[404218]: / Code / PennyLane / Algorithm, Learning Rate Studies / HRyERyT1 / 0.00052 lr 25e RN18 96.1% kkawchak.ipynb

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{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 31,
      "metadata": {
        "id": "tvTsxVFhcEu4"
      },
      "outputs": [],
      "source": [
        "# This cell is added by sphinx-gallery\n",
        "# It can be customized to whatever you like\n",
        "%matplotlib inline\n",
        "# from google.colab import drive\n",
        "# drive.mount('/content/drive')\n",
        "# !pip install pennylane"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 32,
      "metadata": {
        "id": "YzU1v9emcEu6"
      },
      "outputs": [],
      "source": [
        "# Some parts of this code are based on the Python script:\n",
        "# https://github.com/pytorch/tutorials/blob/master/beginner_source/transfer_learning_tutorial.py\n",
        "# License: BSD\n",
        "\n",
        "import time\n",
        "import os\n",
        "import copy\n",
        "\n",
        "# PyTorch\n",
        "import torch\n",
        "import torch.nn as nn\n",
        "import torch.optim as optim\n",
        "from torch.optim import lr_scheduler\n",
        "import torchvision\n",
        "from torchvision import datasets, transforms\n",
        "\n",
        "# Pennylane\n",
        "import pennylane as qml\n",
        "from pennylane import numpy as np\n",
        "\n",
        "torch.manual_seed(42)\n",
        "np.random.seed(42)\n",
        "\n",
        "# Plotting\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "# OpenMP: number of parallel threads.\n",
        "os.environ[\"OMP_NUM_THREADS\"] = \"1\""
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "NMuS6xLqcEu6"
      },
      "source": [
        "Setting of the main hyper-parameters of the model\n",
        "=================================================\n",
        "\n",
        "::: {.note}\n",
        "::: {.title}\n",
        "Note\n",
        ":::\n",
        "\n",
        "To reproduce the results of Ref. \\[1\\], `num_epochs` should be set to\n",
        "`30` which may take a long time. We suggest to first try with\n",
        "`num_epochs=1` and, if everything runs smoothly, increase it to a larger\n",
        "value.\n",
        ":::\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 33,
      "metadata": {
        "id": "mwV5eRZ2cEu7"
      },
      "outputs": [],
      "source": [
        "n_qubits = 4                # Number of qubits\n",
        "step = 0.00052              # Learning rate\n",
        "batch_size = 4              # Number of samples for each training step\n",
        "num_epochs = 25             # Number of training epochs\n",
        "q_depth = 1                 # Depth of the quantum circuit (number of variational layers)\n",
        "gamma_lr_scheduler = 0.1    # Learning rate reduction applied every 10 epochs.\n",
        "q_delta = 0.01              # Initial spread of random quantum weights\n",
        "start_time = time.time()    # Start of the computation timer"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_1o4Rd7xcEu7"
      },
      "source": [
        "We initialize a PennyLane device with a `default.qubit` backend.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 34,
      "metadata": {
        "id": "VrhtaB9JcEu7"
      },
      "outputs": [],
      "source": [
        "dev = qml.device(\"default.qubit\", wires=n_qubits)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "mV03xQP_cEu7"
      },
      "source": [
        "We configure PyTorch to use CUDA only if available. Otherwise the CPU is\n",
        "used.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 35,
      "metadata": {
        "id": "8wyZgRPFcEu7"
      },
      "outputs": [],
      "source": [
        "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "KanGTiTWcEu7"
      },
      "source": [
        "Dataset loading\n",
        "===============\n",
        "\n",
        "::: {.note}\n",
        "::: {.title}\n",
        "Note\n",
        ":::\n",
        "\n",
        "The dataset containing images of *ants* and *bees* can be downloaded\n",
        "[here](https://download.pytorch.org/tutorial/hymenoptera_data.zip) and\n",
        "should be extracted in the subfolder `../_data/hymenoptera_data`.\n",
        ":::\n",
        "\n",
