{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "![MLU Logo](../../data/MLU_Logo.png)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "-" } }, "source": [ "# Machine Learning Accelerator - Computer Vision - Lecture 1\n", "\n", "\n", "## Convolutional Neural Networks with PyTorch\n", "\n", "In this notebook, we strengthen the fundamental understanding of Convolutional Neural Network (CNN) by using built-in CNN architectures in [PyTorch](https://pytorch.org/docs/stable/index.html) to train a multiclass classification model on a real-world dataset.\n", "\n", "1. A Toy Example\n", " * Convolution 2D \n", " * Padding and Stride\n", " * Computing the Shape\n", " * Pooling\n", " \n", " \n", "2. A Real-world Example - MINC\n", " * Loading the datasets\n", " * Designing the Network Architectures" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING: You are using pip version 21.3.1; however, version 22.3.1 is available.\r\n", "You should consider upgrading via the '/home/ec2-user/anaconda3/envs/pytorch_p39/bin/python3.9 -m pip install --upgrade pip' command.\u001b[0m\r\n" ] } ], "source": [ "! pip install -q -r ../../requirements.txt" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Notice that, if you are running on GPU, please ensure you are:\n", "1. using library `torch` >= 1.6.0, and\n", "1. using library `d2l` >= 0.15.0\n", "\n", "by running the following updating command." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pytorch-lightning 1.9.0\r\n", "pytorch-metric-learning 1.3.2\r\n", "torch 1.13.1\r\n", "torch-model-archiver 0.6.0b20220513\r\n", "torch-workflow-archiver 0.2.4b20220513\r\n", "torchaudio 0.12.1\r\n", "torchmetrics 0.8.2\r\n", "torchserve 0.6.0b20220513\r\n", "torchtext 0.13.1\r\n", "torchvision 0.14.1\r\n", "\u001b[33mWARNING: You are using pip version 21.3.1; however, version 22.3.1 is available.\r\n", "You should consider upgrading via the '/home/ec2-user/anaconda3/envs/pytorch_p39/bin/python3.9 -m pip install --upgrade pip' command.\u001b[0m\r\n" ] } ], "source": [ "! pip list | egrep torch" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "d2l 0.17.0\r\n", "\u001b[33mWARNING: You are using pip version 21.3.1; however, version 22.3.1 is available.\r\n", "You should consider upgrading via the '/home/ec2-user/anaconda3/envs/pytorch_p39/bin/python3.9 -m pip install --upgrade pip' command.\u001b[0m\r\n" ] } ], "source": [ "! pip list | egrep d2l" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After the sanity check, let's import the packages for this notebook:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import os\n", "from d2l import torch as d2l\n", "import numpy as np\n", "import torch\n", "import torchvision\n", "from torch import nn\n", "from torchvision import transforms\n", "from torch.nn import BCELoss\n", "from sklearn.metrics import accuracy_score" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "## 1. A Toy Example\n", "(Go to top)\n", "\n", "### 1.1 Convolution 2D\n", "(Go to top)\n", "\n", "Firstly, let's use the built-in CNN classes in PyTorch with a toy example. PyTorch has a variety of convolutional layers such as \n", "\n", "\n", "```python\n", "nn.Conv1d()\n", "nn.Conv2d()\n", "nn.Conv3d()\n", "```\n", "\n", "and more operators [here](https://pytorch.org/docs/stable/nn.html#convolution-layers). \n", "\n", "\n", "### 1.2 Padding and Stride\n", "(Go to top)\n", "\n", "In the built-in classes, we can also add padding and stride. Recall that:\n", "\n", "\"padding\" adds rows/columns around the input, \n", "\n", "![Padding.](https://d2l.ai/_images/conv-pad.svg)\n", "\n", "\n", "while \"stride\" refers to the number of “unit” the kernel shifted per slide over rows/columns.