From 53446f8a127c752102fc79f15b4750c0a0ba17c0 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Mon, 5 Aug 2024 21:19:03 -0500 Subject: [PATCH 01/38] Working on basic interface --- python/CMakeLists.txt | 4 ++ python/neml2/pyzag/__init__.py | 0 python/neml2/pyzag/interface.py | 67 ++++++++++++++++++++++++ python/tests/pyzag/correct_model.i | 71 ++++++++++++++++++++++++++ python/tests/pyzag/test_definitions.py | 46 +++++++++++++++++ 5 files changed, 188 insertions(+) create mode 100644 python/neml2/pyzag/__init__.py create mode 100644 python/neml2/pyzag/interface.py create mode 100644 python/tests/pyzag/correct_model.i create mode 100644 python/tests/pyzag/test_definitions.py diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt index 69830feaee..f5833aabd0 100644 --- a/python/CMakeLists.txt +++ b/python/CMakeLists.txt @@ -33,9 +33,13 @@ add_custom_target(python-stub ALL # Artifacts configure_file(neml2/__init__.py ${NEML2_BINARY_DIR}/python/neml2/__init__.py COPYONLY) configure_file(neml2/visualization.py ${NEML2_BINARY_DIR}/python/neml2/visualization.py COPYONLY) +configure_file(neml2/pyzag/__init__.py ${NEML2_BINARY_DIR}/python/neml2/pyzag/__init__.py COPYONLY) +configure_file(neml2/pyzag/interface.py ${NEML2_BINARY_DIR}/python/neml2/pyzag/interface.py COPYONLY) install(FILES neml2/__init__.py neml2/visualization.py + neml2/pyzag/__init__.py + neml2/pyzag/interface.py ${NEML2_BINARY_DIR}/python/neml2/__init__.pyi ${NEML2_BINARY_DIR}/python/neml2/base.pyi ${NEML2_BINARY_DIR}/python/neml2/math.pyi diff --git a/python/neml2/pyzag/__init__.py b/python/neml2/pyzag/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py new file mode 100644 index 0000000000..1a8c2ef576 --- /dev/null +++ b/python/neml2/pyzag/interface.py @@ -0,0 +1,67 @@ +from pyzag import nonlinear + +import torch + + +class NEML2PyzagModel(nonlinear.NonlinearRecursiveFunction): + """Wraps a NEML2 model into a `nonlinear.NonlinearRecursiveFunction` + + Args: + model (NEML2 model): the model to wrap + + Keyword Args: + exclude_parameters (list of str): exclude these parameters from being wrapped as a pytorch parameter + state_axis (str): name of the state axis + forces_axis (str): name of the forces axis + residual_axis (str): name of the residual axis + old_prefix (str): prefix on the name of an axis to get the old values + neml2_sep_char (str): parameter seperator character used in NEML2 + python_sep_char (str): seperator character to use in python used to name parameters + """ + + def __init__( + self, + model, + exclude_parameters=[], + state_axis="state_axis", + forces_axis="forces_axis", + old_prefix="old_", + neml2_sep_char=".", + python_sep_char="_", + *args, + **kwargs, + ): + super().__init__(*args, **kwargs) + + self.model = model + self.lookback = ( + 1 # Hard coded because there aren't any other options in NEML2 right now + ) + + self.neml2_sep_char = neml2_sep_char + self.python_sep_char = python_sep_char + self._setup_parameters(exclude_parameters) + + def _setup_parameters(self, exclude_parameters): + """Mirror parameters of the neml model with torch.nn.Parameter + + Args: + exclude_parameters (list of str): neml parameters to exclude + """ + self.parameter_name_map = {} + for neml_name, neml_param in self.model.named_parameters().items(): + if neml_name in exclude_parameters: + continue + neml_param.requires_grad_(True) + rename = neml_name.replace(self.neml2_sep_char, self.python_sep_char) + self.parameter_name_map[rename] = neml_name + self.register_parameter(rename, torch.nn.Parameter(neml_param.torch())) + + def forward(self, state, forces): + """Actually call th NEML2 model and return the residual and Jacobian + + Args: + state (torch.tensor): tensor with the flattened state + forces (torch.tensor): tensor with the flattened forces + """ + pass diff --git a/python/tests/pyzag/correct_model.i b/python/tests/pyzag/correct_model.i new file mode 100644 index 0000000000..b37ecd8d9a --- /dev/null +++ b/python/tests/pyzag/correct_model.i @@ -0,0 +1,71 @@ +[Models] + [mandel_stress] + type = IsotropicMandelStress + [] + [vonmises] + type = SR2Invariant + invariant_type = 'VONMISES' + tensor = 'state/internal/M' + invariant = 'state/internal/s' + [] + [isoharden] + type = LinearIsotropicHardening + hardening_modulus = 1000 + [] + [yield] + type = YieldFunction + yield_stress = 5 + isotropic_hardening = 'state/internal/k' + [] + [flow] + type = ComposedModel + models = 'vonmises yield' + [] + [normality] + type = Normality + model = 'flow' + function = 'state/internal/fp' + from = 'state/internal/M state/internal/k' + to = 'state/internal/NM state/internal/Nk' + [] + [flow_rate] + type = PerzynaPlasticFlowRate + reference_stress = 100 + exponent = 2 + [] + [Eprate] + type = AssociativePlasticFlow + [] + [eprate] + type = AssociativeIsotropicPlasticHardening + [] + [Erate] + type = SR2VariableRate + variable = 'forces/E' + rate = 'forces/E_rate' + [] + [Eerate] + type = SR2LinearCombination + from_var = 'forces/E_rate state/internal/Ep_rate' + to_var = 'state/internal/Ee_rate' + coefficients = '1 -1' + [] + [elasticity] + type = LinearIsotropicElasticity + youngs_modulus = 1e5 + poisson_ratio = 0.3 + rate_form = true + [] + [integrate_stress] + type = SR2BackwardEulerTimeIntegration + variable = 'state/S' + [] + [integrate_ep] + type = ScalarBackwardEulerTimeIntegration + variable = 'state/internal/ep' + [] + [implicit_rate] + type = ComposedModel + models = 'mandel_stress vonmises isoharden yield normality flow_rate Eprate eprate Erate Eerate elasticity integrate_stress integrate_ep' + [] +[] diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py new file mode 100644 index 0000000000..71dd5ce822 --- /dev/null +++ b/python/tests/pyzag/test_definitions.py @@ -0,0 +1,46 @@ +"""Test basic setup of NEML2 models""" + +import unittest +import os.path + +import neml2 +from neml2.pyzag import interface + +import torch + +torch.set_default_dtype(torch.double) + + +class TestCorrectlyDefinedModel(unittest.TestCase): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "correct_model.i"), "implicit_rate" + ) + self.pmodel = interface.NEML2PyzagModel( + self.nmodel, exclude_parameters=["elasticity.nu"] + ) + + def test_parameter_names(self): + """Check that names and parameter values are the same""" + self.assertEqual( + set([n for n, _ in self.pmodel.named_parameters()]), + set( + [ + "elasticity_E", + "flow_rate_eta", + "flow_rate_n", + "isoharden_K", + "yield_sy", + ] + ), + ) + + for name, val in self.pmodel.named_parameters(): + self.assertTrue( + torch.allclose( + val, + self.pmodel.model.named_parameters()[ + self.pmodel.parameter_name_map[name] + ].torch(), + ) + ) From 3476ed80f7611251acb4690cbaa7e3148b8db124 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 6 Aug 2024 16:47:12 -0500 Subject: [PATCH 02/38] Not working, need to figure out new bindings --- python/neml2/pyzag/interface.py | 69 +++++++++++++++++++++++++- python/tests/pyzag/test_definitions.py | 24 +++++++++ 2 files changed, 91 insertions(+), 2 deletions(-) diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index 1a8c2ef576..54c8ff3304 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -1,5 +1,8 @@ from pyzag import nonlinear +from neml2.tensors import Tensor +from neml2.tensors import LabeledAxisAccessor as AA + import torch @@ -23,8 +26,9 @@ def __init__( self, model, exclude_parameters=[], - state_axis="state_axis", - forces_axis="forces_axis", + state_axis="state", + forces_axis="forces", + residual_axis="residual", old_prefix="old_", neml2_sep_char=".", python_sep_char="_", @@ -42,6 +46,13 @@ def __init__( self.python_sep_char = python_sep_char self._setup_parameters(exclude_parameters) + self.state_axis = state_axis + self.forces_axis = forces_axis + self.residual_axis = residual_axis + self.old_prefix = old_prefix + + self._check_model() + def _setup_parameters(self, exclude_parameters): """Mirror parameters of the neml model with torch.nn.Parameter @@ -57,6 +68,60 @@ def _setup_parameters(self, exclude_parameters): self.parameter_name_map[rename] = neml_name self.register_parameter(rename, torch.nn.Parameter(neml_param.torch())) + def _update_parameter_values(self): + """Copy over new parameter values""" + self.model.set_parameters( + { + self.parameter_name_map[n]: Tensor( + p.data, + Tensor( + self.model.get_parameter(self.parameter_name_map[n]) + ).batch.dim(), + ) + for n, p in self.named_parameters() + } + ) + + def _check_model(self): + """Simple consistency checks, could be a debug check but we only call this once""" + should_axes = [ + self.state_axis, + self.old_prefix + self.state_axis, + self.forces_axis, + self.old_prefix + self.forces_axis, + ] + if self.model.input_axis().nsubaxis() != len(should_axes): + raise ValueError( + "Wrapped NEML2 model should only have 4 subaxes on the input axis" + ) + for axis in should_axes: + if not self.model.input_axis().has_subaxis(AA(axis)): + raise ValueError("Wrapped NEML2 model missing input subaxis %s" % axis) + + # Output axis should just have the residual + if self.model.output_axis().nsubaxis() != 1: + raise ValueError( + "Wrapped NEML2 model should only have 1 subaxes on the output axis" + ) + + if not self.model.output_axis().has_subaxis(AA(self.residual_axis)): + raise ValueError( + "Wrapped NEML2 model is missing required output subaxis %s" + % self.residual_axis + ) + + # And all the variables on state should match the variables in the residual + for name in self.model.input_axis().subaxis(self.state_axis).variable_names(): + self.model.output_axis().subaxis(self.residual_axis).has_variable(AA(name)) + + @property + def nstate(self): + return self.model.input_axis().subaxis("state").storage_size() + + @property + def nforce(self): + return self.model.input_axis().subaxis("forces").storage_size() + def forward(self, state, forces): """Actually call th NEML2 model and return the residual and Jacobian diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py index 71dd5ce822..9fae127b3c 100644 --- a/python/tests/pyzag/test_definitions.py +++ b/python/tests/pyzag/test_definitions.py @@ -44,3 +44,27 @@ def test_parameter_names(self): ].torch(), ) ) + + def test_update_parameter(self): + self.assertTrue(torch.allclose(self.pmodel.elasticity_E, torch.tensor(1e5))) + self.assertTrue( + torch.allclose( + self.pmodel.model.named_parameters()["elasticity.E"].torch(), + self.pmodel.elasticity_E, + ) + ) + self.pmodel.elasticity_E.data = torch.tensor(1.2e5) + self.pmodel._update_parameter_values() + self.assertTrue(torch.allclose(self.pmodel.elasticity_E, torch.tensor(1.2e5))) + self.assertTrue( + torch.allclose( + self.pmodel.model.named_parameters()["elasticity.E"].torch(), + self.pmodel.elasticity_E, + ) + ) + + def test_nstate(self): + self.assertEqual(self.pmodel.nstate, 7) + + def test_nforce(self): + self.assertEqual(self.pmodel.nforce, 7) From fd2cd0acf61e26b5dcccac8267f7bf8e2e790f55 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 14:54:25 -0500 Subject: [PATCH 03/38] Almost there, need some help from gary --- .../solid_mechanics/KocksMeckingIntercept.h | 53 ++++++ include/neml2/tensors/LabeledMatrix.h | 2 +- python/neml2/pyzag/interface.py | 164 +++++++++++++++++- python/neml2/tensors/LabeledMatrix.cxx | 5 + python/neml2/tensors/LabeledVector.cxx | 1 + .../solid_mechanics/KocksMeckingIntercept.cxx | 99 +++++++++++ src/neml2/tensors/LabeledMatrix.cxx | 15 +- .../solid_mechanics/KocksMeckingIntercept.i | 45 +++++ 8 files changed, 374 insertions(+), 10 deletions(-) create mode 100644 include/neml2/models/solid_mechanics/KocksMeckingIntercept.h create mode 100644 src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx create mode 100644 tests/unit/models/solid_mechanics/KocksMeckingIntercept.i diff --git a/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h b/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h new file mode 100644 index 0000000000..a7f8f9fb5d --- /dev/null +++ b/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h @@ -0,0 +1,53 @@ +// Copyright 2024, UChicago Argonne, LLC +// All Rights Reserved +// Software Name: NEML2 -- the New Engineering material Model Library, version 2 +// By: Argonne National Laboratory +// OPEN SOURCE LICENSE (MIT) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +// THE SOFTWARE. + +#pragma once + +#include "neml2/models/NonlinearParameter.h" + +namespace neml2 +{ +/** + * @brief A scalar-valued parameter defined by (C_B) / A + */ +class KocksMeckingIntercept : public NonlinearParameter +{ +public: + static OptionSet expected_options(); + + KocksMeckingIntercept(const OptionSet & options); + +protected: + void set_value(bool out, bool dout_din, bool d2out_din2) override; + + /// KM A + const Scalar & _A; + + /// KM B + const Scalar & _B; + + /// KM C + const Scalar & _C; +}; +} \ No newline at end of file diff --git a/include/neml2/tensors/LabeledMatrix.h b/include/neml2/tensors/LabeledMatrix.h index a20d28ff3d..72052f8ad8 100644 --- a/include/neml2/tensors/LabeledMatrix.h +++ b/include/neml2/tensors/LabeledMatrix.h @@ -46,7 +46,7 @@ class LabeledMatrix : public LabeledTensor /// Fill another matrix into this matrix. /// The item set of the other matrix must be a subset of this matrix's item set. - void fill(const LabeledMatrix & other, bool recursive = true); + void fill(const LabeledMatrix & other, bool common_first = false, bool recursive = true); /// Chain rule product of two derivatives LabeledMatrix chain(const LabeledMatrix & other) const; diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index 54c8ff3304..2646aee01e 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -1,11 +1,31 @@ from pyzag import nonlinear +import neml2 from neml2.tensors import Tensor from neml2.tensors import LabeledAxisAccessor as AA import torch +def assemble_vector(axis, tensors): + """Assemble a LabeledVector from a collection of tensors + + Args: + axis (LabeledAxis): axis to use to setup LabeledVector + tensor (dict of torch.tensor): dictionary mapping names to tensors + """ + random_tensor = next(iter(tensors.values())) + batch_shape = random_tensor.shape[:-1] + device = random_tensor.device + + vector = neml2.LabeledVector.zeros(batch_shape, [axis], device=device) + + for name, value in tensors.items(): + vector.base[name] = Tensor(value, len(batch_shape)) + + return vector + + class NEML2PyzagModel(nonlinear.NonlinearRecursiveFunction): """Wraps a NEML2 model into a `nonlinear.NonlinearRecursiveFunction` @@ -73,10 +93,10 @@ def _update_parameter_values(self): self.model.set_parameters( { self.parameter_name_map[n]: Tensor( - p.data, - Tensor( - self.model.get_parameter(self.parameter_name_map[n]) - ).batch.dim(), + p, + self.model.get_parameter(self.parameter_name_map[n]) + .tensor() + .batch.dim(), ) for n, p in self.named_parameters() } @@ -114,6 +134,28 @@ def _check_model(self): for name in self.model.input_axis().subaxis(self.state_axis).variable_names(): self.model.output_axis().subaxis(self.residual_axis).has_variable(AA(name)) + # Everything in old_state should be in state (but not the other way around) + for name in ( + self.model.input_axis() + .subaxis(self.old_prefix + self.state_axis) + .variable_names() + ): + if not self.model.input_axis().subaxis(self.state_axis).has_variable(name): + raise ValueError( + "State variable %s is in old state but not in state" % name + ) + + # Everything in old_forces should be in forces (but not the other way around) + for name in ( + self.model.input_axis() + .subaxis(self.old_prefix + self.forces_axis) + .variable_names() + ): + if not self.model.input_axis().subaxis(self.forces_axis).has_variable(name): + raise ValueError( + "Force variable %s is in old forces but not in forces" % name + ) + @property def nstate(self): return self.model.input_axis().subaxis("state").storage_size() @@ -122,11 +164,121 @@ def nstate(self): def nforce(self): return self.model.input_axis().subaxis("forces").storage_size() + def collect_forces(self, tensor_dict): + """Assemble the forces from a dictionary of tensors + + Args: + tensor_dict (dict of tensors): dictionary of tensors containing the forces + """ + return assemble_vector( + self.model.input_axis().subaxis(self.forces_axis), tensor_dict + ).torch() + + def collect_state(self, tensor_dict): + """Assemble the state from a dictionary of tensors + + Args: + tensor_dict (dict of tensors): dictionary of tensors containing the forces + """ + return assemble_vector( + self.model.input_axis().subaxis(self.state_axis), tensor_dict + ).torch() + + def _reduce_axis(self, reduce_axis, full_axis, full_tensor): + """Reduce a tensor spanning full_axis to only the vars on reduce_axis + + Args: + reduce_axis (LabeledAxis): reduced set of variables + full_axis (LabeledAxis): full set of variables + full_tensor (torch.tensor): tensor representing the full set of variables + """ + + batch_shape = full_tensor.shape[:-1] + full = neml2.LabeledVector(full_tensor, [full_axis]) + reduced = neml2.LabeledVector.zeros( + batch_shape, [reduce_axis], device=full_tensor.device + ) + reduced.fill(full) + + return reduced.tensor() + + def _assemble_input(self, state, forces): + """Assemble the model input from the flat tensors + + Args: + state (torch.tensor): tensor containing the model state + forces (torch.tensor): tensor containing the model forces + """ + batch_shape = (state.shape[0] - self.lookback,) + state.shape[1:-1] + bdim = len(batch_shape) + + input = neml2.LabeledVector.zeros( + batch_shape, [self.model.input_axis()], device=state.device + ) + + input.base[self.state_axis] = Tensor(state[self.lookback :], bdim) + # This deals with variables not in old_state + input.base[self.old_prefix + self.state_axis] = self._reduce_axis( + self.model.input_axis().subaxis(self.old_prefix + self.state_axis), + self.model.input_axis().subaxis(self.state_axis), + state[: -self.lookback], + ) + input.base[self.forces_axis] = Tensor(forces[self.lookback :], bdim) + # This deals with variables not in old_forces + input.base[self.old_prefix + self.forces_axis] = self._reduce_axis( + self.model.input_axis().subaxis(self.old_prefix + self.forces_axis), + self.model.input_axis().subaxis(self.forces_axis), + forces[: -self.lookback], + ) + + self.model.reinit(input.batch.shape, 1) + + return input + + def _extract_jacobian(self, J): + """Extract the Jacobian components we need from the NEML output + + Args: + J (LabeledMatrix): full jacobian from the NEML model + """ + J_new = J.base[self.residual_axis, self.state_axis].torch() + # Now we need to pad the variables not in old_state with zeros + J_old_reduced = neml2.tensors.LabeledMatrix( + J.base[self.residual_axis, self.old_prefix + self.state_axis], + [ + self.model.output_axis().subaxis(self.residual_axis), + self.model.input_axis().subaxis(self.old_prefix + self.state_axis), + ], + ) + J_old_full = neml2.tensors.LabeledMatrix.zeros( + J_new.shape[:-2], + [ + self.model.output_axis().subaxis(self.residual_axis), + self.model.input_axis().subaxis(self.state_axis), + ], + device=J_new.device, + ) + J_old_full.fill(J_old_reduced, common_first=True) + + return torch.stack([J_old_full.torch(), J_new]) + def forward(self, state, forces): - """Actually call th NEML2 model and return the residual and Jacobian + """Actually call the NEML2 model and return the residual and Jacobian Args: state (torch.tensor): tensor with the flattened state forces (torch.tensor): tensor with the flattened forces + + The helper methods `collect_forces` and `collect_state` can be used to + assemble individual tensors into the flattened state and forces tensor """ - pass + # Make a big LabeledVector with the input + x = self._assemble_input(state, forces) + + # Update the parameter values + self._update_parameter_values() + + # Call the model + y, J = self.model.value_and_dvalue(x) + + return y.torch(), self._extract_jacobian(J) diff --git a/python/neml2/tensors/LabeledMatrix.cxx b/python/neml2/tensors/LabeledMatrix.cxx index 0d604d7bf4..a39e57804f 100644 --- a/python/neml2/tensors/LabeledMatrix.cxx +++ b/python/neml2/tensors/LabeledMatrix.cxx @@ -34,6 +34,11 @@ void def_LabeledMatrix(py::module_ & m) { auto c = py::class_(m, "LabeledMatrix"); + c.def("fill", + &LabeledMatrix::fill, + py::arg("other"), + py::arg("common_first") = false, + py::arg("resursive") = true); def_LabeledBatchView(m, "LabeledMatrixBatchView"); def_LabeledBaseView(m, "LabeledMatrixBaseView"); diff --git a/python/neml2/tensors/LabeledVector.cxx b/python/neml2/tensors/LabeledVector.cxx index 3631845c91..cc0ba5e785 100644 --- a/python/neml2/tensors/LabeledVector.cxx +++ b/python/neml2/tensors/LabeledVector.cxx @@ -34,6 +34,7 @@ void def_LabeledVector(py::module_ & m) { auto c = py::class_(m, "LabeledVector"); + c.def("fill", &LabeledVector::fill, py::arg("other"), py::arg("recursive") = true); def_LabeledBatchView(m, "LabeledVectorBatchView"); def_LabeledBaseView(m, "LabeledVectorBaseView"); diff --git a/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx b/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx new file mode 100644 index 0000000000..24324e38bb --- /dev/null +++ b/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx @@ -0,0 +1,99 @@ +// Copyright 2024, UChicago Argonne, LLC +// All Rights Reserved +// Software Name: NEML2 -- the New Engineering material Model Library, version 2 +// By: Argonne National Laboratory +// OPEN SOURCE LICENSE (MIT) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +// THE SOFTWARE. + +#include "neml2/models/solid_mechanics/KocksMeckingIntercept.h" + +#include "neml2/misc/math.h" + +namespace neml2 +{ +register_NEML2_object(KocksMeckingIntercept); + +OptionSet +KocksMeckingIntercept::expected_options() +{ + OptionSet options = NonlinearParameter::expected_options(); + + options.doc() = "The critical value of the normalized activation energy given by \\f$ g_0 " + "\\frac{C-B}{A} \\f$"; + + options.set>("A"); + options.set("A").doc() = "The Kocks-Mecking slope"; + + options.set>("B"); + options.set("B").doc() = "The Kocks-Mecking intercept"; + + options.set>("C"); + options.set("C").doc() = "The Kocks-Mecking horizontal value"; + + return options; +} + +KocksMeckingIntercept::KocksMeckingIntercept(const OptionSet & options) + : NonlinearParameter(options), + _A(declare_parameter("A", "A", true)), + _B(declare_parameter("B", "B", true)), + _C(declare_parameter("C", "C", true)) +{ +} + +void +KocksMeckingIntercept::set_value(bool out, bool dout_din, bool d2out_din2) +{ + if (out) + _p = (_C - _B) / _A; + + if (dout_din) + { + if (const auto A = nl_param("A")) + _p.d(*A) = -(_C - _B) / math::pow(_A, 2.0); + + if (const auto B = nl_param("B")) + _p.d(*B) = -1.0 / _A; + + if (const auto C = nl_param("C")) + _p.d(*C) = 1.0 / _A; + } + + if (d2out_din2) + { + if (const auto A = nl_param("A")) + { + _p.d(*A, *A) = 2.0 * (_C - _B) / math::pow(_A, 3.0); + if (const auto B = nl_param("B")) + _p.d(*A, *B) = 1.0 / math::pow(_A, 2.0); + if (const auto C = nl_param("C")) + _p.d(*A, *C) = -1.0 / math::pow(_A, 2.0); + } + + if (const auto B = nl_param("B")) + if (const auto A = nl_param("A")) + _p.d(*B, *A) = 1.0 / math::pow(_A, 2.0); + + if (const auto C = nl_param("C")) + if (const auto A = nl_param("A")) + _p.d(*C, *A) = -1.0 / math::pow(_A, 2.0); + } +} +} // namespace neml2 \ No newline at end of file diff --git a/src/neml2/tensors/LabeledMatrix.cxx b/src/neml2/tensors/LabeledMatrix.cxx index 16d1220e60..2808267e26 100644 --- a/src/neml2/tensors/LabeledMatrix.cxx +++ b/src/neml2/tensors/LabeledMatrix.cxx @@ -37,10 +37,19 @@ LabeledMatrix::identity(TensorShapeRef batch_size, } void -LabeledMatrix::fill(const LabeledMatrix & other, bool recursive) +LabeledMatrix::fill(const LabeledMatrix & other, bool common_first, bool recursive) { - neml_assert_dbg(axis(1) == other.axis(1), "Can only accumulate matrices with conformal y axes"); - const auto indices = axis(0).common_indices(other.axis(0), recursive); + Size c_ind = 1; + Size o_ind = 0; + if (common_first) + { + c_ind = 0; + o_ind = 1; + } + + neml_assert_dbg(axis(c_ind) == other.axis(c_ind), + "Can only accumulate matrices with conformal common axes"); + const auto indices = axis(o_ind).common_indices(other.axis(o_ind), recursive); for (const auto & [idxi, idxi_other] : indices) _tensor.base_index_put_({idxi}, other.tensor().base_index({idxi_other})); } diff --git a/tests/unit/models/solid_mechanics/KocksMeckingIntercept.i b/tests/unit/models/solid_mechanics/KocksMeckingIntercept.i new file mode 100644 index 0000000000..2532506f74 --- /dev/null +++ b/tests/unit/models/solid_mechanics/KocksMeckingIntercept.i @@ -0,0 +1,45 @@ +[Drivers] + [unit] + type = ModelUnitTest + model = 'p' + batch_shape = '(5)' + output_scalar_names = 'parameters/p' + output_scalar_values = 'p_correct' + check_second_derivatives = true + [] +[] + +[Models] + [p] + type = KocksMeckingIntercept + A = 'A' + B = 'B' + C = 'C' + [] +[] + +[Tensors] + [A] + type = LinspaceScalar + start = -2.0 + end = -3.0 + nstep = 5 + [] + [B] + type = LinspaceScalar + start = -4.0 + end = -7.0 + nstep = 5 + [] + [C] + type = LinspaceScalar + start = -5.0 + end = -8.0 + nstep = 5 + [] + [p_correct] + type = Scalar + values = "0.5 0.44444444 0.4 0.36363636 0.33333333" + batch_shape = '(5)' + [] +[] From 00480dd33757918a5749a78b8a7c13a29c6695e2 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 15:34:18 -0500 Subject: [PATCH 04/38] Fixed LabeledMatrix::fill, worked around other issue --- python/neml2/pyzag/interface.py | 21 +++++++++++++++------ src/neml2/tensors/LabeledMatrix.cxx | 6 +++++- 2 files changed, 20 insertions(+), 7 deletions(-) diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index 2646aee01e..c8dc38be7b 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -241,23 +241,32 @@ def _extract_jacobian(self, J): Args: J (LabeledMatrix): full jacobian from the NEML model """ + # This one is easy because state and residual always share all variables J_new = J.base[self.residual_axis, self.state_axis].torch() + # Now we need to pad the variables not in old_state with zeros - J_old_reduced = neml2.tensors.LabeledMatrix( + output_axis = self.model.output_axis().subaxis(self.residual_axis) + full_input_axis = self.model.input_axis().subaxis(self.state_axis) + reduced_input_axis = self.model.input_axis().subaxis( + self.old_prefix + self.state_axis + ) + + J_old_reduced = neml2.LabeledMatrix( J.base[self.residual_axis, self.old_prefix + self.state_axis], [ - self.model.output_axis().subaxis(self.residual_axis), - self.model.input_axis().subaxis(self.old_prefix + self.state_axis), + output_axis, + reduced_input_axis, ], ) - J_old_full = neml2.tensors.LabeledMatrix.zeros( + J_old_full = neml2.LabeledMatrix.zeros( J_new.shape[:-2], [ - self.model.output_axis().subaxis(self.residual_axis), - self.model.input_axis().subaxis(self.state_axis), + output_axis, + full_input_axis, ], device=J_new.device, ) + J_old_full.fill(J_old_reduced, common_first=True) return torch.stack([J_old_full.torch(), J_new]) diff --git a/src/neml2/tensors/LabeledMatrix.cxx b/src/neml2/tensors/LabeledMatrix.cxx index 2808267e26..2d60d42440 100644 --- a/src/neml2/tensors/LabeledMatrix.cxx +++ b/src/neml2/tensors/LabeledMatrix.cxx @@ -51,7 +51,11 @@ LabeledMatrix::fill(const LabeledMatrix & other, bool common_first, bool recursi "Can only accumulate matrices with conformal common axes"); const auto indices = axis(o_ind).common_indices(other.axis(o_ind), recursive); for (const auto & [idxi, idxi_other] : indices) - _tensor.base_index_put_({idxi}, other.tensor().base_index({idxi_other})); + if (common_first) + _tensor.base_index_put_({torch::indexing::Ellipsis, idxi}, + other.tensor().base_index({torch::indexing::Ellipsis, idxi_other})); + else + _tensor.base_index_put_({idxi}, other.tensor().base_index({idxi_other})); } LabeledMatrix From 2ff5c17a1572539ca6580e5d6e38d32f5b09df32 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 15:39:54 -0500 Subject: [PATCH 05/38] Gary's fix for the segfault thing --- python/neml2/pyzag/interface.py | 14 ++++---------- python/neml2/tensors/LabeledAxis.cxx | 2 +- 2 files changed, 5 insertions(+), 11 deletions(-) diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index c8dc38be7b..eb1ed2efcd 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -245,24 +245,18 @@ def _extract_jacobian(self, J): J_new = J.base[self.residual_axis, self.state_axis].torch() # Now we need to pad the variables not in old_state with zeros - output_axis = self.model.output_axis().subaxis(self.residual_axis) - full_input_axis = self.model.input_axis().subaxis(self.state_axis) - reduced_input_axis = self.model.input_axis().subaxis( - self.old_prefix + self.state_axis - ) - J_old_reduced = neml2.LabeledMatrix( J.base[self.residual_axis, self.old_prefix + self.state_axis], [ - output_axis, - reduced_input_axis, + self.model.output_axis().subaxis(self.residual_axis), + self.model.input_axis().subaxis(self.old_prefix + self.state_axis), ], ) J_old_full = neml2.LabeledMatrix.zeros( J_new.shape[:-2], [ - output_axis, - full_input_axis, + self.model.output_axis().subaxis(self.residual_axis), + self.model.input_axis().subaxis(self.state_axis), ], device=J_new.device, ) diff --git a/python/neml2/tensors/LabeledAxis.cxx b/python/neml2/tensors/LabeledAxis.cxx index eb0fd6a9c0..80d8ca470a 100644 --- a/python/neml2/tensors/LabeledAxis.cxx +++ b/python/neml2/tensors/LabeledAxis.cxx @@ -46,7 +46,7 @@ def_LabeledAxis(py::module_ & m) .def( "subaxis", [](const LabeledAxis & self, const LabeledAxisAccessor & name) - { return self.subaxis(name); }, + { return &self.subaxis(name); }, py::return_value_policy::reference) .def( "variable_names", From 6f537c2a4382959bcc0269be132d4ce39e608d56 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 16:24:19 -0500 Subject: [PATCH 06/38] On to the next random error --- python/tests/pyzag/complex_model.i | 182 ++++++++++++++++++++++ python/tests/pyzag/elastic_model.i | 22 +++ python/tests/pyzag/test_adjoint.py | 194 ++++++++++++++++++++++++ python/tests/pyzag/viscoplastic_model.i | 71 +++++++++ 4 files changed, 469 insertions(+) create mode 100644 python/tests/pyzag/complex_model.i create mode 100644 python/tests/pyzag/elastic_model.i create mode 100644 python/tests/pyzag/test_adjoint.py create mode 100644 python/tests/pyzag/viscoplastic_model.i diff --git a/python/tests/pyzag/complex_model.i b/python/tests/pyzag/complex_model.i new file mode 100644 index 0000000000..a15bddc753 --- /dev/null +++ b/python/tests/pyzag/complex_model.i @@ -0,0 +1,182 @@ +[Tensors] + [T_controls] + type = Scalar + values = '300 347.36842105 394.73684211 442.10526316 489.47368421 536.84210526 584.21052632 631.57894737 678.94736842 726.31578947 773.68421053 821.05263158 868.42105263 915.78947368 963.15789474 1010.52631579 1057.89473684 1105.26315789 1152.63157895 1200' + batch_shape = '(20)' + [] + [mu_values] + type = Scalar + values = '76670.48346056 75465.18012589 74314.80514263 73374.72880675 72651.54680595 71928.36480514 71120.75130575 70035.97830454 68951.20530333 67842.26597027 66399.97991161 65315.20691041 63884.85335476 62763.98151868 61373.80474086 59927.44073925 58481.07673765 56544.43551627 54599.93973483 52791.98473282' + batch_shape = '(20)' + [] +[] + +[Models] + [A] + type = ScalarConstantParameter + value = -8.679 + [] + [B] + type = ScalarConstantParameter + value = -0.744 + [] + [C] + type = ScalarConstantParameter + value = -5.41 + [] + [g0] + type = KocksMeckingIntercept + A = 'A' + B = 'B' + C = 'C' + [] + [mandel_stress] + type = IsotropicMandelStress + [] + [vonmises] + type = SR2Invariant + invariant_type = 'VONMISES' + tensor = 'state/internal/M' + invariant = 'state/internal/s' + [] + [isoharden] + type = LinearIsotropicHardening + hardening_modulus = 1000 + [] + [mu] + type = ScalarLinearInterpolation + argument = 'forces/T' + abscissa = 'T_controls' + ordinate = 'mu_values' + [] + [ys] + type = KocksMeckingYieldStress + shear_modulus = 'mu' + C = 'C' + [] + [yield] + type = YieldFunction + yield_stress = 'ys' + isotropic_hardening = 'state/internal/k' + [] + [yield_zero] + type = YieldFunction + yield_stress = 0 + isotropic_hardening = 'state/internal/k' + yield_function = 'state/internal/fp_alt' + [] + [flow] + type = ComposedModel + models = 'vonmises yield' + automatic_nonlinear_parameter = false + [] + [normality] + type = Normality + model = 'flow' + function = 'state/internal/fp' + from = 'state/internal/M state/internal/k' + to = 'state/internal/NM state/internal/Nk' + [] + [ri_flowrate] + type = RateIndependentPlasticFlowConstraint + flow_rate = 'state/internal/gamma_rate_ri' + [] + [km_sensitivity] + type = KocksMeckingRateSensitivity + A = 'A' + shear_modulus = 'mu' + k = 1.38064e-20 + b = 2.474e-7 + [] + [km_viscosity] + type = KocksMeckingFlowViscosity + A = 'A' + B = 'B' + shear_modulus = 'mu' + k = 1.38064e-20 + b = 2.474e-7 + eps0 = 1e10 + [] + [rd_flowrate] + type = PerzynaPlasticFlowRate + reference_stress = 'km_viscosity' + exponent = 'km_sensitivity' + yield_function = 'state/internal/fp_alt' + flow_rate = 'state/internal/gamma_rate_rd' + [] + [effective_strain_rate] + type = SR2Invariant + invariant_type = 'EFFECTIVE_STRAIN' + tensor = 'state/E_rate' + invariant = 'forces/effective_strain_rate' + [] + [g] + type = KocksMeckingActivationEnergy + shear_modulus = 'mu' + k = 1.38064e-20 + b = 2.474e-7 + eps0 = 1e10 + [] + [flowrate] + type = KocksMeckingFlowSwitch + g0 = 'g0' + rate_independent_flow_rate = 'state/internal/gamma_rate_ri' + rate_dependent_flow_rate = 'state/internal/gamma_rate_rd' + sharpness = 500.0 + [] + [Eprate] + type = AssociativePlasticFlow + [] + [eprate] + type = AssociativeIsotropicPlasticHardening + [] + [Erate] + type = SR2VariableRate + variable = 'state/E' + rate = 'state/E_rate' + [] + [Eerate] + type = SR2LinearCombination + from_var = 'state/E_rate state/internal/Ep_rate' + to_var = 'state/internal/Ee_rate' + coefficients = '1 -1' + [] + [elasticity] + type = LinearIsotropicElasticity + youngs_modulus = 1e5 + poisson_ratio = 0.3 + rate_form = true + [] + [integrate_stress] + type = SR2BackwardEulerTimeIntegration + variable = 'state/S' + [] + [integrate_ep] + type = ScalarBackwardEulerTimeIntegration + variable = 'state/internal/ep' + [] + [mixed] + type = MixedControlSetup + [] + [mixed_old] + type = MixedControlSetup + control = "old_forces/control" + mixed_state = "old_state/mixed_state" + fixed_values = "old_forces/fixed_values" + cauchy_stress = "old_state/S" + strain = "old_state/E" + [] + [rename] + type = CopySR2 + from = "residual/S" + to = "residual/mixed_state" + [] + [model] + type = ComposedModel + models = "isoharden elasticity g + mandel_stress vonmises + yield yield_zero normality eprate Eprate Erate Eerate + ri_flowrate rd_flowrate flowrate integrate_ep integrate_stress effective_strain_rate + mixed mixed_old rename" + [] +[] diff --git a/python/tests/pyzag/elastic_model.i b/python/tests/pyzag/elastic_model.i new file mode 100644 index 0000000000..dd629964da --- /dev/null +++ b/python/tests/pyzag/elastic_model.i @@ -0,0 +1,22 @@ +[Models] + [Erate] + type = SR2VariableRate + variable = 'forces/E' + rate = 'forces/E_rate' + [] + [elasticity] + type = LinearIsotropicElasticity + youngs_modulus = 1e5 + poisson_ratio = 0.3 + rate_form = true + strain = 'forces/E' + [] + [integrate_stress] + type = SR2BackwardEulerTimeIntegration + variable = 'state/S' + [] + [implicit_rate] + type = ComposedModel + models = 'Erate elasticity integrate_stress' + [] +[] diff --git a/python/tests/pyzag/test_adjoint.py b/python/tests/pyzag/test_adjoint.py new file mode 100644 index 0000000000..454e5656a5 --- /dev/null +++ b/python/tests/pyzag/test_adjoint.py @@ -0,0 +1,194 @@ +"""Test adjoint correctness""" + +import unittest +import os.path + +import torch + +torch.set_default_dtype(torch.double) + +from neml2.pyzag import interface +import neml2 +from pyzag import nonlinear + + +class DerivativeCheck: + def adjoint_grads(self): + solver = nonlinear.RecursiveNonlinearEquationSolver( + self.pmodel, + step_generator=nonlinear.StepGenerator(self.nchunk), + predictor=nonlinear.PreviousStepsPredictor(), + ) + solver.zero_grad() + res = nonlinear.solve_adjoint( + solver, self.initial_state.detach().clone(), len(self.forces), self.forces + ) + val = torch.norm(res) + val.backward() + + return {n: p.grad.detach().clone() for n, p in solver.named_parameters()} + + def fd_grads(self, eps=1.0e-6): + solver = nonlinear.RecursiveNonlinearEquationSolver( + self.pmodel, + step_generator=nonlinear.StepGenerator(self.nchunk), + predictor=nonlinear.PreviousStepsPredictor(), + ) + res = {} + with torch.no_grad(): + val0 = torch.norm( + nonlinear.solve_adjoint( + solver, + self.initial_state.detach().clone(), + len(self.forces), + self.forces, + ) + ) + for n, p in solver.named_parameters(): + p0 = p.clone() + dx = torch.abs(p0) * eps + p.data = p0 + dx + val1 = torch.norm( + nonlinear.solve_adjoint(solver, len(self.forces), self.forces) + ) + res[n] = (val1 - val0) / dx + p.data = p0 + + return res + + def test_adjoint_vs_fd(self): + grads_adjoint = self.adjoint_grads() + grads_fd = self.fd_grads() + + self.assertEqual(grads_adjoint.keys(), grads_fd.keys()) + + for n in grads_adjoint.keys(): + self.assertTrue(torch.allclose(grads_adjoint[n], grads_fd[n])) + + +class TestElasticModel(unittest.TestCase, DerivativeCheck): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "elastic_model.i"), "implicit_rate" + ) + self.pmodel = interface.NEML2PyzagModel(self.nmodel) + + self.nbatch = 20 + self.ntime = 100 + + end_time = torch.logspace(-1, -5, self.nbatch) + time = torch.stack( + [torch.linspace(0, et, self.ntime) for et in end_time] + ).T.unsqueeze(-1) + strain = ( + torch.stack( + [ + torch.linspace(0, 0.1, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + ] + ) + .T[:, None] + .expand(-1, self.nbatch, -1) + ) + + self.initial_state = torch.zeros((self.nbatch, 6)) + self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) + + self.nchunk = 10 + + +class TestViscoplasticModel(unittest.TestCase, DerivativeCheck): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "viscoplastic_model.i"), + "implicit_rate", + ) + self.pmodel = interface.NEML2PyzagModel(self.nmodel) + + self.nbatch = 20 + self.ntime = 100 + + end_time = torch.logspace(-1, -5, self.nbatch) + time = torch.stack( + [torch.linspace(0, et, self.ntime) for et in end_time] + ).T.unsqueeze(-1) + strain = ( + torch.stack( + [ + torch.linspace(0, 0.1, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + ] + ) + .T[:, None] + .expand(-1, self.nbatch, -1) + ) + + self.initial_state = torch.zeros((self.nbatch, 7)) + self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) + + self.nchunk = 10 + + +class TestComplexModel(unittest.TestCase, DerivativeCheck): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "complex_model.i"), + "model", + ) + self.pmodel = interface.NEML2PyzagModel( + self.nmodel, exclude_parameters=["yield_zero.sy"] + ) + + self.nbatch = 20 + self.ntime = 100 + + end_time = torch.logspace(-1, -5, self.nbatch) + time = torch.stack( + [torch.linspace(0, et, self.ntime) for et in end_time] + ).T.unsqueeze(-1) + conditions = ( + torch.stack( + [ + torch.linspace(0, 0.1, self.ntime), + torch.linspace(0, -50, self.ntime), + torch.linspace(0, -0.025, self.ntime), + torch.linspace(0, 0.15, self.ntime), + torch.linspace(0, 75.0, self.ntime), + torch.linspace(0, 0.05, self.ntime), + ] + ) + .T[:, None] + .expand(-1, self.nbatch, -1) + ) + + control = torch.zeros((self.ntime, self.nbatch, 6)) + control[..., 1] = 1.0 + control[..., 4] = 1.0 + + temperatures = torch.stack( + [ + torch.linspace(T1, T2, self.ntime) + for T1, T2 in zip( + torch.linspace(300, 500, self.nbatch), + torch.linspace(600, 1200, self.nbatch), + ) + ] + ).T.unsqueeze(-1) + + self.initial_state = torch.zeros((self.nbatch, 8)) + self.forces = self.pmodel.collect_forces( + { + "t": time, + "control": control, + "fixed_values": conditions, + "T": temperatures, + } + ) diff --git a/python/tests/pyzag/viscoplastic_model.i b/python/tests/pyzag/viscoplastic_model.i new file mode 100644 index 0000000000..b37ecd8d9a --- /dev/null +++ b/python/tests/pyzag/viscoplastic_model.i @@ -0,0 +1,71 @@ +[Models] + [mandel_stress] + type = IsotropicMandelStress + [] + [vonmises] + type = SR2Invariant + invariant_type = 'VONMISES' + tensor = 'state/internal/M' + invariant = 'state/internal/s' + [] + [isoharden] + type = LinearIsotropicHardening + hardening_modulus = 1000 + [] + [yield] + type = YieldFunction + yield_stress = 5 + isotropic_hardening = 'state/internal/k' + [] + [flow] + type = ComposedModel + models = 'vonmises yield' + [] + [normality] + type = Normality + model = 'flow' + function = 'state/internal/fp' + from = 'state/internal/M state/internal/k' + to = 'state/internal/NM state/internal/Nk' + [] + [flow_rate] + type = PerzynaPlasticFlowRate + reference_stress = 100 + exponent = 2 + [] + [Eprate] + type = AssociativePlasticFlow + [] + [eprate] + type = AssociativeIsotropicPlasticHardening + [] + [Erate] + type = SR2VariableRate + variable = 'forces/E' + rate = 'forces/E_rate' + [] + [Eerate] + type = SR2LinearCombination + from_var = 'forces/E_rate state/internal/Ep_rate' + to_var = 'state/internal/Ee_rate' + coefficients = '1 -1' + [] + [elasticity] + type = LinearIsotropicElasticity + youngs_modulus = 1e5 + poisson_ratio = 0.3 + rate_form = true + [] + [integrate_stress] + type = SR2BackwardEulerTimeIntegration + variable = 'state/S' + [] + [integrate_ep] + type = ScalarBackwardEulerTimeIntegration + variable = 'state/internal/ep' + [] + [implicit_rate] + type = ComposedModel + models = 'mandel_stress vonmises isoharden yield normality flow_rate Eprate eprate Erate Eerate elasticity integrate_stress integrate_ep' + [] +[] From ef5dec0bf4d0bc64a1ca12b065df5af9400ddd88 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 16:45:30 -0500 Subject: [PATCH 07/38] Fixed the adjoint tests, in the eventuallity this gets fixed --- python/tests/pyzag/test_adjoint.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/python/tests/pyzag/test_adjoint.py b/python/tests/pyzag/test_adjoint.py index 454e5656a5..585b250217 100644 --- a/python/tests/pyzag/test_adjoint.py +++ b/python/tests/pyzag/test_adjoint.py @@ -37,7 +37,7 @@ def fd_grads(self, eps=1.0e-6): res = {} with torch.no_grad(): val0 = torch.norm( - nonlinear.solve_adjoint( + nonlinear.solve( solver, self.initial_state.detach().clone(), len(self.forces), @@ -49,7 +49,12 @@ def fd_grads(self, eps=1.0e-6): dx = torch.abs(p0) * eps p.data = p0 + dx val1 = torch.norm( - nonlinear.solve_adjoint(solver, len(self.forces), self.forces) + nonlinear.solve( + solver, + self.initial_state.detach().clone(), + len(self.forces), + self.forces, + ) ) res[n] = (val1 - val0) / dx p.data = p0 @@ -192,3 +197,5 @@ def setUp(self): "T": temperatures, } ) + + self.nchunk = 10 From ec7cdee9a7c76541110a8dc48839dedb554c71f6 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 17:52:41 -0500 Subject: [PATCH 08/38] Updated adjoint tolerances --- python/tests/pyzag/test_adjoint.py | 10 +- python/tests/pyzag/test_correctness.py | 161 +++++++++++++++++++++++++ 2 files changed, 169 insertions(+), 2 deletions(-) create mode 100644 python/tests/pyzag/test_correctness.py diff --git a/python/tests/pyzag/test_adjoint.py b/python/tests/pyzag/test_adjoint.py index 585b250217..80c2cf2042 100644 --- a/python/tests/pyzag/test_adjoint.py +++ b/python/tests/pyzag/test_adjoint.py @@ -64,11 +64,12 @@ def fd_grads(self, eps=1.0e-6): def test_adjoint_vs_fd(self): grads_adjoint = self.adjoint_grads() grads_fd = self.fd_grads() - self.assertEqual(grads_adjoint.keys(), grads_fd.keys()) for n in grads_adjoint.keys(): - self.assertTrue(torch.allclose(grads_adjoint[n], grads_fd[n])) + self.assertTrue( + torch.allclose(grads_adjoint[n], grads_fd[n], rtol=self.rtol) + ) class TestElasticModel(unittest.TestCase, DerivativeCheck): @@ -104,6 +105,7 @@ def setUp(self): self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) self.nchunk = 10 + self.rtol = 1.0e-5 class TestViscoplasticModel(unittest.TestCase, DerivativeCheck): @@ -141,6 +143,8 @@ def setUp(self): self.nchunk = 10 + self.rtol = 1.0e-5 + class TestComplexModel(unittest.TestCase, DerivativeCheck): def setUp(self): @@ -199,3 +203,5 @@ def setUp(self): ) self.nchunk = 10 + + self.rtol = 1.0e-4 diff --git a/python/tests/pyzag/test_correctness.py b/python/tests/pyzag/test_correctness.py new file mode 100644 index 0000000000..1154f9ce6c --- /dev/null +++ b/python/tests/pyzag/test_correctness.py @@ -0,0 +1,161 @@ +"""Test we get the same answers in pyzag with parallel time as we do in NEML2 with sequential time""" + +import unittest +import os.path + +import torch + +torch.set_default_dtype(torch.double) + +from neml2.pyzag import interface +import neml2 +from pyzag import nonlinear + + +class CorrectnessCheck: + def run_forward(self): + solver = nonlinear.RecursiveNonlinearEquationSolver( + self.pmodel, + step_generator=nonlinear.StepGenerator(self.nchunk), + predictor=nonlinear.PreviousStepsPredictor(), + ) + return nonlinear.solve( + solver, + self.initial_state.detach().clone(), + len(self.forces), + self.forces, + ) + + def test_correctness(self): + pyzag_result = self.run_forward() + print(pyzag_result.shape) + + +class TestElasticModel(unittest.TestCase, CorrectnessCheck): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "elastic_model.i"), "implicit_rate" + ) + self.pmodel = interface.NEML2PyzagModel(self.nmodel) + + self.nbatch = 20 + self.ntime = 100 + + end_time = torch.logspace(-1, -5, self.nbatch) + time = torch.stack( + [torch.linspace(0, et, self.ntime) for et in end_time] + ).T.unsqueeze(-1) + strain = ( + torch.stack( + [ + torch.linspace(0, 0.1, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + ] + ) + .T[:, None] + .expand(-1, self.nbatch, -1) + ) + + self.initial_state = torch.zeros((self.nbatch, 6)) + self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) + + self.nchunk = 10 + + +class TestViscoplasticModel(unittest.TestCase, CorrectnessCheck): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "viscoplastic_model.i"), + "implicit_rate", + ) + self.pmodel = interface.NEML2PyzagModel(self.nmodel) + + self.nbatch = 20 + self.ntime = 100 + + end_time = torch.logspace(-1, -5, self.nbatch) + time = torch.stack( + [torch.linspace(0, et, self.ntime) for et in end_time] + ).T.unsqueeze(-1) + strain = ( + torch.stack( + [ + torch.linspace(0, 0.1, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.linspace(0, -0.05, self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + torch.zeros(self.ntime), + ] + ) + .T[:, None] + .expand(-1, self.nbatch, -1) + ) + + self.initial_state = torch.zeros((self.nbatch, 7)) + self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) + + self.nchunk = 10 + + +class TestComplexModel(unittest.TestCase, CorrectnessCheck): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "complex_model.i"), + "model", + ) + self.pmodel = interface.NEML2PyzagModel( + self.nmodel, exclude_parameters=["yield_zero.sy"] + ) + + self.nbatch = 20 + self.ntime = 100 + + end_time = torch.logspace(-1, -5, self.nbatch) + time = torch.stack( + [torch.linspace(0, et, self.ntime) for et in end_time] + ).T.unsqueeze(-1) + conditions = ( + torch.stack( + [ + torch.linspace(0, 0.1, self.ntime), + torch.linspace(0, -50, self.ntime), + torch.linspace(0, -0.025, self.ntime), + torch.linspace(0, 0.15, self.ntime), + torch.linspace(0, 75.0, self.ntime), + torch.linspace(0, 0.05, self.ntime), + ] + ) + .T[:, None] + .expand(-1, self.nbatch, -1) + ) + + control = torch.zeros((self.ntime, self.nbatch, 6)) + control[..., 1] = 1.0 + control[..., 4] = 1.0 + + temperatures = torch.stack( + [ + torch.linspace(T1, T2, self.ntime) + for T1, T2 in zip( + torch.linspace(300, 500, self.nbatch), + torch.linspace(600, 1200, self.nbatch), + ) + ] + ).T.unsqueeze(-1) + + self.initial_state = torch.zeros((self.nbatch, 8)) + self.forces = self.pmodel.collect_forces( + { + "t": time, + "control": control, + "fixed_values": conditions, + "T": temperatures, + } + ) + + self.nchunk = 10 From 6ccdc328c4c5d1170a895460ccb42363311fc580 Mon Sep 17 00:00:00 2001 From: Gary Hu Date: Wed, 7 Aug 2024 17:55:57 -0500 Subject: [PATCH 09/38] Fix inference mode bug --- src/neml2/models/Model.cxx | 51 ++++++++++++++++++++++++++++++-------- 1 file changed, 40 insertions(+), 11 deletions(-) diff --git a/src/neml2/models/Model.cxx b/src/neml2/models/Model.cxx index a3ddf4acdc..214ba5fdfb 100644 --- a/src/neml2/models/Model.cxx +++ b/src/neml2/models/Model.cxx @@ -452,10 +452,14 @@ void Model::value() { check_inplace_dbg(); + + if (is_AD_disabled()) { - c10::InferenceMode guard(is_AD_disabled()); + c10::InferenceMode guard; set_value(true, false, false); } + else + set_value(true, false, false); } void @@ -469,8 +473,13 @@ Model::value_and_dvalue() if (!_AD_1st_deriv) { - c10::InferenceMode guard(is_AD_disabled()); - set_value(true, true, false); + if (is_AD_disabled()) + { + c10::InferenceMode guard; + set_value(true, true, false); + } + else + set_value(true, true, false); } else { @@ -491,8 +500,13 @@ Model::dvalue() if (!_AD_1st_deriv) { - c10::InferenceMode guard(is_AD_disabled()); - set_value(false, true, false); + if (is_AD_disabled()) + { + c10::InferenceMode guard; + set_value(false, true, false); + } + else + set_value(false, true, false); } else { @@ -514,8 +528,13 @@ Model::value_and_dvalue_and_d2value() if (!_AD_2nd_deriv) { - c10::InferenceMode guard(is_AD_disabled()); - set_value(true, true, true); + if (is_AD_disabled()) + { + c10::InferenceMode guard; + set_value(true, true, true); + } + else + set_value(true, true, true); } else { @@ -546,8 +565,13 @@ Model::dvalue_and_d2value() if (!_AD_2nd_deriv) { - c10::InferenceMode guard(is_AD_disabled()); - set_value(false, true, true); + if (is_AD_disabled()) + { + c10::InferenceMode guard; + set_value(false, true, true); + } + else + set_value(false, true, true); } else { @@ -577,8 +601,13 @@ Model::d2value() if (!_AD_2nd_deriv) { - c10::InferenceMode guard(is_AD_disabled()); - set_value(false, false, true); + if (is_AD_disabled()) + { + c10::InferenceMode guard; + set_value(false, false, true); + } + else + set_value(false, false, true); } else { From 4730c32bd17dc14df824d2ee0970e975380302e8 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 7 Aug 2024 21:16:50 -0500 Subject: [PATCH 10/38] Basic working version --- python/tests/pyzag/complex_model.i | 117 +++++++++++- python/tests/pyzag/elastic_model.i | 61 +++++++ python/tests/pyzag/result_complex_model.pt | Bin 0 -> 1000290 bytes python/tests/pyzag/result_elastic_model.pt | Bin 0 -> 517313 bytes .../tests/pyzag/result_viscoplastic_model.pt | Bin 0 -> 566469 bytes python/tests/pyzag/test_adjoint.py | 5 +- python/tests/pyzag/test_correctness.py | 172 ++++-------------- python/tests/pyzag/viscoplastic_model.i | 61 +++++++ 8 files changed, 279 insertions(+), 137 deletions(-) create mode 100644 python/tests/pyzag/result_complex_model.pt create mode 100644 python/tests/pyzag/result_elastic_model.pt create mode 100644 python/tests/pyzag/result_viscoplastic_model.pt diff --git a/python/tests/pyzag/complex_model.i b/python/tests/pyzag/complex_model.i index a15bddc753..bffa0f5082 100644 --- a/python/tests/pyzag/complex_model.i +++ b/python/tests/pyzag/complex_model.i @@ -1,4 +1,88 @@ [Tensors] + [end_time] + type = LogspaceScalar + start = -1 + end = 5 + nstep = 20 + [] + [times] + type = LinspaceScalar + start = 0 + end = end_time + nstep = 100 + [] + [exx] + type = FullScalar + batch_shape = '(20)' + value = 0.1 + [] + [syy] + type = FullScalar + batch_shape = '(20)' + value = -50.0 + [] + [ezz] + type = FullScalar + batch_shape = '(20)' + value = -0.025 + [] + [eyz] + type = FullScalar + batch_shape = '(20)' + value = 0.15 + [] + [sxz] + type = FullScalar + batch_shape = '(20)' + value = 75.0 + [] + [exy] + type = FullScalar + batch_shape = '(20)' + value = 0.05 + [] + [max_condition] + type = FillSR2 + values = 'exx syy ezz eyz sxz exy' + [] + [conditions] + type = LinspaceSR2 + start = 0 + end = max_condition + nstep = 100 + [] + [start_temperature] + type = LinspaceScalar + start = 300 + end = 500 + nstep = 20 + [] + [end_temperature] + type = LinspaceScalar + start = 600 + end = 1200 + nstep = 20 + [] + [temperatures] + type = LinspaceScalar + start = start_temperature + end = end_temperature + nstep = 100 + [] + [zero_control] + type = FullScalar + batch_shape = '(100,20)' + value = 0.0 + [] + [one_control] + type = FullScalar + batch_shape = '(100,20)' + value = 1.0 + [] + [control] + type = FillSR2 + values = 'zero_control zero_control one_control zero_control one_control zero_control' + [] [T_controls] type = Scalar values = '300 347.36842105 394.73684211 442.10526316 489.47368421 536.84210526 584.21052632 631.57894737 678.94736842 726.31578947 773.68421053 821.05263158 868.42105263 915.78947368 963.15789474 1010.52631579 1057.89473684 1105.26315789 1152.63157895 1200' @@ -11,6 +95,25 @@ [] [] +[Drivers] + [driver] + type = SolidMechanicsDriver + model = 'model' + times = 'times' + prescribed_mixed_conditions = 'conditions' + prescribed_control = 'control' + save_as = 'result_complex_model.pt' + prescribed_temperatures = 'temperatures' + control = 'MIXED' + [] +[] + +[Solvers] + [newton] + type = Newton + [] +[] + [Models] [A] type = ScalarConstantParameter @@ -122,7 +225,7 @@ g0 = 'g0' rate_independent_flow_rate = 'state/internal/gamma_rate_ri' rate_dependent_flow_rate = 'state/internal/gamma_rate_rd' - sharpness = 500.0 + sharpness = 100.0 [] [Eprate] type = AssociativePlasticFlow @@ -171,7 +274,7 @@ from = "residual/S" to = "residual/mixed_state" [] - [model] + [implicit_rate] type = ComposedModel models = "isoharden elasticity g mandel_stress vonmises @@ -179,4 +282,14 @@ ri_flowrate rd_flowrate flowrate integrate_ep integrate_stress effective_strain_rate mixed mixed_old rename" [] + [model_mixed] + type = ImplicitUpdate + implicit_model = 'implicit_rate' + solver = 'newton' + [] + [model] + type = ComposedModel + models = 'model_mixed mixed' + additional_outputs = 'state/mixed_state' + [] [] diff --git a/python/tests/pyzag/elastic_model.i b/python/tests/pyzag/elastic_model.i index dd629964da..aae238796d 100644 --- a/python/tests/pyzag/elastic_model.i +++ b/python/tests/pyzag/elastic_model.i @@ -1,3 +1,59 @@ +[Tensors] + [end_time] + type = LogspaceScalar + start = -1 + end = 5 + nstep = 20 + [] + [times] + type = LinspaceScalar + start = 0 + end = end_time + nstep = 100 + [] + [exx] + type = FullScalar + batch_shape = '(20)' + value = 0.1 + [] + [eyy] + type = FullScalar + batch_shape = '(20)' + value = -0.05 + [] + [ezz] + type = FullScalar + batch_shape = '(20)' + value = -0.05 + [] + [max_strain] + type = FillSR2 + values = 'exx eyy ezz' + [] + [strains] + type = LinspaceSR2 + start = 0 + end = max_strain + nstep = 100 + [] +[] + +[Drivers] + [driver] + type = SolidMechanicsDriver + model = 'model' + times = 'times' + prescribed_strains = 'strains' + save_as = 'result_elastic_model.pt' + [] +[] + +[Solvers] + [newton] + type = Newton + [] +[] + [Models] [Erate] type = SR2VariableRate @@ -19,4 +75,9 @@ type = ComposedModel models = 'Erate elasticity integrate_stress' [] + [model] + type = ImplicitUpdate + implicit_model = 'implicit_rate' + solver = 'newton' + [] [] diff --git a/python/tests/pyzag/result_complex_model.pt b/python/tests/pyzag/result_complex_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..77906fa068ba54a11f56a9b47871ecfecded8ed0 GIT binary patch literal 1000290 zcmeF4b#xWW*5HE&_uvM${UMu7UbFaCM z?2zIGWlm13v2~0$BZX?3ClJx2zpdnHS}thV7S$7YVGx#gJFtigP(yzLg4G-&!