LSTM.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "zhL2pPkxx6Ga",
        "outputId": "6daee4a8-72ba-427d-ba75-ec7d91186be5"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive/\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive/')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "NRaIVWWYBmve",
        "outputId": "9f44c6f0-fa6c-434a-dad0-cd4798e53247"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Installing dependencies...\n",
            "Selecting previously unselected package fluid-soundfont-gm.\n",
            "(Reading database ... 155335 files and directories currently installed.)\n",
            "Preparing to unpack .../fluid-soundfont-gm_3.1-5.1_all.deb ...\n",
            "Unpacking fluid-soundfont-gm (3.1-5.1) ...\n",
            "Selecting previously unselected package libfluidsynth1:amd64.\n",
            "Preparing to unpack .../libfluidsynth1_1.1.9-1_amd64.deb ...\n",
            "Unpacking libfluidsynth1:amd64 (1.1.9-1) ...\n",
            "Setting up fluid-soundfont-gm (3.1-5.1) ...\n",
            "Setting up libfluidsynth1:amd64 (1.1.9-1) ...\n",
            "Processing triggers for libc-bin (2.27-3ubuntu1.3) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/python3.7/dist-packages/ideep4py/lib/libmkldnn.so.0 is not a symbolic link\n",
            "\n",
            "\u001b[K     |████████████████████████████████| 5.6 MB 23.6 MB/s \n",
            "\u001b[K     |████████████████████████████████| 51 kB 8.7 MB/s \n",
            "\u001b[?25h  Building wheel for pretty-midi (setup.py) ... \u001b[?25l\u001b[?25hdone\n"
          ]
        }
      ],
      "source": [
        "print('Installing dependencies...')\n",
        "!apt-get update -qq && apt-get install -qq libfluidsynth1 fluid-soundfont-gm build-essential libasound2-dev libjack-dev\n",
        "!pip install -qU pyfluidsynth pretty_midi\n",
        "\n",
        "# Hack to allow python to pick up the newly-installed fluidsynth lib. \n",
        "# This is only needed for the hosted Colab environment.\n",
        "import ctypes.util\n",
        "orig_ctypes_util_find_library = ctypes.util.find_library\n",
        "def proxy_find_library(lib):\n",
        "  if lib == 'fluidsynth':\n",
        "    return 'libfluidsynth.so.1'\n",
        "  else:\n",
        "    return orig_ctypes_util_find_library(lib)\n",
        "ctypes.util.find_library = proxy_find_library"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "id": "RoXFH21px4Iu"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import collections\n",
        "import numpy as np\n",
        "import pretty_midi\n",
        "import datetime\n",
        "import os\n",
        "import glob\n",
        "import torch\n",
        "import torch.nn as nn\n",
        "import torch.nn.functional as F\n",
        "from IPython import display\n",
        "from typing import Tuple\n",
        "import matplotlib.pyplot as plt\n",
        "from torch.utils.data import Dataset, DataLoader"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "id": "RWhw_85NRV3B"
      },
      "outputs": [],
      "source": [
        "# constants\n",
        "seq_length = 32\n",
        "vocab_size = 128\n",
        "NUM_EPOCHS = 2\n",
        "_SAMPLING_RATE = 16000\n",
        "PATH = '/content/drive/MyDrive/UCLA/ECE 147/Project/LSTM_weights/LSTM_32_single'\n",
        "device = 'cuda:0' if torch.cuda.is_available() else 'cpu'\n",
        "\n",
        "root = '/content/drive/MyDrive/UCLA/ECE 147/Project'\n",
        "midi_dir = os.path.join(root, 'maestro-v3.0.0')\n",
        "npy_dir = os.path.join(root, 'maestro-numpy')\n",
        "filenames = os.listdir(midi_dir)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "def midi_to_notes(midi_file):\n",
        "    pm = pretty_midi.PrettyMIDI(midi_file)\n",
        "    instrument = pm.instruments[0]\n",
        "    notes = collections.defaultdict(list)\n",
        "\n",
        "    sorted_notes = sorted(instrument.notes, key=lambda note: note.start)\n",
        "    prev_start = sorted_notes[0].start\n",
        "\n",
        "    for note in sorted_notes:\n",
        "        start = note.start\n",
        "        end = note.end\n",
        "        notes['pitch'].append(note.pitch)\n",
        "        notes['start'].append(start)\n",
        "        notes['end'].append(end)\n",
        "        notes['step'].append(start - prev_start)\n",
        "        notes['duration'].append(end - start)\n",
        "        prev_start = start\n",
        "\n",
        "    return pd.DataFrame({name: np.array(value) for name, value in notes.items()})\n",