\n", "\n", "![Stride.](https://d2l.ai/_images/conv-stride.svg)\n", "\n", "\n", "\n", "### 1.3 Computing the Shape\n", "(Go to top)\n", "\n", "\n", "Let's experiment an example with input shape of (3, 3), with a kernel size of 2, padding size of 1 on both sides and stride size of (2, 3). The output shape of the `Conv2d()` should be:\n", "\n", "\\begin{align}\n", "\\text{ Output shape} & = \\lfloor(n_h-k_h+p_h+s_h)/s_h\\rfloor \\times \\lfloor(n_w-k_w+p_w+s_w)/s_w\\rfloor \\\\\n", " & = \\lfloor(3 - 2 + 2*1 + 2) / 2\\rfloor \\times \\lfloor(3 - 2 + 2*1 + 3) / 3\\rfloor \\\\\n", " & = (2, 2)\n", "\\end{align}\n", "\n", "Let's validate in code! To check the output of the convolution layers, we define the `comp_conv2d` function as forward propogation." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def comp_conv2d(conv2d, X):\n", " # Add batch and channel dimension.\n", " X = X.reshape((1, 1) + X.shape) # after reshape, shape=(1,1,3,3)\n", " Y = conv2d(X)\n", " # Exclude the first two dimensions\n", " return Y.reshape(Y.shape[2:])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can verify the output shape of the Conv2D layer." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2019-07-03T22:12:43.364745Z", "start_time": "2019-07-03T22:12:43.345529Z" } }, "outputs": [ { "data": { "text/plain": [ "torch.Size([2, 2])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = torch.rand(size=(3, 3))\n", "conv2d = nn.Conv2d(in_channels=1, out_channels=1, kernel_size=2, padding=1, stride=(2,3))\n", "comp_conv2d(conv2d, X).shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.4 Pooling\n", "(Go to top)\n", "\n", "Recall max pooling returns the maximal value in the pooling window, while average pooling summizes the means.\n", "\n", "![Pooling.](https://d2l.ai/_images/pooling.svg)\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "We can also import built-in pooling layer from PyTorch with Padding and Stride, such as `MaxPool2d()` or `AvgPool1d()`. See full list of built-in pooling architectures [here](https://pytorch.org/docs/stable/nn.html#pooling-layers)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[[[ 0., 1., 2., 3.],\n", " [ 4., 5., 6., 7.],\n", " [ 8., 9., 10., 11.],\n", " [12., 13., 14., 15.]]]])\n" ] }, { "data": { "text/plain": [ "tensor([[[[ 5., 7.],\n", " [13., 15.]]]])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = torch.arange(16, dtype=torch.float32).reshape((1, 1, 4, 4))\n", "print(X)\n", "pool2d = nn.MaxPool2d(kernel_size=3, padding=1, stride=2)\n", "pool2d(X)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. A Real-world Example - MINC\n", "(Go to top)\n", "\n", "[MINC](http://opensurfaces.cs.cornell.edu/publications/minc/) is short for Materials in Context Database, provided by Cornell. __We will use a subset of this dataset with the following classes: brick, carpet, food, mirror, sky, water.__ It is well labeled and has a moderate size thus is perfect to be our example.\n", "\n", "\n", "![MINC 2500 Examples.](https://raw.githubusercontent.com/dmlc/web-data/master/gluoncv/datasets/MINC-2500.png)\n", "\n", "\n", "### 2.1 Loading the datasets\n", "(Go to top)\n", "\n", "First, let's define the paths for train, validation and test dataset. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "path = '../../data/minc-2500'\n", "train_path = os.path.join(path, 'train')\n", "val_path = os.path.join(path, 'val')\n", "test_path = os.path.join(path, 'test')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is a good practice to visualize what does the dataset look like! Let's define the `show_images` function and see some sample images in MINC." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def show_images(imgs, num_rows, num_cols, titles=None, scale=1.5):\n", " \"\"\"Plot a list of images.