)\tPrec@1 27.344 (27.506)\tPrec@5 93.359 (91.311)\n",
            "Epoch: [77][50/663]\tTime 0.282 (0.885)\tData 0.000 (0.604)\tLoss 1.7979 (1.7653)\tPrec@1 29.297 (27.420)\tPrec@5 90.625 (91.039)\n",
            "Epoch: [77][60/663]\tTime 3.334 (0.889)\tData 3.008 (0.607)\tLoss 1.8481 (1.7635)\tPrec@1 23.047 (27.222)\tPrec@5 91.016 (91.176)\n",
            "Epoch: [77][70/663]\tTime 0.264 (0.851)\tData 0.000 (0.570)\tLoss 1.7301 (1.7594)\tPrec@1 30.078 (27.437)\tPrec@5 89.453 (91.291)\n",
            "Epoch: [77][80/663]\tTime 0.695 (0.865)\tData 0.405 (0.582)\tLoss 1.8038 (1.7586)\tPrec@1 23.438 (27.286)\tPrec@5 91.406 (91.344)\n",
            "Epoch: [77][90/663]\tTime 2.633 (0.864)\tData 2.324 (0.580)\tLoss 1.6907 (1.7597)\tPrec@1 32.422 (27.400)\tPrec@5 92.969 (91.260)\n",
            "Epoch: [77][100/663]\tTime 0.273 (0.852)\tData 0.000 (0.569)\tLoss 1.7450 (1.7592)\tPrec@1 27.344 (27.363)\tPrec@5 91.406 (91.217)\n",
            "Epoch: [77][110/663]\tTime 0.284 (0.861)\tData 0.012 (0.576)\tLoss 1.7721 (1.7590)\tPrec@1 28.516 (27.488)\tPrec@5 91.797 (91.230)\n",
            "Epoch: [77][120/663]\tTime 0.873 (0.847)\tData 0.599 (0.561)\tLoss 1.7917 (1.7603)\tPrec@1 25.391 (27.505)\tPrec@5 91.406 (91.203)\n",
            "Epoch: [77][130/663]\tTime 0.272 (0.857)\tData 0.000 (0.571)\tLoss 1.7317 (1.7612)\tPrec@1 29.297 (27.502)\tPrec@5 92.578 (91.224)\n",
            "Epoch: [77][140/663]\tTime 0.268 (0.865)\tData 0.000 (0.579)\tLoss 1.7644 (1.7609)\tPrec@1 23.828 (27.446)\tPrec@5 94.141 (91.265)\n",
            "Epoch: [77][150/663]\tTime 0.271 (0.851)\tData 0.000 (0.566)\tLoss 1.7405 (1.7600)\tPrec@1 27.734 (27.414)\tPrec@5 91.797 (91.313)\n",
            "Epoch: [77][160/663]\tTime 0.262 (0.860)\tData 0.000 (0.572)\tLoss 1.7577 (1.7600)\tPrec@1 26.172 (27.453)\tPrec@5 92.188 (91.280)\n",
            "Epoch: [77][170/663]\tTime 0.328 (0.865)\tData 0.001 (0.577)\tLoss 1.7694 (1.7604)\tPrec@1 28.906 (27.421)\tPrec@5 89.453 (91.239)\n",
            "Epoch: [77][180/663]\tTime 0.282 (0.850)\tData 0.000 (0.563)\tLoss 1.8469 (1.7610)\tPrec@1 28.516 (27.309)\tPrec@5 87.891 (91.225)\n",
            "Epoch: [77][190/663]\tTime 0.349 (0.856)\tData 0.000 (0.568)\tLoss 1.7797 (1.7603)\tPrec@1 21.875 (27.264)\tPrec@5 91.016 (91.218)\n",
            "Epoch: [77][200/663]\tTime 0.311 (0.858)\tData 0.000 (0.570)\tLoss 1.8194 (1.7593)\tPrec@1 26.953 (27.266)\tPrec@5 88.672 (91.216)\n",
            "Epoch: [77][210/663]\tTime 0.267 (0.848)\tData 0.000 (0.559)\tLoss 1.7171 (1.7586)\tPrec@1 27.344 (27.288)\tPrec@5 92.578 (91.238)\n",
            "Epoch: [77][220/663]\tTime 0.269 (0.850)\tData 0.001 (0.560)\tLoss 1.8466 (1.7594)\tPrec@1 24.609 (27.257)\tPrec@5 87.891 (91.214)\n",
            "Epoch: [77][230/663]\tTime 0.266 (0.853)\tData 0.000 (0.564)\tLoss 1.7163 (1.7590)\tPrec@1 28.125 (27.256)\tPrec@5 92.578 (91.249)\n",
            "Epoch: [77][240/663]\tTime 0.372 (0.844)\tData 0.001 (0.555)\tLoss 1.7681 (1.7589)\tPrec@1 27.344 (27.310)\tPrec@5 90.234 (91.273)\n",
            "Epoch: [77][250/663]\tTime 0.276 (0.846)\tData 0.002 (0.556)\tLoss 1.7389 (1.7586)\tPrec@1 29.688 (27.325)\tPrec@5 92.969 (91.274)\n",
            "Epoch: [77][260/663]\tTime 0.274 (0.848)\tData 0.000 (0.557)\tLoss 1.7805 (1.7584)\tPrec@1 25.391 (27.291)\tPrec@5 91.797 (91.291)\n",
            "Epoch: [77][270/663]\tTime 0.270 (0.839)\tData 0.000 (0.548)\tLoss 1.7981 (1.7582)\tPrec@1 23.047 (27.254)\tPrec@5 90.625 (91.305)\n",
            "Epoch: [77][280/663]\tTime 0.283 (0.840)\tData 0.000 (0.548)\tLoss 1.8071 (1.7579)\tPrec@1 20.312 (27.245)\tPrec@5 89.453 (91.323)\n",
            "Epoch: [77][290/663]\tTime 0.273 (0.842)\tData 0.000 (0.551)\tLoss 1.7782 (1.7581)\tPrec@1 30.469 (27.244)\tPrec@5 89.062 (91.330)\n",
            "Epoch: [77][300/663]\tTime 0.271 (0.836)\tData 0.000 (0.544)\tLoss 1.7416 (1.7572)\tPrec@1 26.172 (27.298)\tPrec@5 92.188 (91.365)\n",
            "Epoch: [77][310/663]\tTime 0.290 (0.837)\tData 0.000 (0.546)\tLoss 1.7367 (1.7564)\tPrec@1 26.562 (27.341)\tPrec@5 93.359 (91.409)\n",
            "Epoch: [77][320/663]\tTime 0.271 (0.839)\tData 0.000 (0.548)\tLoss 1.7964 (1.7560)\tPrec@1 25.781 (27.343)\tPrec@5 90.625 (91.415)\n",
            "Epoch: [77][330/663]\tTime 0.290 (0.833)\tData 0.000 (0.541)\tLoss 1.7060 (1.7556)\tPrec@1 27.734 (27.328)\tPrec@5 92.578 (91.445)\n",
            "Epoch: [77][340/663]\tTime 0.348 (0.834)\tData 0.000 (0.542)\tLoss 1.7206 (1.7553)\tPrec@1 35.547 (27.393)\tPrec@5 92.578 (91.461)\n",
            "Epoch: [77][350/663]\tTime 0.266 (0.836)\tData 0.000 (0.543)\tLoss 1.6982 (1.7550)\tPrec@1 30.078 (27.377)\tPrec@5 92.578 (91.465)\n",
            "Epoch: [77][360/663]\tTime 0.279 (0.830)\tData 0.000 (0.538)\tLoss 1.7278 (1.7547)\tPrec@1 28.125 (27.376)\tPrec@5 93.750 (91.472)\n",
            "Epoch: [77][370/663]\tTime 0.292 (0.829)\tData 0.000 (0.537)\tLoss 1.7643 (1.7546)\tPrec@1 26.172 (27.368)\tPrec@5 92.188 (91.463)\n",
            "Epoch: [77][380/663]\tTime 0.262 (0.832)\tData 0.000 (0.540)\tLoss 1.8958 (1.7544)\tPrec@1 25.781 (27.377)\tPrec@5 87.109 (91.494)\n",
            "Epoch: [77][390/663]\tTime 0.330 (0.826)\tData 0.000 (0.534)\tLoss 1.7596 (1.7543)\tPrec@1 22.656 (27.380)\tPrec@5 91.797 (91.493)\n",
            "Epoch: [77][400/663]\tTime 0.287 (0.828)\tData 0.000 (0.535)\tLoss 1.7885 (1.7543)\tPrec@1 23.828 (27.364)\tPrec@5 91.406 (91.515)\n",
            "Epoch: [77][410/663]\tTime 0.410 (0.829)\tData 0.000 (0.536)\tLoss 1.7156 (1.7535)\tPrec@1 27.734 (27.368)\tPrec@5 92.188 (91.535)\n",
            "Epoch: [77][420/663]\tTime 0.308 (0.823)\tData 0.000 (0.530)\tLoss 1.7660 (1.7540)\tPrec@1 22.266 (27.351)\tPrec@5 91.406 (91.507)\n",
            "Epoch: [77][430/663]\tTime 0.281 (0.827)\tData 0.000 (0.533)\tLoss 1.7850 (1.7537)\tPrec@1 25.781 (27.351)\tPrec@5 91.797 (91.522)\n",
            "Epoch: [77][440/663]\tTime 0.287 (0.829)\tData 0.001 (0.536)\tLoss 1.7478 (1.7535)\tPrec@1 23.047 (27.322)\tPrec@5 93.359 (91.524)\n",
            "Epoch: [77][450/663]\tTime 0.267 (0.824)\tData 0.001 (0.531)\tLoss 1.7677 (1.7540)\tPrec@1 23.828 (27.294)\tPrec@5 89.453 (91.519)\n",
            "Epoch: [77][460/663]\tTime 0.270 (0.826)\tData 0.000 (0.532)\tLoss 1.7031 (1.7537)\tPrec@1 30.078 (27.318)\tPrec@5 90.625 (91.509)\n",
            "Epoch: [77][470/663]\tTime 0.284 (0.827)\tData 0.000 (0.533)\tLoss 1.7533 (1.7537)\tPrec@1 25.781 (27.295)\tPrec@5 90.234 (91.515)\n",
            "Epoch: [77][480/663]\tTime 0.275 (0.822)\tData 0.000 (0.529)\tLoss 1.7457 (1.7537)\tPrec@1 28.906 (27.266)\tPrec@5 92.578 (91.509)\n",
            "Epoch: [77][490/663]\tTime 0.278 (0.824)\tData 0.001 (0.530)\tLoss 1.7957 (1.7540)\tPrec@1 26.562 (27.283)\tPrec@5 87.500 (91.495)\n",
            "Epoch: [77][500/663]\tTime 0.265 (0.826)\tData 0.004 (0.531)\tLoss 1.7787 (1.7541)\tPrec@1 21.875 (27.254)\tPrec@5 90.625 (91.490)\n",
            "Epoch: [77][510/663]\tTime 0.271 (0.822)\tData 0.000 (0.528)\tLoss 1.7410 (1.7543)\tPrec@1 30.469 (27.232)\tPrec@5 91.797 (91.481)\n",
            "Epoch: [77][520/663]\tTime 0.347 (0.823)\tData 0.005 (0.529)\tLoss 1.7591 (1.7541)\tPrec@1 25.000 (27.219)\tPrec@5 91.797 (91.483)\n",
            "Epoch: [77][530/663]\tTime 0.265 (0.824)\tData 0.000 (0.530)\tLoss 1.7610 (1.7544)\tPrec@1 28.125 (27.202)\tPrec@5 91.406 (91.464)\n",
            "Epoch: [77][540/663]\tTime 0.272 (0.820)\tData 0.000 (0.526)\tLoss 1.7372 (1.7544)\tPrec@1 26.172 (27.202)\tPrec@5 92.969 (91.467)\n",
            "Epoch: [77][550/663]\tTime 0.296 (0.821)\tData 0.000 (0.527)\tLoss 1.7201 (1.7544)\tPrec@1 27.344 (27.187)\tPrec@5 92.188 (91.474)\n",
            "Epoch: [77][560/663]\tTime 0.267 (0.822)\tData 0.003 (0.528)\tLoss 1.7692 (1.7541)\tPrec@1 25.391 (27.188)\tPrec@5 89.453 (91.480)\n",
            "Epoch: [77][570/663]\tTime 0.277 (0.819)\tData 0.000 (0.525)\tLoss 1.7284 (1.7540)\tPrec@1 28.906 (27.195)\tPrec@5 90.234 (91.478)\n",
            "Epoch: [77][580/663]\tTime 0.299 (0.820)\tData 0.000 (0.525)\tLoss 1.7139 (1.7534)\tPrec@1 30.469 (27.225)\tPrec@5 93.359 (91.492)\n",
            "Epoch: [77][590/663]\tTime 0.298 (0.822)\tData 0.000 (0.527)\tLoss 1.8172 (1.7535)\tPrec@1 25.391 (27.239)\tPrec@5 87.891 (91.468)\n",
            "Epoch: [77][600/663]\tTime 0.281 (0.818)\tData 0.000 (0.524)\tLoss 1.7380 (1.7539)\tPrec@1 29.688 (27.226)\tPrec@5 93.359 (91.465)\n",
            "Epoch: [77][610/663]\tTime 0.266 (0.819)\tData 0.000 (0.525)\tLoss 1.8199 (1.7542)\tPrec@1 22.656 (27.199)\tPrec@5 88.672 (91.464)\n",
            "Epoch: [77][620/663]\tTime 0.272 (0.820)\tData 0.000 (0.526)\tLoss 1.7601 (1.7545)\tPrec@1 23.828 (27.193)\tPrec@5 90.625 (91.456)\n",
            "Epoch: [77][630/663]\tTime 0.275 (0.817)\tData 0.004 (0.522)\tLoss 1.7534 (1.7545)\tPrec@1 31.641 (27.211)\tPrec@5 91.406 (91.455)\n",
            "Epoch: [77][640/663]\tTime 0.278 (0.818)\tData 0.002 (0.524)\tLoss 1.7557 (1.7545)\tPrec@1 27.734 (27.201)\tPrec@5 92.188 (91.456)\n",
            "Epoch: [77][650/663]\tTime 0.286 (0.821)\tData 0.018 (0.527)\tLoss 1.7552 (1.7544)\tPrec@1 28.906 (27.180)\tPrec@5 92.578 (91.476)\n",
            "Epoch: [77][660/663]\tTime 0.285 (0.814)\tData 0.000 (0.520)\tLoss 1.7685 (1.7545)\tPrec@1 24.219 (27.175)\tPrec@5 90.234 (91.479)\n",
            "Test: [0/166]\tTime 4.799 (4.799)\tLoss 2.3584 (2.3584)\tPrec@1 11.328 (11.328)\tPrec@5 70.703 (70.703)\n",
            "Test: [10/166]\tTime 0.303 (1.087)\tLoss 14.7186 (4.5333)\tPrec@1 0.000 (9.695)\tPrec@5 0.000 (59.162)\n",
            "Test: [20/166]\tTime 0.314 (0.986)\tLoss 14.3719 (9.2451)\tPrec@1 0.000 (5.078)\tPrec@5 0.000 (30.990)\n",
            "Test: [30/166]\tTime 2.198 (0.914)\tLoss 3.9614 (10.5626)\tPrec@1 7.812 (3.692)\tPrec@5 74.219 (23.387)\n",
            "Test: [40/166]\tTime 0.325 (0.836)\tLoss 2.1304 (8.5011)\tPrec@1 8.594 (5.326)\tPrec@5 89.453 (39.158)\n",
            "Test: [50/166]\tTime 0.318 (0.846)\tLoss 2.2933 (7.2647)\tPrec@1 7.812 (5.737)\tPrec@5 85.547 (48.445)\n",
            "Test: [60/166]\tTime 1.897 (0.827)\tLoss 2.1937 (6.4346)\tPrec@1 10.156 (6.103)\tPrec@5 89.844 (54.860)\n",
            "Test: [70/166]\tTime 0.353 (0.807)\tLoss 1.4954 (5.7773)\tPrec@1 47.266 (9.579)\tPrec@5 98.828 (60.475)\n",
            "Test: [80/166]\tTime 0.364 (0.816)\tLoss 1.4342 (5.2446)\tPrec@1 46.875 (13.710)\tPrec@5 98.828 (65.287)\n",
            "Test: [90/166]\tTime 1.171 (0.801)\tLoss 1.4130 (4.8278)\tPrec@1 44.141 (16.801)\tPrec@5 99.219 (69.046)\n",
            "Test: [100/166]\tTime 0.303 (0.799)\tLoss 1.4374 (4.4952)\tPrec@1 41.797 (19.466)\tPrec@5 98.828 (72.057)\n",
            "Test: [110/166]\tTime 0.313 (0.799)\tLoss 1.6259 (4.2270)\tPrec@1 18.750 (20.562)\tPrec@5 99.609 (74.511)\n",
            "Test: [120/166]\tTime 0.487 (0.782)\tLoss 1.3887 (3.9982)\tPrec@1 38.281 (21.481)\tPrec@5 99.219 (76.588)\n",
            "Test: [130/166]\tTime 0.313 (0.785)\tLoss 1.4248 (3.8060)\tPrec@1 32.031 (22.146)\tPrec@5 99.609 (78.346)\n",
            "Test: [140/166]\tTime 0.306 (0.789)\tLoss 1.5569 (3.6468)\tPrec@1 25.781 (22.382)\tPrec@5 99.609 (79.837)\n",
            "Test: [150/166]\tTime 0.339 (0.777)\tLoss 1.5862 (3.5112)\tPrec@1 22.656 (22.473)\tPrec@5 99.609 (81.128)\n",
            "Test: [160/166]\tTime 0.276 (0.777)\tLoss 1.9446 (3.4073)\tPrec@1 26.953 (22.593)\tPrec@5 87.891 (81.798)\n",
            " * Prec@1 22.313 Prec@5 81.238\n",
            "Epoch: [78][0/663]\tTime 6.194 (6.194)\tData 5.859 (5.859)\tLoss 1.7613 (1.7613)\tPrec@1 25.781 (25.781)\tPrec@5 94.141 (94.141)\n",
            "Epoch: [78][10/663]\tTime 0.276 (1.099)\tData 0.000 (0.814)\tLoss 1.8558 (1.7498)\tPrec@1 28.516 (28.232)\tPrec@5 85.938 (91.619)\n",
            "Epoch: [78][20/663]\tTime 0.258 (0.982)\tData 0.000 (0.698)\tLoss 1.7357 (1.7532)\tPrec@1 28.516 (27.809)\tPrec@5 93.359 (91.574)\n",
            "Epoch: [78][30/663]\tTime 2.686 (0.927)\tData 2.359 (0.641)\tLoss 1.7644 (1.7567)\tPrec@1 28.125 (27.835)\tPrec@5 87.500 (91.343)\n",
            "Epoch: [78][40/663]\tTime 0.278 (0.844)\tData 0.000 (0.559)\tLoss 1.7709 (1.7584)\tPrec@1 27.344 (27.611)\tPrec@5 91.797 (91.378)\n",
            "Epoch: [78][50/663]\tTime 0.276 (0.852)\tData 0.000 (0.566)\tLoss 1.8004 (1.7574)\tPrec@1 23.828 (27.635)\tPrec@5 89.844 (91.414)\n",
            "Epoch: [78][60/663]\tTime 2.479 (0.847)\tData 2.140 (0.560)\tLoss 1.8477 (1.7600)\tPrec@1 22.656 (27.478)\tPrec@5 90.625 (91.291)\n",
            "Epoch: [78][70/663]\tTime 0.268 (0.819)\tData 0.000 (0.532)\tLoss 1.7225 (1.7580)\tPrec@1 24.609 (27.404)\tPrec@5 92.188 (91.296)\n",
            "Epoch: [78][80/663]\tTime 0.862 (0.829)\tData 0.571 (0.541)\tLoss 1.7409 (1.7584)\tPrec@1 28.125 (27.387)\tPrec@5 91.016 (91.291)\n",
            "Epoch: [78][90/663]\tTime 2.683 (0.827)\tData 2.350 (0.539)\tLoss 1.7389 (1.7596)\tPrec@1 29.297 (27.327)\tPrec@5 89.453 (91.269)\n",
            "Epoch: [78][100/663]\tTime 0.278 (0.808)\tData 0.003 (0.520)\tLoss 1.7964 (1.7585)\tPrec@1 26.562 (27.367)\tPrec@5 89.844 (91.329)\n",
            "Epoch: [78][110/663]\tTime 0.264 (0.820)\tData 0.004 (0.531)\tLoss 1.7685 (1.7601)\tPrec@1 30.469 (27.428)\tPrec@5 91.406 (91.262)\n",
            "Epoch: [78][120/663]\tTime 2.488 (0.819)\tData 2.168 (0.530)\tLoss 1.7842 (1.7611)\tPrec@1 27.344 (27.402)\tPrec@5 90.625 (91.222)\n",
            "Epoch: [78][130/663]\tTime 0.268 (0.809)\tData 0.000 (0.521)\tLoss 1.7744 (1.7617)\tPrec@1 25.391 (27.359)\tPrec@5 91.016 (91.215)\n",
            "Epoch: [78][140/663]\tTime 0.267 (0.815)\tData 0.004 (0.528)\tLoss 1.6289 (1.7602)\tPrec@1 29.688 (27.311)\tPrec@5 96.875 (91.273)\n",
            "Epoch: [78][150/663]\tTime 1.447 (0.809)\tData 1.184 (0.521)\tLoss 1.7763 (1.7602)\tPrec@1 26.953 (27.341)\tPrec@5 91.797 (91.298)\n",
            "Epoch: [78][160/663]\tTime 0.375 (0.807)\tData 0.000 (0.520)\tLoss 1.7181 (1.7592)\tPrec@1 32.812 (27.358)\tPrec@5 92.969 (91.360)\n",
            "Epoch: [78][170/663]\tTime 0.271 (0.811)\tData 0.000 (0.523)\tLoss 1.7121 (1.7581)\tPrec@1 30.469 (27.378)\tPrec@5 92.969 (91.431)\n",
            "Epoch: [78][180/663]\tTime 0.271 (0.800)\tData 0.000 (0.511)\tLoss 1.7282 (1.7581)\tPrec@1 30.078 (27.318)\tPrec@5 90.234 (91.395)\n",
            "Epoch: [78][190/663]\tTime 0.262 (0.807)\tData 0.000 (0.518)\tLoss 1.7366 (1.7578)\tPrec@1 28.125 (27.315)\tPrec@5 95.312 (91.378)\n",
            "Epoch: [78][200/663]\tTime 0.275 (0.814)\tData 0.000 (0.524)\tLoss 1.8134 (1.7588)\tPrec@1 27.734 (27.289)\tPrec@5 87.891 (91.336)\n",
            "Epoch: [78][210/663]\tTime 0.272 (0.805)\tData 0.000 (0.515)\tLoss 1.7712 (1.7586)\tPrec@1 25.000 (27.262)\tPrec@5 88.672 (91.299)\n",
            "Epoch: [78][220/663]\tTime 0.290 (0.811)\tData 0.010 (0.522)\tLoss 1.6990 (1.7593)\tPrec@1 30.859 (27.305)\tPrec@5 94.531 (91.281)\n",
            "Epoch: [78][230/663]\tTime 0.277 (0.817)\tData 0.000 (0.528)\tLoss 1.6858 (1.7593)\tPrec@1 29.297 (27.347)\tPrec@5 91.406 (91.268)\n",
            "Epoch: [78][240/663]\tTime 0.294 (0.810)\tData 0.001 (0.520)\tLoss 1.7936 (1.7589)\tPrec@1 30.078 (27.375)\tPrec@5 89.453 (91.239)\n",
            "Epoch: [78][250/663]\tTime 0.321 (0.815)\tData 0.000 (0.525)\tLoss 1.6923 (1.7588)\tPrec@1 26.172 (27.375)\tPrec@5 94.531 (91.254)\n",
            "Epoch: [78][260/663]\tTime 0.399 (0.820)\tData 0.000 (0.529)\tLoss 1.7529 (1.7584)\tPrec@1 28.125 (27.393)\tPrec@5 90.234 (91.270)\n",
            "Epoch: [78][270/663]\tTime 0.281 (0.813)\tData 0.000 (0.522)\tLoss 1.8121 (1.7581)\tPrec@1 23.828 (27.396)\tPrec@5 89.453 (91.281)\n",
            "Epoch: [78][280/663]\tTime 0.269 (0.818)\tData 0.000 (0.526)\tLoss 1.7576 (1.7585)\tPrec@1 26.172 (27.366)\tPrec@5 92.578 (91.274)\n",
            "Epoch: [78][290/663]\tTime 0.263 (0.822)\tData 0.000 (0.531)\tLoss 1.7650 (1.7584)\tPrec@1 26.562 (27.360)\tPrec@5 89.453 (91.265)\n",
            "Epoch: [78][300/663]\tTime 0.270 (0.817)\tData 0.000 (0.526)\tLoss 1.7036 (1.7581)\tPrec@1 28.125 (27.361)\tPrec@5 92.578 (91.286)\n",
            "Epoch: [78][310/663]\tTime 0.328 (0.820)\tData 0.000 (0.529)\tLoss 1.7351 (1.7580)\tPrec@1 30.469 (27.364)\tPrec@5 92.188 (91.291)\n",
            "Epoch: [78][320/663]\tTime 0.272 (0.825)\tData 0.000 (0.533)\tLoss 1.7407 (1.7574)\tPrec@1 28.125 (27.346)\tPrec@5 91.016 (91.302)\n",
            "Epoch: [78][330/663]\tTime 0.273 (0.819)\tData 0.002 (0.527)\tLoss 1.7199 (1.7564)\tPrec@1 25.000 (27.361)\tPrec@5 94.141 (91.340)\n",
            "Epoch: [78][340/663]\tTime 0.301 (0.822)\tData 0.000 (0.530)\tLoss 1.7673 (1.7564)\tPrec@1 28.125 (27.357)\tPrec@5 91.797 (91.358)\n",
            "Epoch: [78][350/663]\tTime 0.447 (0.825)\tData 0.000 (0.533)\tLoss 1.7471 (1.7561)\tPrec@1 28.125 (27.360)\tPrec@5 90.625 (91.354)\n",
            "Epoch: [78][360/663]\tTime 0.450 (0.819)\tData 0.000 (0.526)\tLoss 1.7066 (1.7557)\tPrec@1 26.562 (27.349)\tPrec@5 90.625 (91.364)\n",
            "Epoch: [78][370/663]\tTime 0.285 (0.822)\tData 0.000 (0.529)\tLoss 1.7458 (1.7552)\tPrec@1 27.344 (27.336)\tPrec@5 92.188 (91.385)\n",
            "Epoch: [78][380/663]\tTime 0.271 (0.825)\tData 0.000 (0.532)\tLoss 1.7130 (1.7552)\tPrec@1 25.000 (27.308)\tPrec@5 93.359 (91.407)\n",
            "Epoch: [78][390/663]\tTime 0.264 (0.820)\tData 0.001 (0.527)\tLoss 1.7481 (1.7556)\tPrec@1 30.469 (27.290)\tPrec@5 90.625 (91.401)\n",
            "Epoch: [78][400/663]\tTime 0.332 (0.822)\tData 0.000 (0.529)\tLoss 1.6519 (1.7551)\tPrec@1 34.375 (27.323)\tPrec@5 94.922 (91.405)\n",
            "Epoch: [78][410/663]\tTime 0.357 (0.825)\tData 0.000 (0.531)\tLoss 1.7612 (1.7549)\tPrec@1 30.469 (27.328)\tPrec@5 91.406 (91.418)\n",
            "Epoch: [78][420/663]\tTime 0.384 (0.819)\tData 0.002 (0.525)\tLoss 1.7816 (1.7545)\tPrec@1 26.562 (27.335)\tPrec@5 89.062 (91.431)\n",
            "Epoch: [78][430/663]\tTime 0.300 (0.822)\tData 0.000 (0.528)\tLoss 1.7329 (1.7547)\tPrec@1 31.250 (27.337)\tPrec@5 91.016 (91.422)\n",
            "Epoch: [78][440/663]\tTime 0.327 (0.824)\tData 0.000 (0.530)\tLoss 1.7220 (1.7541)\tPrec@1 29.297 (27.392)\tPrec@5 92.578 (91.440)\n",
            "Epoch: [78][450/663]\tTime 0.276 (0.820)\tData 0.000 (0.526)\tLoss 1.6843 (1.7548)\tPrec@1 30.469 (27.358)\tPrec@5 94.141 (91.418)\n",
            "Epoch: [78][460/663]\tTime 0.269 (0.822)\tData 0.000 (0.528)\tLoss 1.6991 (1.7548)\tPrec@1 28.906 (27.371)\tPrec@5 93.750 (91.418)\n",
            "Epoch: [78][470/663]\tTime 0.401 (0.824)\tData 0.001 (0.530)\tLoss 1.7405 (1.7546)\tPrec@1 30.859 (27.367)\tPrec@5 90.234 (91.414)\n",
            "Epoch: [78][480/663]\tTime 0.272 (0.819)\tData 0.000 (0.525)\tLoss 1.7541 (1.7549)\tPrec@1 26.172 (27.352)\tPrec@5 91.406 (91.404)\n",
            "Epoch: [78][490/663]\tTime 0.321 (0.821)\tData 0.001 (0.527)\tLoss 1.7133 (1.7549)\tPrec@1 30.078 (27.325)\tPrec@5 90.625 (91.394)\n",
            "Epoch: [78][500/663]\tTime 0.407 (0.823)\tData 0.000 (0.529)\tLoss 1.7437 (1.7547)\tPrec@1 23.438 (27.318)\tPrec@5 92.969 (91.398)\n",
            "Epoch: [78][510/663]\tTime 0.263 (0.819)\tData 0.000 (0.524)\tLoss 1.7173 (1.7543)\tPrec@1 32.031 (27.315)\tPrec@5 91.406 (91.414)\n",
            "Epoch: [78][520/663]\tTime 0.268 (0.820)\tData 0.001 (0.525)\tLoss 1.8531 (1.7544)\tPrec@1 23.047 (27.298)\tPrec@5 87.891 (91.411)\n",
            "Epoch: [78][530/663]\tTime 0.276 (0.823)\tData 0.006 (0.527)\tLoss 1.7505 (1.7545)\tPrec@1 26.172 (27.297)\tPrec@5 93.359 (91.412)\n",
            "Epoch: [78][540/663]\tTime 0.275 (0.818)\tData 0.000 (0.523)\tLoss 1.7089 (1.7549)\tPrec@1 29.688 (27.295)\tPrec@5 92.188 (91.392)\n",
            "Epoch: [78][550/663]\tTime 0.272 (0.820)\tData 0.000 (0.525)\tLoss 1.7687 (1.7546)\tPrec@1 25.781 (27.298)\tPrec@5 91.797 (91.406)\n",
            "Epoch: [78][560/663]\tTime 0.296 (0.822)\tData 0.000 (0.526)\tLoss 1.7834 (1.7546)\tPrec@1 23.047 (27.294)\tPrec@5 88.281 (91.387)\n",
            "Epoch: [78][570/663]\tTime 0.275 (0.819)\tData 0.000 (0.523)\tLoss 1.8069 (1.7547)\tPrec@1 27.734 (27.262)\tPrec@5 91.016 (91.393)\n",
            "Epoch: [78][580/663]\tTime 0.295 (0.821)\tData 0.000 (0.525)\tLoss 1.8268 (1.7545)\tPrec@1 28.125 (27.301)\tPrec@5 87.500 (91.391)\n",
            "Epoch: [78][590/663]\tTime 0.275 (0.823)\tData 0.004 (0.528)\tLoss 1.7446 (1.7544)\tPrec@1 25.781 (27.299)\tPrec@5 91.797 (91.404)\n",
            "Epoch: [78][600/663]\tTime 0.260 (0.820)\tData 0.000 (0.525)\tLoss 1.8519 (1.7543)\tPrec@1 22.656 (27.315)\tPrec@5 89.062 (91.406)\n",
            "Epoch: [78][610/663]\tTime 0.398 (0.822)\tData 0.005 (0.526)\tLoss 1.7775 (1.7542)\tPrec@1 23.828 (27.305)\tPrec@5 90.234 (91.401)\n",
            "Epoch: [78][620/663]\tTime 0.364 (0.823)\tData 0.004 (0.528)\tLoss 1.7440 (1.7543)\tPrec@1 30.859 (27.292)\tPrec@5 89.453 (91.403)\n",
            "Epoch: [78][630/663]\tTime 0.289 (0.820)\tData 0.000 (0.524)\tLoss 1.8426 (1.7543)\tPrec@1 24.609 (27.295)\tPrec@5 91.016 (91.404)\n",