        "This is a very small dataset (roughly 250 images), too small for\n",
        "training from scratch a classical or quantum model, however it is enough\n",
        "when using *transfer learning* approach.\n",
        "\n",
        "The PyTorch packages `torchvision` and `torch.utils.data` are used for\n",
        "loading the dataset and performing standard preliminary image\n",
        "operations: resize, center, crop, normalize, *etc.*\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 36,
      "metadata": {
        "id": "MTp-0NbLcEu7"
      },
      "outputs": [],
      "source": [
        "data_transforms = {\n",
        "    \"train\": transforms.Compose(\n",
        "        [\n",
        "            # transforms.RandomResizedCrop(224),     # uncomment for data augmentation\n",
        "            # transforms.RandomHorizontalFlip(),     # uncomment for data augmentation\n",
        "            transforms.Resize(256),\n",
        "            transforms.CenterCrop(224),\n",
        "            transforms.ToTensor(),\n",
        "            # Normalize input channels using mean values and standard deviations of ImageNet.\n",
        "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
        "        ]\n",
        "    ),\n",
        "    \"val\": transforms.Compose(\n",
        "        [\n",
        "            transforms.Resize(256),\n",
        "            transforms.CenterCrop(224),\n",
        "            transforms.ToTensor(),\n",
        "            transforms.Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225]),\n",
        "        ]\n",
        "    ),\n",
        "}\n",
        "\n",
        "data_dir = \"/content/drive/MyDrive/Colab Notebooks/data/hymenoptera_data\"\n",
        "image_datasets = {\n",
        "    x if x == \"train\" else \"validation\": datasets.ImageFolder(\n",
        "        os.path.join(data_dir, x), data_transforms[x]\n",
        "    )\n",
        "    for x in [\"train\", \"val\"]\n",
        "}\n",
        "dataset_sizes = {x: len(image_datasets[x]) for x in [\"train\", \"validation\"]}\n",
        "class_names = image_datasets[\"train\"].classes\n",
        "\n",
        "# Initialize dataloader\n",
        "dataloaders = {\n",
        "    x: torch.utils.data.DataLoader(image_datasets[x], batch_size=batch_size, shuffle=True)\n",
        "    for x in [\"train\", \"validation\"]\n",
        "}\n",
        "\n",
        "# function to plot images\n",
        "def imshow(inp, title=None):\n",
        "    \"\"\"Display image from tensor.\"\"\"\n",
        "    inp = inp.numpy().transpose((1, 2, 0))\n",
        "    # Inverse of the initial normalization operation.\n",
        "    mean = np.array([0.485, 0.456, 0.406])\n",
        "    std = np.array([0.229, 0.224, 0.225])\n",
        "    inp = std * inp + mean\n",
        "    inp = np.clip(inp, 0, 1)\n",
        "    plt.imshow(inp)\n",
        "    if title is not None:\n",
        "        plt.title(title)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kUCmDIHEcEu7"
      },
      "source": [
        "Let us show a batch of the test data, just to have an idea of the\n",
        "classification problem.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 37,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 207
        },
        "id": "y_nK-SxNcEu7",
        "outputId": "b8ce2145-79c3-4c27-c4ed-1bd63381bdb3"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Get a batch of training data\n",
        "inputs, classes = next(iter(dataloaders[\"validation\"]))\n",
        "\n",
        "# Make a grid from batch\n",
        "out = torchvision.utils.make_grid(inputs)\n",
        "\n",
        "imshow(out, title=[class_names[x] for x in classes])\n",
        "\n",
        "dataloaders = {\n",
        "    x: torch.utils.data.DataLoader(image_datasets[x], batch_size=batch_size, shuffle=True)\n",
        "    for x in [\"train\", \"validation\"]\n",
        "}"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "xAyxAXAicEu8"
      },
      "source": [
        "Variational quantum circuit\n",
        "===========================\n",
        "\n",
        "We first define some quantum layers that will compose the quantum\n",
        "circuit.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 38,
      "metadata": {
        "id": "CRFFQeBucEu8"
      },
      "outputs": [],
      "source": [
        "def H_layer(nqubits):\n",