\"\"\"\n", " figsize = (num_cols * scale, num_rows * scale)\n", " _, axes = d2l.plt.subplots(num_rows, num_cols, figsize=figsize)\n", " axes = axes.flatten()\n", " for i, (ax, img) in enumerate(zip(axes, imgs)):\n", " ax.imshow(img.permute(1,2,0).numpy())\n", " ax.axes.get_xaxis().set_visible(False)\n", " ax.axes.get_yaxis().set_visible(False)\n", " if titles:\n", " ax.set_title(titles[i])\n", " return axes" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "train_dataset = torchvision.datasets.ImageFolder(test_path, transform=transforms.ToTensor())\n", "test_sample = torch.utils.data.DataLoader(train_dataset, batch_size=2*8, shuffle=True)\n", "\n", "for data, label in test_sample:\n", " show_images(data, 2, 8);\n", " break" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To load the dataset properly, we need to massage the image data a bit by some `transfom` functions. First, we load the image data and resize it to the given size (224,224). Next, we convert the image tensor of shape (C x H x W) in the range [0, 255] to a float32 torch tensor of shape (C x H x W) in the range (0, 1) using the `ToTensor` class. Last, we normalize an tensor of shape (C x H x W) with its mean and standard deviation by `Normalize`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "transformation = transforms.Compose([\n", " transforms.Resize(224),\n", " transforms.ToTensor(),\n", " transforms.Normalize(mean=(0,0,0), std=(1,1,1))\n", "])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now apply the predefined transform functions and load the train, validation and test sets.\n", "\n", "In practice, reading data can be a significant performance bottleneck, especially when our model is simple or when our computer is fast. To make our life easier when reading from the datasets, we use a `DataLoader` of PyTorch, which reads a minibatch of data with size `batch_size` each time." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "batch_size = 16\n", "\n", "train_loader = torch.utils.data.DataLoader(\n", " torchvision.datasets.ImageFolder(train_path, transform=transformation),\n", " batch_size=batch_size, shuffle=True)\n", "\n", "validation_loader = torch.utils.data.DataLoader(\n", " torchvision.datasets.ImageFolder(val_path, transform=transformation),\n", " batch_size=batch_size, shuffle=False)\n", "\n", "test_data = torch.utils.data.DataLoader(\n", " torchvision.datasets.ImageFolder(test_path, transform=transformation),\n", " batch_size=batch_size, shuffle=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2 Designing the Network Architectures\n", "(Go to top)\n", "\n", "Now it's the time to design a Convolutional neural network! First, let's initailize a `Sequential` block. In PyTorch, `Sequential` defines a container for several layers that will be chained together. Given input data, a `Sequential` passes it through the first layer, in turn passing the output as the second layer’s input and so forth.\n", "\n", "We will build a neural netword with a 2D convolutional layer `Conv2D`, following by a 2D maxpooling layer `MaxPool2D`, a fully connected (or `Dense`) layer, and a final output `Dense` layer with output classes 23." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "out_classes = 6\n", "\n", "net = nn.Sequential(\n", " nn.Conv2d(in_channels=3, out_channels=20, kernel_size=5),\n", " nn.ReLU(),\n", " nn.MaxPool2d(kernel_size=2, stride=2),\n", " # The Flatten layer collapses all axis, except the first one, into one axis.\n", " nn.Flatten(),\n", " nn.Linear(110*110*20, 128),\n", " nn.ReLU(),\n", " nn.Linear(128, out_classes))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our network is almost ready to be trained! One last thing before the training is to set up the hyperparameters, such training device `device` (GPU or CPU), the number of epochs to train, the learning rate of optimization algorithms. Besides, we specify the loss function. Since this problem is a multiclass classification task, we will use `CrossEntropyLoss` as our loss funciton." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "device = d2l.try_gpu() # Set this to CPU or GPU depending on your training instance\n", "\n", "epochs = 15\n", "learning_rate = 0.01\n", "criterion = nn.CrossEntropyLoss()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To infer the neural network \"how to optimize its weights\", we instantiate the `optim.