            "Epoch: [78][640/663]\tTime 0.302 (0.822)\tData 0.000 (0.526)\tLoss 1.6631 (1.7538)\tPrec@1 33.203 (27.296)\tPrec@5 91.797 (91.404)\n",
            "Epoch: [78][650/663]\tTime 0.364 (0.824)\tData 0.003 (0.527)\tLoss 1.7754 (1.7539)\tPrec@1 30.859 (27.296)\tPrec@5 88.281 (91.388)\n",
            "Epoch: [78][660/663]\tTime 0.265 (0.816)\tData 0.000 (0.520)\tLoss 1.7642 (1.7537)\tPrec@1 26.953 (27.307)\tPrec@5 90.625 (91.393)\n",
            "Test: [0/166]\tTime 5.663 (5.663)\tLoss 2.1965 (2.1965)\tPrec@1 12.500 (12.500)\tPrec@5 75.781 (75.781)\n",
            "Test: [10/166]\tTime 0.314 (1.066)\tLoss 14.4453 (4.3511)\tPrec@1 0.000 (10.760)\tPrec@5 0.000 (62.678)\n",
            "Test: [20/166]\tTime 0.337 (0.978)\tLoss 14.1013 (9.0251)\tPrec@1 0.000 (5.636)\tPrec@5 0.000 (32.831)\n",
            "Test: [30/166]\tTime 2.821 (0.941)\tLoss 3.7547 (10.3319)\tPrec@1 15.625 (4.322)\tPrec@5 75.000 (24.660)\n",
            "Test: [40/166]\tTime 0.322 (0.857)\tLoss 1.9589 (8.2869)\tPrec@1 18.750 (8.432)\tPrec@5 89.062 (40.206)\n",
            "Test: [50/166]\tTime 0.337 (0.860)\tLoss 2.1258 (7.0627)\tPrec@1 14.844 (9.789)\tPrec@5 85.938 (49.403)\n",
            "Test: [60/166]\tTime 3.065 (0.859)\tLoss 2.0143 (6.2387)\tPrec@1 20.703 (10.976)\tPrec@5 91.016 (55.770)\n",
            "Test: [70/166]\tTime 0.326 (0.827)\tLoss 1.6289 (5.6102)\tPrec@1 19.531 (12.269)\tPrec@5 97.656 (61.218)\n",
            "Test: [80/166]\tTime 0.331 (0.836)\tLoss 1.5610 (5.1136)\tPrec@1 25.781 (13.402)\tPrec@5 98.828 (65.900)\n",
            "Test: [90/166]\tTime 3.029 (0.839)\tLoss 1.5345 (4.7244)\tPrec@1 25.000 (14.187)\tPrec@5 98.828 (69.536)\n",
            "Test: [100/166]\tTime 0.324 (0.817)\tLoss 1.5562 (4.4142)\tPrec@1 25.391 (14.879)\tPrec@5 99.219 (72.474)\n",
            "Test: [110/166]\tTime 0.326 (0.825)\tLoss 1.5202 (4.1535)\tPrec@1 42.578 (16.885)\tPrec@5 100.000 (74.887)\n",
            "Test: [120/166]\tTime 3.253 (0.830)\tLoss 1.2840 (3.9221)\tPrec@1 65.625 (20.274)\tPrec@5 99.609 (76.943)\n",
            "Test: [130/166]\tTime 0.329 (0.813)\tLoss 1.3284 (3.7284)\tPrec@1 60.156 (22.987)\tPrec@5 99.609 (78.677)\n",
            "Test: [140/166]\tTime 0.410 (0.821)\tLoss 1.6284 (3.5738)\tPrec@1 16.016 (23.798)\tPrec@5 99.219 (80.147)\n",
            "Test: [150/166]\tTime 3.014 (0.828)\tLoss 1.6684 (3.4476)\tPrec@1 11.328 (23.205)\tPrec@5 99.609 (81.413)\n",
            "Test: [160/166]\tTime 0.313 (0.817)\tLoss 2.0101 (3.3516)\tPrec@1 19.922 (22.807)\tPrec@5 85.938 (81.971)\n",
            " * Prec@1 22.499 Prec@5 81.438\n",
            "Epoch: [79][0/663]\tTime 6.394 (6.394)\tData 6.054 (6.054)\tLoss 1.7185 (1.7185)\tPrec@1 30.469 (30.469)\tPrec@5 91.406 (91.406)\n",
            "Epoch: [79][10/663]\tTime 0.272 (1.176)\tData 0.000 (0.896)\tLoss 1.7488 (1.7307)\tPrec@1 25.781 (29.474)\tPrec@5 92.578 (92.081)\n",
            "Epoch: [79][20/663]\tTime 0.271 (1.094)\tData 0.000 (0.813)\tLoss 1.7854 (1.7405)\tPrec@1 23.047 (28.218)\tPrec@5 90.625 (91.741)\n",
            "Epoch: [79][30/663]\tTime 4.081 (1.078)\tData 3.757 (0.795)\tLoss 1.7943 (1.7458)\tPrec@1 26.562 (28.012)\tPrec@5 89.453 (91.620)\n",
            "Epoch: [79][40/663]\tTime 0.278 (0.964)\tData 0.002 (0.683)\tLoss 1.7378 (1.7431)\tPrec@1 29.688 (28.106)\tPrec@5 89.844 (91.578)\n",
            "Epoch: [79][50/663]\tTime 0.261 (0.966)\tData 0.000 (0.685)\tLoss 1.7000 (1.7452)\tPrec@1 25.391 (27.865)\tPrec@5 92.578 (91.575)\n",
            "Epoch: [79][60/663]\tTime 3.136 (0.956)\tData 2.813 (0.671)\tLoss 1.7743 (1.7476)\tPrec@1 25.000 (27.613)\tPrec@5 91.016 (91.483)\n",
            "Epoch: [79][70/663]\tTime 0.288 (0.909)\tData 0.003 (0.625)\tLoss 1.7476 (1.7493)\tPrec@1 30.469 (27.503)\tPrec@5 89.844 (91.478)\n",
            "Epoch: [79][80/663]\tTime 0.262 (0.910)\tData 0.000 (0.625)\tLoss 1.6893 (1.7491)\tPrec@1 26.953 (27.479)\tPrec@5 94.922 (91.546)\n",
            "Epoch: [79][90/663]\tTime 2.645 (0.904)\tData 2.315 (0.619)\tLoss 1.7007 (1.7507)\tPrec@1 28.125 (27.297)\tPrec@5 93.750 (91.514)\n",
            "Epoch: [79][100/663]\tTime 0.267 (0.884)\tData 0.000 (0.599)\tLoss 1.6920 (1.7509)\tPrec@1 29.688 (27.336)\tPrec@5 94.141 (91.553)\n",
            "Epoch: [79][110/663]\tTime 0.274 (0.886)\tData 0.000 (0.602)\tLoss 1.7466 (1.7501)\tPrec@1 26.562 (27.372)\tPrec@5 92.969 (91.617)\n",
            "Epoch: [79][120/663]\tTime 0.625 (0.869)\tData 0.362 (0.583)\tLoss 1.7404 (1.7502)\tPrec@1 29.688 (27.412)\tPrec@5 91.797 (91.655)\n",
            "Epoch: [79][130/663]\tTime 0.270 (0.870)\tData 0.000 (0.583)\tLoss 1.7768 (1.7513)\tPrec@1 27.734 (27.353)\tPrec@5 91.406 (91.615)\n",
            "Epoch: [79][140/663]\tTime 0.263 (0.874)\tData 0.000 (0.587)\tLoss 1.7254 (1.7515)\tPrec@1 30.469 (27.391)\tPrec@5 91.016 (91.545)\n",
            "Epoch: [79][150/663]\tTime 0.287 (0.857)\tData 0.000 (0.570)\tLoss 1.7477 (1.7505)\tPrec@1 28.516 (27.458)\tPrec@5 89.844 (91.554)\n",
            "Epoch: [79][160/663]\tTime 0.369 (0.863)\tData 0.000 (0.574)\tLoss 1.7863 (1.7509)\tPrec@1 28.516 (27.453)\tPrec@5 89.453 (91.511)\n",
            "Epoch: [79][170/663]\tTime 0.271 (0.862)\tData 0.000 (0.573)\tLoss 1.7511 (1.7524)\tPrec@1 30.859 (27.355)\tPrec@5 93.359 (91.488)\n",
            "Epoch: [79][180/663]\tTime 0.297 (0.848)\tData 0.001 (0.559)\tLoss 1.7618 (1.7511)\tPrec@1 25.781 (27.346)\tPrec@5 89.844 (91.514)\n",
            "Epoch: [79][190/663]\tTime 0.269 (0.854)\tData 0.000 (0.565)\tLoss 1.7487 (1.7512)\tPrec@1 21.094 (27.319)\tPrec@5 91.016 (91.521)\n",
            "Epoch: [79][200/663]\tTime 0.372 (0.858)\tData 0.002 (0.567)\tLoss 1.8049 (1.7526)\tPrec@1 27.344 (27.301)\tPrec@5 92.188 (91.500)\n",
            "Epoch: [79][210/663]\tTime 0.279 (0.844)\tData 0.000 (0.554)\tLoss 1.7075 (1.7522)\tPrec@1 32.422 (27.366)\tPrec@5 92.578 (91.493)\n",
            "Epoch: [79][220/663]\tTime 0.266 (0.849)\tData 0.000 (0.558)\tLoss 1.7421 (1.7515)\tPrec@1 27.734 (27.420)\tPrec@5 89.062 (91.484)\n",
            "Epoch: [79][230/663]\tTime 0.277 (0.850)\tData 0.000 (0.558)\tLoss 1.6973 (1.7513)\tPrec@1 28.516 (27.389)\tPrec@5 92.578 (91.489)\n",
            "Epoch: [79][240/663]\tTime 0.278 (0.841)\tData 0.000 (0.549)\tLoss 1.7778 (1.7516)\tPrec@1 25.391 (27.355)\tPrec@5 91.406 (91.491)\n",
            "Epoch: [79][250/663]\tTime 0.292 (0.844)\tData 0.000 (0.551)\tLoss 1.6711 (1.7517)\tPrec@1 33.203 (27.341)\tPrec@5 94.141 (91.509)\n",
            "Epoch: [79][260/663]\tTime 0.357 (0.847)\tData 0.004 (0.553)\tLoss 1.7420 (1.7517)\tPrec@1 28.516 (27.371)\tPrec@5 91.406 (91.513)\n",
            "Epoch: [79][270/663]\tTime 0.273 (0.838)\tData 0.000 (0.544)\tLoss 1.7313 (1.7524)\tPrec@1 25.000 (27.282)\tPrec@5 92.578 (91.510)\n",
            "Epoch: [79][280/663]\tTime 0.260 (0.841)\tData 0.000 (0.547)\tLoss 1.7771 (1.7520)\tPrec@1 28.125 (27.288)\tPrec@5 90.625 (91.527)\n",
            "Epoch: [79][290/663]\tTime 0.273 (0.843)\tData 0.000 (0.548)\tLoss 1.7794 (1.7531)\tPrec@1 26.172 (27.216)\tPrec@5 90.234 (91.504)\n",
            "Epoch: [79][300/663]\tTime 0.387 (0.834)\tData 0.000 (0.539)\tLoss 1.7568 (1.7533)\tPrec@1 26.172 (27.228)\tPrec@5 92.969 (91.522)\n",
            "Epoch: [79][310/663]\tTime 0.261 (0.836)\tData 0.000 (0.541)\tLoss 1.7224 (1.7525)\tPrec@1 23.828 (27.240)\tPrec@5 93.359 (91.554)\n",
            "Epoch: [79][320/663]\tTime 0.265 (0.840)\tData 0.000 (0.545)\tLoss 1.6827 (1.7521)\tPrec@1 31.250 (27.228)\tPrec@5 92.578 (91.563)\n",
            "Epoch: [79][330/663]\tTime 0.280 (0.832)\tData 0.000 (0.537)\tLoss 1.7113 (1.7524)\tPrec@1 28.516 (27.254)\tPrec@5 91.406 (91.524)\n",
            "Epoch: [79][340/663]\tTime 0.350 (0.834)\tData 0.000 (0.539)\tLoss 1.7506 (1.7525)\tPrec@1 33.203 (27.237)\tPrec@5 91.406 (91.529)\n",
            "Epoch: [79][350/663]\tTime 0.278 (0.836)\tData 0.000 (0.541)\tLoss 1.7080 (1.7521)\tPrec@1 28.906 (27.194)\tPrec@5 92.578 (91.551)\n",
            "Epoch: [79][360/663]\tTime 0.297 (0.831)\tData 0.003 (0.535)\tLoss 1.7298 (1.7516)\tPrec@1 27.734 (27.201)\tPrec@5 92.969 (91.567)\n",
            "Epoch: [79][370/663]\tTime 0.427 (0.832)\tData 0.000 (0.536)\tLoss 1.7366 (1.7521)\tPrec@1 28.906 (27.225)\tPrec@5 91.797 (91.540)\n",
            "Epoch: [79][380/663]\tTime 0.276 (0.834)\tData 0.000 (0.538)\tLoss 1.7943 (1.7520)\tPrec@1 25.781 (27.225)\tPrec@5 91.406 (91.531)\n",
            "Epoch: [79][390/663]\tTime 0.279 (0.829)\tData 0.002 (0.533)\tLoss 1.6563 (1.7518)\tPrec@1 29.688 (27.223)\tPrec@5 94.141 (91.507)\n",
            "Epoch: [79][400/663]\tTime 0.261 (0.831)\tData 0.000 (0.535)\tLoss 1.6852 (1.7518)\tPrec@1 33.594 (27.238)\tPrec@5 93.750 (91.510)\n",
            "Epoch: [79][410/663]\tTime 0.264 (0.833)\tData 0.000 (0.537)\tLoss 1.7457 (1.7518)\tPrec@1 27.734 (27.218)\tPrec@5 91.406 (91.517)\n",
            "Epoch: [79][420/663]\tTime 0.275 (0.827)\tData 0.000 (0.531)\tLoss 1.7190 (1.7516)\tPrec@1 29.688 (27.233)\tPrec@5 91.797 (91.523)\n",
            "Epoch: [79][430/663]\tTime 0.350 (0.830)\tData 0.000 (0.534)\tLoss 1.7555 (1.7520)\tPrec@1 27.344 (27.250)\tPrec@5 91.406 (91.510)\n",
            "Epoch: [79][440/663]\tTime 0.270 (0.831)\tData 0.000 (0.536)\tLoss 1.6989 (1.7514)\tPrec@1 27.344 (27.237)\tPrec@5 94.531 (91.532)\n",
            "Epoch: [79][450/663]\tTime 0.298 (0.827)\tData 0.004 (0.531)\tLoss 1.7140 (1.7515)\tPrec@1 27.344 (27.228)\tPrec@5 92.969 (91.530)\n",
            "Epoch: [79][460/663]\tTime 0.355 (0.830)\tData 0.000 (0.534)\tLoss 1.7392 (1.7511)\tPrec@1 23.828 (27.231)\tPrec@5 94.141 (91.544)\n",
            "Epoch: [79][470/663]\tTime 0.291 (0.832)\tData 0.000 (0.536)\tLoss 1.8475 (1.7516)\tPrec@1 25.000 (27.211)\tPrec@5 85.547 (91.526)\n",
            "Epoch: [79][480/663]\tTime 0.364 (0.828)\tData 0.004 (0.532)\tLoss 1.8292 (1.7521)\tPrec@1 20.312 (27.221)\tPrec@5 91.406 (91.508)\n",
            "Epoch: [79][490/663]\tTime 0.396 (0.831)\tData 0.001 (0.535)\tLoss 1.7527 (1.7517)\tPrec@1 32.031 (27.246)\tPrec@5 91.406 (91.510)\n",
            "Epoch: [79][500/663]\tTime 0.275 (0.833)\tData 0.001 (0.537)\tLoss 1.6701 (1.7517)\tPrec@1 25.781 (27.242)\tPrec@5 94.141 (91.514)\n",
            "Epoch: [79][510/663]\tTime 0.288 (0.829)\tData 0.000 (0.533)\tLoss 1.7860 (1.7518)\tPrec@1 22.656 (27.215)\tPrec@5 89.453 (91.501)\n",
            "Epoch: [79][520/663]\tTime 0.357 (0.831)\tData 0.000 (0.535)\tLoss 1.7754 (1.7519)\tPrec@1 20.312 (27.231)\tPrec@5 92.188 (91.492)\n",
            "Epoch: [79][530/663]\tTime 0.311 (0.835)\tData 0.000 (0.538)\tLoss 1.7458 (1.7519)\tPrec@1 28.906 (27.253)\tPrec@5 90.625 (91.483)\n",
            "Epoch: [79][540/663]\tTime 0.318 (0.830)\tData 0.000 (0.534)\tLoss 1.7461 (1.7517)\tPrec@1 34.375 (27.285)\tPrec@5 91.406 (91.497)\n",
            "Epoch: [79][550/663]\tTime 0.263 (0.832)\tData 0.000 (0.536)\tLoss 1.7079 (1.7518)\tPrec@1 28.906 (27.288)\tPrec@5 94.141 (91.491)\n",
            "Epoch: [79][560/663]\tTime 0.286 (0.833)\tData 0.000 (0.537)\tLoss 1.7437 (1.7520)\tPrec@1 27.734 (27.291)\tPrec@5 91.797 (91.482)\n",
            "Epoch: [79][570/663]\tTime 0.273 (0.830)\tData 0.001 (0.534)\tLoss 1.7458 (1.7520)\tPrec@1 25.000 (27.307)\tPrec@5 92.578 (91.481)\n",
            "Epoch: [79][580/663]\tTime 0.268 (0.830)\tData 0.000 (0.534)\tLoss 1.8355 (1.7523)\tPrec@1 23.047 (27.318)\tPrec@5 89.062 (91.465)\n",
            "Epoch: [79][590/663]\tTime 0.395 (0.833)\tData 0.002 (0.536)\tLoss 1.8303 (1.7525)\tPrec@1 24.219 (27.301)\tPrec@5 91.406 (91.467)\n",
            "Epoch: [79][600/663]\tTime 0.289 (0.829)\tData 0.000 (0.533)\tLoss 1.7555 (1.7524)\tPrec@1 28.125 (27.289)\tPrec@5 91.406 (91.467)\n",
            "Epoch: [79][610/663]\tTime 0.294 (0.831)\tData 0.000 (0.534)\tLoss 1.7657 (1.7522)\tPrec@1 30.469 (27.307)\tPrec@5 92.578 (91.478)\n",
            "Epoch: [79][620/663]\tTime 0.288 (0.833)\tData 0.000 (0.537)\tLoss 1.8188 (1.7529)\tPrec@1 26.172 (27.292)\tPrec@5 87.891 (91.460)\n",
            "Epoch: [79][630/663]\tTime 0.294 (0.830)\tData 0.000 (0.534)\tLoss 1.7917 (1.7529)\tPrec@1 23.828 (27.271)\tPrec@5 91.016 (91.456)\n",
            "Epoch: [79][640/663]\tTime 0.282 (0.832)\tData 0.000 (0.536)\tLoss 1.7222 (1.7527)\tPrec@1 26.172 (27.264)\tPrec@5 92.188 (91.465)\n",
            "Epoch: [79][650/663]\tTime 0.283 (0.833)\tData 0.004 (0.537)\tLoss 1.7256 (1.7529)\tPrec@1 30.078 (27.250)\tPrec@5 92.578 (91.461)\n",
            "Epoch: [79][660/663]\tTime 0.263 (0.826)\tData 0.000 (0.530)\tLoss 1.7510 (1.7532)\tPrec@1 27.734 (27.236)\tPrec@5 92.969 (91.448)\n",
            "Test: [0/166]\tTime 4.972 (4.972)\tLoss 2.1978 (2.1978)\tPrec@1 24.219 (24.219)\tPrec@5 74.219 (74.219)\n",
            "Test: [10/166]\tTime 0.317 (1.069)\tLoss 14.5559 (4.3717)\tPrec@1 0.000 (18.324)\tPrec@5 0.000 (62.607)\n",
            "Test: [20/166]\tTime 0.433 (0.995)\tLoss 14.2240 (9.0883)\tPrec@1 0.000 (9.598)\tPrec@5 0.000 (32.794)\n",
            "Test: [30/166]\tTime 2.960 (0.963)\tLoss 4.1002 (10.4172)\tPrec@1 2.344 (6.578)\tPrec@5 71.875 (24.534)\n",
            "Test: [40/166]\tTime 0.346 (0.876)\tLoss 2.3033 (8.4342)\tPrec@1 2.734 (5.974)\tPrec@5 82.812 (38.596)\n",
            "Test: [50/166]\tTime 0.306 (0.878)\tLoss 2.4702 (7.2446)\tPrec@1 3.125 (5.453)\tPrec@5 80.469 (47.066)\n",
            "Test: [60/166]\tTime 3.560 (0.887)\tLoss 2.3735 (6.4466)\tPrec@1 5.078 (5.059)\tPrec@5 85.938 (52.958)\n",
            "Test: [70/166]\tTime 0.326 (0.850)\tLoss 1.5514 (5.8020)\tPrec@1 30.469 (7.400)\tPrec@5 97.656 (58.456)\n",
            "Test: [80/166]\tTime 0.314 (0.857)\tLoss 1.4850 (5.2727)\tPrec@1 35.938 (10.335)\tPrec@5 98.828 (63.460)\n",
            "Test: [90/166]\tTime 3.286 (0.861)\tLoss 1.4667 (4.8586)\tPrec@1 30.469 (12.466)\tPrec@5 99.219 (67.368)\n",
            "Test: [100/166]\tTime 0.366 (0.837)\tLoss 1.4865 (4.5282)\tPrec@1 30.859 (14.225)\tPrec@5 98.828 (70.510)\n",
            "Test: [110/166]\tTime 0.324 (0.844)\tLoss 1.4861 (4.2527)\tPrec@1 38.281 (16.498)\tPrec@5 100.000 (73.110)\n",
            "Test: [120/166]\tTime 2.873 (0.846)\tLoss 1.2672 (4.0112)\tPrec@1 62.500 (19.580)\tPrec@5 100.000 (75.316)\n",
            "Test: [130/166]\tTime 0.305 (0.830)\tLoss 1.3097 (3.8088)\tPrec@1 55.078 (22.006)\tPrec@5 100.000 (77.174)\n",
            "Test: [140/166]\tTime 0.416 (0.836)\tLoss 1.5692 (3.6454)\tPrec@1 22.656 (22.939)\tPrec@5 99.219 (78.768)\n",
            "Test: [150/166]\tTime 3.347 (0.841)\tLoss 1.6043 (3.5104)\tPrec@1 17.188 (22.827)\tPrec@5 99.609 (80.145)\n",
            "Test: [160/166]\tTime 0.311 (0.825)\tLoss 2.0880 (3.4124)\tPrec@1 10.547 (22.171)\tPrec@5 83.984 (80.748)\n",
            " * Prec@1 21.867 Prec@5 80.380\n",
            "Epoch: [80][0/663]\tTime 5.374 (5.374)\tData 5.045 (5.045)\tLoss 1.7144 (1.7144)\tPrec@1 30.859 (30.859)\tPrec@5 92.188 (92.188)\n",
            "Epoch: [80][10/663]\tTime 0.269 (1.122)\tData 0.000 (0.836)\tLoss 1.7147 (1.7444)\tPrec@1 28.125 (28.729)\tPrec@5 92.578 (90.803)\n",
            "Epoch: [80][20/663]\tTime 0.269 (1.022)\tData 0.000 (0.735)\tLoss 1.8846 (1.7462)\tPrec@1 23.828 (28.311)\tPrec@5 87.500 (91.313)\n",
            "Epoch: [80][30/663]\tTime 3.502 (0.994)\tData 3.188 (0.709)\tLoss 1.7461 (1.7538)\tPrec@1 25.781 (27.508)\tPrec@5 91.797 (91.053)\n",
            "Epoch: [80][40/663]\tTime 0.276 (0.899)\tData 0.002 (0.614)\tLoss 1.8750 (1.7479)\tPrec@1 27.734 (27.982)\tPrec@5 89.062 (91.454)\n",
            "Epoch: [80][50/663]\tTime 0.279 (0.905)\tData 0.000 (0.619)\tLoss 1.7397 (1.7491)\tPrec@1 29.688 (27.635)\tPrec@5 94.531 (91.621)\n",
            "Epoch: [80][60/663]\tTime 3.734 (0.916)\tData 3.409 (0.631)\tLoss 1.7836 (1.7501)\tPrec@1 24.609 (27.536)\tPrec@5 90.234 (91.611)\n",
            "Epoch: [80][70/663]\tTime 0.277 (0.866)\tData 0.000 (0.582)\tLoss 1.6960 (1.7495)\tPrec@1 25.781 (27.575)\tPrec@5 91.797 (91.615)\n",
            "Epoch: [80][80/663]\tTime 0.268 (0.871)\tData 0.000 (0.587)\tLoss 1.7953 (1.7479)\tPrec@1 24.219 (27.652)\tPrec@5 90.234 (91.647)\n",
            "Epoch: [80][90/663]\tTime 3.340 (0.873)\tData 2.935 (0.587)\tLoss 1.7719 (1.7492)\tPrec@1 23.828 (27.541)\tPrec@5 92.188 (91.638)\n",
            "Epoch: [80][100/663]\tTime 0.266 (0.846)\tData 0.000 (0.560)\tLoss 1.7504 (1.7499)\tPrec@1 26.562 (27.584)\tPrec@5 91.016 (91.658)\n",
            "Epoch: [80][110/663]\tTime 0.392 (0.854)\tData 0.004 (0.566)\tLoss 1.8008 (1.7499)\tPrec@1 30.859 (27.664)\tPrec@5 91.016 (91.631)\n",
            "Epoch: [80][120/663]\tTime 2.288 (0.849)\tData 1.952 (0.562)\tLoss 1.7128 (1.7494)\tPrec@1 26.953 (27.657)\tPrec@5 93.359 (91.661)\n",
            "Epoch: [80][130/663]\tTime 0.352 (0.839)\tData 0.000 (0.552)\tLoss 1.7158 (1.7491)\tPrec@1 25.391 (27.666)\tPrec@5 91.406 (91.651)\n",
            "Epoch: [80][140/663]\tTime 0.271 (0.844)\tData 0.002 (0.557)\tLoss 1.7286 (1.7493)\tPrec@1 27.344 (27.751)\tPrec@5 94.922 (91.625)\n",
            "Epoch: [80][150/663]\tTime 0.974 (0.835)\tData 0.673 (0.549)\tLoss 1.7328 (1.7505)\tPrec@1 26.953 (27.709)\tPrec@5 94.141 (91.598)\n",
            "Epoch: [80][160/663]\tTime 0.286 (0.835)\tData 0.000 (0.548)\tLoss 1.7501 (1.7503)\tPrec@1 21.875 (27.628)\tPrec@5 93.359 (91.583)\n",
            "Epoch: [80][170/663]\tTime 0.269 (0.839)\tData 0.000 (0.553)\tLoss 1.8117 (1.7514)\tPrec@1 26.172 (27.526)\tPrec@5 89.062 (91.539)\n",
            "Epoch: [80][180/663]\tTime 0.759 (0.830)\tData 0.477 (0.543)\tLoss 1.7704 (1.7514)\tPrec@1 25.781 (27.510)\tPrec@5 92.188 (91.551)\n",
            "Epoch: [80][190/663]\tTime 0.289 (0.833)\tData 0.000 (0.545)\tLoss 1.7181 (1.7510)\tPrec@1 32.812 (27.518)\tPrec@5 92.188 (91.564)\n",
            "Epoch: [80][200/663]\tTime 0.268 (0.837)\tData 0.000 (0.548)\tLoss 1.7205 (1.7519)\tPrec@1 28.125 (27.499)\tPrec@5 90.625 (91.521)\n",
            "Epoch: [80][210/663]\tTime 0.267 (0.828)\tData 0.000 (0.539)\tLoss 1.7188 (1.7513)\tPrec@1 34.766 (27.608)\tPrec@5 91.016 (91.541)\n",
            "Epoch: [80][220/663]\tTime 0.280 (0.829)\tData 0.000 (0.539)\tLoss 1.7775 (1.7519)\tPrec@1 25.781 (27.563)\tPrec@5 89.844 (91.525)\n",
            "Epoch: [80][230/663]\tTime 0.262 (0.833)\tData 0.001 (0.543)\tLoss 1.7425 (1.7512)\tPrec@1 28.516 (27.575)\tPrec@5 91.016 (91.555)\n",
            "Epoch: [80][240/663]\tTime 0.275 (0.826)\tData 0.003 (0.537)\tLoss 1.8056 (1.7516)\tPrec@1 23.438 (27.535)\tPrec@5 87.500 (91.560)\n",
            "Epoch: [80][250/663]\tTime 0.280 (0.826)\tData 0.000 (0.536)\tLoss 1.7179 (1.7523)\tPrec@1 30.469 (27.529)\tPrec@5 91.797 (91.531)\n",
            "Epoch: [80][260/663]\tTime 0.257 (0.828)\tData 0.000 (0.539)\tLoss 1.7122 (1.7522)\tPrec@1 28.516 (27.505)\tPrec@5 94.141 (91.554)\n",
            "Epoch: [80][270/663]\tTime 0.266 (0.825)\tData 0.000 (0.536)\tLoss 1.7682 (1.7522)\tPrec@1 26.953 (27.510)\tPrec@5 92.969 (91.550)\n",
            "Epoch: [80][280/663]\tTime 0.274 (0.823)\tData 0.000 (0.534)\tLoss 1.9025 (1.7513)\tPrec@1 21.875 (27.484)\tPrec@5 87.500 (91.580)\n",
            "Epoch: [80][290/663]\tTime 0.354 (0.826)\tData 0.000 (0.537)\tLoss 1.7725 (1.7516)\tPrec@1 31.641 (27.478)\tPrec@5 90.234 (91.563)\n",
            "Epoch: [80][300/663]\tTime 0.266 (0.824)\tData 0.000 (0.535)\tLoss 1.8265 (1.7516)\tPrec@1 23.047 (27.479)\tPrec@5 89.453 (91.568)\n",
            "Epoch: [80][310/663]\tTime 0.301 (0.821)\tData 0.000 (0.533)\tLoss 1.7483 (1.7516)\tPrec@1 28.906 (27.487)\tPrec@5 90.625 (91.544)\n",
            "Epoch: [80][320/663]\tTime 0.283 (0.824)\tData 0.000 (0.536)\tLoss 1.7304 (1.7513)\tPrec@1 22.266 (27.503)\tPrec@5 93.750 (91.544)\n",
            "Epoch: [80][330/663]\tTime 0.294 (0.825)\tData 0.000 (0.536)\tLoss 1.7494 (1.7517)\tPrec@1 24.219 (27.464)\tPrec@5 92.188 (91.537)\n",
            "Epoch: [80][340/663]\tTime 0.308 (0.820)\tData 0.000 (0.531)\tLoss 1.8198 (1.7523)\tPrec@1 25.000 (27.435)\tPrec@5 91.016 (91.523)\n",
            "Epoch: [80][350/663]\tTime 0.323 (0.822)\tData 0.002 (0.532)\tLoss 1.6927 (1.7527)\tPrec@1 29.297 (27.427)\tPrec@5 92.969 (91.516)\n",
            "Epoch: [80][360/663]\tTime 0.262 (0.823)\tData 0.000 (0.532)\tLoss 1.7597 (1.7524)\tPrec@1 27.344 (27.426)\tPrec@5 91.016 (91.524)\n",
            "Epoch: [80][370/663]\tTime 0.287 (0.819)\tData 0.002 (0.528)\tLoss 1.7433 (1.7522)\tPrec@1 30.469 (27.466)\tPrec@5 92.578 (91.516)\n",
            "Epoch: [80][380/663]\tTime 0.286 (0.822)\tData 0.000 (0.531)\tLoss 1.7776 (1.7522)\tPrec@1 25.000 (27.470)\tPrec@5 92.188 (91.501)\n",
            "Epoch: [80][390/663]\tTime 0.278 (0.823)\tData 0.000 (0.532)\tLoss 1.7958 (1.7517)\tPrec@1 25.391 (27.478)\tPrec@5 89.453 (91.521)\n",
            "Epoch: [80][400/663]\tTime 0.283 (0.820)\tData 0.002 (0.530)\tLoss 1.8090 (1.7517)\tPrec@1 24.609 (27.503)\tPrec@5 89.453 (91.524)\n",
            "Epoch: [80][410/663]\tTime 0.316 (0.822)\tData 0.000 (0.531)\tLoss 1.7295 (1.7519)\tPrec@1 26.953 (27.494)\tPrec@5 92.578 (91.508)\n",