        "    \"\"\"Layer of single-qubit Hadamard gates.\n",
        "    \"\"\"\n",
        "    for idx in range(nqubits):\n",
        "        qml.Hadamard(wires=idx)\n",
        "\n",
        "\n",
        "def RY_layer(w):\n",
        "    \"\"\"Layer of parametrized qubit rotations around the y axis.\n",
        "    \"\"\"\n",
        "    for idx, element in enumerate(w):\n",
        "        qml.RY(element, wires=idx)\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gFSYAOD4cEu8"
      },
      "source": [
        "Now we define the quantum circuit through the PennyLane\n",
        "[qnode]{.title-ref} decorator .\n",
        "\n",
        "The structure is that of a typical variational quantum circuit:\n",
        "\n",
        "-   **Embedding layer:** All qubits are first initialized in a balanced\n",
        "    superposition of *up* and *down* states, then they are rotated\n",
        "    according to the input parameters (local embedding).\n",
        "-   **Variational layers:** A sequence of trainable rotation layers and\n",
        "    constant entangling layers is applied.\n",
        "-   **Measurement layer:** For each qubit, the local expectation value\n",
        "    of the $Z$ operator is measured. This produces a classical output\n",
        "    vector, suitable for additional post-processing.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 39,
      "metadata": {
        "id": "tnveQZD0cEu8"
      },
      "outputs": [],
      "source": [
        "@qml.qnode(dev, interface=\"torch\")\n",
        "def quantum_net(q_input_features, q_weights_flat):\n",
        "    \"\"\"\n",
        "    The variational quantum circuit.\n",
        "    \"\"\"\n",
        "\n",
        "    # Reshape weights\n",
        "    q_weights = q_weights_flat.reshape(q_depth, n_qubits)\n",
        "\n",
        "    # Start from state |+> , unbiased w.r.t. |0> and |1>\n",
        "    H_layer(n_qubits)\n",
        "\n",
        "    # Embed features in the quantum node\n",
        "    RY_layer(q_input_features)\n",
        "\n",
        "    # Sequence of trainable variational layers\n",
        "    for k in range(q_depth):\n",
        "        RY_layer(q_weights[k])\n",
        "\n",
        "    # Expectation values in the Z basis\n",
        "    exp_vals = [qml.expval(qml.PauliZ(position)) for position in range(n_qubits)]\n",
        "    return tuple(exp_vals)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "octf05h1cEu8"
      },
      "source": [
        "Dressed quantum circuit\n",
        "=======================\n",
        "\n",
        "We can now define a custom `torch.nn.Module` representing a *dressed*\n",
        "quantum circuit.\n",
        "\n",
        "This is a concatenation of:\n",
        "\n",
        "-   A classical pre-processing layer (`nn.Linear`).\n",
        "-   A classical activation function (`torch.tanh`).\n",
        "-   A constant `np.pi/2.0` scaling.\n",
        "-   The previously defined quantum circuit (`quantum_net`).\n",
        "-   A classical post-processing layer (`nn.Linear`).\n",
        "\n",
        "The input of the module is a batch of vectors with 512 real parameters\n",
        "(features) and the output is a batch of vectors with two real outputs\n",
        "(associated with the two classes of images: *ants* and *bees*).\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 40,
      "metadata": {
        "id": "R_1TsI-zcEu8"
      },
      "outputs": [],
      "source": [
        "class DressedQuantumNet(nn.Module):\n",
        "    \"\"\"\n",
        "    Torch module implementing the *dressed* quantum net.\n",
        "    \"\"\"\n",
        "\n",
        "    def __init__(self):\n",
        "        \"\"\"\n",
        "        Definition of the *dressed* layout.\n",
        "        \"\"\"\n",
        "\n",
        "        super().__init__()\n",
        "        self.pre_net = nn.Linear(512, n_qubits)\n",
        "        self.q_params = nn.Parameter(q_delta * torch.randn(q_depth * n_qubits))\n",
        "        self.post_net = nn.Linear(n_qubits, 2)\n",
        "\n",
        "    def forward(self, input_features):\n",
        "        \"\"\"\n",
        "        Defining how tensors are supposed to move through the *dressed* quantum\n",
        "        net.\n",
        "        \"\"\"\n",
        "\n",
