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"object_position": null, - "object_fit": null, - "grid_auto_columns": null, - "margin": null, - "display": null, - "left": null - } - } - } - } - }, - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "D_a2USyd4giE" - }, - "source": [ - "# **Homework 3 - Convolutional Neural Network**\n", - "\n", - "This is the example code of homework 3 of the machine learning course by Prof. Hung-yi Lee.\n", - "\n", - "In this homework, you are required to build a convolutional neural network for image classification, possibly with some advanced training tips.\n", - "\n", - "\n", - "There are three levels here:\n", - "\n", - "**Easy**: Build a simple convolutional neural network as the baseline. (2 pts)\n", - "\n", - "**Medium**: Design a better architecture or adopt different data augmentations to improve the performance. (2 pts)\n", - "\n", - "**Hard**: Utilize provided unlabeled data to obtain better results. (2 pts)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "VHpJocsDr6iA" - }, - "source": [ - "## **About the Dataset**\n", - "\n", - "The dataset used here is food-11, a collection of food images in 11 classes.\n", - "\n", - "For the requirement in the homework, TAs slightly modified the data.\n", - "Please DO NOT access the original fully-labeled training data or testing labels.\n", - "\n", - "Also, the modified dataset is for this course only, and any further distribution or commercial use is forbidden." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "zhzdomRTOKoJ", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "ecf29947-bb69-4f3a-d9bb-0acc1acd724e" - }, - "source": [ - "# Download the dataset\n", - "# You may choose where to download the data.\n", - "\n", - "# Google Drive\n", - "# !gdown --id '1awF7pZ9Dz7X1jn1_QAiKN-_v56veCEKy' --output food-11.zip\n", - "\n", - "# Dropbox\n", - "!wget https://www.dropbox.com/s/m9q6273jl3djall/food-11.zip -O food-11.zip\n", - "\n", - "# Unzip the dataset.\n", - "# This may take some time.\n", - "!unzip -q food-11.zip" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "BBVSCWWhp6uq" - }, - "source": [ - "## **Import Packages**\n", - "\n", - "First, we need to import packages that will be used later.\n", - "\n", - "In this homework, we highly rely on **torchvision**, a library of PyTorch." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "9sVrKci4PUFW" - }, - "source": [ - "# Import necessary packages.\n", - "import numpy as np\n", - "import torch\n", - "import torch.nn as nn\n", - "import torchvision.transforms as transforms\n", - "from PIL import Image\n", - "# \"ConcatDataset\" and \"Subset\" are possibly useful when doing semi-supervised learning.\n", - "from torch.utils.data import ConcatDataset, DataLoader, Subset\n", - "from torchvision.datasets import DatasetFolder\n", - "\n", - "# This is for the progress bar.\n", - "from tqdm.auto import tqdm" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "F0i9ZCPrOVN_" - }, - "source": [ - "## **Dataset, Data Loader, and Transforms**\n", - "\n", - "Torchvision provides lots of useful utilities for image preprocessing, data wrapping as well as data augmentation.\n", - "\n", - "Here, since our data are stored in folders by class labels, we can directly apply **torchvision.datasets.DatasetFolder** for wrapping data without much effort.\n", - "\n", - "Please refer to [PyTorch official website](https://pytorch.org/vision/stable/transforms.html) for details about different transforms." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "gKd2abixQghI" - }, - "source": [ - "# It is important to do data augmentation in training.\n", - "# However, not every augmentation is useful.\n", - "# Please think about what kind of augmentation is helpful for food recognition.\n", - "train_tfm = transforms.Compose([\n", - " # Resize the image into a fixed shape (height = width = 128)\n", - " transforms.Resize((128, 128)),\n", - " # You may add some transforms here.\n", - " # ToTensor() should be the last one of the transforms.\n", - " transforms.ToTensor(),\n", - "])\n", - "\n", - "# We don't need augmentations in testing and validation.\n", - "# All we need here is to resize the PIL image and transform it into Tensor.\n", - "test_tfm = transforms.Compose([\n", - " transforms.Resize((128, 128)),\n", - " transforms.ToTensor(),\n", - "])\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "qz6jeMnkQl0_" - }, - "source": [ - "# Batch size for training, validation, and testing.\n", - "# A greater batch size usually gives a more stable gradient.\n", - "# But the GPU memory is limited, so please adjust it carefully.\n", - "batch_size = 128\n", - "\n", - "# Construct datasets.\n", - "# The argument \"loader\" tells how torchvision reads the data.\n", - "train_set = DatasetFolder(\"food-11/training/labeled\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=train_tfm)\n", - "valid_set = DatasetFolder(\"food-11/validation\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=test_tfm)\n", - "unlabeled_set = DatasetFolder(\"food-11/training/unlabeled\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=train_tfm)\n", - "test_set = DatasetFolder(\"food-11/testing\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=test_tfm)\n", - "\n", - "# Construct data loaders.\n", - "train_loader = DataLoader(train_set, batch_size=batch_size, shuffle=True, num_workers=2, pin_memory=True)\n", - "valid_loader = DataLoader(valid_set, batch_size=batch_size, shuffle=True, num_workers=2, pin_memory=True)\n", - "test_loader = DataLoader(test_set, batch_size=batch_size, shuffle=False)" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "j9YhZo7POPYG" - }, - "source": [ - "## **Model**\n", - "\n", - "The basic model here is simply a stack of convolutional layers followed by some fully-connected layers.\n", - "\n", - "Since there are three channels for a color image (RGB), the input channels of the network must be three.\n", - "In each convolutional layer, typically the channels of inputs grow, while the height and width shrink (or remain unchanged, according to some hyperparameters like stride and padding).\n", - "\n", - "Before fed into fully-connected layers, the feature map must be flattened into a single one-dimensional vector (for each image).\n", - "These features are then transformed by the fully-connected layers, and finally, we obtain the \"logits\" for each class.\n", - "\n", - "### **WARNING -- You Must Know**\n", - "You are free to modify the model architecture here for further improvement.\n", - "However, if you want to use some well-known architectures such as ResNet50, please make sure **NOT** to load the pre-trained weights.\n", - "Using such pre-trained models is considered cheating and therefore you will be punished.\n", - "Similarly, it is your responsibility to make sure no pre-trained weights are used if you use **torch.hub** to load any modules.\n", - "\n", - "For example, if you use ResNet-18 as your model:\n", - "\n", - "model = torchvision.models.resnet18(pretrained=**False**) → This is fine.\n", - "\n", - "model = torchvision.models.resnet18(pretrained=**True**) → This is **NOT** allowed." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "Y1c-GwrMQqMl" - }, - "source": [ - "class Classifier(nn.Module):\n", - " def __init__(self):\n", - " super(Classifier, self).__init__()\n", - " # The arguments for commonly used modules:\n", - " # torch.nn.Conv2d(in_channels, out_channels, kernel_size, stride, padding)\n", - " # torch.nn.MaxPool2d(kernel_size, stride, padding)\n", - "\n", - " # input image size: [3, 128, 128]\n", - " self.cnn_layers = nn.Sequential(\n", - " nn.Conv2d(3, 64, 3, 1, 1),\n", - " nn.BatchNorm2d(64),\n", - " nn.ReLU(),\n", - " nn.MaxPool2d(2, 2, 0),\n", - "\n", - " nn.Conv2d(64, 128, 3, 1, 1),\n", - " nn.BatchNorm2d(128),\n", - " nn.ReLU(),\n", - " nn.MaxPool2d(2, 2, 0),\n", - "\n", - " nn.Conv2d(128, 256, 3, 1, 1),\n", - " nn.BatchNorm2d(256),\n", - " nn.ReLU(),\n", - " nn.MaxPool2d(4, 4, 0),\n", - " )\n", - " self.fc_layers = nn.Sequential(\n", - " nn.Linear(256 * 8 * 8, 256),\n", - " nn.ReLU(),\n", - " nn.Linear(256, 256),\n", - " nn.ReLU(),\n", - " nn.Linear(256, 11)\n", - " )\n", - "\n", - " def forward(self, x):\n", - " # input (x): [batch_size, 3, 128, 128]\n", - " # output: [batch_size, 11]\n", - "\n", - " # Extract features by convolutional layers.\n", - " x = self.cnn_layers(x)\n", - "\n", - " # The extracted feature map must be flatten before going to fully-connected layers.\n", - " x = x.flatten(1)\n", - "\n", - " # The features are transformed by fully-connected layers to obtain the final logits.\n", - " x = self.fc_layers(x)\n", - " return x" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "aEnGbriXORN3" - }, - "source": [ - "## **Training**\n", - "\n", - "You can finish supervised learning by simply running the provided code without any modification.\n", - "\n", - "The function \"get_pseudo_labels\" is used for semi-supervised learning.\n", - "It is expected to get better performance if you use unlabeled data for semi-supervised learning.\n", - "However, you have to implement the function on your own and need to adjust several hyperparameters manually.\n", - "\n", - "For more details about semi-supervised learning, please refer to [Prof. Lee's slides](https://speech.ee.ntu.edu.tw/~tlkagk/courses/ML_2016/Lecture/semi%20(v3).pdf).\n", - "\n", - "Again, please notice that utilizing external data (or pre-trained model) for training is **prohibited**." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "swlf5EwA-hxA" - }, - "source": [ - "def get_pseudo_labels(dataset, model, threshold=0.65):\n", - " # This functions generates pseudo-labels of a dataset using given model.\n", - " # It returns an instance of DatasetFolder containing images whose prediction confidences exceed a given threshold.\n", - " # You are NOT allowed to use any models trained on external data for pseudo-labeling.\n", - " device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", - "\n", - " # Make sure the model is in eval mode.\n", - " model.eval()\n", - " # Define softmax function.\n", - " softmax = nn.Softmax(dim=-1)\n", - "\n", - " # Iterate over the dataset by batches.\n", - " for batch in tqdm(dataloader):\n", - " img, _ = batch\n", - "\n", - " # Forward the data\n", - " # Using torch.no_grad() accelerates the forward process.\n", - " with torch.no_grad():\n", - " logits = model(img.to(device))\n", - "\n", - " # Obtain the probability distributions by applying softmax on logits.\n", - " probs = softmax(logits)\n", - "\n", - " # ---------- TODO ----------\n", - " # Filter the data and construct a new dataset.