            "Epoch: [80][420/663]\tTime 0.266 (0.823)\tData 0.001 (0.532)\tLoss 1.6945 (1.7518)\tPrec@1 26.562 (27.475)\tPrec@5 93.359 (91.527)\n",
            "Epoch: [80][430/663]\tTime 0.271 (0.818)\tData 0.000 (0.528)\tLoss 1.7248 (1.7516)\tPrec@1 29.297 (27.487)\tPrec@5 94.531 (91.545)\n",
            "Epoch: [80][440/663]\tTime 0.292 (0.820)\tData 0.001 (0.529)\tLoss 1.7414 (1.7516)\tPrec@1 28.125 (27.460)\tPrec@5 90.234 (91.548)\n",
            "Epoch: [80][450/663]\tTime 0.261 (0.822)\tData 0.000 (0.531)\tLoss 1.7679 (1.7515)\tPrec@1 23.828 (27.426)\tPrec@5 92.578 (91.553)\n",
            "Epoch: [80][460/663]\tTime 0.358 (0.818)\tData 0.000 (0.527)\tLoss 1.7861 (1.7520)\tPrec@1 26.172 (27.389)\tPrec@5 91.016 (91.555)\n",
            "Epoch: [80][470/663]\tTime 0.283 (0.820)\tData 0.001 (0.529)\tLoss 1.7139 (1.7520)\tPrec@1 25.781 (27.379)\tPrec@5 92.188 (91.547)\n",
            "Epoch: [80][480/663]\tTime 0.279 (0.821)\tData 0.001 (0.530)\tLoss 1.7075 (1.7522)\tPrec@1 29.688 (27.368)\tPrec@5 91.016 (91.551)\n",
            "Epoch: [80][490/663]\tTime 0.369 (0.817)\tData 0.000 (0.526)\tLoss 1.7144 (1.7525)\tPrec@1 32.031 (27.368)\tPrec@5 93.359 (91.522)\n",
            "Epoch: [80][500/663]\tTime 0.296 (0.820)\tData 0.000 (0.529)\tLoss 1.7286 (1.7524)\tPrec@1 25.781 (27.355)\tPrec@5 91.016 (91.529)\n",
            "Epoch: [80][510/663]\tTime 0.263 (0.819)\tData 0.000 (0.528)\tLoss 1.7594 (1.7524)\tPrec@1 30.859 (27.345)\tPrec@5 89.453 (91.531)\n",
            "Epoch: [80][520/663]\tTime 0.271 (0.818)\tData 0.003 (0.527)\tLoss 1.8344 (1.7523)\tPrec@1 26.953 (27.340)\tPrec@5 89.062 (91.534)\n",
            "Epoch: [80][530/663]\tTime 0.272 (0.820)\tData 0.000 (0.529)\tLoss 1.7304 (1.7525)\tPrec@1 26.562 (27.326)\tPrec@5 93.359 (91.526)\n",
            "Epoch: [80][540/663]\tTime 0.275 (0.819)\tData 0.000 (0.527)\tLoss 1.6830 (1.7524)\tPrec@1 31.641 (27.337)\tPrec@5 94.141 (91.512)\n",
            "Epoch: [80][550/663]\tTime 0.287 (0.817)\tData 0.000 (0.526)\tLoss 1.8003 (1.7526)\tPrec@1 26.953 (27.342)\tPrec@5 91.406 (91.512)\n",
            "Epoch: [80][560/663]\tTime 0.351 (0.818)\tData 0.000 (0.527)\tLoss 1.7371 (1.7529)\tPrec@1 27.344 (27.318)\tPrec@5 92.578 (91.508)\n",
            "Epoch: [80][570/663]\tTime 0.266 (0.819)\tData 0.000 (0.528)\tLoss 1.7838 (1.7529)\tPrec@1 29.297 (27.313)\tPrec@5 91.406 (91.514)\n",
            "Epoch: [80][580/663]\tTime 0.265 (0.816)\tData 0.000 (0.525)\tLoss 1.8251 (1.7533)\tPrec@1 28.125 (27.292)\tPrec@5 90.625 (91.507)\n",
            "Epoch: [80][590/663]\tTime 0.309 (0.818)\tData 0.004 (0.526)\tLoss 1.7472 (1.7531)\tPrec@1 28.125 (27.312)\tPrec@5 92.188 (91.511)\n",
            "Epoch: [80][600/663]\tTime 0.294 (0.819)\tData 0.000 (0.527)\tLoss 1.7091 (1.7534)\tPrec@1 26.953 (27.301)\tPrec@5 92.188 (91.498)\n",
            "Epoch: [80][610/663]\tTime 0.291 (0.816)\tData 0.000 (0.524)\tLoss 1.7680 (1.7531)\tPrec@1 29.688 (27.299)\tPrec@5 90.625 (91.489)\n",
            "Epoch: [80][620/663]\tTime 0.274 (0.817)\tData 0.000 (0.526)\tLoss 1.7364 (1.7533)\tPrec@1 30.469 (27.310)\tPrec@5 94.531 (91.483)\n",
            "Epoch: [80][630/663]\tTime 0.273 (0.818)\tData 0.004 (0.526)\tLoss 1.7067 (1.7535)\tPrec@1 25.781 (27.302)\tPrec@5 91.406 (91.471)\n",
            "Epoch: [80][640/663]\tTime 0.281 (0.815)\tData 0.001 (0.523)\tLoss 1.7365 (1.7535)\tPrec@1 27.344 (27.285)\tPrec@5 92.578 (91.487)\n",
            "Epoch: [80][650/663]\tTime 0.275 (0.816)\tData 0.008 (0.524)\tLoss 1.7695 (1.7536)\tPrec@1 28.125 (27.295)\tPrec@5 89.844 (91.478)\n",
            "Epoch: [80][660/663]\tTime 0.261 (0.811)\tData 0.000 (0.519)\tLoss 1.7079 (1.7535)\tPrec@1 27.344 (27.283)\tPrec@5 93.750 (91.484)\n",
            "Test: [0/166]\tTime 4.837 (4.837)\tLoss 2.2116 (2.2116)\tPrec@1 25.000 (25.000)\tPrec@5 78.125 (78.125)\n",
            "Test: [10/166]\tTime 0.318 (1.009)\tLoss 14.5355 (4.3808)\tPrec@1 0.000 (19.212)\tPrec@5 0.000 (65.021)\n",
            "Test: [20/166]\tTime 0.305 (0.943)\tLoss 14.2115 (9.0840)\tPrec@1 0.000 (10.063)\tPrec@5 0.000 (34.059)\n",
            "Test: [30/166]\tTime 3.330 (0.924)\tLoss 4.1998 (10.4122)\tPrec@1 0.781 (6.842)\tPrec@5 71.484 (25.378)\n",
            "Test: [40/166]\tTime 0.328 (0.838)\tLoss 2.4198 (8.4571)\tPrec@1 0.391 (5.554)\tPrec@5 82.031 (38.891)\n",
            "Test: [50/166]\tTime 0.354 (0.839)\tLoss 2.5783 (7.2838)\tPrec@1 1.562 (4.710)\tPrec@5 78.516 (46.944)\n",
            "Test: [60/166]\tTime 3.356 (0.846)\tLoss 2.4865 (6.4973)\tPrec@1 1.562 (4.150)\tPrec@5 85.938 (52.542)\n",
            "Test: [70/166]\tTime 0.339 (0.809)\tLoss 1.5212 (5.8497)\tPrec@1 29.688 (6.360)\tPrec@5 98.047 (58.044)\n",
            "Test: [80/166]\tTime 0.343 (0.813)\tLoss 1.4607 (5.3115)\tPrec@1 37.500 (9.303)\tPrec@5 98.828 (63.137)\n",
            "Test: [90/166]\tTime 2.154 (0.808)\tLoss 1.4416 (4.8905)\tPrec@1 30.469 (11.440)\tPrec@5 99.219 (67.110)\n",
            "Test: [100/166]\tTime 0.335 (0.789)\tLoss 1.4633 (4.5543)\tPrec@1 32.812 (13.335)\tPrec@5 98.828 (70.305)\n",
            "Test: [110/166]\tTime 0.555 (0.788)\tLoss 1.3863 (4.2715)\tPrec@1 45.312 (15.970)\tPrec@5 100.000 (72.927)\n",
            "Test: [120/166]\tTime 2.374 (0.790)\tLoss 1.2024 (4.0223)\tPrec@1 66.016 (19.622)\tPrec@5 100.000 (75.158)\n",
            "Test: [130/166]\tTime 0.340 (0.779)\tLoss 1.2505 (3.8138)\tPrec@1 57.422 (22.400)\tPrec@5 100.000 (77.040)\n",
            "Test: [140/166]\tTime 0.337 (0.780)\tLoss 1.5552 (3.6471)\tPrec@1 22.656 (23.426)\tPrec@5 99.219 (78.649)\n",
            "Test: [150/166]\tTime 1.888 (0.777)\tLoss 1.5940 (3.5112)\tPrec@1 16.016 (23.212)\tPrec@5 99.609 (80.032)\n",
            "Test: [160/166]\tTime 0.310 (0.770)\tLoss 2.2505 (3.4198)\tPrec@1 1.172 (22.261)\tPrec@5 78.125 (80.500)\n",
            " * Prec@1 21.978 Prec@5 80.177\n",
            "Epoch: [81][0/663]\tTime 5.326 (5.326)\tData 5.015 (5.015)\tLoss 1.7906 (1.7906)\tPrec@1 23.438 (23.438)\tPrec@5 90.625 (90.625)\n",
            "Epoch: [81][10/663]\tTime 0.272 (1.072)\tData 0.001 (0.787)\tLoss 1.7334 (1.7613)\tPrec@1 31.250 (27.699)\tPrec@5 92.188 (90.838)\n",
            "Epoch: [81][20/663]\tTime 0.266 (0.964)\tData 0.000 (0.678)\tLoss 1.7415 (1.7593)\tPrec@1 29.688 (27.753)\tPrec@5 89.844 (91.127)\n",
            "Epoch: [81][30/663]\tTime 2.822 (0.930)\tData 2.509 (0.645)\tLoss 1.7035 (1.7506)\tPrec@1 29.297 (28.188)\tPrec@5 91.016 (91.205)\n",
            "Epoch: [81][40/663]\tTime 0.268 (0.841)\tData 0.001 (0.557)\tLoss 1.7604 (1.7516)\tPrec@1 23.828 (27.772)\tPrec@5 92.188 (91.301)\n",
            "Epoch: [81][50/663]\tTime 0.527 (0.839)\tData 0.237 (0.554)\tLoss 1.7464 (1.7528)\tPrec@1 23.438 (27.436)\tPrec@5 92.188 (91.429)\n",
            "Epoch: [81][60/663]\tTime 2.660 (0.833)\tData 2.354 (0.549)\tLoss 1.7849 (1.7533)\tPrec@1 24.609 (27.491)\tPrec@5 89.844 (91.310)\n",
            "Epoch: [81][70/663]\tTime 0.271 (0.810)\tData 0.000 (0.526)\tLoss 1.7457 (1.7525)\tPrec@1 28.516 (27.542)\tPrec@5 93.359 (91.291)\n",
            "Epoch: [81][80/663]\tTime 1.020 (0.818)\tData 0.755 (0.534)\tLoss 1.8452 (1.7525)\tPrec@1 29.297 (27.339)\tPrec@5 88.281 (91.368)\n",
            "Epoch: [81][90/663]\tTime 2.261 (0.813)\tData 1.937 (0.528)\tLoss 1.7576 (1.7521)\tPrec@1 25.781 (27.309)\tPrec@5 89.453 (91.419)\n",
            "Epoch: [81][100/663]\tTime 0.272 (0.793)\tData 0.000 (0.510)\tLoss 1.8070 (1.7516)\tPrec@1 22.656 (27.266)\tPrec@5 92.188 (91.402)\n",
            "Epoch: [81][110/663]\tTime 1.203 (0.802)\tData 0.932 (0.518)\tLoss 1.7859 (1.7526)\tPrec@1 21.484 (27.108)\tPrec@5 89.844 (91.357)\n",
            "Epoch: [81][120/663]\tTime 2.208 (0.798)\tData 1.908 (0.513)\tLoss 1.7582 (1.7536)\tPrec@1 27.344 (26.982)\tPrec@5 90.625 (91.374)\n",
            "Epoch: [81][130/663]\tTime 0.263 (0.786)\tData 0.000 (0.502)\tLoss 1.6866 (1.7532)\tPrec@1 26.172 (27.007)\tPrec@5 92.969 (91.406)\n",
            "Epoch: [81][140/663]\tTime 1.409 (0.791)\tData 1.135 (0.507)\tLoss 1.7020 (1.7542)\tPrec@1 31.250 (27.025)\tPrec@5 93.750 (91.379)\n",
            "Epoch: [81][150/663]\tTime 1.470 (0.789)\tData 1.205 (0.505)\tLoss 1.7368 (1.7547)\tPrec@1 28.516 (27.111)\tPrec@5 91.797 (91.388)\n",
            "Epoch: [81][160/663]\tTime 0.272 (0.783)\tData 0.000 (0.501)\tLoss 1.7096 (1.7543)\tPrec@1 32.422 (27.186)\tPrec@5 94.531 (91.370)\n",
            "Epoch: [81][170/663]\tTime 2.077 (0.789)\tData 1.747 (0.507)\tLoss 1.7303 (1.7542)\tPrec@1 28.125 (27.175)\tPrec@5 89.453 (91.370)\n",
            "Epoch: [81][180/663]\tTime 0.271 (0.785)\tData 0.000 (0.503)\tLoss 1.7425 (1.7533)\tPrec@1 30.859 (27.210)\tPrec@5 93.359 (91.428)\n",
            "Epoch: [81][190/663]\tTime 0.266 (0.783)\tData 0.000 (0.501)\tLoss 1.7544 (1.7543)\tPrec@1 25.391 (27.133)\tPrec@5 92.188 (91.404)\n",
            "Epoch: [81][200/663]\tTime 1.462 (0.788)\tData 1.205 (0.506)\tLoss 1.7507 (1.7541)\tPrec@1 24.609 (27.103)\tPrec@5 92.188 (91.430)\n",
            "Epoch: [81][210/663]\tTime 0.263 (0.789)\tData 0.000 (0.506)\tLoss 1.7450 (1.7550)\tPrec@1 27.344 (27.040)\tPrec@5 90.234 (91.386)\n",
            "Epoch: [81][220/663]\tTime 0.278 (0.782)\tData 0.001 (0.499)\tLoss 1.7594 (1.7546)\tPrec@1 30.469 (27.102)\tPrec@5 89.844 (91.396)\n",
            "Epoch: [81][230/663]\tTime 0.538 (0.787)\tData 0.253 (0.504)\tLoss 1.7748 (1.7541)\tPrec@1 25.391 (27.112)\tPrec@5 91.016 (91.399)\n",
            "Epoch: [81][240/663]\tTime 0.305 (0.790)\tData 0.000 (0.506)\tLoss 1.7058 (1.7538)\tPrec@1 26.172 (27.138)\tPrec@5 93.359 (91.434)\n",
            "Epoch: [81][250/663]\tTime 0.267 (0.782)\tData 0.000 (0.498)\tLoss 1.7310 (1.7541)\tPrec@1 28.516 (27.173)\tPrec@5 92.188 (91.426)\n",
            "Epoch: [81][260/663]\tTime 0.494 (0.787)\tData 0.223 (0.503)\tLoss 1.7032 (1.7534)\tPrec@1 31.250 (27.224)\tPrec@5 92.578 (91.457)\n",
            "Epoch: [81][270/663]\tTime 0.276 (0.790)\tData 0.000 (0.504)\tLoss 1.6846 (1.7533)\tPrec@1 28.125 (27.168)\tPrec@5 93.750 (91.444)\n",
            "Epoch: [81][280/663]\tTime 0.261 (0.784)\tData 0.000 (0.498)\tLoss 1.6858 (1.7525)\tPrec@1 30.078 (27.170)\tPrec@5 93.750 (91.463)\n",
            "Epoch: [81][290/663]\tTime 0.260 (0.788)\tData 0.000 (0.502)\tLoss 1.8746 (1.7526)\tPrec@1 26.953 (27.177)\tPrec@5 89.062 (91.465)\n",
            "Epoch: [81][300/663]\tTime 0.265 (0.791)\tData 0.000 (0.505)\tLoss 1.7481 (1.7524)\tPrec@1 27.734 (27.183)\tPrec@5 92.578 (91.467)\n",
            "Epoch: [81][310/663]\tTime 0.289 (0.784)\tData 0.001 (0.498)\tLoss 1.7267 (1.7528)\tPrec@1 24.219 (27.153)\tPrec@5 92.188 (91.454)\n",
            "Epoch: [81][320/663]\tTime 0.269 (0.787)\tData 0.000 (0.501)\tLoss 1.7703 (1.7526)\tPrec@1 30.859 (27.141)\tPrec@5 89.453 (91.467)\n",
            "Epoch: [81][330/663]\tTime 0.277 (0.790)\tData 0.000 (0.503)\tLoss 1.7263 (1.7524)\tPrec@1 29.297 (27.179)\tPrec@5 90.234 (91.471)\n",
            "Epoch: [81][340/663]\tTime 0.285 (0.784)\tData 0.000 (0.497)\tLoss 1.7158 (1.7521)\tPrec@1 31.641 (27.198)\tPrec@5 91.016 (91.478)\n",
            "Epoch: [81][350/663]\tTime 0.380 (0.786)\tData 0.004 (0.499)\tLoss 1.7668 (1.7522)\tPrec@1 28.516 (27.157)\tPrec@5 89.844 (91.498)\n",
            "Epoch: [81][360/663]\tTime 0.298 (0.790)\tData 0.003 (0.501)\tLoss 1.7607 (1.7521)\tPrec@1 25.781 (27.147)\tPrec@5 92.578 (91.504)\n",
            "Epoch: [81][370/663]\tTime 0.299 (0.783)\tData 0.000 (0.495)\tLoss 1.7139 (1.7518)\tPrec@1 28.125 (27.162)\tPrec@5 91.797 (91.501)\n",
            "Epoch: [81][380/663]\tTime 0.337 (0.787)\tData 0.000 (0.498)\tLoss 1.7560 (1.7514)\tPrec@1 30.469 (27.206)\tPrec@5 90.625 (91.499)\n",
            "Epoch: [81][390/663]\tTime 0.269 (0.788)\tData 0.001 (0.500)\tLoss 1.8173 (1.7519)\tPrec@1 25.000 (27.160)\tPrec@5 90.234 (91.495)\n",
            "Epoch: [81][400/663]\tTime 0.280 (0.783)\tData 0.000 (0.494)\tLoss 1.7714 (1.7521)\tPrec@1 26.953 (27.137)\tPrec@5 90.234 (91.499)\n",
            "Epoch: [81][410/663]\tTime 0.300 (0.785)\tData 0.000 (0.496)\tLoss 1.7643 (1.7516)\tPrec@1 28.906 (27.153)\tPrec@5 91.797 (91.514)\n",
            "Epoch: [81][420/663]\tTime 0.372 (0.788)\tData 0.001 (0.499)\tLoss 1.7256 (1.7515)\tPrec@1 28.125 (27.158)\tPrec@5 94.922 (91.524)\n",
            "Epoch: [81][430/663]\tTime 0.279 (0.783)\tData 0.001 (0.494)\tLoss 1.7377 (1.7516)\tPrec@1 30.859 (27.141)\tPrec@5 91.406 (91.494)\n",
            "Epoch: [81][440/663]\tTime 0.273 (0.785)\tData 0.000 (0.495)\tLoss 1.7286 (1.7513)\tPrec@1 21.875 (27.118)\tPrec@5 92.188 (91.513)\n",
            "Epoch: [81][450/663]\tTime 0.344 (0.787)\tData 0.000 (0.497)\tLoss 1.7568 (1.7514)\tPrec@1 26.172 (27.110)\tPrec@5 92.578 (91.524)\n",
            "Epoch: [81][460/663]\tTime 0.274 (0.783)\tData 0.000 (0.492)\tLoss 1.6771 (1.7512)\tPrec@1 28.125 (27.096)\tPrec@5 92.969 (91.534)\n",
            "Epoch: [81][470/663]\tTime 0.280 (0.784)\tData 0.001 (0.493)\tLoss 1.6987 (1.7510)\tPrec@1 27.344 (27.098)\tPrec@5 93.359 (91.533)\n",
            "Epoch: [81][480/663]\tTime 0.274 (0.786)\tData 0.000 (0.496)\tLoss 1.7790 (1.7513)\tPrec@1 26.562 (27.113)\tPrec@5 89.844 (91.527)\n",
            "Epoch: [81][490/663]\tTime 0.299 (0.782)\tData 0.000 (0.492)\tLoss 1.7334 (1.7516)\tPrec@1 23.828 (27.107)\tPrec@5 93.359 (91.531)\n",
            "Epoch: [81][500/663]\tTime 0.263 (0.784)\tData 0.000 (0.494)\tLoss 1.7733 (1.7520)\tPrec@1 29.297 (27.093)\tPrec@5 90.625 (91.512)\n",
            "Epoch: [81][510/663]\tTime 0.270 (0.786)\tData 0.000 (0.495)\tLoss 1.6770 (1.7518)\tPrec@1 30.469 (27.123)\tPrec@5 93.750 (91.525)\n",
            "Epoch: [81][520/663]\tTime 0.265 (0.782)\tData 0.000 (0.491)\tLoss 1.8099 (1.7521)\tPrec@1 26.953 (27.132)\tPrec@5 88.672 (91.496)\n",
            "Epoch: [81][530/663]\tTime 0.270 (0.783)\tData 0.001 (0.492)\tLoss 1.6719 (1.7521)\tPrec@1 30.078 (27.159)\tPrec@5 93.750 (91.494)\n",
            "Epoch: [81][540/663]\tTime 0.285 (0.785)\tData 0.000 (0.494)\tLoss 1.8080 (1.7522)\tPrec@1 29.297 (27.187)\tPrec@5 87.500 (91.486)\n",
            "Epoch: [81][550/663]\tTime 0.268 (0.782)\tData 0.000 (0.490)\tLoss 1.7479 (1.7526)\tPrec@1 26.172 (27.176)\tPrec@5 90.625 (91.470)\n",
            "Epoch: [81][560/663]\tTime 0.269 (0.783)\tData 0.000 (0.491)\tLoss 1.7287 (1.7526)\tPrec@1 26.953 (27.163)\tPrec@5 91.797 (91.460)\n",
            "Epoch: [81][570/663]\tTime 0.280 (0.785)\tData 0.000 (0.493)\tLoss 1.6361 (1.7526)\tPrec@1 35.156 (27.159)\tPrec@5 92.969 (91.471)\n",
            "Epoch: [81][580/663]\tTime 0.280 (0.782)\tData 0.001 (0.489)\tLoss 1.7196 (1.7523)\tPrec@1 23.438 (27.143)\tPrec@5 92.969 (91.493)\n",
            "Epoch: [81][590/663]\tTime 0.262 (0.784)\tData 0.000 (0.491)\tLoss 1.7876 (1.7525)\tPrec@1 26.172 (27.153)\tPrec@5 91.016 (91.486)\n",
            "Epoch: [81][600/663]\tTime 0.267 (0.785)\tData 0.000 (0.493)\tLoss 1.7960 (1.7530)\tPrec@1 28.516 (27.134)\tPrec@5 90.625 (91.480)\n",
            "Epoch: [81][610/663]\tTime 0.278 (0.782)\tData 0.000 (0.489)\tLoss 1.7622 (1.7533)\tPrec@1 25.391 (27.133)\tPrec@5 90.625 (91.466)\n",
            "Epoch: [81][620/663]\tTime 0.287 (0.783)\tData 0.000 (0.490)\tLoss 1.8398 (1.7532)\tPrec@1 26.562 (27.131)\tPrec@5 88.281 (91.478)\n",
            "Epoch: [81][630/663]\tTime 0.334 (0.785)\tData 0.001 (0.492)\tLoss 1.8006 (1.7533)\tPrec@1 26.562 (27.131)\tPrec@5 90.625 (91.476)\n",
            "Epoch: [81][640/663]\tTime 0.265 (0.782)\tData 0.000 (0.489)\tLoss 1.8536 (1.7536)\tPrec@1 26.172 (27.123)\tPrec@5 86.328 (91.460)\n",
            "Epoch: [81][650/663]\tTime 0.266 (0.784)\tData 0.003 (0.491)\tLoss 1.6790 (1.7534)\tPrec@1 25.781 (27.136)\tPrec@5 94.141 (91.471)\n",
            "Epoch: [81][660/663]\tTime 0.258 (0.778)\tData 0.000 (0.486)\tLoss 1.7947 (1.7534)\tPrec@1 25.781 (27.105)\tPrec@5 92.578 (91.475)\n",
            "Test: [0/166]\tTime 4.649 (4.649)\tLoss 2.1822 (2.1822)\tPrec@1 24.609 (24.609)\tPrec@5 74.219 (74.219)\n",
            "Test: [10/166]\tTime 0.317 (0.966)\tLoss 14.5537 (4.3600)\tPrec@1 0.000 (19.141)\tPrec@5 0.000 (61.719)\n",
            "Test: [20/166]\tTime 0.327 (0.909)\tLoss 14.2218 (9.0804)\tPrec@1 0.000 (10.026)\tPrec@5 0.000 (32.329)\n",
            "Test: [30/166]\tTime 3.058 (0.890)\tLoss 4.1239 (10.4118)\tPrec@1 1.172 (6.830)\tPrec@5 73.438 (24.269)\n",
            "Test: [40/166]\tTime 0.331 (0.815)\tLoss 2.3338 (8.4365)\tPrec@1 1.562 (5.945)\tPrec@5 86.719 (39.224)\n",
            "Test: [50/166]\tTime 0.328 (0.821)\tLoss 2.4926 (7.2517)\tPrec@1 2.734 (5.323)\tPrec@5 84.375 (48.300)\n",
            "Test: [60/166]\tTime 2.807 (0.817)\tLoss 2.4004 (6.4569)\tPrec@1 4.688 (4.848)\tPrec@5 89.453 (54.515)\n",
            "Test: [70/166]\tTime 0.319 (0.782)\tLoss 1.5441 (5.8121)\tPrec@1 28.125 (6.932)\tPrec@5 97.656 (60.013)\n",
            "Test: [80/166]\tTime 0.310 (0.792)\tLoss 1.4858 (5.2814)\tPrec@1 32.422 (9.563)\tPrec@5 98.828 (64.839)\n",
            "Test: [90/166]\tTime 3.325 (0.800)\tLoss 1.4674 (4.8664)\tPrec@1 26.172 (11.371)\tPrec@5 99.219 (68.604)\n",
            "Test: [100/166]\tTime 0.322 (0.778)\tLoss 1.4898 (4.5351)\tPrec@1 27.344 (12.918)\tPrec@5 98.828 (71.631)\n",
            "Test: [110/166]\tTime 0.328 (0.785)\tLoss 1.4479 (4.2569)\tPrec@1 44.922 (15.604)\tPrec@5 100.000 (74.138)\n",
            "Test: [120/166]\tTime 2.910 (0.789)\tLoss 1.2277 (4.0118)\tPrec@1 68.359 (19.431)\tPrec@5 100.000 (76.272)\n",
            "Test: [130/166]\tTime 0.340 (0.773)\tLoss 1.2679 (3.8061)\tPrec@1 65.625 (22.546)\tPrec@5 100.000 (78.068)\n",
            "Test: [140/166]\tTime 0.340 (0.780)\tLoss 1.6027 (3.6424)\tPrec@1 12.109 (23.410)\tPrec@5 99.609 (79.591)\n",
            "Test: [150/166]\tTime 3.234 (0.786)\tLoss 1.6320 (3.5097)\tPrec@1 8.594 (22.545)\tPrec@5 99.609 (80.903)\n",
            "Test: [160/166]\tTime 0.302 (0.773)\tLoss 1.9964 (3.4089)\tPrec@1 21.875 (22.147)\tPrec@5 86.719 (81.524)\n",
            " * Prec@1 21.825 Prec@5 81.030\n",
            "Epoch: [82][0/663]\tTime 5.170 (5.170)\tData 4.834 (4.834)\tLoss 1.6557 (1.6557)\tPrec@1 24.219 (24.219)\tPrec@5 93.359 (93.359)\n",
            "Epoch: [82][10/663]\tTime 0.277 (1.035)\tData 0.000 (0.751)\tLoss 1.7047 (1.7407)\tPrec@1 23.828 (27.024)\tPrec@5 92.969 (91.726)\n",
            "Epoch: [82][20/663]\tTime 0.286 (0.960)\tData 0.000 (0.675)\tLoss 1.7269 (1.7486)\tPrec@1 27.344 (28.255)\tPrec@5 91.406 (91.146)\n",
            "Epoch: [82][30/663]\tTime 3.771 (0.946)\tData 3.449 (0.660)\tLoss 1.8039 (1.7535)\tPrec@1 20.703 (27.167)\tPrec@5 89.453 (91.406)\n",
            "Epoch: [82][40/663]\tTime 0.285 (0.876)\tData 0.000 (0.592)\tLoss 1.8251 (1.7534)\tPrec@1 30.859 (27.439)\tPrec@5 89.062 (91.521)\n",
            "Epoch: [82][50/663]\tTime 0.267 (0.871)\tData 0.000 (0.586)\tLoss 1.7523 (1.7517)\tPrec@1 26.953 (27.420)\tPrec@5 92.578 (91.644)\n",
            "Epoch: [82][60/663]\tTime 3.556 (0.875)\tData 3.142 (0.587)\tLoss 1.7806 (1.7518)\tPrec@1 30.078 (27.273)\tPrec@5 90.625 (91.701)\n",
            "Epoch: [82][70/663]\tTime 0.265 (0.841)\tData 0.001 (0.554)\tLoss 1.7145 (1.7537)\tPrec@1 35.547 (27.465)\tPrec@5 93.750 (91.599)\n",
            "Epoch: [82][80/663]\tTime 0.346 (0.851)\tData 0.000 (0.562)\tLoss 1.7271 (1.7523)\tPrec@1 24.609 (27.209)\tPrec@5 92.969 (91.681)\n",
            "Epoch: [82][90/663]\tTime 3.242 (0.854)\tData 2.927 (0.565)\tLoss 1.8381 (1.7513)\tPrec@1 25.391 (27.318)\tPrec@5 87.500 (91.660)\n",
            "Epoch: [82][100/663]\tTime 0.267 (0.831)\tData 0.000 (0.543)\tLoss 1.7409 (1.7516)\tPrec@1 27.734 (27.305)\tPrec@5 89.062 (91.588)\n",
            "Epoch: [82][110/663]\tTime 0.276 (0.840)\tData 0.002 (0.551)\tLoss 1.7805 (1.7524)\tPrec@1 28.125 (27.305)\tPrec@5 91.016 (91.529)\n",
            "Epoch: [82][120/663]\tTime 2.653 (0.840)\tData 2.303 (0.551)\tLoss 1.7646 (1.7527)\tPrec@1 28.516 (27.331)\tPrec@5 92.578 (91.484)\n",
            "Epoch: [82][130/663]\tTime 0.277 (0.827)\tData 0.000 (0.539)\tLoss 1.7107 (1.7515)\tPrec@1 29.688 (27.508)\tPrec@5 94.141 (91.508)\n",
            "Epoch: [82][140/663]\tTime 0.268 (0.834)\tData 0.004 (0.546)\tLoss 1.7645 (1.7530)\tPrec@1 24.609 (27.466)\tPrec@5 92.188 (91.442)\n",
            "Epoch: [82][150/663]\tTime 2.950 (0.839)\tData 2.614 (0.551)\tLoss 1.7747 (1.7528)\tPrec@1 30.078 (27.442)\tPrec@5 90.625 (91.497)\n",
            "Epoch: [82][160/663]\tTime 0.266 (0.831)\tData 0.001 (0.544)\tLoss 1.8069 (1.7543)\tPrec@1 29.688 (27.339)\tPrec@5 90.234 (91.421)\n",
            "Epoch: [82][170/663]\tTime 0.306 (0.838)\tData 0.005 (0.551)\tLoss 1.7125 (1.7544)\tPrec@1 30.078 (27.289)\tPrec@5 92.188 (91.402)\n",
            "Epoch: [82][180/663]\tTime 2.890 (0.840)\tData 2.566 (0.553)\tLoss 1.7628 (1.7551)\tPrec@1 30.469 (27.227)\tPrec@5 91.406 (91.385)\n",
            "Epoch: [82][190/663]\tTime 0.278 (0.833)\tData 0.000 (0.546)\tLoss 1.7674 (1.7539)\tPrec@1 26.562 (27.262)\tPrec@5 90.234 (91.416)\n",
