diff --git a/tutorials/README.md b/tutorials/README.md
index 3129dd9b7..4ca229275 100644
--- a/tutorials/README.md
+++ b/tutorials/README.md
@@ -6,15 +6,19 @@ In this folder we collect useful tutorials in order to understand the principles
| Description | Tutorial |
|---------------|-----------|
-Introduction to PINA for Physics Informed Neural Networks training|[[.ipynb](tutorial1/tutorial.ipynb), [.py](tutorial1/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial1/tutorial.html)]|
+Introductory Tutorial: A Beginnerβs Guide to PINA|[[.ipynb](tutorial17/tutorial.ipynb), [.py](tutorial17/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial17/tutorial.html)]|
+How to build a `Problem` in PINA|[[.ipynb](tutorial16/tutorial.ipynb), [.py](tutorial16/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial16/tutorial.html)]|
+Introduction to Solver classes|[[.ipynb](tutorial18/tutorial.ipynb), [.py](tutorial18/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial18/tutorial.html)]|
+Introduction to `Trainer` class|[[.ipynb](tutorial11/tutorial.ipynb), [.py](tutorial11/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial11/tutorial.html)]|
+Data structure for SciML: `Tensor`, `LabelTensor`, `Data` and `Graph` |[[.ipynb](tutorial19/tutorial.ipynb), [.py](tutorial19/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial19/tutorial.html)]|
+Building geometries with `DomainInterface` class|[[.ipynb](tutorial6/tutorial.ipynb), [.py](tutorial6/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial6/tutorial.html)]|
Introduction to PINA `Equation` class|[[.ipynb](tutorial12/tutorial.ipynb), [.py](tutorial12/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial12/tutorial.html)]|
-PINA and PyTorch Lightning, training tips and visualizations|[[.ipynb](tutorial11/tutorial.ipynb), [.py](tutorial11/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial11/tutorial.html)]|
-Building custom geometries with PINA `Location` class|[[.ipynb](tutorial6/tutorial.ipynb), [.py](tutorial6/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial6/tutorial.html)]|
## Physics Informed Neural Networks
| Description | Tutorial |
|---------------|-----------|
+Introduction to Physics Informed Neural Networks training|[[.ipynb](tutorial1/tutorial.ipynb), [.py](tutorial1/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial1/tutorial.html)]|
Two dimensional Poisson problem using Extra Features Learning |[[.ipynb](tutorial2/tutorial.ipynb), [.py](tutorial2/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial2/tutorial.html)]|
Two dimensional Wave problem with hard constraint |[[.ipynb](tutorial3/tutorial.ipynb), [.py](tutorial3/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial3/tutorial.html)]|
Resolution of a 2D Poisson inverse problem |[[.ipynb](tutorial7/tutorial.ipynb), [.py](tutorial7/tutorial.py), [.html](http://mathlab.github.io/PINA/_rst/tutorials/tutorial7/tutorial.html)]|
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diff --git a/tutorials/tutorial1/tutorial.ipynb b/tutorials/tutorial1/tutorial.ipynb
index f92dc4d6c..8b489738c 100644
--- a/tutorials/tutorial1/tutorial.ipynb
+++ b/tutorials/tutorial1/tutorial.ipynb
@@ -6,9 +6,11 @@
"id": "6f71ca5c",
"metadata": {},
"source": [
- "# Tutorial: Physics Informed Neural Networks on PINA\n",
+ "# Tutorial: Introduction to Physics Informed Neural Networks training\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial1/tutorial.ipynb)\n",
"\n",
- "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial1/tutorial.ipynb)\n"
+ "> ##### β οΈ ***Before starting:***\n",
+ "> We assume you are already familiar with the concepts covered in the [Getting started with PINA](https://mathlab.github.io/PINA/_tutorial.html#getting-started-with-pina) tutorials. If not, we strongly recommend reviewing them before exploring this advanced topic.\n"
]
},
{
@@ -17,71 +19,15 @@
"id": "ef4949c9",
"metadata": {},
"source": [
- "In this tutorial, we will demonstrate a typical use case of **PINA** on a toy problem, following the standard API procedure. \n",
+ "In this tutorial, we will demonstrate a typical use case of **PINA** for Physics Informed Neural Network (PINN) training. We will cover the basics of training a PINN with PINA, if you want to go further into PINNs look at our dedicated [tutorials](https://mathlab.github.io/PINA/_tutorial.html#physics-informed-neural-networks) on the topic.\n",
"\n",
- "
\n",
- " \n",
- "
\n",
- "\n",
- "Specifically, the tutorial aims to introduce the following topics:\n",
- "\n",
- "* Explaining how to build **PINA** Problems,\n",
- "* Showing how to generate data for `PINN` training\n",
- "\n",
- "These are the two main steps needed **before** starting the modelling optimization (choose model and solver, and train). We will show each step in detail, and at the end, we will solve a simple Ordinary Differential Equation (ODE) problem using the `PINN` solver."
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "cf9c96e3",
- "metadata": {},
- "source": [
- "## Build a PINA problem"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "id": "8a819659",
- "metadata": {},
- "source": [
- "Problem definition in the **PINA** framework is done by building a python `class`, which inherits from one or more problem classes (`SpatialProblem`, `TimeDependentProblem`, `ParametricProblem`, ...) depending on the nature of the problem. Below is an example:\n",
- "### Simple Ordinary Differential Equation\n",
- "Consider the following:\n",
- "\n",
- "$$\n",
- "\\begin{equation}\n",
- "\\begin{cases}\n",
- "\\frac{d}{dx}u(x) &= u(x) \\quad x\\in(0,1)\\\\\n",
- "u(x=0) &= 1 \\\\\n",
- "\\end{cases}\n",
- "\\end{equation}\n",
- "$$\n",
- "\n",
- "with the analytical solution $u(x) = e^x$. In this case, our ODE depends only on the spatial variable $x\\in(0,1)$ , meaning that our `Problem` class is going to be inherited from the `SpatialProblem` class:\n",
- "\n",
- "```python\n",
- "from pina.problem import SpatialProblem\n",
- "from pina.domain import CartesianProblem\n",
- "\n",
- "class SimpleODE(SpatialProblem):\n",
- " \n",
- " output_variables = ['u']\n",
- " spatial_domain = CartesianProblem({'x': [0, 1]})\n",
- "\n",
- " # other stuff ...\n",
- "```\n",
- "\n",
- "Notice that we define `output_variables` as a list of symbols, indicating the output variables of our equation (in this case only $u$), this is done because in **PINA** the `torch.Tensor`s are labelled, allowing the user maximal flexibility for the manipulation of the tensor. The `spatial_domain` variable indicates where the sample points are going to be sampled in the domain, in this case $x\\in[0,1]$.\n",
- "\n",
- "What if our equation is also time-dependent? In this case, our `class` will inherit from both `SpatialProblem` and `TimeDependentProblem`:\n"
+ "Let's start by importing the useful modules:"
]
},
{
"cell_type": "code",
- "execution_count": null,
- "id": "2373a925",
+ "execution_count": 1,
+ "id": "86478a84",
"metadata": {},
"outputs": [],
"source": [
@@ -96,75 +42,63 @@
" !pip install \"pina-mathlab\"\n",
"\n",
"import warnings\n",
+ "import torch\n",
+ "import matplotlib.pyplot as plt\n",
"\n",
- "from pina.problem import SpatialProblem, TimeDependentProblem\n",
+ "from pina import Trainer, Condition\n",
+ "from pina.problem import SpatialProblem\n",
+ "from pina.operator import grad\n",
+ "from pina.solver import PINN\n",
+ "from pina.model import FeedForward\n",
+ "from pina.optim import TorchOptimizer\n",
"from pina.domain import CartesianDomain\n",
+ "from pina.callback import MetricTracker\n",
+ "from pina.equation import Equation, FixedValue\n",
"\n",
- "warnings.filterwarnings(\"ignore\")\n",
- "\n",
- "\n",
- "class TimeSpaceODE(SpatialProblem, TimeDependentProblem):\n",
- "\n",
- " output_variables = [\"u\"]\n",
- " spatial_domain = CartesianDomain({\"x\": [0, 1]})\n",
- " temporal_domain = CartesianDomain({\"t\": [0, 1]})\n",
- "\n",
- " # other stuff ..."
+ "warnings.filterwarnings(\"ignore\")"
]
},
{
"attachments": {},
"cell_type": "markdown",
- "id": "ad8566b8",
+ "id": "cf9c96e3",
"metadata": {},
"source": [
- "where we have included the `temporal_domain` variable, indicating the time domain wanted for the solution.\n",
- "\n",
- "In summary, using **PINA**, we can initialize a problem with a class which inherits from different base classes: `SpatialProblem`, `TimeDependentProblem`, `ParametricProblem`, and so on depending on the type of problem we are considering. Here are some examples (more on the official documentation):\n",
- "* ``SpatialProblem`` $\\rightarrow$ a differential equation with spatial variable(s) ``spatial_domain``\n",
- "* ``TimeDependentProblem`` $\\rightarrow$ a time-dependent differential equation with temporal variable(s) ``temporal_domain``\n",
- "* ``ParametricProblem`` $\\rightarrow$ a parametrized differential equation with parametric variable(s) ``parameter_domain``\n",
- "* ``AbstractProblem`` $\\rightarrow$ any **PINA** problem inherits from here"
+ "## Build the problem"
]
},
{
"attachments": {},
"cell_type": "markdown",
- "id": "592a4c43",
+ "id": "8a819659",
"metadata": {},
"source": [
- "### Write the problem class\n",
+ "We will use a simple Ordinary Differential Equation as pedagogical example:\n",
+ "\n",
+ "$$\n",
+ "\\begin{equation}\n",
+ "\\begin{cases}\n",
+ "\\frac{d}{dx}u(x) &= u(x) \\quad x\\in(0,1)\\\\\n",
+ "u(x=0) &= 1 \\\\\n",
+ "\\end{cases}\n",
+ "\\end{equation}\n",
+ "$$\n",
"\n",
- "Once the `Problem` class is initialized, we need to represent the differential equation in **PINA**. In order to do this, we need to load the **PINA** operators from `pina.operator` module. Again, we'll consider Equation (1) and represent it in **PINA**:"
+ "with the analytical solution $u(x) = e^x$. \n",
+ "\n",
+ "The PINA problem is easly written as:"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"id": "f2608e2e",
"metadata": {},
"outputs": [],
"source": [
- "import torch\n",
- "import matplotlib.pyplot as plt\n",
- "\n",
- "from pina.problem import SpatialProblem\n",
- "from pina.operator import grad\n",
- "from pina import Condition\n",
- "from pina.domain import CartesianDomain\n",
- "from pina.equation import Equation, FixedValue\n",
- "\n",
- "\n",
- "# defining the ode equation\n",
"def ode_equation(input_, output_):\n",
- "\n",
- " # computing the derivative\n",
" u_x = grad(output_, input_, components=[\"u\"], d=[\"x\"])\n",
- "\n",
- " # extracting the u input variable\n",
" u = output_.extract([\"u\"])\n",
- "\n",
- " # calculate the residual and return it\n",
" return u_x - u\n",
"\n",
"\n",
@@ -178,13 +112,11 @@
" \"D\": CartesianDomain({\"x\": [0, 1]}),\n",
" }\n",
"\n",
- " # conditions to hold\n",
" conditions = {\n",
" \"bound_cond\": Condition(domain=\"x0\", equation=FixedValue(1.0)),\n",
" \"phys_cond\": Condition(domain=\"D\", equation=Equation(ode_equation)),\n",
" }\n",
"\n",
- " # defining the true solution\n",
" def solution(self, pts):\n",
" return torch.exp(pts.extract([\"x\"]))\n",
"\n",
@@ -198,11 +130,19 @@
"id": "7cf64d01",
"metadata": {},
"source": [
- "After we define the `Problem` class, we need to write different class methods, where each method is a function returning a residual. These functions are the ones minimized during PINN optimization, given the initial conditions. For example, in the domain $[0,1]$, the ODE equation (`ode_equation`) must be satisfied. We represent this by returning the difference between subtracting the variable `u` from its gradient (the residual), which we hope to minimize to 0. This is done for all conditions. Notice that we do not pass directly a `python` function, but an `Equation` object, which is initialized with the `python` function. This is done so that all the computations and internal checks are done inside **PINA**.\n",
- "\n",
- "Once we have defined the function, we need to tell the neural network where these methods are to be applied. To do so, we use the `Condition` class. In the `Condition` class, we pass the location points and the equation we want minimized on those points (other possibilities are allowed, see the documentation for reference).\n",
- "\n",
- "Finally, it's possible to define a `solution` function, which can be useful if we want to plot the results and see how the real solution compares to the expected (true) solution. Notice that the `solution` function is a method of the `PINN` class, but it is not mandatory for problem definition.\n"
+ "We are going to use latin hypercube points for sampling. We need to sample in all the conditions domains. In our case we sample in domain `D` and `x0`:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "622f705c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# sampling for training\n",
+ "problem.discretise_domain(1, \"lh\", domains=[\"x0\"])\n",
+ "problem.discretise_domain(20, \"lh\", domains=[\"D\"])"
]
},
{
@@ -218,7 +158,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 4,
"id": "09ce5c3a",
"metadata": {},
"outputs": [],
@@ -244,7 +184,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"id": "329962b6",
"metadata": {},
"outputs": [],
@@ -254,53 +194,6 @@
"problem.discretise_domain(20, \"lh\", domains=[\"D\"])"
]
},
- {
- "cell_type": "markdown",
- "id": "ca2ac5c2",
- "metadata": {},
- "source": [
- "The points are saved in a python `dict`, and can be accessed by calling the attribute `input_pts` of the problem "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "d6ed9aaf",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Input points: {'x0': LabelTensor([[0.]]), 'D': LabelTensor([[0.3097],\n",
- " [0.9524],\n",
- " [0.6227],\n",
- " [0.9200],\n",
- " [0.1549],\n",
- " [0.8729],\n",
- " [0.8064],\n",
- " [0.3929],\n",
- " [0.1100],\n",
- " [0.4493],\n",
- " [0.2909],\n",
- " [0.6947],\n",
- " [0.0141],\n",
- " [0.4516],\n",
- " [0.5632],\n",
- " [0.5328],\n",
- " [0.7851],\n",
- " [0.0829],\n",
- " [0.7144],\n",
- " [0.2229]])}\n",
- "Input points labels: ['x']\n"
- ]
- }
- ],
- "source": [
- "print(\"Input points:\", problem.discretised_domains)\n",
- "print(\"Input points labels:\", problem.discretised_domains[\"D\"].labels)"
- ]
- },
{
"cell_type": "markdown",
"id": "669e8534",
@@ -311,23 +204,13 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"id": "3802e22a",
"metadata": {},
"outputs": [
{
"data": {
- "text/plain": [
- ""
- ]
- },
- "execution_count": 25,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -342,7 +225,7 @@
" problem.input_pts[location].extract(problem.spatial_variables).flatten()\n",
" )\n",
" plt.scatter(coords, torch.zeros_like(coords), s=10, label=location)\n",
- "plt.legend()"
+ "_=plt.legend()"
]
},
{
@@ -351,7 +234,7 @@
"id": "22e502dd",
"metadata": {},
"source": [
- "## Perform a small training"
+ "## Easily solve a Physics Problem with three step pipeline"
]
},
{
@@ -360,14 +243,77 @@
"id": "075f43f5",
"metadata": {},
"source": [
- "Once we have defined the problem and generated the data we can start the modelling. Here we will choose a `FeedForward` neural network available in `pina.model`, and we will train using the `PINN` solver from `pina.solver`. We highlight that this training is fairly simple, for more advanced stuff consider the tutorials in the ***Physics Informed Neural Networks*** section of ***Tutorials***. For training we use the `Trainer` class from `pina.trainer`. Here we show a very short training and some method for plotting the results. Notice that by default all relevant metrics (e.g. MSE error during training) are going to be tracked using a `lightning` logger, by default `CSVLogger`. If you want to track the metric by yourself without a logger, use `pina.callback.MetricTracker`."
+ "Once the problem is defined and the data is generated, we can move on to modeling. This process consists of three key steps:\n",
+ "\n",
+ "**Choosing a Model**\n",
+ "- Select a neural network architecture. You can use the model we provide in the `pina.model` module (see [here](https://mathlab.github.io/PINA/_rst/_code.html#models) for a full list), or define a custom PyTorch module (more on this [here](https://pytorch.org/docs/stable/notes/modules.html)).\n",
+ "\n",
+ "**Choosing a PINN Solver & Defining the Trainer**\n",
+ "* Use a Physics Informed solver from `pina.solver` module to solve the problem using the specified model. We have already implemented most State-Of-The-Arte solvers for you, [have a look](https://mathlab.github.io/PINA/_rst/_code.html#solvers) if interested. Today we will use the standard `PINN` solver.\n",
+ "\n",
+ "**Training**\n",
+ "* Train the model with the [`Trainer`](https://mathlab.github.io/PINA/_rst/trainer.html) class. The Trainer class provides powerful features to enhance model accuracy, optimize training time and memory, and simplify logging and visualization, thanks to PyTorch Lightning's excellent work, see [our dedicated tutorial](https://mathlab.github.io/PINA/tutorial11/tutorial.html) for further details. By default, training metrics (e.g., MSE error) are logged using a lightning logger (CSVLogger). If you prefer manual tracking, use `pina.callback.MetricTracker`.\n",
+ "\n",
+ "Let's cover all steps one by one!\n",
+ "\n",
+ "First we build the model, in this case a FeedForward neural network, with two layers of size 10 and hyperbolic tangent activation:"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 7,
"id": "3bb4dc9b",
"metadata": {},
+ "outputs": [],
+ "source": [
+ "# build the model\n",
+ "model = FeedForward(\n",
+ " layers=[10, 10],\n",
+ " func=torch.nn.Tanh,\n",
+ " output_dimensions=len(problem.output_variables),\n",
+ " input_dimensions=len(problem.input_variables),\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c3b92328",
+ "metadata": {},
+ "source": [
+ "Then we build the solver. The Physics-Informed Neural Network (`PINN`) solver class needs to be initialised with a `model` and a specific `problem` to be solved. They also take extra arguments, as the optimizer, scheduler, loss type and weighting for the different conditions which are all set to their defualt values.\n",
+ "\n",
+ ">##### π‘***Bonus tip:***\n",
+ "> All physics solvers in PINA can handle both forward and inverse problems without requiring any changes to the model or solver structure! See [our tutorial](https://mathlab.github.io/PINA/tutorial7/tutorial.html) of inverse problems for more infos."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "f5127744",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# create the PINN object with RAdam Optimizer, notice that Optimizer need to\n",
+ "# be wrapped with the pina.optim.TorchOptimizer class\n",
+ "pinn = PINN(problem, model, TorchOptimizer(torch.optim.RAdam, lr=0.005))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c5d877cc",
+ "metadata": {},
+ "source": [
+ "Finally, we train the model using the Trainer API. The trainer offers various options to customize your training, refer to the official documentation for details. Here, we highlight the `MetricTracker` from `pina.callback`, which helps track metrics during training. In order to train just call the `.train()` method.\n",
+ "\n",
+ "> ##### β οΈ ***Important Note:***\n",
+ "> In PINA you can log metrics in different ways. The simplest approach is to use the `MetricTraker` class from `pina.callbacks` as we will see today. However, expecially when we need to train multiple times to get an average of the loss across multiple runs, we suggest to use `lightning.pytorch.loggers` (see [here](https://lightning.ai/docs/pytorch/stable/extensions/logging.html) for reference).\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "582a843e",
+ "metadata": {},
"outputs": [
{
"name": "stderr",
@@ -379,11 +325,18 @@
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1499: 100%|ββββββββββ| 1/1 [00:00<00:00, 149.92it/s, v_num=0, bound_cond_loss=1.52e-8, phys_cond_loss=7.68e-6, train_loss=7.69e-6] "
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "80c2ef11b8534949abcc7a01b36f1094",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
@@ -391,45 +344,21 @@
"text": [
"`Trainer.fit` stopped: `max_epochs=1500` reached.\n"
]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1499: 100%|ββββββββββ| 1/1 [00:00<00:00, 100.10it/s, v_num=0, bound_cond_loss=1.52e-8, phys_cond_loss=7.68e-6, train_loss=7.69e-6]\n"
- ]
}
],
"source": [
- "from pina import Trainer\n",
- "from pina.solver import PINN\n",
- "from pina.model import FeedForward\n",
- "from lightning.pytorch.loggers import TensorBoardLogger\n",
- "from pina.optim import TorchOptimizer\n",
- "\n",
- "\n",
- "# build the model\n",
- "model = FeedForward(\n",
- " layers=[10, 10],\n",
- " func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
- ")\n",
- "\n",
- "# create the PINN object\n",
- "pinn = PINN(problem, model, TorchOptimizer(torch.optim.Adam, lr=0.005))\n",
- "\n",
"# create the trainer\n",
"trainer = Trainer(\n",
- " solver=pinn,\n",
- " max_epochs=1500,\n",
- " logger=TensorBoardLogger(\"tutorial_logs\"),\n",
- " accelerator=\"cpu\",\n",
- " train_size=1.0,\n",
- " test_size=0.0,\n",
- " val_size=0.0,\n",
- " enable_model_summary=False,\n",
- ") # we train on CPU and avoid model summary at beginning of training (optional)\n",
+ " solver=pinn, # The PINN solver to be used for training\n",
+ " max_epochs=1500, # Maximum number of training epochs\n",
+ " logger=True, # Enables logging (default logger is CSVLogger)\n",
+ " callbacks=[MetricTracker()], # Tracks training metrics using MetricTracker\n",
+ " accelerator=\"cpu\", # Specifies the computing device (\"cpu\", \"gpu\", ...)\n",
+ " train_size=1.0, # Fraction of the dataset used for training (100%)\n",
+ " test_size=0.0, # Fraction of the dataset used for testing (0%)\n",
+ " val_size=0.0, # Fraction of the dataset used for validation (0%)\n",
+ " enable_model_summary=False, # Disables model summary printing\n",
+ ")\n",
"\n",
"# train\n",
"trainer.train()"
@@ -445,19 +374,19 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 10,
"id": "f5fbf362",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'bound_cond_loss': tensor(1.5208e-08),\n",
- " 'phys_cond_loss': tensor(7.6781e-06),\n",
- " 'train_loss': tensor(7.6933e-06)}"
+ "{'bound_cond_loss': tensor(8.7332e-08),\n",
+ " 'phys_cond_loss': tensor(4.1401e-05),\n",
+ " 'train_loss': tensor(4.1489e-05)}"
]
},
- "execution_count": 27,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -477,25 +406,15 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 11,
"id": "ffbf0d5e",
"metadata": {},
"outputs": [
{
"data": {
+ "image/png": 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",
"text/plain": [
- ""
- ]
- },
- "execution_count": 28,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -506,10 +425,10 @@
"pts = pinn.problem.spatial_domain.sample(256, \"grid\", variables=\"x\")\n",
"predicted_output = pinn.forward(pts).extract(\"u\").tensor.detach()\n",
"true_output = pinn.problem.solution(pts).detach()\n",
- "fig, ax = plt.subplots(nrows=1, ncols=1, figsize=(8, 8))\n",
+ "fig, ax = plt.subplots(nrows=1, ncols=1)\n",
"ax.plot(pts.extract([\"x\"]), predicted_output, label=\"Neural Network solution\")\n",
"ax.plot(pts.extract([\"x\"]), true_output, label=\"True solution\")\n",
- "plt.legend()"
+ "_=plt.legend()"
]
},
{
@@ -517,120 +436,18 @@
"id": "bf47b98a",
"metadata": {},
"source": [
- "The solution is overlapped with the actual one, and they are barely indistinguishable. We can also take a look at the loss using `TensorBoard`:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "fcac93e4",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "\n",
- "To load TensorBoard run load_ext tensorboard on your terminal\n",
- "To visualize the loss you can run tensorboard --logdir 'tutorial_logs' on your terminal\n",
- "\n",
- "The tensorboard extension is already loaded. To reload it, use:\n",
- " %reload_ext tensorboard\n"
- ]
- },
- {
- "data": {
- "text/plain": [
- "Reusing TensorBoard on port 6007 (pid 55149), started 0:00:03 ago. (Use '!kill 55149' to kill it.)"
