[404218]: / Code / All Qiskit, PennyLane QML Nov 23 / 34a Quantum TL 90.9% kkawchak.ipynb

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{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 2,
      "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": "markdown",
      "metadata": {
        "id": "hLm5l6QtcEu5"
      },
      "source": [
        "Quantum transfer learning {#quantum_transfer_learning}\n",
        "=========================\n",
        "\n",
        "::: {.meta}\n",
        ":property=\\\"og:description\\\": Combine PyTorch and PennyLane to train a\n",
        "hybrid quantum-classical image classifier using transfer learning.\n",
        ":property=\\\"og:image\\\":\n",
        "<https://pennylane.ai/qml/_images/transfer_images.png>\n",
        ":::\n",
        "\n",
        "*Author: Andrea Mari --- Posted: 19 December 2019. Last updated: 28\n",
        "January 2021.*\n",
        "\n",
        "In this tutorial we apply a machine learning method, known as *transfer\n",
        "learning*, to an image classifier based on a hybrid classical-quantum\n",
        "network.\n",
        "\n",
        "This example follows the general structure of the PyTorch [tutorial on\n",
        "transfer\n",
        "learning](https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html)\n",
        "by Sasank Chilamkurthy, with the crucial difference of using a quantum\n",
        "circuit to perform the final classification task.\n",
        "\n",
        "More details on this topic can be found in the research paper \\[1\\]\n",
        "([Mari et al. (2019)](https://arxiv.org/abs/1912.08278)).\n",
        "\n",
        "Introduction\n",
        "------------\n",
        "\n",
        "Transfer learning is a well-established technique for training\n",
        "artificial neural networks (see e.g., Ref. \\[2\\]), which is based on the\n",
        "general intuition that if a pre-trained network is good at solving a\n",
        "given problem, then, with just a bit of additional training, it can be\n",
        "used to also solve a different but related problem.\n",
        "\n",
        "As discussed in Ref. \\[1\\], this idea can be formalized in terms of two\n",
        "abstract networks $A$ and $B$, independently from their quantum or\n",
        "classical physical nature.\n",
        "\n",
        "|\n",
        "\n",
        "![](../demonstrations/quantum_transfer_learning/transfer_learning_general.png){.align-center}\n",
        "\n",
        "|\n",
        "\n",
        "As sketched in the above figure, one can give the following **general\n",
        "definition of the transfer learning method**:\n",
        "\n",
        "1.  Take a network $A$ that has been pre-trained on a dataset $D_A$ and\n",
        "    for a given task $T_A$.\n",
        "2.  Remove some of the final layers. In this way, the resulting\n",
        "    truncated network $A'$ can be used as a feature extractor.\n",
        "3.  Connect a new trainable network $B$ at the end of the pre-trained\n",
        "    network $A'$.\n",
        "4.  Keep the weights of $A'$ constant, and train the final block $B$\n",
        "    with a new dataset $D_B$ and/or for a new task of interest $T_B$.\n",
        "\n",
        "When dealing with hybrid systems, depending on the physical nature\n",
        "(classical or quantum) of the networks $A$ and $B$, one can have\n",
        "different implementations of transfer learning as\n",
        "\n",
        "summarized in following table:\n",
        "\n",
        "|\n",
        "\n",
        "::: {.rst-class}\n",
        "docstable\n",
        ":::\n",
        "\n",
        "  -------------------------------------------------------------------------\n",
        "  Network A   Network B   Transfer learning scheme\n",
        "  ----------- ----------- -------------------------------------------------\n",
        "  Classical   Classical   CC - Standard classical method. See e.g., Ref.\n",
        "                          \\[2\\].\n",
        "\n",
        "  Classical   Quantum     CQ - **Hybrid model presented in this tutorial.**\n",
        "\n",
        "  Quantum     Classical   QC - Model studied in Ref. \\[1\\].\n",
        "\n",
        "  Quantum     Quantum     QQ - Model studied in Ref. \\[1\\].\n",
        "  -------------------------------------------------------------------------\n",
        "\n",
        "Classical-to-quantum transfer learning\n",
        "--------------------------------------\n",
        "\n",
        "We focus on the CQ transfer learning scheme discussed in the previous\n",
        "section and we give a specific example.\n",
        "\n",
        "1.  As pre-trained network $A$ we use **ResNet18**, a deep residual\n",
        "    neural network introduced by Microsoft in Ref. \\[3\\], which is\n",