        "        # obtain the input features for the quantum circuit\n",
        "        # by reducing the feature dimension from 512 to 4\n",
        "        pre_out = self.pre_net(input_features)\n",
        "        q_in = torch.tanh(pre_out) * np.pi / 2.0\n",
        "\n",
        "        # Apply the quantum circuit to each element of the batch and append to q_out\n",
        "        q_out = torch.Tensor(0, n_qubits)\n",
        "        q_out = q_out.to(device)\n",
        "        for elem in q_in:\n",
        "            q_out_elem = torch.hstack(quantum_net(elem, self.q_params)).float().unsqueeze(0)\n",
        "            q_out = torch.cat((q_out, q_out_elem))\n",
        "\n",
        "        # return the two-dimensional prediction from the postprocessing layer\n",
        "        return self.post_net(q_out)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Z4jMByjkcEu8"
      },
      "source": [
        "Hybrid classical-quantum model\n",
        "==============================\n",
        "\n",
        "We are finally ready to build our full hybrid classical-quantum network.\n",
        "We follow the *transfer learning* approach:\n",
        "\n",
        "1.  First load the classical pre-trained network *ResNet18* from the\n",
        "    `torchvision.models` zoo.\n",
        "2.  Freeze all the weights since they should not be trained.\n",
        "3.  Replace the last fully connected layer with our trainable dressed\n",
        "    quantum circuit (`DressedQuantumNet`).\n",
        "\n",
        "::: {.note}\n",
        "::: {.title}\n",
        "Note\n",
        ":::\n",
        "\n",
        "The *ResNet18* model is automatically downloaded by PyTorch and it may\n",
        "take several minutes (only the first time).\n",
        ":::\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 41,
      "metadata": {
        "id": "-rTgki5ycEu8"
      },
      "outputs": [],
      "source": [
        "model_hybrid = torchvision.models.resnet18(pretrained=True)\n",
        "\n",
        "for param in model_hybrid.parameters():\n",
        "    param.requires_grad = False\n",
        "\n",
        "\n",
        "# Notice that model_hybrid.fc is the last layer of ResNet18\n",
        "model_hybrid.fc = DressedQuantumNet()\n",
        "\n",
        "# Use CUDA or CPU according to the \"device\" object.\n",
        "model_hybrid = model_hybrid.to(device)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1gJgwg6GcEu8"
      },
      "source": [
        "Training and results\n",
        "====================\n",
        "\n",
        "Before training the network we need to specify the *loss* function.\n",
        "\n",
        "We use, as usual in classification problem, the *cross-entropy* which is\n",
        "directly available within `torch.nn`.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 42,
      "metadata": {
        "id": "qPT5EdxxcEu8"
      },
      "outputs": [],
      "source": [
        "criterion = nn.CrossEntropyLoss()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "GepjtiALcEu8"
      },
      "source": [
        "We also initialize the *Adam optimizer* which is called at each training\n",
        "step in order to update the weights of the model.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 43,
      "metadata": {
        "id": "Iox9dWlOcEu8"
      },
      "outputs": [],
      "source": [
        "optimizer_hybrid = optim.Adam(model_hybrid.fc.parameters(), lr=step)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "sbLNf2wccEu8"
      },
      "source": [
        "We schedule to reduce the learning rate by a factor of\n",
        "`gamma_lr_scheduler` every 10 epochs.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 44,
      "metadata": {
        "id": "xJcZ5B3JcEu8"
      },
      "outputs": [],
      "source": [
        "exp_lr_scheduler = lr_scheduler.StepLR(\n",
        "    optimizer_hybrid, step_size=10, gamma=gamma_lr_scheduler\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gogMl00McEu8"
      },
      "source": [
        "What follows is a training function that will be called later. This\n",
        "function should return a trained model that can be used to make\n",
        "predictions (classifications).\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 45,
      "metadata": {
        "id": "BCfFACd6cEu9"
      },
      "outputs": [],
      "source": [