>Ck2nEyO zeM>7QhQb4V!M0y3c!J+UP4PzOJ)uCm53i<$dcmq?;|{N`=MB!kFE74##~UsV@8nr3 z(g!B*-QBHUYhUkzuDLij=cEMGw_KYj0-JUr|d$1$Wp9np8ehba+BK3IQn~AAl$iN z#lLb81WsJ51E*jp{o~N+2gidUIr@HEU0?_dtn#aD<$9s;DY?{-L-#}BWVOX^NnJH? zkY2CW6DD7LGWu(Ce7>byTpZqb!OlteH(BKk!y2_MSZJsZWc`)n-x7sfzR3Q 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--git a/python/tests/pyzag/test_adjoint.py b/python/tests/pyzag/test_adjoint.py index 80c2cf2042..e39888a560 100644 --- a/python/tests/pyzag/test_adjoint.py +++ b/python/tests/pyzag/test_adjoint.py @@ -150,12 +150,11 @@ class TestComplexModel(unittest.TestCase, DerivativeCheck): def setUp(self): self.nmodel = neml2.load_model( os.path.join(os.path.dirname(__file__), "complex_model.i"), - "model", + "implicit_rate", ) self.pmodel = interface.NEML2PyzagModel( - self.nmodel, exclude_parameters=["yield_zero.sy"] + self.nmodel, exclude_parameters=["yield_zero.sy", "mu.X", "mu.Y"] ) - self.nbatch = 20 self.ntime = 100 diff --git a/python/tests/pyzag/test_correctness.py b/python/tests/pyzag/test_correctness.py index 1154f9ce6c..5fcc28324b 100644 --- a/python/tests/pyzag/test_correctness.py +++ b/python/tests/pyzag/test_correctness.py @@ -12,150 +12,58 @@ from pyzag import nonlinear -class CorrectnessCheck: - def run_forward(self): - solver = nonlinear.RecursiveNonlinearEquationSolver( - self.pmodel, - step_generator=nonlinear.StepGenerator(self.nchunk), - predictor=nonlinear.PreviousStepsPredictor(), - ) - return nonlinear.solve( - solver, - self.initial_state.detach().clone(), - len(self.forces), - self.forces, - ) +nchunk = 10 - def test_correctness(self): - pyzag_result = self.run_forward() - print(pyzag_result.shape) - - -class TestElasticModel(unittest.TestCase, CorrectnessCheck): - def setUp(self): - self.nmodel = neml2.load_model( - os.path.join(os.path.dirname(__file__), "elastic_model.i"), "implicit_rate" - ) - self.pmodel = interface.NEML2PyzagModel(self.nmodel) +models = ["elastic_model", "viscoplastic_model", "complex_model"] - self.nbatch = 20 - self.ntime = 100 - - end_time = torch.logspace(-1, -5, self.nbatch) - time = torch.stack( - [torch.linspace(0, et, self.ntime) for et in end_time] - ).T.unsqueeze(-1) - strain = ( - torch.stack( - [ - torch.linspace(0, 0.1, self.ntime), - torch.linspace(0, -0.05, self.ntime), - torch.linspace(0, -0.05, self.ntime), - torch.zeros(self.ntime), - torch.zeros(self.ntime), - torch.zeros(self.ntime), - ] - ) - .T[:, None] - .expand(-1, self.nbatch, -1) - ) - - self.initial_state = torch.zeros((self.nbatch, 6)) - self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) - - self.nchunk = 10 +class TestCorrectness(unittest.TestCase): + def test_correctness(self): + for i, model in enumerate(models): + with self.subTest(i=i): + self.run_model(model) -class TestViscoplasticModel(unittest.TestCase, CorrectnessCheck): - def setUp(self): - self.nmodel = neml2.load_model( - os.path.join(os.path.dirname(__file__), "viscoplastic_model.i"), + def run_model(self, model_name): + nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), model_name + ".i"), "implicit_rate", ) - self.pmodel = interface.NEML2PyzagModel(self.nmodel) - - self.nbatch = 20 - self.ntime = 100 - - end_time = torch.logspace(-1, -5, self.nbatch) - time = torch.stack( - [torch.linspace(0, et, self.ntime) for et in end_time] - ).T.unsqueeze(-1) - strain = ( - torch.stack( - [ - torch.linspace(0, 0.1, self.ntime), - torch.linspace(0, -0.05, self.ntime), - torch.linspace(0, -0.05, self.ntime), - torch.zeros(self.ntime), - torch.zeros(self.ntime), - torch.zeros(self.ntime), - ] - ) - .T[:, None] - .expand(-1, self.nbatch, -1) - ) - - self.initial_state = torch.zeros((self.nbatch, 7)) - self.forces = self.pmodel.collect_forces({"t": time, "E": strain}) + model = interface.NEML2PyzagModel(nmodel) - self.nchunk = 10 - - -class TestComplexModel(unittest.TestCase, CorrectnessCheck): - def setUp(self): - self.nmodel = neml2.load_model( - os.path.join(os.path.dirname(__file__), "complex_model.i"), - "model", - ) - self.pmodel = interface.NEML2PyzagModel( - self.nmodel, exclude_parameters=["yield_zero.sy"] + results = torch.jit.load( + os.path.join(os.path.dirname(__file__), "result_" + model_name + ".pt") ) - self.nbatch = 20 - self.ntime = 100 + modules = dict(results.named_modules()) + input = dict(modules["input"].named_buffers()) + output = dict(modules["output"].named_buffers()) - end_time = torch.logspace(-1, -5, self.nbatch) - time = torch.stack( - [torch.linspace(0, et, self.ntime) for et in end_time] - ).T.unsqueeze(-1) - conditions = ( - torch.stack( - [ - torch.linspace(0, 0.1, self.ntime), - torch.linspace(0, -50, self.ntime), - torch.linspace(0, -0.025, self.ntime), - torch.linspace(0, 0.15, self.ntime), - torch.linspace(0, 75.0, self.ntime), - torch.linspace(0, 0.05, self.ntime), - ] - ) - .T[:, None] - .expand(-1, self.nbatch, -1) + forces = torch.cat( + [ + input["forces/" + n] + for n in model.model.input_axis().subaxis("forces").variable_names() + ], + dim=-1, ) - - control = torch.zeros((self.ntime, self.nbatch, 6)) - control[..., 1] = 1.0 - control[..., 4] = 1.0 - - temperatures = torch.stack( + state = torch.cat( [ - torch.linspace(T1, T2, self.ntime) - for T1, T2 in zip( - torch.linspace(300, 500, self.nbatch), - torch.linspace(600, 1200, self.nbatch), - ) - ] - ).T.unsqueeze(-1) + output["state/" + n] + for n in model.model.input_axis().subaxis("state").variable_names() + ], + dim=-1, + ) - self.initial_state = torch.zeros((self.nbatch, 8)) - self.forces = self.pmodel.collect_forces( - { - "t": time, - "control": control, - "fixed_values": conditions, - "T": temperatures, - } + solver = nonlinear.RecursiveNonlinearEquationSolver( + model, + step_generator=nonlinear.StepGenerator(nchunk), + predictor=nonlinear.PreviousStepsPredictor(), ) + with torch.no_grad(): + results = nonlinear.solve( + solver, + state[0], + len(forces), + forces, + ) - self.nchunk = 10 + self.assertTrue(torch.allclose(state, results)) diff --git a/python/tests/pyzag/viscoplastic_model.i b/python/tests/pyzag/viscoplastic_model.i index b37ecd8d9a..58710debfa 100644 --- a/python/tests/pyzag/viscoplastic_model.i +++ b/python/tests/pyzag/viscoplastic_model.i @@ -1,3 +1,59 @@ +[Tensors] + [end_time] + type = LogspaceScalar + start = -1 + end = 5 + nstep = 20 + [] + [times] + type = LinspaceScalar + start = 0 + end = end_time + nstep = 100 + [] + [exx] + type = FullScalar + batch_shape = '(20)' + value = 0.1 + [] + [eyy] + type = FullScalar + batch_shape = '(20)' + value = -0.05 + [] + [ezz] + type = FullScalar + batch_shape = '(20)' + value = -0.05 + [] + [max_strain] + type = FillSR2 + values = 'exx eyy ezz' + [] + [strains] + type = LinspaceSR2 + start = 0 + end = max_strain + nstep = 100 + [] +[] + +[Drivers] + [driver] + type = SolidMechanicsDriver + model = 'model' + times = 'times' + prescribed_strains = 'strains' + save_as = 'result_viscoplastic_model.pt' + [] +[] + +[Solvers] + [newton] + type = Newton + [] +[] + [Models] [mandel_stress] type = IsotropicMandelStress @@ -68,4 +124,9 @@ type = ComposedModel models = 'mandel_stress vonmises isoharden yield normality flow_rate Eprate eprate Erate Eerate elasticity integrate_stress integrate_ep' [] + [model] + type = ImplicitUpdate + implicit_model = 'implicit_rate' + solver = 'newton' + [] [] From 7b5da10c320113c55d9a60956c8a279d376b669a Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Thu, 8 Aug 2024 21:04:18 -0500 Subject: [PATCH 11/38] Code review --- .../solid_mechanics/KocksMeckingIntercept.h | 2 +- include/neml2/tensors/LabeledMatrix.h | 4 -- include/neml2/tensors/LabeledTensor.h | 9 +++ include/neml2/tensors/LabeledVector.h | 4 -- python/neml2/pyzag/__init__.py | 23 +++++++ python/neml2/pyzag/interface.py | 65 ++++++++++++++---- python/neml2/tensors/LabeledMatrix.cxx | 5 -- python/neml2/tensors/LabeledTensor.h | 7 +- python/neml2/tensors/LabeledVector.cxx | 1 - python/tests/pyzag/test_adjoint.py | 24 +++++++ python/tests/pyzag/test_correctness.py | 24 +++++++ python/tests/pyzag/test_definitions.py | 24 +++++++ .../solid_mechanics/KocksMeckingIntercept.cxx | 6 +- src/neml2/tensors/LabeledMatrix.cxx | 22 ------- src/neml2/tensors/LabeledTensor.cxx | 19 ++++++ src/neml2/tensors/LabeledVector.cxx | 8 --- .../KocksMeckingIntercept_nl_params.i | 66 +++++++++++++++++++ 17 files changed, 253 insertions(+), 60 deletions(-) create mode 100644 tests/unit/models/solid_mechanics/KocksMeckingIntercept_nl_params.i diff --git a/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h b/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h index a7f8f9fb5d..63465b84c5 100644 --- a/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h +++ b/include/neml2/models/solid_mechanics/KocksMeckingIntercept.h @@ -29,7 +29,7 @@ namespace neml2 { /** - * @brief A scalar-valued parameter defined by (C_B) / A + * @brief A scalar-valued parameter defined by (C-B) / A */ class KocksMeckingIntercept : public NonlinearParameter { diff --git a/include/neml2/tensors/LabeledMatrix.h b/include/neml2/tensors/LabeledMatrix.h index 72052f8ad8..dee30b588d 100644 --- a/include/neml2/tensors/LabeledMatrix.h +++ b/include/neml2/tensors/LabeledMatrix.h @@ -44,10 +44,6 @@ class LabeledMatrix : public LabeledTensor const LabeledAxis & axis, const torch::TensorOptions & options = default_tensor_options()); - /// Fill another matrix into this matrix. - /// The item set of the other matrix must be a subset of this matrix's item set. - void fill(const LabeledMatrix & other, bool common_first = false, bool recursive = true); - /// Chain rule product of two derivatives LabeledMatrix chain(const LabeledMatrix & other) const; }; diff --git a/include/neml2/tensors/LabeledTensor.h b/include/neml2/tensors/LabeledTensor.h index e717928775..8581ae9d53 100644 --- a/include/neml2/tensors/LabeledTensor.h +++ b/include/neml2/tensors/LabeledTensor.h @@ -160,6 +160,15 @@ class LabeledTensor /// Get a specific labeled axis const LabeledAxis & axis(Size i = 0) const { return *_axes[i]; } + /** + * @brief Fill with another LabeledTensor that matches this one on all but one axis + * + * @param Derived The LabeledTensor to fill from + * @param Size The common axis, default 0 + * @param bool If true, fill recursively down subaxes + */ + void fill(const Derived & other, Size odim = 0, bool recursive = true); + protected: /// The tensor Tensor _tensor; diff --git a/include/neml2/tensors/LabeledVector.h b/include/neml2/tensors/LabeledVector.h index b79099fe30..df4b41663e 100644 --- a/include/neml2/tensors/LabeledVector.h +++ b/include/neml2/tensors/LabeledVector.h @@ -41,10 +41,6 @@ class LabeledVector : public LabeledTensor /// Slice the logically 1D tensor by a single sub-axis LabeledVector slice(const std::string & name) const; - - /// Fill (override) another vector into this vector. - /// The item set of the other vector must be a subset of this vector's item set. - void fill(const LabeledVector & other, bool recursive = true); }; namespace utils diff --git a/python/neml2/pyzag/__init__.py b/python/neml2/pyzag/__init__.py index e69de29bb2..c3b7f7e0a0 100644 --- a/python/neml2/pyzag/__init__.py +++ b/python/neml2/pyzag/__init__.py @@ -0,0 +1,23 @@ +# Copyright 2024, UChicago Argonne, LLC +# All Rights Reserved +# Software Name: NEML2 -- the New Engineering material Model Library, version 2 +# By: Argonne National Laboratory +# OPEN SOURCE LICENSE (MIT) +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index eb1ed2efcd..51b08337f1 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -1,18 +1,44 @@ +# Copyright 2024, UChicago Argonne, LLC +# All Rights Reserved +# Software Name: NEML2 -- the New Engineering material Model Library, version 2 +# By: Argonne National Laboratory +# OPEN SOURCE LICENSE (MIT) +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. + from pyzag import nonlinear import neml2 from neml2.tensors import Tensor -from neml2.tensors import LabeledAxisAccessor as AA import torch -def assemble_vector(axis, tensors): +def assemble_vector(axis, tensors, warn_unused=True): """Assemble a LabeledVector from a collection of tensors Args: axis (LabeledAxis): axis to use to setup LabeledVector tensor (dict of torch.tensor): dictionary mapping names to tensors + + Keyword Args: + warned_unused (bool, default True): throw a warning if there is a missing or extra variable in tensors """ random_tensor = next(iter(tensors.values())) batch_shape = random_tensor.shape[:-1] @@ -20,6 +46,11 @@ def assemble_vector(axis, tensors): vector = neml2.LabeledVector.zeros(batch_shape, [axis], device=device) + if warn_unused and set(tensors.keys()) != set(axis.variable_names()): + raise Warning( + "Tensor names in provided tensors dict do not match the variable names on the axis" + ) + for name, value in tensors.items(): vector.base[name] = Tensor(value, len(batch_shape)) @@ -115,8 +146,10 @@ def _check_model(self): "Wrapped NEML2 model should only have 4 subaxes on the input axis" ) for axis in should_axes: - if not self.model.input_axis().has_subaxis(AA(axis)): - raise ValueError("Wrapped NEML2 model missing input subaxis %s" % axis) + if not self.model.input_axis().has_subaxis(axis): + raise ValueError( + "Wrapped NEML2 model missing input subaxis {}".format(axis) + ) # Output axis should just have the residual if self.model.output_axis().nsubaxis() != 1: @@ -124,15 +157,25 @@ def _check_model(self): "Wrapped NEML2 model should only have 1 subaxes on the output axis" ) - if not self.model.output_axis().has_subaxis(AA(self.residual_axis)): + if not self.model.output_axis().has_subaxis(self.residual_axis): raise ValueError( - "Wrapped NEML2 model is missing required output subaxis %s" - % self.residual_axis + "Wrapped NEML2 model is missing required output subaxis {}".format( + self.residual_axis + ) ) # And all the variables on state should match the variables in the residual for name in self.model.input_axis().subaxis(self.state_axis).variable_names(): - self.model.output_axis().subaxis(self.residual_axis).has_variable(AA(name)) + if ( + not self.model.output_axis() + .subaxis(self.residual_axis) + .has_variable(name) + ): + raise ValueError( + "State variable {} is on the input state axis but not in the output residual axis".format( + name + ) + ) # Everything in old_state should be in state (but not the other way around) for name in ( @@ -142,7 +185,7 @@ def _check_model(self): ): if not self.model.input_axis().subaxis(self.state_axis).has_variable(name): raise ValueError( - "State variable %s is in old state but not in state" % name + "State variable {} is in old state but not in state".format(name) ) # Everything in old_forces should be in forces (but not the other way around) @@ -153,7 +196,7 @@ def _check_model(self): ): if not self.model.input_axis().subaxis(self.forces_axis).has_variable(name): raise ValueError( - "Force variable %s is in old forces but not in forces" % name + "Force variable {} is in old forces but not in forces".format(name) ) @property @@ -261,7 +304,7 @@ def _extract_jacobian(self, J): device=J_new.device, ) - J_old_full.fill(J_old_reduced, common_first=True) + J_old_full.fill(J_old_reduced, odim=1) return torch.stack([J_old_full.torch(), J_new]) diff --git a/python/neml2/tensors/LabeledMatrix.cxx b/python/neml2/tensors/LabeledMatrix.cxx index a39e57804f..0d604d7bf4 100644 --- a/python/neml2/tensors/LabeledMatrix.cxx +++ b/python/neml2/tensors/LabeledMatrix.cxx @@ -34,11 +34,6 @@ void def_LabeledMatrix(py::module_ & m) { auto c = py::class_(m, "LabeledMatrix"); - c.def("fill", - &LabeledMatrix::fill, - py::arg("other"), - py::arg("common_first") = false, - py::arg("resursive") = true); def_LabeledBatchView(m, "LabeledMatrixBatchView"); def_LabeledBaseView(m, "LabeledMatrixBaseView"); diff --git a/python/neml2/tensors/LabeledTensor.h b/python/neml2/tensors/LabeledTensor.h index d16df35fd3..7b28df5580 100644 --- a/python/neml2/tensors/LabeledTensor.h +++ b/python/neml2/tensors/LabeledTensor.h @@ -203,7 +203,12 @@ def_LabeledTensor(py::class_ & c) .def_property_readonly("device", &Derived::device) .def("requires_grad_", &Derived::requires_grad_) .def_property_readonly("requires_grad", &Derived::requires_grad) - .def_property_readonly("grad", [](Derived * self) { return self->tensor().grad(); }); + .def_property_readonly("grad", [](Derived * self) { return self->tensor().grad(); }) + .def("fill", + &Derived::fill, + py::arg("other"), + py::arg("odim") = 0, + py::arg("recursive") = true); // Static methods c.def_static( diff --git a/python/neml2/tensors/LabeledVector.cxx