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
- "text/html": [
- "\n",
- " \n",
- " \n",
- " "
- ],
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "print(\"\\nTo load TensorBoard run load_ext tensorboard on your terminal\")\n",
- "print(\n",
- " \"To visualize the loss you can run tensorboard --logdir 'tutorial_logs' on your terminal\\n\"\n",
- ")\n",
- "# # uncomment for running tensorboard\n",
- "# %load_ext tensorboard\n",
- "# %tensorboard --logdir=tutorial_logs"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "58172899",
- "metadata": {},
- "source": [
- "As we can see the loss has not reached a minimum, suggesting that we could train for longer! Alternatively, we can also take look at the loss using callbacks. Here we use `MetricTracker` from `pina.callback`:"
+ "The solution is overlapped with the actual one, and they are barely indistinguishable. We can also visualize the loss during training using the `MetricTracker`:"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 12,
"id": "03398692",
"metadata": {},
"outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "GPU available: True (mps), used: False\n",
- "TPU available: False, using: 0 TPU cores\n",
- "HPU available: False, using: 0 HPUs\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1499: 100%|ββββββββββ| 1/1 [00:00<00:00, 211.36it/s, v_num=0, bound_cond_loss=3.6e-8, phys_cond_loss=2.13e-5, train_loss=2.13e-5] "
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "`Trainer.fit` stopped: `max_epochs=1500` reached.\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1499: 100%|ββββββββββ| 1/1 [00:00<00:00, 134.97it/s, v_num=0, bound_cond_loss=3.6e-8, phys_cond_loss=2.13e-5, train_loss=2.13e-5]\n"
- ]
- },
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -640,39 +457,8 @@
}
],
"source": [
- "from pina.callback import MetricTracker\n",
- "\n",
- "# create the model\n",
- "newmodel = FeedForward(\n",
- " layers=[10, 10],\n",
- " func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
- ")\n",
- "\n",
- "# create the PINN object\n",
- "newpinn = PINN(\n",
- " problem, newmodel, optimizer=TorchOptimizer(torch.optim.Adam, lr=0.005)\n",
- ")\n",
- "\n",
- "# create the trainer\n",
- "newtrainer = Trainer(\n",
- " solver=newpinn,\n",
- " max_epochs=1500,\n",
- " logger=True, # enable parameter logging\n",
- " callbacks=[MetricTracker()],\n",
- " accelerator=\"cpu\",\n",
- " train_size=1.0,\n",
- " test_size=0.0,\n",
- " val_size=0.0,\n",
- " enable_model_summary=False,\n",
- ") # we train on CPU and avoid model summary at beginning of training (optional)\n",
- "\n",
- "# train\n",
- "newtrainer.train()\n",
- "\n",
"# plot loss\n",
- "trainer_metrics = newtrainer.callbacks[0].metrics\n",
+ "trainer_metrics = trainer.callbacks[0].metrics\n",
"loss = trainer_metrics[\"train_loss\"]\n",
"epochs = range(len(loss))\n",
"plt.plot(epochs, loss.cpu())\n",
@@ -689,15 +475,17 @@
"source": [
"## What's next?\n",
"\n",
- "Congratulations on completing the introductory tutorial of **PINA**! There are several directions you can go now:\n",
+ "Congratulations on completing the introductory tutorial on Physics-Informed Training! Now, you can explore several exciting directions:\n",
+ "\n",
+ "1. Experiment with Training Duration & Network Architecture\n",
"\n",
- "1. Train the network for longer or with different layer sizes and assert the finaly accuracy\n",
+ "2. Explore other models available in `pina.model` or design a custom PyTorch module.\n",
"\n",
- "2. Train the network using other types of models (see `pina.model`)\n",
+ "3. Run training on a GPU and compare speed improvements.\n",
"\n",
- "3. GPU training and speed benchmarking\n",
+ "4. Test various solvers to evaluate their performance on different problems.\n",
"\n",
- "4. Many more..."
+ "5. Much more ..."
]
}
],
diff --git a/tutorials/tutorial11/logging.png b/tutorials/tutorial11/logging.png
index c4b421e19..f084a06e0 100644
Binary files a/tutorials/tutorial11/logging.png and b/tutorials/tutorial11/logging.png differ
diff --git a/tutorials/tutorial11/tutorial.ipynb b/tutorials/tutorial11/tutorial.ipynb
index b9acb6d0c..b3c418eaa 100644
--- a/tutorials/tutorial11/tutorial.ipynb
+++ b/tutorials/tutorial11/tutorial.ipynb
@@ -4,22 +4,23 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Tutorial: PINA and PyTorch Lightning, training tips and visualizations \n",
- "\n",
+ "# Tutorial: Introduction to `Trainer` class\n",
"[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial11/tutorial.ipynb)\n",
"\n",
"In this tutorial, we will delve deeper into the functionality of the `Trainer` class, which serves as the cornerstone for training **PINA** [Solvers](https://mathlab.github.io/PINA/_rst/_code.html#solvers). \n",
"\n",
"The `Trainer` class offers a plethora of features aimed at improving model accuracy, reducing training time and memory usage, facilitating logging visualization, and more thanks to the amazing job done by the PyTorch Lightning team!\n",
"\n",
- "Our leading example will revolve around solving the `SimpleODE` problem, as outlined in the [*Introduction to PINA for Physics Informed Neural Networks training*](https://github.com/mathLab/PINA/blob/master/tutorials/tutorial1/tutorial.ipynb). If you haven't already explored it, we highly recommend doing so before diving into this tutorial.\n",
+ "Our leading example will revolve around solving a simple regression problem where we want to approximate the following function with a Neural Net model $\\mathcal{M}_{\\theta}$:\n",
+ "$$y = x^3$$\n",
+ "by having only a set of $20$ observations $\\{x_i, y_i\\}_{i=1}^{20}$, with $x_i \\sim\\mathcal{U}[-3, 3]\\;\\;\\forall i\\in(1,\\dots,20)$.\n",
"\n",
- "Let's start by importing useful modules, define the `SimpleODE` problem and the `PINN` solver."
+ "Let's start by importing useful modules!"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -35,13 +36,10 @@
"import torch\n",
"import warnings\n",
"\n",
- "from pina import Condition, Trainer\n",
- "from pina.solver import PINN\n",
+ "from pina import Trainer\n",
+ "from pina.solver import SupervisedSolver\n",
"from pina.model import FeedForward\n",
- "from pina.problem import SpatialProblem\n",
- "from pina.operator import grad\n",
- "from pina.domain import CartesianDomain\n",
- "from pina.equation import Equation, FixedValue\n",
+ "from pina.problem.zoo import SupervisedProblem\n",
"\n",
"warnings.filterwarnings(\"ignore\")"
]
@@ -59,55 +57,22 @@
"metadata": {},
"outputs": [],
"source": [
- "# defining the ode equation\n",
- "def ode_equation(input_, output_):\n",
- "\n",
- " # computing the derivative\n",
- " u_x = grad(output_, input_, components=[\"u\"], d=[\"x\"])\n",
- "\n",
- " # extracting the u input variable\n",
- " u = output_.extract([\"u\"])\n",
- "\n",
- " # calculate the residual and return it\n",
- " return u_x - u\n",
- "\n",
- "\n",
- "class SimpleODE(SpatialProblem):\n",
- "\n",
- " output_variables = [\"u\"]\n",
- " spatial_domain = CartesianDomain({\"x\": [0, 1]})\n",
- "\n",
- " domains = {\n",
- " \"x0\": CartesianDomain({\"x\": 0.0}),\n",
- " \"D\": CartesianDomain({\"x\": [0, 1]}),\n",
- " }\n",
- "\n",
- " # conditions to hold\n",
- " conditions = {\n",
- " \"bound_cond\": Condition(domain=\"x0\", equation=FixedValue(1.0)),\n",
- " \"phys_cond\": Condition(domain=\"D\", equation=Equation(ode_equation)),\n",
- " }\n",
- "\n",
- " # defining the true solution\n",
- " def solution(self, pts):\n",
- " return torch.exp(pts.extract([\"x\"]))\n",
- "\n",
+ "# defining the problem\n",
+ "x_train = torch.empty((20, 1)).uniform_(-3, 3)\n",
+ "y_train = x_train.pow(3) + 3 * torch.randn_like(x_train)\n",
"\n",
- "# sampling for training\n",
- "problem = SimpleODE()\n",
- "problem.discretise_domain(1, \"random\", domains=[\"x0\"])\n",
- "problem.discretise_domain(20, \"lh\", domains=[\"D\"])\n",
+ "problem = SupervisedProblem(x_train, y_train)\n",
"\n",
"# build the model\n",
"model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
")\n",
"\n",
- "# create the PINN object\n",
- "pinn = PINN(problem, model)"
+ "# create the SupervisedSolver object\n",
+ "solver = SupervisedSolver(problem, model, use_lt=False)"
]
},
{
@@ -115,7 +80,7 @@
"metadata": {},
"source": [
"Till now we just followed the extact step of the previous tutorials. The `Trainer` object\n",
- "can be initialized by simiply passing the `PINN` solver"
+ "can be initialized by simiply passing the `SupervisedSolver` solver"
]
},
{
@@ -134,7 +99,7 @@
}
],
"source": [
- "trainer = Trainer(solver=pinn)"
+ "trainer = Trainer(solver=solver)"
]
},
{
@@ -143,18 +108,13 @@
"source": [
"## Trainer Accelerator\n",
"\n",
- "When creating the trainer, **by defualt** the `Trainer` will choose the most performing `accelerator` for training which is available in your system, ranked as follow:\n",
+ "When creating the `Trainer`, **by default** the most performing `accelerator` for training which is available in your system will be chosen, ranked as follows:\n",
"1. [TPU](https://cloud.google.com/tpu/docs/intro-to-tpu)\n",
"2. [IPU](https://www.graphcore.ai/products/ipu)\n",
"3. [HPU](https://habana.ai/)\n",
"4. [GPU](https://www.intel.com/content/www/us/en/products/docs/processors/what-is-a-gpu.html#:~:text=What%20does%20GPU%20stand%20for,video%20editing%2C%20and%20gaming%20applications) or [MPS](https://developer.apple.com/metal/pytorch/)\n",
- "5. CPU"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
+ "5. CPU\n",
+ "\n",
"For setting manually the `accelerator` run:\n",
"\n",
"* `accelerator = {'gpu', 'cpu', 'hpu', 'mps', 'cpu', 'ipu'}` sets the accelerator to a specific one"
@@ -162,7 +122,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -176,14 +136,14 @@
}
],
"source": [
- "trainer = Trainer(solver=pinn, accelerator=\"cpu\")"
+ "trainer = Trainer(solver=solver, accelerator=\"cpu\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "as you can see, even if in the used system `GPU` is available, it is not used since we set `accelerator='cpu'`."
+ "As you can see, even if a `GPU` is available on the system, it is not used since we set `accelerator='cpu'`."
]
},
{
@@ -192,16 +152,16 @@
"source": [
"## Trainer Logging\n",
"\n",
- "In **PINA** you can log metrics in different ways. The simplest approach is to use the `MetricTraker` class from `pina.callbacks` as seen in the [*Introduction to PINA for Physics Informed Neural Networks training*](https://github.com/mathLab/PINA/blob/master/tutorials/tutorial1/tutorial.ipynb) tutorial.\n",
+ "In **PINA** you can log metrics in different ways. The simplest approach is to use the `MetricTracker` class from `pina.callbacks`, as seen in the [*Introduction to Physics Informed Neural Networks training*](https://github.com/mathLab/PINA/blob/master/tutorials/tutorial1/tutorial.ipynb) tutorial.\n",
"\n",
- "However, expecially when we need to train multiple times to get an average of the loss across multiple runs, `pytorch_lightning.loggers` might be useful. Here we will use `TensorBoardLogger` (more on [logging](https://lightning.ai/docs/pytorch/stable/extensions/logging.html) here), but you can choose the one you prefer (or make your own one).\n",
+ "However, especially when we need to train multiple times to get an average of the loss across multiple runs, `lightning.pytorch.loggers` might be useful. Here we will use `TensorBoardLogger` (more on [logging](https://lightning.ai/docs/pytorch/stable/extensions/logging.html) here), but you can choose the one you prefer (or make your own one).\n",
"\n",
- "We will now import `TensorBoardLogger`, do three runs of training and then visualize the results. Notice we set `enable_model_summary=False` to avoid model summary specifications (e.g. number of parameters), set it to true if needed.\n"
+ "We will now import `TensorBoardLogger`, do three runs of training, and then visualize the results. Notice we set `enable_model_summary=False` to avoid model summary specifications (e.g. number of parameters); set it to `True` if needed."
]
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -209,113 +169,108 @@
"output_type": "stream",
"text": [
"GPU available: True (mps), used: False\n",
- "TPU available: False, using: 0 TPU cores\n",
- "HPU available: False, using: 0 HPUs\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 233.15it/s, v_num=0, bound_cond_loss=1.22e-5, phys_cond_loss=0.000517, train_loss=0.000529]"
+ "TPU available: False, using: 0 TPU cores\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "`Trainer.fit` stopped: `max_epochs=1000` reached.\n"
+ "HPU available: False, using: 0 HPUs\n"
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 137.95it/s, v_num=0, bound_cond_loss=1.22e-5, phys_cond_loss=0.000517, train_loss=0.000529]\n"
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "775a2d088e304b2589631b176c9e99e2",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
+ "`Trainer.fit` stopped: `max_epochs=100` reached.\n",
"GPU available: True (mps), used: False\n",
"TPU available: False, using: 0 TPU cores\n",
"HPU available: False, using: 0 HPUs\n"
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 248.63it/s, v_num=1, bound_cond_loss=2.29e-5, phys_cond_loss=0.00106, train_loss=0.00108] "
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "`Trainer.fit` stopped: `max_epochs=1000` reached.\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 149.06it/s, v_num=1, bound_cond_loss=2.29e-5, phys_cond_loss=0.00106, train_loss=0.00108]\n"
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "d858dc0a31214f5f86aae78823525b56",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
+ "`Trainer.fit` stopped: `max_epochs=100` reached.\n",
"GPU available: True (mps), used: False\n",
"TPU available: False, using: 0 TPU cores\n",
"HPU available: False, using: 0 HPUs\n"
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 254.65it/s, v_num=2, bound_cond_loss=0.00029, phys_cond_loss=0.00253, train_loss=0.00282] "
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "739bf2009f7a48a1b59b7df695276672",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "`Trainer.fit` stopped: `max_epochs=1000` reached.\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 150.72it/s, v_num=2, bound_cond_loss=0.00029, phys_cond_loss=0.00253, train_loss=0.00282]\n"
+ "`Trainer.fit` stopped: `max_epochs=100` reached.\n"
]
}
],
"source": [
"from lightning.pytorch.loggers import TensorBoardLogger\n",
"\n",
- "# three run of training, by default it trains for 1000 epochs\n",
+ "# three run of training, by default it trains for 1000 epochs, we set the max to 100\n",
"# we reinitialize the model each time otherwise the same parameters will be optimized\n",
"for _ in range(3):\n",
" model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
" )\n",
- " pinn = PINN(problem, model)\n",
+ " solver = SupervisedSolver(problem, model, use_lt=False)\n",
" trainer = Trainer(\n",
- " solver=pinn,\n",
+ " solver=solver,\n",
" accelerator=\"cpu\",\n",
" logger=TensorBoardLogger(save_dir=\"training_log\"),\n",
" enable_model_summary=False,\n",
" train_size=1.0,\n",
" val_size=0.0,\n",
" test_size=0.0,\n",
+ " max_epochs=100\n",
" )\n",
" trainer.train()"
]
@@ -324,7 +279,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "We can now visualize the logs by simply running `tensorboard --logdir=training_log/` on terminal, you should obtain a webpage as the one shown below:"
+ "We can now visualize the logs by simply running `tensorboard --logdir=training_log/` in the terminal. You should obtain a webpage similar to the one shown below if running for 1000 epochs:"
]
},
{
@@ -340,39 +295,28 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "as you can see, by default, **PINA** logs the losses which are shown in the progress bar, as well as the number of epochs. You can always insert more loggings by either defining a **callback** ([more on callbacks](https://lightning.ai/docs/pytorch/stable/extensions/callbacks.html)), or inheriting the solver and modify the programs with different **hooks** ([more on hooks](https://lightning.ai/docs/pytorch/stable/common/lightning_module.html#hooks))."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Trainer Callbacks"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Whenever we need to access certain steps of the training for logging, do static modifications (i.e. not changing the `Solver`) or updating `Problem` hyperparameters (static variables), we can use `Callabacks`. Notice that `Callbacks` allow you to add arbitrary self-contained programs to your training. At specific points during the flow of execution (hooks), the Callback interface allows you to design programs that encapsulate a full set of functionality. It de-couples functionality that does not need to be in **PINA** `Solver`s.\n",
- "Lightning has a callback system to execute them when needed. Callbacks should capture NON-ESSENTIAL logic that is NOT required for your lightning module to run.\n",
+ "As you can see, by default, **PINA** logs the losses which are shown in the progress bar, as well as the number of epochs. You can always insert more loggings by either defining a **callback** ([more on callbacks](https://lightning.ai/docs/pytorch/stable/extensions/callbacks.html)), or inheriting the solver and modifying the programs with different **hooks** ([more on hooks](https://lightning.ai/docs/pytorch/stable/common/lightning_module.html#hooks)).\n",
+ "\n",
+ "## Trainer Callbacks\n",
+ "\n",
+ "Whenever we need to access certain steps of the training for logging, perform static modifications (i.e. not changing the `Solver`), or update `Problem` hyperparameters (static variables), we can use **Callbacks**. Notice that **Callbacks** allow you to add arbitrary self-contained programs to your training. At specific points during the flow of execution (hooks), the Callback interface allows you to design programs that encapsulate a full set of functionality. It de-couples functionality that does not need to be in **PINA** `Solver`s.\n",
"\n",
- "The following are best practices when using/designing callbacks.\n",
+ "Lightning has a callback system to execute them when needed. **Callbacks** should capture NON-ESSENTIAL logic that is NOT required for your lightning module to run.\n",
+ "\n",
+ "The following are best practices when using/designing callbacks:\n",
"\n",
"* Callbacks should be isolated in their functionality.\n",
"* Your callback should not rely on the behavior of other callbacks in order to work properly.\n",
"* Do not manually call methods from the callback.\n",
- "* Directly calling methods (eg. on_validation_end) is strongly discouraged.\n",
+ "* Directly calling methods (e.g., on_validation_end) is strongly discouraged.\n",
"* Whenever possible, your callbacks should not depend on the order in which they are executed.\n",
"\n",
- "We will try now to implement a naive version of `MetricTraker` to show how callbacks work. Notice that this is a very easy application of callbacks, fortunately in **PINA** we already provide more advanced callbacks in `pina.callbacks`.\n",
- "\n",
- ""
+ "We will try now to implement a naive version of `MetricTraker` to show how callbacks work. Notice that this is a very easy application of callbacks, fortunately in **PINA** we already provide more advanced callbacks in `pina.callbacks`."
