[404218]: / Code / PennyLane / Algorithm, Learning Rate Studies / HRyERyT8 / 0.0017 lr 4q 30 epoch 96.1% kkawchak.ipynb

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{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 56,
      "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": 57,
      "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": 58,
      "metadata": {
        "id": "mwV5eRZ2cEu7"
      },
      "outputs": [],
      "source": [
        "n_qubits = 4                # Number of qubits\n",
        "step = 0.0017               # Learning rate\n",
        "batch_size = 4              # Number of samples for each training step\n",
        "num_epochs = 30             # Number of training epochs\n",
        "q_depth = 8                 # 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": 59,
      "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": 60,
      "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": 61,
      "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": 62,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 207
        },
        "id": "y_nK-SxNcEu7",
        "outputId": "53a9ebd8-5f8e-4ec6-85b0-389a9cb3cc49"
      },
      "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": 63,
      "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": 64,
      "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": 65,
      "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": 66,
      "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": 67,
      "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": 68,
      "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": 69,
      "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": 70,
      "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": 71,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "voQ2Yb7QcEu9",
        "outputId": "f94b98af-24eb-49a4-ad6c-54e04255c8f9"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Training started:\n",
            "Phase: train Epoch: 1/30 Loss: 0.5827 Acc: 0.7500        \n",
            "Phase: validation   Epoch: 1/30 Loss: 0.4389 Acc: 0.8758        \n",
            "Phase: train Epoch: 2/30 Loss: 0.5096 Acc: 0.7746        \n",
            "Phase: validation   Epoch: 2/30 Loss: 0.4134 Acc: 0.8170        \n",
            "Phase: train Epoch: 3/30 Loss: 0.4825 Acc: 0.7910        \n",
            "Phase: validation   Epoch: 3/30 Loss: 0.2669 Acc: 0.9608        \n",
            "Phase: train Epoch: 4/30 Loss: 0.4352 Acc: 0.8443        \n",
            "Phase: validation   Epoch: 4/30 Loss: 0.3276 Acc: 0.9085        \n",
            "Phase: train Epoch: 5/30 Loss: 0.4387 Acc: 0.8279        \n",
            "Phase: validation   Epoch: 5/30 Loss: 0.3079 Acc: 0.9477        \n",
            "Phase: train Epoch: 6/30 Loss: 0.3601 Acc: 0.8648        \n",
            "Phase: validation   Epoch: 6/30 Loss: 0.2039 Acc: 0.9542        \n",
            "Phase: train Epoch: 7/30 Loss: 0.4508 Acc: 0.7910        \n",
            "Phase: validation   Epoch: 7/30 Loss: 0.2218 Acc: 0.9412        \n",
            "Phase: train Epoch: 8/30 Loss: 0.3644 Acc: 0.8361        \n",
            "Phase: validation   Epoch: 8/30 Loss: 0.1927 Acc: 0.9477        \n",
            "Phase: train Epoch: 9/30 Loss: 0.3941 Acc: 0.8115        \n",
            "Phase: validation   Epoch: 9/30 Loss: 0.2490 Acc: 0.9346        \n",
            "Phase: train Epoch: 10/30 Loss: 0.4567 Acc: 0.7623        \n",
            "Phase: validation   Epoch: 10/30 Loss: 0.3631 Acc: 0.9020        \n",