            "Epoch: [82][200/663]\tTime 0.266 (0.840)\tData 0.001 (0.553)\tLoss 1.6926 (1.7531)\tPrec@1 27.344 (27.293)\tPrec@5 92.969 (91.418)\n",
            "Epoch: [82][210/663]\tTime 2.377 (0.840)\tData 2.056 (0.552)\tLoss 1.7396 (1.7529)\tPrec@1 27.734 (27.288)\tPrec@5 94.141 (91.449)\n",
            "Epoch: [82][220/663]\tTime 0.280 (0.834)\tData 0.000 (0.545)\tLoss 1.8196 (1.7534)\tPrec@1 24.609 (27.314)\tPrec@5 89.062 (91.413)\n",
            "Epoch: [82][230/663]\tTime 0.269 (0.840)\tData 0.000 (0.551)\tLoss 1.7444 (1.7537)\tPrec@1 25.781 (27.244)\tPrec@5 91.016 (91.427)\n",
            "Epoch: [82][240/663]\tTime 2.457 (0.838)\tData 2.113 (0.549)\tLoss 1.6973 (1.7535)\tPrec@1 26.953 (27.256)\tPrec@5 93.750 (91.426)\n",
            "Epoch: [82][250/663]\tTime 0.299 (0.835)\tData 0.000 (0.546)\tLoss 1.7970 (1.7532)\tPrec@1 26.953 (27.278)\tPrec@5 89.453 (91.433)\n",
            "Epoch: [82][260/663]\tTime 0.262 (0.840)\tData 0.000 (0.551)\tLoss 1.7334 (1.7535)\tPrec@1 28.125 (27.281)\tPrec@5 91.406 (91.412)\n",
            "Epoch: [82][270/663]\tTime 1.444 (0.836)\tData 1.168 (0.548)\tLoss 1.7524 (1.7535)\tPrec@1 28.125 (27.311)\tPrec@5 89.062 (91.431)\n",
            "Epoch: [82][280/663]\tTime 0.324 (0.835)\tData 0.005 (0.547)\tLoss 1.7554 (1.7526)\tPrec@1 28.516 (27.320)\tPrec@5 92.188 (91.452)\n",
            "Epoch: [82][290/663]\tTime 0.271 (0.837)\tData 0.001 (0.549)\tLoss 1.7950 (1.7531)\tPrec@1 25.391 (27.332)\tPrec@5 90.234 (91.442)\n",
            "Epoch: [82][300/663]\tTime 1.066 (0.832)\tData 0.766 (0.544)\tLoss 1.7277 (1.7534)\tPrec@1 30.078 (27.324)\tPrec@5 92.578 (91.423)\n",
            "Epoch: [82][310/663]\tTime 0.269 (0.833)\tData 0.000 (0.545)\tLoss 1.7147 (1.7532)\tPrec@1 26.562 (27.345)\tPrec@5 93.359 (91.435)\n",
            "Epoch: [82][320/663]\tTime 0.279 (0.837)\tData 0.000 (0.548)\tLoss 1.7426 (1.7533)\tPrec@1 22.266 (27.338)\tPrec@5 92.188 (91.426)\n",
            "Epoch: [82][330/663]\tTime 0.297 (0.829)\tData 0.004 (0.539)\tLoss 1.7421 (1.7532)\tPrec@1 25.781 (27.301)\tPrec@5 92.188 (91.429)\n",
            "Epoch: [82][340/663]\tTime 0.271 (0.832)\tData 0.000 (0.542)\tLoss 1.7709 (1.7537)\tPrec@1 31.641 (27.288)\tPrec@5 89.453 (91.418)\n",
            "Epoch: [82][350/663]\tTime 0.274 (0.837)\tData 0.000 (0.547)\tLoss 1.7753 (1.7541)\tPrec@1 26.172 (27.276)\tPrec@5 90.625 (91.406)\n",
            "Epoch: [82][360/663]\tTime 0.307 (0.830)\tData 0.000 (0.540)\tLoss 1.8098 (1.7543)\tPrec@1 23.438 (27.229)\tPrec@5 88.281 (91.391)\n",
            "Epoch: [82][370/663]\tTime 0.283 (0.833)\tData 0.000 (0.543)\tLoss 1.7520 (1.7543)\tPrec@1 28.516 (27.206)\tPrec@5 91.406 (91.402)\n",
            "Epoch: [82][380/663]\tTime 0.307 (0.836)\tData 0.000 (0.546)\tLoss 1.7685 (1.7543)\tPrec@1 25.781 (27.207)\tPrec@5 92.578 (91.404)\n",
            "Epoch: [82][390/663]\tTime 0.273 (0.830)\tData 0.000 (0.539)\tLoss 1.8373 (1.7544)\tPrec@1 27.734 (27.240)\tPrec@5 86.719 (91.381)\n",
            "Epoch: [82][400/663]\tTime 0.287 (0.833)\tData 0.000 (0.542)\tLoss 1.6273 (1.7535)\tPrec@1 29.297 (27.257)\tPrec@5 94.141 (91.410)\n",
            "Epoch: [82][410/663]\tTime 0.326 (0.836)\tData 0.000 (0.545)\tLoss 1.7887 (1.7537)\tPrec@1 26.172 (27.237)\tPrec@5 92.969 (91.411)\n",
            "Epoch: [82][420/663]\tTime 0.307 (0.830)\tData 0.000 (0.539)\tLoss 1.7593 (1.7534)\tPrec@1 28.516 (27.247)\tPrec@5 92.969 (91.435)\n",
            "Epoch: [82][430/663]\tTime 0.365 (0.834)\tData 0.000 (0.542)\tLoss 1.7558 (1.7532)\tPrec@1 26.562 (27.246)\tPrec@5 92.578 (91.452)\n",
            "Epoch: [82][440/663]\tTime 0.391 (0.838)\tData 0.005 (0.545)\tLoss 1.6724 (1.7528)\tPrec@1 26.953 (27.267)\tPrec@5 94.922 (91.474)\n",
            "Epoch: [82][450/663]\tTime 0.270 (0.833)\tData 0.000 (0.540)\tLoss 1.7632 (1.7530)\tPrec@1 27.344 (27.268)\tPrec@5 91.406 (91.466)\n",
            "Epoch: [82][460/663]\tTime 0.272 (0.835)\tData 0.000 (0.543)\tLoss 1.7580 (1.7533)\tPrec@1 25.391 (27.237)\tPrec@5 90.234 (91.459)\n",
            "Epoch: [82][470/663]\tTime 0.291 (0.838)\tData 0.001 (0.546)\tLoss 1.7572 (1.7532)\tPrec@1 26.562 (27.273)\tPrec@5 91.406 (91.467)\n",
            "Epoch: [82][480/663]\tTime 0.261 (0.834)\tData 0.002 (0.542)\tLoss 1.6893 (1.7528)\tPrec@1 25.781 (27.260)\tPrec@5 93.750 (91.481)\n",
            "Epoch: [82][490/663]\tTime 0.273 (0.837)\tData 0.000 (0.544)\tLoss 1.7408 (1.7530)\tPrec@1 24.219 (27.263)\tPrec@5 92.188 (91.477)\n",
            "Epoch: [82][500/663]\tTime 0.267 (0.839)\tData 0.000 (0.546)\tLoss 1.7772 (1.7530)\tPrec@1 21.875 (27.285)\tPrec@5 89.062 (91.451)\n",
            "Epoch: [82][510/663]\tTime 0.293 (0.835)\tData 0.000 (0.542)\tLoss 1.7448 (1.7535)\tPrec@1 27.344 (27.280)\tPrec@5 93.359 (91.438)\n",
            "Epoch: [82][520/663]\tTime 0.336 (0.838)\tData 0.000 (0.544)\tLoss 1.7860 (1.7534)\tPrec@1 26.562 (27.270)\tPrec@5 89.844 (91.431)\n",
            "Epoch: [82][530/663]\tTime 0.295 (0.841)\tData 0.000 (0.547)\tLoss 1.8059 (1.7535)\tPrec@1 26.172 (27.282)\tPrec@5 90.234 (91.436)\n",
            "Epoch: [82][540/663]\tTime 0.315 (0.836)\tData 0.000 (0.542)\tLoss 1.7164 (1.7533)\tPrec@1 29.297 (27.302)\tPrec@5 91.406 (91.439)\n",
            "Epoch: [82][550/663]\tTime 0.280 (0.839)\tData 0.003 (0.544)\tLoss 1.7346 (1.7532)\tPrec@1 26.562 (27.293)\tPrec@5 91.016 (91.442)\n",
            "Epoch: [82][560/663]\tTime 0.261 (0.840)\tData 0.000 (0.545)\tLoss 1.7353 (1.7533)\tPrec@1 25.391 (27.266)\tPrec@5 92.969 (91.443)\n",
            "Epoch: [82][570/663]\tTime 0.280 (0.836)\tData 0.000 (0.541)\tLoss 1.7246 (1.7536)\tPrec@1 28.125 (27.242)\tPrec@5 92.188 (91.437)\n",
            "Epoch: [82][580/663]\tTime 0.290 (0.838)\tData 0.001 (0.543)\tLoss 1.7567 (1.7532)\tPrec@1 28.906 (27.248)\tPrec@5 91.406 (91.453)\n",
            "Epoch: [82][590/663]\tTime 0.265 (0.840)\tData 0.000 (0.545)\tLoss 1.7851 (1.7536)\tPrec@1 28.125 (27.248)\tPrec@5 91.016 (91.443)\n",
            "Epoch: [82][600/663]\tTime 0.364 (0.836)\tData 0.000 (0.541)\tLoss 1.7628 (1.7535)\tPrec@1 28.125 (27.237)\tPrec@5 89.453 (91.439)\n",
            "Epoch: [82][610/663]\tTime 0.266 (0.838)\tData 0.001 (0.543)\tLoss 1.7072 (1.7533)\tPrec@1 26.562 (27.249)\tPrec@5 93.750 (91.448)\n",
            "Epoch: [82][620/663]\tTime 0.266 (0.840)\tData 0.000 (0.544)\tLoss 1.6850 (1.7535)\tPrec@1 28.906 (27.239)\tPrec@5 92.969 (91.454)\n",
            "Epoch: [82][630/663]\tTime 0.278 (0.837)\tData 0.000 (0.541)\tLoss 1.7872 (1.7534)\tPrec@1 25.781 (27.234)\tPrec@5 89.453 (91.451)\n",
            "Epoch: [82][640/663]\tTime 0.269 (0.838)\tData 0.000 (0.542)\tLoss 1.7378 (1.7536)\tPrec@1 23.438 (27.226)\tPrec@5 92.188 (91.442)\n",
            "Epoch: [82][650/663]\tTime 0.307 (0.840)\tData 0.017 (0.543)\tLoss 1.7033 (1.7535)\tPrec@1 26.953 (27.242)\tPrec@5 94.531 (91.456)\n",
            "Epoch: [82][660/663]\tTime 0.265 (0.832)\tData 0.000 (0.537)\tLoss 1.7391 (1.7535)\tPrec@1 29.297 (27.242)\tPrec@5 92.578 (91.445)\n",
            "Test: [0/166]\tTime 4.878 (4.878)\tLoss 2.3696 (2.3696)\tPrec@1 13.281 (13.281)\tPrec@5 71.875 (71.875)\n",
            "Test: [10/166]\tTime 0.342 (1.095)\tLoss 14.5618 (4.5159)\tPrec@1 0.000 (10.582)\tPrec@5 0.000 (60.476)\n",
            "Test: [20/166]\tTime 0.311 (1.085)\tLoss 14.2301 (9.1652)\tPrec@1 0.000 (5.543)\tPrec@5 0.000 (31.678)\n",
            "Test: [30/166]\tTime 3.956 (1.083)\tLoss 3.9679 (10.4654)\tPrec@1 10.938 (4.108)\tPrec@5 73.438 (23.828)\n",
            "Test: [40/166]\tTime 0.313 (1.001)\tLoss 2.1648 (8.4362)\tPrec@1 11.328 (6.707)\tPrec@5 87.500 (39.072)\n",
            "Test: [50/166]\tTime 0.325 (0.996)\tLoss 2.3312 (7.2209)\tPrec@1 10.938 (7.483)\tPrec@5 84.766 (48.146)\n",
            "Test: [60/166]\tTime 2.920 (0.979)\tLoss 2.2278 (6.4044)\tPrec@1 14.844 (8.197)\tPrec@5 89.453 (54.444)\n",
            "Test: [70/166]\tTime 0.327 (0.947)\tLoss 1.6878 (5.7693)\tPrec@1 15.625 (9.138)\tPrec@5 97.656 (59.969)\n",
            "Test: [80/166]\tTime 0.315 (0.963)\tLoss 1.6264 (5.2614)\tPrec@1 20.703 (10.069)\tPrec@5 98.047 (64.757)\n",
            "Test: [90/166]\tTime 3.955 (0.975)\tLoss 1.6019 (4.8639)\tPrec@1 15.234 (10.706)\tPrec@5 98.828 (68.505)\n",
            "Test: [100/166]\tTime 0.332 (0.951)\tLoss 1.6275 (4.5466)\tPrec@1 17.969 (11.270)\tPrec@5 98.438 (71.496)\n",
            "Test: [110/166]\tTime 0.335 (0.964)\tLoss 1.4559 (4.2738)\tPrec@1 39.844 (13.236)\tPrec@5 100.000 (74.004)\n",
            "Test: [120/166]\tTime 3.354 (0.969)\tLoss 1.2529 (4.0290)\tPrec@1 61.328 (16.613)\tPrec@5 100.000 (76.143)\n",
            "Test: [130/166]\tTime 0.352 (0.954)\tLoss 1.2965 (3.8238)\tPrec@1 58.984 (19.361)\tPrec@5 100.000 (77.946)\n",
            "Test: [140/166]\tTime 0.330 (0.964)\tLoss 1.4504 (3.6544)\tPrec@1 33.984 (20.897)\tPrec@5 99.609 (79.507)\n",
            "Test: [150/166]\tTime 4.096 (0.969)\tLoss 1.4798 (3.5110)\tPrec@1 26.953 (21.769)\tPrec@5 100.000 (80.854)\n",
            "Test: [160/166]\tTime 0.326 (0.953)\tLoss 2.0855 (3.4107)\tPrec@1 10.547 (21.436)\tPrec@5 86.328 (81.485)\n",
            " * Prec@1 21.080 Prec@5 81.016\n",
            "Epoch: [83][0/663]\tTime 7.189 (7.189)\tData 6.859 (6.859)\tLoss 1.7272 (1.7272)\tPrec@1 28.125 (28.125)\tPrec@5 92.188 (92.188)\n",
            "Epoch: [83][10/663]\tTime 0.299 (1.233)\tData 0.000 (0.947)\tLoss 1.7172 (1.7383)\tPrec@1 28.125 (28.516)\tPrec@5 94.922 (91.974)\n",
            "Epoch: [83][20/663]\tTime 0.263 (1.164)\tData 0.000 (0.877)\tLoss 1.7377 (1.7378)\tPrec@1 25.391 (28.571)\tPrec@5 92.578 (92.150)\n",
            "Epoch: [83][30/663]\tTime 4.698 (1.138)\tData 4.337 (0.850)\tLoss 1.7599 (1.7470)\tPrec@1 27.344 (28.087)\tPrec@5 91.406 (91.872)\n",
            "Epoch: [83][40/663]\tTime 0.273 (1.016)\tData 0.000 (0.730)\tLoss 1.7002 (1.7451)\tPrec@1 32.031 (27.772)\tPrec@5 92.578 (91.959)\n",
            "Epoch: [83][50/663]\tTime 0.264 (1.015)\tData 0.000 (0.725)\tLoss 1.7265 (1.7462)\tPrec@1 30.078 (27.834)\tPrec@5 92.578 (91.904)\n",
            "Epoch: [83][60/663]\tTime 4.030 (1.012)\tData 3.704 (0.723)\tLoss 1.7958 (1.7494)\tPrec@1 26.562 (27.734)\tPrec@5 90.625 (91.752)\n",
            "Epoch: [83][70/663]\tTime 0.280 (0.961)\tData 0.000 (0.671)\tLoss 1.7798 (1.7488)\tPrec@1 28.125 (27.778)\tPrec@5 90.625 (91.775)\n",
            "Epoch: [83][80/663]\tTime 0.275 (0.969)\tData 0.001 (0.679)\tLoss 1.7995 (1.7479)\tPrec@1 28.125 (27.879)\tPrec@5 88.672 (91.705)\n",
            "Epoch: [83][90/663]\tTime 3.969 (0.977)\tData 3.629 (0.686)\tLoss 1.7212 (1.7477)\tPrec@1 28.125 (27.825)\tPrec@5 92.578 (91.720)\n",
            "Epoch: [83][100/663]\tTime 0.275 (0.945)\tData 0.000 (0.655)\tLoss 1.7115 (1.7476)\tPrec@1 25.781 (27.684)\tPrec@5 94.141 (91.812)\n",
            "Epoch: [83][110/663]\tTime 0.283 (0.952)\tData 0.003 (0.662)\tLoss 1.7476 (1.7495)\tPrec@1 27.734 (27.527)\tPrec@5 91.797 (91.709)\n",
            "Epoch: [83][120/663]\tTime 3.882 (0.955)\tData 3.548 (0.665)\tLoss 1.7153 (1.7507)\tPrec@1 25.781 (27.334)\tPrec@5 92.578 (91.648)\n",
            "Epoch: [83][130/663]\tTime 0.300 (0.933)\tData 0.000 (0.643)\tLoss 1.7467 (1.7506)\tPrec@1 27.734 (27.347)\tPrec@5 92.188 (91.660)\n",
            "Epoch: [83][140/663]\tTime 0.881 (0.937)\tData 0.587 (0.647)\tLoss 1.8041 (1.7500)\tPrec@1 30.078 (27.291)\tPrec@5 90.234 (91.664)\n",
            "Epoch: [83][150/663]\tTime 3.086 (0.935)\tData 2.716 (0.646)\tLoss 1.7044 (1.7516)\tPrec@1 30.078 (27.352)\tPrec@5 94.141 (91.655)\n",
            "Epoch: [83][160/663]\tTime 0.261 (0.917)\tData 0.000 (0.628)\tLoss 1.7786 (1.7536)\tPrec@1 30.469 (27.252)\tPrec@5 91.406 (91.554)\n",
            "Epoch: [83][170/663]\tTime 0.334 (0.921)\tData 0.000 (0.630)\tLoss 1.7420 (1.7536)\tPrec@1 30.469 (27.314)\tPrec@5 92.578 (91.562)\n",
            "Epoch: [83][180/663]\tTime 3.941 (0.924)\tData 3.625 (0.633)\tLoss 1.7751 (1.7541)\tPrec@1 27.734 (27.337)\tPrec@5 91.406 (91.572)\n",
            "Epoch: [83][190/663]\tTime 0.312 (0.909)\tData 0.000 (0.619)\tLoss 1.7140 (1.7547)\tPrec@1 33.203 (27.417)\tPrec@5 93.359 (91.531)\n",
            "Epoch: [83][200/663]\tTime 0.328 (0.915)\tData 0.001 (0.624)\tLoss 1.7323 (1.7556)\tPrec@1 33.984 (27.418)\tPrec@5 94.141 (91.523)\n",
            "Epoch: [83][210/663]\tTime 3.986 (0.919)\tData 3.649 (0.627)\tLoss 1.7645 (1.7551)\tPrec@1 23.828 (27.422)\tPrec@5 92.969 (91.558)\n",
            "Epoch: [83][220/663]\tTime 0.265 (0.904)\tData 0.000 (0.613)\tLoss 1.6452 (1.7550)\tPrec@1 30.469 (27.439)\tPrec@5 93.359 (91.535)\n",
            "Epoch: [83][230/663]\tTime 0.282 (0.908)\tData 0.000 (0.617)\tLoss 1.7681 (1.7546)\tPrec@1 27.734 (27.449)\tPrec@5 91.016 (91.533)\n",
            "Epoch: [83][240/663]\tTime 3.675 (0.911)\tData 3.297 (0.618)\tLoss 1.7630 (1.7535)\tPrec@1 24.219 (27.467)\tPrec@5 93.359 (91.570)\n",
            "Epoch: [83][250/663]\tTime 0.269 (0.901)\tData 0.000 (0.607)\tLoss 1.7412 (1.7536)\tPrec@1 24.219 (27.471)\tPrec@5 92.578 (91.556)\n",
            "Epoch: [83][260/663]\tTime 0.279 (0.902)\tData 0.000 (0.608)\tLoss 1.7582 (1.7535)\tPrec@1 26.172 (27.484)\tPrec@5 89.453 (91.510)\n",
            "Epoch: [83][270/663]\tTime 3.575 (0.904)\tData 3.247 (0.610)\tLoss 1.8546 (1.7539)\tPrec@1 23.828 (27.478)\tPrec@5 86.328 (91.490)\n",
            "Epoch: [83][280/663]\tTime 0.270 (0.895)\tData 0.001 (0.601)\tLoss 1.8003 (1.7545)\tPrec@1 26.562 (27.445)\tPrec@5 89.453 (91.459)\n",
            "Epoch: [83][290/663]\tTime 0.287 (0.898)\tData 0.000 (0.603)\tLoss 1.7416 (1.7544)\tPrec@1 28.906 (27.452)\tPrec@5 90.625 (91.444)\n",
            "Epoch: [83][300/663]\tTime 3.677 (0.900)\tData 3.341 (0.605)\tLoss 1.8276 (1.7549)\tPrec@1 25.781 (27.455)\tPrec@5 88.672 (91.417)\n",
            "Epoch: [83][310/663]\tTime 0.274 (0.891)\tData 0.002 (0.597)\tLoss 1.7207 (1.7548)\tPrec@1 28.906 (27.478)\tPrec@5 92.188 (91.408)\n",
            "Epoch: [83][320/663]\tTime 0.335 (0.894)\tData 0.000 (0.600)\tLoss 1.7369 (1.7545)\tPrec@1 29.297 (27.476)\tPrec@5 92.188 (91.427)\n",
            "Epoch: [83][330/663]\tTime 3.795 (0.897)\tData 3.440 (0.602)\tLoss 1.8047 (1.7551)\tPrec@1 25.000 (27.431)\tPrec@5 90.625 (91.405)\n",
            "Epoch: [83][340/663]\tTime 0.268 (0.890)\tData 0.000 (0.595)\tLoss 1.7380 (1.7550)\tPrec@1 27.344 (27.448)\tPrec@5 91.797 (91.406)\n",
            "Epoch: [83][350/663]\tTime 0.294 (0.891)\tData 0.000 (0.596)\tLoss 1.7790 (1.7556)\tPrec@1 21.484 (27.404)\tPrec@5 91.797 (91.390)\n",
            "Epoch: [83][360/663]\tTime 3.606 (0.894)\tData 3.263 (0.598)\tLoss 1.8145 (1.7559)\tPrec@1 19.531 (27.369)\tPrec@5 89.453 (91.381)\n",
            "Epoch: [83][370/663]\tTime 0.264 (0.887)\tData 0.000 (0.592)\tLoss 1.8194 (1.7561)\tPrec@1 23.828 (27.330)\tPrec@5 90.625 (91.394)\n",
            "Epoch: [83][380/663]\tTime 0.283 (0.889)\tData 0.000 (0.593)\tLoss 1.7173 (1.7562)\tPrec@1 26.953 (27.322)\tPrec@5 91.016 (91.384)\n",
            "Epoch: [83][390/663]\tTime 3.581 (0.890)\tData 3.243 (0.594)\tLoss 1.6979 (1.7561)\tPrec@1 34.375 (27.308)\tPrec@5 94.922 (91.395)\n",
            "Epoch: [83][400/663]\tTime 0.285 (0.883)\tData 0.000 (0.587)\tLoss 1.8711 (1.7561)\tPrec@1 23.047 (27.332)\tPrec@5 89.453 (91.392)\n",
            "Epoch: [83][410/663]\tTime 0.278 (0.885)\tData 0.000 (0.589)\tLoss 1.7760 (1.7556)\tPrec@1 26.953 (27.331)\tPrec@5 89.453 (91.425)\n",
            "Epoch: [83][420/663]\tTime 3.794 (0.887)\tData 3.457 (0.591)\tLoss 1.7436 (1.7559)\tPrec@1 26.172 (27.293)\tPrec@5 92.188 (91.423)\n",
            "Epoch: [83][430/663]\tTime 0.273 (0.881)\tData 0.000 (0.584)\tLoss 1.7820 (1.7557)\tPrec@1 25.000 (27.292)\tPrec@5 90.234 (91.424)\n",
            "Epoch: [83][440/663]\tTime 0.365 (0.882)\tData 0.000 (0.585)\tLoss 1.7129 (1.7552)\tPrec@1 27.734 (27.299)\tPrec@5 92.578 (91.435)\n",
            "Epoch: [83][450/663]\tTime 2.879 (0.882)\tData 2.566 (0.586)\tLoss 1.7720 (1.7552)\tPrec@1 23.828 (27.283)\tPrec@5 89.844 (91.430)\n",
            "Epoch: [83][460/663]\tTime 0.384 (0.877)\tData 0.000 (0.580)\tLoss 1.8225 (1.7553)\tPrec@1 23.047 (27.291)\tPrec@5 91.016 (91.437)\n",
            "Epoch: [83][470/663]\tTime 0.286 (0.878)\tData 0.000 (0.581)\tLoss 1.8046 (1.7558)\tPrec@1 25.000 (27.252)\tPrec@5 90.625 (91.432)\n",
            "Epoch: [83][480/663]\tTime 3.166 (0.879)\tData 2.825 (0.582)\tLoss 1.7703 (1.7557)\tPrec@1 24.609 (27.254)\tPrec@5 91.406 (91.443)\n",
            "Epoch: [83][490/663]\tTime 0.371 (0.874)\tData 0.000 (0.577)\tLoss 1.7428 (1.7556)\tPrec@1 28.125 (27.248)\tPrec@5 92.188 (91.439)\n",
            "Epoch: [83][500/663]\tTime 0.316 (0.875)\tData 0.000 (0.578)\tLoss 1.7448 (1.7548)\tPrec@1 26.562 (27.265)\tPrec@5 92.188 (91.466)\n",
            "Epoch: [83][510/663]\tTime 3.608 (0.876)\tData 3.277 (0.579)\tLoss 1.8115 (1.7549)\tPrec@1 25.000 (27.230)\tPrec@5 91.406 (91.470)\n",
            "Epoch: [83][520/663]\tTime 0.280 (0.871)\tData 0.000 (0.574)\tLoss 1.7928 (1.7547)\tPrec@1 25.391 (27.213)\tPrec@5 91.016 (91.480)\n",
            "Epoch: [83][530/663]\tTime 0.301 (0.873)\tData 0.000 (0.576)\tLoss 1.8023 (1.7550)\tPrec@1 28.125 (27.188)\tPrec@5 91.406 (91.472)\n",
            "Epoch: [83][540/663]\tTime 3.075 (0.874)\tData 2.746 (0.577)\tLoss 1.7997 (1.7551)\tPrec@1 28.516 (27.204)\tPrec@5 91.406 (91.473)\n",
            "Epoch: [83][550/663]\tTime 0.279 (0.869)\tData 0.000 (0.572)\tLoss 1.6824 (1.7545)\tPrec@1 27.734 (27.213)\tPrec@5 93.750 (91.485)\n",
            "Epoch: [83][560/663]\tTime 0.271 (0.871)\tData 0.007 (0.574)\tLoss 1.7402 (1.7540)\tPrec@1 30.859 (27.246)\tPrec@5 91.406 (91.484)\n",
            "Epoch: [83][570/663]\tTime 3.228 (0.871)\tData 2.906 (0.575)\tLoss 1.7643 (1.7540)\tPrec@1 27.734 (27.232)\tPrec@5 92.578 (91.493)\n",
            "Epoch: [83][580/663]\tTime 0.279 (0.867)\tData 0.000 (0.570)\tLoss 1.7143 (1.7537)\tPrec@1 27.734 (27.232)\tPrec@5 93.750 (91.523)\n",
            "Epoch: [83][590/663]\tTime 0.281 (0.868)\tData 0.000 (0.571)\tLoss 1.7663 (1.7535)\tPrec@1 28.516 (27.236)\tPrec@5 89.844 (91.521)\n",
            "Epoch: [83][600/663]\tTime 3.494 (0.869)\tData 3.187 (0.572)\tLoss 1.8272 (1.7535)\tPrec@1 24.219 (27.248)\tPrec@5 88.281 (91.519)\n",
            "Epoch: [83][610/663]\tTime 0.281 (0.864)\tData 0.000 (0.567)\tLoss 1.7629 (1.7538)\tPrec@1 25.391 (27.231)\tPrec@5 91.797 (91.507)\n",
            "Epoch: [83][620/663]\tTime 0.265 (0.865)\tData 0.000 (0.568)\tLoss 1.7881 (1.7541)\tPrec@1 27.344 (27.227)\tPrec@5 90.625 (91.496)\n",
            "Epoch: [83][630/663]\tTime 3.288 (0.866)\tData 2.985 (0.569)\tLoss 1.7281 (1.7540)\tPrec@1 26.172 (27.222)\tPrec@5 92.969 (91.498)\n",
            "Epoch: [83][640/663]\tTime 0.277 (0.862)\tData 0.000 (0.565)\tLoss 1.6624 (1.7540)\tPrec@1 28.125 (27.255)\tPrec@5 95.312 (91.496)\n",
            "Epoch: [83][650/663]\tTime 0.274 (0.862)\tData 0.005 (0.565)\tLoss 1.7511 (1.7539)\tPrec@1 27.344 (27.255)\tPrec@5 90.625 (91.504)\n",
            "Epoch: [83][660/663]\tTime 0.391 (0.856)\tData 0.136 (0.560)\tLoss 1.7670 (1.7537)\tPrec@1 27.344 (27.269)\tPrec@5 91.797 (91.511)\n",
            "Test: [0/166]\tTime 5.256 (5.256)\tLoss 2.2200 (2.2200)\tPrec@1 19.531 (19.531)\tPrec@5 73.047 (73.047)\n",
            "Test: [10/166]\tTime 0.324 (1.047)\tLoss 14.6192 (4.4031)\tPrec@1 0.000 (15.838)\tPrec@5 0.000 (61.115)\n",
            "Test: [20/166]\tTime 0.412 (0.975)\tLoss 14.2765 (9.1309)\tPrec@1 0.000 (8.296)\tPrec@5 0.000 (32.013)\n",
            "Test: [30/166]\tTime 3.302 (0.952)\tLoss 4.0387 (10.4602)\tPrec@1 8.984 (5.910)\tPrec@5 72.266 (24.017)\n",
            "Test: [40/166]\tTime 0.313 (0.891)\tLoss 2.2285 (8.4475)\tPrec@1 8.984 (7.231)\tPrec@5 83.984 (38.586)\n",
            "Test: [50/166]\tTime 0.338 (0.905)\tLoss 2.3960 (7.2406)\tPrec@1 7.812 (7.460)\tPrec@5 82.422 (47.365)\n",
            "Test: [60/166]\tTime 3.347 (0.914)\tLoss 2.2932 (6.4306)\tPrec@1 11.328 (7.787)\tPrec@5 87.891 (53.484)\n",
            "Test: [70/166]\tTime 0.341 (0.875)\tLoss 1.7243 (5.7984)\tPrec@1 9.375 (8.280)\tPrec@5 97.266 (58.940)\n",
            "Test: [80/166]\tTime 0.432 (0.886)\tLoss 1.6516 (5.2909)\tPrec@1 14.453 (8.816)\tPrec@5 98.438 (63.836)\n",
            "Test: [90/166]\tTime 3.186 (0.894)\tLoss 1.6185 (4.8925)\tPrec@1 10.938 (9.182)\tPrec@5 98.828 (67.677)\n",
            "Test: [100/166]\tTime 0.310 (0.869)\tLoss 1.6479 (4.5747)\tPrec@1 12.891 (9.495)\tPrec@5 98.438 (70.726)\n",
            "Test: [110/166]\tTime 0.371 (0.879)\tLoss 1.3537 (4.2955)\tPrec@1 64.062 (12.750)\tPrec@5 100.000 (73.307)\n",
            "Test: [120/166]\tTime 3.511 (0.892)\tLoss 1.1622 (4.0411)\tPrec@1 81.250 (18.095)\tPrec@5 100.000 (75.507)\n",
            "Test: [130/166]\tTime 0.345 (0.877)\tLoss 1.2151 (3.8283)\tPrec@1 78.516 (22.346)\tPrec@5 100.000 (77.365)\n",
            "Test: [140/166]\tTime 0.449 (0.887)\tLoss 1.6597 (3.6629)\tPrec@1 4.297 (23.471)\tPrec@5 99.609 (78.917)\n",
