From 3202807a68c896c99072c136f655ce47ff49621c Mon Sep 17 00:00:00 2001
From: David Akim <djakm100@gmail.com>
Date: Sun, 30 Jul 2023 01:24:08 +0000
Subject: [PATCH] Update 5 files

- /assets/fdimrk.jpg
- /assets/lai_hv.jpg
- /assets/t2m.jpg
- /0_download_data.ipynb
- /3_train_model.ipynb
---
 0_download_data.ipynb |  35 +----
 3_train_model.ipynb   | 345 ++++++++++++++++++++++++++++++++++++++++++
 assets/fdimrk.jpg     | Bin 60474 -> 0 bytes
 assets/lai_hv.jpg     | Bin 67231 -> 0 bytes
 assets/t2m.jpg        | Bin 51415 -> 0 bytes
 5 files changed, 349 insertions(+), 31 deletions(-)
 create mode 100644 3_train_model.ipynb
 delete mode 100644 assets/fdimrk.jpg
 delete mode 100644 assets/lai_hv.jpg
 delete mode 100644 assets/t2m.jpg

diff --git a/0_download_data.ipynb b/0_download_data.ipynb
index baebee3..9546aba 100644
--- a/0_download_data.ipynb
+++ b/0_download_data.ipynb
@@ -10,7 +10,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": null,
       "metadata": {
         "id": "rAzEuBRkz7Av"
       },
@@ -30,7 +30,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 12,
+      "execution_count": null,
       "metadata": {
         "id": "A-mWHEgM0Jpp"
       },
@@ -107,36 +107,9 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 15,
+      "execution_count": null,
       "metadata": {},
-      "outputs": [
-        {
-          "name": "stderr",
-          "output_type": "stream",
-          "text": [
-            "2023-07-28 12:15:49,638 INFO Welcome to the CDS\n",
-            "2023-07-28 12:15:49,639 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1\n",
-            "2023-07-28 12:15:49,854 INFO Request is completed\n",
-            "2023-07-28 12:15:49,855 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2019.nc (7.4M)\n",
-            "2023-07-28 12:15:52,491 INFO Download rate 2.8M/s   \n",
-            "2023-07-28 12:15:53,197 INFO Welcome to the CDS\n",
-            "2023-07-28 12:15:53,199 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1\n",
-            "2023-07-28 12:15:53,439 INFO Request is completed\n",
-            "2023-07-28 12:15:53,440 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2020.nc (7.4M)\n",
-            "2023-07-28 12:15:54,590 INFO Download rate 6.5M/s   \n",
-            "2023-07-28 12:15:54,976 INFO Welcome to the CDS\n",
-            "2023-07-28 12:15:54,977 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1\n",
-            "2023-07-28 12:15:55,220 INFO Request is completed\n",
-            "2023-07-28 12:15:55,221 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2021.nc (7.4M)\n",
-            "2023-07-28 12:15:56,690 INFO Download rate 5.1M/s   \n",
-            "2023-07-28 12:15:57,082 INFO Welcome to the CDS\n",
-            "2023-07-28 12:15:57,083 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/cems-fire-historical-v1\n",
-            "2023-07-28 12:15:57,301 INFO Request is completed\n",
-            "2023-07-28 12:15:57,302 INFO Downloading https://download-0004-clone.copernicus-climate.eu/cache-compute-0004/cache/data0/adaptor.mars.external-1690558130.304354-9896-9-762d05cd-253d-467d-99ae-08ef92f88bbd.nc to fire_danger/2022.nc (7.4M)\n",
-            "2023-07-28 12:15:58,812 INFO Download rate 4.9M/s   \n"
-          ]
-        }
-      ],
+      "outputs": [],
       "source": [
         "for year in range(2002,2023):\n",
         "  target_file = LABELDIR + f'{year}.nc'\n",
diff --git a/3_train_model.ipynb b/3_train_model.ipynb
new file mode 100644