]
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
@@ -398,12 +342,12 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "Let's see the results when applyed to the `SimpleODE` problem. You can define callbacks when initializing the `Trainer` by the `callbacks` argument, which expects a list of callbacks. "
+ "Let's see the results when applied to the problem. You can define **callbacks** when initializing the `Trainer` by using the `callbacks` argument, which expects a list of callbacks.\n"
]
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
@@ -416,24 +360,24 @@
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 278.93it/s, v_num=0, bound_cond_loss=6.94e-5, phys_cond_loss=0.00116, train_loss=0.00123] "
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "f38442d749ad4702a0c99715ecf08c59",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "`Trainer.fit` stopped: `max_epochs=1000` reached.\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 999: 100%|ββββββββββ| 1/1 [00:00<00:00, 140.62it/s, v_num=0, bound_cond_loss=6.94e-5, phys_cond_loss=0.00116, train_loss=0.00123]\n"
+ "`Trainer.fit` stopped: `max_epochs=10` reached.\n"
]
}
],
@@ -441,12 +385,12 @@
"model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
")\n",
- "pinn = PINN(problem, model)\n",
+ "solver = SupervisedSolver(problem, model, use_lt=False)\n",
"trainer = Trainer(\n",
- " solver=pinn,\n",
+ " solver=solver,\n",
" accelerator=\"cpu\",\n",
" logger=True,\n",
" callbacks=[NaiveMetricTracker()], # adding a callbacks\n",
@@ -454,6 +398,7 @@
" train_size=1.0,\n",
" val_size=0.0,\n",
" test_size=0.0,\n",
+ " max_epochs=10, # training only for 10 epochs\n",
")\n",
"trainer.train()"
]
@@ -467,24 +412,18 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "[{'bound_cond_loss': tensor(0.9935),\n",
- " 'phys_cond_loss': tensor(0.0303),\n",
- " 'train_loss': tensor(1.0239)},\n",
- " {'bound_cond_loss': tensor(0.9875),\n",
- " 'phys_cond_loss': tensor(0.0293),\n",
- " 'train_loss': tensor(1.0169)},\n",
- " {'bound_cond_loss': tensor(0.9815),\n",
- " 'phys_cond_loss': tensor(0.0284),\n",
- " 'train_loss': tensor(1.0099)}]"
+ "[{'data_loss': tensor(126.2887), 'train_loss': tensor(126.2887)},\n",
+ " {'data_loss': tensor(126.2346), 'train_loss': tensor(126.2346)},\n",
+ " {'data_loss': tensor(126.1805), 'train_loss': tensor(126.1805)}]"
]
},
- "execution_count": 8,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
@@ -497,14 +436,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "PyTorch Lightning also has some built in `Callbacks` which can be used in **PINA**, [here an extensive list](https://lightning.ai/docs/pytorch/stable/extensions/callbacks.html#built-in-callbacks). \n",
+ "PyTorch Lightning also has some built-in `Callbacks` which can be used in **PINA**, [here is an extensive list](https://lightning.ai/docs/pytorch/stable/extensions/callbacks.html#built-in-callbacks). \n",
"\n",
- "We can for example try the `EarlyStopping` routine, which automatically stops the training when a specific metric converged (here the `train_loss`). In order to let the training keep going forever set `max_epochs=-1`."
+ "We can, for example, try the `EarlyStopping` routine, which automatically stops the training when a specific metric converges (here the `train_loss`). In order to let the training keep going forever, set `max_epochs=-1`."
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 22,
"metadata": {},
"outputs": [
{
@@ -515,25 +454,18 @@
"TPU available: False, using: 0 TPU cores\n",
"HPU available: False, using: 0 HPUs\n"
]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 2343: 100%|ββββββββββ| 1/1 [00:00<00:00, 64.24it/s, v_num=1, val_loss=4.79e-6, bound_cond_loss=1.15e-7, phys_cond_loss=2.33e-5, train_loss=2.34e-5] \n"
- ]
}
],
"source": [
"model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
")\n",
- "pinn = PINN(problem, model)\n",
+ "solver = SupervisedSolver(problem, model, use_lt=False)\n",
"trainer = Trainer(\n",
- " solver=pinn,\n",
+ " solver=solver,\n",
" accelerator=\"cpu\",\n",
" max_epochs=-1,\n",
" enable_model_summary=False,\n",
@@ -559,24 +491,23 @@
"source": [
"## Trainer Tips to Boost Accuracy, Save Memory and Speed Up Training\n",
"\n",
- "Untill now we have seen how to choose the right `accelerator`, how to log and visualize the results, and how to interface with the program in order to add specific parts of code at specific points by `callbacks`.\n",
- "Now, we well focus on how boost your training by saving memory and speeding it up, while mantaining the same or even better degree of accuracy!\n",
+ "Until now we have seen how to choose the right `accelerator`, how to log and visualize the results, and how to interface with the program in order to add specific parts of code at specific points via `callbacks`.\n",
+ "Now, we will focus on how to boost your training by saving memory and speeding it up, while maintaining the same or even better degree of accuracy!\n",
"\n",
- "\n",
- "There are several built in methods developed in PyTorch Lightning which can be applied straight forward in **PINA**, here we report some:\n",
+ "There are several built-in methods developed in PyTorch Lightning which can be applied straightforward in **PINA**. Here we report some:\n",
"\n",
"* [Stochastic Weight Averaging](https://pytorch.org/blog/pytorch-1.6-now-includes-stochastic-weight-averaging/) to boost accuracy\n",
- "* [Gradient Clippling](https://deepgram.com/ai-glossary/gradient-clipping) to reduce computational time (and improve accuracy)\n",
- "* [Gradient Accumulation](https://lightning.ai/docs/pytorch/stable/common/optimization.html#id3) to save memory consumption \n",
- "* [Mixed Precision Training](https://lightning.ai/docs/pytorch/stable/common/optimization.html#id3) to save memory consumption \n",
+ "* [Gradient Clipping](https://deepgram.com/ai-glossary/gradient-clipping) to reduce computational time (and improve accuracy)\n",
+ "* [Gradient Accumulation](https://lightning.ai/docs/pytorch/stable/common/optimization.html#id3) to save memory consumption\n",
+ "* [Mixed Precision Training](https://lightning.ai/docs/pytorch/stable/common/optimization.html#id3) to save memory consumption\n",
"\n",
- "We will just demonstrate how to use the first two, and see the results compared to a standard training.\n",
- "We use the [`Timer`](https://lightning.ai/docs/pytorch/stable/api/lightning.pytorch.callbacks.Timer.html#lightning.pytorch.callbacks.Timer) callback from `pytorch_lightning.callbacks` to take the times. Let's start by training a simple model without any optimization (train for 2000 epochs)."
+ "We will just demonstrate how to use the first two and see the results compared to standard training.\n",
+ "We use the [`Timer`](https://lightning.ai/docs/pytorch/stable/api/lightning.pytorch.callbacks.Timer.html#lightning.pytorch.callbacks.Timer) callback from `pytorch_lightning.callbacks` to track the times. Let's start by training a simple model without any optimization (train for 500 epochs)."
]
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -590,25 +521,31 @@
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1999: 100%|ββββββββββ| 1/1 [00:00<00:00, 156.69it/s, v_num=2, bound_cond_loss=1.53e-6, phys_cond_loss=0.000169, train_loss=0.000171]"
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "822b8c60e73f49a486d3d702d413d6ff",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "`Trainer.fit` stopped: `max_epochs=2000` reached.\n"
+ "`Trainer.fit` stopped: `max_epochs=500` reached.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "Epoch 1999: 100%|ββββββββββ| 1/1 [00:00<00:00, 108.75it/s, v_num=2, bound_cond_loss=1.53e-6, phys_cond_loss=0.000169, train_loss=0.000171]\n",
- "Total training time 15.36648 s\n"
+ "Total training time 15.49781 s\n"
]
}
],
@@ -622,16 +559,16 @@
"model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
")\n",
"\n",
- "pinn = PINN(problem, model)\n",
+ "solver = SupervisedSolver(problem, model, use_lt=False)\n",
"trainer = Trainer(\n",
- " solver=pinn,\n",
+ " solver=solver,\n",
" accelerator=\"cpu\",\n",
" deterministic=True, # setting deterministic=True ensure reproducibility when a seed is imposed\n",
- " max_epochs=2000,\n",
+ " max_epochs=500,\n",
" enable_model_summary=False,\n",
" callbacks=[Timer()],\n",
") # adding a callbacks\n",
@@ -643,12 +580,12 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "Now we do the same but with StochasticWeightAveraging"
+ "Now we do the same but with `StochasticWeightAveraging` enabled"
]
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 24,
"metadata": {},
"outputs": [
{
@@ -662,39 +599,32 @@
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1598: 100%|ββββββββββ| 1/1 [00:00<00:00, 224.16it/s, v_num=3, bound_cond_loss=5.7e-6, phys_cond_loss=0.000257, train_loss=0.000263] "
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "Swapping scheduler `ConstantLR` for `SWALR`\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1999: 100%|ββββββββββ| 1/1 [00:00<00:00, 261.43it/s, v_num=3, bound_cond_loss=2.58e-7, phys_cond_loss=9.4e-5, train_loss=9.43e-5] "
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "dc5f3b47abff4facae7a60d0871f3bfe",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "`Trainer.fit` stopped: `max_epochs=2000` reached.\n"
+ "Swapping scheduler `ConstantLR` for `SWALR`\n",
+ "`Trainer.fit` stopped: `max_epochs=500` reached.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "Epoch 1999: 100%|ββββββββββ| 1/1 [00:00<00:00, 145.96it/s, v_num=3, bound_cond_loss=2.58e-7, phys_cond_loss=9.4e-5, train_loss=9.43e-5]\n",
- "Total training time 17.78182 s\n"
+ "Total training time 15.52474 s\n"
]
}
],
@@ -707,15 +637,15 @@
"model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
")\n",
- "pinn = PINN(problem, model)\n",
+ "solver = SupervisedSolver(problem, model, use_lt=False)\n",
"trainer = Trainer(\n",
- " solver=pinn,\n",
+ " solver=solver,\n",
" accelerator=\"cpu\",\n",
" deterministic=True,\n",
- " max_epochs=2000,\n",
+ " max_epochs=500,\n",
" enable_model_summary=False,\n",
" callbacks=[Timer(), StochasticWeightAveraging(swa_lrs=0.005)],\n",
") # adding StochasticWeightAveraging callbacks\n",
@@ -727,16 +657,16 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "As you can see, the training time does not change at all! Notice that around epoch `1600`\n",
+ "As you can see, the training time does not change at all! Notice that around epoch 350\n",
"the scheduler is switched from the defalut one `ConstantLR` to the Stochastic Weight Average Learning Rate (`SWALR`).\n",
- "This is because by default `StochasticWeightAveraging` will be activated after `int(swa_epoch_start * max_epochs)` with `swa_epoch_start=0.7` by default. Finally, the final `mean_loss` is lower when `StochasticWeightAveraging` is used.\n",
+ "This is because by default `StochasticWeightAveraging` will be activated after `int(swa_epoch_start * max_epochs)` with `swa_epoch_start=0.7` by default. Finally, the final `train_loss` is lower when `StochasticWeightAveraging` is used.\n",
"\n",
- "We will now now do the same but clippling the gradient to be relatively small."
+ "We will now do the same but clippling the gradient to be relatively small."
]
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 25,
"metadata": {},
"outputs": [
{
@@ -750,39 +680,32 @@
]
},
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1598: 100%|ββββββββββ| 1/1 [00:00<00:00, 251.76it/s, v_num=4, bound_cond_loss=5.98e-8, phys_cond_loss=3.88e-5, train_loss=3.88e-5] "
- ]
- },
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "Swapping scheduler `ConstantLR` for `SWALR`\n"
- ]
- },
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Epoch 1999: 100%|ββββββββββ| 1/1 [00:00<00:00, 239.11it/s, v_num=4, bound_cond_loss=0.000333, phys_cond_loss=0.000676, train_loss=0.00101] "
- ]
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "d475613ad7f34fe6abd182eed8907004",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "`Trainer.fit` stopped: `max_epochs=2000` reached.\n"
+ "Swapping scheduler `ConstantLR` for `SWALR`\n",
+ "`Trainer.fit` stopped: `max_epochs=500` reached.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
- "Epoch 1999: 100%|ββββββββββ| 1/1 [00:00<00:00, 127.88it/s, v_num=4, bound_cond_loss=0.000333, phys_cond_loss=0.000676, train_loss=0.00101]\n",
- "Total training time 15.12576 s\n"
+ "Total training time 15.94719 s\n"
]
}
],
@@ -793,14 +716,14 @@
"model = FeedForward(\n",
" layers=[10, 10],\n",
" func=torch.nn.Tanh,\n",
- " output_dimensions=len(problem.output_variables),\n",
- " input_dimensions=len(problem.input_variables),\n",
+ " output_dimensions=1,\n",
+ " input_dimensions=1,\n",
")\n",
- "pinn = PINN(problem, model)\n",
+ "solver = SupervisedSolver(problem, model, use_lt=False)\n",
"trainer = Trainer(\n",
- " solver=pinn,\n",
+ " solver=solver,\n",
" accelerator=\"cpu\",\n",
- " max_epochs=2000,\n",
+ " max_epochs=500,\n",
" enable_model_summary=False,\n",
" gradient_clip_val=0.1, # clipping the gradient\n",
" callbacks=[Timer(), StochasticWeightAveraging(swa_lrs=0.005)],\n",
diff --git a/tutorials/tutorial12/tutorial.ipynb b/tutorials/tutorial12/tutorial.ipynb
index 0223da5ae..7cc214105 100644
--- a/tutorials/tutorial12/tutorial.ipynb
+++ b/tutorials/tutorial12/tutorial.ipynb
@@ -4,45 +4,32 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Tutorial: The `Equation` Class\n",
+ "# Tutorial: Introduction to PINA `Equation` class\n",
"\n",
- "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial12/tutorial.ipynb)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "In this tutorial, we will show how to use the `Equation` Class in PINA. Specifically, we will see how use the Class and its inherited classes to enforce residuals minimization in PINNs."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Example: The Burgers 1D equation"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "We will start implementing the viscous Burgers 1D problem Class, described as follows:\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial12/tutorial.ipynb)\n",
"\n",
"\n",
+ "In this tutorial, we will explore how to use the `Equation` class in **PINA**. We will focus on how to leverage this class, along with its inherited subclasses, to enforce residual minimization in **Physics-Informed Neural Networks (PINNs)**.\n",
+ "\n",
+ "By the end of this guide, you'll understand how to integrate physical laws and constraints directly into your model training, ensuring that the solution adheres to the underlying differential equations.\n",
+ "\n",
+ "\n",
+ "## Example: The Burgers 1D equation\n",
+ "We will start implementing the viscous Burgers 1D problem Class, described as follows:\n",
+ "\n",
"$$\n",
"\\begin{equation}\n",
"\\begin{cases}\n",
"\\frac{\\partial u}{\\partial t} + u \\frac{\\partial u}{\\partial x} &= \\nu \\frac{\\partial^2 u}{ \\partial x^2}, \\quad x\\in(0,1), \\quad t>0\\\\\n",
- "u(x,0) &= -\\sin (\\pi x)\\\\\n",
- "u(x,t) &= 0 \\quad x = \\pm 1\\\\\n",
+ "u(x,0) &= -\\sin (\\pi x), \\quad x\\in(0,1)\\\\\n",
+ "u(x,t) &= 0, \\quad x = \\pm 1, \\quad t>0\\\\\n",
"\\end{cases}\n",
"\\end{equation}\n",
"$$\n",
"\n",
"where we set $ \\nu = \\frac{0.01}{\\pi}$.\n",
"\n",
- "In the class that models this problem we will see in action the `Equation` class and one of its inherited classes, the `FixedValue` class. "
+ "In the class that models this problem we will see in action the `Equation` class and one of its inherited classes, the `FixedValue` class."
]
},
{
@@ -68,7 +55,14 @@
"from pina.problem import SpatialProblem, TimeDependentProblem\n",
"from pina.equation import Equation, FixedValue\n",
"from pina.domain import CartesianDomain\n",
- "from pina.operator import grad, laplacian"
+ "from pina.operator import grad, fast_grad, laplacian"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Let's begin by defining the Burgers equation and its initial condition as Python functions. These functions will take the model's `input` (spatial and temporal coordinates) and `output` (predicted solution) as arguments. The goal is to compute the residuals for the Burgers equation, which we will minimize during training."