            "Test: [150/166]\tTime 3.609 (0.893)\tLoss 1.6960 (3.5328)\tPrec@1 2.344 (22.152)\tPrec@5 98.828 (80.251)\n",
            "Test: [160/166]\tTime 0.297 (0.877)\tLoss 1.9893 (3.4314)\tPrec@1 20.312 (21.698)\tPrec@5 87.500 (80.920)\n",
            " * Prec@1 21.431 Prec@5 80.533\n",
            "Epoch: [84][0/663]\tTime 6.955 (6.955)\tData 6.620 (6.620)\tLoss 1.6846 (1.6846)\tPrec@1 26.562 (26.562)\tPrec@5 93.750 (93.750)\n",
            "Epoch: [84][10/663]\tTime 0.274 (1.215)\tData 0.000 (0.934)\tLoss 1.8030 (1.7690)\tPrec@1 29.297 (26.918)\tPrec@5 90.234 (91.619)\n",
            "Epoch: [84][20/663]\tTime 0.283 (1.120)\tData 0.000 (0.835)\tLoss 1.7839 (1.7719)\tPrec@1 29.688 (27.307)\tPrec@5 91.406 (91.276)\n",
            "Epoch: [84][30/663]\tTime 3.575 (1.061)\tData 3.251 (0.775)\tLoss 1.7383 (1.7656)\tPrec@1 30.859 (27.356)\tPrec@5 92.969 (91.318)\n",
            "Epoch: [84][40/663]\tTime 0.277 (0.969)\tData 0.000 (0.685)\tLoss 1.8118 (1.7628)\tPrec@1 24.609 (27.220)\tPrec@5 87.109 (91.206)\n",
            "Epoch: [84][50/663]\tTime 0.483 (0.982)\tData 0.164 (0.696)\tLoss 1.7794 (1.7589)\tPrec@1 24.219 (27.099)\tPrec@5 90.234 (91.376)\n",
            "Epoch: [84][60/663]\tTime 2.471 (0.969)\tData 2.145 (0.684)\tLoss 1.7221 (1.7559)\tPrec@1 27.734 (26.998)\tPrec@5 90.625 (91.566)\n",
            "Epoch: [84][70/663]\tTime 0.270 (0.947)\tData 0.000 (0.662)\tLoss 1.7186 (1.7550)\tPrec@1 28.516 (27.157)\tPrec@5 89.844 (91.610)\n",
            "Epoch: [84][80/663]\tTime 3.111 (0.955)\tData 2.713 (0.669)\tLoss 1.7351 (1.7546)\tPrec@1 25.781 (27.045)\tPrec@5 92.578 (91.652)\n",
            "Epoch: [84][90/663]\tTime 0.266 (0.923)\tData 0.000 (0.635)\tLoss 1.7029 (1.7530)\tPrec@1 28.516 (27.018)\tPrec@5 92.188 (91.664)\n",
            "Epoch: [84][100/663]\tTime 0.264 (0.933)\tData 0.001 (0.644)\tLoss 1.7566 (1.7524)\tPrec@1 26.562 (26.911)\tPrec@5 91.797 (91.681)\n",
            "Epoch: [84][110/663]\tTime 3.734 (0.940)\tData 3.429 (0.651)\tLoss 1.6718 (1.7516)\tPrec@1 32.812 (26.978)\tPrec@5 92.969 (91.719)\n",
            "Epoch: [84][120/663]\tTime 0.282 (0.918)\tData 0.000 (0.630)\tLoss 1.7753 (1.7510)\tPrec@1 27.734 (27.047)\tPrec@5 91.797 (91.732)\n",
            "Epoch: [84][130/663]\tTime 0.272 (0.930)\tData 0.000 (0.641)\tLoss 1.7401 (1.7513)\tPrec@1 22.656 (26.959)\tPrec@5 92.578 (91.716)\n",
            "Epoch: [84][140/663]\tTime 3.651 (0.936)\tData 3.290 (0.647)\tLoss 1.7461 (1.7516)\tPrec@1 28.906 (26.914)\tPrec@5 91.406 (91.697)\n",
            "Epoch: [84][150/663]\tTime 0.279 (0.918)\tData 0.000 (0.629)\tLoss 1.7733 (1.7515)\tPrec@1 31.641 (26.943)\tPrec@5 89.844 (91.691)\n",
            "Epoch: [84][160/663]\tTime 0.341 (0.926)\tData 0.000 (0.637)\tLoss 1.7198 (1.7538)\tPrec@1 28.516 (26.924)\tPrec@5 91.406 (91.598)\n",
            "Epoch: [84][170/663]\tTime 3.050 (0.926)\tData 2.711 (0.637)\tLoss 1.7329 (1.7534)\tPrec@1 25.781 (26.997)\tPrec@5 90.625 (91.594)\n",
            "Epoch: [84][180/663]\tTime 0.265 (0.914)\tData 0.000 (0.624)\tLoss 1.8236 (1.7527)\tPrec@1 25.391 (27.083)\tPrec@5 89.844 (91.633)\n",
            "Epoch: [84][190/663]\tTime 0.270 (0.921)\tData 0.000 (0.631)\tLoss 1.7874 (1.7530)\tPrec@1 21.875 (27.119)\tPrec@5 89.453 (91.590)\n",
            "Epoch: [84][200/663]\tTime 4.498 (0.929)\tData 4.136 (0.638)\tLoss 1.7610 (1.7525)\tPrec@1 23.047 (27.134)\tPrec@5 91.797 (91.601)\n",
            "Epoch: [84][210/663]\tTime 0.270 (0.915)\tData 0.000 (0.625)\tLoss 1.7554 (1.7527)\tPrec@1 26.562 (27.053)\tPrec@5 91.016 (91.578)\n",
            "Epoch: [84][220/663]\tTime 0.356 (0.920)\tData 0.000 (0.628)\tLoss 1.8294 (1.7524)\tPrec@1 25.781 (27.038)\tPrec@5 87.891 (91.560)\n",
            "Epoch: [84][230/663]\tTime 3.665 (0.920)\tData 3.316 (0.627)\tLoss 1.7226 (1.7531)\tPrec@1 27.734 (27.029)\tPrec@5 93.359 (91.536)\n",
            "Epoch: [84][240/663]\tTime 0.263 (0.909)\tData 0.000 (0.615)\tLoss 1.7968 (1.7527)\tPrec@1 25.000 (27.018)\tPrec@5 91.016 (91.568)\n",
            "Epoch: [84][250/663]\tTime 0.264 (0.914)\tData 0.000 (0.621)\tLoss 1.8012 (1.7528)\tPrec@1 26.953 (26.975)\tPrec@5 91.406 (91.563)\n",
            "Epoch: [84][260/663]\tTime 4.439 (0.918)\tData 4.115 (0.624)\tLoss 1.7464 (1.7526)\tPrec@1 26.172 (27.007)\tPrec@5 92.578 (91.554)\n",
            "Epoch: [84][270/663]\tTime 0.262 (0.909)\tData 0.000 (0.616)\tLoss 1.7651 (1.7525)\tPrec@1 26.562 (27.001)\tPrec@5 91.797 (91.591)\n",
            "Epoch: [84][280/663]\tTime 0.305 (0.913)\tData 0.005 (0.619)\tLoss 1.7861 (1.7526)\tPrec@1 26.953 (26.935)\tPrec@5 88.672 (91.576)\n",
            "Epoch: [84][290/663]\tTime 3.817 (0.916)\tData 3.491 (0.622)\tLoss 1.7542 (1.7524)\tPrec@1 24.219 (26.886)\tPrec@5 91.797 (91.591)\n",
            "Epoch: [84][300/663]\tTime 0.307 (0.908)\tData 0.002 (0.613)\tLoss 1.7575 (1.7523)\tPrec@1 26.172 (26.882)\tPrec@5 91.797 (91.598)\n",
            "Epoch: [84][310/663]\tTime 0.286 (0.911)\tData 0.000 (0.616)\tLoss 1.8196 (1.7524)\tPrec@1 24.609 (26.910)\tPrec@5 89.062 (91.596)\n",
            "Epoch: [84][320/663]\tTime 3.620 (0.914)\tData 3.189 (0.619)\tLoss 1.7932 (1.7529)\tPrec@1 25.781 (26.872)\tPrec@5 90.625 (91.574)\n",
            "Epoch: [84][330/663]\tTime 0.292 (0.907)\tData 0.000 (0.612)\tLoss 1.7388 (1.7534)\tPrec@1 26.172 (26.871)\tPrec@5 93.359 (91.566)\n",
            "Epoch: [84][340/663]\tTime 0.330 (0.910)\tData 0.002 (0.615)\tLoss 1.7305 (1.7538)\tPrec@1 28.906 (26.867)\tPrec@5 90.625 (91.556)\n",
            "Epoch: [84][350/663]\tTime 3.939 (0.913)\tData 3.607 (0.618)\tLoss 1.8021 (1.7544)\tPrec@1 22.266 (26.849)\tPrec@5 89.453 (91.544)\n",
            "Epoch: [84][360/663]\tTime 0.274 (0.906)\tData 0.000 (0.611)\tLoss 1.7311 (1.7545)\tPrec@1 24.609 (26.848)\tPrec@5 93.750 (91.533)\n",
            "Epoch: [84][370/663]\tTime 0.359 (0.910)\tData 0.001 (0.615)\tLoss 1.7451 (1.7546)\tPrec@1 29.297 (26.839)\tPrec@5 91.797 (91.536)\n",
            "Epoch: [84][380/663]\tTime 4.382 (0.912)\tData 4.034 (0.617)\tLoss 1.7931 (1.7544)\tPrec@1 21.875 (26.849)\tPrec@5 91.016 (91.544)\n",
            "Epoch: [84][390/663]\tTime 0.292 (0.905)\tData 0.000 (0.610)\tLoss 1.7821 (1.7546)\tPrec@1 25.391 (26.832)\tPrec@5 91.406 (91.541)\n",
            "Epoch: [84][400/663]\tTime 0.278 (0.909)\tData 0.000 (0.614)\tLoss 1.7219 (1.7543)\tPrec@1 28.516 (26.855)\tPrec@5 93.750 (91.553)\n",
            "Epoch: [84][410/663]\tTime 3.900 (0.911)\tData 3.552 (0.616)\tLoss 1.7381 (1.7540)\tPrec@1 27.344 (26.896)\tPrec@5 90.234 (91.557)\n",
            "Epoch: [84][420/663]\tTime 0.288 (0.905)\tData 0.000 (0.609)\tLoss 1.7929 (1.7548)\tPrec@1 25.781 (26.886)\tPrec@5 88.672 (91.535)\n",
            "Epoch: [84][430/663]\tTime 0.279 (0.908)\tData 0.000 (0.612)\tLoss 1.7778 (1.7549)\tPrec@1 29.297 (26.891)\tPrec@5 89.844 (91.526)\n",
            "Epoch: [84][440/663]\tTime 3.997 (0.911)\tData 3.679 (0.616)\tLoss 1.7150 (1.7554)\tPrec@1 28.125 (26.879)\tPrec@5 93.359 (91.518)\n",
            "Epoch: [84][450/663]\tTime 0.283 (0.905)\tData 0.001 (0.609)\tLoss 1.7638 (1.7550)\tPrec@1 28.906 (26.888)\tPrec@5 89.844 (91.519)\n",
            "Epoch: [84][460/663]\tTime 0.353 (0.908)\tData 0.000 (0.611)\tLoss 1.7041 (1.7545)\tPrec@1 28.125 (26.901)\tPrec@5 92.969 (91.545)\n",
            "Epoch: [84][470/663]\tTime 3.727 (0.910)\tData 3.396 (0.614)\tLoss 1.7845 (1.7546)\tPrec@1 25.391 (26.927)\tPrec@5 87.500 (91.536)\n",
            "Epoch: [84][480/663]\tTime 0.270 (0.906)\tData 0.000 (0.610)\tLoss 1.8005 (1.7545)\tPrec@1 27.344 (26.956)\tPrec@5 92.969 (91.551)\n",
            "Epoch: [84][490/663]\tTime 0.269 (0.909)\tData 0.002 (0.612)\tLoss 1.7905 (1.7543)\tPrec@1 28.906 (26.991)\tPrec@5 87.891 (91.561)\n",
            "Epoch: [84][500/663]\tTime 4.268 (0.911)\tData 3.926 (0.614)\tLoss 1.7016 (1.7540)\tPrec@1 29.297 (27.020)\tPrec@5 92.969 (91.558)\n",
            "Epoch: [84][510/663]\tTime 0.292 (0.906)\tData 0.000 (0.609)\tLoss 1.7559 (1.7538)\tPrec@1 24.609 (27.036)\tPrec@5 92.578 (91.572)\n",
            "Epoch: [84][520/663]\tTime 0.268 (0.909)\tData 0.000 (0.612)\tLoss 1.8479 (1.7540)\tPrec@1 22.656 (27.037)\tPrec@5 91.406 (91.570)\n",
            "Epoch: [84][530/663]\tTime 3.696 (0.910)\tData 3.317 (0.613)\tLoss 1.7367 (1.7546)\tPrec@1 33.594 (27.056)\tPrec@5 92.969 (91.550)\n",
            "Epoch: [84][540/663]\tTime 0.271 (0.905)\tData 0.001 (0.608)\tLoss 1.8037 (1.7546)\tPrec@1 24.609 (27.042)\tPrec@5 89.453 (91.538)\n",
            "Epoch: [84][550/663]\tTime 0.288 (0.907)\tData 0.000 (0.610)\tLoss 1.7651 (1.7548)\tPrec@1 29.688 (27.035)\tPrec@5 90.625 (91.542)\n",
            "Epoch: [84][560/663]\tTime 3.952 (0.908)\tData 3.613 (0.612)\tLoss 1.7600 (1.7546)\tPrec@1 25.000 (27.033)\tPrec@5 89.453 (91.543)\n",
            "Epoch: [84][570/663]\tTime 0.267 (0.903)\tData 0.000 (0.606)\tLoss 1.7457 (1.7546)\tPrec@1 27.344 (27.026)\tPrec@5 91.797 (91.543)\n",
            "Epoch: [84][580/663]\tTime 0.277 (0.904)\tData 0.000 (0.608)\tLoss 1.7170 (1.7547)\tPrec@1 28.516 (27.030)\tPrec@5 92.969 (91.535)\n",
            "Epoch: [84][590/663]\tTime 3.803 (0.906)\tData 3.480 (0.609)\tLoss 1.7320 (1.7543)\tPrec@1 31.641 (27.062)\tPrec@5 91.016 (91.536)\n",
            "Epoch: [84][600/663]\tTime 0.276 (0.901)\tData 0.000 (0.605)\tLoss 1.7450 (1.7543)\tPrec@1 24.609 (27.060)\tPrec@5 92.969 (91.543)\n",
            "Epoch: [84][610/663]\tTime 0.304 (0.903)\tData 0.000 (0.606)\tLoss 1.8215 (1.7546)\tPrec@1 25.781 (27.059)\tPrec@5 88.672 (91.530)\n",
            "Epoch: [84][620/663]\tTime 3.682 (0.904)\tData 3.370 (0.607)\tLoss 1.7524 (1.7546)\tPrec@1 24.219 (27.050)\tPrec@5 90.234 (91.520)\n",
            "Epoch: [84][630/663]\tTime 0.272 (0.900)\tData 0.000 (0.603)\tLoss 1.6871 (1.7547)\tPrec@1 29.688 (27.057)\tPrec@5 93.359 (91.523)\n",
            "Epoch: [84][640/663]\tTime 0.266 (0.901)\tData 0.004 (0.605)\tLoss 1.7185 (1.7551)\tPrec@1 28.906 (27.051)\tPrec@5 92.578 (91.513)\n",
            "Epoch: [84][650/663]\tTime 3.839 (0.903)\tData 3.496 (0.606)\tLoss 1.8125 (1.7553)\tPrec@1 30.859 (27.068)\tPrec@5 87.891 (91.513)\n",
            "Epoch: [84][660/663]\tTime 0.274 (0.894)\tData 0.000 (0.598)\tLoss 1.6993 (1.7551)\tPrec@1 29.688 (27.077)\tPrec@5 91.406 (91.513)\n",
            "Test: [0/166]\tTime 6.191 (6.191)\tLoss 2.2365 (2.2365)\tPrec@1 12.891 (12.891)\tPrec@5 73.828 (73.828)\n",
            "Test: [10/166]\tTime 0.325 (1.158)\tLoss 14.4283 (4.3818)\tPrec@1 0.000 (11.080)\tPrec@5 0.000 (61.577)\n",
            "Test: [20/166]\tTime 0.324 (1.038)\tLoss 14.0919 (9.0331)\tPrec@1 0.000 (5.804)\tPrec@5 0.000 (32.254)\n",
            "Test: [30/166]\tTime 3.552 (1.012)\tLoss 3.8313 (10.3346)\tPrec@1 14.453 (4.398)\tPrec@5 73.828 (24.231)\n",
            "Test: [40/166]\tTime 0.315 (0.919)\tLoss 2.0346 (8.3071)\tPrec@1 18.359 (8.327)\tPrec@5 87.109 (39.329)\n",
            "Test: [50/166]\tTime 0.313 (0.924)\tLoss 2.2043 (7.0929)\tPrec@1 15.234 (9.720)\tPrec@5 84.375 (48.353)\n",
            "Test: [60/166]\tTime 2.844 (0.916)\tLoss 2.0950 (6.2766)\tPrec@1 19.141 (10.841)\tPrec@5 89.453 (54.559)\n",
            "Test: [70/166]\tTime 0.328 (0.883)\tLoss 1.7164 (5.6543)\tPrec@1 8.594 (11.169)\tPrec@5 97.266 (60.041)\n",
            "Test: [80/166]\tTime 0.344 (0.887)\tLoss 1.6488 (5.1630)\tPrec@1 14.062 (11.179)\tPrec@5 98.438 (64.805)\n",
            "Test: [90/166]\tTime 2.596 (0.889)\tLoss 1.6182 (4.7779)\tPrec@1 10.547 (11.139)\tPrec@5 98.438 (68.548)\n",
            "Test: [100/166]\tTime 0.333 (0.874)\tLoss 1.6405 (4.4711)\tPrec@1 11.719 (11.088)\tPrec@5 98.828 (71.554)\n",
            "Test: [110/166]\tTime 0.324 (0.881)\tLoss 1.4202 (4.2043)\tPrec@1 55.859 (13.721)\tPrec@5 100.000 (74.057)\n",
            "Test: [120/166]\tTime 2.503 (0.880)\tLoss 1.2141 (3.9621)\tPrec@1 76.172 (18.495)\tPrec@5 100.000 (76.194)\n",
            "Test: [130/166]\tTime 0.333 (0.868)\tLoss 1.2629 (3.7596)\tPrec@1 74.609 (22.275)\tPrec@5 100.000 (77.988)\n",
            "Test: [140/166]\tTime 0.321 (0.879)\tLoss 1.6281 (3.5999)\tPrec@1 13.672 (23.429)\tPrec@5 99.219 (79.502)\n",
            "Test: [150/166]\tTime 2.899 (0.884)\tLoss 1.6687 (3.4718)\tPrec@1 7.812 (22.615)\tPrec@5 99.219 (80.810)\n",
            "Test: [160/166]\tTime 0.289 (0.878)\tLoss 2.0116 (3.3743)\tPrec@1 14.453 (22.062)\tPrec@5 86.328 (81.417)\n",
            " * Prec@1 21.832 Prec@5 80.992\n",
            "Epoch: [85][0/663]\tTime 7.138 (7.138)\tData 6.790 (6.790)\tLoss 1.7659 (1.7659)\tPrec@1 27.734 (27.734)\tPrec@5 89.844 (89.844)\n",
            "Epoch: [85][10/663]\tTime 0.277 (1.308)\tData 0.001 (1.026)\tLoss 1.7640 (1.7436)\tPrec@1 25.000 (28.587)\tPrec@5 92.969 (92.152)\n",
            "Epoch: [85][20/663]\tTime 0.277 (1.155)\tData 0.000 (0.874)\tLoss 1.7899 (1.7536)\tPrec@1 23.438 (27.641)\tPrec@5 92.578 (91.834)\n",
            "Epoch: [85][30/663]\tTime 3.433 (1.082)\tData 3.073 (0.798)\tLoss 1.7388 (1.7468)\tPrec@1 24.609 (27.344)\tPrec@5 91.406 (92.087)\n",
            "Epoch: [85][40/663]\tTime 0.273 (0.969)\tData 0.001 (0.683)\tLoss 1.7049 (1.7432)\tPrec@1 34.375 (27.734)\tPrec@5 90.625 (91.911)\n",
            "Epoch: [85][50/663]\tTime 0.274 (0.984)\tData 0.000 (0.695)\tLoss 1.7374 (1.7475)\tPrec@1 30.859 (27.512)\tPrec@5 89.453 (91.973)\n",
            "Epoch: [85][60/663]\tTime 3.913 (0.992)\tData 3.573 (0.702)\tLoss 1.7870 (1.7493)\tPrec@1 21.875 (27.369)\tPrec@5 90.234 (91.829)\n",
            "Epoch: [85][70/663]\tTime 0.265 (0.946)\tData 0.000 (0.655)\tLoss 1.8548 (1.7495)\tPrec@1 23.047 (27.415)\tPrec@5 89.062 (91.830)\n",
            "Epoch: [85][80/663]\tTime 0.280 (0.962)\tData 0.001 (0.671)\tLoss 1.7511 (1.7491)\tPrec@1 28.516 (27.411)\tPrec@5 91.797 (91.855)\n",
            "Epoch: [85][90/663]\tTime 3.396 (0.964)\tData 3.075 (0.670)\tLoss 1.8218 (1.7513)\tPrec@1 23.047 (27.245)\tPrec@5 91.797 (91.827)\n",
            "Epoch: [85][100/663]\tTime 0.275 (0.938)\tData 0.000 (0.644)\tLoss 1.7599 (1.7513)\tPrec@1 27.734 (27.162)\tPrec@5 92.188 (91.820)\n",
            "Epoch: [85][110/663]\tTime 0.263 (0.943)\tData 0.000 (0.648)\tLoss 1.7280 (1.7497)\tPrec@1 31.641 (27.231)\tPrec@5 91.016 (91.807)\n",
            "Epoch: [85][120/663]\tTime 3.864 (0.952)\tData 3.528 (0.656)\tLoss 1.8128 (1.7501)\tPrec@1 28.516 (27.286)\tPrec@5 87.891 (91.787)\n",
            "Epoch: [85][130/663]\tTime 0.286 (0.932)\tData 0.000 (0.635)\tLoss 1.7365 (1.7502)\tPrec@1 28.125 (27.245)\tPrec@5 91.406 (91.770)\n",
            "Epoch: [85][140/663]\tTime 0.287 (0.934)\tData 0.000 (0.638)\tLoss 1.7530 (1.7506)\tPrec@1 29.688 (27.202)\tPrec@5 90.234 (91.708)\n",
            "Epoch: [85][150/663]\tTime 3.502 (0.941)\tData 3.189 (0.643)\tLoss 1.7352 (1.7500)\tPrec@1 28.125 (27.230)\tPrec@5 89.453 (91.655)\n",
            "Epoch: [85][160/663]\tTime 0.275 (0.924)\tData 0.000 (0.626)\tLoss 1.7417 (1.7510)\tPrec@1 31.250 (27.230)\tPrec@5 91.797 (91.646)\n",
            "Epoch: [85][170/663]\tTime 0.286 (0.927)\tData 0.000 (0.630)\tLoss 1.6632 (1.7514)\tPrec@1 31.250 (27.209)\tPrec@5 93.750 (91.614)\n",
            "Epoch: [85][180/663]\tTime 3.898 (0.934)\tData 3.584 (0.636)\tLoss 1.7183 (1.7521)\tPrec@1 25.000 (27.199)\tPrec@5 93.359 (91.572)\n",
            "Epoch: [85][190/663]\tTime 0.296 (0.922)\tData 0.001 (0.625)\tLoss 1.7473 (1.7524)\tPrec@1 24.609 (27.139)\tPrec@5 92.969 (91.541)\n",
            "Epoch: [85][200/663]\tTime 0.300 (0.927)\tData 0.000 (0.629)\tLoss 1.7744 (1.7529)\tPrec@1 28.906 (27.163)\tPrec@5 89.062 (91.490)\n",
            "Epoch: [85][210/663]\tTime 4.034 (0.931)\tData 3.727 (0.633)\tLoss 1.7289 (1.7522)\tPrec@1 28.125 (27.166)\tPrec@5 92.578 (91.538)\n",
            "Epoch: [85][220/663]\tTime 0.273 (0.919)\tData 0.000 (0.622)\tLoss 1.7917 (1.7541)\tPrec@1 26.562 (27.183)\tPrec@5 89.062 (91.493)\n",
            "Epoch: [85][230/663]\tTime 0.269 (0.923)\tData 0.001 (0.626)\tLoss 1.7429 (1.7543)\tPrec@1 28.125 (27.219)\tPrec@5 91.016 (91.509)\n",
            "Epoch: [85][240/663]\tTime 4.056 (0.927)\tData 3.720 (0.630)\tLoss 1.7781 (1.7542)\tPrec@1 28.125 (27.251)\tPrec@5 92.188 (91.505)\n",
            "Epoch: [85][250/663]\tTime 0.279 (0.917)\tData 0.000 (0.621)\tLoss 1.7739 (1.7541)\tPrec@1 26.953 (27.275)\tPrec@5 89.844 (91.484)\n",
            "Epoch: [85][260/663]\tTime 0.319 (0.921)\tData 0.003 (0.624)\tLoss 1.7721 (1.7546)\tPrec@1 21.484 (27.203)\tPrec@5 90.625 (91.493)\n",
            "Epoch: [85][270/663]\tTime 3.678 (0.924)\tData 3.385 (0.627)\tLoss 1.7714 (1.7546)\tPrec@1 22.656 (27.215)\tPrec@5 88.672 (91.460)\n",
            "Epoch: [85][280/663]\tTime 0.262 (0.915)\tData 0.000 (0.618)\tLoss 1.7654 (1.7538)\tPrec@1 29.688 (27.277)\tPrec@5 89.453 (91.473)\n",
            "Epoch: [85][290/663]\tTime 0.326 (0.920)\tData 0.000 (0.623)\tLoss 1.7133 (1.7532)\tPrec@1 31.641 (27.306)\tPrec@5 92.969 (91.491)\n",
            "Epoch: [85][300/663]\tTime 4.147 (0.924)\tData 3.800 (0.627)\tLoss 1.7278 (1.7528)\tPrec@1 28.125 (27.348)\tPrec@5 92.969 (91.501)\n",
            "Epoch: [85][310/663]\tTime 0.261 (0.916)\tData 0.000 (0.619)\tLoss 1.7292 (1.7522)\tPrec@1 27.344 (27.341)\tPrec@5 91.797 (91.500)\n",
            "Epoch: [85][320/663]\tTime 0.287 (0.920)\tData 0.000 (0.623)\tLoss 1.7662 (1.7515)\tPrec@1 25.391 (27.332)\tPrec@5 91.797 (91.530)\n",
            "Epoch: [85][330/663]\tTime 4.212 (0.922)\tData 3.895 (0.625)\tLoss 1.7263 (1.7511)\tPrec@1 23.047 (27.310)\tPrec@5 93.359 (91.546)\n",
            "Epoch: [85][340/663]\tTime 0.298 (0.915)\tData 0.000 (0.617)\tLoss 1.7314 (1.7514)\tPrec@1 27.344 (27.282)\tPrec@5 91.406 (91.544)\n",
            "Epoch: [85][350/663]\tTime 0.309 (0.918)\tData 0.000 (0.621)\tLoss 1.7489 (1.7515)\tPrec@1 28.516 (27.251)\tPrec@5 89.844 (91.560)\n",
            "Epoch: [85][360/663]\tTime 3.885 (0.921)\tData 3.582 (0.625)\tLoss 1.7750 (1.7519)\tPrec@1 28.125 (27.268)\tPrec@5 89.453 (91.524)\n",
            "Epoch: [85][370/663]\tTime 0.275 (0.913)\tData 0.003 (0.617)\tLoss 1.7607 (1.7521)\tPrec@1 26.172 (27.272)\tPrec@5 90.234 (91.533)\n",
            "Epoch: [85][380/663]\tTime 0.274 (0.917)\tData 0.000 (0.621)\tLoss 1.6926 (1.7520)\tPrec@1 33.594 (27.285)\tPrec@5 93.359 (91.537)\n",
            "Epoch: [85][390/663]\tTime 4.337 (0.920)\tData 4.019 (0.625)\tLoss 1.8110 (1.7525)\tPrec@1 26.172 (27.255)\tPrec@5 89.453 (91.518)\n",
            "Epoch: [85][400/663]\tTime 0.271 (0.913)\tData 0.005 (0.618)\tLoss 1.7601 (1.7529)\tPrec@1 26.953 (27.237)\tPrec@5 92.969 (91.502)\n",
            "Epoch: [85][410/663]\tTime 0.316 (0.916)\tData 0.000 (0.621)\tLoss 1.7548 (1.7535)\tPrec@1 23.438 (27.230)\tPrec@5 93.359 (91.476)\n",
            "Epoch: [85][420/663]\tTime 3.911 (0.918)\tData 3.575 (0.624)\tLoss 1.7863 (1.7535)\tPrec@1 23.828 (27.246)\tPrec@5 91.016 (91.467)\n",
            "Epoch: [85][430/663]\tTime 0.275 (0.913)\tData 0.000 (0.619)\tLoss 1.7602 (1.7537)\tPrec@1 28.906 (27.222)\tPrec@5 91.797 (91.469)\n",
            "Epoch: [85][440/663]\tTime 0.280 (0.915)\tData 0.000 (0.621)\tLoss 1.7486 (1.7535)\tPrec@1 23.438 (27.223)\tPrec@5 91.016 (91.466)\n",
            "Epoch: [85][450/663]\tTime 3.526 (0.917)\tData 3.213 (0.623)\tLoss 1.7711 (1.7532)\tPrec@1 26.172 (27.262)\tPrec@5 92.188 (91.464)\n",
            "Epoch: [85][460/663]\tTime 0.267 (0.910)\tData 0.000 (0.617)\tLoss 1.7430 (1.7533)\tPrec@1 28.906 (27.255)\tPrec@5 91.016 (91.457)\n",
            "Epoch: [85][470/663]\tTime 0.264 (0.912)\tData 0.000 (0.618)\tLoss 1.6989 (1.7534)\tPrec@1 24.219 (27.230)\tPrec@5 94.531 (91.454)\n",
            "Epoch: [85][480/663]\tTime 3.898 (0.913)\tData 3.576 (0.619)\tLoss 1.7350 (1.7537)\tPrec@1 25.000 (27.227)\tPrec@5 90.625 (91.448)\n",
            "Epoch: [85][490/663]\tTime 0.261 (0.907)\tData 0.000 (0.613)\tLoss 1.7473 (1.7536)\tPrec@1 31.250 (27.235)\tPrec@5 91.797 (91.441)\n",
            "Epoch: [85][500/663]\tTime 0.266 (0.908)\tData 0.000 (0.615)\tLoss 1.7116 (1.7532)\tPrec@1 26.953 (27.245)\tPrec@5 91.797 (91.455)\n",
            "Epoch: [85][510/663]\tTime 3.789 (0.909)\tData 3.471 (0.616)\tLoss 1.6685 (1.7530)\tPrec@1 29.297 (27.258)\tPrec@5 93.359 (91.451)\n",
            "Epoch: [85][520/663]\tTime 0.276 (0.904)\tData 0.000 (0.611)\tLoss 1.7471 (1.7534)\tPrec@1 23.438 (27.241)\tPrec@5 91.406 (91.443)\n",
            "Epoch: [85][530/663]\tTime 0.366 (0.905)\tData 0.002 (0.611)\tLoss 1.7598 (1.7535)\tPrec@1 27.344 (27.228)\tPrec@5 90.234 (91.440)\n",
            "Epoch: [85][540/663]\tTime 3.399 (0.906)\tData 3.087 (0.611)\tLoss 1.7237 (1.7533)\tPrec@1 27.344 (27.205)\tPrec@5 91.406 (91.431)\n",
            "Epoch: [85][550/663]\tTime 0.268 (0.902)\tData 0.000 (0.607)\tLoss 1.6816 (1.7532)\tPrec@1 30.859 (27.207)\tPrec@5 95.312 (91.445)\n",
            "Epoch: [85][560/663]\tTime 0.407 (0.903)\tData 0.000 (0.608)\tLoss 1.8162 (1.7532)\tPrec@1 23.438 (27.231)\tPrec@5 91.406 (91.444)\n",