index 0000000..b5dc74b
--- /dev/null
+++ b/3_train_model.ipynb
@@ -0,0 +1,345 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Configurar directorios"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DATADIR = 'processed_data/'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Cargar bibliotecas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np #DL specific imports below\n",
+    "import sys, time, copy\n",
+    "import torch\n",
+    "import torch.nn as nn\n",
+    "import torch.nn.functional as F\n",
+    "import torch.optim as optim\n",
+    "from torch.autograd import Variable\n",
+    "from torch.utils.data import Dataset, DataLoader\n",
+    "# from torchvision import models, transforms\n",
+    "from skorch.net import NeuralNet #pytorch wrapper skorch\n",
+    "from skorch.helper import predefined_split\n",
+    "from skorch.callbacks import Checkpoint, EarlyStopping"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Variables de configuración"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "months = np.array([[(1,31),(2,28),(12,31)]])\n",
+    "valid, test = [2015,2018], [2019,2022] #years to use for validation and testing, do not use these years to compute normalization constants\n",
+    "train = [x for x in np.arange(2002,2015) if x not in valid+test] \n",
+    "\n",
+    "targetVar = 'fdimrk'\n",
+    "var = ['u10','v10','t2m','lai_hv','lai_lv','tp']\n",
+    "means = np.array([np.load(f'norm_consts/input_{v}.npy')[0] for v in var]) \n",
+    "stds = np.array([np.load(f'norm_consts/input_{v}.npy')[1] for v in var])\n",
+    "targetMean, targetStd = np.load(f'norm_consts/target_{targetVar}.npy')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Parámetros de aprendizaje profundo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "##### DL parameters  \n",
+    "batch_size = 64\n",
+    "learning_rate = 1e-3\n",
+    "num_epochs = 200\n",
+    "num_workers = 8\n",
+    "weight_decay=0.\n",
+    "patience=30 # early stopping if valid loss did not improve for 30 epochs"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Parámetros de Antorcha"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "member = 0 #ensemble member = seed for weight initialization \n",
+    "torch.manual_seed(member) #for reproducibility and creation of a seed ensemble\n",
+    "np.random.seed(member)\n",
+    "torch.backends.cudnn.benchmark = False\n",
+    "# torch.set_deterministic(True) \n",
+    "torch.use_deterministic_algorithms(True)\n",
+    "\n",
+    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
+    "print(device)\n",
+    "\n",
+    "def pytorch_count_params(model): #counts the number trainable parameters in a pytorch model \n",
+    "  tot = 0\n",
+    "  for x in model.parameters():\n",
+    "    #print(x.size())\n",
+    "    tot += np.prod(x.size())\n",
+    "  return tot"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Cuenta el número de parámetros entrenables en un modelo pytorch"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def pytorch_count_params(model): #counts the number trainable parameters in a pytorch model \n",
+    "  tot = 0\n",
+    "  for x in model.parameters():\n",
+    "    #print(x.size())\n",
+    "    tot += np.prod(x.size())\n",
+    "  return tot"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Conjunto de datos del índice de peligro de incendios y ERA5"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class copernicusDataset(Dataset):\n",