`, which defines the parameters to optimize over (obtainable from our net via net.parameters()) and the hyperparameters required by our optimization algorithm." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "optimizer = torch.optim.SGD(net.parameters(), lr=learning_rate)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now it's the training time! Starting with the outer loop, we will have 15 epochs (15 full pass through our dataset)." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1: train loss 1.622, train acc 0.297, val loss 1.382, val acc 0.432\n", "Epoch 2: train loss 1.426, train acc 0.415, val loss 1.566, val acc 0.354\n", "Epoch 3: train loss 1.291, train acc 0.484, val loss 1.377, val acc 0.422\n", "Epoch 4: train loss 1.160, train acc 0.567, val loss 1.216, val acc 0.474\n", "Epoch 5: train loss 1.062, train acc 0.619, val loss 1.075, val acc 0.547\n", "Epoch 6: train loss 1.003, train acc 0.637, val loss 1.179, val acc 0.505\n", "Epoch 7: train loss 0.933, train acc 0.642, val loss 1.052, val acc 0.615\n", "Epoch 8: train loss 0.834, train acc 0.706, val loss 1.245, val acc 0.578\n", "Epoch 9: train loss 0.758, train acc 0.722, val loss 1.323, val acc 0.495\n", "Epoch 10: train loss 0.694, train acc 0.747, val loss 1.027, val acc 0.625\n", "Epoch 11: train loss 0.572, train acc 0.814, val loss 1.165, val acc 0.594\n", "Epoch 12: train loss 0.509, train acc 0.829, val loss 1.125, val acc 0.630\n", "Epoch 13: train loss 0.450, train acc 0.852, val loss 1.030, val acc 0.620\n", "Epoch 14: train loss 0.372, train acc 0.876, val loss 1.529, val acc 0.562\n", "Epoch 15: train loss 0.307, train acc 0.911, val loss 1.191, val acc 0.656\n" ] } ], "source": [ "for epoch in range(epochs):\n", " net = net.to(device)\n", " \n", " train_loss, val_loss, train_acc, valid_acc = 0., 0., 0., 0.\n", " \n", " # Training loop: (with autograd and trainer steps, etc.)\n", " # This loop does the training of the neural network (weights are updated)\n", " for i, (data, label) in enumerate(train_loader):\n", " # zero the parameter gradients\n", " optimizer.zero_grad()\n", " data = data.to(device)\n", " label = label.to(device)\n", " output = net(data)\n", " loss = criterion(output, label)\n", " loss.backward()\n", " train_acc += (output.argmax(axis=1) == label.float()).float().mean()\n", " train_loss += loss\n", " optimizer.step()\n", " \n", " # Validation loop:\n", " # This loop tests the trained network on validation dataset\n", " # No weight updates here\n", " for i, (data, label) in enumerate(validation_loader):\n", " data = data.to(device)\n", " label = label.to(device)\n", " output = net(data)\n", " valid_acc += (output.argmax(axis=1) == label.float()).float().mean()\n", " val_loss += criterion(output, label)\n", " \n", " # Take averages\n", " train_loss /= len(train_loader)\n", " train_acc /= len(train_loader)\n", " val_loss /= len(validation_loader)\n", " valid_acc /= len(validation_loader)\n", " \n", " print(\"Epoch %d: train loss %.3f, train acc %.3f, val loss %.3f, val acc %.3f\" % (\n", " epoch+1, train_loss.detach().cpu().numpy(), train_acc.detach().cpu().numpy(),\n", " val_loss.detach().cpu().numpy(), valid_acc.detach().cpu().numpy()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you may notice that the training loss and accurcay keep improving, while the validation loss and accuracy are fluctuated. This is a signal of overfitting. As a result, in the following sessions, we will show you more advanced neural network architectures (such as AlexNet and ResNet) to stablize the training!" ] } ], "metadata": { "celltoolbar": "Slideshow", "kernelspec": { "display_name": "conda_pytorch_p39", "language": "python", "name": "conda_pytorch_p39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }