{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Geometric Fourier Neural Operators\n", "\n", "A simple notebook to showcase geometric Fourier Neural Operators\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Preparation" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "from torch.utils.data import DataLoader\n", "from torch.cuda import amp\n", "from torch.optim.lr_scheduler import OneCycleLR\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.animation as animation\n", "\n", "from math import ceil\n", "\n", "import time\n", "\n", "import sys\n", "sys.path.append(\"../../examples\")\n", "\n", "# from torch_harmonics.sht import *\n", "from pde_sphere import SphereSolver\n", "\n", "cmap='twilight_shifted'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "enable_amp = False\n", "\n", "# set device\n", "device = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')\n", "if torch.cuda.is_available():\n", " torch.cuda.set_device(device.index)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Training data\n", "to train our geometric FNOs, we require training data. To this end let us prepare a Dataloader which computes results on the fly:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# dataset\n", "from utils.pde_dataset import PdeDataset\n", "\n", "# 1 hour prediction steps\n", "dt = 1*3600\n", "dt_solver = 150\n", "nsteps = dt//dt_solver\n", "dataset = PdeDataset(dt=dt, nsteps=nsteps, dims=(256, 512), device=device, normalize=True)\n", "# There is still an issue with parallel dataloading. Do NOT use it at the moment\n", "dataloader = DataLoader(dataset, batch_size=4, shuffle=True, num_workers=0, persistent_workers=False)\n", "solver = dataset.solver.to(device)\n", "\n", "nlat = dataset.nlat\n", "nlon = dataset.nlon" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "torch.manual_seed(0)\n", "inp, tar = dataset[0]\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(inp[2], fig, vmax=3, vmin=-3)\n", "plt.title(\"input\")\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(tar[2], fig, vmax=3, vmin=-3)\n", "plt.title(\"target\")\n", "plt.colorbar(im)\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Defining the geometric Fourier Neural Operator" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from models.sfno import SphericalFourierNeuralOperatorNet as SFNO" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "fno_model = SFNO(spectral_transform='sht', filter_type='linear', operator_type='vector', img_size=(nlat, nlon),\n", " num_layers=4, scale_factor=3, embed_dim=256).to(device)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Training the model" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def l2loss_sphere(solver, prd, tar, relative=False, polar_opt=0):\n", " loss = solver.integrate_grid((prd - tar)**2, dimensionless=True, polar_opt=polar_opt)\n", " if relative:\n", " loss = loss / solver.integrate_grid(tar**2, dimensionless=True, polar_opt=polar_opt)\n", " loss = torch.mean(loss)\n", " return loss\n", "\n", "def fluct_l2loss_sphere(solver, prd, tar, inp, relative=False, polar_opt=0):\n", " # compute the weighting factor first\n", " fluct = solver.integrate_grid((tar - inp)**2, dimensionless=True, polar_opt=polar_opt)\n", " weight = fluct / torch.sum(fluct, dim=-1, keepdim=True)\n", " # weight = weight.reshape(*weight.shape, 1, 1)\n", " \n", " loss = weight * solver.integrate_grid((prd - tar)**2, dimensionless=True, polar_opt=polar_opt)\n", " if relative:\n", " loss = loss / (weight * solver.integrate_grid(tar**2, dimensionless=True, polar_opt=polar_opt))\n", " loss = torch.mean(loss)\n", " return loss" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# training function\n", "def train_model(model, dataloader, optimizer, scheduler=None, nepochs=20, nfuture=0, num_examples=256, num_valid=8, loss='abs'):\n", "\n", " train_start = time.time()\n", "\n", " for epoch in range(nepochs):\n", "\n", " # time each epoch\n", " epoch_start = time.time()\n", "\n", " dataloader.dataset.set_initial_condition('random')\n", " dataloader.dataset.set_num_examples(num_examples)\n", "\n", " optimizer.zero_grad(set_to_none=True)\n", "\n", " # do the training\n", " acc_loss = 0\n", " model.train()\n", " for inp, tar in dataloader:\n", " with amp.autocast(enabled=enable_amp):\n", " prd = model(inp)\n", " for _ in range(nfuture):\n", " prd = model(prd)\n", " if loss == 'fluct':\n", " loss = fluct_l2loss_sphere(solver, prd, tar, inp, relative=False)\n", " else:\n", " loss = l2loss_sphere(solver, prd, tar, relative=False)\n", "\n", " acc_loss += loss.item() * inp.size(0)\n", "\n", " optimizer.zero_grad(set_to_none=True)\n", " # gscaler.scale(loss).backward()\n", " loss.backward()\n", " optimizer.step()\n", " # gscaler.update()\n", "\n", " if scheduler is not None:\n", " scheduler.step()\n", "\n", " acc_loss = acc_loss / len(dataloader.dataset)\n", "\n", " dataloader.dataset.set_initial_condition('random')\n", " dataloader.dataset.set_num_examples(num_valid)\n", "\n", " # perform