+    "  def __init__(self,years,aug=False): #aug = use rotation and flipping as data augmentation\n",
+    "    self.years = years\n",
+    "    self.length = len(self.years)*sum([m[1] for m in months]) #nb of years * nb of time steps each year\n",
+    "    self.aug = aug\n",
+    "    \n",
+    "  def idxToFile(self,idx): #conversion between time step index and (year, month, day, hour)-input and target file\n",
+    "    year = self.years[idx//(sum([m[1] for m in months]))]\n",
+    "    tInYear = idx%(sum([m[1] for m in months])) #time step within this year\n",
+    "    monthIdx = np.argmax(tInYear < np.array([sum(months[:m,1]) for m in range(1,len(months)+1)]))\n",
+    "    month = months[monthIdx,0]\n",
+    "    tInMonth = tInYear - sum(months[:monthIdx,1]) #time step within this month\n",
+    "    day = tInMonth  + 1 #day numbering starts with 1\n",
+    "    return f\"/{year:d}_{month:02d}_{day:02d}.npy\", f\"/{year:d}_{month:02d}_{day:02d}.npy\" \n",
+    "\n",
+    "  def normalize(self, x): #normalize the input fields\n",
+    "    return ((x.transpose()-means)/stds).transpose()\n",
+    "    \n",
+    "  def __len__(self):\n",
+    "    return self.length\n",
+    "    \n",
+    "  def __getitem__(self, idx):\n",
+    "    if torch.is_tensor(idx):\n",
+    "      idx = idx.tolist()\n",
+    "    inpFile, targetFile = self.idxToFile(idx)\n",
+    "    inp = []\n",
+    "    for v in var:\n",
+    "      inp += [np.load(DATADIR+v+inpFile)]\n",
+    "    inp = self.normalize(np.stack(inp))\n",
+    "    target = ((np.load(DATADIR+targetVar+targetFile)-targetMean)/targetStd).reshape((1,100,100)) \n",
+    "    if self.aug: #50 % probability to rotate by 180 deg, 50 % probability to flip left and right\n",
+    "      rot = np.random.randint(2) #0 -> no rotate, 1 -> rotate\n",
+    "      inp = np.rot90(inp,k=2*rot,axes=(1,2))\n",
+    "      target = np.rot90(target,k=2*rot,axes=(1,2))  \n",
+    "      if np.random.randint(2): #0 -> no flip, 1 -> flip\n",
+    "        inp = np.flip(inp,axis=2)\n",
+    "        target = np.flip(target,axis=2)\n",
+    "    return torch.tensor(inp.astype(np.float32)), torch.tensor(target.astype(np.float32)) \n",
+    "\n",
+    "trainset = copernicusDataset(train, aug=True)\n",
+    "validset = copernicusDataset(valid)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Modelo Unet"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class UNet(nn.Module): \n",
+    "  def __init__(self):\n",
+    "    super(UNet, self).__init__() # in: len(var) x 120 x 180    140x140\n",
+    "    self.conv1 = nn.Conv2d(in_channels=len(var),out_channels=64,kernel_size=3) # out: 64 x 118 x 178 \n",
+    "    self.bn1 = nn.BatchNorm2d(64)\n",
+    "    self.conv2 = nn.Conv2d(64,64,3) # out: 64 x 116 x 176 \n",
+    "    self.bn2 = nn.BatchNorm2d(64)\n",
+    "    self.pool1 = nn.MaxPool2d(2) # out: 64 x 58 x 88\n",
+    "    self.conv3 = nn.Conv2d(64,128,3) # out: 128 x 56 x 86 \n",
+    "    self.bn3 = nn.BatchNorm2d(128)\n",
+    "    self.conv4 = nn.Conv2d(128,128,3) # out: 128 x 54 x 84\n",
+    "    self.bn4 = nn.BatchNorm2d(128)\n",
+    "    self.pool2 = nn.MaxPool2d(2) # out: 128 x 27 x 42\n",
+    "    self.conv5 = nn.Conv2d(128,256,3) # out: 256 x 25 x 40\n",
+    "    self.bn5 = nn.BatchNorm2d(256)\n",
+    "    self.conv6 = nn.Conv2d(256,256,3) # out: 256 x 23 x 38\n",
+    "    self.bn6 = nn.BatchNorm2d(256)\n",
+    "    self.upconv1 = nn.ConvTranspose2d(in_channels=256, out_channels=128, kernel_size=4, stride=2, padding=1) #out: 128 x 46 x 76\n",