b/python/neml2/tensors/LabeledVector.cxx index cc0ba5e785..3631845c91 100644 --- a/python/neml2/tensors/LabeledVector.cxx +++ b/python/neml2/tensors/LabeledVector.cxx @@ -34,7 +34,6 @@ void def_LabeledVector(py::module_ & m) { auto c = py::class_(m, "LabeledVector"); - c.def("fill", &LabeledVector::fill, py::arg("other"), py::arg("recursive") = true); def_LabeledBatchView(m, "LabeledVectorBatchView"); def_LabeledBaseView(m, "LabeledVectorBaseView"); diff --git a/python/tests/pyzag/test_adjoint.py b/python/tests/pyzag/test_adjoint.py index e39888a560..a046579d5d 100644 --- a/python/tests/pyzag/test_adjoint.py +++ b/python/tests/pyzag/test_adjoint.py @@ -1,3 +1,27 @@ +# Copyright 2024, UChicago Argonne, LLC +# All Rights Reserved +# Software Name: NEML2 -- the New Engineering material Model Library, version 2 +# By: Argonne National Laboratory +# OPEN SOURCE LICENSE (MIT) +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. + """Test adjoint correctness""" import unittest diff --git a/python/tests/pyzag/test_correctness.py b/python/tests/pyzag/test_correctness.py index 5fcc28324b..50950e4f50 100644 --- a/python/tests/pyzag/test_correctness.py +++ b/python/tests/pyzag/test_correctness.py @@ -1,3 +1,27 @@ +# Copyright 2024, UChicago Argonne, LLC +# All Rights Reserved +# Software Name: NEML2 -- the New Engineering material Model Library, version 2 +# By: Argonne National Laboratory +# OPEN SOURCE LICENSE (MIT) +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. + """Test we get the same answers in pyzag with parallel time as we do in NEML2 with sequential time""" import unittest diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py index 9fae127b3c..f7381db17f 100644 --- a/python/tests/pyzag/test_definitions.py +++ b/python/tests/pyzag/test_definitions.py @@ -1,3 +1,27 @@ +# Copyright 2024, UChicago Argonne, LLC +# All Rights Reserved +# Software Name: NEML2 -- the New Engineering material Model Library, version 2 +# By: Argonne National Laboratory +# OPEN SOURCE LICENSE (MIT) +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. + """Test basic setup of NEML2 models""" import unittest diff --git a/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx b/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx index 24324e38bb..41f343ee41 100644 --- a/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx +++ b/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx @@ -38,13 +38,13 @@ KocksMeckingIntercept::expected_options() options.doc() = "The critical value of the normalized activation energy given by \\f$ g_0 " "\\frac{C-B}{A} \\f$"; - options.set>("A"); + options.set_parameter>("A"); options.set("A").doc() = "The Kocks-Mecking slope"; - options.set>("B"); + options.set_parameter>("B"); options.set("B").doc() = "The Kocks-Mecking intercept"; - options.set>("C"); + options.set_parameter>("C"); options.set("C").doc() = "The Kocks-Mecking horizontal value"; return options; diff --git a/src/neml2/tensors/LabeledMatrix.cxx b/src/neml2/tensors/LabeledMatrix.cxx index 2d60d42440..1dd090f117 100644 --- a/src/neml2/tensors/LabeledMatrix.cxx +++ b/src/neml2/tensors/LabeledMatrix.cxx @@ -36,28 +36,6 @@ LabeledMatrix::identity(TensorShapeRef batch_size, return LabeledMatrix(Tensor::identity(batch_size, axis.storage_size(), options), {&axis, &axis}); } -void -LabeledMatrix::fill(const LabeledMatrix & other, bool common_first, bool recursive) -{ - Size c_ind = 1; - Size o_ind = 0; - if (common_first) - { - c_ind = 0; - o_ind = 1; - } - - neml_assert_dbg(axis(c_ind) == other.axis(c_ind), - "Can only accumulate matrices with conformal common axes"); - const auto indices = axis(o_ind).common_indices(other.axis(o_ind), recursive); - for (const auto & [idxi, idxi_other] : indices) - if (common_first) - _tensor.base_index_put_({torch::indexing::Ellipsis, idxi}, - other.tensor().base_index({torch::indexing::Ellipsis, idxi_other})); - else - _tensor.base_index_put_({idxi}, other.tensor().base_index({idxi_other})); -} - LabeledMatrix LabeledMatrix::chain(const LabeledMatrix & other) const { diff --git a/src/neml2/tensors/LabeledTensor.cxx b/src/neml2/tensors/LabeledTensor.cxx index a8d811677a..b1281a739c 100644 --- a/src/neml2/tensors/LabeledTensor.cxx +++ b/src/neml2/tensors/LabeledTensor.cxx @@ -328,6 +328,25 @@ LabeledTensor::labels_to_indices(indexing::TensorLabelsRef labels) c return indices; } +template +void +LabeledTensor::fill(const Derived & other, Size odim, bool recursive) +{ + neml_assert_dbg(odim < D, "Common axis for fill must be less than the tensor dimension"); + for (Size i = 0; i < Size(axes().size()) && i != odim; i++) + neml_assert_dbg(axis(i) == other.axis(i), + "Can only accumulate matrices with conformal common axes"); + const auto cindices = axis(odim).common_indices(other.axis(odim), recursive); + for (const auto & [idx, idx_other] : cindices) + { + indexing::TensorIndices indices(base_dim(), indexing::Slice()); + indexing::TensorIndices indices_other(base_dim(), indexing::Slice()); + indices[odim] = idx; + indices_other[odim] = idx_other; + _tensor.base_index_put_(indices, other.tensor().base_index(indices_other)); + } +} + template class LabeledTensor; template class LabeledTensor; template class LabeledTensor; diff --git a/src/neml2/tensors/LabeledVector.cxx b/src/neml2/tensors/LabeledVector.cxx index b7d163d893..45437a6092 100644 --- a/src/neml2/tensors/LabeledVector.cxx +++ b/src/neml2/tensors/LabeledVector.cxx @@ -33,14 +33,6 @@ LabeledVector::slice(const std::string & name) const return LabeledVector(_tensor.base_index({_axes[0]->indices(name)}), {&_axes[0]->subaxis(name)}); } -void -LabeledVector::fill(const LabeledVector & other, bool recursive) -{ - const auto indices = axis(0).common_indices(other.axis(0), recursive); - for (const auto & [idx, idx_other] : indices) - _tensor.base_index_put_({idx}, other.tensor().base_index({idx_other})); -} - namespace utils { bool diff --git a/tests/unit/models/solid_mechanics/KocksMeckingIntercept_nl_params.i b/tests/unit/models/solid_mechanics/KocksMeckingIntercept_nl_params.i new file mode 100644 index 0000000000..641873d15d --- /dev/null +++ b/tests/unit/models/solid_mechanics/KocksMeckingIntercept_nl_params.i @@ -0,0 +1,66 @@ +[Drivers] + [unit] + type = ModelUnitTest + model = 'model' + batch_shape = '(5)' + input_scalar_names = 'params/A_in params/B_in params/C_in' + input_scalar_values = 'A_in B_in C_in' + output_scalar_names = 'parameters/p' + output_scalar_values = 'p_correct' + check_second_derivatives = true + check_AD_first_derivatives = false + check_AD_second_derivatives = false + check_AD_derivatives = false + [] +[] + +[Models] + [A] + type = ScalarInputParameter + from = 'params/A_in' + [] + [B] + type = ScalarInputParameter + from = 'params/B_in' + [] + [C] + type = ScalarInputParameter + from = 'params/C_in' + [] + [p] + type = KocksMeckingIntercept + A = 'A' + B = 'B' + C = 'C' + [] + [model] + type = ComposedModel + models = 'p' + [] +[] + +[Tensors] + [A_in] + type = LinspaceScalar + start = -2.0 + end = -3.0 + nstep = 5 + [] + [B_in] + type = LinspaceScalar + start = -4.0 + end = -7.0 + nstep = 5 + [] + [C_in] + type = LinspaceScalar + start = -5.0 + end = -8.0 + nstep = 5 + [] + [p_correct] + type = Scalar + values = "0.5 0.44444444 0.4 0.36363636 0.33333333" + batch_shape = '(5)' + [] +[] From 6faaa3d7d9feea2678c4e45a3c258863b80fa47d Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 13 Aug 2024 18:01:34 -0500 Subject: [PATCH 12/38] Deterministic demo model seems to work --- python/examples/demo_model.i | 210 ++++++++++++++++ python/examples/deterministic.ipynb | 366 ++++++++++++++++++++++++++++ python/neml2/pyzag/interface.py | 14 +- 3 files changed, 583 insertions(+), 7 deletions(-) create mode 100644 python/examples/demo_model.i create mode 100644 python/examples/deterministic.ipynb diff --git a/python/examples/demo_model.i b/python/examples/demo_model.i new file mode 100644 index 0000000000..465a449e7b --- /dev/null +++ b/python/examples/demo_model.i @@ -0,0 +1,210 @@ +[Tensors] + [T_controls] + type = Scalar + values = '300 347.36842105 394.73684211 442.10526316 489.47368421 536.84210526 584.21052632 631.57894737 678.94736842 726.31578947 773.68421053 821.05263158 868.42105263 915.78947368 963.15789474 1010.52631579 1057.89473684 1105.26315789 1152.63157895 1200' + batch_shape = '(20)' + [] + [mu_values] + type = Scalar + values = '76670.48346056 75465.18012589 74314.80514263 73374.72880675 72651.54680595 71928.36480514 71120.75130575 70035.97830454 68951.20530333 67842.26597027 66399.97991161 65315.20691041 63884.85335476 62763.98151868 61373.80474086 59927.44073925 58481.07673765 56544.43551627 54599.93973483 52791.98473282' + batch_shape = '(20)' + [] + [T_train] + type = Scalar + values = '300.0 600.0 900.0 1200.0' + batch_shape = '(4)' + [] + [R_values] + type = Scalar + values = '300.0 200.0 100.0 50.0' + batch_shape = '(4)' + [] + [d_values] + type = Scalar + values = '10.0 5.0 2.0 1.0' + batch_shape = '(4)' + [] +[] + +[Models] + [A] + type = ScalarConstantParameter + value = -8.679 + [] + [B] + type = ScalarConstantParameter + value = -0.744 + [] + [C] + type = ScalarConstantParameter + value = -5.41 + [] + [g0] + type = KocksMeckingIntercept + A = 'A' + B = 'B' + C = 'C' + [] + [mandel_stress] + type = IsotropicMandelStress + [] + [vonmises] + type = SR2Invariant + invariant_type = 'VONMISES' + tensor = 'state/internal/M' + invariant = 'state/internal/s' + [] + [isoharden] + type = VoceIsotropicHardening + saturated_hardening = 'R' + saturation_rate = 'd' + [] + [mu] + type = ScalarLinearInterpolation + argument = 'forces/T' + abscissa = 'T_controls' + ordinate = 'mu_values' + [] + [R] + type = ScalarLinearInterpolation + argument = 'forces/T' + abscissa = 'T_train' + ordinate = 'R_values' + [] + [d] + type = ScalarLinearInterpolation + argument = 'forces/T' + abscissa = 'T_train' + ordinate = 'd_values' + [] + [ys] + type = KocksMeckingYieldStress + shear_modulus = 'mu' + C = 'C' + [] + [yield] + type = YieldFunction + yield_stress = 'ys' + isotropic_hardening = 'state/internal/k' + [] + [yield_zero] + type = YieldFunction + yield_stress = 0 + isotropic_hardening = 'state/internal/k' + yield_function = 'state/internal/fp_alt' + [] + [flow] + type = ComposedModel + models = 'vonmises yield' + automatic_nonlinear_parameter = false + [] + [normality] + type = Normality + model = 'flow' + function = 'state/internal/fp' + from = 'state/internal/M state/internal/k' + to = 'state/internal/NM state/internal/Nk' + [] + [ri_flowrate] + type = RateIndependentPlasticFlowConstraint + flow_rate = 'state/internal/gamma_rate_ri' + [] + [km_sensitivity] + type = KocksMeckingRateSensitivity + A = 'A' + shear_modulus = 'mu' + k = 1.38064e-20 + b = 2.474e-7 + [] + [km_viscosity] + type = KocksMeckingFlowViscosity + A = 'A' + B = 'B' + shear_modulus = 'mu' + k = 1.38064e-20 + b = 2.474e-7 + eps0 = 1e10 + [] + [rd_flowrate] + type = PerzynaPlasticFlowRate + reference_stress = 'km_viscosity' + exponent = 'km_sensitivity' + yield_function = 'state/internal/fp_alt' + flow_rate = 'state/internal/gamma_rate_rd' + [] + [effective_strain_rate] + type = SR2Invariant + invariant_type = 'EFFECTIVE_STRAIN' + tensor = 'state/E_rate' + invariant = 'forces/effective_strain_rate' + [] + [g] + type = KocksMeckingActivationEnergy + shear_modulus = 'mu' + k = 1.38064e-20 + b = 2.474e-7 + eps0 = 1e10 + [] + [flowrate] + type = KocksMeckingFlowSwitch + g0 = 'g0' + rate_independent_flow_rate = 'state/internal/gamma_rate_ri' + rate_dependent_flow_rate = 'state/internal/gamma_rate_rd' + sharpness = 100.0 + [] + [Eprate] + type = AssociativePlasticFlow + [] + [eprate] + type = AssociativeIsotropicPlasticHardening + [] + [Erate] + type = SR2VariableRate + variable = 'state/E' + rate = 'state/E_rate' + [] + [Eerate] + type = SR2LinearCombination + from_var = 'state/E_rate state/internal/Ep_rate' + to_var = 'state/internal/Ee_rate' + coefficients = '1 -1' + [] + [elasticity] + type = LinearIsotropicElasticity + youngs_modulus = 1e5 + poisson_ratio = 0.3 + rate_form = true + [] + [integrate_stress] + type = SR2BackwardEulerTimeIntegration + variable = 'state/S' + [] + [integrate_ep] + type = ScalarBackwardEulerTimeIntegration + variable = 'state/internal/ep' + [] + [mixed] + type = MixedControlSetup + [] + [mixed_old] + type = MixedControlSetup + control = "old_forces/control" + mixed_state = "old_state/mixed_state" + fixed_values = "old_forces/fixed_values" + cauchy_stress = "old_state/S" + strain = "old_state/E" + [] + [rename] + type = CopySR2 + from = "residual/S" + to = "residual/mixed_state" + [] + [implicit_rate] + type = ComposedModel + models = "isoharden elasticity g + mandel_stress vonmises + yield yield_zero normality eprate Eprate Erate Eerate + ri_flowrate rd_flowrate flowrate integrate_ep integrate_stress effective_strain_rate + mixed mixed_old rename" + [] +[] diff --git a/python/examples/deterministic.ipynb b/python/examples/deterministic.ipynb new file mode 100644 index 0000000000..81e733e8e8 --- /dev/null +++ b/python/examples/deterministic.ipynb @@ -0,0 +1,366 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import torch.distributions as dist\n", + "import neml2\n", + "from neml2.pyzag import interface\n", + "from pyzag import nonlinear, reparametrization, chunktime\n", + "import matplotlib.pyplot as plt\n", + "import tqdm" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "torch.set_default_dtype(torch.double)\n", + "if torch.cuda.is_available():\n", + " dev = \"cuda:0\"\n", + "else:\n", + " dev = \"cpu\"\n", + "device = torch.device(dev)\n", + "\n", + "nchunk = 50" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "nrate = 5\n", + "ntemperature = 5\n", + "nbatch = nrate * ntemperature\n", + "max_strain = 0.25\n", + "ntime = 100\n", + "rates = torch.logspace(-6,0,nrate, device = device)\n", + "temperatures = torch.linspace(310.0,1190.0,ntemperature, device = device)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "class SolveStrain(torch.nn.Module):\n", + " \"\"\"Just integrate the model through some strain history\n", + " \"\"\"\n", + " def __init__(self, discrete_equations, nchunk = 1, rtol = 1.0e-6, atol = 1.0e-4):\n", + " super().__init__()\n", + " self.discrete_equations = discrete_equations\n", + " self.nchunk = nchunk\n", + " self.cached_solution = None\n", + " self.rtol = rtol\n", + " self.atol = atol\n", + "\n", + " def forward(self, time, temperature, loading, cache = False):\n", + " \"\"\"Integrate through some time/temperature/strain history and return stress\n", + " \"\"\"\n", + " if cache and self.cached_solution is not None:\n", + " solver = nonlinear.RecursiveNonlinearEquationSolver(\n", + " self.discrete_equations,\n", + " step_generator=nonlinear.StepGenerator(self.nchunk),\n", + " predictor=nonlinear.FullTrajectoryPredictor(self.cached_solution), nonlinear_solver = chunktime.ChunkNewtonRaphson(rtol = self.rtol, atol = self.atol)\n", + " )\n", + " else:\n", + " solver = nonlinear.RecursiveNonlinearEquationSolver(\n", + " self.discrete_equations, step_generator=nonlinear.StepGenerator(self.nchunk),\n", + " predictor=nonlinear.PreviousStepsPredictor(), nonlinear_solver = chunktime.ChunkNewtonRaphson(rtol = self.rtol, atol = self.atol)\n", + " )\n", + "\n", + " # We could pass this in as input, but it's easy enough to do here\n", + " control = torch.zeros_like(loading)\n", + " control[...,1:] = 1.0\n", + "\n", + " # Setup\n", + " forces = self.discrete_equations.collect_forces({'t': time, 'T': temperature, 'fixed_values': loading, 'control': control})\n", + " state0 = torch.zeros(forces.shape[1:-1] + (self.discrete_equations.nstate,), device = forces.device)\n", + "\n", + " result = nonlinear.solve_adjoint(\n", + " solver, state0, len(forces), forces\n", + " )\n", + "\n", + " if cache:\n", + " self.cached_solution = result.detach().clone()\n", + "\n", + " return result[...,0]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "model = SolveStrain(interface.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "time = torch.zeros((ntime, nrate, ntemperature, 1), device = device)\n", + "loading = torch.zeros((ntime, nrate, ntemperature, 6), device = device)\n", + "temperature = torch.zeros((ntime, nrate, ntemperature, 1), device = device)\n", + "for i, rate in enumerate(rates):\n", + " time[:, i] = torch.linspace(0, max_strain / rate, ntime, device = device)[:, None, None]\n", + " loading[:, i] = torch.linspace(0, max_strain, ntime, device = device)[:, None, None]\n", + "for i, T in enumerate(temperatures):\n", + " temperature[:, :, i] = T\n", + "time = time.reshape((ntime, -1, 1))\n", + "temperature = temperature.reshape((ntime, -1, 1))\n", + "loading = loading.reshape((ntime, -1, 6))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Replace with samples from normal\n", + "actual_cov = 0.05\n", + "actual_parameter_values = {}\n", + "for n,p in model.named_parameters():\n", + " actual_parameter_values[n] = p.data.detach().clone().cpu()\n", + " ndist = dist.Normal(p.data, torch.abs(p.data) * actual_cov).expand((nbatch,)+p.shape)\n", + " p.data = ndist.sample().to(device)\n", + "model.discrete_equations._update_parameter_values()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "with torch.no_grad():\n", + " data = model(time, temperature, loading)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Input data -- all conditions')" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(loading.cpu()[...,0], data.cpu())\n", + "plt.xlabel(\"Strain (mm/mm)\")\n", + "plt.ylabel(\"Stress (MPa)\")\n", + "plt.title(\"Input data -- all conditions\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Now replace our original parameter with random values over a range\n", + "guess_cov = 0.1\n", + "for n, p in model.named_parameters():\n", + " p.data = torch.normal(actual_parameter_values[n], torch.abs(actual_parameter_values[n])*guess_cov).to(device)\n", + "model.discrete_equations._update_parameter_values()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Scale to get better performance\n", + "A_scaler = reparametrization.RangeRescale(torch.tensor(-12.0, device = device), torch.tensor(-4.0, device = device))\n", + "B_scaler = reparametrization.RangeRescale(\n", + " torch.tensor(-1.0, device = device), torch.tensor(-0.5, device = device)\n", + ")\n", + "C_scaler = reparametrization.RangeRescale(torch.tensor(-8.0, device = device), torch.tensor(-3.0, device = device))\n", + "R_scaler = reparametrization.RangeRescale(\n", + " torch.tensor([0.0,0.0,0.0,0.0], device=device), torch.tensor([500.0,500.0,500.0,500.0], device=device)\n", + ")\n", + "d_scaler = reparametrization.RangeRescale(\n", + " torch.tensor([0.01, 0.01, 0.01, 0.01], device=device),\n", + " torch.tensor([50.0, 50.0, 50.0, 50.0], device=device),\n", + ")\n", + "\n", + "model_reparameterizer = reparametrization.Reparameterizer(\n", + " {\"discrete_equations.A_value\": A_scaler,\n", + " \"discrete_equations.B_value\": B_scaler,\n", + " \"discrete_equations.C_value\": C_scaler,\n", + " \"discrete_equations.R_Y\": R_scaler,\n", + " \"discrete_equations.d_Y\": d_scaler}, error_not_provided=True)\n", + "model_reparameterizer(model)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Generate the initial results so we know where we are starting from\n", + "with torch.no_grad():\n", + " initial_results = model(time, temperature, loading)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Initial comparison')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(loading.cpu()[..., 0], data.cpu(), 'k-')\n", + "plt.plot(loading.cpu()[..., 0], initial_results.cpu(), 'k--')\n", + "plt.xlabel(\"Strain (mm/mm)\")\n", + "plt.ylabel(\"Stress (MPa)\")\n", + "plt.title(\"Initial comparison\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loss: 1.09e+04: 0%| | 1/500 [00:11<1:35:23, 11.47s/it]" + ] + } + ], + "source": [ + "niter = 500\n", + "lr = 5.0e-3\n", + "optimizer = torch.optim.Adam(model.parameters(), lr=lr)\n", + "loss_fn = torch.nn.MSELoss()\n", + "\n", + "titer = tqdm.tqdm(range(niter))\n", + "titer.set_description(\"Loss:\")\n", + "loss_history = []\n", + "for i in titer:\n", + " optimizer.zero_grad()\n", + " res = model(time, temperature, loading, cache = True)\n", + " loss = loss_fn(res, data)\n", + " loss.backward()\n", + " loss_history.append(loss.detach().clone().cpu())\n", + " titer.set_description(\"Loss: %3.2e\" % loss_history[-1])\n", + " optimizer.step()\n", + "\n", + "plt.plot(loss_history, label=\"Training\")\n", + "plt.xlabel(\"Iteration\")\n", + "plt.ylabel(\"MSE\")\n", + "plt.legend(loc=\"best\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Final comparison')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(loading.cpu()[..., 0], data.cpu(), \"k-\")\n", + "plt.plot(loading.cpu()[..., 0], res.detach().cpu(), \"k--\")\n", + "plt.xlabel(\"Strain (mm/mm)\")\n", + "plt.ylabel(\"Stress (MPa)\")\n", + "plt.title(\"Final comparison\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "neml2", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index 51b08337f1..3b15762cd3 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -123,13 +123,11 @@ def _update_parameter_values(self): """Copy over new parameter values""" self.model.set_parameters( { - self.parameter_name_map[n]: Tensor( - p, - self.model.get_parameter(self.parameter_name_map[n]) - .tensor() - .batch.dim(), + neml_name: Tensor( + getattr(self, orig_name), + self.model.get_parameter(neml_name).tensor().batch.dim(), ) - for n, p in self.named_parameters() + for orig_name, neml_name in self.parameter_name_map.items() } ) @@ -274,7 +272,9 @@ def _assemble_input(self, state, forces): forces[: -self.lookback], ) - self.model.reinit(input.batch.shape, 1) + self.model.reinit( + batch_shape=input.batch.shape, deriv_order=1, device=forces.device + ) return input From 8586e39d0a315a4589d2bc202d602740b65a2d82 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 13 Aug 2024 21:08:42 -0500 Subject: [PATCH 13/38] Tensor valued parameter update doesn't take --- python/tests/pyzag/test_definitions.py | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py index f7381db17f..bd58ed9266 100644 --- a/python/tests/pyzag/test_definitions.py +++ b/python/tests/pyzag/test_definitions.py @@ -92,3 +92,26 @@ def test_nstate(self): def test_nforce(self): self.assertEqual(self.pmodel.nforce, 7) + + +class SetVectorParameter(unittest.TestCase): + + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "complex_model.i"), "implicit_rate" + ) + self.pmodel = interface.NEML2PyzagModel(self.nmodel) + + def test_set(self): + self.assertTrue( + torch.allclose( + self.pmodel.mu_Y, self.nmodel.named_parameters()["mu.Y"].torch() + ) + ) + self.pmodel.mu_Y = torch.nn.Parameter(torch.ones_like(self.pmodel.mu_Y)) + self.assertTrue(torch.allclose(self.pmodel.mu_Y, torch.tensor(1.0))) + self.assertTrue( + torch.allclose( + self.nmodel.named_parameters()["mu.Y"].torch(), torch.tensor(1.0) + ) + ) From e3dccc5cec209d4ec580c5a7c3897f8da13a13d0 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 13 Aug 2024 21:15:15 -0500 Subject: [PATCH 14/38] Nevermind --- python/tests/pyzag/complex_model.i | 6 +++++- python/tests/pyzag/test_definitions.py | 23 +++++++++++++++++++++-- 2 files changed, 26 insertions(+), 3 deletions(-) diff --git a/python/tests/pyzag/complex_model.i b/python/tests/pyzag/complex_model.i index bffa0f5082..10497ccadf 100644 --- a/python/tests/pyzag/complex_model.i +++ b/python/tests/pyzag/complex_model.i @@ -93,6 +93,10 @@ values = '76670.48346056 75465.18012589 74314.80514263 73374.72880675 72651.54680595 71928.36480514 71120.75130575 70035.97830454 68951.20530333 67842.26597027 66399.97991161 65315.20691041 63884.85335476 62763.98151868 61373.80474086 59927.44073925 58481.07673765 56544.43551627 54599.93973483 52791.98473282' batch_shape = '(20)' [] + [E_test] + type = Scalar + values = '1.0e5' + [] [] [Drivers] @@ -246,7 +250,7 @@ [] [elasticity] type = LinearIsotropicElasticity - youngs_modulus = 1e5 + youngs_modulus = 'E_test' poisson_ratio = 0.3 rate_form = true [] diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py index bd58ed9266..a8dc4c048f 100644 --- a/python/tests/pyzag/test_definitions.py +++ b/python/tests/pyzag/test_definitions.py @@ -94,7 +94,7 @@ def test_nforce(self): self.assertEqual(self.pmodel.nforce, 7) -class SetVectorParameter(unittest.TestCase): +class TestSetVectorParameter(unittest.TestCase): def setUp(self): self.nmodel = neml2.load_model( @@ -102,16 +102,35 @@ def setUp(self): ) self.pmodel = interface.NEML2PyzagModel(self.nmodel) - def test_set(self): + def test_set_vector(self): self.assertTrue( torch.allclose( self.pmodel.mu_Y, self.nmodel.named_parameters()["mu.Y"].torch() ) ) self.pmodel.mu_Y = torch.nn.Parameter(torch.ones_like(self.pmodel.mu_Y)) + self.pmodel._update_parameter_values() self.assertTrue(torch.allclose(self.pmodel.mu_Y, torch.tensor(1.0))) self.assertTrue( torch.allclose( self.nmodel.named_parameters()["mu.Y"].torch(), torch.tensor(1.0) ) ) + + def test_set_scalar(self): + self.assertTrue(torch.allclose(self.pmodel.elasticity_E, torch.tensor(1e5))) + self.assertTrue( + torch.allclose( + self.pmodel.model.named_parameters()["elasticity.E"].torch(), + self.pmodel.elasticity_E, + ) + ) + self.pmodel.elasticity_E.data = torch.tensor(1.2e5) + self.pmodel._update_parameter_values() + self.assertTrue(torch.allclose(self.pmodel.elasticity_E, torch.tensor(1.2e5))) + self.assertTrue( + torch.allclose( + self.pmodel.model.named_parameters()["elasticity.E"].torch(), + self.pmodel.elasticity_E, + ) + ) From 2a7d3dd00447270763007402348ee0f42f2e75ea Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 13 Aug 2024 21:49:06 -0500 Subject: [PATCH 15/38] Start at a test --- python/tests/test_ParameterStoreVector.i | 21 +++ python/tests/test_ParameterStoreVector.py | 149 ++++++++++++++++++++++ 2 files changed, 170 insertions(+) create mode 100644 python/tests/test_ParameterStoreVector.i create mode 100644 python/tests/test_ParameterStoreVector.py diff --git a/python/tests/test_ParameterStoreVector.i b/python/tests/test_ParameterStoreVector.i new file mode 100644 index 0000000000..4bbf8a86c7 --- /dev/null +++ b/python/tests/test_ParameterStoreVector.i @@ -0,0 +1,21 @@ +[Tensors] + [X_values] + type = Scalar + values = '0.0 1.0 2.0 3.0' + batch_shape = '(4)' + [] + [Y_values] + type = Scalar + values = '2.0 -1.0 5.0 10.0' + batch_shape = '(4)' + [] +[] + +[Models] + [model] + type = ScalarLinearInterpolation + argument = 'forces/inp' + abscissa = 'X_values' + ordinate = 'Y_values' + [] +[] diff --git a/python/tests/test_ParameterStoreVector.py b/python/tests/test_ParameterStoreVector.py new file mode 100644 index 0000000000..3b0eaf1080 --- /dev/null +++ b/python/tests/test_ParameterStoreVector.py @@ -0,0 +1,149 @@ +# Copyright 2024, UChicago Argonne, LLC +# All Rights Reserved +# Software Name: NEML2 -- the New Engineering material Model Library, version 2 +# By: Argonne National Laboratory +# OPEN SOURCE LICENSE (MIT) +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. + +import pytest +from pathlib import Path +import torch +import neml2 + + +def test_named_parameters(): + pwd = Path(__file__).parent + model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") + + # Setup variable views with batch shape (5,2) + model.reinit([5, 2]) + + # This model has two parameters + X = model.named_parameters()["X"] + Y = model.named_parameters()["Y"] + + # Parameters should have the correct value + assert torch.allclose( + X.torch(), torch.tensor([0.0, 1.0, 2.0, 3.0], dtype=torch.float64) + ) + assert torch.allclose( + Y.torch(), torch.tensor([2.0, -1.0, 5.0, 10.0], dtype=torch.float64) + ) + + +def test_get_parameter(): + pwd = Path(__file__).parent + model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") + + # Setup variable views with batch shape (5,2) + model.reinit([5, 2]) + + # This model has two parameters + X = model.get_parameter("X") + Y = model.get_parameter("Y") + + # Parameters should have the correct value + assert torch.allclose( + X.torch(), torch.tensor([0.0, 1.0, 2.0, 3.0], dtype=torch.float64) + ) + assert torch.allclose( + Y.torch(), torch.tensor([2.0, -1.0, 5.0, 10.0], dtype=torch.float64) + ) + + +def test_set_parameter(): + pwd = Path(__file__).parent + model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") + + # Setup variable views with batch shape (5,2) + model.reinit([5, 2]) + + # This model has two parameters + X = model.get_parameter("X") + Y = model.get_parameter("Y") + + # This model has two parameters + model.set_parameter("X", neml2.Scalar.full(200.0)) + model.set_parameter("Y", neml2.Scalar.full(0.2)) + + # Parameters should have the correct value + assert torch.allclose(X.torch(), torch.tensor(200.0, dtype=torch.float64)) + assert torch.allclose(Y.torch(), torch.tensor(0.2, dtype=torch.float64)) + + +def test_set_parameters(): + pwd = Path(__file__).parent + model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") + + # Setup variable views with batch shape (5,2) + model.reinit([5, 2]) + + # This model has two parameters + X = model.get_parameter("X") + Y = model.get_parameter("Y") + + # This model has two parameters + model.set_parameters( + { + "X": neml2.Scalar.full(200.0), + "Y": neml2.Scalar.full(0.2), + } + ) + + # Parameters should have the correct value + assert torch.allclose(X.torch(), torch.tensor(200.0, dtype=torch.float64)) + assert torch.allclose(Y.torch(), torch.tensor(0.2, dtype=torch.float64)) + + +def test_parameter_derivative(): + pwd = Path(__file__).parent + model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") + + inp = neml2.Scalar(torch.ones((5, 2)) * 1.2) + + # The input vector only contains input + x = neml2.LabeledVector(neml2.Tensor(inp), [model.input_axis()]) + + # Setup variable views + model.reinit(x.batch.shape) + + # This model has two parameters + X = model.named_parameters()["X"] + Y = model.named_parameters()["Y"] + + # Model parameters do not require grad by default + assert not X.requires_grad + assert not Y.requires_grad + + # Set parameters to requires_grad=True + X.requires_grad_(True) + Y.requires_grad_(True) + assert X.requires_grad + assert Y.requires_grad + + # Forward + y = model.value(x) + assert y.torch().requires_grad + + # dy/dp * x + y.torch().backward(gradient=x.torch()) + + assert X.grad is not None + assert Y.grad is not None From 1f0c0a182cee0ad750c71b03fc15760946f26251 Mon Sep 17 00:00:00 2001 From: Gary Hu Date: Wed, 14 Aug 2024 07:05:16 -0400 Subject: [PATCH 16/38] A regularized version of linear interpolation also does not work --- .../neml2/models/SmoothLinearInterpolation.h | 67 +++++++++++ .../models/SmoothLinearInterpolation.cxx | 109 ++++++++++++++++++ 2 files changed, 176 insertions(+) create mode 100644 include/neml2/models/SmoothLinearInterpolation.h create mode 100644 src/neml2/models/SmoothLinearInterpolation.cxx diff --git a/include/neml2/models/SmoothLinearInterpolation.h b/include/neml2/models/SmoothLinearInterpolation.h new file mode 100644 index 0000000000..f84326a1a1 --- /dev/null +++ b/include/neml2/models/SmoothLinearInterpolation.h @@ -0,0 +1,67 @@ +// Copyright 2024, UChicago Argonne, LLC +// All Rights Reserved +// Software Name: NEML2 -- the New Engineering material Model Library, version 2 +// By: Argonne National Laboratory +// OPEN SOURCE LICENSE (MIT) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +// THE SOFTWARE. + +#pragma once + +#include "neml2/models/Interpolation.h" + +namespace neml2 +{ +/** + * @brief Regularized version of neml2::LinearInterpolation rendered fully differentiable + */ +template +class SmoothLinearInterpolation : public Interpolation +{ +public: + static OptionSet expected_options(); + + SmoothLinearInterpolation(const OptionSet & options); + +protected: + void set_value(bool out, bool dout_din, bool d2out_din2) override; + +private: + /// @returns the smooth interpolation factor given the interval offset between 0 and 1 + Scalar smooth_interp_factor(const Scalar & x) const; + + /// @returns the first derivative of the smooth interpolation function + Scalar d_smooth_interp_factor(const Scalar & x) const; + + /// Sharpness of the smooth interpolation + const Real _k; + /// Starting abscissa of each interval + const Scalar & _X0; + /// Ending abscissa of each interval + const Scalar & _X1; + /// Starting ordinate of each interval + const T & _Y0; + /// Ending ordinate of each interval + const T & _Y1; +}; + +typedef SmoothLinearInterpolation ScalarSmoothLinearInterpolation; +typedef SmoothLinearInterpolation VecSmoothLinearInterpolation; +typedef SmoothLinearInterpolation SR2SmoothLinearInterpolation; +} // namespace neml2 diff --git a/src/neml2/models/SmoothLinearInterpolation.cxx b/src/neml2/models/SmoothLinearInterpolation.cxx new file mode 100644 index 0000000000..0f5ee1dab7 --- /dev/null +++ b/src/neml2/models/SmoothLinearInterpolation.cxx @@ -0,0 +1,109 @@ +// Copyright 2024, UChicago Argonne, LLC +// All Rights Reserved +// Software Name: NEML2 -- the New Engineering material Model Library, version 2 +// By: Argonne National Laboratory +// OPEN SOURCE LICENSE (MIT) +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to deal +// in the Software without restriction, including without limitation the rights +// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +// copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +// THE SOFTWARE. + +#include "neml2/models/SmoothLinearInterpolation.h" +#include "neml2/misc/math.h" + +namespace neml2 +{ +register_NEML2_object(ScalarSmoothLinearInterpolation); +register_NEML2_object(VecSmoothLinearInterpolation); +register_NEML2_object(SR2SmoothLinearInterpolation); + +template +OptionSet +SmoothLinearInterpolation::expected_options() +{ + OptionSet options = Interpolation::expected_options(); + options.doc() += " This object performs a _linear interpolation_."; + options.set("sharpness") = 50; + options.set("sharpness").doc() = "Sharpness of the smooth interpolation. The result aympototes " + "to the discrete interpolation as sharpness gets larger."; + return options; +} + +template +SmoothLinearInterpolation::SmoothLinearInterpolation(const OptionSet & options) + : Interpolation(options), + _k(options.get("sharpness")), + _X0(this->template declare_buffer( + "X0", this->_X.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}))), + _X1(this->template declare_buffer( + "X1", this->_X.batch_index({indexing::Ellipsis, indexing::Slice(1, indexing::None)}))), + _Y0(this->template declare_buffer( + "Y0", this->_Y.