        "\n",
        "def get_sequences(seq_length):\n",
        "    all_notes = []\n",
        "    for f in filenames:\n",
        "        notes = midi_to_notes(os.path.join(midi_dir, f))\n",
        "        all_notes.append(notes)\n",
        "    all_notes = pd.concat(all_notes)\n",
        "    key_order = ['pitch', 'step', 'duration']\n",
        "    data = np.stack([all_notes[key] for key in key_order], axis=1)\n",
        "    data = torch.tensor(data)\n",
        "    sequences = data.unfold(0, seq_length + 1, 1)\n",
        "\n",
        "    inputs = sequences[:, :, :-1].numpy()\n",
        "    labels = sequences[:, :, -1].numpy()\n",
        "    return inputs, labels\n",
        "\n",
        "def create_npy_datasets(seq_length):\n",
        "    inputs_file = os.path.join(npy_dir, f'inputs.{seq_length}.npy')\n",
        "    labels_file = os.path.join(npy_dir, f'labels.{seq_length}.npy')\n",
        "    if os.path.exists(inputs_file) and os.path.exists(labels_file):\n",
        "        print('npy datasets already exist, delete to re-generate... quitting')\n",
        "        return\n",
        "    if os.path.exists(inputs_file):\n",
        "        os.unlink(inputs_file)\n",
        "    if os.path.exists(labels_file):\n",
        "        os.unlink(labels_file)\n",
        "    if not os.path.exists(npy_dir):\n",
        "        os.mkdir(npy_dir)\n",
        "    inputs, labels = get_sequences(seq_length)\n",
        "    with open(inputs_file, 'wb') as f:\n",
        "        np.save(f, inputs)\n",
        "    with open(labels_file, 'wb') as f:\n",
        "        np.save(f, labels)"
      ],
      "metadata": {
        "id": "atxXMkj1Ncfc"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#create_npy_datasets(seq_length=16)\n",
        "create_npy_datasets(seq_length=32)"
      ],
      "metadata": {
        "id": "ZniVbq9aNkcA"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# PyTorch Dataset and Loader"
      ],
      "metadata": {
        "id": "1H1gPbuEPj80"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "id": "3FfBbj7vPpJk"
      },
      "outputs": [],
      "source": [
        "class MusicDataset(Dataset):\n",
        "    def __init__(self, X, y, split='train'):\n",
        "        train_end = val_start = round(X.shape[0] * 0.8)\n",
        "        val_end = test_start = round(y.shape[0] * 0.9)\n",
        "        if split == 'train':\n",
        "            X = X[:train_end]\n",
        "            y = y[:train_end]\n",
        "        elif split == 'val':\n",
        "            X = X[val_start:val_end]\n",
        "            y = y[val_start:val_end]\n",
        "        elif split == 'test':\n",
        "            X = X[test_start:]\n",
        "            y = y[test_start:]\n",
        "        else:\n",
        "            raise NotImplementedError()\n",
        "            \n",
        "        self.X = torch.tensor(X, device=device)\n",
        "        self.y = torch.tensor(y, device=device)\n",
        "        self.dividend = torch.tensor([vocab_size, 1., 1.], device=device)\n",
        "        self.dividend = self.dividend.reshape((3, 1))\n",
        "\n",
        "    def __len__(self):\n",
        "        return self.X.shape[0]\n",
        "\n",
        "    def __getitem__(self, idx):\n",
        "        x = self.X[idx] / self.dividend\n",
        "        y = self.y[idx]\n",
        "        return x, y"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "id": "5SaU2JOX5Fvc"
      },
      "outputs": [],
      "source": [
        "# Load X, y out here instead of in each dataset class to save memory\n",
        "with open(os.path.join(npy_dir, 'inputs.32.npy'), 'rb') as f:\n",
        "    X = np.load(f)\n",
        "with open(os.path.join(npy_dir, 'labels.32.npy'), 'rb') as f:\n",
        "    y = np.load(f)\n",
        "\n",
        "# Construct datasets and dataloaders\n",
        "train_ds = MusicDataset(X, y, split='train')\n",
        "train_dl = DataLoader(train_ds, batch_size=64, shuffle=True)\n",
        "val_ds = MusicDataset(X, y, split='val')\n",
        "val_dl = DataLoader(val_ds, batch_size=64, shuffle=True)\n",
        "test_ds = MusicDataset(X, y, split='test')\n",
        "test_dl = DataLoader(test_ds, batch_size=64, shuffle=True)\n",
        "\n",
        "# free up memory\n",
        "del X; del y"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 29,
      "metadata": {
        "id": "uMyjsYrzJ6Gx"
      },
      "outputs": [],
      "source": [