]
},
{
@@ -79,7 +73,7 @@
"source": [
"# define the burger equation\n",
"def burger_equation(input_, output_):\n",
- " du = grad(output_, input_)\n",
+ " du = fast_grad(output_, input_, components=[\"u\"], d=[\"x\"])\n",
" ddu = grad(du, input_, components=[\"dudx\"])\n",
" return (\n",
" du.extract([\"dudt\"])\n",
@@ -91,9 +85,32 @@
"# define initial condition\n",
"def initial_condition(input_, output_):\n",
" u_expected = -torch.sin(torch.pi * input_.extract([\"x\"]))\n",
- " return output_.extract([\"u\"]) - u_expected\n",
+ " return output_.extract([\"u\"]) - u_expected"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Above we use the `grad` operator from `pina.operator` to compute the gradient. In PINA each differential operator takes the following inputs:\n",
+ "- `output_`: A tensor on which the operator is applied.\n",
+ "- `input_`: A tensor with respect to which the operator is computed.\n",
+ "- `components`: The names of the output variables for which the operator is evaluated.\n",
+ "- `d`: The names of the variables with respect to which the operator is computed.\n",
"\n",
+ "Each differential operator has its **fast** version, which performs no internal checks on input and output tensors. For these methods, the user is always required to specify both ``components`` and ``d`` as lists of strings.\n",
"\n",
+ "Let's define now the problem!\n",
+ "\n",
+ "> **π Do you want to learn more on Problems? Check the dedicated [tutorial](https://mathlab.github.io/PINA/tutorial16/tutorial.html) to learn how to build a Problem from scratch.**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
"class Burgers1D(TimeDependentProblem, SpatialProblem):\n",
"\n",
" # assign output/ spatial and temporal variables\n",
@@ -128,36 +145,29 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "\n",
"The `Equation` class takes as input a function (in this case it happens twice, with `initial_condition` and `burger_equation`) which computes a residual of an equation, such as a PDE. In a problem class such as the one above, the `Equation` class with such a given input is passed as a parameter in the specified `Condition`. \n",
"\n",
- "The `FixedValue` class takes as input a value of same dimensions of the output functions; this class can be used to enforce a fixed value for a specific condition, e.g. Dirichlet boundary conditions, as it happens for instance in our example.\n",
+ "The `FixedValue` class takes as input a value of the same dimensions as the output functions. This class can be used to enforce a fixed value for a specific condition, such as Dirichlet boundary conditions, as demonstrated in our example.\n",
"\n",
- "Once the equations are set as above in the problem conditions, the PINN solver will aim to minimize the residuals described in each equation in the training phase. "
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Available classes of equations include also:\n",
- "- `FixedGradient` and `FixedFlux`: they work analogously to `FixedValue` class, where we can require a constant value to be enforced, respectively, on the gradient of the solution or the divergence of the solution;\n",
- "- `Laplace`: it can be used to enforce the laplacian of the solution to be zero;\n",
- "- `SystemEquation`: we can enforce multiple conditions on the same subdomain through this class, passing a list of residual equations defined in the problem.\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Defining a new Equation class"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "`Equation` classes can be also inherited to define a new class. As example, we can see how to rewrite the above problem introducing a new class `Burgers1D`; during the class call, we can pass the viscosity parameter $\\nu$:"
+ "Once the equations are set as above in the problem conditions, the PINN solver will aim to minimize the residuals described in each equation during the training phase. \n",
+ "\n",
+ "### Available classes of equations:\n",
+ "- `FixedGradient` and `FixedFlux`: These work analogously to the `FixedValue` class, where we can enforce a constant value on the gradient or the divergence of the solution, respectively.\n",
+ "- `Laplace`: This class can be used to enforce that the Laplacian of the solution is zero.\n",
+ "- `SystemEquation`: This class allows you to enforce multiple conditions on the same subdomain by passing a list of residual equations defined in the problem.\n",
+ "\n",
+ "## Defining a new Equation class\n",
+ "`Equation` classes can also be inherited to define a new class. For example, we can define a new class `Burgers1D` to represent the Burgers equation. During the class call, we can pass the viscosity parameter $\\nu$:\n",
+ "\n",
+ "```python\n",
+ "class Burgers1D(Equation):\n",
+ " def __init__(self, nu):\n",
+ " self.nu = nu\n",
+ "\n",
+ " def equation(self, input_, output_):\n",
+ " ...\n",
+ "```\n",
+ "In this case, the `Burgers1D` class will inherit from the `Equation` class and compute the residual of the Burgers equation. The viscosity parameter $\\nu$ is passed when instantiating the class and used in the residual calculation. Let's see it in more details:"
]
},
{
@@ -239,17 +249,15 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "# What's next?"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Congratulations on completing the `Equation` class tutorial of **PINA**! As we have seen, you can build new classes that inherit `Equation` to store more complex equations, as the Burgers 1D equation, only requiring to pass the characteristic coefficients of the problem. \n",
+ "## What's next?\n",
+ "\n",
+ "Congratulations on completing the `Equation` class tutorial of **PINA**! As we have seen, you can build new classes that inherit from `Equation` to store more complex equations, like the Burgers 1D equation, only requiring you to pass the characteristic coefficients of the problem.\n",
+ "\n",
"From now on, you can:\n",
- "- define additional complex equation classes (e.g. `SchrodingerEquation`, `NavierStokeEquation`..)\n",
- "- define more `FixedOperator` (e.g. `FixedCurl`)"
+ "- Define additional complex equation classes (e.g., `SchrodingerEquation`, `NavierStokesEquation`, etc.)\n",
+ "- Define more `FixedOperator` classes (e.g., `FixedCurl`, `FixedDivergence`, etc.)\n",
+ "- Integrate your custom equations and operators into larger systems of equations for more advanced simulations\n",
+ "- Experiment with different residual minimization strategies to improve the performance of your models\n"
]
}
],
diff --git a/tutorials/tutorial15/tutorial.ipynb b/tutorials/tutorial15/tutorial.ipynb
new file mode 100644
index 000000000..7a463d8a7
--- /dev/null
+++ b/tutorials/tutorial15/tutorial.ipynb
@@ -0,0 +1,589 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Tutorial: Chemical Properties Prediction with Graph Neural Networks\n",
+ "\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial15/tutorial.ipynb)\n",
+ "\n",
+ "In this tutorial we will use **Graph Neural Networks** (GNNs) for chemical properties prediction. Chemical properties prediction involves estimating or determining the physical, chemical, or biological characteristics of molecules based on their structure. \n",
+ "\n",
+ "Molecules can naturally be represented as graphs, where atoms serve as the nodes and chemical bonds as the edges connecting them. This graph-based structure makes GNNs a great fit for predicting chemical properties.\n",
+ "\n",
+ "In the tutorial we will use the [QM9 dataset](https://pytorch-geometric.readthedocs.io/en/latest/generated/torch_geometric.datasets.QM9.html#torch_geometric.datasets.QM9) from Pytorch Geometric. The dataset contains small molecules, each consisting of up to 29 atoms, with every atom having a corresponding 3D position. Each atom is also represented by a five-dimensional one-hot encoded vector that indicates the atom type (H, C, N, O, F).\n",
+ "\n",
+ "First of all, let's start by importing useful modules!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import torch\n",
+ "import warnings\n",
+ "\n",
+ "from pina import Trainer\n",
+ "from pina.solver import SupervisedSolver\n",
+ "from pina.problem.zoo import SupervisedProblem\n",
+ "\n",
+ "from torch_geometric.datasets import QM9\n",
+ "from torch_geometric.nn import GCNConv, global_mean_pool\n",
+ "\n",
+ "warnings.filterwarnings(\"ignore\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Download Data and create the Problem"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We download the dataset and save the molecules as a list of `Data` objects (`input_`), where each element contains one molecule encoded in a graph structure. The corresponding target properties (`target_`) are listed below:\n",
+ "\n",
+ "| Target | Property | Description | Unit |\n",
+ "|--------|----------------------------------|-----------------------------------------------------------------------------------|---------------------------------------------|\n",
+ "| 0 | $\\mu$ | Dipole moment | $D$ |\n",
+ "| 1 | $\\alpha$ | Isotropic polarizability | $aβΒ³$ |\n",
+ "| 2 | $\\epsilon_{\\textrm{HOMO}}$ | Highest occupied molecular orbital energy | $eV$ |\n",
+ "| 3 | $\\epsilon_{\\textrm{LUMO}}$ | Lowest unoccupied molecular orbital energy | $eV$ |\n",
+ "| 4 | $\\Delta \\epsilon$ | Gap between $\\epsilon_{\\textrm{HOMO}}$ and $\\epsilon_{\\textrm{LUMO}}$ | $eV$ |\n",
+ "| 5 | $\\langle R^2 \\rangle$ | Electronic spatial extent | $aβΒ²$ |\n",
+ "| 6 | $\\textrm{ZPVE}$ | Zero point vibrational energy | $eV$ |\n",
+ "| 7 | $U_0$ | Internal energy at 0K | $eV$ |\n",
+ "| 8 | $U$ | Internal energy at 298.15K | $eV$ |\n",
+ "| 9 | $H$ | Enthalpy at 298.15K | $eV$ |\n",
+ "| 10 | $G$ | Free energy at 298.15K | $eV$ |\n",
+ "| 11 | $c_{\\textrm{v}}$ | Heat capacity at 298.15K | $cal/(molΒ·K)$ |\n",
+ "| 12 | $U_0^{\\textrm{ATOM}}$ | Atomization energy at 0K | $eV$ |\n",
+ "| 13 | $U^{\\textrm{ATOM}}$ | Atomization energy at 298.15K | $eV$ |\n",
+ "| 14 | $H^{\\textrm{ATOM}}$ | Atomization enthalpy at 298.15K | $eV$ |\n",
+ "| 15 | $G^{\\textrm{ATOM}}$ | Atomization free energy at 298.15K | $eV$ |\n",
+ "| 16 | $A$ | Rotational constant | $GHz$ |\n",
+ "| 17 | $B$ | Rotational constant | $GHz$ |\n",
+ "| 18 | $C$ | Rotational constant | $GHz$ |\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# download the data + shuffling\n",
+ "dataset = QM9(root=\"./tutorial_logs\").shuffle()\n",
+ "\n",
+ "# save the dataset\n",
+ "input_ = [data for data in dataset]\n",
+ "target_ = torch.stack([data.y for data in dataset])\n",
+ "\n",
+ "# normalize the target\n",
+ "mean = target_.mean(dim=0, keepdim=True)\n",
+ "std = target_.std(dim=0, keepdim=True)\n",
+ "target_ = (target_ - mean) / std"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Great! Once the data are downloaded, building the problem is straightforward by using the [`SupervisedProblem`](https://mathlab.github.io/PINA/_rst/problem/zoo/supervised_problem.html) class."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# build the problem\n",
+ "problem = SupervisedProblem(input_=input_, output_=target_)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Build the Model\n",
+ "\n",
+ "To predict molecular properties, we will construct a simple Convolutional Graph Neural Network using the [`GCNConv`]() module from PyG. While this tutorial focuses on a straightforward model, more advanced architecturesβsuch as Equivariant Networksβcould potentially yield better performance. Please note that this tutorial serves only for demonstration purposes.\n",
+ "\n",
+ "**Importantly** notice that in the `forward` pass we pass a data object as input, and unpack inside the graph attributes. This is the only requirement in **PINA** to use graphs and solvers together."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "class GNN(torch.nn.Module):\n",
+ " def __init__(self, in_features, out_features, hidden_dim=256):\n",
+ " super(GNN, self).__init__()\n",
+ " self.conv1 = GCNConv(in_features, hidden_dim)\n",
+ " self.conv2 = GCNConv(hidden_dim, hidden_dim)\n",
+ " self.fc = torch.nn.Linear(hidden_dim, out_features)\n",
+ "\n",
+ " def forward(self, data):\n",
+ " # extract attributes, N.B. in PINA Data object are passed as input\n",
+ " x, edge_index, batch = data.x, data.edge_index, data.batch\n",
+ " # perform normal graph operations\n",
+ " x = torch.relu(self.conv1(x, edge_index))\n",
+ " x = torch.relu(self.conv2(x, edge_index))\n",
+ " x = global_mean_pool(x, batch)\n",
+ " return self.fc(x)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Train the Model\n",
+ "\n",
+ "Now that the problem is created and the model is built, we can train the model using the [`SupervisedSolver`](https://mathlab.github.io/PINA/_rst/solver/supervised.html), which is the solver for standard supervised learning task. We will optimize the Maximum Absolute Error and test on the same metric. In the [`Trainer`](https://mathlab.github.io/PINA/_rst/trainer.html) class we specify the optimization hyperparameters."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "GPU available: True (mps), used: False\n",
+ "TPU available: False, using: 0 TPU cores\n",
+ "HPU available: False, using: 0 HPUs\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "4c17f0dee08d41ef8cf24f8d7f34a245",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Sanity Checking: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "02a24135327146a7bc4b6b2d3947853c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "5ab56b75c3bc4c3ea8e093fd07814f8c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Validation: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "35683edc6c324488aed577e1887fd67f",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Validation: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "3faa2cd49a874ee3a15292e35a9e2915",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Validation: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "`Trainer.fit` stopped: `max_epochs=3` reached.\n"
+ ]
+ }
+ ],
+ "source": [
+ "# define the solver\n",
+ "solver = SupervisedSolver(\n",
+ " problem=problem,\n",
+ " model=GNN(in_features=11, out_features=19),\n",
+ " use_lt=False,\n",
+ " loss=torch.nn.L1Loss()\n",
+ ")\n",
+ "trainer = Trainer(\n",
+ " solver,\n",
+ " max_epochs=3,\n",
+ " train_size=0.7,\n",
+ " test_size=0.2,\n",
+ " val_size=0.1,\n",
+ " batch_size=512,\n",
+ " accelerator=\"cpu\",\n",
+ " enable_model_summary=False,\n",
+ ")\n",
+ "trainer.train()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Testing Chemical Predictions"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "f6a0838a82f0459989b0b5327fa44b1c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Testing: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ\n",
+ " Test metric DataLoader 0\n",
+ "ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ\n",
+ " data_loss_epoch 0.3962344825267792\n",
+ " test_loss_epoch 0.3962344825267792\n",
+ "ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ\n"
+ ]
+ }
+ ],
+ "source": [
+ "_=trainer.test()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We observe that the model achieves an average error of approximately 0.4 MAE across all property predictions. This error is an average, but we can also inspect the error for each individual property prediction.\n",
+ "\n",
+ "To do this, we need access to the test dataset, which can be retrieved from the trainer's datamodule. Each datamodule contains both the dataloader and dataset objects. For the dataset, we can use the [`get_all_data()`](https://mathlab.github.io/PINA/_rst/data/dataset.html#pina.data.dataset.PinaDataset.get_all_data) method. This function returns the entire dataset as a dictionary, where the keys represent the Condition names, and the values are dictionaries containing input and target tensors."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Here the dataset\n",
+ "Dataset keys: dict_keys(['data'])\n",
+ "Dataset keys for data condition: dict_keys(['input', 'target'])\n",
+ "Dataset values type for data condition: ['DataLabelBatch', 'Tensor']\n"
+ ]
+ }
+ ],
+ "source": [
+ "# get the test dataset\n",
+ "test_dataset = trainer.datamodule.test_dataset.get_all_data()\n",
+ "print(\"Here the dataset\")\n",
+ "print(f\"Dataset keys: {test_dataset.keys()}\")\n",
+ "print(f\"Dataset keys for data condition: {test_dataset['data'].keys()}\")\n",
+ "print(f\"Dataset values type for data condition: {[v.__class__.__name__ for v in test_dataset['data'].values()]}\")\n",
+ "\n",
+ "# extract input and target for test dataset\n",
+ "input_test = test_dataset[\"data\"][\"input\"]\n",
+ "target_test = test_dataset[\"data\"][\"target\"]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now we obtain the prediction my calling the forward pass for the `SupervisedSolver`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of prediction properties: 19\n"
+ ]
+ }
+ ],
+ "source": [
+ "# get the prediction\n",
+ "prediction_test = solver(input_test)\n",
+ "print(f'Number of prediction properties: {prediction_test.shape[-1]}')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As you can see we obtain a tensor with 19 prediction properties as output, which is what we are looking for. Now let's compute the error for each property:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Property | Error | Unit\n",
+ "----------------------------------\n",
+ "ΞΌ | 0.7048 | D\n",
+ "Ξ± | 0.4426 | aβΒ³\n",
+ "Ξ΅ HOMO | 0.6538 | eV\n",
+ "Ξ΅ LUMO | 0.6223 | eV\n",
+ "ΞΞ΅ | 0.6431 | eV\n",
+ "β¨RΒ²β© | 0.6322 | aβΒ²\n",
+ "ZPVE | 0.2415 | eV\n",
+ "Uβ | 0.3379 | eV\n",
+ "U | 0.3387 | eV\n",
+ "H | 0.3358 | eV\n",
+ "G | 0.3362 | eV\n",
+ "cv | 0.5189 | cal/(molΒ·K)\n",
+ "Uβ ATOM | 0.2796 | eV\n",
+ "U ATOM | 0.2795 | eV\n",
+ "H ATOM | 0.2796 | eV\n",
+ "G ATOM | 0.2845 | eV\n",
+ "A | 0.0025 | GHz\n",
+ "B | 0.2137 | GHz\n",
+ "C | 0.2083 | GHz\n"
+ ]
+ }
+ ],
+ "source": [
+ "properties = [\n",
+ " \"ΞΌ\",\n",
+ " \"Ξ±\",\n",
+ " \"Ξ΅ HOMO\",\n",
+ " \"Ξ΅ LUMO\",\n",
+ " \"ΞΞ΅\",\n",
+ " \"β¨RΒ²β©\",\n",
+ " \"ZPVE\",\n",
+ " \"Uβ\",\n",
+ " \"U\",\n",
+ " \"H\",\n",
+ " \"G\",\n",
+ " \"cv\",\n",
+ " \"Uβ ATOM\",\n",
+ " \"U ATOM\",\n",
+ " \"H ATOM\",\n",
+ " \"G ATOM\",\n",
+ " \"A\",\n",
+ " \"B\",\n",
+ " \"C\",\n",
+ "]\n",
+ "\n",
+ "units = [\n",
+ " \"D\",\n",
+ " \"aβΒ³\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"aβΒ²\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"cal/(molΒ·K)\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"eV\",\n",
+ " \"GHz\",\n",
+ " \"GHz\",\n",
+ " \"GHz\",\n",
+ "]\n",
+ "\n",
+ "print(f\"{'Property':<10} | {'Error':<8} | {'Unit'}\")\n",
+ "print(\"-\" * 34)\n",
+ "\n",
+ "for idx in range(19):\n",
+ " error = torch.abs(prediction_test[:, idx] - target_test[:, idx]).mean()\n",
+ " print(f\"{properties[idx]:<10} | {error:.4f} | {units[idx]}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We can see that predicting the some properties are easier and some harder to predict. For example, the rotational constant $A$ is way easier to predict than dipole moment $\\mu$. To have a better idea we can also plot a scatter plot between predicted and observed properties:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "# Set up the plot grid\n",
+ "num_properties = 19\n",
+ "fig, axes = plt.subplots(4, 5, figsize=(10, 8))\n",
+ "axes = axes.flatten()\n",
+ "\n",
+ "# Outlier removal using IQR (with torch)\n",
+ "for idx in range(num_properties):\n",
+ " target_vals = target_test[:, idx]\n",
+ " pred_vals = prediction_test[:, idx]\n",
+ "\n",
+ " # Calculate Q1 (25th percentile) and Q3 (75th percentile) using torch\n",
+ " Q1 = torch.quantile(target_vals, 0.25)\n",
+ " Q3 = torch.quantile(target_vals, 0.75)\n",
+ " IQR = Q3 - Q1\n",
+ "\n",
+ " # Define the outlier range\n",
+ " lower_bound = Q1 - 1.5 * IQR\n",
+ " upper_bound = Q3 + 1.5 * IQR\n",
+ "\n",
+ " # Filter out the outliers\n",
+ " mask = (target_vals >= lower_bound) & (target_vals <= upper_bound)\n",
+ " filtered_target = target_vals[mask]\n",
+ " filtered_pred = pred_vals[mask]\n",
+ "\n",
+ " # Plotting\n",
+ " ax = axes[idx]\n",
+ " ax.scatter(\n",
+ " filtered_target.detach(),\n",
+ " filtered_pred.detach(),\n",
+ " alpha=0.5,\n",
+ " label=\"Data points (no outliers)\",\n",
+ " )\n",
+ " ax.plot(\n",
+ " [filtered_target.min().item(), filtered_target.max().item()],\n",
+ " [filtered_target.min().item(), filtered_target.max().item()],\n",
+ " \"r--\",\n",
+ " label=\"y=x\",\n",
+ " )\n",
+ "\n",
+ " ax.set_title(properties[idx])\n",
+ " ax.set_xlabel(\"Target\")\n",
+ " ax.set_ylabel(\"Prediction\")\n",
+ "\n",
+ "# Remove the extra subplot (since there are 19 properties, not 20)\n",
+ "if num_properties < len(axes):\n",
+ " fig.delaxes(axes[-1])\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "By looking more into details, we can see that $A$ is not predicted that well, but the small values of the quantity lead to a lower MAE than the other properties. From the plot we can see that the atomatization energies, free energy and enthalpy are the predicted properties with higher correlation with the true chemical properties."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## What's next?\n",
+ "Congratulations on completing the tutorial on chemical properties prediction with PINA! There are multiple directions you can go now:\n",
+ "\n",
+ "1. Train the network for longer or with different layer sizes and assert the finaly accuracy\n",
+ "\n",
+ "2. Use a different network, for example Equivariant Graph Neural Networks have been shown to obtain remarkable performances on molecular task by levaraging group symmetries. If you are interested, have a look at [*E(n) Equivariant Graph Neural Networks*](https://arxiv.org/abs/2102.09844).\n",
+ "\n",
+ "3. What if the input is time-dependent, e.g. a Molecular Dynamic trajectory and we want to predict the (Quantum) Force Field? In PINA you can predict force fields easily, at the end it is still a supervised learning task! If interested on the topic we suggest to have a look at [*Machine Learning Force Fields*](https://pubs.acs.org/doi/10.1021/acs.chemrev.0c01111)\n",
+ "\n",
+ "Many more..."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pina",
+ "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": "3.9.21"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/tutorials/tutorial16/tutorial.ipynb b/tutorials/tutorial16/tutorial.ipynb
new file mode 100644
index 000000000..af009e69a
--- /dev/null
+++ b/tutorials/tutorial16/tutorial.ipynb
@@ -0,0 +1,572 @@
+{
+ "cells": [
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "6f71ca5c",
+ "metadata": {},
+ "source": [
+ "# Tutorial: How to build a Problem in PINA\n",
+ "\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial16/tutorial.ipynb)\n"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "ef4949c9",
+ "metadata": {},
+ "source": [
+ "In this tutorial, we will demonstrate how to build a **Problem** in **PINA** using a toy example. The tutorial will cover the following topics:\n",
+ "\n",
+ "- **Building a Problem**: Learn how to construct a problem using the built-in PINA classes.\n",
+ "- **Generating Data for Physics-Informed Training**: Understand how to generate the necessary data for training.\n",
+ "- **Exploring the `problem.zoo` Module**: Get familiar with the `problem.zoo` module, which collects pre-built problems for easy use.\n",
+ "\n",
+ "By the end of this tutorial, you'll be able to write **data-driven** or **differential problems** in **PINA** and prepare them for model training!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "014bbd86",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## routine needed to run the notebook on Google Colab\n",
+ "try:\n",
+ " import google.colab\n",
+ "\n",
+ " IN_COLAB = True\n",
+ "except:\n",
+ " IN_COLAB = False\n",
+ "if IN_COLAB:\n",
+ " !pip install \"pina-mathlab\"\n",
+ "\n",
+ "import warnings\n",
+ "import torch\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "warnings.filterwarnings(\"ignore\")"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "cf9c96e3",
+ "metadata": {},
+ "source": [
+ "## Build a PINA problem"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "46ba1d43",
+ "metadata": {},
+ "source": [
+ "In **PINA**, defining a problem is done by creating a Python `class` that inherits from one or more problem classes, such as `SpatialProblem`, `TimeDependentProblem`, or `ParametricProblem`, depending on the nature of the problem. We refer to the `model` as the object that solves the problem, e.g., a **Neural Network**.\n",
+ "\n",
+ "We can have two types of problems:\n",
+ "1. ***Data-Driven Problems***: The model is trained using data, such as in classification networks or autoencoders.\n",
+ "2. **&Physics-Driven Problems***: The model is trained using physical laws representing the problem, such as in **PINNs**.\n",
+ "Let's start by building the first type, the data driven type. \n",
+ "\n",
+ "### Data driven modelling\n",
+ "In data-driven modelling, we always have an **input** and a **target**. The model's objective is to reconstruct the target from the input. Examples include:\n",
+ "- Image reconstruction (perturbed image as input, clear image as target)\n",
+ "- Classification (e.g., input: molecule, target: chemical properties)\n",
+ "\n",
+ "To build a data-driven problem in **PINA**, you can inherit from the `AbstractProblem` class. Below is an example of a regression problem where the input is a scalar value `x` and the target is a scalar value `y`.\n",
+ "\n",
+ "```python\n",
+ "from pina.problem import AbstractProblem\n",
+ "\n",
+ "class SupervisedProblem(AbstractProblem):\n",
+ " \n",
+ " input_variables = ['x']\n",
+ " output_variables = ['y']\n",
+ "\n",
+ " # other stuff ...\n",
+ "```\n",
+ "Observe that we define `input_variables` and `output_variables` as lists of symbols. This is because, in PINA, `torch.Tensors` can be labeled (see [`LabelTensor`](https://mathlab.github.io/PINA/_rst/label_tensor.html)), providing maximum flexibility for tensor manipulation. If you prefer to use regular tensors, you can simply set these to ``None``.\n",
+ "\n",
+ "To specify the input and target data, you need to use the [`Condition`](https://mathlab.github.io/PINA/_rst/condition/condition.html) interface. A condition defines the constraints (such as physical equations, boundary conditions, etc.) that must be satisfied within the problem. Once the condition is applied, the full problem is outlined below:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "464d4ab2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pina import Condition, LabelTensor\n",
+ "from pina.problem import AbstractProblem\n",
+ "\n",
+ "# creating some fictitious data\n",
+ "input_1 = LabelTensor(torch.randn(10, 1), \"x\") # <== input_variables\n",
+ "input_2 = LabelTensor(torch.randn(10, 1), \"x\") # <== input_variables\n",
+ "target_1 = LabelTensor(torch.randn(10, 1), \"y\") # <== output_variables\n",
+ "target_2 = LabelTensor(torch.randn(10, 1), \"y\") # <== output_variables\n",
+ "\n",
+ "class SupervisedProblem(AbstractProblem):\n",
+ " \n",
+ " input_variables = ['x']\n",
+ " output_variables = ['y']\n",
+ "\n",
+ " conditions = {\n",
+ " \"condition_1\": Condition(input=input_1, target=target_1),\n",
+ " \"condition_2\": Condition(input=input_2, target=target_2),\n",
+ " }\n",
+ "\n",
+ "problem = SupervisedProblem()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d27c1341",
+ "metadata": {},
+ "source": [
+ "You can define as many conditions as needed, and the model will attempt to minimize all of them simultaneously! You can access the data in various ways:\n",
+ "\n",
+ "- `problem.conditions[''].input`, `problem.conditions[''].output` β Access the input and output data for the specified condition ``.\n",
+ "- `problem.input_pts` β Access the input points for all conditions.\n",
+ "\n",
+ "To ensure that the problem is ready, you can check if all domains have been discretized, meaning all conditions have input points available to pass to the model:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "5bd8397e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "True"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# check if all domains are discretised\n",
+ "problem.are_all_domains_discretised"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "59d80694",
+ "metadata": {},
+ "source": [
+ ">π **You can use multiple data structures in PINA conditions, including `Graph` or `Data` from `PyG`. To explore the different data structures available in PINA, check out [this tutorial](), and for more information on input-target conditions, visit the conditions factory classes [here](https://mathlab.github.io/PINA/_rst/condition/input_target_condition.html)**."