            "Phase: train Epoch: 11/30 Loss: 0.4628 Acc: 0.7828        \n",
            "Phase: validation   Epoch: 11/30 Loss: 0.2995 Acc: 0.9608        \n",
            "Phase: train Epoch: 12/30 Loss: 0.3890 Acc: 0.8689        \n",
            "Phase: validation   Epoch: 12/30 Loss: 0.2771 Acc: 0.9608        \n",
            "Phase: train Epoch: 13/30 Loss: 0.3885 Acc: 0.8689        \n",
            "Phase: validation   Epoch: 13/30 Loss: 0.2991 Acc: 0.9477        \n",
            "Phase: train Epoch: 14/30 Loss: 0.3546 Acc: 0.9016        \n",
            "Phase: validation   Epoch: 14/30 Loss: 0.2663 Acc: 0.9542        \n",
            "Phase: train Epoch: 15/30 Loss: 0.3493 Acc: 0.9016        \n",
            "Phase: validation   Epoch: 15/30 Loss: 0.2678 Acc: 0.9412        \n",
            "Phase: train Epoch: 16/30 Loss: 0.3486 Acc: 0.8770        \n",
            "Phase: validation   Epoch: 16/30 Loss: 0.2687 Acc: 0.9412        \n",
            "Phase: train Epoch: 17/30 Loss: 0.3406 Acc: 0.9016        \n",
            "Phase: validation   Epoch: 17/30 Loss: 0.2626 Acc: 0.9412        \n",
            "Phase: train Epoch: 18/30 Loss: 0.3284 Acc: 0.8893        \n",
            "Phase: validation   Epoch: 18/30 Loss: 0.2452 Acc: 0.9542        \n",
            "Phase: train Epoch: 19/30 Loss: 0.3132 Acc: 0.9057        \n",
            "Phase: validation   Epoch: 19/30 Loss: 0.2416 Acc: 0.9477        \n",
            "Phase: train Epoch: 20/30 Loss: 0.2952 Acc: 0.9098        \n",
            "Phase: validation   Epoch: 20/30 Loss: 0.2336 Acc: 0.9542        \n",
            "Phase: train Epoch: 21/30 Loss: 0.3172 Acc: 0.8811        \n",
            "Phase: validation   Epoch: 21/30 Loss: 0.2341 Acc: 0.9477        \n",
            "Phase: train Epoch: 22/30 Loss: 0.3355 Acc: 0.8852        \n",
            "Phase: validation   Epoch: 22/30 Loss: 0.2534 Acc: 0.9346        \n",
            "Phase: train Epoch: 23/30 Loss: 0.2978 Acc: 0.9139        \n",
            "Phase: validation   Epoch: 23/30 Loss: 0.2321 Acc: 0.9477        \n",
            "Phase: train Epoch: 24/30 Loss: 0.2870 Acc: 0.9180        \n",
            "Phase: validation   Epoch: 24/30 Loss: 0.2345 Acc: 0.9542        \n",
            "Phase: train Epoch: 25/30 Loss: 0.3425 Acc: 0.8852        \n",
            "Phase: validation   Epoch: 25/30 Loss: 0.2338 Acc: 0.9542        \n",
            "Phase: train Epoch: 26/30 Loss: 0.2972 Acc: 0.8975        \n",
            "Phase: validation   Epoch: 26/30 Loss: 0.2459 Acc: 0.9477        \n",
            "Phase: train Epoch: 27/30 Loss: 0.3419 Acc: 0.8852        \n",
            "Phase: validation   Epoch: 27/30 Loss: 0.2420 Acc: 0.9477        \n",
            "Phase: train Epoch: 28/30 Loss: 0.3198 Acc: 0.9016        \n",
            "Phase: validation   Epoch: 28/30 Loss: 0.2335 Acc: 0.9542        \n",
            "Phase: train Epoch: 29/30 Loss: 0.3229 Acc: 0.9098        \n",
            "Phase: validation   Epoch: 29/30 Loss: 0.2494 Acc: 0.9412        \n",
            "Phase: train Epoch: 30/30 Loss: 0.3235 Acc: 0.8893        \n",
            "Phase: validation   Epoch: 30/30 Loss: 0.2414 Acc: 0.9477        \n",
            "Training completed in 14m 38s\n",
            "Best test loss: 0.1927 | 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": 72,
      "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": 73,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 428
        },
        "id": "dMVtD1GScEu9",
        "outputId": "0f61817e-c6c3-4a45-cd2d-aa089517f6d3"
      },
      "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
}