        "def train_model(model, criterion, optimizer, scheduler, num_epochs):\n",
        "    since = time.time()\n",
        "    best_model_wts = copy.deepcopy(model.state_dict())\n",
        "    best_acc = 0.0\n",
        "    best_loss = 10000.0  # Large arbitrary number\n",
        "    best_acc_train = 0.0\n",
        "    best_loss_train = 10000.0  # Large arbitrary number\n",
        "    print(\"Training started:\")\n",
        "\n",
        "    for epoch in range(num_epochs):\n",
        "\n",
        "        # Each epoch has a training and validation phase\n",
        "        for phase in [\"train\", \"validation\"]:\n",
        "            if phase == \"train\":\n",
        "                # Set model to training mode\n",
        "                model.train()\n",
        "            else:\n",
        "                # Set model to evaluate mode\n",
        "                model.eval()\n",
        "            running_loss = 0.0\n",
        "            running_corrects = 0\n",
        "\n",
        "            # Iterate over data.\n",
        "            n_batches = dataset_sizes[phase] // batch_size\n",
        "            it = 0\n",
        "            for inputs, labels in dataloaders[phase]:\n",
        "                since_batch = time.time()\n",
        "                batch_size_ = len(inputs)\n",
        "                inputs = inputs.to(device)\n",
        "                labels = labels.to(device)\n",
        "                optimizer.zero_grad()\n",
        "\n",
        "                # Track/compute gradient and make an optimization step only when training\n",
        "                with torch.set_grad_enabled(phase == \"train\"):\n",
        "                    outputs = model(inputs)\n",
        "                    _, preds = torch.max(outputs, 1)\n",
        "                    loss = criterion(outputs, labels)\n",
        "                    if phase == \"train\":\n",
        "                        loss.backward()\n",
        "                        optimizer.step()\n",
        "\n",
        "                # Print iteration results\n",
        "                running_loss += loss.item() * batch_size_\n",
        "                batch_corrects = torch.sum(preds == labels.data).item()\n",
        "                running_corrects += batch_corrects\n",
        "                print(\n",
        "                    \"Phase: {} Epoch: {}/{} Iter: {}/{} Batch time: {:.4f}\".format(\n",
        "                        phase,\n",
        "                        epoch + 1,\n",
        "                        num_epochs,\n",
        "                        it + 1,\n",
        "                        n_batches + 1,\n",
        "                        time.time() - since_batch,\n",
        "                    ),\n",
        "                    end=\"\\r\",\n",
        "                    flush=True,\n",
        "                )\n",
        "                it += 1\n",
        "\n",
        "            # Print epoch results\n",
        "            epoch_loss = running_loss / dataset_sizes[phase]\n",
        "            epoch_acc = running_corrects / dataset_sizes[phase]\n",
        "            print(\n",
        "                \"Phase: {} Epoch: {}/{} Loss: {:.4f} Acc: {:.4f}        \".format(\n",
        "                    \"train\" if phase == \"train\" else \"validation  \",\n",
        "                    epoch + 1,\n",
        "                    num_epochs,\n",
        "                    epoch_loss,\n",
        "                    epoch_acc,\n",
        "                )\n",
        "            )\n",
        "\n",
        "            # Check if this is the best model wrt previous epochs\n",
        "            if phase == \"validation\" and epoch_acc > best_acc:\n",
        "                best_acc = epoch_acc\n",
        "                best_model_wts = copy.deepcopy(model.state_dict())\n",
        "            if phase == \"validation\" and epoch_loss < best_loss:\n",
        "                best_loss = epoch_loss\n",
        "            if phase == \"train\" and epoch_acc > best_acc_train:\n",
        "                best_acc_train = epoch_acc\n",
        "            if phase == \"train\" and epoch_loss < best_loss_train:\n",
        "                best_loss_train = epoch_loss\n",
        "\n",
        "            # Update learning rate\n",