\n", - "\n", - " # # Turn off the eval mode.\n", - " model.train()\n", - " return dataset" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "PHaFE-8oQtkC", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000, - "referenced_widgets": [ - 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"optimizer = torch.optim.Adam(model.parameters(), lr=0.0003, weight_decay=1e-5)\n", - "\n", - "# The number of training epochs.\n", - "n_epochs = 80\n", - "\n", - "# Whether to do semi-supervised learning.\n", - "do_semi = False\n", - "\n", - "for epoch in range(n_epochs):\n", - " # ---------- TODO ----------\n", - " # In each epoch, relabel the unlabeled dataset for semi-supervised learning.\n", - " # Then you can combine the labeled dataset and pseudo-labeled dataset for the training.\n", - " if do_semi:\n", - " # Obtain pseudo-labels for unlabeled data using trained model.\n", - " pseudo_set = get_pseudo_labels(unlabeled_set, model)\n", - "\n", - " # Construct a new dataset and a data loader for training.\n", - " # This is used in semi-supervised learning only.\n", - " concat_dataset = ConcatDataset([train_set, pseudo_set])\n", - " train_loader = DataLoader(concat_dataset, batch_size=batch_size, shuffle=True, num_workers=8, pin_memory=True)\n", - "\n", - " # ---------- Training ----------\n", - " # Make sure the model is in train mode before training.\n", - " model.train()\n", - "\n", - " # These are used to record information in training.\n", - " train_loss = []\n", - " train_accs = []\n", - "\n", - " # Iterate the training set by batches.\n", - " for batch in tqdm(train_loader):\n", - "\n", - " # A batch consists of image data and corresponding labels.\n", - " imgs, labels = batch\n", - "\n", - " # Forward the data. (Make sure data and model are on the same device.)\n", - " logits = model(imgs.to(device))\n", - "\n", - " # Calculate the cross-entropy loss.\n", - " # We don't need to apply softmax before computing cross-entropy as it is done automatically.\n", - " loss = criterion(logits, labels.to(device))\n", - "\n", - " # Gradients stored in the parameters in the previous step should be cleared out first.\n", - " optimizer.zero_grad()\n", - "\n", - " # Compute the gradients for parameters.\n", - " loss.backward()\n", - "\n", - " # Clip the gradient norms for stable training.\n", - " grad_norm = nn.utils.clip_grad_norm_(model.parameters(), max_norm=10)\n", - "\n", - " # Update the parameters with computed gradients.\n", - " optimizer.step()\n", - "\n", - " # Compute the accuracy for current batch.\n", - " acc = (logits.argmax(dim=-1) == labels.to(device)).float().mean()\n", - "\n", - " # Record the loss and accuracy.\n", - " train_loss.append(loss.item())\n", - " train_accs.append(acc)\n", - "\n", - " # The average loss and accuracy of the training set is the average of the recorded values.\n", - " train_loss = sum(train_loss) / len(train_loss)\n", - " train_acc = sum(train_accs) / len(train_accs)\n", - "\n", - " # Print the information.\n", - " print(f\"[ Train | {epoch + 1:03d}/{n_epochs:03d} ] loss = {train_loss:.5f}, acc = {train_acc:.5f}\")\n", - "\n", - " # ---------- Validation ----------\n", - " # Make sure the model is in eval mode so that some modules like dropout are disabled and work normally.\n", - " model.eval()\n", - "\n", - " # These are used to record information in validation.\n", - " valid_loss = []\n", - " valid_accs = []\n", - "\n", - " # Iterate the validation set by batches.\n", - " for batch in tqdm(valid_loader):\n", - "\n", - " # A batch consists of image data and corresponding labels.\n", - " imgs, labels = batch\n", - "\n", - " # We don't need gradient in validation.\n", - " # Using torch.no_grad() accelerates the forward process.\n", - " with torch.no_grad():\n", - " logits = model(imgs.to(device))\n", - "\n", - " # We can still compute the loss (but not the gradient).\n", - " loss = criterion(logits, labels.to(device))\n", - "\n", - " # Compute the accuracy for current batch.\n", - " acc = (logits.argmax(dim=-1) == labels.to(device)).float().mean()\n", - "\n", - " # Record the loss and accuracy.\n", - " valid_loss.append(loss.item())\n", - " valid_accs.append(acc)\n", - "\n", - " # The average loss and accuracy for entire validation set is the average of the recorded values.\n", - " valid_loss = sum(valid_loss) / len(valid_loss)\n", - " valid_acc = sum(valid_accs) / len(valid_accs)\n", - "\n", - " # Print the information.\n", - " print(f\"[ Valid | {epoch + 1:03d}/{n_epochs:03d} ] loss = {valid_loss:.5f}, acc = {valid_acc:.5f}\")" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "2o1oCMXy61_3" - }, - "source": [ - "## **Testing**\n", - "\n", - "For inference, we need to make sure the model is in eval mode, and the order of the dataset should not be shuffled (\"shuffle=False\" in test_loader).\n", - "\n", - "Last but not least, don't forget to save the predictions into a single CSV file.\n", - "The format of CSV file should follow the rules mentioned in the slides.\n", - "\n", - "### **WARNING -- Keep in Mind**\n", - "\n", - "Cheating includes but not limited to:\n", - "1. using testing labels,\n", - "2. submitting results to previous Kaggle competitions,\n", - "3. sharing predictions with others,\n", - "4. copying codes from any creatures on Earth,\n", - "5. asking other people to do it for you.\n", - "\n", - "Any violations bring you punishments from getting a discount on the final grade to failing the course.\n", - "\n", - "It is your responsibility to check whether your code violates the rules.\n", - "When citing codes from the Internet, you should know what these codes exactly do.\n", - "You will **NOT** be tolerated if you break the rule and claim you don't know what these codes do.\n" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "4HznI9_-ocrq" - }, - "source": [ - "# Make sure the model is in eval mode.\n", - "# Some modules like Dropout or BatchNorm affect if the model is in training mode.\n", - "model.eval()\n", - "\n", - "# Initialize a list to store the predictions.\n", - "predictions = []\n", - "\n", - "# Iterate the testing set by batches.\n", - "for batch in tqdm(test_loader):\n", - " # A batch consists of image data and corresponding labels.\n", - " # But here the variable \"labels\" is useless since we do not have the ground-truth.\n", - " # If printing out the labels, you will find that it is always 0.\n", - " # This is because the wrapper (DatasetFolder) returns images and labels for each batch,\n", - " # so we have to create fake labels to make it work normally.\n", - " imgs, labels = batch\n", - "\n", - " # We don't need gradient in testing, and we don't even have labels to compute loss.\n", - " # Using torch.no_grad() accelerates the forward process.\n", - " with torch.no_grad():\n", - " logits = model(imgs.to(device))\n", - "\n", - " # Take the class with greatest logit as prediction and record it.\n", - " predictions.extend(logits.argmax(dim=-1).cpu().numpy().tolist())" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "3t2q2Th85ZUE" - }, - "source": [ - "# Save predictions into the file.\n", - "with open(\"predict.csv\", \"w\") as f:\n", - "\n", - " # The first row must be \"Id, Category\"\n", - " f.write(\"Id,Category\\n\")\n", - "\n", - " # For the rest of the rows, each image id corresponds to a predicted class.\n", - " for i, pred in enumerate(predictions):\n", - " f.write(f\"{i},{pred}\\n\")" - ], - "execution_count": null, - "outputs": [] - } - ] -} \ No newline at end of file diff --git a/05 Transformer/范例/HW04.ipynb b/05 Transformer/范例/HW04.ipynb deleted file mode 100644 index 579781b..0000000 --- a/05 Transformer/范例/HW04.ipynb +++ /dev/null @@ -1,5783 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "accelerator": "GPU", - "colab": { - "name": "ML2021_HW4.ipynb", - "provenance": [], - "collapsed_sections": [], - "toc_visible": true - }, - "kernelspec": { - "display_name": "Python 3", - "name": "python3" - } - }, - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "zC5KwRyl6Flp" - }, - "source": [ - "# Task description\n", - "- Classify the speakers of given features.\n", - "- Main goal: Learn how to use transformer.\n", - "- Baselines:\n", - " - Easy: Run sample code and know how to use transformer.\n", - " - Medium: Know how to adjust parameters of transformer.\n", - " - Hard: Construct [conformer](https://arxiv.org/abs/2005.08100) which is a variety of transformer. " - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "TPDoreyypeJE" - }, - "source": [ - "# Download dataset" - ] - }, - { - "cell_type": "code", - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "QvpaILXnJIcw", - "outputId": "c2548949-1161-42c2-8318-076b987a1866" - }, - "source": [ - "# From Google drive\n", - "# !gdown --id '1T0RPnu-Sg5eIPwQPfYysipfcz81MnsYe' --output Dataset.zip\n", - "# !unzip Dataset.zip\n", - "\n", - "# From Dropbox\n", - "# If Dropbox is not work. Please use google drive.\n", - "!wget https://www.dropbox.com/s/vw324newiku0sz0/Dataset.tar.gz.aa?dl=0\n", - "!wget https://www.dropbox.com/s/z840g69e7lnkayo/Dataset.tar.gz.ab?dl=0\n", - "!wget https://www.dropbox.com/s/hl081e1ggonio81/Dataset.tar.gz.ac?dl=0\n", - "!wget https://www.dropbox.com/s/fh3zd8ow668c4th/Dataset.tar.gz.ad?dl=0\n", - "!wget https://www.dropbox.com/s/ydzygoy2pv6gw9d/Dataset.tar.gz.ae?dl=0\n", - "!cat Dataset.tar.gz.* | tar zxvf -" - ], - "execution_count": null, - "outputs": [ - { - "output_type": "stream", - "text": [ - "\u001b[1;30;43m串流輸出內容已截斷至最後 5000 行。\u001b[0m\n", - "Dataset/uttr-302451c82acc472ea4dbfe7e09104752.pt\n", - "Dataset/uttr-13307b1f79fa4c34ae0ac7dd01e550d0.pt\n", - "Dataset/uttr-addf4e847665455da803a433a0a872f4.pt\n", - "Dataset/uttr-2f0b654391a44cb3b4335bef62ad7a5a.pt\n", - "Dataset/uttr-1f05e4d6775144378000b9ffd7ff907f.pt\n", - "Dataset/uttr-fbae633b89044403a6c056987df8c720.pt\n", - "Dataset/uttr-6d67740c09c44ccb95541e1fd389d205.pt\n", - "Dataset/uttr-c9bae6645d62413ea745b8e0580af07c.pt\n", - 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"- The architecture of data directory \\\\\n", - " - data directory \\\\\n", - " |---- metadata.json \\\\\n", - " |---- testdata.json \\\\\n", - " |---- mapping.json \\\\\n", - " |---- uttr-{random string}.pt \\\\\n", - "\n", - "- The information in metadata\n", - " - \"n_mels\": The dimention of mel-spectrogram.\n", - " - \"speakers\": A dictionary. \n", - " - Key: speaker ids.\n", - " - value: \"feature_path\" and \"mel_len\"\n", - "\n", - "\n", - "For efficiency, we segment the mel-spectrograms into segments in the traing step." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "cd7hoGhYtbXQ" - }, - "source": [ - "import os\n", - "import json\n", - "import torch\n", - "import random\n", - "from pathlib import Path\n", - "from torch.utils.data import Dataset\n", - "from torch.nn.utils.rnn import pad_sequence\n", - "\n", - "\n", - "class myDataset(Dataset):\n", - " def __init__(self, data_dir, segment_len=128):\n", - " self.data_dir = data_dir\n", - " self.segment_len = segment_len\n", - "\n", - " # Load the mapping from speaker neme to their corresponding id. \n", - " mapping_path = Path(data_dir) / \"mapping.json\"\n", - " mapping = json.load(mapping_path.open())\n", - " self.speaker2id = mapping[\"speaker2id\"]\n", - "\n", - " # Load metadata of training data.\n", - " metadata_path = Path(data_dir) / \"metadata.json\"\n", - " metadata = json.load(open(metadata_path))[\"speakers\"]\n", - "\n", - " # Get the total number of speaker.\n", - " self.speaker_num = len(metadata.keys())\n", - " self.data = []\n", - " for speaker in metadata.keys():\n", - " for utterances in metadata[speaker]:\n", - " self.data.append([utterances[\"feature_path\"], self.speaker2id[speaker]])\n", - "\n", - " def __len__(self):\n", - " return len(self.data)\n", - "\n", - " def __getitem__(self, index):\n", - " feat_path, speaker = self.data[index]\n", - " # Load preprocessed mel-spectrogram.\n", - " mel = torch.load(os.path.join(self.data_dir, feat_path))\n", - "\n", - " # Segmemt mel-spectrogram into \"segment_len\" frames.\n", - " if len(mel) > self.segment_len:\n", - " # Randomly get the starting point of the segment.\n", - " start = random.randint(0, len(mel) - self.segment_len)\n", - " # Get a segment with \"segment_len\" frames.\n", - " mel = torch.FloatTensor(mel[start:start+self.segment_len])\n", - " else:\n", - " mel = torch.FloatTensor(mel)\n", - " # Turn the speaker id into long for computing loss later.\n", - " speaker = torch.FloatTensor([speaker]).long()\n", - " return mel, speaker\n", - "\n", - " def get_speaker_number(self):\n", - " return self.speaker_num\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "mqJxjoi_NGnB" - }, - "source": [ - "## Dataloader\n", - "- Split dataset into training dataset(90%) and validation dataset(10%).\n", - "- Create dataloader to iterate the data.\n" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "zuT1AuFENI8t" - }, - "source": [ - "import torch\n", - "from torch.utils.data import DataLoader, random_split\n", - "from torch.nn.utils.rnn import pad_sequence\n", - "\n", - "\n", - "def collate_batch(batch):\n", - " # Process features within a batch.\n", - " \"\"\"Collate a batch of data.\"\"\"\n", - " mel, speaker = zip(*batch)\n", - " # Because we train the model batch by batch, we need to pad the features in the same batch to make their lengths the same.\n", - " mel = pad_sequence(mel, batch_first=True, padding_value=-20) # pad log 10^(-20) which is very small value.\n", - " # mel: (batch size, length, 40)\n", - " return mel, torch.FloatTensor(speaker).long()\n", - "\n", - "\n", - "def get_dataloader(data_dir, batch_size, n_workers):\n", - " \"\"\"Generate dataloader\"\"\"\n", - " dataset = myDataset(data_dir)\n", - " speaker_num = dataset.get_speaker_number()\n", - " # Split dataset into training dataset and validation dataset\n", - " trainlen = int(0.9 * len(dataset))\n", - " lengths = [trainlen, len(dataset) - trainlen]\n", - " trainset, validset = random_split(dataset, lengths)\n", - "\n", - " train_loader = DataLoader(\n", - " trainset,\n", - " batch_size=batch_size,\n", - " shuffle=True,\n", - " drop_last=True,\n", - " num_workers=n_workers,\n", - " pin_memory=True,\n", - " collate_fn=collate_batch,\n", - " )\n", - " valid_loader = DataLoader(\n", - " validset,\n", - " batch_size=batch_size,\n", - " num_workers=n_workers,\n", - " drop_last=True,\n", - " pin_memory=True,\n", - " collate_fn=collate_batch,\n", - " )\n", - "\n", - " return train_loader, valid_loader, speaker_num\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "X0x6eXiHpr4R" - }, - "source": [ - "# Model\n", - "- TransformerEncoderLayer:\n", - " - Base transformer encoder layer in [Attention Is All You Need](https://arxiv.org/abs/1706.03762)\n", - " - Parameters:\n", - " - d_model: the number of expected features of the input (required).\n", - "\n", - " - nhead: the number of heads of the multiheadattention models (required).\n", - "\n", - " - dim_feedforward: the dimension of the feedforward network model (default=2048).\n", - "\n", - " - dropout: the dropout value (default=0.1).\n", - "\n", - " - activation: the activation function of intermediate layer, relu or gelu (default=relu).\n", - "\n", - "- TransformerEncoder:\n", - " - TransformerEncoder is a stack of N transformer encoder layers\n", - " - Parameters:\n", - " - encoder_layer: an instance of the TransformerEncoderLayer() class (required).\n", - "\n", - " - num_layers: the number of sub-encoder-layers in the encoder (required).\n", - "\n", - " - norm: the layer normalization component (optional)." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "SHX4eVj4tjtd" - }, - "source": [ - "import torch\n", - "import torch.nn as nn\n", - "import torch.nn.functional as F\n", - "\n", - "\n", - "class Classifier(nn.Module):\n", - " def __init__(self, d_model=80, n_spks=600, dropout=0.1):\n", - " super().__init__()\n", - " # Project the dimension of features from that of input into d_model.\n", - " self.prenet = nn.Linear(40, d_model)\n", - " # TODO:\n", - " # Change Transformer to Conformer.\n", - " # https://arxiv.org/abs/2005.08100\n", - " self.encoder_layer = nn.TransformerEncoderLayer(\n", - " d_model=d_model, dim_feedforward=256, nhead=2\n", - " )\n", - " # self.encoder = nn.TransformerEncoder(self.encoder_layer, num_layers=2)\n", - "\n", - " # Project the the dimension of features from d_model into speaker nums.\n", - " self.pred_layer = nn.Sequential(\n", - " nn.Linear(d_model, d_model),\n", - " nn.ReLU(),\n", - " nn.Linear(d_model, n_spks),\n", - " )\n", - "\n", - " def forward(self, mels):\n", - " \"\"\"\n", - " args:\n", - " mels: (batch size, length, 40)\n", - " return:\n", - " out: (batch size, n_spks)\n", - " \"\"\"\n", - " # out: (batch size, length, d_model)\n", - " out = self.prenet(mels)\n", - " # out: (length, batch size, d_model)\n", - " out = out.permute(1, 0, 2)\n", - " # The encoder layer expect features in the shape of (length, batch size, d_model).\n", - " out = self.encoder_layer(out)\n", - " # out: (batch size, length, d_model)\n", - " out = out.transpose(0, 1)\n", - " # mean pooling\n", - " stats = out.mean(dim=1)\n", - "\n", - " # out: (batch, n_spks)\n", - " out = self.pred_layer(stats)\n", - " return out\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "-__DolPGpvDZ" - }, - "source": [ - "# Learning rate schedule\n", - "- For transformer architecture, the design of learning rate schedule is different from that of CNN.\n", - "- Previous works show that the warmup of learning rate is useful for training models with transformer architectures.\n", - "- The warmup schedule\n", - " - Set learning rate to 0 in the beginning.\n", - " - The learning rate increases linearly from 0 to initial learning rate during warmup period." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "K-0816BntqT9" - }, - "source": [ - "import math\n", - "\n", - "import torch\n", - "from torch.optim import Optimizer\n", - "from torch.optim.lr_scheduler import LambdaLR\n", - "\n", - "\n", - "def get_cosine_schedule_with_warmup(\n", - " optimizer: Optimizer,\n", - " num_warmup_steps: int,\n", - " num_training_steps: int,\n", - " num_cycles: float = 0.5,\n", - " last_epoch: int = -1,\n", - "):\n", - " \"\"\"\n", - " Create a schedule with a learning rate that decreases following the values of the cosine function between the\n", - " initial lr set in the optimizer to 0, after a warmup period during which it increases linearly between 0 and the\n", - " initial lr set in the optimizer.\n", - "\n", - " Args:\n", - " optimizer (:class:`~torch.optim.Optimizer`):\n", - " The optimizer for which to schedule the learning rate.\n", - " num_warmup_steps (:obj:`int`):\n", - " The number of steps for the warmup phase.\n", - " num_training_steps (:obj:`int`):\n", - " The total number of training steps.\n", - " num_cycles (:obj:`float`, `optional`, defaults to 0.5):\n", - " The number of waves in the cosine schedule (the defaults is to just decrease from the max value to 0\n", - " following a half-cosine).\n", - " last_epoch (:obj:`int`, `optional`, defaults to -1):\n", - " The index of the last epoch when resuming training.\n", - "\n", - " Return:\n", - " :obj:`torch.optim.lr_scheduler.LambdaLR` with the appropriate schedule.\n", - " \"\"\"\n", - "\n", - " def lr_lambda(current_step):\n", - " # Warmup\n", - " if current_step < num_warmup_steps:\n", - " return float(current_step) / float(max(1, num_warmup_steps))\n", - " # decadence\n", - " progress = float(current_step - num_warmup_steps) / float(\n", - " max(1, num_training_steps - num_warmup_steps)\n", - " )\n", - " return max(\n", - " 0.0, 0.5 * (1.0 + math.cos(math.pi * float(num_cycles) * 2.0 * progress))\n", - " )\n", - "\n", - " return LambdaLR(optimizer, lr_lambda, last_epoch)\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "IP03FFo9K8DS" - }, - "source": [ - "# Model Function\n", - "- Model forward function." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "fohaLEFJK9-t" - }, - "source": [ - "import torch\n", - "\n", - "\n", - "def model_fn(batch, model, criterion, device):\n", - " \"\"\"Forward a batch through the model.\"\"\"\n", - "\n", - " mels, labels = batch\n", - " mels = mels.to(device)\n", - " labels = labels.to(device)\n", - "\n", - " outs = model(mels)\n", - "\n", - " loss = criterion(outs, labels)\n", - "\n", - " # Get the speaker id with highest probability.\n", - " preds = outs.argmax(1)\n", - " # Compute accuracy.\n", - " accuracy = torch.mean((preds == labels).float())\n", - "\n", - " return loss, accuracy\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "F7cg-YrzLQcf" - }, - "source": [ - "# Validate\n", - "- Calculate accuracy of the validation set." - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "mD-_p6nWLO2L" - }, - "source": [ - "from tqdm import tqdm\n", - "import torch\n", - "\n", - "\n", - "def valid(dataloader, model, criterion, device): \n", - " \"\"\"Validate on validation set.\"\"\"\n", - "\n", - " model.eval()\n", - " running_loss = 0.0\n", - " running_accuracy = 0.0\n", - " pbar = tqdm(total=len(dataloader.dataset), ncols=0, desc=\"Valid\", unit=\" uttr\")\n", - "\n", - " for i, batch in enumerate(dataloader):\n", - " with torch.no_grad():\n", - " loss, accuracy = model_fn(batch, model, criterion, device)\n", - " running_loss += loss.item()\n", - " running_accuracy += accuracy.item()\n", - "\n", - " pbar.update(dataloader.batch_size)\n", - " pbar.set_postfix(\n", - " loss=f\"{running_loss / (i+1):.2f}\",\n", - " accuracy=f\"{running_accuracy / (i+1):.2f}\",\n", - " )\n", - "\n", - " pbar.close()\n", - " model.train()\n", - "\n", - " return running_accuracy / len(dataloader)\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "noHXyal5p1W5" - }, - "source": [ - "# Main function" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "chRQE7oYtw62", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "45b0b120-3e86-4875-a8c0-2c4f0c980048" - }, - "source": [ - "from tqdm import tqdm\n", - "\n", - "import torch\n", - "import torch.nn as nn\n", - "from torch.optim import AdamW\n", - "from torch.utils.data import DataLoader, random_split\n", - "\n", - "\n", - "def parse_args():\n", - " \"\"\"arguments\"\"\"\n", - " config = {\n", - " \"data_dir\": \"./Dataset\",\n", - " \"save_path\": \"model.ckpt\",\n", - " \"batch_size\": 32,\n", - " \"n_workers\": 8,\n", - " \"valid_steps\": 2000,\n", - " \"warmup_steps\": 1000,\n", - " \"save_steps\": 10000,\n", - " \"total_steps\": 70000,\n", - " }\n", - "\n", - " return config\n", - "\n", - "\n", - "def main(\n", - " data_dir,\n", - " save_path,\n", - " batch_size,\n", - " n_workers,\n", - " valid_steps,\n", - " warmup_steps,\n", - " total_steps,\n", - " save_steps,\n", - "):\n", - " \"\"\"Main function.\"\"\"\n", - " device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", - " print(f\"[Info]: Use {device} now!\")\n", - "\n", - " train_loader, valid_loader, speaker_num = get_dataloader(data_dir, batch_size, n_workers)\n", - " train_iterator = iter(train_loader)\n", - " print(f\"[Info]: Finish loading data!\",flush = True)\n", - "\n", - " model = Classifier(n_spks=speaker_num).to(device)\n", - " criterion = nn.CrossEntropyLoss()\n", - " optimizer = AdamW(model.parameters(), lr=1e-3)\n", - " scheduler = get_cosine_schedule_with_warmup(optimizer, warmup_steps, total_steps)\n", - " print(f\"[Info]: Finish creating model!\",flush = True)\n", - "\n", - " best_accuracy = -1.0\n", - " best_state_dict = None\n", - "\n", - " pbar = tqdm(total=valid_steps, ncols=0, desc=\"Train\", unit=\" step\")\n", - "\n", - " for step in range(total_steps):\n", - " # Get data\n", - " try:\n", - " batch = next(train_iterator)\n", - " except StopIteration:\n", - " train_iterator = iter(train_loader)\n", - " batch = next(train_iterator)\n", - "\n", - " loss, accuracy = model_fn(batch, model, criterion, device)\n", - " batch_loss = loss.item()\n", - " batch_accuracy = accuracy.item()\n", - "\n", - " # Updata model\n", - " loss.backward()\n", - " optimizer.step()\n", - " scheduler.step()\n", - " optimizer.zero_grad()\n", - " \n", - " # Log\n", - " pbar.update()\n", - " pbar.set_postfix(\n", - " loss=f\"{batch_loss:.2f}\",\n", - " accuracy=f\"{batch_accuracy:.2f}\",\n", - " step=step + 1,\n", - " )\n", - "\n", - " # Do validation\n", - " if (step + 1) % valid_steps == 0:\n", - " pbar.close()\n", - "\n", - " valid_accuracy = valid(valid_loader, model, criterion, device)\n", - "\n", - " # keep the best model\n", - " if valid_accuracy > best_accuracy:\n", - " best_accuracy = valid_accuracy\n", - " best_state_dict = model.state_dict()\n", - "\n", - " pbar = tqdm(total=valid_steps, ncols=0, desc=\"Train\", unit=\" step\")\n", - "\n", - " # Save the best model so far.\n", - " if (step + 1) % save_steps == 0 and best_state_dict is not None:\n", - " torch.save(best_state_dict, save_path)\n", - " pbar.write(f\"Step {step + 1}, best model saved. (accuracy={best_accuracy:.4f})\")\n", - "\n", - " pbar.close()\n", - "\n", - "\n", - "if __name__ == \"__main__\":\n", - " main(**parse_args())\n" - ], - "execution_count": null, - "outputs": [ - { - "output_type": "stream", - "text": [ - "[Info]: Use cuda now!\n", - "[Info]: Finish loading data!\n", - "[Info]: Finish creating model!\n" - ], - "name": "stdout" - }, - { - "output_type": "stream", - "text": [ - "Train: 100% 2000/2000 [03:34<00:00, 9.32 step/s, accuracy=0.31, loss=3.89, step=2000]\n", - "Valid: 100% 6944/6944 [00:23<00:00, 300.22 uttr/s, accuracy=0.18, loss=3.98]\n", - "Train: 100% 2000/2000 [03:04<00:00, 10.81 step/s, accuracy=0.19, loss=3.79, step=4000]\n", - "Valid: 100% 6944/6944 [00:24<00:00, 285.84 uttr/s, accuracy=0.29, loss=3.27]\n", - "Train: 100% 2000/2000 [02:50<00:00, 11.74 step/s, accuracy=0.41, loss=2.76, step=6000]\n", - "Valid: 100% 6944/6944 [00:25<00:00, 273.22 uttr/s, accuracy=0.35, loss=2.98]\n", - "Train: 100% 2000/2000 [02:47<00:00, 11.93 step/s, accuracy=0.53, loss=2.37, step=8000]\n", - "Valid: 100% 6944/6944 [00:25<00:00, 269.05 uttr/s, accuracy=0.41, loss=2.68]\n", - "Train: 71% 1416/2000 [02:01<01:06, 8.79 step/s, accuracy=0.50, loss=2.06, step=9416]" - ], - "name": "stderr" - } - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "0R2rx3AyHpQ-" - }, - "source": [ - "# Inference" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "pSuI3WY9Fz78" - }, - "source": [ - "## Dataset of inference" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "4evns0055Dsx" - }, - "source": [ - "import os\n", - "import json\n", - "import torch\n", - "from pathlib import Path\n", - "from torch.utils.data import Dataset\n", - "\n", - "\n", - "class InferenceDataset(Dataset):\n", - " def __init__(self, data_dir):\n", - " testdata_path = Path(data_dir) / \"testdata.json\"\n", - " metadata = json.load(testdata_path.open())\n", - " self.data_dir = data_dir\n", - " self.data = metadata[\"utterances\"]\n", - "\n", - " def __len__(self):\n", - " return len(self.data)\n", - "\n", - " def __getitem__(self, index):\n", - " utterance = self.data[index]\n", - " feat_path = utterance[\"feature_path\"]\n", - " mel = torch.load(os.path.join(self.data_dir, feat_path))\n", - "\n", - " return feat_path, mel\n", - "\n", - "\n", - "def inference_collate_batch(batch):\n", - " \"\"\"Collate a batch of data.\"\"\"\n", - " feat_paths, mels = zip(*batch)\n", - "\n", - " return feat_paths, torch.stack(mels)\n" - ], - "execution_count": null, - "outputs": [] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "oAinHBG1GIWv" - }, - "source": [ - "## Main funcrion of Inference" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "yQaTt7VDHoRI" - }, - "source": [ - "import json\n", - "import csv\n", - "from pathlib import Path\n", - "from tqdm.notebook import tqdm\n", - "\n", - "import torch\n", - "from torch.utils.data import DataLoader\n", - "\n", - "def parse_args():\n", - " \"\"\"arguments\"\"\"\n", - " config = {\n", - " \"data_dir\": \"./Dataset\",\n", - " \"model_path\": \"./model.ckpt\",\n", - " \"output_path\": \"./output.csv\",\n", - " }\n", - "\n", - " return config\n", - "\n", - "\n", - "def main(\n", - " data_dir,\n", - " model_path,\n", - " output_path,\n", - "):\n", - " \"\"\"Main function.\"\"\"\n", - " device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", - " print(f\"[Info]: Use {device} now!\")\n", - "\n", - " mapping_path = Path(data_dir) / \"mapping.json\"\n", - " mapping = json.load(mapping_path.open())\n", - "\n", - " dataset = InferenceDataset(data_dir)\n", - " dataloader = DataLoader(\n", - " dataset,\n", - " batch_size=1,\n", - " shuffle=False,\n", - " drop_last=False,\n", - " num_workers=8,\n", - " collate_fn=inference_collate_batch,\n", - " )\n", - " print(f\"[Info]: Finish loading data!\",flush = True)\n", - "\n", - " speaker_num = len(mapping[\"id2speaker\"])\n", - " model = Classifier(n_spks=speaker_num).to(device)\n", - " model.load_state_dict(torch.load(model_path))\n", - " model.eval()\n", - " print(f\"[Info]: Finish creating model!\",flush = True)\n", - "\n", - " results = [[\"Id\", \"Category\"]]\n", - " for feat_paths, mels in tqdm(dataloader):\n", - " with torch.no_grad():\n", - " mels = mels.to(device)\n", - " outs = model(mels)\n", - " preds = outs.argmax(1).cpu().numpy()\n", - " for feat_path, pred in zip(feat_paths, preds):\n", - " results.append([feat_path, mapping[\"id2speaker\"][str(pred)]])\n", - " \n", - " with open(output_path, 'w', newline='') as csvfile:\n", - " writer = csv.writer(csvfile)\n", - " writer.writerows(results)\n", - "\n", - "\n", - "if __name__ == \"__main__\":\n", - " main(**parse_args())\n" - ], - "execution_count": null, - "outputs": [] - } - ] -} \ No newline at end of file diff --git a/01 Introduction/范例/Colab/Google_Colab_Tutorial.ipynb b/范例/Colab/Google_Colab_Tutorial.ipynb similarity index 100% rename from 01 Introduction/范例/Colab/Google_Colab_Tutorial.ipynb rename to 范例/Colab/Google_Colab_Tutorial.ipynb diff --git a/01 Introduction/范例/Colab/Google_Colab_Tutorial.pdf b/范例/Colab/Google_Colab_Tutorial.pdf similarity index 100% rename from 01 Introduction/范例/Colab/Google_Colab_Tutorial.pdf rename to 范例/Colab/Google_Colab_Tutorial.pdf diff --git a/01 Introduction/范例/HW01/HW01.ipynb b/范例/HW01/HW01.ipynb similarity index 100% rename from 01 Introduction/范例/HW01/HW01.ipynb rename to 范例/HW01/HW01.ipynb diff --git a/01 Introduction/范例/HW01/HW01.pdf b/范例/HW01/HW01.pdf similarity index 100% rename from 01 Introduction/范例/HW01/HW01.pdf rename to 范例/HW01/HW01.pdf diff --git a/02 Deep Learning/范例/HW02/HW02-1.ipynb b/范例/HW02/HW02-1.ipynb similarity index 100% rename from 02 Deep Learning/范例/HW02/HW02-1.ipynb rename to 范例/HW02/HW02-1.ipynb diff --git a/02 Deep Learning/范例/HW02/HW02-2.ipynb b/范例/HW02/HW02-2.ipynb similarity index 100% rename from 02 Deep Learning/范例/HW02/HW02-2.ipynb rename to 范例/HW02/HW02-2.ipynb diff --git a/02 Deep Learning/范例/HW02/HW02.pdf b/范例/HW02/HW02.pdf similarity index 99% rename from 02 Deep Learning/范例/HW02/HW02.pdf rename to 范例/HW02/HW02.pdf index f4dc3f7..1a144be 100644 Binary files a/02 Deep Learning/范例/HW02/HW02.pdf and b/范例/HW02/HW02.pdf differ diff --git a/范例/HW03/HW03.ipynb b/范例/HW03/HW03.ipynb new file mode 100644 index 0000000..31246d1 --- /dev/null +++ b/范例/HW03/HW03.ipynb @@ -0,0 +1,536 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "HW03.ipynb", + "provenance": [], + "collapsed_sections": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + } + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "D_a2USyd4giE" + }, + "source": [ + "# **Homework 3 - Convolutional Neural Network**\n", + "\n", + "This is the example code of homework 3 of the machine learning course by Prof. Hung-yi Lee.\n", + "\n", + "In this homework, you are required to build a convolutional neural network for image classification, possibly with some advanced training tips.\n", + "\n", + "\n", + "There are three levels here:\n", + "\n", + "**Easy**: Build a simple convolutional neural network as the baseline. (2 pts)\n", + "\n", + "**Medium**: Design a better architecture or adopt different data augmentations to improve the performance. (2 pts)\n", + "\n", + "**Hard**: Utilize provided unlabeled data to obtain better results. (2 pts)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "VHpJocsDr6iA" + }, + "source": [ + "## **About the Dataset**\n", + "\n", + "The dataset used here is food-11, a collection of food images in 11 classes.\n", + "\n", + "For the requirement in the homework, TAs slightly modified the data.\n", + "Please DO NOT access the original fully-labeled training data or testing labels.\n", + "\n", + "Also, the modified dataset is for this course only, and any further distribution or commercial use is forbidden." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "zhzdomRTOKoJ" + }, + "source": [ + "# Download the dataset\n", + "# You may choose where to download the data.\n", + "\n", + "# Google Drive\n", + "!gdown --id '1awF7pZ9Dz7X1jn1_QAiKN-_v56veCEKy' --output food-11.zip\n", + "\n", + "# Dropbox\n", + "# !wget https://www.dropbox.com/s/m9q6273jl3djall/food-11.zip -O food-11.zip\n", + "\n", + "# MEGA\n", + "# !sudo apt install megatools\n", + "# !megadl \"https://mega.nz/#!zt1TTIhK!ZuMbg5ZjGWzWX1I6nEUbfjMZgCmAgeqJlwDkqdIryfg\"\n", + "\n", + "# Unzip the dataset.\n", + "# This may take some time.\n", + "!unzip -q food-11.zip" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "BBVSCWWhp6uq" + }, + "source": [ + "## **Import Packages**\n", + "\n", + "First, we need to import packages that will be used later.\n", + "\n", + "In this homework, we highly rely on **torchvision**, a library of PyTorch." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "9sVrKci4PUFW" + }, + "source": [ + "# Import necessary packages.\n", + "import numpy as np\n", + "import torch\n", + "import torch.nn as nn\n", + "import torchvision.transforms as transforms\n", + "from PIL import Image\n", + "# \"ConcatDataset\" and \"Subset\" are possibly useful when doing semi-supervised learning.\n", + "from torch.utils.data import ConcatDataset, DataLoader, Subset\n", + "from torchvision.datasets import DatasetFolder\n", + "\n", + "# This is for the progress bar.\n", + "from tqdm.auto import tqdm" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "F0i9ZCPrOVN_" + }, + "source": [ + "## **Dataset, Data Loader, and Transforms**\n", + "\n", + "Torchvision provides lots of useful utilities for image preprocessing, data wrapping as well as data augmentation.\n", + "\n", + "Here, since our data are stored in folders by class labels, we can directly apply **torchvision.datasets.DatasetFolder** for wrapping data without much effort.\n", + "\n", + "Please refer to [PyTorch official website](https://pytorch.org/vision/stable/transforms.html) for details about different transforms." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "gKd2abixQghI" + }, + "source": [ + "# It is important to do data augmentation in training.\n", + "# However, not every augmentation is useful.\n", + "# Please think about what kind of augmentation is helpful for food recognition.\n", + "train_tfm = transforms.Compose([\n", + " # Resize the image into a fixed shape (height = width = 128)\n", + " transforms.Resize((128, 128)),\n", + " # You may add some transforms here.\n", + " # ToTensor() should be the last one of the transforms.\n", + " transforms.ToTensor(),\n", + "])\n", + "\n", + "# We don't need augmentations in testing and validation.\n", + "# All we need here is to resize the PIL image and transform it into Tensor.\n", + "test_tfm = transforms.Compose([\n", + " transforms.Resize((128, 128)),\n", + " transforms.ToTensor(),\n", + "])\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "qz6jeMnkQl0_" + }, + "source": [ + "# Batch size for training, validation, and testing.\n", + "# A greater batch size usually gives a more stable gradient.\n", + "# But the GPU memory is limited, so please adjust it carefully.\n", + "batch_size = 128\n", + "\n", + "# Construct datasets.\n", + "# The argument \"loader\" tells how torchvision reads the data.\n", + "train_set = DatasetFolder(\"food-11/training/labeled\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=train_tfm)\n", + "valid_set = DatasetFolder(\"food-11/validation\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=test_tfm)\n", + "unlabeled_set = DatasetFolder(\"food-11/training/unlabeled\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=train_tfm)\n", + "test_set = DatasetFolder(\"food-11/testing\", loader=lambda x: Image.open(x), extensions=\"jpg\", transform=test_tfm)\n", + "\n", + "# Construct data loaders.\n", + "train_loader = DataLoader(train_set, batch_size=batch_size, shuffle=True, num_workers=8, pin_memory=True)\n", + "valid_loader = DataLoader(valid_set, batch_size=batch_size, shuffle=True, num_workers=8, pin_memory=True)\n", + "test_loader = DataLoader(test_set, batch_size=batch_size, shuffle=False)" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "j9YhZo7POPYG" + }, + "source": [ + "## **Model**\n", + "\n", + "The basic model here is simply a stack of convolutional layers followed by some fully-connected layers.\n", + "\n", + "Since there are three channels for a color image (RGB), the input channels of the network must be three.\n", + "In each convolutional layer, typically the channels of inputs grow, while the height and width shrink (or remain unchanged, according to some hyperparameters like stride and padding).\n", + "\n", + "Before fed into fully-connected layers, the feature map must be flattened into a single one-dimensional vector (for each image).\n", + "These features are then transformed by the fully-connected layers, and finally, we obtain the \"logits\" for each class.\n", + "\n", + "### **WARNING -- You Must Know**\n", + "You are free to modify the model architecture here for further improvement.\n", + "However, if you want to use some well-known architectures such as ResNet50, please make sure **NOT** to load the pre-trained weights.\n", + "Using such pre-trained models is considered cheating and therefore you will be punished.\n", + "Similarly, it is your responsibility to make sure no pre-trained weights are used if you use **torch.hub** to load any modules.\n", + "\n", + "For example, if you use ResNet-18 as your model:\n", + "\n", + "model = torchvision.models.resnet18(pretrained=**False**) → This is fine.\n", + "\n", + "model = torchvision.models.resnet18(pretrained=**True**) → This is **NOT** allowed." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "Y1c-GwrMQqMl" + }, + "source": [ + "class Classifier(nn.Module):\n", + " def __init__(self):\n", + " super(Classifier, self).__init__()\n", + " # The arguments for commonly used modules:\n", + " # torch.nn.Conv2d(in_channels, out_channels, kernel_size, stride, padding)\n", + " # torch.nn.MaxPool2d(kernel_size, stride, padding)\n", + "\n", + " # input image size: [3, 128, 128]\n", + " self.cnn_layers = nn.Sequential(\n", + " nn.Conv2d(3, 64, 3, 1, 1),\n", + " nn.BatchNorm2d(64),\n", + " nn.ReLU(),\n", + " nn.MaxPool2d(2, 2, 0),\n", + "\n", + " nn.Conv2d(64, 128, 3, 1, 1),\n", + " nn.BatchNorm2d(128),\n", + " nn.ReLU(),\n", + " nn.MaxPool2d(2, 2, 0),\n", + "\n", + " nn.Conv2d(128, 256, 3, 1, 1),\n", + " nn.BatchNorm2d(256),\n", + " nn.ReLU(),\n", + " nn.MaxPool2d(4, 4, 0),\n", + " )\n", + " self.fc_layers = nn.Sequential(\n", + " nn.Linear(256 * 8 * 8, 256),\n", + " nn.ReLU(),\n", + " nn.Linear(256, 256),\n", + " nn.ReLU(),\n", + " nn.Linear(256, 11)\n", + " )\n", + "\n", + " def forward(self, x):\n", + " # input (x): [batch_size, 3, 128, 128]\n", + " # output: [batch_size, 11]\n", + "\n", + " # Extract features by convolutional layers.\n", + " x = self.cnn_layers(x)\n", + "\n", + " # The extracted feature map must be flatten before going to fully-connected layers.\n", + " x = x.flatten(1)\n", + "\n", + " # The features are transformed by fully-connected layers to obtain the final logits.\n", + " x = self.fc_layers(x)\n", + " return x" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "aEnGbriXORN3" + }, + "source": [ + "## **Training**\n", + "\n", + "You can finish supervised learning by simply running the provided code without any modification.\n", + "\n", + "The function \"get_pseudo_labels\" is used for semi-supervised learning.\n", + "It is expected to get better performance if you use unlabeled data for semi-supervised learning.\n", + "However, you have to implement the function on your own and need to adjust several hyperparameters manually.\n", + "\n", + "For more details about semi-supervised learning, please refer to [Prof. Lee's slides](https://speech.ee.ntu.edu.tw/~tlkagk/courses/ML_2016/Lecture/semi%20(v3).pdf).\n", + "\n", + "Again, please notice that utilizing external data (or pre-trained model) for training is **prohibited**." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "swlf5EwA-hxA" + }, + "source": [ + "def get_pseudo_labels(dataset, model, threshold=0.65):\n", + " # This functions generates pseudo-labels of a dataset using given model.\n", + " # It returns an instance of DatasetFolder containing images whose prediction confidences exceed a given threshold.\n", + " # You are NOT allowed to use any models trained on external data for pseudo-labeling.\n", + " device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", + "\n", + " # Construct a data loader.\n", + " data_loader = DataLoader(dataset, batch_size=batch_size, shuffle=False)\n", + "\n", + " # Make sure the model is in eval mode.\n", + " model.eval()\n", + " # Define softmax function.\n", + " softmax = nn.Softmax(dim=-1)\n", + "\n", + " # Iterate over the dataset by batches.\n", + " for batch in tqdm(data_loader):\n", + " img, _ = batch\n", + "\n", + " # Forward the data\n", + " # Using torch.no_grad() accelerates the forward process.\n", + " with torch.no_grad():\n", + " logits = model(img.to(device))\n", + "\n", + " # Obtain the probability distributions by applying softmax on logits.\n", + " probs = softmax(logits)\n", + "\n", + " # ---------- TODO ----------\n", + " # Filter the data and construct a new dataset.\n", + "\n", + " # # Turn off the eval mode.\n", + " model.train()\n", + " return dataset" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "PHaFE-8oQtkC" + }, + "source": [ + "# \"cuda\" only when GPUs are available.\n", + "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", + "\n", + "# Initialize a model, and put it on the device specified.\n", + "model = Classifier().to(device)\n", + "model.device = device\n", + "\n", + "# For the classification task, we use cross-entropy as the measurement of performance.\n", + "criterion = nn.CrossEntropyLoss()\n", + "\n", + "# Initialize optimizer, you may fine-tune some hyperparameters such as learning rate on your own.\n", + "optimizer = torch.optim.Adam(model.parameters(), lr=0.0003, weight_decay=1e-5)\n", + "\n", + "# The number of training epochs.\n", + "n_epochs = 80\n", + "\n", + "# Whether to do semi-supervised learning.\n", + "do_semi = False\n", + "\n", + "for epoch in range(n_epochs):\n", + " # ---------- TODO ----------\n", + " # In each epoch, relabel the unlabeled dataset for semi-supervised learning.\n", + " # Then you can combine the labeled dataset and pseudo-labeled dataset for the training.\n", + " if do_semi:\n", + " # Obtain pseudo-labels for unlabeled data using trained model.\n", + " pseudo_set = get_pseudo_labels(unlabeled_set, model)\n", + "\n", + " # Construct a new dataset and a data loader for training.\n", + " # This is used in semi-supervised learning only.\n", + " concat_dataset = ConcatDataset([train_set, pseudo_set])\n", + " train_loader = DataLoader(concat_dataset, batch_size=batch_size, shuffle=True, num_workers=8, pin_memory=True)\n", + "\n", + " # ---------- Training ----------\n", + " # Make sure the model is in train mode before training.\n", + " model.train()\n", + "\n", + " # These are used to record information in training.\n", + " train_loss = []\n", + " train_accs = []\n", + "\n", + " # Iterate the training set by batches.\n", + " for batch in tqdm(train_loader):\n", + "\n", + " # A batch consists of image data and corresponding labels.\n", + " imgs, labels = batch\n", + "\n", + " # Forward the data. (Make sure data and model are on the same device.)\n", + " logits = model(imgs.to(device))\n", + "\n", + " # Calculate the cross-entropy loss.\n", + " # We don't need to apply softmax before computing cross-entropy as it is done automatically.\n", + " loss = criterion(logits, labels.to(device))\n", + "\n", + " # Gradients stored in the parameters in the previous step should be cleared out first.\n", + " optimizer.zero_grad()\n", + "\n", + " # Compute the gradients for parameters.\n", + " loss.backward()\n", + "\n", + " # Clip the gradient norms for stable training.\n", + " grad_norm = nn.utils.clip_grad_norm_(model.parameters(), max_norm=10)\n", + "\n", + " # Update the parameters with computed gradients.\n", + " optimizer.step()\n", + "\n", + " # Compute the accuracy for current batch.\n", + " acc = (logits.argmax(dim=-1) == labels.to(device)).float().mean()\n", + "\n", + " # Record the loss and accuracy.\n", + " train_loss.append(loss.item())\n", + " train_accs.append(acc)\n", + "\n", + " # The average loss and accuracy of the training set is the average of the recorded values.\n", + " train_loss = sum(train_loss) / len(train_loss)\n", + " train_acc = sum(train_accs) / len(train_accs)\n", + "\n", + " # Print the information.\n", + " print(f\"[ Train | {epoch + 1:03d}/{n_epochs:03d} ] loss = {train_loss:.5f}, acc = {train_acc:.5f}\")\n", + "\n", + " # ---------- Validation ----------\n", + " # Make sure the model is in eval mode so that some modules like dropout are disabled and work normally.\n", + " model.eval()\n", + "\n", + " # These are used to record information in validation.\n", + " valid_loss = []\n", + " valid_accs = []\n", + "\n", + " # Iterate the validation set by batches.\n", + " for batch in tqdm(valid_loader):\n", + "\n", + " # A batch consists of image data and corresponding labels.\n", + " imgs, labels = batch\n", + "\n", + " # We don't need gradient in validation.\n", + " # Using torch.no_grad() accelerates the forward process.\n", + " with torch.no_grad():\n", + " logits = model(imgs.to(device))\n", + "\n", + " # We can still compute the loss (but not the gradient).\n", + " loss = criterion(logits, labels.to(device))\n", + "\n", + " # Compute the accuracy for current batch.\n", + " acc = (logits.argmax(dim=-1) == labels.to(device)).float().mean()\n", + "\n", + " # Record the loss and accuracy.\n", + " valid_loss.append(loss.item())\n", + " valid_accs.append(acc)\n", + "\n", + " # The average loss and accuracy for entire validation set is the average of the recorded values.\n", + " valid_loss = sum(valid_loss) / len(valid_loss)\n", + " valid_acc = sum(valid_accs) / len(valid_accs)\n", + "\n", + " # Print the information.\n", + " print(f\"[ Valid | {epoch + 1:03d}/{n_epochs:03d} ] loss = {valid_loss:.5f}, acc = {valid_acc:.5f}\")" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "2o1oCMXy61_3" + }, + "source": [ + "## **Testing**\n", + "\n", + "For inference, we need to make sure the model is in eval mode, and the order of the dataset should not be shuffled (\"shuffle=False\" in test_loader).\n", + "\n", + "Last but not least, don't forget to save the predictions into a single CSV file.\n", + "The format of CSV file should follow the rules mentioned in the slides.\n", + "\n", + "### **WARNING -- Keep in Mind**\n", + "\n", + "Cheating includes but not limited to:\n", + "1. using testing labels,\n", + "2. submitting results to previous Kaggle competitions,\n", + "3. sharing predictions with others,\n", + "4. copying codes from any creatures on Earth,\n", + "5. asking other people to do it for you.\n", + "\n", + "Any violations bring you punishments from getting a discount on the final grade to failing the course.\n", + "\n", + "It is your responsibility to check whether your code violates the rules.\n", + "When citing codes from the Internet, you should know what these codes exactly do.\n", + "You will **NOT** be tolerated if you break the rule and claim you don't know what these codes do.\n" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "4HznI9_-ocrq" + }, + "source": [ + "# Make sure the model is in eval mode.\n", + "# Some modules like Dropout or BatchNorm affect if the model is in training mode.\n", + "model.eval()\n", + "\n", + "# Initialize a list to store the predictions.\n", + "predictions = []\n", + "\n", + "# Iterate the testing set by batches.\n", + "for batch in tqdm(test_loader):\n", + " # A batch consists of image data and corresponding labels.\n", + " # But here the variable \"labels\" is useless since we do not have the ground-truth.\n", + " # If printing out the labels, you will find that it is always 0.\n", + " # This is because the wrapper (DatasetFolder) returns images and labels for each batch,\n", + " # so we have to create fake labels to make it work normally.\n", + " imgs, labels = batch\n", + "\n", + " # We don't need gradient in testing, and we don't even have labels to compute loss.\n", + " # Using torch.no_grad() accelerates the forward process.\n", + " with torch.no_grad():\n", + " logits = model(imgs.to(device))\n", + "\n", + " # Take the class with greatest logit as prediction and record it.\n", + " predictions.extend(logits.argmax(dim=-1).cpu().numpy().tolist())" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "3t2q2Th85ZUE" + }, + "source": [ + "# Save predictions into the file.\n", + "with open(\"predict.csv\", \"w\") as f:\n", + "\n", + " # The first row must be \"Id, Category\"\n", + " f.write(\"Id,Category\\n\")\n", + "\n", + " # For the rest of the rows, each image id corresponds to a predicted class.\n", + " for i, pred in enumerate(predictions):\n", + " f.write(f\"{i},{pred}\\n\")" + ], + "execution_count": null, + "outputs": [] + } + ] +} \ No newline at end of file diff --git a/05 Transformer/范例/HW03.pdf b/范例/HW03/HW03.pdf similarity index 81% rename from 05 Transformer/范例/HW03.pdf rename to 范例/HW03/HW03.pdf index 52a6a8b..09acaf0 100644 Binary files a/05 Transformer/范例/HW03.pdf and b/范例/HW03/HW03.pdf differ diff --git a/范例/HW04/HW04.ipynb b/范例/HW04/HW04.ipynb new file mode 100644 index 0000000..a4df4f1 --- /dev/null +++ b/范例/HW04/HW04.ipynb @@ -0,0 +1,773 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "accelerator": "GPU", + "colab": { + "name": "HW04.ipynb", + "provenance": [], + "collapsed_sections": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + } + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "zC5KwRyl6Flp" + }, + "source": [ + "# Task description\n", + "- Classify the speakers of given features.\n", + "- Main goal: Learn how to use transformer.\n", + "- Baselines:\n", + " - Easy: Run sample code and know how to use transformer.\n", + " - Medium: Know how to adjust parameters of transformer.\n", + " - Hard: Construct [conformer](https://arxiv.org/abs/2005.08100) which is a variety of transformer. " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "TPDoreyypeJE" + }, + "source": [ + "# Download dataset" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "QvpaILXnJIcw" + }, + "source": [ + "\"\"\"\n", + " For Google drive, You can download data form any link below.\n", + " If a link fails, please use another one.\n", + "\"\"\"\n", + "\"\"\" Download link 1 of Google drive \"\"\"\n", + "# !gdown --id '1T0RPnu-Sg5eIPwQPfYysipfcz81MnsYe' --output Dataset.zip\n", + "\"\"\" Download link 2 of Google drive \"\"\"\n", + "# !gdown --id '1CtHZhJ-mTpNsO-MqvAPIi4Yrt3oSBXYV' --output Dataset.zip\n", + "\"\"\" Download link 3 of Google drive \"\"\"\n", + "# !gdown --id '14hmoMgB1fe6v50biIceKyndyeYABGrRq' --output Dataset.zip\n", + "\"\"\" Download link 4 of Google drive \"\"\"\n", + "# !gdown --id '1e9x-Pjl3n7-9tK9LS_WjiMo2lru4UBH9' --output Dataset.zip\n", + "\"\"\" Download link 5 of Google drive \"\"\"\n", + "# !gdown --id '10TC0g46bcAz_jkiMl65zNmwttT4RiRgY' --output Dataset.zip\n", + "\"\"\" Download link 6 of Google drive \"\"\"\n", + "# !gdown --id '1MUGBvG_JjqO0C2JYHuyV3B0lvaf1kWIm' --output Dataset.zip\n", + "\"\"\" Download link 7 of Google drive \"\"\"\n", + "# !gdown --id '18M91P5DHwILNyOlssZ57AiPOR0OwutOM' --output Dataset.zip\n", + "\"\"\" For Google drive, you can unzip the data by the command below. \"\"\"\n", + "# !unzip Dataset.zip\n", + "\n", + "\"\"\"\n", + " For Dropbox, we split dataset into five files. \n", + " Please download all of them.\n", + "\"\"\"\n", + "# If Dropbox is not work. Please use google drive.\n", + "# !wget https://www.dropbox.com/s/vw324newiku0sz0/Dataset.tar.gz.aa?dl=0\n", + "# !wget https://www.dropbox.com/s/z840g69e7lnkayo/Dataset.tar.gz.ab?dl=0\n", + "# !wget https://www.dropbox.com/s/hl081e1ggonio81/Dataset.tar.gz.ac?dl=0\n", + "# !wget https://www.dropbox.com/s/fh3zd8ow668c4th/Dataset.tar.gz.ad?dl=0\n", + "# !wget https://www.dropbox.com/s/ydzygoy2pv6gw9d/Dataset.tar.gz.ae?dl=0\n", + "# !cat Dataset.tar.gz.* | tar zxvf -\n", + "\n", + "\"\"\"\n", + " For Onedrive, we split dataset into five files. \n", + " Please download all of them.\n", + "\"\"\"\n", + "!wget --no-check-certificate \"https://onedrive.live.com/download?cid=10C95EE5FD151BFB&resid=10C95EE5FD151BFB%21106&authkey=ACB6opQR3CG9kmc\" -O Dataset.tar.gz.aa\n", + "!wget --no-check-certificate \"https://onedrive.live.com/download?cid=93DDDDD552E145DB&resid=93DDDDD552E145DB%21106&authkey=AP6EepjxSdvyV6Y\" -O Dataset.tar.gz.ab\n", + "!wget --no-check-certificate \"https://onedrive.live.com/download?cid=644545816461BCCC&resid=644545816461BCCC%21106&authkey=ALiefB0kI7Epb0Q\" -O Dataset.tar.gz.ac\n", + "!wget --no-check-certificate \"https://onedrive.live.com/download?cid=77CEBB3C3C512821&resid=77CEBB3C3C512821%21106&authkey=AAXCx4TTDYC0yjM\" -O Dataset.tar.gz.ad\n", + "!wget --no-check-certificate \"https://onedrive.live.com/download?cid=383D0E0146A11B02&resid=383D0E0146A11B02%21106&authkey=ALwVc4StVbig6QI\" -O Dataset.tar.gz.ae\n", + "!cat Dataset.tar.gz.* | tar zxvf -" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "v1gYr_aoNDue" + }, + "source": [ + "# Data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Mz_NpuAipk3h" + }, + "source": [ + "## Dataset\n", + "- Original dataset is [Voxceleb1](https://www.robots.ox.ac.uk/~vgg/data/voxceleb/).\n", + "- The [license](https://creativecommons.org/licenses/by/4.0/) and [complete version](https://www.robots.ox.ac.uk/~vgg/data/voxceleb/files/license.txt) of Voxceleb1.\n", + "- We randomly select 600 speakers from Voxceleb1.\n", + "- Then preprocess the raw waveforms into mel-spectrograms.\n", + "\n", + "- Args:\n", + " - data_dir: The path to the data directory.\n", + " - metadata_path: The path to the metadata.\n", + " - segment_len: The length of audio segment for training. \n", + "- The architecture of data directory \\\\\n", + " - data directory \\\\\n", + " |---- metadata.json \\\\\n", + " |---- testdata.json \\\\\n", + " |---- mapping.json \\\\\n", + " |---- uttr-{random string}.pt \\\\\n", + "\n", + "- The information in metadata\n", + " - \"n_mels\": The dimention of mel-spectrogram.\n", + " - \"speakers\": A dictionary. \n", + " - Key: speaker ids.\n", + " - value: \"feature_path\" and \"mel_len\"\n", + "\n", + "\n", + "For efficiency, we segment the mel-spectrograms into segments in the traing step." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "cd7hoGhYtbXQ" + }, + "source": [ + "import os\n", + "import json\n", + "import torch\n", + "import random\n", + "from pathlib import Path\n", + "from torch.utils.data import Dataset\n", + "from torch.nn.utils.rnn import pad_sequence\n", + " \n", + " \n", + "class myDataset(Dataset):\n", + " def __init__(self, data_dir, segment_len=128):\n", + " self.data_dir = data_dir\n", + " self.segment_len = segment_len\n", + " \n", + " # Load the mapping from speaker neme to their corresponding id. \n", + " mapping_path = Path(data_dir) / \"mapping.json\"\n", + " mapping = json.load(mapping_path.open())\n", + " self.speaker2id = mapping[\"speaker2id\"]\n", + " \n", + " # Load metadata of training data.\n", + " metadata_path = Path(data_dir) / \"metadata.json\"\n", + " metadata = json.load(open(metadata_path))[\"speakers\"]\n", + " \n", + " # Get the total number of speaker.\n", + " self.speaker_num = len(metadata.keys())\n", + " self.data = []\n", + " for speaker in metadata.keys():\n", + " for utterances in metadata[speaker]:\n", + " self.data.append([utterances[\"feature_path\"], self.speaker2id[speaker]])\n", + " \n", + " def __len__(self):\n", + " return len(self.data)\n", + " \n", + " def __getitem__(self, index):\n", + " feat_path, speaker = self.data[index]\n", + " # Load preprocessed mel-spectrogram.\n", + " mel = torch.load(os.path.join(self.data_dir, feat_path))\n", + " \n", + " # Segmemt mel-spectrogram into \"segment_len\" frames.\n", + " if len(mel) > self.segment_len:\n", + " # Randomly get the starting point of the segment.\n", + " start = random.randint(0, len(mel) - self.segment_len)\n", + " # Get a segment with \"segment_len\" frames.\n", + " mel = torch.FloatTensor(mel[start:start+self.segment_len])\n", + " else:\n", + " mel = torch.FloatTensor(mel)\n", + " # Turn the speaker id into long for computing loss later.\n", + " speaker = torch.FloatTensor([speaker]).long()\n", + " return mel, speaker\n", + " \n", + " def get_speaker_number(self):\n", + " return self.speaker_num" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "mqJxjoi_NGnB" + }, + "source": [ + "## Dataloader\n", + "- Split dataset into training dataset(90%) and validation dataset(10%).\n", + "- Create dataloader to iterate the data.\n" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "zuT1AuFENI8t" + }, + "source": [ + "import torch\n", + "from torch.utils.data import DataLoader, random_split\n", + "from torch.nn.utils.rnn import pad_sequence\n", + "\n", + "\n", + "def collate_batch(batch):\n", + " # Process features within a batch.\n", + " \"\"\"Collate a batch of data.\"\"\"\n", + " mel, speaker = zip(*batch)\n", + " # Because we train the model batch by batch, we need to pad the features in the same batch to make their lengths the same.\n", + " mel = pad_sequence(mel, batch_first=True, padding_value=-20) # pad log 10^(-20) which is very small value.\n", + " # mel: (batch size, length, 40)\n", + " return mel, torch.FloatTensor(speaker).long()\n", + "\n", + "\n", + "def get_dataloader(data_dir, batch_size, n_workers):\n", + " \"\"\"Generate dataloader\"\"\"\n", + " dataset = myDataset(data_dir)\n", + " speaker_num = dataset.get_speaker_number()\n", + " # Split dataset into training dataset and validation dataset\n", + " trainlen = int(0.9 * len(dataset))\n", + " lengths = [trainlen, len(dataset) - trainlen]\n", + " trainset, validset = random_split(dataset, lengths)\n", + "\n", + " train_loader = DataLoader(\n", + " trainset,\n", + " batch_size=batch_size,\n", + " shuffle=True,\n", + " drop_last=True,\n", + " num_workers=n_workers,\n", + " pin_memory=True,\n", + " collate_fn=collate_batch,\n", + " )\n", + " valid_loader = DataLoader(\n", + " validset,\n", + " batch_size=batch_size,\n", + " num_workers=n_workers,\n", + " drop_last=True,\n", + " pin_memory=True,\n", + " collate_fn=collate_batch,\n", + " )\n", + "\n", + " return train_loader, valid_loader, speaker_num\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "X0x6eXiHpr4R" + }, + "source": [ + "# Model\n", + "- TransformerEncoderLayer:\n", + " - Base transformer encoder layer in [Attention Is All You Need](https://arxiv.org/abs/1706.03762)\n", + " - Parameters:\n", + " - d_model: the number of expected features of the input (required).\n", + "\n", + " - nhead: the number of heads of the multiheadattention models (required).\n", + "\n", + " - dim_feedforward: the dimension of the feedforward network model (default=2048).\n", + "\n", + " - dropout: the dropout value (default=0.1).\n", + "\n", + " - activation: the activation function of intermediate layer, relu or gelu (default=relu).\n", + "\n", + "- TransformerEncoder:\n", + " - TransformerEncoder is a stack of N transformer encoder layers\n", + " - Parameters:\n", + " - encoder_layer: an instance of the TransformerEncoderLayer() class (required).\n", + "\n", + " - num_layers: the number of sub-encoder-layers in the encoder (required).\n", + "\n", + " - norm: the layer normalization component (optional)." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "SHX4eVj4tjtd" + }, + "source": [ + "import torch\n", + "import torch.nn as nn\n", + "import torch.nn.functional as F\n", + "\n", + "\n", + "class Classifier(nn.Module):\n", + " def __init__(self, d_model=80, n_spks=600, dropout=0.1):\n", + " super().__init__()\n", + " # Project the dimension of features from that of input into d_model.\n", + " self.prenet = nn.Linear(40, d_model)\n", + " # TODO:\n", + " # Change Transformer to Conformer.\n", + " # https://arxiv.org/abs/2005.08100\n", + " self.encoder_layer = nn.TransformerEncoderLayer(\n", + " d_model=d_model, dim_feedforward=256, nhead=2\n", + " )\n", + " # self.encoder = nn.TransformerEncoder(self.encoder_layer, num_layers=2)\n", + "\n", + " # Project the the dimension of features from d_model into speaker nums.\n", + " self.pred_layer = nn.Sequential(\n", + " nn.Linear(d_model, d_model),\n", + " nn.ReLU(),\n", + " nn.Linear(d_model, n_spks),\n", + " )\n", + "\n", + " def forward(self, mels):\n", + " \"\"\"\n", + " args:\n", + " mels: (batch size, length, 40)\n", + " return:\n", + " out: (batch size, n_spks)\n", + " \"\"\"\n", + " # out: (batch size, length, d_model)\n", + " out = self.prenet(mels)\n", + " # out: (length, batch size, d_model)\n", + " out = out.permute(1, 0, 2)\n", + " # The encoder layer expect features in the shape of (length, batch size, d_model).\n", + " out = self.encoder_layer(out)\n", + " # out: (batch size, length, d_model)\n", + " out = out.transpose(0, 1)\n", + " # mean pooling\n", + " stats = out.mean(dim=1)\n", + "\n", + " # out: (batch, n_spks)\n", + " out = self.pred_layer(stats)\n", + " return out\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "-__DolPGpvDZ" + }, + "source": [ + "# Learning rate schedule\n", + "- For transformer architecture, the design of learning rate schedule is different from that of CNN.\n", + "- Previous works show that the warmup of learning rate is useful for training models with transformer architectures.\n", + "- The warmup schedule\n", + " - Set learning rate to 0 in the beginning.\n", + " - The learning rate increases linearly from 0 to initial learning rate during warmup period." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "K-0816BntqT9" + }, + "source": [ + "import math\n", + "\n", + "import torch\n", + "from torch.optim import Optimizer\n", + "from torch.optim.lr_scheduler import LambdaLR\n", + "\n", + "\n", + "def get_cosine_schedule_with_warmup(\n", + " optimizer: Optimizer,\n", + " num_warmup_steps: int,\n", + " num_training_steps: int,\n", + " num_cycles: float = 0.5,\n", + " last_epoch: int = -1,\n", + "):\n", + " \"\"\"\n", + " Create a schedule with a learning rate that decreases following the values of the cosine function between the\n", + " initial lr set in the optimizer to 0, after a warmup period during which it increases linearly between 0 and the\n", + " initial lr set in the optimizer.\n", + "\n", + " Args:\n", + " optimizer (:class:`~torch.optim.Optimizer`):\n", + " The optimizer for which to schedule the learning rate.\n", + " num_warmup_steps (:obj:`int`):\n", + " The number of steps for the warmup phase.