        "from torch import nn\n",
        "\n",
        "class DenseLSTM(nn.Module):\n",
        "    def __init__(self, input_dim, hidden_size_lstm=50, hidden_dim_linear=50, lstm_layers=1):\n",
        "        super(DenseLSTM, self).__init__()\n",
        "        self.lstm = nn.LSTM(input_size=input_dim, \n",
        "                            hidden_size=hidden_size_lstm, \n",
        "                            num_layers=lstm_layers,\n",
        "                            batch_first=True)\n",
        "        self.flatten = nn.Flatten()\n",
        "        self.bn1 = nn.BatchNorm1d(hidden_size_lstm * lstm_layers, eps=1e-05)\n",
        "        self.linear = nn.Linear(hidden_size_lstm * lstm_layers, hidden_dim_linear)\n",
        "        self.act = nn.ReLU()\n",
        "        self.dp = nn.Dropout()\n",
        "        self.bn2 = nn.BatchNorm1d(hidden_dim_linear, eps=1e-05)\n",
        "        self.final = nn.Linear(hidden_dim_linear, vocab_size + 2)\n",
        "        #self.final = nn.Linear(hidden_size_lstm * lstm_layers, vocab_size + 2)\n",
        "\n",
        "\n",
        "    def forward(self, inputs, labels=None):\n",
        "        out, h = self.lstm(inputs)\n",
        "        out = self.flatten(out)\n",
        "        out = self.bn1(out)\n",
        "        out = self.linear(out)\n",
        "        out = self.act(out)\n",
        "        out = self.dp(out)\n",
        "        out = self.bn2(out)\n",
        "        out = self.final(out)\n",
        "        return out"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 30,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 186
        },
        "id": "6z6LnvXqAoIn",
        "outputId": "0de35b12-7192-4ec0-fc50-1ac42f7a36b2"
      },
      "outputs": [
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-30-eb4d04b4ecf7>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtrain_ds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mNameError\u001b[0m: name 'train_ds' is not defined"
          ]
        }
      ],
      "source": [
        "x, y = train_ds[0]\n",
        "x.shape, y.shape"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "iy4RF5SbCXGn"
      },
      "source": [
        "Input: (batch, source sequence length, feature number)\n",
        "Output: (batch, target sequence length, feature number)\n",
        "\n",
        "x.shape should be (batch size, 25, 3)\n",
        "y.shap"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "id": "Fj2xAHnUIUht"
      },
      "outputs": [],
      "source": [
        "# helper functions\n",
        "def current_time():\n",
        "  return datetime.datetime.now().strftime('%Y-%m-%d_%H-%M-%S')\n",
        "\n",
        "def criterion(preds, true, weights={'ce': 0.5, 'mse': 0.5}):\n",
        "  mse_criterion = nn.MSELoss()\n",
        "  ce_criterion = nn.CrossEntropyLoss()\n",
        "  true = true.squeeze()\n",
        "  ce_loss = ce_criterion(preds[:, :vocab_size], true[:, 0].long())\n",
        "  ce_loss *= weights['ce']\n",
        "  mse_loss = mse_criterion(preds[:, vocab_size:], true[:, 1:])\n",
        "  mse_loss *= weights['mse']\n",
        "  return ce_loss + mse_loss\n",
        "\n",
        "def evaluate_loss(model, test_dl, loss_weights={'ce': 0.5, 'mse': 0.5}):\n",
        "  model.eval()\n",
        "  test_loss = 0.0\n",
        "  with torch.no_grad():\n",
        "      for i, (x, y) in enumerate(test_dl):\n",
        "          x, y = x.float(), y.float()\n",
        "          x, y = x.to(device), y.to(device)\n",
        "          x = x.moveaxis(-1, 1)\n",
        "          y = y.unsqueeze(1)\n",
        "          outputs = model(x, y)\n",
        "          loss = criterion(outputs, y, loss_weights)\n",
        "          test_loss += loss.item()\n",
        "  test_loss /= (i + 1)\n",
        "  model.train()\n",
        "  return test_loss"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "id": "eBtI1ixGMU21"
      },
      "outputs": [],
      "source": [
        "train_loss_hist = []\n",
        "val_loss_hist = []\n",
        "\n",
        "def train_one_epoch(epoch_index, model, optimizer, verbose=False):\n",
        "    running_loss = 0.\n",
        "    last_loss = 0.\n",
        "    best_val_loss = float('inf')\n",
        "\n",
        "    # Here, we use enumerate(training_loader) instead of\n",
        "    # iter(training_loader) so that we can track the batch\n",
        "    # index and do some intra-epoch reporting\n",
        "    for i, data in enumerate(train_dl):\n",