            "Epoch: [85][570/663]\tTime 3.731 (0.905)\tData 3.390 (0.609)\tLoss 1.7821 (1.7531)\tPrec@1 25.781 (27.239)\tPrec@5 88.672 (91.445)\n",
            "Epoch: [85][580/663]\tTime 0.367 (0.900)\tData 0.000 (0.605)\tLoss 1.7470 (1.7531)\tPrec@1 25.781 (27.220)\tPrec@5 88.281 (91.460)\n",
            "Epoch: [85][590/663]\tTime 0.272 (0.902)\tData 0.000 (0.607)\tLoss 1.7776 (1.7531)\tPrec@1 23.438 (27.217)\tPrec@5 92.188 (91.472)\n",
            "Epoch: [85][600/663]\tTime 3.906 (0.904)\tData 3.585 (0.609)\tLoss 1.6889 (1.7533)\tPrec@1 29.297 (27.203)\tPrec@5 92.969 (91.460)\n",
            "Epoch: [85][610/663]\tTime 0.265 (0.899)\tData 0.000 (0.605)\tLoss 1.7985 (1.7534)\tPrec@1 26.953 (27.225)\tPrec@5 89.062 (91.450)\n",
            "Epoch: [85][620/663]\tTime 0.404 (0.901)\tData 0.000 (0.606)\tLoss 1.7957 (1.7537)\tPrec@1 26.953 (27.219)\tPrec@5 89.844 (91.447)\n",
            "Epoch: [85][630/663]\tTime 4.096 (0.903)\tData 3.758 (0.608)\tLoss 1.7099 (1.7537)\tPrec@1 28.906 (27.226)\tPrec@5 93.750 (91.444)\n",
            "Epoch: [85][640/663]\tTime 0.273 (0.899)\tData 0.000 (0.604)\tLoss 1.7103 (1.7535)\tPrec@1 30.859 (27.233)\tPrec@5 91.797 (91.448)\n",
            "Epoch: [85][650/663]\tTime 0.300 (0.900)\tData 0.013 (0.605)\tLoss 1.7722 (1.7533)\tPrec@1 27.344 (27.241)\tPrec@5 89.844 (91.458)\n",
            "Epoch: [85][660/663]\tTime 0.400 (0.893)\tData 0.141 (0.598)\tLoss 1.7893 (1.7534)\tPrec@1 26.953 (27.226)\tPrec@5 92.578 (91.450)\n",
            "Test: [0/166]\tTime 4.843 (4.843)\tLoss 2.1551 (2.1551)\tPrec@1 22.656 (22.656)\tPrec@5 74.609 (74.609)\n",
            "Test: [10/166]\tTime 0.326 (1.080)\tLoss 14.3131 (4.2958)\tPrec@1 0.000 (17.898)\tPrec@5 0.000 (62.500)\n",
            "Test: [20/166]\tTime 0.327 (1.041)\tLoss 13.9923 (8.9378)\tPrec@1 0.000 (9.375)\tPrec@5 0.000 (32.738)\n",
            "Test: [30/166]\tTime 2.829 (0.994)\tLoss 3.9792 (10.2449)\tPrec@1 5.078 (6.515)\tPrec@5 73.047 (24.534)\n",
            "Test: [40/166]\tTime 0.311 (0.917)\tLoss 2.2155 (8.2825)\tPrec@1 5.469 (6.564)\tPrec@5 85.938 (39.215)\n",
            "Test: [50/166]\tTime 0.342 (0.935)\tLoss 2.3813 (7.1069)\tPrec@1 5.469 (6.334)\tPrec@5 83.594 (48.078)\n",
            "Test: [60/166]\tTime 3.417 (0.937)\tLoss 2.2809 (6.3173)\tPrec@1 8.203 (6.205)\tPrec@5 89.062 (54.143)\n",
            "Test: [70/166]\tTime 0.321 (0.915)\tLoss 1.5926 (5.6894)\tPrec@1 25.391 (8.176)\tPrec@5 97.656 (59.612)\n",
            "Test: [80/166]\tTime 0.333 (0.945)\tLoss 1.5263 (5.1788)\tPrec@1 31.641 (10.585)\tPrec@5 98.828 (64.477)\n",
            "Test: [90/166]\tTime 4.088 (0.955)\tLoss 1.4991 (4.7789)\tPrec@1 29.297 (12.388)\tPrec@5 99.219 (68.278)\n",
            "Test: [100/166]\tTime 0.318 (0.934)\tLoss 1.5212 (4.4600)\tPrec@1 30.469 (13.912)\tPrec@5 98.438 (71.330)\n",
            "Test: [110/166]\tTime 0.327 (0.939)\tLoss 1.5064 (4.1930)\tPrec@1 35.938 (15.987)\tPrec@5 100.000 (73.856)\n",
            "Test: [120/166]\tTime 3.357 (0.941)\tLoss 1.2846 (3.9580)\tPrec@1 58.594 (18.905)\tPrec@5 100.000 (75.998)\n",
            "Test: [130/166]\tTime 0.333 (0.921)\tLoss 1.3276 (3.7609)\tPrec@1 53.906 (21.288)\tPrec@5 99.609 (77.803)\n",
            "Test: [140/166]\tTime 0.315 (0.932)\tLoss 1.5377 (3.6004)\tPrec@1 26.172 (22.360)\tPrec@5 99.609 (79.358)\n",
            "Test: [150/166]\tTime 3.963 (0.940)\tLoss 1.5727 (3.4664)\tPrec@1 19.922 (22.535)\tPrec@5 99.609 (80.696)\n",
            "Test: [160/166]\tTime 0.318 (0.920)\tLoss 2.0389 (3.3687)\tPrec@1 12.500 (22.086)\tPrec@5 86.328 (81.301)\n",
            " * Prec@1 21.768 Prec@5 80.870\n",
            "Epoch: [86][0/663]\tTime 6.196 (6.196)\tData 5.855 (5.855)\tLoss 1.8014 (1.8014)\tPrec@1 24.609 (24.609)\tPrec@5 91.797 (91.797)\n",
            "Epoch: [86][10/663]\tTime 0.270 (1.216)\tData 0.001 (0.925)\tLoss 1.6794 (1.7486)\tPrec@1 24.609 (26.349)\tPrec@5 94.141 (91.726)\n",
            "Epoch: [86][20/663]\tTime 0.274 (1.149)\tData 0.000 (0.861)\tLoss 1.7320 (1.7422)\tPrec@1 27.734 (26.990)\tPrec@5 94.141 (91.908)\n",
            "Epoch: [86][30/663]\tTime 3.781 (1.098)\tData 3.433 (0.806)\tLoss 1.7443 (1.7486)\tPrec@1 26.562 (26.739)\tPrec@5 92.578 (91.759)\n",
            "Epoch: [86][40/663]\tTime 0.271 (1.001)\tData 0.004 (0.711)\tLoss 1.8097 (1.7522)\tPrec@1 22.656 (26.791)\tPrec@5 90.625 (91.683)\n",
            "Epoch: [86][50/663]\tTime 0.278 (0.998)\tData 0.003 (0.709)\tLoss 1.7197 (1.7523)\tPrec@1 26.953 (26.877)\tPrec@5 95.312 (91.858)\n",
            "Epoch: [86][60/663]\tTime 2.800 (0.997)\tData 2.476 (0.708)\tLoss 1.6678 (1.7513)\tPrec@1 28.906 (26.908)\tPrec@5 92.188 (91.810)\n",
            "Epoch: [86][70/663]\tTime 0.278 (0.960)\tData 0.002 (0.671)\tLoss 1.7367 (1.7479)\tPrec@1 28.906 (26.997)\tPrec@5 90.234 (91.835)\n",
            "Epoch: [86][80/663]\tTime 0.740 (0.978)\tData 0.473 (0.690)\tLoss 1.7584 (1.7486)\tPrec@1 24.609 (27.127)\tPrec@5 92.578 (91.792)\n",
            "Epoch: [86][90/663]\tTime 1.150 (0.958)\tData 0.875 (0.670)\tLoss 1.8085 (1.7485)\tPrec@1 28.125 (27.305)\tPrec@5 89.062 (91.715)\n",
            "Epoch: [86][100/663]\tTime 0.259 (0.955)\tData 0.000 (0.666)\tLoss 1.7803 (1.7493)\tPrec@1 26.562 (27.282)\tPrec@5 89.453 (91.642)\n",
            "Epoch: [86][110/663]\tTime 0.275 (0.967)\tData 0.000 (0.677)\tLoss 1.7833 (1.7518)\tPrec@1 26.953 (27.182)\tPrec@5 92.188 (91.582)\n",
            "Epoch: [86][120/663]\tTime 0.276 (0.941)\tData 0.000 (0.652)\tLoss 1.7523 (1.7516)\tPrec@1 25.391 (27.169)\tPrec@5 92.969 (91.593)\n",
            "Epoch: [86][130/663]\tTime 0.264 (0.954)\tData 0.000 (0.664)\tLoss 1.7718 (1.7519)\tPrec@1 26.172 (27.138)\tPrec@5 89.844 (91.502)\n",
            "Epoch: [86][140/663]\tTime 0.265 (0.958)\tData 0.000 (0.669)\tLoss 1.8088 (1.7526)\tPrec@1 25.000 (27.117)\tPrec@5 90.625 (91.520)\n",
            "Epoch: [86][150/663]\tTime 0.280 (0.938)\tData 0.000 (0.649)\tLoss 1.7360 (1.7518)\tPrec@1 25.000 (27.147)\tPrec@5 91.406 (91.515)\n",
            "Epoch: [86][160/663]\tTime 0.293 (0.941)\tData 0.000 (0.653)\tLoss 1.7138 (1.7518)\tPrec@1 26.172 (27.184)\tPrec@5 91.797 (91.486)\n",
            "Epoch: [86][170/663]\tTime 0.270 (0.945)\tData 0.002 (0.657)\tLoss 1.7030 (1.7523)\tPrec@1 27.734 (27.220)\tPrec@5 94.141 (91.472)\n",
            "Epoch: [86][180/663]\tTime 0.275 (0.927)\tData 0.001 (0.639)\tLoss 1.7469 (1.7516)\tPrec@1 25.000 (27.178)\tPrec@5 94.922 (91.525)\n",
            "Epoch: [86][190/663]\tTime 0.293 (0.932)\tData 0.002 (0.644)\tLoss 1.7548 (1.7515)\tPrec@1 25.000 (27.219)\tPrec@5 90.234 (91.525)\n",
            "Epoch: [86][200/663]\tTime 0.265 (0.934)\tData 0.000 (0.646)\tLoss 1.7137 (1.7522)\tPrec@1 26.953 (27.171)\tPrec@5 92.578 (91.525)\n",
            "Epoch: [86][210/663]\tTime 0.285 (0.920)\tData 0.000 (0.632)\tLoss 1.7256 (1.7525)\tPrec@1 23.438 (27.146)\tPrec@5 93.359 (91.508)\n",
            "Epoch: [86][220/663]\tTime 0.349 (0.925)\tData 0.000 (0.636)\tLoss 1.7227 (1.7517)\tPrec@1 24.219 (27.174)\tPrec@5 94.531 (91.537)\n",
            "Epoch: [86][230/663]\tTime 0.265 (0.927)\tData 0.000 (0.637)\tLoss 1.8208 (1.7520)\tPrec@1 26.172 (27.171)\tPrec@5 86.719 (91.528)\n",
            "Epoch: [86][240/663]\tTime 0.368 (0.916)\tData 0.000 (0.626)\tLoss 1.7031 (1.7521)\tPrec@1 27.734 (27.232)\tPrec@5 92.969 (91.499)\n",
            "Epoch: [86][250/663]\tTime 0.266 (0.917)\tData 0.000 (0.627)\tLoss 1.7536 (1.7526)\tPrec@1 25.781 (27.196)\tPrec@5 90.234 (91.493)\n",
            "Epoch: [86][260/663]\tTime 0.280 (0.920)\tData 0.000 (0.628)\tLoss 1.7439 (1.7526)\tPrec@1 22.266 (27.172)\tPrec@5 92.578 (91.507)\n",
            "Epoch: [86][270/663]\tTime 0.270 (0.910)\tData 0.000 (0.618)\tLoss 1.7549 (1.7525)\tPrec@1 27.344 (27.218)\tPrec@5 90.625 (91.526)\n",
            "Epoch: [86][280/663]\tTime 0.273 (0.912)\tData 0.000 (0.620)\tLoss 1.7545 (1.7524)\tPrec@1 30.078 (27.251)\tPrec@5 91.016 (91.516)\n",
            "Epoch: [86][290/663]\tTime 0.322 (0.914)\tData 0.000 (0.622)\tLoss 1.7155 (1.7526)\tPrec@1 28.516 (27.246)\tPrec@5 93.750 (91.515)\n",
            "Epoch: [86][300/663]\tTime 0.289 (0.905)\tData 0.000 (0.613)\tLoss 1.7218 (1.7524)\tPrec@1 25.000 (27.254)\tPrec@5 92.188 (91.511)\n",
            "Epoch: [86][310/663]\tTime 0.263 (0.906)\tData 0.003 (0.613)\tLoss 1.7406 (1.7525)\tPrec@1 29.688 (27.267)\tPrec@5 91.406 (91.519)\n",
            "Epoch: [86][320/663]\tTime 0.273 (0.908)\tData 0.001 (0.615)\tLoss 1.7564 (1.7521)\tPrec@1 29.297 (27.278)\tPrec@5 90.234 (91.532)\n",
            "Epoch: [86][330/663]\tTime 0.312 (0.901)\tData 0.000 (0.607)\tLoss 1.7563 (1.7520)\tPrec@1 29.688 (27.271)\tPrec@5 93.750 (91.536)\n",
            "Epoch: [86][340/663]\tTime 0.277 (0.903)\tData 0.000 (0.610)\tLoss 1.7300 (1.7518)\tPrec@1 27.734 (27.282)\tPrec@5 92.578 (91.557)\n",
            "Epoch: [86][350/663]\tTime 0.316 (0.904)\tData 0.002 (0.611)\tLoss 1.6621 (1.7522)\tPrec@1 32.422 (27.277)\tPrec@5 93.359 (91.542)\n",
            "Epoch: [86][360/663]\tTime 0.322 (0.897)\tData 0.000 (0.603)\tLoss 1.6632 (1.7519)\tPrec@1 28.125 (27.258)\tPrec@5 91.797 (91.536)\n",
            "Epoch: [86][370/663]\tTime 0.271 (0.898)\tData 0.000 (0.604)\tLoss 1.8188 (1.7518)\tPrec@1 25.391 (27.271)\tPrec@5 90.234 (91.542)\n",
            "Epoch: [86][380/663]\tTime 0.284 (0.899)\tData 0.005 (0.605)\tLoss 1.7387 (1.7517)\tPrec@1 31.641 (27.297)\tPrec@5 91.016 (91.546)\n",
            "Epoch: [86][390/663]\tTime 0.447 (0.893)\tData 0.000 (0.599)\tLoss 1.8044 (1.7519)\tPrec@1 25.391 (27.279)\tPrec@5 85.938 (91.526)\n",
            "Epoch: [86][400/663]\tTime 0.281 (0.893)\tData 0.000 (0.599)\tLoss 1.7359 (1.7520)\tPrec@1 26.172 (27.274)\tPrec@5 91.016 (91.534)\n",
            "Epoch: [86][410/663]\tTime 0.271 (0.894)\tData 0.000 (0.599)\tLoss 1.7284 (1.7520)\tPrec@1 29.688 (27.291)\tPrec@5 93.359 (91.518)\n",
            "Epoch: [86][420/663]\tTime 0.272 (0.886)\tData 0.001 (0.592)\tLoss 1.7519 (1.7522)\tPrec@1 28.516 (27.261)\tPrec@5 90.625 (91.522)\n",
            "Epoch: [86][430/663]\tTime 0.271 (0.886)\tData 0.000 (0.592)\tLoss 1.7291 (1.7523)\tPrec@1 25.391 (27.219)\tPrec@5 91.797 (91.513)\n",
            "Epoch: [86][440/663]\tTime 0.397 (0.887)\tData 0.000 (0.592)\tLoss 1.7505 (1.7521)\tPrec@1 19.141 (27.231)\tPrec@5 91.406 (91.521)\n",
            "Epoch: [86][450/663]\tTime 0.281 (0.880)\tData 0.000 (0.585)\tLoss 1.7666 (1.7519)\tPrec@1 34.375 (27.289)\tPrec@5 92.188 (91.526)\n",
            "Epoch: [86][460/663]\tTime 0.260 (0.881)\tData 0.001 (0.586)\tLoss 1.7509 (1.7521)\tPrec@1 26.172 (27.294)\tPrec@5 92.969 (91.533)\n",
            "Epoch: [86][470/663]\tTime 0.260 (0.881)\tData 0.000 (0.586)\tLoss 1.8015 (1.7526)\tPrec@1 23.047 (27.278)\tPrec@5 89.844 (91.511)\n",
            "Epoch: [86][480/663]\tTime 0.276 (0.876)\tData 0.000 (0.581)\tLoss 1.7358 (1.7523)\tPrec@1 28.125 (27.284)\tPrec@5 92.188 (91.504)\n",
            "Epoch: [86][490/663]\tTime 0.339 (0.877)\tData 0.000 (0.582)\tLoss 1.7626 (1.7524)\tPrec@1 25.781 (27.275)\tPrec@5 93.750 (91.506)\n",
            "Epoch: [86][500/663]\tTime 0.372 (0.878)\tData 0.000 (0.583)\tLoss 1.7785 (1.7526)\tPrec@1 28.906 (27.280)\tPrec@5 88.672 (91.497)\n",
            "Epoch: [86][510/663]\tTime 0.306 (0.872)\tData 0.000 (0.577)\tLoss 1.7319 (1.7528)\tPrec@1 25.781 (27.268)\tPrec@5 92.578 (91.487)\n",
            "Epoch: [86][520/663]\tTime 0.304 (0.874)\tData 0.000 (0.579)\tLoss 1.6682 (1.7531)\tPrec@1 29.297 (27.258)\tPrec@5 94.922 (91.491)\n",
            "Epoch: [86][530/663]\tTime 0.269 (0.875)\tData 0.000 (0.579)\tLoss 1.8211 (1.7528)\tPrec@1 26.172 (27.263)\tPrec@5 87.891 (91.499)\n",
            "Epoch: [86][540/663]\tTime 0.356 (0.869)\tData 0.000 (0.574)\tLoss 1.7366 (1.7533)\tPrec@1 26.562 (27.240)\tPrec@5 92.969 (91.474)\n",
            "Epoch: [86][550/663]\tTime 0.356 (0.870)\tData 0.000 (0.575)\tLoss 1.6997 (1.7537)\tPrec@1 28.125 (27.230)\tPrec@5 91.797 (91.464)\n",
            "Epoch: [86][560/663]\tTime 0.267 (0.871)\tData 0.000 (0.576)\tLoss 1.6705 (1.7534)\tPrec@1 28.125 (27.243)\tPrec@5 94.531 (91.463)\n",
            "Epoch: [86][570/663]\tTime 0.284 (0.866)\tData 0.000 (0.571)\tLoss 1.6997 (1.7533)\tPrec@1 30.469 (27.251)\tPrec@5 92.578 (91.468)\n",
            "Epoch: [86][580/663]\tTime 0.260 (0.867)\tData 0.000 (0.572)\tLoss 1.7891 (1.7532)\tPrec@1 27.734 (27.239)\tPrec@5 91.016 (91.464)\n",
            "Epoch: [86][590/663]\tTime 0.276 (0.868)\tData 0.000 (0.573)\tLoss 1.7856 (1.7529)\tPrec@1 21.875 (27.227)\tPrec@5 91.797 (91.478)\n",
            "Epoch: [86][600/663]\tTime 0.357 (0.864)\tData 0.000 (0.569)\tLoss 1.7230 (1.7526)\tPrec@1 25.391 (27.224)\tPrec@5 94.141 (91.494)\n",
            "Epoch: [86][610/663]\tTime 0.272 (0.864)\tData 0.001 (0.569)\tLoss 1.7615 (1.7526)\tPrec@1 28.125 (27.237)\tPrec@5 91.406 (91.498)\n",
            "Epoch: [86][620/663]\tTime 0.350 (0.865)\tData 0.001 (0.570)\tLoss 1.7252 (1.7527)\tPrec@1 26.172 (27.217)\tPrec@5 90.234 (91.486)\n",
            "Epoch: [86][630/663]\tTime 0.263 (0.861)\tData 0.000 (0.566)\tLoss 1.7191 (1.7526)\tPrec@1 25.000 (27.194)\tPrec@5 94.141 (91.489)\n",
            "Epoch: [86][640/663]\tTime 0.270 (0.862)\tData 0.000 (0.567)\tLoss 1.7580 (1.7526)\tPrec@1 23.438 (27.187)\tPrec@5 92.969 (91.481)\n",
            "Epoch: [86][650/663]\tTime 0.270 (0.863)\tData 0.003 (0.568)\tLoss 1.7559 (1.7524)\tPrec@1 26.562 (27.202)\tPrec@5 90.234 (91.488)\n",
            "Epoch: [86][660/663]\tTime 0.266 (0.856)\tData 0.000 (0.562)\tLoss 1.7416 (1.7527)\tPrec@1 28.906 (27.187)\tPrec@5 92.578 (91.482)\n",
            "Test: [0/166]\tTime 5.396 (5.396)\tLoss 2.1672 (2.1672)\tPrec@1 23.828 (23.828)\tPrec@5 74.219 (74.219)\n",
            "Test: [10/166]\tTime 0.313 (1.042)\tLoss 14.6181 (4.3575)\tPrec@1 0.000 (18.040)\tPrec@5 0.000 (62.322)\n",
            "Test: [20/166]\tTime 0.361 (0.960)\tLoss 14.2763 (9.1069)\tPrec@1 0.000 (9.449)\tPrec@5 0.000 (32.645)\n",
            "Test: [30/166]\tTime 2.750 (0.926)\tLoss 4.0158 (10.4436)\tPrec@1 5.859 (6.590)\tPrec@5 72.266 (24.446)\n",
            "Test: [40/166]\tTime 0.337 (0.848)\tLoss 2.2054 (8.4302)\tPrec@1 6.641 (6.926)\tPrec@5 83.203 (38.577)\n",
            "Test: [50/166]\tTime 0.334 (0.850)\tLoss 2.3709 (7.2226)\tPrec@1 5.859 (6.878)\tPrec@5 81.641 (47.082)\n",
            "Test: [60/166]\tTime 2.971 (0.854)\tLoss 2.2667 (6.4119)\tPrec@1 8.984 (6.865)\tPrec@5 87.109 (53.035)\n",
            "Test: [70/166]\tTime 0.332 (0.816)\tLoss 1.6101 (5.7713)\tPrec@1 20.312 (8.484)\tPrec@5 97.656 (58.555)\n",
            "Test: [80/166]\tTime 0.322 (0.822)\tLoss 1.5452 (5.2526)\tPrec@1 27.734 (10.450)\tPrec@5 98.828 (63.551)\n",
            "Test: [90/166]\tTime 2.495 (0.821)\tLoss 1.5167 (4.8465)\tPrec@1 24.609 (11.908)\tPrec@5 99.219 (67.454)\n",
            "Test: [100/166]\tTime 0.331 (0.802)\tLoss 1.5385 (4.5227)\tPrec@1 24.609 (13.107)\tPrec@5 98.438 (70.583)\n",
            "Test: [110/166]\tTime 0.357 (0.804)\tLoss 1.4755 (4.2493)\tPrec@1 47.266 (15.650)\tPrec@5 100.000 (73.181)\n",
            "Test: [120/166]\tTime 3.003 (0.813)\tLoss 1.2544 (4.0072)\tPrec@1 67.578 (19.502)\tPrec@5 100.000 (75.381)\n",
            "Test: [130/166]\tTime 0.312 (0.794)\tLoss 1.3019 (3.8044)\tPrec@1 63.281 (22.537)\tPrec@5 99.609 (77.230)\n",
            "Test: [140/166]\tTime 0.337 (0.801)\tLoss 1.6386 (3.6436)\tPrec@1 12.891 (23.390)\tPrec@5 99.219 (78.787)\n",
            "Test: [150/166]\tTime 3.073 (0.801)\tLoss 1.6764 (3.5135)\tPrec@1 8.984 (22.561)\tPrec@5 99.219 (80.130)\n",
            "Test: [160/166]\tTime 0.297 (0.787)\tLoss 2.0106 (3.4137)\tPrec@1 16.797 (21.996)\tPrec@5 84.766 (80.745)\n",
            " * Prec@1 21.803 Prec@5 80.396\n",
            "Epoch: [87][0/663]\tTime 5.365 (5.365)\tData 5.012 (5.012)\tLoss 1.8060 (1.8060)\tPrec@1 29.688 (29.688)\tPrec@5 89.844 (89.844)\n",
            "Epoch: [87][10/663]\tTime 0.282 (1.123)\tData 0.000 (0.838)\tLoss 1.7586 (1.7581)\tPrec@1 29.688 (27.770)\tPrec@5 91.016 (90.803)\n",
            "Epoch: [87][20/663]\tTime 0.266 (1.014)\tData 0.001 (0.729)\tLoss 1.8017 (1.7512)\tPrec@1 25.781 (27.288)\tPrec@5 89.844 (91.518)\n",
            "Epoch: [87][30/663]\tTime 2.832 (0.956)\tData 2.525 (0.672)\tLoss 1.7612 (1.7573)\tPrec@1 26.953 (27.331)\tPrec@5 91.797 (91.268)\n",
            "Epoch: [87][40/663]\tTime 0.283 (0.883)\tData 0.001 (0.599)\tLoss 1.7090 (1.7553)\tPrec@1 30.078 (27.410)\tPrec@5 89.844 (91.368)\n",
            "Epoch: [87][50/663]\tTime 0.260 (0.893)\tData 0.001 (0.608)\tLoss 1.7767 (1.7571)\tPrec@1 27.734 (27.405)\tPrec@5 89.844 (91.445)\n",
            "Epoch: [87][60/663]\tTime 2.669 (0.891)\tData 2.345 (0.605)\tLoss 1.8023 (1.7578)\tPrec@1 24.219 (27.235)\tPrec@5 90.625 (91.419)\n",
            "Epoch: [87][70/663]\tTime 0.289 (0.858)\tData 0.000 (0.574)\tLoss 1.7655 (1.7595)\tPrec@1 23.047 (27.058)\tPrec@5 91.016 (91.362)\n",
            "Epoch: [87][80/663]\tTime 0.270 (0.864)\tData 0.000 (0.580)\tLoss 1.8315 (1.7603)\tPrec@1 21.484 (26.886)\tPrec@5 88.672 (91.315)\n",
            "Epoch: [87][90/663]\tTime 2.589 (0.858)\tData 2.245 (0.574)\tLoss 1.6615 (1.7592)\tPrec@1 31.641 (26.906)\tPrec@5 93.359 (91.286)\n",
            "Epoch: [87][100/663]\tTime 0.283 (0.843)\tData 0.000 (0.560)\tLoss 1.8197 (1.7589)\tPrec@1 23.047 (26.965)\tPrec@5 91.016 (91.255)\n",
            "Epoch: [87][110/663]\tTime 0.269 (0.851)\tData 0.000 (0.567)\tLoss 1.7940 (1.7603)\tPrec@1 26.562 (27.080)\tPrec@5 89.453 (91.220)\n",
            "Epoch: [87][120/663]\tTime 1.916 (0.844)\tData 1.627 (0.560)\tLoss 1.6623 (1.7625)\tPrec@1 32.422 (27.056)\tPrec@5 95.312 (91.132)\n",
            "Epoch: [87][130/663]\tTime 0.269 (0.836)\tData 0.000 (0.553)\tLoss 1.8078 (1.7620)\tPrec@1 24.609 (27.031)\tPrec@5 90.625 (91.153)\n",
            "Epoch: [87][140/663]\tTime 0.259 (0.842)\tData 0.000 (0.558)\tLoss 1.6893 (1.7617)\tPrec@1 33.594 (27.144)\tPrec@5 93.750 (91.154)\n",
            "Epoch: [87][150/663]\tTime 0.504 (0.829)\tData 0.234 (0.545)\tLoss 1.7600 (1.7608)\tPrec@1 27.734 (27.258)\tPrec@5 89.453 (91.179)\n",
            "Epoch: [87][160/663]\tTime 0.282 (0.829)\tData 0.005 (0.544)\tLoss 1.7082 (1.7604)\tPrec@1 28.906 (27.276)\tPrec@5 92.969 (91.198)\n",
            "Epoch: [87][170/663]\tTime 0.256 (0.831)\tData 0.000 (0.546)\tLoss 1.7545 (1.7596)\tPrec@1 28.125 (27.278)\tPrec@5 92.578 (91.235)\n",
            "Epoch: [87][180/663]\tTime 0.509 (0.820)\tData 0.248 (0.533)\tLoss 1.7490 (1.7587)\tPrec@1 24.219 (27.316)\tPrec@5 92.188 (91.247)\n",
            "Epoch: [87][190/663]\tTime 0.286 (0.824)\tData 0.000 (0.537)\tLoss 1.7334 (1.7578)\tPrec@1 26.953 (27.223)\tPrec@5 93.359 (91.281)\n",
            "Epoch: [87][200/663]\tTime 0.270 (0.831)\tData 0.000 (0.544)\tLoss 1.7953 (1.7584)\tPrec@1 30.469 (27.258)\tPrec@5 92.188 (91.301)\n",
            "Epoch: [87][210/663]\tTime 0.268 (0.823)\tData 0.000 (0.535)\tLoss 1.7292 (1.7592)\tPrec@1 25.781 (27.185)\tPrec@5 92.578 (91.275)\n",
            "Epoch: [87][220/663]\tTime 0.265 (0.829)\tData 0.000 (0.542)\tLoss 1.7369 (1.7587)\tPrec@1 26.172 (27.172)\tPrec@5 92.969 (91.272)\n",
            "Epoch: [87][230/663]\tTime 0.272 (0.832)\tData 0.000 (0.545)\tLoss 1.6868 (1.7572)\tPrec@1 31.641 (27.200)\tPrec@5 94.141 (91.322)\n",
            "Epoch: [87][240/663]\tTime 0.263 (0.822)\tData 0.000 (0.535)\tLoss 1.7992 (1.7572)\tPrec@1 26.953 (27.204)\tPrec@5 89.062 (91.311)\n",
            "Epoch: [87][250/663]\tTime 0.264 (0.827)\tData 0.000 (0.539)\tLoss 1.7746 (1.7577)\tPrec@1 25.000 (27.168)\tPrec@5 91.797 (91.314)\n",
            "Epoch: [87][260/663]\tTime 0.338 (0.830)\tData 0.000 (0.542)\tLoss 1.7865 (1.7583)\tPrec@1 28.125 (27.160)\tPrec@5 90.234 (91.290)\n",
            "Epoch: [87][270/663]\tTime 0.269 (0.822)\tData 0.000 (0.533)\tLoss 1.7920 (1.7587)\tPrec@1 25.391 (27.119)\tPrec@5 91.797 (91.282)\n",
            "Epoch: [87][280/663]\tTime 0.319 (0.828)\tData 0.000 (0.538)\tLoss 1.8162 (1.7585)\tPrec@1 23.828 (27.059)\tPrec@5 90.234 (91.312)\n",
            "Epoch: [87][290/663]\tTime 0.281 (0.832)\tData 0.000 (0.542)\tLoss 1.7628 (1.7586)\tPrec@1 23.047 (27.042)\tPrec@5 92.969 (91.331)\n",
            "Epoch: [87][300/663]\tTime 0.294 (0.826)\tData 0.000 (0.535)\tLoss 1.7713 (1.7586)\tPrec@1 32.031 (27.022)\tPrec@5 90.625 (91.321)\n",
            "Epoch: [87][310/663]\tTime 0.278 (0.830)\tData 0.003 (0.539)\tLoss 1.7171 (1.7579)\tPrec@1 26.562 (27.040)\tPrec@5 94.141 (91.337)\n",
            "Epoch: [87][320/663]\tTime 0.270 (0.834)\tData 0.000 (0.543)\tLoss 1.7668 (1.7572)\tPrec@1 26.953 (27.087)\tPrec@5 90.234 (91.345)\n",
            "Epoch: [87][330/663]\tTime 0.275 (0.826)\tData 0.003 (0.535)\tLoss 1.8082 (1.7573)\tPrec@1 26.953 (27.059)\tPrec@5 89.062 (91.351)\n",
            "Epoch: [87][340/663]\tTime 0.277 (0.831)\tData 0.000 (0.540)\tLoss 1.7901 (1.7572)\tPrec@1 26.953 (27.060)\tPrec@5 91.016 (91.347)\n",