        "    pre-trained on the *ImageNet* dataset.\n",
        "2.  After removing its final layer we obtain $A'$, a pre-processing\n",
        "    block which maps any input high-resolution image into 512 abstract\n",
        "    features.\n",
        "3.  Such features are classified by a 4-qubit \\\"dressed quantum\n",
        "    circuit\\\" $B$, i.e., a variational quantum circuit sandwiched\n",
        "    between two classical layers.\n",
        "4.  The hybrid model is trained, keeping $A'$ constant, on the\n",
        "    *Hymenoptera* dataset (a small subclass of ImageNet) containing\n",
        "    images of *ants* and *bees*.\n",
        "\n",
        "A graphical representation of the full data processing pipeline is given\n",
        "in the figure below.\n",
        "\n",
        "![](../demonstrations/quantum_transfer_learning/transfer_learning_c2q.png){.align-center}\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "UA54cwEWcEu6"
      },
      "source": [
        "General setup\n",
        "=============\n",
        "\n",
        "::: {.note}\n",
        "::: {.title}\n",
        "Note\n",
        ":::\n",
        "\n",
        "To use the PyTorch interface in PennyLane, you must first [install\n",
        "PyTorch](https://pytorch.org/get-started/locally/#start-locally).\n",
        ":::\n",
        "\n",
        "In addition to *PennyLane*, we will also need some standard *PyTorch*\n",
        "libraries and the plotting library *matplotlib*.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "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": 4,
      "metadata": {
        "id": "mwV5eRZ2cEu7"
      },
      "outputs": [],
      "source": [
        "n_qubits = 4                # Number of qubits\n",
        "step = 0.0004               # Learning rate\n",
        "batch_size = 4              # Number of samples for each training step\n",
        "num_epochs = 3              # 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": 5,
      "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": 6,
      "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": 7,
      "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": 8,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 207
        },
        "id": "y_nK-SxNcEu7",
        "outputId": "5f398db2-4c21-4cbf-ad92-51e50c2068bf"
      },
      "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": 9,
      "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": 10,
      "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": 11,
      "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": 12,
      "metadata": {
        "id": "-rTgki5ycEu8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "outputId": "0b62c8e5-9a82-4166-9f64-157814f0c028"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet18_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet18_Weights.DEFAULT` to get the most up-to-date weights.\n",
            "  warnings.warn(msg)\n",
            "Downloading: \"https://download.pytorch.org/models/resnet18-f37072fd.pth\" to /root/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth\n",
            "100%|██████████| 44.7M/44.7M [00:00<00:00, 125MB/s]\n"
          ]
        }
      ],
      "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": 13,
      "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": 14,
      "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": 15,
      "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": 16,
      "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": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "voQ2Yb7QcEu9",
        "outputId": "2ca2cc69-8bc6-410a-f2a6-328fe7754626"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Training started:\n",
            "Phase: train Epoch: 1/3 Loss: 0.6484 Acc: 0.6680        \n",
            "Phase: validation   Epoch: 1/3 Loss: 0.5684 Acc: 0.8758        \n",
            "Phase: train Epoch: 2/3 Loss: 0.5875 Acc: 0.7623        \n",
            "Phase: validation   Epoch: 2/3 Loss: 0.4973 Acc: 0.8954        \n",
            "Phase: train Epoch: 3/3 Loss: 0.5285 Acc: 0.8156        \n",
            "Phase: validation   Epoch: 3/3 Loss: 0.4360 Acc: 0.9085        \n",
            "Training completed in 5m 8s\n",
            "Best test loss: 0.4360 | Best test accuracy: 0.9085\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": 18,
      "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": 19,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 428
        },
        "id": "dMVtD1GScEu9",
        "outputId": "0d3375a8-302a-485f-c32f-f9850ee780de"
      },
      "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": []
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}