validation\n", " valid_loss = 0\n", " model.eval()\n", " with torch.no_grad():\n", " for inp, tar in dataloader:\n", " prd = model(inp)\n", " for _ in range(nfuture):\n", " prd = model(prd)\n", " loss = l2loss_sphere(solver, prd, tar, relative=True)\n", "\n", " valid_loss += loss.item() * inp.size(0)\n", "\n", " valid_loss = valid_loss / len(dataloader.dataset)\n", "\n", " epoch_time = time.time() - epoch_start\n", "\n", " print(f'--------------------------------------------------------------------------------')\n", " print(f'Epoch {epoch} summary:')\n", " print(f'time taken: {epoch_time}')\n", " print(f'accumulated training loss: {acc_loss}')\n", " print(f'relative validation loss: {valid_loss}')\n", "\n", " train_time = time.time() - train_start\n", "\n", " print(f'--------------------------------------------------------------------------------')\n", " print(f'done. Training took {train_time}.')\n", " return valid_loss" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------------------------------------------\n", "Epoch 0 summary:\n", "time taken: 30.825364589691162\n", "accumulated training loss: 5.439302295446396\n", "relative validation loss: 0.13210569322109222\n", "--------------------------------------------------------------------------------\n", "Epoch 1 summary:\n", "time taken: 30.39898443222046\n", "accumulated training loss: 0.8498060624115169\n", "relative validation loss: 0.03401932492852211\n", "--------------------------------------------------------------------------------\n", "Epoch 2 summary:\n", "time taken: 30.443807125091553\n", "accumulated training loss: 0.40630032448098063\n", "relative validation loss: 0.03577224351465702\n", "--------------------------------------------------------------------------------\n", "Epoch 3 summary:\n", "time taken: 30.45613384246826\n", "accumulated training loss: 0.30990977259352803\n", "relative validation loss: 0.019765553064644337\n", "--------------------------------------------------------------------------------\n", "Epoch 4 summary:\n", "time taken: 30.48880124092102\n", "accumulated training loss: 0.29797512176446617\n", "relative validation loss: 0.021060331724584103\n", "--------------------------------------------------------------------------------\n", "Epoch 5 summary:\n", "time taken: 30.498986959457397\n", "accumulated training loss: 0.27152590942569077\n", "relative validation loss: 0.01450211089104414\n", "--------------------------------------------------------------------------------\n", "Epoch 6 summary:\n", "time taken: 30.520226001739502\n", "accumulated training loss: 0.30354532157070935\n", "relative validation loss: 0.018028884194791317\n", "--------------------------------------------------------------------------------\n", "Epoch 7 summary:\n", "time taken: 30.549214124679565\n", "accumulated training loss: 0.2658304281067103\n", "relative validation loss: 0.013333583250641823\n", "--------------------------------------------------------------------------------\n", "Epoch 8 summary:\n", "time taken: 30.61853003501892\n", "accumulated training loss: 0.279119974700734\n", "relative validation loss: 0.02243526093661785\n", "--------------------------------------------------------------------------------\n", "Epoch 9 summary:\n", "time taken: 30.516005039215088\n", "accumulated training loss: 0.2610177283640951\n", "relative validation loss: 0.01665592473000288\n", "--------------------------------------------------------------------------------\n", "done. Training took 305.316659450531.\n" ] }, { "data": { "text/plain": [ "0.01665592473000288" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# set seed\n", "torch.manual_seed(333)\n", "torch.cuda.manual_seed(333)\n", "\n", "optimizer = torch.optim.Adam(fno_model.parameters(), lr=3E-3, weight_decay=1E-3)\n", "gscaler = amp.GradScaler(enabled=enable_amp)\n", "train_model(fno_model, dataloader, optimizer, nepochs=10)\n", "\n", "# multistep training\n", "# learning_rate = 5e-4\n", "# optimizer = torch.optim.Adam(fno_model.parameters(), lr=learning_rate)\n", "# dataloader.dataset.nsteps = 2 * dt//dt_solver\n", "# train_model(fno_model, dataloader, optimizer, nepochs=10, nfuture=1)\n", "# dataloader.dataset.nsteps = 1 * dt//dt_solver" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dataloader.dataset.set_initial_condition('random')\n", "\n", "torch.manual_seed(0)\n", "\n", "with torch.inference_mode():\n", " inp, tar = next(iter(dataloader))\n", " out = fno_model(inp).detach()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(out[0, 1], fig, projection='3d', title='prediction')\n", "plt.colorbar(im)\n", "plt.show()\n", "\n", "fig = plt.figure()\n", "im = solver.plot_griddata(tar[0, 1], fig, projection='3d', title='target')\n", "plt.colorbar(im)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.6" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } } }, "nbformat": 4, "nbformat_minor": 2 }