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "8a819659",
+ "metadata": {},
+ "source": [
+ "### Simple Ordinary Differential Equation\n",
+ "What if we don't have data but we know the physical laws that define the data? Then physics-informed training is the solution! As an example, consider the following Ordinary Differential Equation (ODE):\n",
+ "\n",
+ "$$\n",
+ "\\begin{equation}\n",
+ "\\begin{cases}\n",
+ "\\frac{d}{dx}u(x) &= u(x) \\quad x\\in(0,1)\\\\\n",
+ "u(x=0) &= 1 \\\\\n",
+ "\\end{cases}\n",
+ "\\end{equation}\n",
+ "$$\n",
+ "\n",
+ "with the analytical solution $u(x) = e^x$. This problem is a spatial problem because the ODE depends only on the spatial variable $x\\in(0,1)$. In PINA, differential problems are categorized by their nature, e.g.:\n",
+ "* `SpatialProblem` $\\rightarrow$ a differential equation with spatial variable(s)\n",
+ "* `TimeDependentProblem` $\\rightarrow$ a time-dependent differential equation with temporal variable(s)\n",
+ "* `ParametricProblem` $\\rightarrow$ a parametrized differential equation with parametric variable(s)\n",
+ "* `InverseProblem` $\\rightarrow$ this is a more advanced topic, see [this tutorial](https://mathlab.github.io/PINA/tutorial7/tutorial.html) for more details.\n",
+ "\n",
+ "In our case, the physical ODE inherits from the `SpatialProblem` class, since only spatial variables define the ODE.\n",
+ "\n",
+ "```python\n",
+ "class SimpleODE(SpatialProblem):\n",
+ " \n",
+ " output_variables = ['u']\n",
+ " spatial_domain = CartesianDomain{'x': [0, 1]})\n",
+ "\n",
+ " # other stuff ...\n",
+ "```\n",
+ "\n",
+ "What if our equation is was also time-dependent, e.g. Partial Differential Equations (PDE)? In this case, our `class` will inherit from both `SpatialProblem` and `TimeDependentProblem`:\n",
+ "\n",
+ "\n",
+ "```python\n",
+ "class TimeSpaceODE(SpatialProblem, TimeDependentProblem):\n",
+ "\n",
+ " output_variables = [\"u\"]\n",
+ " spatial_domain = CartesianDomain({\"x\": [0, 1]})\n",
+ " temporal_domain = CartesianDomain({\"t\": [0, 1]})\n",
+ "\n",
+ " # other stuff ...\n",
+ "```\n",
+ "\n",
+ "Differently from data-driven problems, differential-problems need to specify the domain type. If you look at our ODE definition, the spatial varibale $x$ is defined in the interval $(0,1)$, and accordingly the `spatial_domain` is a `CartesianDomain` with the input variable `x` in `[0,1]`. To know more about the Domain class see the [related tutorial](https://mathlab.github.io/PINA/tutorial6/tutorial.html). Different problems require different domain, here below we summarize the relevant ones:\n",
+ "\n",
+ "| Problem Type | Required Domain |\n",
+ "|-------------------------|--------------------------------|\n",
+ "| `SpatialProblem` | `spatial_domain` |\n",
+ "| `TimeDependentProblem` | `temporal_domain` |\n",
+ "| `ParametricProblem` | `parameter_domain` |\n",
+ "| `InverseProblem` | `unknown_parameter_domain` |"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "592a4c43",
+ "metadata": {},
+ "source": [
+ "Nice, the Problem class is initialized! How to represent the differential equation in **PINA**? To do this, we need to load the **PINA** operators from `pina.operator` module. Again, we'll consider Equation (1) and represent it in **PINA**:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "f2608e2e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pina.problem import SpatialProblem\n",
+ "from pina.operator import grad\n",
+ "from pina.domain import CartesianDomain\n",
+ "from pina.equation import Equation, FixedValue\n",
+ "\n",
+ "\n",
+ "# defining the ode equation\n",
+ "def ode_equation(input_, output_):\n",
+ "\n",
+ " # computing the derivative\n",
+ " u_x = grad(output_, input_, components=[\"u\"], d=[\"x\"])\n",
+ "\n",
+ " # extracting the u input variable\n",
+ " u = output_.extract([\"u\"])\n",
+ "\n",
+ " # calculate the residual and return it\n",
+ " return u_x - u\n",
+ "\n",
+ "\n",
+ "class SimpleODE(SpatialProblem):\n",
+ "\n",
+ " output_variables = [\"u\"]\n",
+ " spatial_domain = CartesianDomain({\"x\": [0, 1]})\n",
+ "\n",
+ " domains = {\n",
+ " \"x0\": CartesianDomain({\"x\": 0.0}),\n",
+ " \"D\": CartesianDomain({\"x\": [0, 1]}),\n",
+ " }\n",
+ "\n",
+ " # conditions to hold\n",
+ " conditions = {\n",
+ " \"bound_cond\": Condition(domain=\"x0\", equation=FixedValue(1.0)),\n",
+ " \"phys_cond\": Condition(domain=\"D\", equation=Equation(ode_equation)),\n",
+ " }\n",
+ "\n",
+ " # defining the true solution\n",
+ " def solution(self, pts):\n",
+ " return torch.exp(pts.extract([\"x\"]))"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "7cf64d01",
+ "metadata": {},
+ "source": [
+ "As you can see, we implemented the `ode_equation` function which given the model ouput and input returns the equation residual. These residuals are the ones minimized during PINN optimization (for more on PINN see [the related tutorials](https://mathlab.github.io/PINA/_tutorial.html#physics-informed-neural-networks)). \n",
+ "\n",
+ "How are the residuals computed?\n",
+ "Givem the output we perform differential operation using the [operator modulus](https://mathlab.github.io/PINA/_rst/operator.html). It is pretty intuitive, each differential operator takes the following inputs: \n",
+ "- A tensor on which the operator is applied. \n",
+ "- A tensor with respect to which the operator is computed. \n",
+ "- The names of the output variables for which the operator is evaluated. \n",
+ "- The names of the variables with respect to which the operator is computed.\n",
+ "We also have a `fast` version of differential operators, where no checks are performed. This can be used to boost performances, once you know the standard ones are doing their job. \n",
+ "\n",
+ "Notice that we do not pass directly a `python` function, but an `Equation` object, which is initialized with the `python` function. This is done so that all the computations and internal checks are done inside **PINA**, see [the related tutorials](https://mathlab.github.io/PINA/tutorial12/tutorial.html) for more.\n",
+ "\n",
+ "Once we have defined the function, we need to tell the neural network where these methods are to be applied. To do so, we use again the `Condition` class. In the `Condition` class, we pass the location points and the equation we want minimized on those points.\n",
+ "\n",
+ "Finally, it's possible to define a `solution` function, which can be useful if we want to plot the results and see how the real solution compares to the expected (true) solution. Notice that the `solution` function is a method of the `Problem` class, but it is not mandatory for problem definition.\n"
+ ]
+ },
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "78b30f95",
+ "metadata": {},
+ "source": [
+ "## Generate data for Physical Problems\n",
+ "\n",
+ "When training physics based models, data can come in form of direct numerical simulation results (tensors, graph), or points in the domains which need to be sampled. In case we perform unsupervised learning, we just need the collocation points for training, i.e. points where we want to evaluate the neural network. Sampling point in **PINA** is very easy. But first, let's check if the domains are dicsretized by using the `are_all_domains_discretised` method."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "a561b984",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "False"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "problem = SimpleODE()\n",
+ "problem.are_all_domains_discretised"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ff0852f9",
+ "metadata": {},
+ "source": [
+ "This is false becase the input points are not available (we need to discretize!). If you call `problem.input_points` at this stage you will get an error due to point missing in the condition.\n",
+ "\n",
+ "```bash\n",
+ ">>> problem.input_pts\n",
+ "```\n",
+ "```python\n",
+ "---------------------------------------------------------------------------\n",
+ "KeyError Traceback (most recent call last)\n",
+ "Cell In[32], line 1\n",
+ "----> 1 problem.input_pts\n",
+ "\n",
+ "File ~/GitHub/PINA/pina/problem/abstract_problem.py:78, in AbstractProblem.input_pts(self)\n",
+ " 76 to_return[cond_name] = cond.input\n",
+ " 77 elif hasattr(cond, \"domain\"):\n",
+ "---> 78 to_return[cond_name] = self._discretised_domains[cond.domain]\n",
+ " 79 return to_return\n",
+ "\n",
+ "KeyError: 'x0'\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "db601e90",
+ "metadata": {},
+ "source": [
+ "To discretise the problem you can use the `discretise_domain` method:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "09ce5c3a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# sampling 20 points in [0, 1] through discretization in all locations\n",
+ "problem.discretise_domain(n=20, mode=\"grid\", domains=\"all\")\n",
+ "\n",
+ "# sampling 20 points in (0, 1) through latin hypercube sampling in D, and 1 point in x0\n",
+ "problem.discretise_domain(n=20, mode=\"latin\", domains=[\"D\"])\n",
+ "problem.discretise_domain(n=1, mode=\"random\", domains=[\"x0\"])\n",
+ "\n",
+ "# sampling 20 points in (0, 1) randomly\n",
+ "problem.discretise_domain(n=20, mode=\"random\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8fbb679f",
+ "metadata": {},
+ "source": [
+ "We are going to use latin hypercube points for sampling. We need to sample in all the conditions domains. In our case we sample in `D` and `x0`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "329962b6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# sampling for training\n",
+ "problem.discretise_domain(1, \"random\", domains=[\"x0\"])\n",
+ "problem.discretise_domain(5, \"lh\", domains=[\"D\"])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ca2ac5c2",
+ "metadata": {},
+ "source": [
+ "The points are saved in a python `dict`, and can be accessed by calling the attributes `input_pts` or `discretised_domains` of the problem."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "d6ed9aaf",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Input points: {'bound_cond': LabelTensor([[0.]]), 'phys_cond': LabelTensor([[0.5744],\n",
+ " [0.0416],\n",
+ " [0.6890],\n",
+ " [0.9406],\n",
+ " [0.3500]])}\n",
+ "Input points labels: {'x0': LabelTensor([[0.]]), 'D': LabelTensor([[0.5744],\n",
+ " [0.0416],\n",
+ " [0.6890],\n",
+ " [0.9406],\n",
+ " [0.3500]])}\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\"Input points:\", problem.input_pts)\n",
+ "print(\"Input points labels:\", problem.discretised_domains)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "669e8534",
+ "metadata": {},
+ "source": [
+ "To visualize the sampled points we can use `matplotlib.pyplot`:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "3802e22a",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "for location in problem.input_pts:\n",
+ " coords = (\n",
+ " problem.input_pts[location].extract(problem.spatial_variables).flatten()\n",
+ " )\n",
+ " plt.scatter(coords, torch.zeros_like(coords), s=10, label=location)\n",
+ "plt.legend()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7bb09c53",
+ "metadata": {},
+ "source": [
+ "## The Problem Zoo module\n",
+ "\n",
+ "In PINA many problems are already implemented for you in the [Problem Zoo module](https://mathlab.github.io/PINA/_rst/_code.html#problems-zoo). For example, the supervised problem at the beginning of the tutorial is implemented in [`SupervisedProblem`](https://mathlab.github.io/PINA/_rst/problem/zoo/supervised_problem.html)!\n",
+ "\n",
+ "Let's see now a physics based example, the advection equation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "c70dfd4b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The AdvectionProblem has 2 conditions with names ['t0', 'D'] \n",
+ "The problem inherits from ['SpatialProblem', 'TimeDependentProblem'] \n",
+ "and the domains are of type CartesianDomain\n"
+ ]
+ }
+ ],
+ "source": [
+ "from pina.problem.zoo import AdvectionProblem\n",
+ "\n",
+ "# defining the problem\n",
+ "problem = AdvectionProblem()\n",
+ "\n",
+ "# some infos\n",
+ "print(\n",
+ " f\"The {problem.__class__.__name__} has {len(problem.conditions)} \"\n",
+ " f\"conditions with names {list(problem.conditions.keys())} \\n\"\n",
+ " \"The problem inherits from \"\n",
+ " f\"{[cls.__name__ for cls in problem.__class__.__bases__]} \\n\"\n",
+ " f\"and the domains are of type {type(problem.domains['t0']).__name__}\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "33e672da",
+ "metadata": {},
+ "source": [
+ "## What's next?\n",
+ "\n",
+ "Congratulations on completing the introductory tutorial of **PINA** problems! There are several directions you can go now:\n",
+ "\n",
+ "1. Create custom problems using the PINA framework, experimenting with different PDEs and data structures.\n",
+ "\n",
+ "2. Explore the [Problem Zoo module](https://mathlab.github.io/PINA/_rst/_code.html#problems-zoo) more in depth\n",
+ "\n",
+ "3. Much more..."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pina",
+ "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": "3.9.21"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/tutorials/tutorial17/tutorial.ipynb b/tutorials/tutorial17/tutorial.ipynb
new file mode 100644
index 000000000..6c1a78e52
--- /dev/null
+++ b/tutorials/tutorial17/tutorial.ipynb
@@ -0,0 +1,839 @@
+{
+ "cells": [
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "6f71ca5c",
+ "metadata": {},
+ "source": [
+ "# Tutorial: Introductory Tutorial: A Beginnerβs Guide to PINA\n",
+ "\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial17/tutorial.ipynb)\n",
+ "\n",
+ "\n",
+ " \n",
+ "
\n",
+ "\n",
+ "Welcome to **PINA**!\n",
+ "\n",
+ "PINA [1] is an open-source Python library designed for **Scientific Machine Learning (SciML)** tasks, particularly involving:\n",
+ "\n",
+ "- **Physics-Informed Neural Networks (PINNs)**\n",
+ "- **Neural Operators (NOs)**\n",
+ "- **Reduced Order Models (ROMs)**\n",
+ "- **Graph Neural Networks (GNNs)**\n",
+ "- ...\n",
+ "\n",
+ "Built on **PyTorch**, **PyTorch Lightning**, and **PyTorch Geometric**, it provides a **user-friendly, intuitive interface** for formulating and solving differential problems using neural networks.\n",
+ "\n",
+ "This tutorial offers a **step-by-step guide** to using PINAβstarting from basic to advanced techniquesβenabling users to tackle a broad spectrum of differential problems with minimal code.\n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3014129d",
+ "metadata": {},
+ "source": [
+ "## The PINA Workflow \n",
+ "\n",
+ "\n",
+ " \n",
+ "
\n",
+ "\n",
+ "Solving a differential problem in **PINA** involves four main steps:\n",
+ "\n",
+ "1. ***Problem & Data***\n",
+ " Define the mathematical problem and its physical constraints using PINAβs base classes: \n",
+ " - `AbstractProblem`\n",
+ " - `SpatialProblem`\n",
+ " - `InverseProblem` \n",
+ " - ...\n",
+ "\n",
+ " Then prepare inputs by discretizing the domain or importing numerical data. PINA provides essential tools like the `Conditions` class and the `pina.domain` module to facilitate domain sampling and ensure that the input data aligns with the problem's requirements.\n",
+ "\n",
+ "> **π We have a dedicated [tutorial](https://mathlab.github.io/PINA/tutorial16/tutorial.html) to teach how to build a Problem from scratch β have a look if you're interested!**\n",
+ "\n",
+ "2. ***Model Design*** \n",
+ " Build neural network models as **PyTorch modules**. For graph-structured data, use **PyTorch Geometric** to build Graph Neural Networks. You can also import models from `pina.model` module!\n",
+ "\n",
+ "3. ***Solver Selection*** \n",
+ " Choose and configure a solver to optimize your model. Options include:\n",
+ " - **Supervised solvers**: `SupervisedSolver`, `ReducedOrderModelSolver`\n",
+ " - **Physics-informed solvers**: `PINN` and (many) variants\n",
+ " - **Generative solvers**: `GAROM` \n",
+ " Solvers can be used out-of-the-box, extended, or fully customized.\n",
+ "\n",
+ "4. ***Training*** \n",
+ " Train your model using the `Trainer` class (built on **PyTorch Lightning**), which enables scalable and efficient training with advanced features.\n",
+ "\n",
+ "\n",
+ "By following these steps, PINA simplifies applying deep learning to scientific computing and differential problems.\n",
+ "\n",
+ "\n",
+ "## A Simple Regression Problem in PINA\n",
+ "We'll start with a simple regression problem [2] of approximating the following function with a Neural Net model $\\mathcal{M}_{\\theta}$:\n",
+ "$$y = x^3 + \\epsilon, \\quad \\epsilon \\sim \\mathcal{N}(0, 9)$$ \n",
+ "using only 20 samples: \n",
+ "\n",
+ "$$x_i \\sim \\mathcal{U}[-3, 3], \\; \\forall i \\in \\{1, \\dots, 20\\}$$\n",
+ "\n",
+ "Using PINA, we will:\n",
+ "\n",
+ "- Generate a synthetic dataset.\n",
+ "- Implement a **Bayesian regressor**.\n",
+ "- Use **Monte Carlo (MC) Dropout** for **Bayesian inference** and **uncertainty estimation**.\n",
+ "\n",
+ "This example highlights how PINA can be used for classic regression tasks with probabilistic modeling capabilities. Let's first import useful modules!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "0981f1e9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## routine needed to run the notebook on Google Colab\n",
+ "try:\n",
+ " import google.colab\n",
+ " IN_COLAB = True\n",
+ "except:\n",
+ " IN_COLAB = False\n",
+ "if IN_COLAB:\n",
+ " !pip install \"pina-mathlab\"\n",
+ "\n",
+ "import warnings\n",
+ "import torch\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "\n",
+ "from pina import Condition, LabelTensor\n",
+ "from pina.problem import AbstractProblem\n",
+ "from pina.geometry import CartesianDomain"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7b91de38",
+ "metadata": {},
+ "source": [
+ "#### ***Problem & Data***\n",
+ "\n",
+ "We'll start by defining a `BayesianProblem` inheriting from `AbstractProblem` to handle input/output data. This is suitable when data is available. For other cases like PDEs without data, use:\n",
+ "\n",
+ "- `SpatialProblem` β for spatial variables\n",
+ "- `TimeDependentProblem` β for temporal variables\n",
+ "- `ParametricProblem` β for parametric inputs\n",
+ "- `InverseProblem` β for parameter estimation from observations\n",
+ " \n",
+ "but we will see this more in depth in a while!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "014bbd86",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# (a) Data generation and plot\n",
+ "domain = CartesianDomain({'x' : [-3, 3]})\n",
+ "x = domain.sample(n=20, mode=\"random\")\n",
+ "y = LabelTensor(x.pow(3) + 3*torch.randn_like(x), 'y')\n",
+ "\n",
+ "# (b) PINA Problem formulation\n",
+ "class BayesianProblem(AbstractProblem):\n",
+ "\n",
+ " output_variables = ['y']\n",
+ " input_variables = ['x']\n",
+ " conditions = {'data': Condition(input_points=x, output_points=y)}\n",
+ "\n",
+ "problem = BayesianProblem()\n",
+ "\n",
+ "# # (b) EXTRA!\n",
+ "# # alternatively you can do the following which is easier\n",
+ "# # uncomment to try it!\n",
+ "# from pina.problem.zoo import SupervisedProblem\n",
+ "# problem = SupervisedProblem(input_=x, output_=y)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b1b1e4c4",
+ "metadata": {},
+ "source": [
+ "We highlight two very important features of PINA\n",
+ "\n",
+ "1. **`LabelTensor` Structure** \n",
+ " - Alongside the standard `torch.Tensor`, PINA introduces the `LabelTensor` structure, which allows **string-based indexing**. \n",
+ " - Ideal for managing and stacking tensors with different labels (e.g., `\"x\"`, `\"t\"`, `\"u\"`) for improved clarity and organization. \n",
+ " - You can still use standard PyTorch tensors if needed.\n",
+ "\n",
+ "2. **`Condition` Object** \n",
+ " - The `Condition` object enforces the **constraints** that the model $\\mathcal{M}_{\\theta}$ must satisfy, such as boundary or initial conditions. \n",
+ " - It ensures that the model adheres to the specific requirements of the problem, making constraint handling more intuitive and streamlined."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "id": "6f25d3a6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The Label Tensor object, a very short introduction... \n",
+ "\n",
+ "1: {'dof': ['a', 'b', 'c', 'd'], 'name': 1}\n",
+ "\n",
+ "tensor([[0.7630, 0.1998, 0.3470, 0.4409],\n",
+ " [0.7179, 0.5710, 0.2510, 0.3984],\n",
+ " [0.0724, 0.5714, 0.9199, 0.7571]]) \n",
+ "\n",
+ "Torch methods can be used, label_tensor.shape=torch.Size([3, 4])\n",
+ "also label_tensor.requires_grad=False \n",
+ "\n",
+ "But we have labels as well, e.g. label_tensor.labels=['a', 'b', 'c', 'd']\n",
+ "And we can slice with labels: \n",
+ " label_tensor[\"a\"]=LabelTensor([[0.7630],\n",