            "Epoch: [87][350/663]\tTime 0.309 (0.834)\tData 0.002 (0.543)\tLoss 1.7326 (1.7574)\tPrec@1 27.734 (27.044)\tPrec@5 91.016 (91.335)\n",
            "Epoch: [87][360/663]\tTime 0.264 (0.829)\tData 0.000 (0.538)\tLoss 1.6857 (1.7570)\tPrec@1 31.641 (27.078)\tPrec@5 92.969 (91.351)\n",
            "Epoch: [87][370/663]\tTime 0.279 (0.833)\tData 0.001 (0.541)\tLoss 1.7488 (1.7565)\tPrec@1 32.031 (27.118)\tPrec@5 88.281 (91.347)\n",
            "Epoch: [87][380/663]\tTime 0.269 (0.834)\tData 0.000 (0.543)\tLoss 1.7227 (1.7561)\tPrec@1 30.859 (27.126)\tPrec@5 92.578 (91.371)\n",
            "Epoch: [87][390/663]\tTime 0.290 (0.830)\tData 0.000 (0.539)\tLoss 1.7733 (1.7562)\tPrec@1 26.953 (27.109)\tPrec@5 90.625 (91.375)\n",
            "Epoch: [87][400/663]\tTime 0.427 (0.834)\tData 0.000 (0.542)\tLoss 1.7685 (1.7564)\tPrec@1 30.469 (27.111)\tPrec@5 93.750 (91.371)\n",
            "Epoch: [87][410/663]\tTime 0.267 (0.835)\tData 0.000 (0.543)\tLoss 1.6646 (1.7559)\tPrec@1 28.125 (27.129)\tPrec@5 93.359 (91.370)\n",
            "Epoch: [87][420/663]\tTime 0.297 (0.831)\tData 0.000 (0.539)\tLoss 1.7206 (1.7563)\tPrec@1 28.516 (27.089)\tPrec@5 92.578 (91.379)\n",
            "Epoch: [87][430/663]\tTime 0.291 (0.834)\tData 0.000 (0.542)\tLoss 1.7179 (1.7562)\tPrec@1 32.031 (27.127)\tPrec@5 91.797 (91.365)\n",
            "Epoch: [87][440/663]\tTime 0.276 (0.836)\tData 0.000 (0.543)\tLoss 1.7173 (1.7558)\tPrec@1 25.391 (27.143)\tPrec@5 91.406 (91.374)\n",
            "Epoch: [87][450/663]\tTime 0.268 (0.831)\tData 0.000 (0.539)\tLoss 1.7550 (1.7560)\tPrec@1 26.562 (27.147)\tPrec@5 92.188 (91.368)\n",
            "Epoch: [87][460/663]\tTime 0.305 (0.833)\tData 0.000 (0.540)\tLoss 1.6964 (1.7555)\tPrec@1 31.250 (27.161)\tPrec@5 92.188 (91.392)\n",
            "Epoch: [87][470/663]\tTime 0.327 (0.834)\tData 0.000 (0.541)\tLoss 1.7354 (1.7555)\tPrec@1 22.656 (27.134)\tPrec@5 91.797 (91.384)\n",
            "Epoch: [87][480/663]\tTime 0.264 (0.830)\tData 0.001 (0.537)\tLoss 1.7266 (1.7552)\tPrec@1 28.125 (27.133)\tPrec@5 91.016 (91.383)\n",
            "Epoch: [87][490/663]\tTime 0.276 (0.833)\tData 0.000 (0.539)\tLoss 1.7790 (1.7547)\tPrec@1 23.438 (27.130)\tPrec@5 93.750 (91.404)\n",
            "Epoch: [87][500/663]\tTime 0.306 (0.833)\tData 0.000 (0.539)\tLoss 1.7736 (1.7550)\tPrec@1 28.516 (27.126)\tPrec@5 90.234 (91.388)\n",
            "Epoch: [87][510/663]\tTime 0.319 (0.830)\tData 0.000 (0.536)\tLoss 1.7662 (1.7549)\tPrec@1 25.000 (27.106)\tPrec@5 90.234 (91.392)\n",
            "Epoch: [87][520/663]\tTime 0.347 (0.833)\tData 0.000 (0.539)\tLoss 1.8203 (1.7551)\tPrec@1 23.438 (27.102)\tPrec@5 89.453 (91.405)\n",
            "Epoch: [87][530/663]\tTime 0.275 (0.835)\tData 0.000 (0.541)\tLoss 1.7353 (1.7548)\tPrec@1 29.688 (27.150)\tPrec@5 91.406 (91.400)\n",
            "Epoch: [87][540/663]\tTime 0.327 (0.834)\tData 0.000 (0.539)\tLoss 1.7281 (1.7545)\tPrec@1 29.297 (27.168)\tPrec@5 92.188 (91.407)\n",
            "Epoch: [87][550/663]\tTime 0.383 (0.837)\tData 0.000 (0.542)\tLoss 1.7040 (1.7544)\tPrec@1 29.297 (27.159)\tPrec@5 94.531 (91.408)\n",
            "Epoch: [87][560/663]\tTime 0.291 (0.838)\tData 0.000 (0.543)\tLoss 1.7554 (1.7541)\tPrec@1 30.469 (27.159)\tPrec@5 90.625 (91.415)\n",
            "Epoch: [87][570/663]\tTime 0.268 (0.835)\tData 0.000 (0.540)\tLoss 1.7277 (1.7541)\tPrec@1 29.297 (27.162)\tPrec@5 92.188 (91.432)\n",
            "Epoch: [87][580/663]\tTime 0.373 (0.838)\tData 0.000 (0.543)\tLoss 1.7161 (1.7539)\tPrec@1 29.688 (27.172)\tPrec@5 91.797 (91.442)\n",
            "Epoch: [87][590/663]\tTime 0.294 (0.841)\tData 0.000 (0.545)\tLoss 1.7579 (1.7540)\tPrec@1 28.906 (27.155)\tPrec@5 90.625 (91.435)\n",
            "Epoch: [87][600/663]\tTime 0.275 (0.839)\tData 0.000 (0.543)\tLoss 1.7097 (1.7539)\tPrec@1 30.469 (27.175)\tPrec@5 91.406 (91.445)\n",
            "Epoch: [87][610/663]\tTime 0.284 (0.841)\tData 0.001 (0.544)\tLoss 1.7876 (1.7542)\tPrec@1 26.562 (27.167)\tPrec@5 91.016 (91.439)\n",
            "Epoch: [87][620/663]\tTime 0.335 (0.843)\tData 0.002 (0.546)\tLoss 1.7540 (1.7542)\tPrec@1 25.391 (27.168)\tPrec@5 93.359 (91.450)\n",
            "Epoch: [87][630/663]\tTime 0.293 (0.840)\tData 0.000 (0.543)\tLoss 1.7706 (1.7544)\tPrec@1 23.828 (27.181)\tPrec@5 91.016 (91.444)\n",
            "Epoch: [87][640/663]\tTime 0.272 (0.843)\tData 0.000 (0.546)\tLoss 1.7129 (1.7542)\tPrec@1 26.172 (27.167)\tPrec@5 90.625 (91.451)\n",
            "Epoch: [87][650/663]\tTime 0.302 (0.845)\tData 0.007 (0.548)\tLoss 1.7346 (1.7541)\tPrec@1 27.734 (27.175)\tPrec@5 93.359 (91.438)\n",
            "Epoch: [87][660/663]\tTime 0.265 (0.839)\tData 0.000 (0.542)\tLoss 1.7870 (1.7542)\tPrec@1 26.172 (27.169)\tPrec@5 91.797 (91.435)\n",
            "Test: [0/166]\tTime 5.372 (5.372)\tLoss 2.2214 (2.2214)\tPrec@1 14.453 (14.453)\tPrec@5 73.828 (73.828)\n",
            "Test: [10/166]\tTime 0.351 (1.147)\tLoss 14.6378 (4.4016)\tPrec@1 0.000 (12.358)\tPrec@5 0.000 (61.506)\n",
            "Test: [20/166]\tTime 0.325 (1.109)\tLoss 14.2903 (9.1385)\tPrec@1 0.000 (6.473)\tPrec@5 0.000 (32.217)\n",
            "Test: [30/166]\tTime 3.891 (1.091)\tLoss 3.8730 (10.4648)\tPrec@1 12.891 (4.801)\tPrec@5 75.000 (24.244)\n",
            "Test: [40/166]\tTime 0.351 (0.990)\tLoss 2.0556 (8.4096)\tPrec@1 17.188 (8.451)\tPrec@5 87.109 (39.710)\n",
            "Test: [50/166]\tTime 0.460 (0.985)\tLoss 2.2247 (7.1788)\tPrec@1 13.281 (9.635)\tPrec@5 85.156 (48.882)\n",
            "Test: [60/166]\tTime 3.103 (0.971)\tLoss 2.1142 (6.3513)\tPrec@1 20.312 (10.649)\tPrec@5 91.016 (55.257)\n",
            "Test: [70/166]\tTime 0.312 (0.926)\tLoss 1.7232 (5.7202)\tPrec@1 17.188 (11.851)\tPrec@5 97.266 (60.668)\n",
            "Test: [80/166]\tTime 0.330 (0.930)\tLoss 1.6478 (5.2216)\tPrec@1 25.391 (13.021)\tPrec@5 98.828 (65.360)\n",
            "Test: [90/166]\tTime 3.410 (0.930)\tLoss 1.6118 (4.8302)\tPrec@1 25.000 (13.899)\tPrec@5 98.047 (69.033)\n",
            "Test: [100/166]\tTime 0.335 (0.905)\tLoss 1.6457 (4.5182)\tPrec@1 24.219 (14.650)\tPrec@5 98.438 (71.976)\n",
            "Test: [110/166]\tTime 0.334 (0.916)\tLoss 1.6211 (4.2559)\tPrec@1 24.219 (15.523)\tPrec@5 99.219 (74.409)\n",
            "Test: [120/166]\tTime 3.525 (0.922)\tLoss 1.3753 (4.0238)\tPrec@1 41.797 (17.091)\tPrec@5 99.609 (76.495)\n",
            "Test: [130/166]\tTime 0.321 (0.902)\tLoss 1.4178 (3.8290)\tPrec@1 39.844 (18.365)\tPrec@5 99.609 (78.256)\n",
            "Test: [140/166]\tTime 0.341 (0.905)\tLoss 1.4285 (3.6634)\tPrec@1 46.484 (19.664)\tPrec@5 99.609 (79.782)\n",
            "Test: [150/166]\tTime 3.724 (0.907)\tLoss 1.4579 (3.5184)\tPrec@1 43.359 (21.236)\tPrec@5 100.000 (81.108)\n",
            "Test: [160/166]\tTime 0.313 (0.887)\tLoss 1.9818 (3.4132)\tPrec@1 17.188 (21.399)\tPrec@5 87.109 (81.733)\n",
            " * Prec@1 21.082 Prec@5 81.205\n",
            "Epoch: [88][0/663]\tTime 6.404 (6.404)\tData 6.088 (6.088)\tLoss 1.7633 (1.7633)\tPrec@1 28.516 (28.516)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [88][10/663]\tTime 0.277 (1.186)\tData 0.000 (0.901)\tLoss 1.7252 (1.7506)\tPrec@1 30.859 (28.374)\tPrec@5 90.625 (92.045)\n",
            "Epoch: [88][20/663]\tTime 0.271 (1.101)\tData 0.000 (0.817)\tLoss 1.7271 (1.7452)\tPrec@1 31.250 (27.623)\tPrec@5 92.188 (92.169)\n",
            "Epoch: [88][30/663]\tTime 3.381 (1.047)\tData 3.054 (0.763)\tLoss 1.7515 (1.7509)\tPrec@1 28.906 (27.457)\tPrec@5 91.016 (91.784)\n",
            "Epoch: [88][40/663]\tTime 0.288 (0.938)\tData 0.000 (0.655)\tLoss 1.7692 (1.7491)\tPrec@1 26.562 (27.449)\tPrec@5 91.797 (91.845)\n",
            "Epoch: [88][50/663]\tTime 0.271 (0.936)\tData 0.002 (0.652)\tLoss 1.7272 (1.7496)\tPrec@1 28.906 (27.505)\tPrec@5 92.578 (91.621)\n",
            "Epoch: [88][60/663]\tTime 3.429 (0.936)\tData 3.112 (0.651)\tLoss 1.7162 (1.7494)\tPrec@1 31.641 (27.369)\tPrec@5 91.406 (91.611)\n",
            "Epoch: [88][70/663]\tTime 0.289 (0.892)\tData 0.000 (0.607)\tLoss 1.7841 (1.7507)\tPrec@1 23.047 (27.289)\tPrec@5 92.188 (91.610)\n",
            "Epoch: [88][80/663]\tTime 0.287 (0.898)\tData 0.000 (0.613)\tLoss 1.8180 (1.7513)\tPrec@1 26.562 (27.286)\tPrec@5 87.891 (91.561)\n",
            "Epoch: [88][90/663]\tTime 3.028 (0.899)\tData 2.706 (0.613)\tLoss 1.7733 (1.7531)\tPrec@1 30.469 (27.335)\tPrec@5 91.797 (91.539)\n",
            "Epoch: [88][100/663]\tTime 0.286 (0.883)\tData 0.000 (0.595)\tLoss 1.7868 (1.7538)\tPrec@1 27.344 (27.386)\tPrec@5 91.016 (91.480)\n",
            "Epoch: [88][110/663]\tTime 0.268 (0.896)\tData 0.004 (0.609)\tLoss 1.7305 (1.7537)\tPrec@1 27.734 (27.305)\tPrec@5 92.969 (91.452)\n",
            "Epoch: [88][120/663]\tTime 2.117 (0.890)\tData 1.784 (0.601)\tLoss 1.7681 (1.7536)\tPrec@1 28.516 (27.289)\tPrec@5 90.234 (91.464)\n",
            "Epoch: [88][130/663]\tTime 0.271 (0.881)\tData 0.000 (0.594)\tLoss 1.7870 (1.7529)\tPrec@1 27.734 (27.326)\tPrec@5 88.672 (91.499)\n",
            "Epoch: [88][140/663]\tTime 0.323 (0.887)\tData 0.000 (0.598)\tLoss 1.7607 (1.7545)\tPrec@1 32.812 (27.250)\tPrec@5 92.188 (91.434)\n",
            "Epoch: [88][150/663]\tTime 0.283 (0.867)\tData 0.000 (0.578)\tLoss 1.8104 (1.7551)\tPrec@1 25.781 (27.256)\tPrec@5 91.016 (91.435)\n",
            "Epoch: [88][160/663]\tTime 0.270 (0.875)\tData 0.000 (0.585)\tLoss 1.8267 (1.7554)\tPrec@1 25.781 (27.201)\tPrec@5 89.453 (91.447)\n",
            "Epoch: [88][170/663]\tTime 0.281 (0.878)\tData 0.000 (0.588)\tLoss 1.7632 (1.7557)\tPrec@1 30.859 (27.243)\tPrec@5 91.797 (91.422)\n",
            "Epoch: [88][180/663]\tTime 0.274 (0.867)\tData 0.000 (0.576)\tLoss 1.7604 (1.7549)\tPrec@1 25.781 (27.191)\tPrec@5 91.406 (91.456)\n",
            "Epoch: [88][190/663]\tTime 0.277 (0.871)\tData 0.000 (0.580)\tLoss 1.7727 (1.7544)\tPrec@1 25.391 (27.158)\tPrec@5 92.969 (91.484)\n",
            "Epoch: [88][200/663]\tTime 0.277 (0.877)\tData 0.000 (0.585)\tLoss 1.7368 (1.7550)\tPrec@1 21.484 (27.144)\tPrec@5 91.016 (91.466)\n",
            "Epoch: [88][210/663]\tTime 0.272 (0.864)\tData 0.000 (0.572)\tLoss 1.7243 (1.7546)\tPrec@1 31.250 (27.166)\tPrec@5 91.406 (91.465)\n",
            "Epoch: [88][220/663]\tTime 0.287 (0.869)\tData 0.000 (0.576)\tLoss 1.7533 (1.7549)\tPrec@1 28.906 (27.179)\tPrec@5 92.578 (91.459)\n",
            "Epoch: [88][230/663]\tTime 0.285 (0.872)\tData 0.000 (0.579)\tLoss 1.8075 (1.7550)\tPrec@1 23.828 (27.149)\tPrec@5 90.625 (91.440)\n",
            "Epoch: [88][240/663]\tTime 0.343 (0.862)\tData 0.000 (0.568)\tLoss 1.7618 (1.7550)\tPrec@1 23.828 (27.114)\tPrec@5 92.578 (91.455)\n",
            "Epoch: [88][250/663]\tTime 0.274 (0.866)\tData 0.000 (0.573)\tLoss 1.6808 (1.7545)\tPrec@1 26.172 (27.104)\tPrec@5 92.969 (91.479)\n",
            "Epoch: [88][260/663]\tTime 0.326 (0.870)\tData 0.004 (0.577)\tLoss 1.8198 (1.7548)\tPrec@1 24.219 (27.076)\tPrec@5 87.891 (91.463)\n",
            "Epoch: [88][270/663]\tTime 0.280 (0.861)\tData 0.000 (0.567)\tLoss 1.7173 (1.7553)\tPrec@1 31.641 (27.038)\tPrec@5 93.359 (91.448)\n",
            "Epoch: [88][280/663]\tTime 0.286 (0.864)\tData 0.000 (0.571)\tLoss 1.7022 (1.7548)\tPrec@1 25.781 (27.034)\tPrec@5 92.969 (91.465)\n",
            "Epoch: [88][290/663]\tTime 0.322 (0.870)\tData 0.000 (0.576)\tLoss 1.8055 (1.7545)\tPrec@1 26.562 (27.048)\tPrec@5 87.500 (91.471)\n",
            "Epoch: [88][300/663]\tTime 0.288 (0.860)\tData 0.000 (0.566)\tLoss 1.7201 (1.7554)\tPrec@1 27.344 (27.028)\tPrec@5 93.750 (91.457)\n",
            "Epoch: [88][310/663]\tTime 0.350 (0.864)\tData 0.000 (0.569)\tLoss 1.7394 (1.7554)\tPrec@1 28.516 (26.987)\tPrec@5 88.672 (91.443)\n",
            "Epoch: [88][320/663]\tTime 0.275 (0.866)\tData 0.000 (0.571)\tLoss 1.8001 (1.7549)\tPrec@1 31.250 (26.988)\tPrec@5 91.406 (91.484)\n",
            "Epoch: [88][330/663]\tTime 0.312 (0.858)\tData 0.000 (0.563)\tLoss 1.6936 (1.7547)\tPrec@1 31.250 (27.004)\tPrec@5 93.359 (91.488)\n",
            "Epoch: [88][340/663]\tTime 0.330 (0.859)\tData 0.002 (0.563)\tLoss 1.7478 (1.7548)\tPrec@1 26.562 (27.028)\tPrec@5 91.016 (91.480)\n",
            "Epoch: [88][350/663]\tTime 0.283 (0.860)\tData 0.004 (0.564)\tLoss 1.6660 (1.7549)\tPrec@1 29.688 (27.033)\tPrec@5 94.531 (91.461)\n",
            "Epoch: [88][360/663]\tTime 0.294 (0.853)\tData 0.000 (0.556)\tLoss 1.7008 (1.7547)\tPrec@1 27.344 (27.019)\tPrec@5 94.141 (91.481)\n",
            "Epoch: [88][370/663]\tTime 0.287 (0.853)\tData 0.000 (0.556)\tLoss 1.7488 (1.7542)\tPrec@1 26.562 (27.043)\tPrec@5 90.625 (91.490)\n",
            "Epoch: [88][380/663]\tTime 0.261 (0.855)\tData 0.000 (0.558)\tLoss 1.7821 (1.7542)\tPrec@1 31.250 (27.063)\tPrec@5 88.672 (91.492)\n",
            "Epoch: [88][390/663]\tTime 0.278 (0.849)\tData 0.000 (0.552)\tLoss 1.7863 (1.7538)\tPrec@1 22.266 (27.033)\tPrec@5 89.453 (91.493)\n",
            "Epoch: [88][400/663]\tTime 0.302 (0.851)\tData 0.000 (0.554)\tLoss 1.7197 (1.7535)\tPrec@1 31.641 (27.041)\tPrec@5 93.359 (91.505)\n",
            "Epoch: [88][410/663]\tTime 0.269 (0.852)\tData 0.000 (0.555)\tLoss 1.7652 (1.7533)\tPrec@1 25.000 (27.045)\tPrec@5 91.406 (91.511)\n",
            "Epoch: [88][420/663]\tTime 0.282 (0.847)\tData 0.000 (0.550)\tLoss 1.7767 (1.7533)\tPrec@1 26.172 (27.066)\tPrec@5 93.359 (91.511)\n",
            "Epoch: [88][430/663]\tTime 0.368 (0.849)\tData 0.000 (0.552)\tLoss 1.7368 (1.7531)\tPrec@1 32.031 (27.119)\tPrec@5 93.359 (91.505)\n",
            "Epoch: [88][440/663]\tTime 0.280 (0.850)\tData 0.000 (0.553)\tLoss 1.8226 (1.7534)\tPrec@1 26.953 (27.113)\tPrec@5 89.844 (91.491)\n",
            "Epoch: [88][450/663]\tTime 0.389 (0.844)\tData 0.000 (0.547)\tLoss 1.7875 (1.7533)\tPrec@1 26.562 (27.164)\tPrec@5 89.844 (91.489)\n",
            "Epoch: [88][460/663]\tTime 0.277 (0.845)\tData 0.000 (0.548)\tLoss 1.8282 (1.7536)\tPrec@1 27.734 (27.157)\tPrec@5 91.016 (91.473)\n",
            "Epoch: [88][470/663]\tTime 0.279 (0.845)\tData 0.004 (0.548)\tLoss 1.7030 (1.7536)\tPrec@1 32.812 (27.160)\tPrec@5 94.141 (91.491)\n",
            "Epoch: [88][480/663]\tTime 0.290 (0.840)\tData 0.003 (0.543)\tLoss 1.7972 (1.7536)\tPrec@1 23.438 (27.135)\tPrec@5 91.406 (91.502)\n",
            "Epoch: [88][490/663]\tTime 0.266 (0.843)\tData 0.000 (0.546)\tLoss 1.7575 (1.7535)\tPrec@1 28.516 (27.118)\tPrec@5 90.234 (91.503)\n",
            "Epoch: [88][500/663]\tTime 0.292 (0.847)\tData 0.000 (0.549)\tLoss 1.7392 (1.7533)\tPrec@1 26.562 (27.133)\tPrec@5 91.797 (91.504)\n",
            "Epoch: [88][510/663]\tTime 0.283 (0.843)\tData 0.000 (0.546)\tLoss 1.7144 (1.7531)\tPrec@1 28.125 (27.141)\tPrec@5 91.406 (91.509)\n",
            "Epoch: [88][520/663]\tTime 0.280 (0.846)\tData 0.000 (0.548)\tLoss 1.7220 (1.7533)\tPrec@1 25.391 (27.150)\tPrec@5 91.016 (91.492)\n",
            "Epoch: [88][530/663]\tTime 0.267 (0.847)\tData 0.000 (0.550)\tLoss 1.7721 (1.7531)\tPrec@1 28.516 (27.174)\tPrec@5 90.625 (91.480)\n",
            "Epoch: [88][540/663]\tTime 0.274 (0.842)\tData 0.000 (0.545)\tLoss 1.7698 (1.7536)\tPrec@1 30.859 (27.160)\tPrec@5 87.891 (91.451)\n",
            "Epoch: [88][550/663]\tTime 0.349 (0.843)\tData 0.000 (0.546)\tLoss 1.7760 (1.7535)\tPrec@1 22.656 (27.181)\tPrec@5 91.016 (91.470)\n",
            "Epoch: [88][560/663]\tTime 0.261 (0.845)\tData 0.000 (0.548)\tLoss 1.8547 (1.7536)\tPrec@1 23.047 (27.177)\tPrec@5 89.453 (91.476)\n",
            "Epoch: [88][570/663]\tTime 0.284 (0.840)\tData 0.000 (0.543)\tLoss 1.8239 (1.7535)\tPrec@1 23.828 (27.192)\tPrec@5 89.844 (91.477)\n",
            "Epoch: [88][580/663]\tTime 0.304 (0.842)\tData 0.000 (0.545)\tLoss 1.7330 (1.7538)\tPrec@1 23.047 (27.169)\tPrec@5 91.406 (91.463)\n",
            "Epoch: [88][590/663]\tTime 0.261 (0.845)\tData 0.000 (0.548)\tLoss 1.7516 (1.7537)\tPrec@1 30.078 (27.163)\tPrec@5 90.234 (91.470)\n",
            "Epoch: [88][600/663]\tTime 0.373 (0.841)\tData 0.000 (0.544)\tLoss 1.7674 (1.7537)\tPrec@1 25.391 (27.154)\tPrec@5 92.578 (91.471)\n",
            "Epoch: [88][610/663]\tTime 0.264 (0.843)\tData 0.000 (0.546)\tLoss 1.7520 (1.7539)\tPrec@1 26.562 (27.145)\tPrec@5 92.188 (91.461)\n",
            "Epoch: [88][620/663]\tTime 0.275 (0.845)\tData 0.000 (0.548)\tLoss 1.7878 (1.7539)\tPrec@1 23.438 (27.154)\tPrec@5 89.453 (91.457)\n",
            "Epoch: [88][630/663]\tTime 0.272 (0.841)\tData 0.000 (0.544)\tLoss 1.6979 (1.7541)\tPrec@1 30.469 (27.135)\tPrec@5 93.750 (91.462)\n",
            "Epoch: [88][640/663]\tTime 0.273 (0.843)\tData 0.000 (0.546)\tLoss 1.7203 (1.7541)\tPrec@1 29.688 (27.125)\tPrec@5 92.578 (91.465)\n",
            "Epoch: [88][650/663]\tTime 0.284 (0.845)\tData 0.013 (0.548)\tLoss 1.7272 (1.7541)\tPrec@1 25.000 (27.107)\tPrec@5 94.141 (91.470)\n",
            "Epoch: [88][660/663]\tTime 0.264 (0.837)\tData 0.000 (0.541)\tLoss 1.7315 (1.7541)\tPrec@1 28.516 (27.127)\tPrec@5 92.578 (91.455)\n",
            "Test: [0/166]\tTime 5.254 (5.254)\tLoss 2.3192 (2.3192)\tPrec@1 16.406 (16.406)\tPrec@5 71.484 (71.484)\n",
            "Test: [10/166]\tTime 0.348 (1.161)\tLoss 14.4767 (4.4576)\tPrec@1 0.000 (13.423)\tPrec@5 0.000 (59.766)\n",
            "Test: [20/166]\tTime 0.332 (1.039)\tLoss 14.1662 (9.0980)\tPrec@1 0.000 (7.031)\tPrec@5 0.000 (31.306)\n",
            "Test: [30/166]\tTime 3.904 (1.040)\tLoss 4.0732 (10.4021)\tPrec@1 7.812 (5.015)\tPrec@5 73.438 (23.576)\n",
            "Test: [40/166]\tTime 0.345 (0.944)\tLoss 2.2770 (8.4144)\tPrec@1 8.594 (6.374)\tPrec@5 88.672 (39.062)\n",
            "Test: [50/166]\tTime 0.336 (0.967)\tLoss 2.4401 (7.2221)\tPrec@1 7.031 (6.633)\tPrec@5 84.766 (48.238)\n",
            "Test: [60/166]\tTime 3.726 (0.976)\tLoss 2.3467 (6.4229)\tPrec@1 9.766 (6.865)\tPrec@5 89.844 (54.534)\n",
            "Test: [70/166]\tTime 0.305 (0.931)\tLoss 1.7118 (5.7936)\tPrec@1 12.891 (7.647)\tPrec@5 98.438 (60.057)\n",
            "Test: [80/166]\tTime 0.311 (0.922)\tLoss 1.6441 (5.2860)\tPrec@1 15.625 (8.473)\tPrec@5 98.828 (64.902)\n",
            "Test: [90/166]\tTime 2.633 (0.914)\tLoss 1.6155 (4.8880)\tPrec@1 13.281 (9.096)\tPrec@5 99.219 (68.673)\n",
            "Test: [100/166]\tTime 0.307 (0.885)\tLoss 1.6504 (4.5704)\tPrec@1 14.844 (9.611)\tPrec@5 98.828 (71.697)\n",
            "Test: [110/166]\tTime 0.526 (0.889)\tLoss 1.3837 (4.2929)\tPrec@1 49.609 (12.352)\tPrec@5 100.000 (74.198)\n",
            "Test: [120/166]\tTime 2.595 (0.888)\tLoss 1.2025 (4.0419)\tPrec@1 69.141 (16.784)\tPrec@5 100.000 (76.327)\n",
            "Test: [130/166]\tTime 0.316 (0.877)\tLoss 1.2495 (3.8315)\tPrec@1 68.359 (20.357)\tPrec@5 100.000 (78.119)\n",
            "Test: [140/166]\tTime 0.317 (0.883)\tLoss 1.4978 (3.6612)\tPrec@1 19.531 (21.700)\tPrec@5 99.609 (79.651)\n",
            "Test: [150/166]\tTime 2.002 (0.877)\tLoss 1.5286 (3.5205)\tPrec@1 14.844 (21.541)\tPrec@5 100.000 (80.984)\n",
            "Test: [160/166]\tTime 0.285 (0.864)\tLoss 1.9904 (3.4169)\tPrec@1 18.359 (21.278)\tPrec@5 87.500 (81.648)\n",
            " * Prec@1 20.976 Prec@5 81.141\n",
            "Epoch: [89][0/663]\tTime 5.779 (5.779)\tData 5.455 (5.455)\tLoss 1.7599 (1.7599)\tPrec@1 29.688 (29.688)\tPrec@5 91.016 (91.016)\n",
            "Epoch: [89][10/663]\tTime 0.260 (1.053)\tData 0.000 (0.770)\tLoss 1.8288 (1.7569)\tPrec@1 24.609 (26.882)\tPrec@5 90.234 (91.371)\n",
            "Epoch: [89][20/663]\tTime 0.545 (1.003)\tData 0.231 (0.713)\tLoss 1.7149 (1.7447)\tPrec@1 26.172 (28.181)\tPrec@5 93.750 (91.685)\n",
            "Epoch: [89][30/663]\tTime 3.175 (0.965)\tData 2.849 (0.678)\tLoss 1.7436 (1.7487)\tPrec@1 26.953 (27.734)\tPrec@5 92.188 (91.507)\n",
            "Epoch: [89][40/663]\tTime 0.271 (0.885)\tData 0.000 (0.597)\tLoss 1.7469 (1.7540)\tPrec@1 26.953 (27.125)\tPrec@5 91.406 (91.463)\n",
            "Epoch: [89][50/663]\tTime 1.039 (0.894)\tData 0.746 (0.606)\tLoss 1.7979 (1.7551)\tPrec@1 24.219 (27.221)\tPrec@5 91.406 (91.575)\n",
            "Epoch: [89][60/663]\tTime 2.710 (0.886)\tData 2.400 (0.595)\tLoss 1.6768 (1.7524)\tPrec@1 30.469 (27.132)\tPrec@5 94.531 (91.624)\n",
            "Epoch: [89][70/663]\tTime 0.561 (0.865)\tData 0.297 (0.574)\tLoss 1.7142 (1.7529)\tPrec@1 26.172 (27.371)\tPrec@5 95.312 (91.599)\n",
            "Epoch: [89][80/663]\tTime 0.725 (0.868)\tData 0.459 (0.578)\tLoss 1.7759 (1.7549)\tPrec@1 26.172 (27.291)\tPrec@5 91.406 (91.536)\n",
            "Epoch: [89][90/663]\tTime 0.281 (0.870)\tData 0.000 (0.581)\tLoss 1.7432 (1.7544)\tPrec@1 26.953 (27.425)\tPrec@5 92.188 (91.479)\n",
            "Epoch: [89][100/663]\tTime 0.266 (0.888)\tData 0.000 (0.598)\tLoss 1.6956 (1.7538)\tPrec@1 30.078 (27.398)\tPrec@5 92.969 (91.538)\n",
            "Epoch: [89][110/663]\tTime 0.274 (0.867)\tData 0.000 (0.578)\tLoss 1.7736 (1.7539)\tPrec@1 28.125 (27.485)\tPrec@5 90.625 (91.519)\n",
            "Epoch: [89][120/663]\tTime 0.277 (0.868)\tData 0.000 (0.580)\tLoss 1.6680 (1.7510)\tPrec@1 26.562 (27.596)\tPrec@5 92.969 (91.506)\n",