        "            if phase == \"train\":\n",
        "                scheduler.step()\n",
        "\n",
        "    # Print final results\n",
        "    model.load_state_dict(best_model_wts)\n",
        "    time_elapsed = time.time() - since\n",
        "    print(\n",
        "        \"Training completed in {:.0f}m {:.0f}s\".format(time_elapsed // 60, time_elapsed % 60)\n",
        "    )\n",
        "    print(\"Best test loss: {:.4f} | Best test accuracy: {:.4f}\".format(best_loss, best_acc))\n",
        "    return model"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XpEBNYtocEu9"
      },
      "source": [
        "We are ready to perform the actual training process.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 46,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "voQ2Yb7QcEu9",
        "outputId": "412a873d-a077-421e-8bb0-3cc5bbc0e3ca"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Training started:\n",
            "Phase: train Epoch: 1/25 Loss: 0.6733 Acc: 0.6270        \n",
            "Phase: validation   Epoch: 1/25 Loss: 0.5571 Acc: 0.8235        \n",
            "Phase: train Epoch: 2/25 Loss: 0.5480 Acc: 0.7623        \n",
            "Phase: validation   Epoch: 2/25 Loss: 0.4424 Acc: 0.8889        \n",
            "Phase: train Epoch: 3/25 Loss: 0.4859 Acc: 0.8156        \n",
            "Phase: validation   Epoch: 3/25 Loss: 0.3844 Acc: 0.9020        \n",
            "Phase: train Epoch: 4/25 Loss: 0.4562 Acc: 0.8279        \n",
            "Phase: validation   Epoch: 4/25 Loss: 0.3660 Acc: 0.8889        \n",
            "Phase: train Epoch: 5/25 Loss: 0.4526 Acc: 0.8238        \n",
            "Phase: validation   Epoch: 5/25 Loss: 0.3077 Acc: 0.9346        \n",
            "Phase: train Epoch: 6/25 Loss: 0.4006 Acc: 0.8443        \n",
            "Phase: validation   Epoch: 6/25 Loss: 0.2530 Acc: 0.9477        \n",
            "Phase: train Epoch: 7/25 Loss: 0.3883 Acc: 0.8361        \n",
            "Phase: validation   Epoch: 7/25 Loss: 0.2732 Acc: 0.9085        \n",
            "Phase: train Epoch: 8/25 Loss: 0.4178 Acc: 0.8279        \n",
            "Phase: validation   Epoch: 8/25 Loss: 0.2437 Acc: 0.9412        \n",
            "Phase: train Epoch: 9/25 Loss: 0.3303 Acc: 0.8770        \n",
            "Phase: validation   Epoch: 9/25 Loss: 0.2268 Acc: 0.9346        \n",
            "Phase: train Epoch: 10/25 Loss: 0.4054 Acc: 0.8197        \n",
            "Phase: validation   Epoch: 10/25 Loss: 0.2264 Acc: 0.9412        \n",
            "Phase: train Epoch: 11/25 Loss: 0.3231 Acc: 0.8730        \n",
            "Phase: validation   Epoch: 11/25 Loss: 0.2265 Acc: 0.9412        \n",
            "Phase: train Epoch: 12/25 Loss: 0.3128 Acc: 0.8770        \n",
            "Phase: validation   Epoch: 12/25 Loss: 0.2211 Acc: 0.9346        \n",
            "Phase: train Epoch: 13/25 Loss: 0.3259 Acc: 0.8648        \n",
            "Phase: validation   Epoch: 13/25 Loss: 0.2243 Acc: 0.9412        \n",
            "Phase: train Epoch: 14/25 Loss: 0.3416 Acc: 0.8689        \n",
            "Phase: validation   Epoch: 14/25 Loss: 0.2138 Acc: 0.9477        \n",
            "Phase: train Epoch: 15/25 Loss: 0.3157 Acc: 0.8852        \n",
            "Phase: validation   Epoch: 15/25 Loss: 0.2003 Acc: 0.9608        \n",
            "Phase: train Epoch: 16/25 Loss: 0.3380 Acc: 0.8730        \n",
            "Phase: validation   Epoch: 16/25 Loss: 0.2524 Acc: 0.8889        \n",
            "Phase: train Epoch: 17/25 Loss: 0.2924 Acc: 0.8893        \n",
            "Phase: validation   Epoch: 17/25 Loss: 0.2208 Acc: 0.9412        \n",
            "Phase: train Epoch: 18/25 Loss: 0.2954 Acc: 0.8893        \n",
            "Phase: validation   Epoch: 18/25 Loss: 0.2293 Acc: 0.9216        \n",
            "Phase: train Epoch: 19/25 Loss: 0.3000 Acc: 0.8975        \n",
            "Phase: validation   Epoch: 19/25 Loss: 0.2268 Acc: 0.9412        \n",
            "Phase: train Epoch: 20/25 Loss: 0.2977 Acc: 0.8648        \n",
            "Phase: validation   Epoch: 20/25 Loss: 0.2309 Acc: 0.9216        \n",
            "Phase: train Epoch: 21/25 Loss: 0.2817 Acc: 0.8893        \n",
            "Phase: validation   Epoch: 21/25 Loss: 0.2116 Acc: 0.9412        \n",
            "Phase: train Epoch: 22/25 Loss: 0.2624 Acc: 0.9221        \n",
            "Phase: validation   Epoch: 22/25 Loss: 0.2186 Acc: 0.9346        \n",