        "        # Every data instance is an input + label pair\n",
        "        inputs, labels = data\n",
        "        inputs, labels = inputs.float(), labels.float()\n",
        "        inputs, labels = inputs.to(device), labels.to(device)\n",
        "\n",
        "        # Zero your gradients for every batch!\n",
        "        optimizer.zero_grad()\n",
        "\n",
        "        # Make predictions for this batch\n",
        "        inputs = torch.permute(inputs, (0, 2, 1)).float()\n",
        "        outputs = model(inputs, labels)\n",
        "\n",
        "        # Compute the loss and its gradients\n",
        "        loss = criterion(outputs, labels)\n",
        "        loss.backward()\n",
        "\n",
        "        # Adjust learning weights\n",
        "        optimizer.step()\n",
        "\n",
        "        # Gather data and report\n",
        "        running_loss += loss.item()\n",
        "        if i % 2000 == 1999:    # print every 2000 mini-batches\n",
        "            print(f'[{epoch_index + 1}, {i + 1:5d}] train loss: {running_loss / 2000:.3f}')\n",
        "            train_loss_hist.append(running_loss / 2000)\n",
        "            running_loss = 0.0\n",
        "                \n",
        "        if i % 8000 == 0:  # print every 8000 mini-batches\n",
        "            val_loss = evaluate_loss(model, val_dl)\n",
        "            val_loss_hist.append(val_loss)\n",
        "            print(f'[{epoch_index + 1}, {i + 1:5d}] val loss: {val_loss:.3f}')\n",
        "            timestamp = current_time()\n",
        "            fname = f'lstm.{timestamp}.{seq_length}.pt'\n",
        "            torch.save(model.state_dict(), os.path.join(PATH, fname))\n",
        "            print(f'Saved model to {fname}')\n",
        "            if val_loss < best_val_loss:\n",
        "                print('new best!')\n",
        "                best_val_loss = val_loss\n",
        "                model_path = fname"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 31,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vk-_3KlcOWCy",
        "outputId": "e373b39a-f604-41ba-b58d-8d35b7899f00"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DenseLSTM(\n",
              "  (lstm): LSTM(3, 50, num_layers=32, batch_first=True)\n",
              "  (flatten): Flatten(start_dim=1, end_dim=-1)\n",
              "  (bn1): BatchNorm1d(1600, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "  (linear): Linear(in_features=1600, out_features=800, bias=True)\n",
              "  (act): ReLU()\n",
              "  (dp): Dropout(p=0.5, inplace=False)\n",
              "  (bn2): BatchNorm1d(800, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "  (final): Linear(in_features=800, out_features=130, bias=True)\n",
              ")"
            ]
          },
          "metadata": {},
          "execution_count": 31
        }
      ],
      "source": [
        "# PyTorch LSTM\n",
        "\n",
        "lstm = DenseLSTM(input_dim=3, hidden_size_lstm=50, hidden_dim_linear=800, lstm_layers=seq_length)\n",
        "lstm.to(device)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "id": "h9XcjrppMnSm"
      },
      "outputs": [],
      "source": [
        "adam = torch.optim.Adam(lstm.parameters(), lr=1e-4)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "uEsyYbB3BrqQ",
        "outputId": "9a786213-95df-490f-f6ea-b7375efe59e5"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[1,     1] val loss: 2.489\n",
            "Saved model to lstm.2022-03-14_06-31-24.32.pt\n",
            "new best!\n",
            "[1,  2000] train loss: 2.117\n",
            "[1,  4000] train loss: 2.078\n",
            "[1,  6000] train loss: 2.078\n",
            "[1,  8000] train loss: 2.073\n",
            "[1,  8001] val loss: 2.078\n",
            "Saved model to lstm.2022-03-14_06-41-05.32.pt\n",
            "new best!\n",
            "[1, 10000] train loss: 2.073\n",
            "[1, 12000] train loss: 2.078\n",
            "[1, 14000] train loss: 2.083\n",
            "[1, 16000] train loss: 2.081\n",
            "[1, 16001] val loss: 2.077\n",
            "Saved model to lstm.2022-03-14_06-50-42.32.pt\n",
            "new best!\n",
            "[1, 18000] train loss: 2.078\n",
            "[1, 20000] train loss: 2.075\n",
            "[1, 22000] train loss: 2.075\n",
            "[1, 24000] train loss: 2.076\n",
            "[1, 24001] val loss: 2.076\n",
            "Saved model to lstm.2022-03-14_07-00-15.32.pt\n",
            "new best!\n",
            "[1, 26000] train loss: 2.077\n",
            "[1, 28000] train loss: 2.079\n",
            "[1, 30000] train loss: 2.077\n",
            "[1, 32000] train loss: 2.079\n",
            "[1, 32001] val loss: 2.090\n",
            "Saved model to lstm.2022-03-14_07-09-49.32.pt\n",
            "[1, 34000] train loss: 2.081\n",
            "[1, 36000] train loss: 2.077\n",
            "[1, 38000] train loss: 2.075\n",
            "[1, 40000] train loss: 2.076\n",
            "[1, 40001] val loss: 2.078\n",
            "Saved model to lstm.2022-03-14_07-19-22.32.pt\n"
          ]
        },
        {
          "output_type": "error",
          "ename": "KeyboardInterrupt",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-14-0b20c7eb7935>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mepoch\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mNUM_EPOCHS\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m   \u001b[0mtrain_one_epoch\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mepoch\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlstm\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0madam\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m<ipython-input-11-26efbb9054da>\u001b[0m in \u001b[0;36mtrain_one_epoch\u001b[0;34m(epoch_index, model, optimizer, verbose)\u001b[0m\n\u001b[1;32m     25\u001b[0m         \u001b[0;31m# Compute the loss and its gradients\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     26\u001b[0m         \u001b[0mloss\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcriterion\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutputs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 27\u001b[0;31m         \u001b[0mloss\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbackward\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     28\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     29\u001b[0m         \u001b[0;31m# Adjust learning weights\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/torch/_tensor.py\u001b[0m in \u001b[0;36mbackward\u001b[0;34m(self, gradient, retain_graph, create_graph, inputs)\u001b[0m\n\u001b[1;32m    305\u001b[0m                 \u001b[0mcreate_graph\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcreate_graph\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    306\u001b[0m                 inputs=inputs)\n\u001b[0;32m--> 307\u001b[0;31m         \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mautograd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbackward\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgradient\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mretain_graph\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcreate_graph\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0minputs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    308\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    309\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mregister_hook\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhook\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/torch/autograd/__init__.py\u001b[0m in \u001b[0;36mbackward\u001b[0;34m(tensors, grad_tensors, retain_graph, create_graph, grad_variables, inputs)\u001b[0m\n\u001b[1;32m    154\u001b[0m     Variable._execution_engine.run_backward(\n\u001b[1;32m    155\u001b[0m         \u001b[0mtensors\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgrad_tensors_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mretain_graph\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcreate_graph\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 156\u001b[0;31m         allow_unreachable=True, accumulate_grad=True)  # allow_unreachable flag\n\u001b[0m\u001b[1;32m    157\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    158\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ],
      "source": [
        "# train model\n",
        "\n",
        "for epoch in range(NUM_EPOCHS):\n",
        "  train_one_epoch(epoch, lstm, adam)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "q2ZAoen599F6"
      },
      "source": [
        "# Evaluate on Test set"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HXIx16IjLi2I",
        "outputId": "07e43782-16a1-4406-d4e5-8933fb73477c"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "DenseLSTM(\n",
              "  (lstm): LSTM(3, 50, num_layers=32, batch_first=True)\n",
              "  (flatten): Flatten(start_dim=1, end_dim=-1)\n",
              "  (bn1): BatchNorm1d(1600, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