+    "    ### concat with crop(conv 4) -> out: 256 x 46 x 76\n",
+    "    self.conv7 = nn.Conv2d(256,128,3) # out: 128 x 44 x 74\n",
+    "    self.bn7 = nn.BatchNorm2d(128)\n",
+    "    self.conv8 = nn.Conv2d(128,128,3) # out: 128 x 42 x 72\n",
+    "    self.bn8 = nn.BatchNorm2d(128)\n",
+    "    self.upconv2 = nn.ConvTranspose2d(128,64,4,2,1) # out 64 x 84 x 144\n",
+    "    ### concat with crop(conv4) -> out: 128 x 84 x 144\n",
+    "    self.conv9 = nn.Conv2d(128,64,3) # out: 64 x 82 x 142\n",
+    "    self.bn9 = nn.BatchNorm2d(64)\n",
+    "    self.conv10 = nn.Conv2d(64,64,3) # out: 64 x 80 x 140\n",
+    "    self.bn10 = nn.BatchNorm2d(64)\n",
+    "    self.conv11 = nn.Conv2d(64,1,1) # out: 1 x 80 x 140\n",
+    "\n",
+    "  def forward(self, x):\n",
+    "    level1 = F.relu(self.bn2(self.conv2(F.relu(self.bn1(self.conv1(x))))))\n",
+    "    level2 = F.relu(self.bn4(self.conv4(F.relu(self.bn3(self.conv3(self.pool1(level1)))))))\n",
+    "    level3 = F.relu(self.bn6(self.conv6(F.relu(self.bn5(self.conv5(self.pool2(level2)))))))\n",
+    "    ### going up again - to center crop the concatenated array, use the pad function with negative padding\n",
+    "    level2 = F.relu(self.bn8(self.conv8(F.relu(self.bn7(self.conv7(torch.cat((F.pad(level2,[-4,-4,-4,-4]), self.upconv1(level3)), dim=1)))))))\n",
+    "    level1 = F.relu(self.bn10(self.conv10(F.relu(self.bn9(self.conv9(torch.cat((F.pad(level1,[-16,-16,-16,-16]), self.upconv2(level2)), dim=1)))))))\n",
+    "    return self.conv11(level1)\n",
+    "\n",
+    "model = UNet()\n",
+    "\n",
+    "print('Number of parameters in the model', pytorch_count_params(model))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if torch.cuda.device_count() > 1:\n",
+    "  print(\"Let's use\", torch.cuda.device_count(), \"GPUs!\")\n",
+    "  model = nn.DataParallel(model)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Error medio cuadrado"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "class myMSE(nn.Module): # just normal MSE, but pytorch implementation somehow did not work properly\n",
+    "  def forward(self, input, target):\n",
+    "    return ((input-target)**2).mean()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Crear red neuronal"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "net = NeuralNet( #skorch wrapper facility\n",
+    "  model,\n",
+    "  criterion=myMSE,\n",
+    "  batch_size=batch_size,\n",
+    "  lr=learning_rate,\n",
+    "  max_epochs=num_epochs,\n",
+    "  optimizer=optim.Adam, \n",
+    "  iterator_train__shuffle=True,\n",
+    "  iterator_train__num_workers=num_workers,\n",
+    "  iterator_valid__shuffle=False,\n",
+    "  iterator_valid__num_workers=num_workers,\n",
+    "  train_split=predefined_split(validset), #strange naming, but validset will be used for validation not training, see skorch.helper.predefined_split documentation\n",
+    "  callbacks=[Checkpoint(dirname=f'training',f_params='best_params.pt'), #Saves the best parameters to best_params.pt.\n",
+    "              EarlyStopping(patience=patience, threshold=1e-3, threshold_mode='abs')], #stops training if valid loss did not improve for patience epochs \n",
+    "  device=device\n",
+    ")\n",
+    "\n",
+    "tstart = time.time()\n",
+    "net.fit(trainset)\n",
+    "print('Time for training', (time.time()-tstart)/60, 'min')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/assets/fdimrk.jpg b/assets/fdimrk.jpg
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