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}))), + _Y1(this->template declare_buffer( + "Y1", this->_Y.batch_index({indexing::Ellipsis, indexing::Slice(1, indexing::None)}))) +{ +} + +template +Scalar +SmoothLinearInterpolation::smooth_interp_factor(const Scalar & x) const +{ + const auto s = Scalar(torch::sigmoid(_k * x)); + const auto s1 = Scalar(torch::sigmoid(_k * (x - 1))); + return (1 - x) * (s - s1); +} + +template +Scalar +SmoothLinearInterpolation::d_smooth_interp_factor(const Scalar & x) const +{ + const auto s = Scalar(torch::sigmoid(_k * x)); + const auto s1 = Scalar(torch::sigmoid(_k * (x - 1))); + return -(s - s1) + _k * (1 - x) * (s * (1 - s) - s1 * (1 - s1)); +} + +template +void +SmoothLinearInterpolation::set_value(bool out, bool dout_din, bool d2out_din2) +{ + neml_assert_dbg(!d2out_din2, "This model does not define the second derivatives."); + + const auto x = Scalar(this->_x).batch_unsqueeze(-1); + const auto dX = _X1 - _X0; + const auto a = (x - _X0) / dX; + const auto b = (_X1 - x) / dX; + + if (out) + { + const auto ia = smooth_interp_factor(a); + const auto ib = smooth_interp_factor(b); + this->_p = math::batch_sum(ia * _Y0 + ib * _Y1, -1); + } + + if (dout_din) + if (this->_x.is_dependent()) + { + const auto dia = d_smooth_interp_factor(a); + const auto dib = d_smooth_interp_factor(b); + this->_p.d(this->_x) = math::batch_sum(dia * _Y0 + dib * _Y1, -1); + } +} + +template class SmoothLinearInterpolation; +template class SmoothLinearInterpolation; +template class SmoothLinearInterpolation; +} // namespace neml2 From c0749b0c3e1be5931eef90c98e693a4aff44bc5e Mon Sep 17 00:00:00 2001 From: "Gary (Tianchen) Hu" Date: Wed, 14 Aug 2024 07:40:50 -0400 Subject: [PATCH 17/38] See what happens in the unit test ScalarLinearInterpolation1.i --- tests/unit/models/ScalarLinearInterpolation1.i | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/unit/models/ScalarLinearInterpolation1.i b/tests/unit/models/ScalarLinearInterpolation1.i index 47fda37497..0fe91476bd 100644 --- a/tests/unit/models/ScalarLinearInterpolation1.i +++ b/tests/unit/models/ScalarLinearInterpolation1.i @@ -8,7 +8,7 @@ output_scalar_names = 'parameters/E' output_scalar_values = '188911.6020499754' check_second_derivatives = true - check_AD_parameter_derivatives = false + check_AD_parameter_derivatives = true [] [] From 000b62bde36c6cc8aed6044e75cdfd8a37e3c1c1 Mon Sep 17 00:00:00 2001 From: "Gary (Tianchen) Hu" Date: Wed, 14 Aug 2024 07:53:15 -0400 Subject: [PATCH 18/38] nvmd --- tests/unit/models/ScalarLinearInterpolation1.i | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/unit/models/ScalarLinearInterpolation1.i b/tests/unit/models/ScalarLinearInterpolation1.i index 0fe91476bd..47fda37497 100644 --- a/tests/unit/models/ScalarLinearInterpolation1.i +++ b/tests/unit/models/ScalarLinearInterpolation1.i @@ -8,7 +8,7 @@ output_scalar_names = 'parameters/E' output_scalar_values = '188911.6020499754' check_second_derivatives = true - check_AD_parameter_derivatives = true + check_AD_parameter_derivatives = false [] [] From 9d162b5a3df820bcb4bef46e6616d08e25cfcc38 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 14 Aug 2024 07:29:14 -0500 Subject: [PATCH 19/38] Fixed test so that it runs --- python/tests/test_ParameterStoreVector.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/python/tests/test_ParameterStoreVector.py b/python/tests/test_ParameterStoreVector.py index 3b0eaf1080..a3f0b4e36d 100644 --- a/python/tests/test_ParameterStoreVector.py +++ b/python/tests/test_ParameterStoreVector.py @@ -116,10 +116,12 @@ def test_parameter_derivative(): pwd = Path(__file__).parent model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") - inp = neml2.Scalar(torch.ones((5, 2)) * 1.2) + inp = torch.tensor( + [[0.2, 2.5, 0.3, 1.2, 0.5], [0.1, 2.5, 1.2, 1.3, 1.5]] + ).unsqueeze(-1) # The input vector only contains input - x = neml2.LabeledVector(neml2.Tensor(inp), [model.input_axis()]) + x = neml2.LabeledVector(neml2.Tensor(inp, 2), [model.input_axis()]) # Setup variable views model.reinit(x.batch.shape) From d215a2a350323a9d8478801234ad74498ba93bc7 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 14 Aug 2024 09:27:00 -0500 Subject: [PATCH 20/38] Gary is right, other vector parameters work --- python/tests/test_ParameterStoreVector.i | 7 + python/tests/test_ParameterStoreVector.py | 280 ++++++++++++---------- 2 files changed, 165 insertions(+), 122 deletions(-) diff --git a/python/tests/test_ParameterStoreVector.i b/python/tests/test_ParameterStoreVector.i index 4bbf8a86c7..9b3a078e46 100644 --- a/python/tests/test_ParameterStoreVector.i +++ b/python/tests/test_ParameterStoreVector.i @@ -18,4 +18,11 @@ abscissa = 'X_values' ordinate = 'Y_values' [] + [model2] + type = ScalarLinearCombination + from_var = 'forces/x1 forces/x2 forces/x3 forces/x4' + to_var = 'forces/y' + coefficients = '0.1 0.2 0.3 0.4' + coefficients_as_parameters = true + [] [] diff --git a/python/tests/test_ParameterStoreVector.py b/python/tests/test_ParameterStoreVector.py index a3f0b4e36d..355806f926 100644 --- a/python/tests/test_ParameterStoreVector.py +++ b/python/tests/test_ParameterStoreVector.py @@ -22,130 +22,166 @@ # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. -import pytest +import unittest from pathlib import Path import torch import neml2 -def test_named_parameters(): - pwd = Path(__file__).parent - model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") - - # Setup variable views with batch shape (5,2) - model.reinit([5, 2]) - - # This model has two parameters - X = model.named_parameters()["X"] - Y = model.named_parameters()["Y"] - - # Parameters should have the correct value - assert torch.allclose( - X.torch(), torch.tensor([0.0, 1.0, 2.0, 3.0], dtype=torch.float64) - ) - assert torch.allclose( - Y.torch(), torch.tensor([2.0, -1.0, 5.0, 10.0], dtype=torch.float64) - ) - - -def test_get_parameter(): - pwd = Path(__file__).parent - model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") - - # Setup variable views with batch shape (5,2) - model.reinit([5, 2]) - - # This model has two parameters - X = model.get_parameter("X") - Y = model.get_parameter("Y") - - # Parameters should have the correct value - assert torch.allclose( - X.torch(), torch.tensor([0.0, 1.0, 2.0, 3.0], dtype=torch.float64) - ) - assert torch.allclose( - Y.torch(), torch.tensor([2.0, -1.0, 5.0, 10.0], dtype=torch.float64) - ) - - -def test_set_parameter(): - pwd = Path(__file__).parent - model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") - - # Setup variable views with batch shape (5,2) - model.reinit([5, 2]) - - # This model has two parameters - X = model.get_parameter("X") - Y = model.get_parameter("Y") - - # This model has two parameters - model.set_parameter("X", neml2.Scalar.full(200.0)) - model.set_parameter("Y", neml2.Scalar.full(0.2)) - - # Parameters should have the correct value - assert torch.allclose(X.torch(), torch.tensor(200.0, dtype=torch.float64)) - assert torch.allclose(Y.torch(), torch.tensor(0.2, dtype=torch.float64)) - - -def test_set_parameters(): - pwd = Path(__file__).parent - model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") - - # Setup variable views with batch shape (5,2) - model.reinit([5, 2]) - - # This model has two parameters - X = model.get_parameter("X") - Y = model.get_parameter("Y") - - # This model has two parameters - model.set_parameters( - { - "X": neml2.Scalar.full(200.0), - "Y": neml2.Scalar.full(0.2), - } - ) - - # Parameters should have the correct value - assert torch.allclose(X.torch(), torch.tensor(200.0, dtype=torch.float64)) - assert torch.allclose(Y.torch(), torch.tensor(0.2, dtype=torch.float64)) - - -def test_parameter_derivative(): - pwd = Path(__file__).parent - model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") - - inp = torch.tensor( - [[0.2, 2.5, 0.3, 1.2, 0.5], [0.1, 2.5, 1.2, 1.3, 1.5]] - ).unsqueeze(-1) - - # The input vector only contains input - x = neml2.LabeledVector(neml2.Tensor(inp, 2), [model.input_axis()]) - - # Setup variable views - model.reinit(x.batch.shape) - - # This model has two parameters - X = model.named_parameters()["X"] - Y = model.named_parameters()["Y"] - - # Model parameters do not require grad by default - assert not X.requires_grad - assert not Y.requires_grad - - # Set parameters to requires_grad=True - X.requires_grad_(True) - Y.requires_grad_(True) - assert X.requires_grad - assert Y.requires_grad - - # Forward - y = model.value(x) - assert y.torch().requires_grad - - # dy/dp * x - y.torch().backward(gradient=x.torch()) - - assert X.grad is not None - assert Y.grad is not None +class TestLinearCombination(unittest.TestCase): + def setUp(self): + pwd = Path(__file__).parent + self.model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model2") + + def test_parameter_derivative(self): + # Batch shape 5 (shape 5,4) + inp = torch.tensor( + [ + [0.2, 2.5, 0.3, 0.1], + [-0.5, 0.4, 0.2, -1.4], + [2.5, 1.8, 0.6, 3.2], + [-10.0, 11.0, 12.0, 6.8], + [1.0, 2.0, 3.0, 7.2], + ] + ) + + # The input vector only contains input + x = neml2.LabeledVector(neml2.Tensor(inp, 1), [self.model.input_axis()]) + + # Setup variable views + self.model.reinit(x.batch.shape) + + coefs = self.model.get_parameter("c") + coefs.requires_grad_(True) + + # Forward + y = self.model.value(x) + v = torch.norm(y.torch()) + v.backward() + + self.assertIsNotNone(coefs.grad) + + +class TestLinearInterpolation(unittest.TestCase): + def setUp(self): + pwd = Path(__file__).parent + self.model = neml2.reload_model(pwd / "test_ParameterStoreVector.i", "model") + + def test_named_parameters(self): + # Setup variable views with batch shape (5,2) + self.model.reinit([5, 2]) + + # This model has two parameters + X = self.model.named_parameters()["X"] + Y = self.model.named_parameters()["Y"] + + # Parameters should have the correct value + self.assertTrue( + torch.allclose( + X.torch(), torch.tensor([0.0, 1.0, 2.0, 3.0], dtype=torch.float64) + ) + ) + self.assertTrue( + torch.allclose( + Y.torch(), torch.tensor([2.0, -1.0, 5.0, 10.0], dtype=torch.float64) + ) + ) + + def test_get_parameter(self): + # Setup variable views with batch shape (5,2) + self.model.reinit([5, 2]) + + # This model has two parameters + X = self.model.get_parameter("X") + Y = self.model.get_parameter("Y") + + # Parameters should have the correct value + self.assertTrue( + torch.allclose( + X.torch(), torch.tensor([0.0, 1.0, 2.0, 3.0], dtype=torch.float64) + ) + ) + self.assertTrue( + torch.allclose( + Y.torch(), torch.tensor([2.0, -1.0, 5.0, 10.0], dtype=torch.float64) + ) + ) + + def test_set_parameter(self): + # Setup variable views with batch shape (5,2) + self.model.reinit([5, 2]) + + # This model has two parameters + X = self.model.get_parameter("X") + Y = self.model.get_parameter("Y") + + # This model has two parameters + self.model.set_parameter("X", neml2.Scalar.full(200.0)) + self.model.set_parameter("Y", neml2.Scalar.full(0.2)) + + # Parameters should have the correct value + self.assertTrue( + torch.allclose(X.torch(), torch.tensor(200.0, dtype=torch.float64)) + ) + self.assertTrue( + torch.allclose(Y.torch(), torch.tensor(0.2, dtype=torch.float64)) + ) + + def test_set_parameters(self): + # Setup variable views with batch shape (5,2) + self.model.reinit([5, 2]) + + # This model has two parameters + X = self.model.get_parameter("X") + Y = self.model.get_parameter("Y") + + # This model has two parameters + self.model.set_parameters( + { + "X": neml2.Scalar.full(200.0), + "Y": neml2.Scalar.full(0.2), + } + ) + + # Parameters should have the correct value + self.assertTrue( + torch.allclose(X.torch(), torch.tensor(200.0, dtype=torch.float64)) + ) + self.assertTrue( + torch.allclose(Y.torch(), torch.tensor(0.2, dtype=torch.float64)) + ) + + def test_parameter_derivative(self): + inp = torch.tensor( + [[0.2, 2.5, 0.3, 1.2, 0.5], [0.1, 2.5, 1.2, 1.3, 1.5]] + ).unsqueeze(-1) + + # The input vector only contains input + x = neml2.LabeledVector(neml2.Tensor(inp, 2), [self.model.input_axis()]) + + # Setup variable views + self.model.reinit(x.batch.shape) + + # This model has two parameters + X = self.model.named_parameters()["X"] + Y = self.model.named_parameters()["Y"] + + # Model parameters do not require grad by default + self.assertFalse(X.requires_grad) + self.assertFalse(Y.requires_grad) + + # Set parameters to requires_grad=True + X.requires_grad_(True) + Y.requires_grad_(True) + self.assertTrue(X.requires_grad) + self.assertTrue(Y.requires_grad) + + # Forward + y = self.model.value(x) + self.assertTrue(y.torch().requires_grad) + + # dy/dp * x + y.torch().backward(gradient=x.torch()) + + self.assertIsNotNone(X.grad) + self.assertIsNotNone(Y.grad) From f460577824ea334783407f262e2bf0b385a934b0 Mon Sep 17 00:00:00 2001 From: Gary Hu Date: Wed, 14 Aug 2024 12:25:36 -0500 Subject: [PATCH 21/38] Fix interpolation AD --- include/neml2/models/LinearInterpolation.h | 11 -------- src/neml2/models/LinearInterpolation.cxx | 30 +++++++++------------- tests/src/ModelUnitTest.cxx | 2 +- 3 files changed, 13 insertions(+), 30 deletions(-) diff --git a/include/neml2/models/LinearInterpolation.h b/include/neml2/models/LinearInterpolation.h index 015973b18a..c522e48b11 100644 --- a/include/neml2/models/LinearInterpolation.h +++ b/include/neml2/models/LinearInterpolation.h @@ -95,17 +95,6 @@ class LinearInterpolation : public Interpolation */ template T2 mask(const T2 & in, const torch::Tensor & m) const; - - /// Batch shape of the interpolant, excluding the last dimension which is the interpolation axis - const TensorShape _interp_batch_sizes; - /// Starting abscissa of each interval - const Scalar & _X0; - /// Ending abscissa of each interval - const Scalar & _X1; - /// Starting ordinate of each interval - const T & _Y0; - /// Slope of each interval - const T & _slope; }; template diff --git a/src/neml2/models/LinearInterpolation.cxx b/src/neml2/models/LinearInterpolation.cxx index de4a291921..aa4999b1c1 100644 --- a/src/neml2/models/LinearInterpolation.cxx +++ b/src/neml2/models/LinearInterpolation.cxx @@ -42,19 +42,7 @@ LinearInterpolation::expected_options() template LinearInterpolation::LinearInterpolation(const OptionSet & options) - : Interpolation(options), - _interp_batch_sizes( - utils::broadcast_sizes(this->_X.batch_sizes().slice(0, this->_X.batch_dim() - 1), - this->_Y.batch_sizes().slice(0, this->_Y.batch_dim() - 1))), - _X0(this->template declare_buffer( - "X0", this->_X.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}))), - _X1(this->template declare_buffer( - "X1", this->_X.batch_index({indexing::Ellipsis, indexing::Slice(1, indexing::None)}))), - _Y0(this->template declare_buffer( - "Y0", this->_Y.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}))), - _slope(this->template declare_buffer("S", - math::diff(this->_Y, 1, this->_Y.batch_dim() - 1) / - math::diff(this->_X, 1, this->_X.batch_dim() - 1))) + : Interpolation(options) { } @@ -62,15 +50,21 @@ template void LinearInterpolation::set_value(bool out, bool dout_din, bool d2out_din2) { + const auto X0 = this->_X.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}); + const auto X1 = this->_X.batch_index({indexing::Ellipsis, indexing::Slice(1, indexing::None)}); + const auto Y0 = this->_Y.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}); + const auto slope = math::diff(this->_Y, 1, this->_Y.batch_dim() - 1) / + math::diff(this->_X, 1, this->_X.batch_dim() - 1); + const auto x = Scalar(this->_x); - const auto loc = torch::logical_and(torch::gt(x.batch_unsqueeze(-1), _X0), - torch::le(x.batch_unsqueeze(-1), _X1)); - const auto si = mask(_slope, loc); + const auto loc = torch::logical_and(torch::gt(x.batch_unsqueeze(-1), X0), + torch::le(x.batch_unsqueeze(-1), X1)); + const auto si = mask(slope, loc); if (out) { - const auto X0i = mask(_X0, loc); - const auto Y0i = mask(_Y0, loc); + const auto X0i = mask(X0, loc); + const auto Y0i = mask(Y0, loc); this->_p = Y0i + si * (x - X0i); } diff --git a/tests/src/ModelUnitTest.cxx b/tests/src/ModelUnitTest.cxx index 0a992272ff..10fe24aa3c 100644 --- a/tests/src/ModelUnitTest.cxx +++ b/tests/src/ModelUnitTest.cxx @@ -118,7 +118,7 @@ ModelUnitTest::ModelUnitTest(const OptionSet & options) if (_check_2nd_deriv || _check_AD_2nd_deriv || _check_AD_derivs) _deriv_order = 2; - else if (_check_1st_deriv) + else if (_check_1st_deriv || _check_AD_1st_deriv) _deriv_order = 1; else _deriv_order = 0; From 325f73f05d35b2a117c1ce0cd789954b6cf2a0fb Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 14 Aug 2024 15:15:22 -0500 Subject: [PATCH 22/38] Simple test to demonstrate problem --- python/neml2/pyzag/interface.py | 6 ++--- python/tests/pyzag/test_definitions.py | 37 ++++++++++++++++++++++++++ python/tests/test_ParameterStore.py | 35 ++++++++++++++++++++++++ 3 files changed, 74 insertions(+), 4 deletions(-) diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index 3b15762cd3..8bd8dbb616 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -253,6 +253,8 @@ def _assemble_input(self, state, forces): batch_shape = (state.shape[0] - self.lookback,) + state.shape[1:-1] bdim = len(batch_shape) + self.model.reinit(batch_shape=batch_shape, deriv_order=1, device=forces.device) + input = neml2.LabeledVector.zeros( batch_shape, [self.model.input_axis()], device=state.device ) @@ -272,10 +274,6 @@ def _assemble_input(self, state, forces): forces[: -self.lookback], ) - self.model.reinit( - batch_shape=input.batch.shape, deriv_order=1, device=forces.device - ) - return input def _extract_jacobian(self, J): diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py index a8dc4c048f..33895febd2 100644 --- a/python/tests/pyzag/test_definitions.py +++ b/python/tests/pyzag/test_definitions.py @@ -35,6 +35,43 @@ torch.set_default_dtype(torch.double) +class TestChangeParameterShape(unittest.TestCase): + def setUp(self): + self.nmodel = neml2.load_model( + os.path.join(os.path.dirname(__file__), "correct_model.i"), "implicit_rate" + ) + self.pmodel = interface.NEML2PyzagModel( + self.nmodel, exclude_parameters=["elasticity.nu"] + ) + + def test_update_parameter(self): + self.pmodel.elasticity_E.data = torch.tensor(1.2e5).expand(10) + self.pmodel._update_parameter_values() + self.assertTrue( + torch.allclose( + self.pmodel.model.named_parameters()["elasticity.E"].torch(), + self.pmodel.elasticity_E, + ) + ) + self.assertEqual( + self.pmodel.model.get_parameter("elasticity.E").tensor().batch.shape, (10,) + ) + + # Now go back + self.pmodel.elasticity_E.data = torch.tensor(1.3e5) + self.pmodel._update_parameter_values() + self.assertTrue( + torch.allclose( + self.pmodel.model.named_parameters()["elasticity.E"].torch(), + self.pmodel.elasticity_E, + ) + ) + self.assertEqual( + self.pmodel.model.get_parameter("elasticity.E").tensor().batch.shape, + tuple(), + ) + + class TestCorrectlyDefinedModel(unittest.TestCase): def setUp(self): self.nmodel = neml2.load_model( diff --git a/python/tests/test_ParameterStore.py b/python/tests/test_ParameterStore.py index 383a50e224..8bdfa363fd 100644 --- a/python/tests/test_ParameterStore.py +++ b/python/tests/test_ParameterStore.py @@ -104,6 +104,41 @@ def test_set_parameters(): assert torch.allclose(nu.torch(), torch.tensor(0.2, dtype=torch.float64)) +def test_change_batch_dimensions(): + pwd = Path(__file__).parent + model = neml2.reload_model(pwd / "test_ParameterStore.i", "model") + + # Setup variable views with batch shape (5,2) + model.reinit([5, 2]) + + # This model has two parameters + E = model.get_parameter("E") + nu = model.get_parameter("nu") + + # This