\n", + " num_training_steps (:obj:`int`):\n", + " The total number of training steps.\n", + " num_cycles (:obj:`float`, `optional`, defaults to 0.5):\n", + " The number of waves in the cosine schedule (the defaults is to just decrease from the max value to 0\n", + " following a half-cosine).\n", + " last_epoch (:obj:`int`, `optional`, defaults to -1):\n", + " The index of the last epoch when resuming training.\n", + "\n", + " Return:\n", + " :obj:`torch.optim.lr_scheduler.LambdaLR` with the appropriate schedule.\n", + " \"\"\"\n", + "\n", + " def lr_lambda(current_step):\n", + " # Warmup\n", + " if current_step < num_warmup_steps:\n", + " return float(current_step) / float(max(1, num_warmup_steps))\n", + " # decadence\n", + " progress = float(current_step - num_warmup_steps) / float(\n", + " max(1, num_training_steps - num_warmup_steps)\n", + " )\n", + " return max(\n", + " 0.0, 0.5 * (1.0 + math.cos(math.pi * float(num_cycles) * 2.0 * progress))\n", + " )\n", + "\n", + " return LambdaLR(optimizer, lr_lambda, last_epoch)\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "IP03FFo9K8DS" + }, + "source": [ + "# Model Function\n", + "- Model forward function." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "fohaLEFJK9-t" + }, + "source": [ + "import torch\n", + "\n", + "\n", + "def model_fn(batch, model, criterion, device):\n", + " \"\"\"Forward a batch through the model.\"\"\"\n", + "\n", + " mels, labels = batch\n", + " mels = mels.to(device)\n", + " labels = labels.to(device)\n", + "\n", + " outs = model(mels)\n", + "\n", + " loss = criterion(outs, labels)\n", + "\n", + " # Get the speaker id with highest probability.\n", + " preds = outs.argmax(1)\n", + " # Compute accuracy.\n", + " accuracy = torch.mean((preds == labels).float())\n", + "\n", + " return loss, accuracy\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "F7cg-YrzLQcf" + }, + "source": [ + "# Validate\n", + "- Calculate accuracy of the validation set." + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "mD-_p6nWLO2L" + }, + "source": [ + "from tqdm import tqdm\n", + "import torch\n", + "\n", + "\n", + "def valid(dataloader, model, criterion, device): \n", + " \"\"\"Validate on validation set.\"\"\"\n", + "\n", + " model.eval()\n", + " running_loss = 0.0\n", + " running_accuracy = 0.0\n", + " pbar = tqdm(total=len(dataloader.dataset), ncols=0, desc=\"Valid\", unit=\" uttr\")\n", + "\n", + " for i, batch in enumerate(dataloader):\n", + " with torch.no_grad():\n", + " loss, accuracy = model_fn(batch, model, criterion, device)\n", + " running_loss += loss.item()\n", + " running_accuracy += accuracy.item()\n", + "\n", + " pbar.update(dataloader.batch_size)\n", + " pbar.set_postfix(\n", + " loss=f\"{running_loss / (i+1):.2f}\",\n", + " accuracy=f\"{running_accuracy / (i+1):.2f}\",\n", + " )\n", + "\n", + " pbar.close()\n", + " model.train()\n", + "\n", + " return running_accuracy / len(dataloader)\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "noHXyal5p1W5" + }, + "source": [ + "# Main function" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "chRQE7oYtw62" + }, + "source": [ + "from tqdm import tqdm\n", + "\n", + "import torch\n", + "import torch.nn as nn\n", + "from torch.optim import AdamW\n", + "from torch.utils.data import DataLoader, random_split\n", + "\n", + "\n", + "def parse_args():\n", + " \"\"\"arguments\"\"\"\n", + " config = {\n", + " \"data_dir\": \"./Dataset\",\n", + " \"save_path\": \"model.ckpt\",\n", + " \"batch_size\": 32,\n", + " \"n_workers\": 8,\n", + " \"valid_steps\": 2000,\n", + " \"warmup_steps\": 1000,\n", + " \"save_steps\": 10000,\n", + " \"total_steps\": 70000,\n", + " }\n", + "\n", + " return config\n", + "\n", + "\n", + "def main(\n", + " data_dir,\n", + " save_path,\n", + " batch_size,\n", + " n_workers,\n", + " valid_steps,\n", + " warmup_steps,\n", + " total_steps,\n", + " save_steps,\n", + "):\n", + " \"\"\"Main function.\"\"\"\n", + " device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", + " print(f\"[Info]: Use {device} now!\")\n", + "\n", + " train_loader, valid_loader, speaker_num = get_dataloader(data_dir, batch_size, n_workers)\n", + " train_iterator = iter(train_loader)\n", + " print(f\"[Info]: Finish loading data!\",flush = True)\n", + "\n", + " model = Classifier(n_spks=speaker_num).to(device)\n", + " criterion = nn.CrossEntropyLoss()\n", + " optimizer = AdamW(model.parameters(), lr=1e-3)\n", + " scheduler = get_cosine_schedule_with_warmup(optimizer, warmup_steps, total_steps)\n", + " print(f\"[Info]: Finish creating model!\",flush = True)\n", + "\n", + " best_accuracy = -1.0\n", + " best_state_dict = None\n", + "\n", + " pbar = tqdm(total=valid_steps, ncols=0, desc=\"Train\", unit=\" step\")\n", + "\n", + " for step in range(total_steps):\n", + " # Get data\n", + " try:\n", + " batch = next(train_iterator)\n", + " except StopIteration:\n", + " train_iterator = iter(train_loader)\n", + " batch = next(train_iterator)\n", + "\n", + " loss, accuracy = model_fn(batch, model, criterion, device)\n", + " batch_loss = loss.item()\n", + " batch_accuracy = accuracy.item()\n", + "\n", + " # Updata model\n", + " loss.backward()\n", + " optimizer.step()\n", + " scheduler.step()\n", + " optimizer.zero_grad()\n", + " \n", + " # Log\n", + " pbar.update()\n", + " pbar.set_postfix(\n", + " loss=f\"{batch_loss:.2f}\",\n", + " accuracy=f\"{batch_accuracy:.2f}\",\n", + " step=step + 1,\n", + " )\n", + "\n", + " # Do validation\n", + " if (step + 1) % valid_steps == 0:\n", + " pbar.close()\n", + "\n", + " valid_accuracy = valid(valid_loader, model, criterion, device)\n", + "\n", + " # keep the best model\n", + " if valid_accuracy > best_accuracy:\n", + " best_accuracy = valid_accuracy\n", + " best_state_dict = model.state_dict()\n", + "\n", + " pbar = tqdm(total=valid_steps, ncols=0, desc=\"Train\", unit=\" step\")\n", + "\n", + " # Save the best model so far.\n", + " if (step + 1) % save_steps == 0 and best_state_dict is not None:\n", + " torch.save(best_state_dict, save_path)\n", + " pbar.write(f\"Step {step + 1}, best model saved. (accuracy={best_accuracy:.4f})\")\n", + "\n", + " pbar.close()\n", + "\n", + "\n", + "if __name__ == \"__main__\":\n", + " main(**parse_args())\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "0R2rx3AyHpQ-" + }, + "source": [ + "# Inference" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "pSuI3WY9Fz78" + }, + "source": [ + "## Dataset of inference" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "4evns0055Dsx" + }, + "source": [ + "import os\n", + "import json\n", + "import torch\n", + "from pathlib import Path\n", + "from torch.utils.data import Dataset\n", + "\n", + "\n", + "class InferenceDataset(Dataset):\n", + " def __init__(self, data_dir):\n", + " testdata_path = Path(data_dir) / \"testdata.json\"\n", + " metadata = json.load(testdata_path.open())\n", + " self.data_dir = data_dir\n", + " self.data = metadata[\"utterances\"]\n", + "\n", + " def __len__(self):\n", + " return len(self.data)\n", + "\n", + " def __getitem__(self, index):\n", + " utterance = self.data[index]\n", + " feat_path = utterance[\"feature_path\"]\n", + " mel = torch.load(os.path.join(self.data_dir, feat_path))\n", + "\n", + " return feat_path, mel\n", + "\n", + "\n", + "def inference_collate_batch(batch):\n", + " \"\"\"Collate a batch of data.\"\"\"\n", + " feat_paths, mels = zip(*batch)\n", + "\n", + " return feat_paths, torch.stack(mels)\n" + ], + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "oAinHBG1GIWv" + }, + "source": [ + "## Main funcrion of Inference" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "yQaTt7VDHoRI" + }, + "source": [ + "import json\n", + "import csv\n", + "from pathlib import Path\n", + "from tqdm.notebook import tqdm\n", + "\n", + "import torch\n", + "from torch.utils.data import DataLoader\n", + "\n", + "def parse_args():\n", + " \"\"\"arguments\"\"\"\n", + " config = {\n", + " \"data_dir\": \"./Dataset\",\n", + " \"model_path\": \"./model.ckpt\",\n", + " \"output_path\": \"./output.csv\",\n", + " }\n", + "\n", + " return config\n", + "\n", + "\n", + "def main(\n", + " data_dir,\n", + " model_path,\n", + " output_path,\n", + "):\n", + " \"\"\"Main function.\"\"\"\n", + " device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", + " print(f\"[Info]: Use {device} now!\")\n", + "\n", + " mapping_path = Path(data_dir) / \"mapping.json\"\n", + " mapping = json.load(mapping_path.open())\n", + "\n", + " dataset = InferenceDataset(data_dir)\n", + " dataloader = DataLoader(\n", + " dataset,\n", + " batch_size=1,\n", + " shuffle=False,\n", + " drop_last=False,\n", + " num_workers=8,\n", + " collate_fn=inference_collate_batch,\n", + " )\n", + " print(f\"[Info]: Finish loading data!\",flush = True)\n", + "\n", + " speaker_num = len(mapping[\"id2speaker\"])\n", + " model = Classifier(n_spks=speaker_num).to(device)\n", + " model.load_state_dict(torch.load(model_path))\n", + " model.eval()\n", + " print(f\"[Info]: Finish creating model!\",flush = True)\n", + "\n", + " results = [[\"Id\", \"Category\"]]\n", + " for feat_paths, mels in tqdm(dataloader):\n", + " with torch.no_grad():\n", + " mels = mels.to(device)\n", + " outs = model(mels)\n", + " preds = outs.argmax(1).cpu().numpy()\n", + " for feat_path, pred in zip(feat_paths, preds):\n", + " results.append([feat_path, mapping[\"id2speaker\"][str(pred)]])\n", + " \n", + " with open(output_path, 'w', newline='') as csvfile:\n", + " writer = csv.writer(csvfile)\n", + " writer.writerows(results)\n", + "\n", + "\n", + "if __name__ == \"__main__\":\n", + " main(**parse_args())\n" + ], + "execution_count": null, + "outputs": [] + } + ] +} \ No newline at end of file diff --git a/05 Transformer/范例/HW04.pdf b/范例/HW04/HW04.pdf similarity index 91% rename from 05 Transformer/范例/HW04.pdf rename to 范例/HW04/HW04.pdf index 93fce15..df2f179 100644 Binary files a/05 Transformer/范例/HW04.pdf and b/范例/HW04/HW04.pdf differ diff --git a/01 Introduction/范例/Pytorch/Pytorch_Tutorial.ipynb b/范例/Pytorch/Pytorch_Tutorial.ipynb similarity index 100% rename from 01 Introduction/范例/Pytorch/Pytorch_Tutorial.ipynb rename to 范例/Pytorch/Pytorch_Tutorial.ipynb diff --git a/01 Introduction/范例/Pytorch/Pytorch_Tutorial_1.pdf b/范例/Pytorch/Pytorch_Tutorial_1.pdf similarity index 100% rename from 01 Introduction/范例/Pytorch/Pytorch_Tutorial_1.pdf rename to 范例/Pytorch/Pytorch_Tutorial_1.pdf diff --git a/01 Introduction/范例/Pytorch/Pytorch_Tutorial_2.pdf b/范例/Pytorch/Pytorch_Tutorial_2.pdf similarity index 100% rename from 01 Introduction/范例/Pytorch/Pytorch_Tutorial_2.pdf rename to 范例/Pytorch/Pytorch_Tutorial_2.pdf