+ " [0.7179],\n",
+ " [0.0724]])\n",
+ "Similarly to: \n",
+ " label_tensor[:, 0]=LabelTensor([[0.7630],\n",
+ " [0.7179],\n",
+ " [0.0724]])\n"
+ ]
+ }
+ ],
+ "source": [
+ "# EXTRA - on the use of LabelTensor\n",
+ "\n",
+ "# We define a 2D tensor, and we index with ['a', 'b', 'c', 'd'] its columns\n",
+ "label_tensor = LabelTensor(torch.rand(3, 4), [\"a\", \"b\", \"c\", \"d\"])\n",
+ "\n",
+ "print(f\"The Label Tensor object, a very short introduction... \\n\")\n",
+ "print(label_tensor, \"\\n\")\n",
+ "print(f\"Torch methods can be used, {label_tensor.shape=}\")\n",
+ "print(f\"also {label_tensor.requires_grad=} \\n\")\n",
+ "print(f\"But we have labels as well, e.g. {label_tensor.labels=}\")\n",
+ "print(f'And we can slice with labels: \\n {label_tensor[\"a\"]=}')\n",
+ "print(f\"Similarly to: \\n {label_tensor[:, 0]=}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "98cba096",
+ "metadata": {},
+ "source": [
+ "#### ***Model Design***\n",
+ "\n",
+ "We will now solve the problem using a **simple PyTorch Neural Network** with **Dropout**, which we will implement from scratch following [2]. \n",
+ "It's important to note that PINA provides a wide range of **state-of-the-art (SOTA)** architectures in the `pina.model` module, which you can explore further [here](https://mathlab.github.io/PINA/_rst/_code.html#models).\n",
+ "\n",
+ "#### ***Solver Selection***\n",
+ "\n",
+ "For this task, we will use a straightforward **supervised learning** approach by importing the `SupervisedSolver` from `pina.solvers`. The solver is responsible for defining the training strategy. \n",
+ "\n",
+ "The `SupervisedSolver` is designed to handle typical regression tasks effectively by minimizing the following loss function:\n",
+ "$$\n",
+ "\\mathcal{L}_{\\rm{problem}} = \\frac{1}{N}\\sum_{i=1}^N\n",
+ "\\mathcal{L}(y_i - \\mathcal{M}_{\\theta}(x_i))\n",
+ "$$\n",
+ "where $\\mathcal{L}$ is the loss function, with the default being **Mean Squared Error (MSE)**:\n",
+ "$$\n",
+ "\\mathcal{L}(v) = \\| v \\|^2_2.\n",
+ "$$\n",
+ "\n",
+ "#### **Training**\n",
+ "\n",
+ "Next, we will use the `Trainer` class to train the model. The `Trainer` class, based on **PyTorch Lightning**, offers many features that help:\n",
+ "- **Improve model accuracy**\n",
+ "- **Reduce training time and memory usage**\n",
+ "- **Facilitate logging and visualization** \n",
+ "\n",
+ "The great work done by the PyTorch Lightning team ensures a streamlined training process."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 64,
+ "id": "5388aaaa",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "GPU available: True (mps), used: False\n",
+ "TPU available: False, using: 0 TPU cores\n",
+ "HPU available: False, using: 0 HPUs\n",
+ "\n",
+ " | Name | Type | Params | Mode \n",
+ "----------------------------------------------------\n",
+ "0 | _pina_models | ModuleList | 301 | train\n",
+ "1 | _loss_fn | MSELoss | 0 | train\n",
+ "----------------------------------------------------\n",
+ "301 Trainable params\n",
+ "0 Non-trainable params\n",
+ "301 Total params\n",
+ "0.001 Total estimated model params size (MB)\n",
+ "8 Modules in train mode\n",
+ "0 Modules in eval mode\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "73747bd57cac432eb8dddd5254be755c",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "`Trainer.fit` stopped: `max_epochs=2000` reached.\n"
+ ]
+ }
+ ],
+ "source": [
+ "from pina.solver import SupervisedSolver \n",
+ "from pina.trainer import Trainer\n",
+ "\n",
+ "# define problem & data (step 1)\n",
+ "class BayesianModel(torch.nn.Module):\n",
+ " def __init__(self):\n",
+ " super().__init__()\n",
+ " self.layers = torch.nn.Sequential(\n",
+ " torch.nn.Linear(1, 100),\n",
+ " torch.nn.ReLU(),\n",
+ " torch.nn.Dropout(0.5),\n",
+ " torch.nn.Linear(100, 1)\n",
+ " )\n",
+ " def forward(self, x):\n",
+ " return self.layers(x)\n",
+ "\n",
+ "problem = BayesianProblem()\n",
+ "\n",
+ "# model design (step 2)\n",
+ "model = BayesianModel()\n",
+ "\n",
+ "# solver selection (step 3)\n",
+ "solver = SupervisedSolver(problem, model)\n",
+ "\n",
+ "# training (step 4)\n",
+ "trainer = Trainer(solver=solver, max_epochs=2000, accelerator='cpu')\n",
+ "trainer.train()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5bf9b0d5",
+ "metadata": {},
+ "source": [
+ "#### ***Model Training Complete! Now Visualize the Solutions***\n",
+ "\n",
+ "The model has been trained! Since we used **Dropout** during training, the model is probabilistic (Bayesian) [3]. This means that each time we evaluate the forward pass on the input points $x_i$, the results will differ due to the stochastic nature of Dropout.\n",
+ "\n",
+ "To visualize the model's predictions and uncertainty, we will:\n",
+ "\n",
+ "1. **Evaluate the Forward Pass**: Perform multiple forward passes to get different predictions for each input $x_i$.\n",
+ "2. **Compute the Mean**: Calculate the average prediction $\\mu_\\theta$ across all forward passes.\n",
+ "3. **Compute the Standard Deviation**: Calculate the variability of the predictions $\\sigma_\\theta$, which indicates the model's uncertainty.\n",
+ "\n",
+ "This allows us to understand not only the predicted values but also the confidence in those predictions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 65,
+ "id": "f2555911",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "x_test = LabelTensor(torch.linspace(-4, 4, 100).reshape(-1, 1), 'x')\n",
+ "y_test = torch.stack([solver(x_test) for _ in range(1000)], dim=0)\n",
+ "y_mean, y_std = y_test.mean(0).detach(), y_test.std(0).detach()\n",
+ "# plot\n",
+ "x_test = x_test.flatten()\n",
+ "y_mean = y_mean.flatten()\n",
+ "y_std = y_std.flatten()\n",
+ "plt.plot(x_test, y_mean, label=r'$\\mu_{\\theta}$')\n",
+ "plt.fill_between(x_test, y_mean-3*y_std, y_mean+3*y_std, alpha=0.3, label=r'3$\\sigma_{\\theta}$')\n",
+ "plt.plot(x_test, x_test.pow(3), label='true')\n",
+ "plt.scatter(x, y, label='train data')\n",
+ "plt.legend()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ea79c71d",
+ "metadata": {},
+ "source": [
+ "## PINA for Physics-Informed Machine Learning\n",
+ "\n",
+ "In the previous section, we used PINA for **supervised learning**. However, one of its main strengths lies in **Physics-Informed Machine Learning (PIML)**, specifically through **Physics-Informed Neural Networks (PINNs)**.\n",
+ "\n",
+ "### What Are PINNs?\n",
+ "\n",
+ "PINNs are deep learning models that integrate the laws of physics directly into the training process. By incorporating **differential equations** and **boundary conditions** into the loss function, PINNs allow the modeling of complex physical systems while ensuring the predictions remain consistent with scientific laws.\n",
+ "\n",
+ "### Solving a 2D Poisson Problem\n",
+ "\n",
+ "In this section, we will solve a **2D Poisson problem** with **Dirichlet boundary conditions** on an **hourglass-shaped domain** using a simple PINN [4]. You can explore other PINN variants, e.g. [5] or [6] in PINA by visiting the [PINA solvers documentation](https://mathlab.github.io/PINA/_rst/_code.html#solvers). We aim to solve the following 2D Poisson problem:\n",
+ "\n",
+ "$$\n",
+ "\\begin{cases}\n",
+ "\\Delta u(x, y) = \\sin{(\\pi x)} \\sin{(\\pi y)} & \\text{in } D, \\\\\n",
+ "u(x, y) = 0 & \\text{on } \\partial D \n",
+ "\\end{cases}\n",
+ "$$\n",
+ "\n",
+ "where $D$ is an **hourglass-shaped domain** defined as the difference between a **Cartesian domain** and two intersecting **ellipsoids**, and $\\partial D$ is the boundary of the domain.\n",
+ "\n",
+ "### Building Complex Domains\n",
+ "\n",
+ "PINA allows you to build complex geometries easily. It provides many built-in domain shapes and Boolean operators for combining them. For this problem, we will define the hourglass-shaped domain using the existing `CartesianDomain` and `EllipsoidDomain` classes, with Boolean operators like `Difference` and `Union`.\n",
+ "\n",
+ "> **π If you are interested in exploring the `domain` module in more detail, check out [this tutorial](https://mathlab.github.io/PINA/_rst/tutorials/tutorial6/tutorial.html).**\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 66,
+ "id": "02518706",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pina.domain import EllipsoidDomain, Difference, CartesianDomain, Union\n",
+ "\n",
+ "# (a) Building the interior of the hourglass-shaped domain\n",
+ "cartesian = CartesianDomain({\"x\": [-3, 3], \"y\": [-3, 3]})\n",
+ "ellipsoid_1 = EllipsoidDomain({\"x\": [-5, -1], \"y\": [-3, 3]})\n",
+ "ellipsoid_2 = EllipsoidDomain({\"x\": [1, 5], \"y\": [-3, 3]})\n",
+ "interior = Difference([cartesian, ellipsoid_1, ellipsoid_2])\n",
+ "\n",
+ "# (a) Building the boundary of the hourglass-shaped domain\n",
+ "border_ellipsoid_1 = EllipsoidDomain(\n",
+ " {\"x\": [-5, -1], \"y\": [-3, 3]}, sample_surface=True\n",
+ ")\n",
+ "border_ellipsoid_2 = EllipsoidDomain(\n",
+ " {\"x\": [1, 5], \"y\": [-3, 3]}, sample_surface=True\n",
+ ")\n",
+ "border_1 = CartesianDomain({\"x\": [-3, 3], \"y\": 3})\n",
+ "border_2 = CartesianDomain({\"x\": [-3, 3], \"y\": -3})\n",
+ "ex_1 = CartesianDomain({\"x\": [-5, -3], \"y\": [-3, 3]})\n",
+ "ex_2 = CartesianDomain({\"x\": [3, 5], \"y\": [-3, 3]})\n",
+ "border_ells = Union([border_ellipsoid_1, border_ellipsoid_2])\n",
+ "border = Union(\n",
+ " [\n",
+ " border_1,\n",
+ " border_2,\n",
+ " Difference(\n",
+ " [Union([border_ellipsoid_1, border_ellipsoid_2]), ex_1, ex_2]\n",
+ " ),\n",
+ " ]\n",
+ ")\n",
+ "\n",
+ "# (c) Sample the domains\n",
+ "interior_samples = interior.sample(n=1000, mode=\"random\")\n",
+ "border_samples = border.sample(n=1000, mode=\"random\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b0da3d52",
+ "metadata": {},
+ "source": [
+ "#### Plotting the domain\n",
+ "\n",
+ "Nice! Now that we have built the domain, let's try to plot it"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 67,
+ "id": "47459922",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure(figsize=(8, 4))\n",
+ "plt.subplot(1, 2, 1)\n",
+ "plt.scatter(\n",
+ " interior_samples.extract(\"x\"),\n",
+ " interior_samples.extract(\"y\"),\n",
+ " c=\"blue\",\n",
+ " alpha=0.5,\n",
+ ")\n",
+ "plt.title(\"Hourglass Interior\")\n",
+ "plt.subplot(1, 2, 2)\n",
+ "plt.scatter(\n",
+ " border_samples.extract(\"x\"),\n",
+ " border_samples.extract(\"y\"),\n",
+ " c=\"blue\",\n",
+ " alpha=0.5,\n",
+ ")\n",
+ "plt.title(\"Hourglass Border\")\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4d2e59a9",
+ "metadata": {},
+ "source": [
+ "#### Writing the Poisson Problem Class\n",
+ "\n",
+ "Very good! Now we will implement the problem class for the 2D Poisson problem. Unlike the previous examples, where we inherited from `AbstractProblem`, for this problem, we will inherit from the `SpatialProblem` class. \n",
+ "\n",
+ "The reason for this is that the Poisson problem involves **spatial variables** as input, so we use `SpatialProblem` to handle such cases.\n",
+ "\n",
+ "This will allow us to define the problem with spatial dependencies and set up the neural network model accordingly."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 69,
+ "id": "e1eb5a09",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pina.problem import SpatialProblem\n",
+ "from pina.operator import laplacian\n",
+ "from pina.equation import FixedValue, Equation\n",
+ "\n",
+ "\n",
+ "def poisson_equation(input_, output_):\n",
+ " force_term = torch.sin(input_.extract([\"x\"]) * torch.pi) * torch.sin(\n",
+ " input_.extract([\"y\"]) * torch.pi\n",
+ " )\n",
+ " laplacian_u = laplacian(output_, input_, components=[\"u\"], d=[\"x\", \"y\"])\n",
+ " return laplacian_u - force_term\n",
+ "\n",
+ "\n",
+ "class Poisson(SpatialProblem):\n",
+ " # define output_variables and spatial_domain\n",
+ " output_variables = [\"u\"]\n",
+ " spatial_domain = Union([interior, border])\n",
+ " # define the domains\n",
+ " domains = {\"border\": border, \"interior\": interior}\n",
+ " # define the conditions\n",
+ " conditions = {\n",
+ " \"border\": Condition(domain=\"border\", equation=FixedValue(0.0)),\n",
+ " \"interior\": Condition(\n",
+ " domain=\"interior\", equation=Equation(poisson_equation)\n",
+ " ),\n",
+ " }\n",
+ "\n",
+ "\n",
+ "poisson_problem = Poisson()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f49a8307",
+ "metadata": {},
+ "source": [
+ "As you can see, writing the problem class for a differential equation in PINA is straightforward! The main differences are:\n",
+ "\n",
+ "- We inherit from **`SpatialProblem`** instead of `AbstractProblem` to account for spatial variables.\n",
+ "- We use **`domain`** and **`equation`** inside the `Condition` to define the problem.\n",
+ "\n",
+ "The `Equation` class can be very useful for creating modular problem classes. If you're interested, check out [this tutorial](https://mathlab.github.io/PINA/_rst/tutorial12/tutorial.html) for more details. There's also a dedicated [tutorial](https://mathlab.github.io/PINA/_rst/tutorial16/tutorial.html) for building custom problems!\n",
+ "\n",
+ "Once the problem class is set, we need to **sample the domain** to obtain the data. PINA will automatically handle this, and if you forget to sample, an error will be raised before training begins π."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 70,
+ "id": "a95bb250",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Points are not automatically sampled, you can see this by:\n",
+ " poisson_problem.are_all_domains_discretised=False\n",
+ "\n",
+ "But you can easily sample by running .discretise_domain:\n",
+ " poisson_problem.are_all_domains_discretised=True\n"
+ ]
+ }
+ ],
+ "source": [
+ "print('Points are not automatically sampled, you can see this by:')\n",
+ "print(f\" {poisson_problem.are_all_domains_discretised=}\\n\")\n",
+ "print('But you can easily sample by running .discretise_domain:')\n",
+ "poisson_problem.discretise_domain(n=1000, domains=['interior'])\n",
+ "poisson_problem.discretise_domain(n=100, domains=[\"border\"])\n",
+ "print(f\" {poisson_problem.are_all_domains_discretised=}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a2c7b406",
+ "metadata": {},
+ "source": [
+ "### Building the Model\n",
+ "\n",
+ "After setting the problem and sampling the domain, the next step is to **build the model** $\\mathcal{M}_{\\theta}$.\n",
+ "\n",
+ "For this, we will use the custom PINA models available [here](https://mathlab.github.io/PINA/_rst/_code.html#models). Specifically, we will use a **feed-forward neural network** by importing the `FeedForward` class.\n",
+ "\n",
+ "This neural network takes the **coordinates** (in this case `['x', 'y']`) as input and outputs the unknown field of the Poisson problem. \n",
+ "\n",
+ "In this tutorial, the neural network is composed of 2 hidden layers, each with 120 neurons and tanh activation."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 72,
+ "id": "b893232b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from pina.model import FeedForward\n",
+ "\n",
+ "model = FeedForward(\n",
+ " func = torch.nn.Tanh,\n",
+ " layers=[120]*2,\n",
+ " output_dimensions=len(poisson_problem.output_variables),\n",
+ " input_dimensions=len(poisson_problem.input_variables)\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "37b09ea9",
+ "metadata": {},
+ "source": [
+ "### Solver Selection\n",
+ "\n",
+ "The thir part of the PINA pipeline involves using a **Solver**.\n",
+ "\n",
+ "In this tutorial, we will use the **classical PINN** solver. However, many other variants are also available and we invite to try them!\n",
+ "\n",
+ "#### Loss Function in PINA\n",
+ "\n",
+ "The loss function in the **classical PINN** is defined as follows:\n",
+ "\n",
+ "$$\\theta_{\\rm{best}}=\\min_{\\theta}\\mathcal{L}_{\\rm{problem}}(\\theta), \\quad \\mathcal{L}_{\\rm{problem}}(\\theta)= \\frac{1}{N_{D}}\\sum_{i=1}^N\n",
+ "\\mathcal{L}(\\Delta\\mathcal{M}_{\\theta}(\\mathbf{x}_i, \\mathbf{y}_i) - \\sin(\\pi x_i)\\sin(\\pi y_i)) +\n",
+ "\\frac{1}{N}\\sum_{i=1}^N\n",
+ "\\mathcal{L}(\\mathcal{M}_{\\theta}(\\mathbf{x}_i, \\mathbf{y}_i))$$\n",
+ "\n",
+ "This loss consists of:\n",
+ "1. The **differential equation residual**: Ensures the model satisfies the Poisson equation.\n",
+ "2. The **boundary condition**: Ensures the model satisfies the Dirichlet boundary condition.\n",
+ "\n",
+ "### Training\n",
+ "\n",
+ "For the last part of the pipeline we need a `Trainer`. We will train the model for **1000 epochs** using the default optimizer parameters. These parameters can be adjusted as needed. For more details, check the solvers documentation [here](https://mathlab.github.io/PINA/_rst/_code.html#solvers).\n",
+ "\n",
+ "To track metrics during training, we use the **`MetricTracker`** class.\n",
+ "\n",
+ "> **π Want to know more about `Trainer` and how to boost PINA performance, check out [this tutorial](https://mathlab.github.io/PINA/_rst/tutorials/tutorial11/tutorial.html).**"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 73,
+ "id": "0f135cc4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "GPU available: True (mps), used: False\n",
+ "TPU available: False, using: 0 TPU cores\n",
+ "HPU available: False, using: 0 HPUs\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "2e865b123dbb4f39bef00e0501eb6a61",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "`Trainer.fit` stopped: `max_epochs=1500` reached.\n"
+ ]
+ }
+ ],
+ "source": [
+ "from pina.solver import PINN\n",
+ "from pina.callback import MetricTracker\n",
+ "\n",
+ "# define the solver\n",
+ "solver = PINN(poisson_problem, model)\n",
+ "\n",
+ "# define trainer\n",
+ "trainer = Trainer(\n",
+ " solver,\n",
+ " max_epochs=1500,\n",
+ " callbacks=[MetricTracker()],\n",
+ " accelerator=\"cpu\",\n",
+ " enable_model_summary=False,\n",
+ ")\n",
+ "\n",
+ "# train\n",
+ "trainer.train()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a3d9fc51",
+ "metadata": {},
+ "source": [
+ "Done! We can plot the solution and its residual"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 75,
+ "id": "dea7acf4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# sample points in the domain. remember to set requires_grad!\n",
+ "pts = poisson_problem.spatial_domain.sample(1000).requires_grad_(True)\n",
+ "# compute the solution\n",
+ "solution = solver(pts)\n",
+ "# compute the residual in the interior\n",
+ "equation = poisson_problem.conditions[\"interior\"].equation\n",
+ "residual = solver.compute_residual(pts, equation)\n",
+ "# simple plot\n",
+ "with torch.no_grad():\n",
+ " plt.subplot(1, 2, 1)\n",
+ " plt.scatter(\n",
+ " pts.extract(\"x\").flatten(),\n",
+ " pts.extract(\"y\").flatten(),\n",
+ " c=solution.extract(\"u\").flatten(),\n",
+ " )\n",
+ " plt.colorbar()\n",
+ " plt.title(\"Solution\")\n",
+ " plt.subplot(1, 2, 2)\n",
+ " plt.scatter(\n",
+ " pts.extract(\"x\").flatten(),\n",
+ " pts.extract(\"y\").flatten(),\n",
+ " c=residual.flatten(),\n",
+ " )\n",
+ " plt.colorbar()\n",
+ " plt.tight_layout()\n",
+ " plt.title(\"Residual\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "487c1d47",
+ "metadata": {},
+ "source": [
+ "## What's Next?\n",
+ "\n",
+ "Congratulations on completing the introductory tutorial of **PINA**! Now that you have a solid foundation, here are a few directions you can explore:\n",
+ "\n",
+ "1. **Explore Advanced Solvers**: Dive into more advanced solvers like **SAPINN** or **RBAPINN** and experiment with different variations of Physics-Informed Neural Networks.\n",
+ "2. **Apply PINA to New Problems**: Try solving other types of differential equations or explore inverse problems and parametric problems using the PINA framework.\n",
+ "3. **Optimize Model Performance**: Use the `Trainer` class to enhance model performance by exploring features like dynamic learning rates, early stopping, and model checkpoints.\n",
+ "\n",
+ "For more resources and tutorials, check out the [PINA Documentation](https://mathlab.github.io/PINA/).\n",
+ "\n",
+ "\n",
+ "### References\n",
+ "\n",
+ "[1] *Coscia, Dario, et al. \"Physics-informed neural networks for advanced modeling.\" Journal of Open Source Software, 2023.*\n",
+ "\n",
+ "[2] *HernΓ‘ndez-Lobato, JosΓ© Miguel, and Ryan Adams. \"Probabilistic backpropagation for scalable learning of bayesian neural networks.\" International conference on machine learning, 2015.*\n",
+ "\n",
+ "[3] *Gal, Yarin, and Zoubin Ghahramani. \"Dropout as a bayesian approximation: Representing model uncertainty in deep learning.\" International conference on machine learning, 2016.*\n",
+ "\n",
+ "[4] *Raissi, Maziar, Paris Perdikaris, and George E. Karniadakis. \"Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations.\" Journal of Computational Physics, 2019.*\n",