              "  (final): Linear(in_features=1600, out_features=130, bias=True)\n",
              ")"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ],
      "source": [
        "lstm.load_state_dict(torch.load(os.path.join(PATH, 'lstm.2022-03-14_07-19-22.32.pt')))\n",
        "lstm.eval()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "id": "2Vvl28TW-icq"
      },
      "outputs": [],
      "source": [
        "def predict_next_notes(notes, model, temperature=0.3):    \n",
        "    x = notes.T.unsqueeze(0).float()\n",
        "    y = torch.zeros((1, 1, 3), device=device).float()\n",
        "    with torch.no_grad():\n",
        "        preds = model(x, y)\n",
        "    pitch_logits = preds[:, :vocab_size]\n",
        "    if np.random.random() <= temperature:\n",
        "        pitch = torch.randint(low=0, high=vocab_size+1, size=(1,))\n",
        "    else:\n",
        "        pitch = torch.argmax(F.softmax(pitch_logits, dim=0))\n",
        "    step = preds[:, -2]\n",
        "    duration = preds[:, -1]\n",
        "    return pitch.item(), step.item(), duration.item()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "id": "oL3dgLNB-mik"
      },
      "outputs": [],
      "source": [
        "# Make room in memory\n",
        "del train_ds, train_dl, val_ds, val_dl"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {
        "id": "OSPQvYoh-o4g"
      },
      "outputs": [],
      "source": [
        "# Load X, y out here instead of in the dataset class to save memory/time\n",
        "with open(os.path.join(npy_dir, 'inputs.32.npy'), 'rb') as f:\n",
        "    X = np.load(f)\n",
        "with open(os.path.join(npy_dir, 'labels.32.npy'), 'rb') as f:\n",
        "    y = np.load(f)\n",
        "\n",
        "# Load testing dataset\n",
        "test_ds = MusicDataset(X, y, split='test')\n",
        "test_dl = DataLoader(test_ds, batch_size=64, shuffle=True)\n",
        "\n",
        "del X; del y"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "evaluate_loss(lstm, test_dl)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qGEHU5K8gPhk",
        "outputId": "60e6899b-b18c-4bef-8ee2-304b9599c345"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "2.0885457589121126"
            ]
          },
          "metadata": {},
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "train_x = np.arange(2000, 40001, 2000)\n",
        "val_x = np.arange(0, 40001, 8000)\n",
        "\n",
        "plt.xlabel('number of mini-batches')\n",
        "plt.ylabel('loss')\n",
        "plt.plot(train_x, train_loss_hist, label='training')\n",
        "plt.plot(val_x, val_loss_hist, label='validation')\n",
        "plt.legend()\n",
        "plt.savefig('lstm_32_single.png')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 279
        },
        "id": "Om6KGBjmg1dm",
        "outputId": "9d8023cf-647d-4a88-e0e9-beb4c9e1885a"
      },
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import files\n",
        "\n",
        "files.download('lstm_32_single.png')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 17
        },
        "id": "5MICgNaektQ_",
        "outputId": "0cbb875d-08c9-4e62-c4b1-60eab01f0a73"
      },
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ],
            "application/javascript": [
              "\n",
              "    async function download(id, filename, size) {\n",
              "      if (!google.colab.kernel.accessAllowed) {\n",
              "        return;\n",
              "      }\n",
              "      const div = document.createElement('div');\n",
              "      const label = document.createElement('label');\n",
              "      label.textContent = `Downloading \"${filename}\": `;\n",
              "      div.appendChild(label);\n",
              "      const progress = document.createElement('progress');\n",
              "      progress.max = size;\n",
              "      div.appendChild(progress);\n",
              "      document.body.appendChild(div);\n",
              "\n",
              "      const buffers = [];\n",
              "      let downloaded = 0;\n",
              "\n",
              "      const channel = await google.colab.kernel.comms.open(id);\n",
              "      // Send a message to notify the kernel that we're ready.\n",
              "      channel.send({})\n",
              "\n",
              "      for await (const message of channel.messages) {\n",
              "        // Send a message to notify the kernel that we're ready.\n",
              "        channel.send({})\n",