            "Epoch: [89][130/663]\tTime 0.270 (0.877)\tData 0.000 (0.589)\tLoss 1.7410 (1.7530)\tPrec@1 27.734 (27.442)\tPrec@5 90.625 (91.469)\n",
            "Epoch: [89][140/663]\tTime 0.269 (0.875)\tData 0.002 (0.587)\tLoss 1.8219 (1.7531)\tPrec@1 23.438 (27.491)\tPrec@5 89.844 (91.456)\n",
            "Epoch: [89][150/663]\tTime 0.284 (0.865)\tData 0.000 (0.578)\tLoss 1.7569 (1.7530)\tPrec@1 23.828 (27.421)\tPrec@5 93.359 (91.476)\n",
            "Epoch: [89][160/663]\tTime 0.289 (0.872)\tData 0.000 (0.585)\tLoss 1.7095 (1.7535)\tPrec@1 32.812 (27.366)\tPrec@5 91.797 (91.474)\n",
            "Epoch: [89][170/663]\tTime 0.283 (0.881)\tData 0.000 (0.594)\tLoss 1.7587 (1.7544)\tPrec@1 29.688 (27.330)\tPrec@5 89.453 (91.415)\n",
            "Epoch: [89][180/663]\tTime 0.312 (0.870)\tData 0.000 (0.582)\tLoss 1.7204 (1.7532)\tPrec@1 29.688 (27.348)\tPrec@5 93.359 (91.490)\n",
            "Epoch: [89][190/663]\tTime 0.369 (0.876)\tData 0.000 (0.587)\tLoss 1.6856 (1.7539)\tPrec@1 28.516 (27.374)\tPrec@5 92.578 (91.461)\n",
            "Epoch: [89][200/663]\tTime 0.281 (0.882)\tData 0.005 (0.593)\tLoss 1.7497 (1.7546)\tPrec@1 28.906 (27.404)\tPrec@5 90.625 (91.420)\n",
            "Epoch: [89][210/663]\tTime 0.300 (0.870)\tData 0.000 (0.580)\tLoss 1.7615 (1.7549)\tPrec@1 24.219 (27.314)\tPrec@5 91.016 (91.427)\n",
            "Epoch: [89][220/663]\tTime 0.272 (0.875)\tData 0.000 (0.585)\tLoss 1.7416 (1.7549)\tPrec@1 28.516 (27.312)\tPrec@5 92.578 (91.440)\n",
            "Epoch: [89][230/663]\tTime 0.382 (0.879)\tData 0.000 (0.588)\tLoss 1.7697 (1.7552)\tPrec@1 25.781 (27.276)\tPrec@5 92.188 (91.445)\n",
            "Epoch: [89][240/663]\tTime 0.281 (0.871)\tData 0.001 (0.579)\tLoss 1.7415 (1.7551)\tPrec@1 25.781 (27.268)\tPrec@5 91.016 (91.460)\n",
            "Epoch: [89][250/663]\tTime 0.286 (0.874)\tData 0.001 (0.583)\tLoss 1.8288 (1.7556)\tPrec@1 29.297 (27.275)\tPrec@5 85.938 (91.414)\n",
            "Epoch: [89][260/663]\tTime 0.283 (0.880)\tData 0.000 (0.588)\tLoss 1.7401 (1.7558)\tPrec@1 28.125 (27.245)\tPrec@5 91.797 (91.384)\n",
            "Epoch: [89][270/663]\tTime 0.316 (0.871)\tData 0.000 (0.578)\tLoss 1.8274 (1.7565)\tPrec@1 26.562 (27.250)\tPrec@5 87.500 (91.372)\n",
            "Epoch: [89][280/663]\tTime 0.261 (0.875)\tData 0.000 (0.582)\tLoss 1.7374 (1.7563)\tPrec@1 27.734 (27.259)\tPrec@5 89.844 (91.358)\n",
            "Epoch: [89][290/663]\tTime 0.263 (0.879)\tData 0.000 (0.586)\tLoss 1.7508 (1.7560)\tPrec@1 28.906 (27.278)\tPrec@5 91.797 (91.358)\n",
            "Epoch: [89][300/663]\tTime 0.358 (0.870)\tData 0.000 (0.577)\tLoss 1.7406 (1.7560)\tPrec@1 25.781 (27.278)\tPrec@5 91.797 (91.361)\n",
            "Epoch: [89][310/663]\tTime 0.272 (0.873)\tData 0.000 (0.580)\tLoss 1.7559 (1.7568)\tPrec@1 26.562 (27.234)\tPrec@5 90.625 (91.330)\n",
            "Epoch: [89][320/663]\tTime 0.359 (0.878)\tData 0.000 (0.584)\tLoss 1.7817 (1.7569)\tPrec@1 28.125 (27.260)\tPrec@5 92.969 (91.325)\n",
            "Epoch: [89][330/663]\tTime 0.288 (0.870)\tData 0.000 (0.576)\tLoss 1.8655 (1.7569)\tPrec@1 25.391 (27.280)\tPrec@5 87.109 (91.317)\n",
            "Epoch: [89][340/663]\tTime 0.268 (0.874)\tData 0.000 (0.580)\tLoss 1.7584 (1.7570)\tPrec@1 29.688 (27.281)\tPrec@5 91.797 (91.311)\n",
            "Epoch: [89][350/663]\tTime 0.275 (0.875)\tData 0.000 (0.581)\tLoss 1.7785 (1.7567)\tPrec@1 26.953 (27.289)\tPrec@5 92.188 (91.316)\n",
            "Epoch: [89][360/663]\tTime 0.312 (0.869)\tData 0.000 (0.575)\tLoss 1.7190 (1.7566)\tPrec@1 30.469 (27.329)\tPrec@5 92.188 (91.325)\n",
            "Epoch: [89][370/663]\tTime 0.380 (0.872)\tData 0.008 (0.577)\tLoss 1.7249 (1.7563)\tPrec@1 26.172 (27.349)\tPrec@5 91.797 (91.335)\n",
            "Epoch: [89][380/663]\tTime 0.263 (0.875)\tData 0.000 (0.580)\tLoss 1.7866 (1.7568)\tPrec@1 22.266 (27.294)\tPrec@5 91.797 (91.339)\n",
            "Epoch: [89][390/663]\tTime 0.278 (0.869)\tData 0.006 (0.575)\tLoss 1.7788 (1.7567)\tPrec@1 24.609 (27.268)\tPrec@5 90.625 (91.343)\n",
            "Epoch: [89][400/663]\tTime 0.263 (0.871)\tData 0.000 (0.577)\tLoss 1.7357 (1.7565)\tPrec@1 27.344 (27.291)\tPrec@5 91.016 (91.319)\n",
            "Epoch: [89][410/663]\tTime 0.278 (0.873)\tData 0.000 (0.579)\tLoss 1.7909 (1.7569)\tPrec@1 25.000 (27.285)\tPrec@5 87.109 (91.301)\n",
            "Epoch: [89][420/663]\tTime 0.266 (0.867)\tData 0.000 (0.573)\tLoss 1.7091 (1.7567)\tPrec@1 27.734 (27.286)\tPrec@5 91.406 (91.306)\n",
            "Epoch: [89][430/663]\tTime 0.260 (0.867)\tData 0.000 (0.573)\tLoss 1.6833 (1.7561)\tPrec@1 35.938 (27.303)\tPrec@5 92.578 (91.321)\n",
            "Epoch: [89][440/663]\tTime 0.275 (0.868)\tData 0.001 (0.574)\tLoss 1.6882 (1.7561)\tPrec@1 27.734 (27.304)\tPrec@5 93.359 (91.323)\n",
            "Epoch: [89][450/663]\tTime 0.349 (0.862)\tData 0.000 (0.567)\tLoss 1.7667 (1.7561)\tPrec@1 26.172 (27.299)\tPrec@5 90.234 (91.315)\n",
            "Epoch: [89][460/663]\tTime 0.262 (0.862)\tData 0.001 (0.568)\tLoss 1.7552 (1.7560)\tPrec@1 23.047 (27.279)\tPrec@5 90.625 (91.321)\n",
            "Epoch: [89][470/663]\tTime 0.271 (0.863)\tData 0.004 (0.568)\tLoss 1.8042 (1.7561)\tPrec@1 22.656 (27.277)\tPrec@5 89.453 (91.308)\n",
            "Epoch: [89][480/663]\tTime 0.269 (0.858)\tData 0.000 (0.563)\tLoss 1.7097 (1.7558)\tPrec@1 23.828 (27.258)\tPrec@5 92.969 (91.333)\n",
            "Epoch: [89][490/663]\tTime 0.276 (0.859)\tData 0.000 (0.564)\tLoss 1.7530 (1.7554)\tPrec@1 25.391 (27.271)\tPrec@5 92.578 (91.358)\n",
            "Epoch: [89][500/663]\tTime 0.299 (0.860)\tData 0.001 (0.565)\tLoss 1.7298 (1.7553)\tPrec@1 25.000 (27.281)\tPrec@5 92.578 (91.373)\n",
            "Epoch: [89][510/663]\tTime 0.303 (0.856)\tData 0.000 (0.561)\tLoss 1.6872 (1.7552)\tPrec@1 26.562 (27.292)\tPrec@5 92.578 (91.375)\n",
            "Epoch: [89][520/663]\tTime 0.335 (0.858)\tData 0.000 (0.562)\tLoss 1.8226 (1.7551)\tPrec@1 25.391 (27.303)\tPrec@5 87.109 (91.370)\n",
            "Epoch: [89][530/663]\tTime 0.270 (0.859)\tData 0.000 (0.563)\tLoss 1.7727 (1.7549)\tPrec@1 25.000 (27.276)\tPrec@5 92.188 (91.378)\n",
            "Epoch: [89][540/663]\tTime 0.269 (0.855)\tData 0.000 (0.559)\tLoss 1.6854 (1.7544)\tPrec@1 27.734 (27.272)\tPrec@5 94.141 (91.385)\n",
            "Epoch: [89][550/663]\tTime 0.268 (0.857)\tData 0.000 (0.560)\tLoss 1.7925 (1.7548)\tPrec@1 21.094 (27.249)\tPrec@5 89.844 (91.376)\n",
            "Epoch: [89][560/663]\tTime 0.263 (0.857)\tData 0.000 (0.561)\tLoss 1.7556 (1.7546)\tPrec@1 23.047 (27.255)\tPrec@5 89.844 (91.380)\n",
            "Epoch: [89][570/663]\tTime 0.294 (0.853)\tData 0.001 (0.557)\tLoss 1.7242 (1.7544)\tPrec@1 23.828 (27.254)\tPrec@5 89.844 (91.379)\n",
            "Epoch: [89][580/663]\tTime 0.268 (0.854)\tData 0.000 (0.558)\tLoss 1.7071 (1.7542)\tPrec@1 26.562 (27.241)\tPrec@5 94.531 (91.393)\n",
            "Epoch: [89][590/663]\tTime 0.319 (0.855)\tData 0.000 (0.559)\tLoss 1.7827 (1.7546)\tPrec@1 27.344 (27.240)\tPrec@5 90.625 (91.390)\n",
            "Epoch: [89][600/663]\tTime 0.285 (0.849)\tData 0.000 (0.553)\tLoss 1.7330 (1.7545)\tPrec@1 25.391 (27.232)\tPrec@5 93.750 (91.399)\n",
            "Epoch: [89][610/663]\tTime 0.267 (0.851)\tData 0.000 (0.556)\tLoss 1.7393 (1.7547)\tPrec@1 26.562 (27.234)\tPrec@5 92.578 (91.385)\n",
            "Epoch: [89][620/663]\tTime 0.262 (0.853)\tData 0.000 (0.557)\tLoss 1.6992 (1.7545)\tPrec@1 25.391 (27.234)\tPrec@5 94.531 (91.396)\n",
            "Epoch: [89][630/663]\tTime 0.292 (0.850)\tData 0.000 (0.554)\tLoss 1.8375 (1.7547)\tPrec@1 23.047 (27.214)\tPrec@5 85.938 (91.388)\n",
            "Epoch: [89][640/663]\tTime 0.329 (0.852)\tData 0.000 (0.556)\tLoss 1.8575 (1.7549)\tPrec@1 23.438 (27.188)\tPrec@5 88.672 (91.390)\n",
            "Epoch: [89][650/663]\tTime 0.280 (0.854)\tData 0.004 (0.558)\tLoss 1.8040 (1.7550)\tPrec@1 20.703 (27.189)\tPrec@5 89.844 (91.374)\n",
            "Epoch: [89][660/663]\tTime 0.263 (0.846)\tData 0.000 (0.551)\tLoss 1.7432 (1.7552)\tPrec@1 29.297 (27.197)\tPrec@5 88.672 (91.360)\n",
            "Test: [0/166]\tTime 5.537 (5.537)\tLoss 2.2867 (2.2867)\tPrec@1 16.016 (16.016)\tPrec@5 70.703 (70.703)\n",
            "Test: [10/166]\tTime 0.306 (1.041)\tLoss 14.4080 (4.4163)\tPrec@1 0.000 (13.636)\tPrec@5 0.000 (58.345)\n",
            "Test: [20/166]\tTime 0.331 (0.941)\tLoss 14.0821 (9.0423)\tPrec@1 0.000 (7.143)\tPrec@5 0.000 (30.562)\n",
            "Test: [30/166]\tTime 2.985 (0.933)\tLoss 4.0089 (10.3414)\tPrec@1 6.250 (5.040)\tPrec@5 72.266 (23.034)\n",
            "Test: [40/166]\tTime 0.328 (0.880)\tLoss 2.2186 (8.3558)\tPrec@1 7.031 (6.059)\tPrec@5 84.766 (37.671)\n",
            "Test: [50/166]\tTime 0.314 (0.900)\tLoss 2.3868 (7.1654)\tPrec@1 6.641 (6.235)\tPrec@5 80.859 (46.454)\n",
            "Test: [60/166]\tTime 3.392 (0.917)\tLoss 2.2820 (6.3665)\tPrec@1 9.375 (6.404)\tPrec@5 87.109 (52.549)\n",
            "Test: [70/166]\tTime 0.335 (0.888)\tLoss 1.6151 (5.7337)\tPrec@1 28.516 (8.660)\tPrec@5 97.656 (58.165)\n",
            "Test: [80/166]\tTime 0.315 (0.899)\tLoss 1.5483 (5.2205)\tPrec@1 32.812 (11.391)\tPrec@5 98.828 (63.199)\n",
            "Test: [90/166]\tTime 3.997 (0.914)\tLoss 1.5217 (4.8187)\tPrec@1 31.250 (13.401)\tPrec@5 98.828 (67.132)\n",
            "Test: [100/166]\tTime 0.333 (0.891)\tLoss 1.5482 (4.4984)\tPrec@1 32.031 (15.080)\tPrec@5 98.828 (70.289)\n",
            "Test: [110/166]\tTime 0.322 (0.903)\tLoss 1.5937 (4.2328)\tPrec@1 27.734 (16.575)\tPrec@5 99.219 (72.889)\n",
            "Test: [120/166]\tTime 3.206 (0.908)\tLoss 1.3618 (4.0011)\tPrec@1 50.000 (18.653)\tPrec@5 99.609 (75.100)\n",
            "Test: [130/166]\tTime 0.322 (0.893)\tLoss 1.4029 (3.8066)\tPrec@1 44.922 (20.295)\tPrec@5 99.609 (76.965)\n",
            "Test: [140/166]\tTime 0.327 (0.902)\tLoss 1.5312 (3.6454)\tPrec@1 30.469 (21.155)\tPrec@5 99.219 (78.560)\n",
            "Test: [150/166]\tTime 3.343 (0.909)\tLoss 1.5631 (3.5081)\tPrec@1 21.875 (21.549)\tPrec@5 99.609 (79.938)\n",
            "Test: [160/166]\tTime 0.316 (0.893)\tLoss 1.9042 (3.4021)\tPrec@1 23.438 (21.632)\tPrec@5 88.281 (80.680)\n",
            " * Prec@1 21.412 Prec@5 80.339\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/units.py\", line 155, in get_converter\n",
            "    return self[type(x)]\n",
            "KeyError: <class 'numpy.ndarray'>\n",
            "\n",
            "During handling of the above exception, another exception occurred:\n",
            "\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/units.py\", line 155, in get_converter\n",
            "    return self[type(x)]\n",
            "KeyError: <class 'generator'>\n",
            "\n",
            "During handling of the above exception, another exception occurred:\n",
            "\n",
            "Traceback (most recent call last):\n",
            "  File \"train_placesCNNColab.py\", line 378, in <module>\n",
            "    main()\n",
            "  File \"train_placesCNNColab.py\", line 193, in main\n",
            "    plt.plot(actualFull,predicFull)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/pyplot.py\", line 2789, in plot\n",
            "    is not None else {}), **kwargs)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/axes/_axes.py\", line 1665, in plot\n",
            "    lines = [*self._get_lines(*args, data=data, **kwargs)]\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/axes/_base.py\", line 225, in __call__\n",
            "    yield from self._plot_args(this, kwargs)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/axes/_base.py\", line 391, in _plot_args\n",
            "    x, y = self._xy_from_xy(x, y)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/axes/_base.py\", line 243, in _xy_from_xy\n",
            "    bx = self.axes.xaxis.update_units(x)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/axis.py\", line 1487, in update_units\n",
            "    converter = munits.registry.get_converter(data)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/units.py\", line 165, in get_converter\n",
            "    return self.get_converter(first)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/units.py\", line 158, in get_converter\n",
            "    first = cbook.safe_first_element(x)\n",
            "  File \"/usr/local/lib/python3.6/dist-packages/matplotlib/cbook/__init__.py\", line 1668, in safe_first_element\n",
            "    raise RuntimeError(\"matplotlib does not support generators \"\n",
            "RuntimeError: matplotlib does not support generators as input\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "outputId": "43d54e17-2ec7-4a45-a711-9d2e021ca641",
        "id": "ScNNQ8qe2bQh",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 358
        }
      },
      "source": [
        "from google.colab import files\n",
        "files.download( \"resnet18_latest.pth.tar\")\n",
        "files.download( \"resnet18_best.pth.tar\")\n",
        "files.download( \"errorVsEpoch.pdf\")"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "error",
          "ename": "MessageError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mMessageError\u001b[0m                              Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-8-5a8a2f756852>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mgoogle\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolab\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownload\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0;34m\"resnet18_latest.pth.tar\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownload\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0;34m\"resnet18_best.pth.tar\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownload\u001b[0m\u001b[0;34m(\u001b[0m \u001b[0;34m\"errorVsEpoch.pdf\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/files.py\u001b[0m in \u001b[0;36mdownload\u001b[0;34m(filename)\u001b[0m\n\u001b[1;32m    176\u001b[0m       \u001b[0;34m'port'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mport\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    177\u001b[0m       \u001b[0;34m'path'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0m_os\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 178\u001b[0;31m       \u001b[0;34m'name'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0m_os\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbasename\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    179\u001b[0m   })\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/output/_js.py\u001b[0m in \u001b[0;36meval_js\u001b[0;34m(script, ignore_result)\u001b[0m\n\u001b[1;32m     37\u001b[0m   \u001b[0;32mif\u001b[0m \u001b[0mignore_result\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     38\u001b[0m     \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m   \u001b[0;32mreturn\u001b[0m \u001b[0m_message\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_reply_from_input\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest_id\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     40\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     41\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/_message.py\u001b[0m in \u001b[0;36mread_reply_from_input\u001b[0;34m(message_id, timeout_sec)\u001b[0m\n\u001b[1;32m    104\u001b[0m         reply.get('colab_msg_id') == message_id):\n\u001b[1;32m    105\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0;34m'error'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 106\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mMessageError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreply\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'error'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    107\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    108\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mMessageError\u001b[0m: TypeError: Failed to fetch"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "outputId": "9d86314c-47d9-40fe-e5fc-9177384a7be9",
        "id": "8WcU9vE52amD",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 323
        }
      },
      "source": [
        "!ls"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "adjectives_download.csv\t\t      places365CNN_mean.binaryproto\n",
            "cam_example.jpg\t\t\t      __pycache__\n",
            "categories_hybrid1365.txt\t      README.md\n",
            "categories_places365.txt\t      resnet18_best.pth.tar\n",
            "convert_model.py\t\t      resnet18_latest.pth.tar\n",
            "convert_python36.py\t\t      retrainCNN.py\n",
            "deploy_alexnet_places365.prototxt     run_placesCNN_basic_gen.py\n",
            "deploy_googlenet_places365.prototxt   run_placesCNN_basic.py\n",
            "deploy_resnet152_hybrid1365.prototxt  run_placesCNN_unified.py\n",
            "deploy_resnet152_places365.prototxt   scenicScoreDataset.py\n",
            "deploy_vgg16_hybrid1365.prototxt      solver_alexnet.prototxt\n",
            "deploy_vgg16_places365.prototxt       solver_vgg16.prototxt\n",
            "docker\t\t\t\t      train_placesCNNColab.py\n",
            "errorVsEpoch.pdf\t\t      train_placesCNN.py\n",
            "__init__.py\t\t\t      train_val_alexnet.prototxt\n",
            "IO_places365.txt\t\t      train_val_vgg16.prototxt\n",
            "labels_sunattribute.txt\t\t      wideresnet.py\n",
            "LICENSE\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XtWvMwsXjzTL",
        "colab_type": "code",
        "outputId": "b5bbbcf9-0784-4b12-9bae-45a6938c6cd2",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 307
        }
      },
      "source": [
        "files.download('resnet18_best.pth.tar')"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "error",
          "ename": "MessageError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mMessageError\u001b[0m                              Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-10-0fe29647b6b6>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'resnet18_best.pth.tar'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/files.py\u001b[0m in \u001b[0;36mdownload\u001b[0;34m(filename)\u001b[0m\n\u001b[1;32m    176\u001b[0m       \u001b[0;34m'port'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mport\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    177\u001b[0m       \u001b[0;34m'path'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0m_os\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mabspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 178\u001b[0;31m       \u001b[0;34m'name'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0m_os\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbasename\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    179\u001b[0m   })\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/output/_js.py\u001b[0m in \u001b[0;36meval_js\u001b[0;34m(script, ignore_result)\u001b[0m\n\u001b[1;32m     37\u001b[0m   \u001b[0;32mif\u001b[0m \u001b[0mignore_result\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     38\u001b[0m     \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m   \u001b[0;32mreturn\u001b[0m \u001b[0m_message\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_reply_from_input\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest_id\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     40\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     41\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/_message.py\u001b[0m in \u001b[0;36mread_reply_from_input\u001b[0;34m(message_id, timeout_sec)\u001b[0m\n\u001b[1;32m    104\u001b[0m         reply.get('colab_msg_id') == message_id):\n\u001b[1;32m    105\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0;34m'error'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 106\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mMessageError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreply\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'error'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    107\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    108\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mMessageError\u001b[0m: TypeError: Failed to fetch"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IlnwMrgp9KxJ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "files.download('resnet18_latest.pth.tar')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xaY77toS9PcC",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "files.download('resnet18_best.pth.tar')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GqaWzuq69TP4",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "files.download('errorVsEpoch.pdf')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yEeyQFh19XyN",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}