+ "\n",
+ "[5] *McClenny, Levi D., and Ulisses M. Braga-Neto. \"Self-adaptive physics-informed neural networks.\" Journal of Computational Physics, 2023.*\n",
+ "\n",
+ "[6] *Anagnostopoulos, Sokratis J., et al. \"Residual-based attention in physics-informed neural networks.\" Computer Methods in Applied Mechanics and Engineering, 2024.*"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pina",
+ "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": "3.9.21"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/tutorials/tutorial18/tutorial.ipynb b/tutorials/tutorial18/tutorial.ipynb
new file mode 100644
index 000000000..56209dde1
--- /dev/null
+++ b/tutorials/tutorial18/tutorial.ipynb
@@ -0,0 +1,441 @@
+{
+ "cells": [
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "6f71ca5c",
+ "metadata": {},
+ "source": [
+ "# Tutorial: Introduction to Solver classes\n",
+ "\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial18/tutorial.ipynb)\n",
+ "\n",
+ "In this tutorial, we will explore the Solver classes in PINA, that are the core components for optimizing models. Solvers are designed to manage and execute the optimization process, providing the flexibility to work with various types of neural networks and loss functions. We will show how to use this class to select and implement different solvers, such as Supervised Learning, Physics-Informed Neural Networks (PINNs), and Generative Learning solvers. By the end of this tutorial, you'll be equipped to easily choose and customize solvers for your own tasks, streamlining the model training process.\n",
+ "\n",
+ "## Introduction to Solvers\n",
+ "\n",
+ "[`Solvers`](https://mathlab.github.io/PINA/_rst/_code.html#solvers) are versatile objects in PINA designed to manage the training and optimization of machine learning models. They handle key components of the learning process, including:\n",
+ "\n",
+ "- Loss function minimization \n",
+ "- Model optimization (optimizer, schedulers)\n",
+ "- Validation and testing workflows\n",
+ "\n",
+ "PINA solvers are built on top of the [PyTorch Lightning `LightningModule`](https://lightning.ai/docs/pytorch/stable/common/lightning_module.html), which provides a structured and scalable training framework. This allows solvers to leverage advanced features such as distributed training, early stopping, and logging β all with minimal setup.\n",
+ "\n",
+ "## Solvers Hierarchy: Single and MultiSolver\n",
+ "\n",
+ "PINA provides two main abstract interfaces for solvers, depending on whether the training involves a single model or multiple models. These interfaces define the base functionality that all specific solver implementations inherit from.\n",
+ "\n",
+ "### 1. [`SingleSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/solver_interface.html)\n",
+ "\n",
+ "This is the abstract base class for solvers that train **a single model**, such as in standard supervised learning or physics-informed training. All specific solvers (e.g., `SupervisedSolver`, `PINN`) inherit from this interface.\n",
+ "\n",
+ "**Arguments:**\n",
+ "- `problem` β The problem to be solved.\n",
+ "- `model` β The neural network model.\n",
+ "- `optimizer` β Defaults to `torch.optim.Adam` if not provided.\n",
+ "- `scheduler` β Defaults to `torch.optim.lr_scheduler.ConstantLR`.\n",
+ "- `weighting` β Optional loss weighting schema., see [here](https://mathlab.github.io/PINA/_rst/_code.html#losses-and-weightings). We weight already for you!\n",
+ "- `use_lt` β Whether to use LabelTensors as input.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "### 2. [`MultiSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/multi_solver_interface.html)\n",
+ "\n",
+ "This is the abstract base class for solvers involving **multiple models**, such as in GAN architectures or ensemble training strategies. All multi-model solvers (e.g., `DeepEnsemblePINN`, `GAROM`) inherit from this interface.\n",
+ "\n",
+ "**Arguments:**\n",
+ "- `problem` β The problem to be solved.\n",
+ "- `models` β The model or models used for training.\n",
+ "- `optimizers` β Defaults to `torch.optim.Adam`.\n",
+ "- `schedulers` β Defaults to `torch.optim.lr_scheduler.ConstantLR`.\n",
+ "- `weightings` β Optional loss weighting schema, see [here](https://mathlab.github.io/PINA/_rst/_code.html#losses-and-weightings). We weight already for you!\n",
+ "- `use_lt` β Whether to use LabelTensors as input.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "These base classes define the structure and behavior of solvers in PINA, allowing you to create customized training strategies while leveraging PyTorch Lightning's features under the hood. \n",
+ "\n",
+ "These classes are used to define the backbone, i.e. setting the problem, the model(s), the optimizer(s) and scheduler(s), but miss a key component the `optimization_cycle` method.\n",
+ "\n",
+ "\n",
+ "## Optimization Cycle\n",
+ "The `optimization_cycle` method is the core function responsible for computing losses for **all conditions** in a given training batch. Each condition (e.g. initial condition, boundary condition, PDE residual) contributes its own loss, which is tracked and returned in a dictionary. This method should return a dictionary mapping **condition names** to their respective **scalar loss values**.\n",
+ "\n",
+ "For supervised learning tasks, where each condition consists of an input-target pair, for example, the `optimization_cycle` may look like this:\n",
+ "\n",
+ "```python\n",
+ "def optimization_cycle(self, batch):\n",
+ " \"\"\"\n",
+ " The optimization cycle for Supervised solvers.\n",
+ " Computes loss for each condition in the batch.\n",
+ " \"\"\"\n",
+ " condition_loss = {}\n",
+ " for condition_name, data in batch:\n",
+ " condition_loss[condition_name] = self.loss_data(\n",
+ " input=data[\"input\"], target=data[\"target\"]\n",
+ " )\n",
+ " return condition_loss\n",
+ "```\n",
+ "In PINA, a **batch** is structured as a list of tuples, where each tuple corresponds to a specific training condition. Each tuple contains:\n",
+ "\n",
+ "- The **name of the condition**\n",
+ "- A **dictionary of data** associated with that condition\n",
+ "\n",
+ "for example:\n",
+ "\n",
+ "```python\n",
+ "batch = [\n",
+ " (\"condition1\", {\"input\": ..., \"target\": ...}),\n",
+ " (\"condition2\", {\"input\": ..., \"equation\": ...}),\n",
+ " (\"condition3\", {\"input\": ..., \"target\": ...}),\n",
+ "]\n",
+ "```\n",
+ "\n",
+ "Fortunately, you don't need to implement the `optimization_cycle` yourself in most cases β PINA already provides default implementations tailored to common solver types. These implementations are available through the solver interfaces and cover various training strategies.\n",
+ "\n",
+ "1. [`PINNInterface`](https://mathlab.github.io/PINA/_rst/solver/physics_informed_solver/pinn_interface.html) \n",
+ " Implements the optimization cycle for **physics-based solvers** (e.g., PDE residual minimization) as well as other useful methods to compute PDE residuals. \n",
+ " β€ [View method](https://mathlab.github.io/PINA/_rst/solver/physics_informed_solver/pinn_interface.html#pina.solver.physics_informed_solver.pinn_interface.PINNInterface.optimization_cycle)\n",
+ "\n",
+ "2. [`SupervisedSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/supervised_solver/supervised_solver_interface.html) \n",
+ " Defines the optimization cycle for **supervised learning tasks**, including traditional regression and classification. \n",
+ " β€ [View method](https://mathlab.github.io/PINA/_rst/solver/supervised_solver/supervised_solver_interface.html#pina.solver.supervised_solver.supervised_solver_interface.SupervisedSolverInterface.optimization_cycle)\n",
+ "\n",
+ "3. [`DeepEnsembleSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/ensemble_solver/ensemble_solver_interface.html) \n",
+ " Provides the optimization logic for **deep ensemble methods**, commonly used for uncertainty quantification or robustness. \n",
+ " β€ [View method](https://mathlab.github.io/PINA/_rst/solver/ensemble_solver/ensemble_solver_interface.html#pina.solver.ensemble_solver.ensemble_solver_interface.DeepEnsembleSolverInterface.optimization_cycle)\n",
+ "\n",
+ "These ready-to-use implementations ensure that your solvers are properly structured and compatible with PINAβs training workflow. You can also inherit and override them to fit more specialized needs. They only require, the following arguments:\n",
+ "**Arguments:**\n",
+ "- `problem` β The problem to be solved.\n",
+ "- `loss` - The loss to be minimized\n",
+ "- `weightings` β Optional loss weighting schema.\n",
+ "- `use_lt` β Whether to use LabelTensors as input.\n",
+ "\n",
+ "## Structure a Solver with Multiple Inheritance:\n",
+ "\n",
+ "Thanks to PINAβs modular design, creating a custom solver is straightforward using **multiple inheritance**. You can combine different interfaces to define both the **optimization logic** and the **model structure**.\n",
+ "\n",
+ "- **`PINN` Solver**\n",
+ " - Inherits from: \n",
+ " - [`PINNInterface`](https://mathlab.github.io/PINA/_rst/solver/physics_informed_solver/pinn_interface.html) β physics-based optimization loop \n",
+ " - [`SingleSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/solver_interface.html) β training a single model\n",
+ "\n",
+ "- **`SupervisedSolver`**\n",
+ " - Inherits from: \n",
+ " - [`SupervisedSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/supervised_solver/supervised_solver_interface.html) β data-driven optimization loop \n",
+ " - [`SingleSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/solver_interface.html) β training a single model\n",
+ "\n",
+ "- **`GAROM`** (a variant of GAN)\n",
+ " - Inherits from: \n",
+ " - [`SupervisedSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/supervised_solver/supervised_solver_interface.html) β data-driven optimization loop \n",
+ " - [`MultiSolverInterface`](https://mathlab.github.io/PINA/_rst/solver/multi_solver_interface.html) β training multiple models (e.g., generator and discriminator)\n",
+ "\n",
+ "This structure promotes **code reuse** and **extensibility**, allowing you to quickly prototype new solver strategies by reusing core training and optimization logic.\n",
+ "\n",
+ "## Let's try to build some solvers!\n",
+ "\n",
+ "We will now start building a simple supervised solver in PINA. Let's first import useful modules! "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 37,
+ "id": "0981f1e9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## routine needed to run the notebook on Google Colab\n",
+ "try:\n",
+ " import google.colab\n",
+ " IN_COLAB = True\n",
+ "except:\n",
+ " IN_COLAB = False\n",
+ "if IN_COLAB:\n",
+ " !pip install \"pina-mathlab\"\n",
+ "\n",
+ "import warnings\n",
+ "import torch\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "\n",
+ "from pina import Trainer\n",
+ "from pina.solver import SingleSolverInterface, SupervisedSolverInterface\n",
+ "from pina.model import FeedForward\n",
+ "from pina.problem.zoo import SupervisedProblem"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7b91de38",
+ "metadata": {},
+ "source": [
+ "Since we are using only one model for this task, we will inherit from two base classes:\n",
+ "\n",
+ "- `SingleSolverInterface`: This ensures we are working with a single model.\n",
+ "- `SupervisedSolverInterface`: This allows us to use supervised learning strategies for training the model."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 50,
+ "id": "014bbd86",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "class MyFirstSolver(SupervisedSolverInterface, SingleSolverInterface):\n",
+ " def __init__(\n",
+ " self,\n",
+ " problem,\n",
+ " model,\n",
+ " loss=None,\n",
+ " optimizer=None,\n",
+ " scheduler=None,\n",
+ " weighting=None,\n",
+ " use_lt=True,\n",
+ " ):\n",
+ " super().__init__(\n",
+ " model=model,\n",
+ " problem=problem,\n",
+ " loss=loss,\n",
+ " optimizer=optimizer,\n",
+ " scheduler=scheduler,\n",
+ " weighting=weighting,\n",
+ " use_lt=use_lt,\n",
+ " )"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b1b1e4c4",
+ "metadata": {},
+ "source": [
+ "By default, Python follows a specific method resolution order (MRO) when a class inherits from multiple parent classes. This means that the initialization (`__init__`) method is called based on the order of inheritance.\n",
+ "\n",
+ "Since we inherit from `SupervisedSolverInterface` first, Python will call the `__init__` method from `SupervisedSolverInterface` (initialize `problem`, `loss`, `weighting` and `use_lt`) before calling the `__init__` method from `SingleSolverInterface` (initialize `model`, `optimizer`, `scheduler`). This allows us to customize the initialization process for our custom solver. \n",
+ "\n",
+ "We will learn a very simple problem, try to learn $y=\\sin(x)$."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 51,
+ "id": "6f25d3a6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# get the data\n",
+ "x = torch.linspace(0, torch.pi, 100).view(-1, 1)\n",
+ "y = torch.sin(x)\n",
+ "# build the problem\n",
+ "problem = SupervisedProblem(x, y)\n",
+ "# build the model\n",
+ "model = FeedForward(1, 1)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9f7551bf",
+ "metadata": {},
+ "source": [
+ "If we now try to initialize the solver `MyFirstSolver` we will get the following error:\n",
+ "\n",
+ "```python\n",
+ "---------------------------------------------------------------------------\n",
+ "TypeError Traceback (most recent call last)\n",
+ "Cell In[41], line 1\n",
+ "----> 1 MyFirstSolver(problem, model)\n",
+ "\n",
+ "TypeError: Can't instantiate abstract class MyFirstSolver with abstract method loss_data\n",
+ "```\n",
+ "\n",
+ "### Data and Physics Loss\n",
+ "The error above is because in PINA, all solvers must specify how to compute the loss during training. There are two main types of losses that can be computed, depending on the nature of the problem:\n",
+ "\n",
+ "1. **`loss_data`**: Computes the **data loss** between the model's output and the true solution. This is typically used in **supervised learning** setups, where we have ground truth data to compare the model's predictions. It expects some `input` (tensor, graph, ...) and a `target` (tensor, graph, ...)\n",
+ " \n",
+ "2. **`loss_phys`**: Computes the **physics loss** for **physics-informed solvers** (PINNs). This loss is based on the residuals of the governing equations that model physical systems, enforcing the equations during training. It expects some `samples` (`LabelTensor`) and an `equation` (`Equation`)\n",
+ "\n",
+ "Therefore our implementation becomes:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 52,
+ "id": "336e8060",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "GPU available: True (mps), used: False\n",
+ "TPU available: False, using: 0 TPU cores\n",
+ "HPU available: False, using: 0 HPUs\n",
+ "\n",
+ " | Name | Type | Params | Mode \n",
+ "----------------------------------------------------\n",
+ "0 | _pina_models | ModuleList | 481 | train\n",
+ "1 | _loss_fn | MSELoss | 0 | train\n",
+ "----------------------------------------------------\n",
+ "481 Trainable params\n",
+ "0 Non-trainable params\n",
+ "481 Total params\n",
+ "0.002 Total estimated model params size (MB)\n",
+ "9 Modules in train mode\n",
+ "0 Modules in eval mode\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "d6d009cd7efb4c76ba2115f828e46dc8",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Training: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "`Trainer.fit` stopped: `max_epochs=500` reached.\n"
+ ]
+ },
+ {
+ "data": {
+ "application/vnd.jupyter.widget-view+json": {
+ "model_id": "c7679ddd66e748dbaef644592c18a010",
+ "version_major": 2,
+ "version_minor": 0
+ },
+ "text/plain": [
+ "Testing: | | 0/? [00:00, ?it/s]"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ\n",
+ " Test metric DataLoader 0\n",
+ "ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ\n",
+ " test_loss 0.006782823242247105\n",
+ "ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ\n"
+ ]
+ }
+ ],
+ "source": [
+ "class MyFirstSolver(SupervisedSolverInterface, SingleSolverInterface):\n",
+ " def __init__(\n",
+ " self,\n",
+ " problem,\n",
+ " model,\n",
+ " loss=None,\n",
+ " optimizer=None,\n",
+ " scheduler=None,\n",
+ " weighting=None,\n",
+ " use_lt=True,\n",
+ " ):\n",
+ " super().__init__(\n",
+ " model=model,\n",
+ " problem=problem,\n",
+ " loss=loss,\n",
+ " optimizer=optimizer,\n",
+ " scheduler=scheduler,\n",
+ " weighting=weighting,\n",
+ " use_lt=use_lt,\n",
+ " )\n",
+ "\n",
+ " def loss_data(self, input, target):\n",
+ " # self.loss stores the loss passed in the init\n",
+ " network_output = self.forward(input)\n",
+ " return self.loss(network_output, target)\n",
+ "\n",
+ "\n",
+ "# initialize (we use plain tensors!)\n",
+ "solver = MyFirstSolver(problem, model, use_lt=False)\n",
+ "\n",
+ "# simple training\n",
+ "trainer = Trainer(\n",
+ " solver, max_epochs=500, train_size=0.8, test_size=0.2, accelerator=\"cpu\"\n",
+ ")\n",
+ "trainer.train()\n",
+ "_ = trainer.test()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9d346aac",
+ "metadata": {},
+ "source": [
+ "## A Summary on Solvers\n",
+ "\n",
+ "Solvers in PINA play a critical role in training and optimizing machine learning models, especially when working with complex problems like physics-informed neural networks (PINNs) or standard supervised learning. Hereβs a quick recap of the key concepts we've covered:\n",
+ "\n",
+ "1. **Solver Interfaces**:\n",
+ " - **`SingleSolverInterface`**: For solvers using one model (e.g., a standard supervised solver or a single physics-informed model).\n",
+ " - **`MultiSolverInterface`**: For solvers using multiple models (e.g., Generative Adversarial Networks (GANs)).\n",
+ "\n",
+ "2. **Loss Functions**:\n",
+ " - **`loss_data`**: Computes the loss for supervised solvers, typically comparing the model's predictions to the true targets.\n",
+ " - **`loss_phys`**: Computes the physics loss for PINNs, typically using the residuals of a physical equation to enforce consistency with the physics of the system.\n",
+ "\n",
+ "3. **Custom Solver Implementation**:\n",
+ " - You can create custom solvers by inheriting from base classes such as `SingleSolverInterface`. The **`optimization_cycle`** method must be implemented to define how to compute the loss for each batch.\n",
+ " - `SupervisedSolverInterface`, `PINNInterface` already implement the `optimization_cycle` for you!\n",
+ "\n",
+ "\n",
+ "By understanding and implementing solvers in PINA, you can build flexible, scalable models that can be optimized both with traditional supervised learning techniques and more specialized, physics-based methods."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "487c1d47",
+ "metadata": {},
+ "source": [
+ "## What's Next?\n",
+ "\n",
+ "Congratulations on completing the tutorial on solver classes! Now that you have a solid foundation, here are a few directions you can explore:\n",
+ "\n",
+ "\n",
+ "1. **Physics Solvers**: Try to implement your own physics-based solver. Can you do it? This will involve creating a custom loss function that enforces the physics of a given problem insied `loss_phys`.\n",
+ "\n",
+ "2. **Multi-Model Solvers**: Take it to the next level by exploring multi-model solvers, such as GANs or ensemble-based solvers. You could implement and train models that combine the strengths of multiple neural networks.\n",
+ "\n",
+ "3. ...\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pina",
+ "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": "3.9.21"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/tutorials/tutorial19/tutorial.ipynb b/tutorials/tutorial19/tutorial.ipynb
new file mode 100644
index 000000000..02380e8de
--- /dev/null
+++ b/tutorials/tutorial19/tutorial.ipynb
@@ -0,0 +1,604 @@
+{
+ "cells": [
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "6f71ca5c",
+ "metadata": {},
+ "source": [
+ "# Tutorial: Introduction to Solver classes\n",
+ "\n",
+ "[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial19/tutorial.ipynb)\n",
+ "\n",
+ "In this tutorial, weβll quickly go through the basics of Data Structures for Scientific Machine Learning, convering:\n",
+ "1. **PyTorch Tensors** / **PINA LabelTensors**\n",
+ "2. **PyTorch Geometric Data** / **PINA Graph**\n",
+ "\n",
+ "first let's import the data structures we will use!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "id": "0981f1e9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## routine needed to run the notebook on Google Colab\n",
+ "try:\n",