            "Phase: train Epoch: 23/25 Loss: 0.2511 Acc: 0.9221        \n",
            "Phase: validation   Epoch: 23/25 Loss: 0.2106 Acc: 0.9346        \n",
            "Phase: train Epoch: 24/25 Loss: 0.2788 Acc: 0.8607        \n",
            "Phase: validation   Epoch: 24/25 Loss: 0.2062 Acc: 0.9477        \n",
            "Phase: train Epoch: 25/25 Loss: 0.3074 Acc: 0.8893        \n",
            "Phase: validation   Epoch: 25/25 Loss: 0.2351 Acc: 0.9150        \n",
            "Training completed in 4m 56s\n",
            "Best test loss: 0.2003 | Best test accuracy: 0.9608\n"
          ]
        }
      ],
      "source": [
        "model_hybrid = train_model(\n",
        "    model_hybrid, criterion, optimizer_hybrid, exp_lr_scheduler, num_epochs=num_epochs\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OitpTjhacEu9"
      },
      "source": [
        "Visualizing the model predictions\n",
        "=================================\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "OGIiHKWHcEu9"
      },
      "source": [
        "We first define a visualization function for a batch of test data.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 47,
      "metadata": {
        "id": "lW9ytOLBcEu9"
      },
      "outputs": [],
      "source": [
        "def visualize_model(model, num_images=6, fig_name=\"Predictions\"):\n",
        "    images_so_far = 0\n",
        "    _fig = plt.figure(fig_name)\n",
        "    model.eval()\n",
        "    with torch.no_grad():\n",
        "        for _i, (inputs, labels) in enumerate(dataloaders[\"validation\"]):\n",
        "            inputs = inputs.to(device)\n",
        "            labels = labels.to(device)\n",
        "            outputs = model(inputs)\n",
        "            _, preds = torch.max(outputs, 1)\n",
        "            for j in range(inputs.size()[0]):\n",
        "                images_so_far += 1\n",
        "                ax = plt.subplot(num_images // 2, 2, images_so_far)\n",
        "                ax.axis(\"off\")\n",
        "                ax.set_title(\"[{}]\".format(class_names[preds[j]]))\n",
        "                imshow(inputs.cpu().data[j])\n",
        "                if images_so_far == num_images:\n",
        "                    return"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "837ToUo2cEu9"
      },
      "source": [
        "Finally, we can run the previous function to see a batch of images with\n",
        "the corresponding predictions.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 48,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 428
        },
        "id": "dMVtD1GScEu9",
        "outputId": "17aa1002-a1bd-4499-806f-de6f366ede15"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 4 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "visualize_model(model_hybrid, num_images=batch_size)\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "HywUAsp3cEu9"
      },
      "source": [
        "References\n",
        "==========\n",
        "\n",
        "\\[1\\] Andrea Mari, Thomas R. Bromley, Josh Izaac, Maria Schuld, and\n",
        "Nathan Killoran. *Transfer learning in hybrid classical-quantum neural\n",
        "networks*. arXiv:1912.08278 (2019).\n",
        "\n",
        "\\[2\\] Rajat Raina, Alexis Battle, Honglak Lee, Benjamin Packer, and\n",
        "Andrew Y Ng. *Self-taught learning: transfer learning from unlabeled\n",
        "data*. Proceedings of the 24th International Conference on Machine\n",
        "Learning\\*, 759--766 (2007).\n",
        "\n",
        "\\[3\\] Kaiming He, Xiangyu Zhang, Shaoqing ren and Jian Sun. *Deep\n",
        "residual learning for image recognition*. Proceedings of the IEEE\n",
        "Conference on Computer Vision and Pattern Recognition, 770-778 (2016).\n",
        "\n",
        "\\[4\\] Ville Bergholm, Josh Izaac, Maria Schuld, Christian Gogolin,\n",
        "Carsten Blank, Keri McKiernan, and Nathan Killoran. *PennyLane:\n",
        "Automatic differentiation of hybrid quantum-classical computations*.\n",
        "arXiv:1811.04968 (2018).\n",
        "\n",
        "About the author\n",
        "================\n"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.9.17"
    },
    "colab": {
      "provenance": [],
      "gpuType": "V100"
    },
    "accelerator": "GPU"
  },
  "nbformat": 4,
  "nbformat_minor": 0
}