              "        if (message.buffers) {\n",
              "          for (const buffer of message.buffers) {\n",
              "            buffers.push(buffer);\n",
              "            downloaded += buffer.byteLength;\n",
              "            progress.value = downloaded;\n",
              "          }\n",
              "        }\n",
              "      }\n",
              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
              "      const a = document.createElement('a');\n",
              "      a.href = window.URL.createObjectURL(blob);\n",
              "      a.download = filename;\n",
              "      div.appendChild(a);\n",
              "      a.click();\n",
              "      div.remove();\n",
              "    }\n",
              "  "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ],
            "application/javascript": [
              "download(\"download_d64b13e4-e31e-4317-851c-cca549d6c267\", \"lstm_32_single.png\", 13442)"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Generate Music"
      ],
      "metadata": {
        "id": "EL2fso1vgZOS"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {
        "id": "wiLf6opS-6rO"
      },
      "outputs": [],
      "source": [
        "def notes_to_midi(notes, out_file=None, instr_name='Acoustic Grand Piano', velocity=100):\n",
        "    pm = pretty_midi.PrettyMIDI()\n",
        "    instr = pretty_midi.Instrument(\n",
        "        program=pretty_midi.instrument_name_to_program(instr_name)\n",
        "    )\n",
        "    prev_start = 0\n",
        "    for i, note in notes.iterrows():\n",
        "        start = float(prev_start + note['step'])\n",
        "        end = float(start + note['duration'])\n",
        "        note = pretty_midi.Note(\n",
        "            velocity=velocity,\n",
        "            pitch=int(note['pitch']),\n",
        "            start=start,\n",
        "            end=end\n",
        "        )\n",
        "        instr.notes.append(note)\n",
        "        prev_start = start\n",
        "\n",
        "    pm.instruments.append(instr)\n",
        "    if out_file:\n",
        "        pm.write(out_file)\n",
        "    return pm"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {
        "id": "dVyw3-Q0AFX8"
      },
      "outputs": [],
      "source": [
        "def display_audio(pm: pretty_midi.PrettyMIDI, seconds=30):\n",
        "    waveform = pm.fluidsynth(fs=_SAMPLING_RATE)\n",
        "    waveform_short = waveform[:seconds*_SAMPLING_RATE]\n",
        "    return display.Audio(waveform_short, rate=_SAMPLING_RATE)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 28,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 75
        },
        "id": "dREOP8Kv-rGs",
        "outputId": "e2f862ba-1264-4beb-a1c6-6417a24d1bb4"
      },
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio controls=\"controls\" >\n",
              "                    <source 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type=\"audio/wav\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {},
          "execution_count": 28
        }
      ],
      "source": [
        "generated_notes = []\n",
        "num_preds = 120\n",
        "prev_start = 0\n",
        "input_notes, _ = test_ds[1]\n",
        "\n",
        "for _ in range(num_preds):\n",
        "    pitch, step, duration = predict_next_notes(input_notes, lstm, temperature=0.1)\n",
        "    start = prev_start + step\n",
        "    end = start + duration\n",
        "    input_note = (pitch, step, duration)\n",
        "    generated_notes.append((*input_note, start, end))\n",
        "    input_notes = input_notes[:, 1:]\n",
        "    input_note = torch.tensor(input_note) / torch.tensor([seq_length, 1, 1])\n",
        "    input_note = input_note.to(device=device).unsqueeze(1)\n",
        "    input_notes = torch.cat((input_notes, input_note), dim=1)\n",
        "    prev_start = start\n",
        "\n",
        "generated_notes = pd.DataFrame(generated_notes, columns=('pitch', 'step', 'duration', 'start', 'end'))\n",
        "pm = notes_to_midi(generated_notes)\n",
        "display_audio(pm)"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        ""
      ],
      "metadata": {
        "id": "9j0AIQV3U28c"
      },
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "colab": {
      "collapsed_sections": [],
      "machine_shape": "hm",
      "name": "LSTM.ipynb",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "nbformat": 4,
  "nbformat_minor": 0
}