+ " import google.colab\n",
+ " IN_COLAB = True\n",
+ "except:\n",
+ " IN_COLAB = False\n",
+ "if IN_COLAB:\n",
+ " !pip install \"pina-mathlab\"\n",
+ "\n",
+ "import warnings\n",
+ "import torch\n",
+ "from torch_geometric.data import Data\n",
+ "\n",
+ "warnings.filterwarnings(\"ignore\")\n",
+ "\n",
+ "from pina import LabelTensor, Graph"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "8afae117",
+ "metadata": {},
+ "source": [
+ "## PyTorch Tensors\n",
+ "\n",
+ "A **tensor** is a multi-dimensional matrix used for storing and manipulating data in PyTorch. It's the basic building block for all computations in PyTorch, including deep learning models.\n",
+ "\n",
+ "You can create a tensor in several ways:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "6558c37a",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "tensor([1, 2, 3, 4])\n",
+ "tensor([[0., 0., 0.],\n",
+ " [0., 0., 0.]])\n",
+ "tensor([[1., 1., 1.],\n",
+ " [1., 1., 1.]])\n",
+ "tensor([[-0.4420, 0.9948, 0.3727],\n",
+ " [-0.2328, 0.0719, -0.1929]])\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Creating a tensor from a list\n",
+ "tensor_1 = torch.tensor([1, 2, 3, 4])\n",
+ "print(tensor_1)\n",
+ "\n",
+ "# Creating a tensor of zeros\n",
+ "tensor_zeros = torch.zeros(2, 3) # 2x3 tensor of zeros\n",
+ "print(tensor_zeros)\n",
+ "\n",
+ "# Creating a tensor of ones\n",
+ "tensor_ones = torch.ones(2, 3) # 2x3 tensor of ones\n",
+ "print(tensor_ones)\n",
+ "\n",
+ "# Creating a random tensor\n",
+ "tensor_random = torch.randn(2, 3) # 2x3 tensor with random values\n",
+ "print(tensor_random)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f015f61d",
+ "metadata": {},
+ "source": [
+ "### Basic Tensor Operations\n",
+ "Tensors support a variety of operations, such as element-wise arithmetic, matrix operations, and more:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "d5369bf3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Addition\n",
+ "sum_tensor = tensor_1 + tensor_1\n",
+ "\n",
+ "# Matrix multiplication\n",
+ "result = torch.matmul(tensor_zeros, tensor_ones.T)\n",
+ "\n",
+ "# Element-wise multiplication\n",
+ "elementwise_prod = tensor_1 * tensor_1"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "619364cc",
+ "metadata": {},
+ "source": [
+ "### Device Management\n",
+ "PyTorch allows you to move tensors to different devices (CPU or GPU). For instance:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "6b82839b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Move tensor to GPU\n",
+ "if torch.cuda.is_available():\n",
+ " tensor_gpu = tensor_1.cuda()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "75fd37ca",
+ "metadata": {},
+ "source": [
+ "To know more about PyTorch Tensors, see the dedicated tutorial done by the PyTorch team [here](https://pytorch.org/tutorials/beginner/introyt/tensors_deeper_tutorial.html)."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6073dc6d",
+ "metadata": {},
+ "source": [
+ "## Label Tensors\n",
+ "\n",
+ "In scientific machine learning, especially when working with **Physics-Informed Neural Networks (PINNs)**, handling tensors effectively is crucial. Often, we deal with many indices that represent physical quantities such as spatial and temporal coordinates, making it vital to ensure we use the correct indexing.\n",
+ "\n",
+ "For instance, in PINNs, if the wrong index is used to represent the coordinates of a physical domain, it could lead to incorrect calculations of derivatives, integrals, or residuals. This can significantly affect the accuracy and correctness of the model.\n",
+ "\n",
+ "### What are Label Tensors?\n",
+ "\n",
+ "**Label Tensors** are a specialized type of tensor used to keep track of indices that represent specific labels. Similar to torch tensor we can perform operation, but the slicing is simplified by using indeces:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "25e8353e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# standard torch tensor\n",
+ "tensor = torch.randn(10, 2)\n",
+ "\n",
+ "# PINA LabelTensor\n",
+ "label_tensor = LabelTensor(tensor, labels=[\"x\", \"y\"])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bb21b45c",
+ "metadata": {},
+ "source": [
+ "The label tensor is initialized by passing the tensor, and a set of labels. Specifically, the labels must match the following conditions:\n",
+ "\n",
+ "- At each dimension, the number of labels must match the size of the dimension.\n",
+ "- At each dimension, the labels must be unique.\n",
+ "\n",
+ "For example:\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "0e9dc23e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# full labels\n",
+ "tensor = LabelTensor(\n",
+ " torch.rand((2000, 3)), {1: {\"name\": \"space\", \"dof\": [\"a\", \"b\", \"c\"]}}\n",
+ ")\n",
+ "# if you index the last column you can simply pass a list\n",
+ "tensor = LabelTensor(torch.rand((2000, 3)), [\"a\", \"b\", \"c\"])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "cfe2d8dd",
+ "metadata": {},
+ "source": [
+ "You can access last column labels by `.labels` attribute, or using `.full_labels` to access all labels"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "235b92d4",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "tensor.labels=['a', 'b', 'c']\n",
+ "tensor.full_labels={0: {'dof': range(0, 2000), 'name': 0}, 1: {'dof': ['a', 'b', 'c'], 'name': 1}}\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(f'{tensor.labels=}')\n",
+ "print(f\"{tensor.full_labels=}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e8b230ea",
+ "metadata": {},
+ "source": [
+ "### Label Tensors slicing\n",
+ "\n",
+ "One of the powerful features of label tensors is the ability to easily slice and extract specific parts of the tensor based on labels, just like regular PyTorch tensors but with the ease of labels. \n",
+ "\n",
+ "Hereβs how slicing works with label tensors. Suppose we have a label tensor that contains both spatial and temporal data, and we want to slice specific parts of this data to focus on certain time intervals or spatial regions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "45365ea8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Tensor:\n",
+ " tensor([[0.0000, 0.0000],\n",
+ " [1.0000, 0.5000],\n",
+ " [2.0000, 1.0000],\n",
+ " [3.0000, 1.5000]])\n",
+ "Torch methods can be used, label_tensor.shape=torch.Size([4, 2])\n",
+ "also label_tensor.requires_grad=False \n",
+ "\n",
+ "We can slice with labels: \n",
+ " label_tensor[\"x\"]=LabelTensor([[0.],\n",
+ " [1.],\n",
+ " [2.],\n",
+ " [3.]])\n",
+ "Similarly to: \n",
+ " label_tensor[:, 0]=LabelTensor([[0.],\n",
+ " [1.],\n",
+ " [2.],\n",
+ " [3.]])\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Create a label tensor containing spatial and temporal coordinates\n",
+ "x = torch.tensor([0.0, 1.0, 2.0, 3.0]) # Spatial coordinates\n",
+ "t = torch.tensor([0.0, 0.5, 1.0, 1.5]) # Time coordinates\n",
+ "\n",
+ "# Combine x and t into a label tensor (2D tensor)\n",
+ "tensor = torch.stack([x, t], dim=-1) # Shape: [4, 2]\n",
+ "print(\"Tensor:\\n\", tensor)\n",
+ "\n",
+ "# Build the LabelTensor\n",
+ "label_tensor = LabelTensor(tensor, [\"x\", \"t\"])\n",
+ "\n",
+ "print(f\"Torch methods can be used, {label_tensor.shape=}\")\n",
+ "print(f\"also {label_tensor.requires_grad=} \\n\")\n",
+ "print(f'We can slice with labels: \\n {label_tensor[\"x\"]=}')\n",
+ "print(f\"Similarly to: \\n {label_tensor[:, 0]=}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "ea4adc6e",
+ "metadata": {},
+ "source": [
+ "You can do more complex slicing by using the extract method. For example:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "caec2d14",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Extract labels: label_tensor.extract({\"points\" : [0, 2]})=LabelTensor([[[0., 0.]],\n",
+ " [[2., 1.]]])\n",
+ "Similar to: label_tensor[slice(0, 4, 2), :]=LabelTensor([[[0., 0.]],\n",
+ " [[2., 1.]]])\n"
+ ]
+ }
+ ],
+ "source": [
+ "label_tensor = LabelTensor(\n",
+ " tensor,\n",
+ " {\n",
+ " 0: {\"dof\": range(4), \"name\": \"points\"},\n",
+ " 1: {\"dof\": [\"x\", \"t\"], \"name\": \"coords\"},\n",
+ " },\n",
+ ")\n",
+ "\n",
+ "print(f'Extract labels: {label_tensor.extract({\"points\" : [0, 2]})=}')\n",
+ "print(f'Similar to: {label_tensor[slice(0, 4, 2), :]=}')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "331d6080",
+ "metadata": {},
+ "source": [
+ "## PyTorch Geometric Data\n",
+ "PyTorch Geometric (PyG) extends PyTorch to handle graph-structured data. It provides utilities to represent graphs and perform graph-based learning tasks such as node classification, graph classification, and more.\n",
+ "\n",
+ "### Graph Data Structure\n",
+ "PyTorch Geometric uses a custom `Data` object to store graph data. The `Data` object contains the following attributes:\n",
+ "\n",
+ "- **x**: Node features (tensor of shape `[num_nodes, num_features]`)\n",
+ "\n",
+ "- **edge_index**: Edge indices (tensor of shape `[2, num_edges]`), representing the graph's connectivity\n",
+ "\n",
+ "- **edge_attr**: Edge features (optional, tensor of shape `[num_edges, num_edge_features]`)\n",
+ "\n",
+ "- **y**: Target labels for nodes/graphs (optional)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "9427b274",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Data(x=[2, 3], edge_index=[2, 2])\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Node features: [2 nodes, 3 features]\n",
+ "x = torch.tensor([[1, 2, 3], [4, 5, 6]], dtype=torch.float)\n",
+ "\n",
+ "# Edge indices: representing a graph with two edges (node 0 to node 1, node 1 to node 0)\n",
+ "edge_index = torch.tensor([[0, 1], [1, 0]], dtype=torch.long)\n",
+ "\n",
+ "# Create a PyG data object\n",
+ "data = Data(x=x, edge_index=edge_index)\n",
+ "\n",
+ "print(data)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "fde2dcc7",
+ "metadata": {},
+ "source": [
+ "Once you have your graph in a Data object, you can easily perform graph-based operations using PyTorch Geometricβs built-in functions:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "id": "bdebb42e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "tensor([[1., 2., 3.],\n",
+ " [4., 5., 6.]])\n",
+ "tensor([[0, 1],\n",
+ " [1, 0]])\n",
+ "tensor([[ 7.4528, -3.2700],\n",
+ " [ 7.4528, -3.2700]], grad_fn=)\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Accessing node features\n",
+ "print(data.x) # Node features\n",
+ "\n",
+ "# Accessing edge list\n",
+ "print(data.edge_index) # Edge indices\n",
+ "\n",
+ "# Applying Graph Convolution (Graph Neural Networks - GCN)\n",
+ "from torch_geometric.nn import GCNConv\n",
+ "\n",
+ "# Define a simple GCN layer\n",
+ "conv = GCNConv(3, 2) # 3 input features, 2 output features\n",
+ "out = conv(data.x, data.edge_index)\n",
+ "print(out) # Output node features after applying GCN"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "287a0d4f",
+ "metadata": {},
+ "source": [
+ "## PINA Graph\n",
+ "\n",
+ "If you've understood Label Tensors and Data in PINA, then you're well on your way to grasping how **PINA Graph** works. Simply put, a **Graph** in PINA is a `Data` object with extra methods for handling label tensors. We highly suggest to use `Graph` instead of `Data` in PINA, expecially when using label tensors."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "id": "27f5c9ac",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Graph(x=[2, 3], edge_index=[2, 2])\n",
+ "tensor([[1., 2., 3.],\n",
+ " [4., 5., 6.]])\n",
+ "tensor([[0, 1],\n",
+ " [1, 0]])\n",
+ "tensor([[-0.0606, 5.7191],\n",
+ " [-0.0606, 5.7191]], grad_fn=)\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Node features: [2 nodes, 3 features]\n",
+ "x = torch.tensor([[1, 2, 3], [4, 5, 6]], dtype=torch.float)\n",
+ "\n",
+ "# Edge indices: representing a graph with two edges (node 0 to node 1, node 1 to node 0)\n",
+ "edge_index = torch.tensor([[0, 1], [1, 0]], dtype=torch.long)\n",
+ "\n",
+ "# Create a PINA graph object (similar to PyG)\n",
+ "data = Graph(x=x, edge_index=edge_index)\n",
+ "\n",
+ "print(data)\n",
+ "\n",
+ "# Accessing node features\n",
+ "print(data.x) # Node features\n",
+ "\n",
+ "# Accessing edge list\n",
+ "print(data.edge_index) # Edge indices\n",
+ "\n",
+ "# Applying Graph Convolution (Graph Neural Networks - GCN)\n",
+ "from torch_geometric.nn import GCNConv\n",
+ "\n",
+ "# Define a simple GCN layer\n",
+ "conv = GCNConv(3, 2) # 3 input features, 2 output features\n",
+ "out = conv(data.x, data.edge_index)\n",
+ "print(out) # Output node features after applying GCN"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6ee7cc14",
+ "metadata": {},
+ "source": [
+ "But we can also use labeltensors...."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 40,
+ "id": "3866a8ae",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Graph(x=[2, 3], edge_index=[2, 2])\n",
+ "Graph(x=[2, 1], edge_index=[2, 2])\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Node features: [2 nodes, 3 features]\n",
+ "x = LabelTensor(torch.tensor([[1, 2, 3], [4, 5, 6]], dtype=torch.float),\n",
+ " [\"a\", \"b\", \"c\"])\n",
+ "\n",
+ "# Edge indices: representing a graph with two edges (node 0 to node 1, node 1 to node 0)\n",
+ "edge_index = torch.tensor([[0, 1], [1, 0]], dtype=torch.long)\n",
+ "\n",
+ "# Create a PINA graph object (similar to PyG)\n",
+ "data = Graph(x=x, edge_index=edge_index)\n",
+ "\n",
+ "print(data)\n",
+ "print(data.extract(attr=\"x\", labels=[\"a\"])) # here we extract 1 feature"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7a2ef072",
+ "metadata": {},
+ "source": [
+ "In PINA Conditions, you always need to pass a list of `Graph` or `Data`, see [here]() for details. In case you are loading a PyG dataset remember to put it in this format!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c8edb68f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Downloading https://deepchemdata.s3-us-west-1.amazonaws.com/datasets/qm7b.mat\n",
+ "Processing...\n",
+ "Done!\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ "Data(edge_index=[2, 324], edge_attr=[324], y=[1, 14], num_nodes=18)"
+ ]
+ },
+ "execution_count": 42,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from torch_geometric.datasets import QM7b\n",
+ "\n",
+ "dataset = QM7b(root=\"./tutorial_logs\").shuffle()\n",
+ "\n",
+ "# save the dataset\n",
+ "input_ = [data for data in dataset]\n",
+ "input_[0]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "487c1d47",
+ "metadata": {},
+ "source": [
+ "## What's Next?\n",
+ "\n",
+ "Congratulations on completing the tutorials on the **PINA Data Structures**! You now have a solid foundation in using the different data structures within PINA, such as **Tensors**, **Label Tensors**, and **Graphs**. Here are some exciting next steps you can take to continue your learning journey:\n",
+ "\n",
+ "1. **Deep Dive into Label Tensors**:\n",
+ " - Check the documentation of [`LabelTensor`](https://mathlab.github.io/PINA/_rst/label_tensor.html) to learn more about the available methods.\n",
+ "\n",
+ "2. **Working with Graphs in PINA**:\n",
+ " - In PINA we implement many graph structures, e.g. `KNNGraph`, `RadiusGraph`, .... see [here](https://mathlab.github.io/PINA/_rst/_code.html#graphs-structures) for further details.\n",
+ "\n",
+ "3. ..."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "pina",
+ "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": "3.9.21"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/tutorials/tutorial6/tutorial.ipynb b/tutorials/tutorial6/tutorial.ipynb
index 522a9087f..60281ce0e 100644
--- a/tutorials/tutorial6/tutorial.ipynb
+++ b/tutorials/tutorial6/tutorial.ipynb
@@ -5,7 +5,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Tutorial: Building custom geometries with PINA `DomainInterface` class\n",
+ "# Tutorial: Building geometries with PINA `DomainInterface` class\n",
"\n",
"[](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial6/tutorial.ipynb)\n",
"\n",
@@ -20,7 +20,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -34,8 +34,10 @@
"if IN_COLAB:\n",
" !pip install \"pina-mathlab\"\n",
"\n",
+ "import torch\n",
"import matplotlib.pyplot as plt\n",
"\n",
+ "from pina import LabelTensor\n",
"from pina.domain import (\n",
" EllipsoidDomain,\n",
" Difference,\n",
@@ -44,9 +46,8 @@
" SimplexDomain,\n",
" DomainInterface,\n",
")\n",
- "from pina.label_tensor import LabelTensor\n",
- "\n",
"\n",
+ "# a simple plotting function\n",
"def plot_scatter(ax, pts, title):\n",
" ax.title.set_text(title)\n",
" ax.scatter(pts.extract(\"x\"), pts.extract(\"y\"), color=\"blue\", alpha=0.5)"
@@ -70,7 +71,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -93,7 +94,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -121,31 +122,31 @@
"text": [
"Cartesian Samples: 1: {'dof': ['x', 'y'], 'name': 1}\n",
"\n",
- "tensor([[0.1086, 1.7192],\n",
- " [0.0194, 1.5690],\n",
- " [0.7047, 1.3665],\n",
+ "tensor([[1.6544, 1.2960],\n",
+ " [1.7501, 0.2478],\n",
+ " [1.0246, 1.3413],\n",
" ...,\n",
- " [0.5924, 0.8842],\n",
- " [0.1326, 1.2767],\n",
- " [0.6012, 0.9822]])\n",
+ " [0.4893, 0.9506],\n",
+ " [0.8948, 0.0721],\n",
+ " [0.9561, 1.5479]])\n",
"Ellipsoid No Border Samples: 1: {'dof': ['x', 'y'], 'name': 1}\n",
"\n",
- "tensor([[2.0577, 2.0362],\n",
- " [1.5990, 2.4981],\n",
- " [1.9673, 2.9884],\n",
+ "tensor([[2.6485, 2.2025],\n",
+ " [2.1400, 1.9427],\n",
+ " [1.7750, 1.8902],\n",
" ...,\n",
- " [1.4765, 2.1523],\n",
- " [1.9655, 2.0474],\n",
- " [2.9667, 2.0016]])\n",
+ " [2.0498, 1.9918],\n",
+ " [1.9361, 1.9551],\n",
+ " [1.4225, 1.4052]])\n",
"Ellipsoid Border Samples: 1: {'dof': ['x', 'y'], 'name': 1}\n",
"\n",
- "tensor([[2.0763, 2.6168],\n",
- " [3.8528, 2.4777],\n",
- " [3.1241, 2.0077],\n",
+ "tensor([[3.9522, 3.3056],\n",
+ " [3.3107, 2.0495],\n",
+ " [3.8294, 3.5586],\n",
" ...,\n",
- " [2.3080, 3.7219],\n",
- " [2.5890, 2.0884],\n",
- " [2.5648, 3.9003]])\n"
+ " [2.0069, 3.1172],\n",
+ " [2.2859, 3.7001],\n",
+ " [2.4795, 2.1462]])\n"
]
}
],
@@ -160,19 +161,17 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "Notice how these are all `LabelTensor` objects. You can read more about these in the [documentation](https://mathlab.github.io/PINA/_rst/label_tensor.html). At a very high level, they are tensors where each element in a tensor has a label that we can access by doing `.labels`. We can also access the values of the tensor by doing `.extract(['x'])`.\n",
- "\n",
"We are now ready to visualize the samples using matplotlib."
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -212,12 +211,12 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -291,7 +290,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@@ -310,12 +309,12 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -346,12 +345,12 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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",
"text/plain": [
""
]
@@ -383,37 +382,11 @@
"We will take a look on how to create our own geometry. The one we will try to make is a heart defined by the function $$(x^2+y^2-1)^3-x^2y^3 \\le 0$$"
]
},
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Let's start by importing what we will need to create our own geometry based on this equation."
- ]
- },
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
- "source": [
- "import torch\n",
- "from pina import LabelTensor"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Next, we will create the `Heart(DomainInterface)` class and initialize it."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
"source": [
"class Heart(DomainInterface):\n",
" \"\"\"Implementation of the Heart Domain.\"\"\"\n",
@@ -432,7 +405,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
@@ -467,7 +440,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
@@ -510,7 +483,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
@@ -527,12 +500,12 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
""
]
@@ -554,7 +527,13 @@
"source": [
"## What's next?\n",
"\n",
- "We have made a very simple tutorial on how to build custom geometries and use domain operation to compose base geometries. Now you can play around with different geometries and build your own! "
+ "We have made a very simple tutorial on how to build custom geometries and use domain operations to compose base geometries. Now you can play around with different geometries and build your own!\n",
+ "\n",
+ "1. Experiment with Complex Geometries: Try combining multiple basic shapes to create more complex structures using domain operations.\n",
+ "\n",
+ "2. Optimize Geometry for Specific Tasks: Tune your geometry models for specific applications, like fluid dynamics, heat transfer, or structural analysis.\n",
+ "\n",
+ "3. ..."
]
}
],