model has two parameters + model.set_parameters( + { + "E": neml2.Scalar.full((5, 2), 200.0), + "nu": neml2.Scalar.full((5, 2), 0.2), + } + ) + + # Should have correct shape + assert E.tensor().batch.shape == (5, 2) + assert nu.tensor().batch.shape == (5, 2) + + # Now go back + model.set_parameters( + { + "E": neml2.Scalar.full(200.0), + "nu": neml2.Scalar.full(0.2), + } + ) + + assert E.tensor().batch.shape == tuple() + assert nu.tensor().batch.shape == tuple() + + def test_parameter_derivative(): pwd = Path(__file__).parent model = neml2.reload_model(pwd / "test_ParameterStore.i", "model") From 0793cc0c3e3b7c06d67881091f92266868eaddf9 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Thu, 15 Aug 2024 11:16:02 -0500 Subject: [PATCH 23/38] Fixed batch size thing --- python/examples/demo_model.i | 2 +- python/examples/deterministic.ipynb | 87 +++++++++++++++++++++++++---- python/neml2/pyzag/interface.py | 19 ++++--- 3 files changed, 89 insertions(+), 19 deletions(-) diff --git a/python/examples/demo_model.i b/python/examples/demo_model.i index 465a449e7b..9d486be135 100644 --- a/python/examples/demo_model.i +++ b/python/examples/demo_model.i @@ -21,7 +21,7 @@ [] [d_values] type = Scalar - values = '10.0 5.0 2.0 1.0' + values = '30.0 20.0 15.0 12.0' batch_shape = '(4)' [] [] diff --git a/python/examples/deterministic.ipynb b/python/examples/deterministic.ipynb index 81e733e8e8..26b2fd9d68 100644 --- a/python/examples/deterministic.ipynb +++ b/python/examples/deterministic.ipynb @@ -131,13 +131,12 @@ "outputs": [], "source": [ "# Replace with samples from normal\n", - "actual_cov = 0.05\n", + "actual_cov = 0.025\n", "actual_parameter_values = {}\n", "for n,p in model.named_parameters():\n", " actual_parameter_values[n] = p.data.detach().clone().cpu()\n", " ndist = dist.Normal(p.data, torch.abs(p.data) * actual_cov).expand((nbatch,)+p.shape)\n", - " p.data = ndist.sample().to(device)\n", - "model.discrete_equations._update_parameter_values()" + " p.data = ndist.sample().to(device)" ] }, { @@ -167,7 +166,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -190,10 +189,11 @@ "outputs": [], "source": [ "# Now replace our original parameter with random values over a range\n", - "guess_cov = 0.1\n", + "guess_parameter_values = {}\n", + "guess_cov = 0.2\n", "for n, p in model.named_parameters():\n", " p.data = torch.normal(actual_parameter_values[n], torch.abs(actual_parameter_values[n])*guess_cov).to(device)\n", - "model.discrete_equations._update_parameter_values()" + " guess_parameter_values[n] = p.data.detach().clone()" ] }, { @@ -253,7 +253,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -279,12 +279,32 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loss: 1.09e+04: 0%| | 1/500 [00:11<1:35:23, 11.47s/it]" + "Loss: 4.24e+03: 100%|██████████| 20/20 [11:39<00:00, 34.97s/it]\n" ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "niter = 500\n", + "niter = 20\n", "lr = 5.0e-3\n", "optimizer = torch.optim.Adam(model.parameters(), lr=lr)\n", "loss_fn = torch.nn.MSELoss()\n", @@ -309,7 +329,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -324,7 +344,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -340,6 +360,51 @@ "plt.ylabel(\"Stress (MPa)\")\n", "plt.title(\"Final comparison\")" ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The results:\n", + "A_value\n", + "\tInitial: \ttensor(-11.6395)\n", + "\tOptimized: \ttensor(-10.8406)\n", + "\tTrue value: \ttensor(-8.6790)\n", + "B_value\n", + "\tInitial: \ttensor(-0.5357)\n", + "\tOptimized: \ttensor(-0.5000)\n", + "\tTrue value: \ttensor(-0.7440)\n", + "C_value\n", + "\tInitial: \ttensor(-5.0966)\n", + "\tOptimized: \ttensor(-5.4487)\n", + "\tTrue value: \ttensor(-5.4100)\n", + "R_Y\n", + "\tInitial: \ttensor([340.2821, 207.8166, 93.7717, 41.9617])\n", + "\tOptimized: \ttensor([301.3132, 176.9857, 82.2030, 90.4851])\n", + "\tTrue value: \ttensor([300., 200., 100., 50.])\n", + "d_Y\n", + "\tInitial: \ttensor([28.9568, 23.8005, 15.9900, 9.3064])\n", + "\tOptimized: \ttensor([25.0701, 20.6564, 14.6545, 14.1788])\n", + "\tTrue value: \ttensor([30., 20., 15., 12.])\n" + ] + } + ], + "source": [ + "print(\"The results:\")\n", + "for n, p in model.discrete_equations.named_parameters():\n", + " nice_name = n.split('.')[-2]\n", + " ref_name = \"discrete_equations.\" + nice_name\n", + " scaler = model_reparameterizer.map_dict[ref_name]\n", + " print(nice_name)\n", + " print(\"\\tInitial: \\t\" + str(guess_parameter_values[ref_name].cpu()))\n", + " print(\"\\tOptimized: \\t\" + str(scaler(p.data).cpu()))\n", + " print(\"\\tTrue value: \\t\" + str(actual_parameter_values[ref_name].cpu()))" + ] } ], "metadata": { diff --git a/python/neml2/pyzag/interface.py b/python/neml2/pyzag/interface.py index 8bd8dbb616..38bf8455e5 100644 --- a/python/neml2/pyzag/interface.py +++ b/python/neml2/pyzag/interface.py @@ -121,12 +121,17 @@ def _setup_parameters(self, exclude_parameters): def _update_parameter_values(self): """Copy over new parameter values""" + + # We may need to update the batch shapes, so this lambda sorts out the correct shape + def make_tensor(orig_name, neml_name): + new_value = getattr(self, orig_name) + current_value = self.model.get_parameter(neml_name) + batch_dim = new_value.dim() - current_value.tensor().base.dim() + return Tensor(new_value.clone(), batch_dim) + self.model.set_parameters( { - neml_name: Tensor( - getattr(self, orig_name), - self.model.get_parameter(neml_name).tensor().batch.dim(), - ) + neml_name: make_tensor(orig_name, neml_name) for orig_name, neml_name in self.parameter_name_map.items() } ) @@ -316,12 +321,12 @@ def forward(self, state, forces): The helper methods `collect_forces` and `collect_state` can be used to assemble individual tensors into the flattened state and forces tensor """ - # Make a big LabeledVector with the input - x = self._assemble_input(state, forces) - # Update the parameter values self._update_parameter_values() + # Make a big LabeledVector with the input + x = self._assemble_input(state, forces) + # Call the model y, J = self.model.value_and_dvalue(x) From db3441d26339d90c95bd1a47dc14f8ec0939bc31 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Thu, 15 Aug 2024 12:45:26 -0500 Subject: [PATCH 24/38] Deterministic example completed --- python/examples/deterministic.ipynb | 252 ++++++++++++++++++++++++---- 1 file changed, 216 insertions(+), 36 deletions(-) diff --git a/python/examples/deterministic.ipynb b/python/examples/deterministic.ipynb index 26b2fd9d68..bf08862fb4 100644 --- a/python/examples/deterministic.ipynb +++ b/python/examples/deterministic.ipynb @@ -1,5 +1,25 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Deterministic material model learning\n", + "\n", + "This is a complete example of using the pyzag bindings to NEML2 to calibrated a material model against experimental data. `demo_model.i` defines the constitutive model, which is a structural material model describing the evolution of strain and stress in the material under mechanical load. The particular demonstration is a fairly complex model where the material responds differently as a function of both temperature and strain rate. The model also reduces the full 3D form of the constitutive model to 1D, where the final model is driven by an axial strain and all the other stress components are zero.\n", + "\n", + "In this example we:\n", + "1. Load the model in from file and wrap it for use in pyzag\n", + "2. Setup a grid of \"experimental\" conditions spanning several strain rates and temperatures\n", + "3. Replace the original model parameters with samples from a narrow normal distrubtion, centered on the orignial model mean, and run the model over the experimental conditions. This then becomes our synthetic input data.\n", + "4. Replace the original model parameters with random initial guesses (taken from a very wide normal distribution around the true values).\n", + "5. Setup the model for training with gradient-descent methods by scaling the model parameters and resulting gradient values.\n", + "6. Train the model against the synthetic experimental data.\n", + "7. Plot the results and print the trained parameter values, to see how close we can come to the true values.\n", + "\n", + "The accuracy of the final model and the trained parameter values is heavily dependent on the choice of the normal distributions for the synthetic data and the initial parameter guesses. For narrow distributions for both the model can exactly recover the original parameter values. For wider distributions the trained model will not be exact, but will still accurately capture the mean of the synthetic tests." + ] + }, { "cell_type": "code", "execution_count": 1, @@ -15,6 +35,15 @@ "import tqdm" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup parameters related to *how* we train the model\n", + "\n", + "Choose which device to use. The `nchunk` parameter controls the time integration in `pyzag`. `pyzag` can vectorize the time integration itself, providing a larger bandwidth to the compute device. This helps speed up the calculation, particularly when running on a GPU. The optimal value will depend on your compute device." + ] + }, { "cell_type": "code", "execution_count": 2, @@ -31,6 +60,15 @@ "nchunk = 50" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup the synthetic experimental conditions\n", + "\n", + "Setup the loading conditions for the \"experiments\" we're going to run. These will span several strain rates (`nrate`) and temperatures (`ntemperature`). Overall, we'll run `nbatch` experiments. Also setup the maximum strain to pull the material through `max_strain` and the number of time steps we're going to use for integration `ntime`." + ] + }, { "cell_type": "code", "execution_count": 3, @@ -46,14 +84,48 @@ "temperatures = torch.linspace(310.0,1190.0,ntemperature, device = device)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define the variability in the synthetic data and for our initial guess at the parameters\n", + "\n", + "These control the variability in the synthetic data (`actual_cov`) and the variability of the initial guess at the parameter values (`guess_cov`)" + ] + }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], + "source": [ + "actual_cov = 0.025\n", + "guess_cov = 0.2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup the actual model\n", + "\n", + "This class is a thin wrapper around the underlying `pyzag` wrapper for NEML2. All it does is take the input conditions (time, temperature, and strain), combine them into a single tensor, call the `pyzag` wrapper, and return the stress." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], "source": [ "class SolveStrain(torch.nn.Module):\n", " \"\"\"Just integrate the model through some strain history\n", + "\n", + " Args:\n", + " discrete_equations: the pyzag wrapped model\n", + " nchunk (int): number of vectorized time steps\n", + " rtol (float): relative tolerance to use for Newton's method during time integration\n", + " atol (float): absolute tolerance to use for Newton's method during time integration\n", " \"\"\"\n", " def __init__(self, discrete_equations, nchunk = 1, rtol = 1.0e-6, atol = 1.0e-4):\n", " super().__init__()\n", @@ -65,6 +137,14 @@ "\n", " def forward(self, time, temperature, loading, cache = False):\n", " \"\"\"Integrate through some time/temperature/strain history and return stress\n", + " Args:\n", + " time (torch.tensor): batched times\n", + " temperature (torch.tensor): batched temperatures\n", + " loading (torch.tensor): loading conditions, which are the input strain in the first base index and then the stress (zero) in the remainder\n", + "\n", + " Keyword Args:\n", + " cache (bool): if true, cache the solution and use it as a predictor for the next call. \n", + " This heuristic can speed things up during inference where the model is called repeatedly with similar parameter values.\n", " \"\"\"\n", " if cache and self.cached_solution is not None:\n", " solver = nonlinear.RecursiveNonlinearEquationSolver(\n", @@ -96,18 +176,36 @@ " return result[...,0]" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Actually setup the model\n", + "\n", + "Load the NEML model from disk, wrap it in both the `pyzag` wrapper and our thin wrapper class above. Exclude some of the model parameters we don't want to train." + ] + }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "model = SolveStrain(interface.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create the input tendors\n", + "\n", + "Actually setup the full input tensors based on the parameters above" + ] + }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -124,14 +222,24 @@ "loading = loading.reshape((ntime, -1, 6))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Replace the model parameters with random values\n", + "\n", + "Sampled from a normal distribution controlled by the `actual_cov` parameter.\n", + "\n", + "This controls the randomness in the input synthetic test data" + ] + }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Replace with samples from normal\n", - "actual_cov = 0.025\n", "actual_parameter_values = {}\n", "for n,p in model.named_parameters():\n", " actual_parameter_values[n] = p.data.detach().clone().cpu()\n", @@ -139,9 +247,16 @@ " p.data = ndist.sample().to(device)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run the model to generate the synthetic data" + ] + }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -149,9 +264,16 @@ " data = model(time, temperature, loading)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot the synthetic data" + ] + }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -160,13 +282,13 @@ "Text(0.5, 1.0, 'Input data -- all conditions')" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -182,23 +304,44 @@ "plt.title(\"Input data -- all conditions\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup the model for training\n", + "\n", + "Replace the parameter values with random initial guesses, with variability controlled by the `guess_cov` parameter." + ] + }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# Now replace our original parameter with random values over a range\n", "guess_parameter_values = {}\n", - "guess_cov = 0.2\n", "for n, p in model.named_parameters():\n", " p.data = torch.normal(actual_parameter_values[n], torch.abs(actual_parameter_values[n])*guess_cov).to(device)\n", " guess_parameter_values[n] = p.data.detach().clone()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Scale the model parameters\n", + "\n", + "Our material model parameters have units. In general, the parameter values will have different magnitudes from each other, which affects the scale of the gradients. Unbalanced gradients in turn affect the convergence of gradient descent optimization methods.\n", + "\n", + "Typically we'd scale the training data to fix this problem. However, again our data has units and a physical meaning we want to preserve.\n", + "\n", + "As an alternative we can scale the parameter values themselves both to clip the values to a physical range and to scale the gradients and hopefully improve the convergence of the optimization step. We do that here, in a way that should be mostly invisible to the training algorithms." + ] + }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -225,9 +368,18 @@ "model_reparameterizer(model)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run the model with the initial parameter values\n", + "\n", + "Just to see how far away from the training data we starting from." + ] + }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -238,7 +390,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -247,13 +399,13 @@ "Text(0.5, 1.0, 'Initial comparison')" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -270,31 +422,41 @@ "plt.title(\"Initial comparison\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Train the model against the synthetic data\n", + "\n", + "\n", + "Apply a fairly standard training algorithm to adjust the model parameters to better match the synthetic data. Plot the loss versus iteration data from training." + ] + }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Loss: 4.24e+03: 100%|██████████| 20/20 [11:39<00:00, 34.97s/it]\n" + "Loss: 1.88e+03: 100%|██████████| 200/200 [46:19<00:00, 13.90s/it]\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 14, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -304,7 +466,7 @@ } ], "source": [ - "niter = 20\n", + "niter = 200\n", "lr = 5.0e-3\n", "optimizer = torch.optim.Adam(model.parameters(), lr=lr)\n", "loss_fn = torch.nn.MSELoss()\n", @@ -321,15 +483,24 @@ " titer.set_description(\"Loss: %3.2e\" % loss_history[-1])\n", " optimizer.step()\n", "\n", - "plt.plot(loss_history, label=\"Training\")\n", + "plt.loglog(loss_history, label=\"Training\")\n", "plt.xlabel(\"Iteration\")\n", "plt.ylabel(\"MSE\")\n", "plt.legend(loc=\"best\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot the train model predictions\n", + "\n", + "See how accurately the trained model recovers the synthetic data." + ] + }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -338,13 +509,13 @@ "Text(0.5, 1.0, 'Final comparison')" ] }, - "execution_count": 15, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -361,9 +532,18 @@ "plt.title(\"Final comparison\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Print the trained model coefficients\n", + "\n", + "These may vary sigifnicantly from the actual mean values, particularly if you used a large variance when sampling the parameters to generate the synetic data." + ] + }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -372,24 +552,24 @@ "text": [ "The results:\n", "A_value\n", - "\tInitial: \ttensor(-11.6395)\n", - "\tOptimized: \ttensor(-10.8406)\n", + "\tInitial: \ttensor(-8.4939)\n", + "\tOptimized: \ttensor(-9.4302)\n", "\tTrue value: \ttensor(-8.6790)\n", "B_value\n", - "\tInitial: \ttensor(-0.5357)\n", - "\tOptimized: \ttensor(-0.5000)\n", + "\tInitial: \ttensor(-0.9164)\n", + "\tOptimized: \ttensor(-0.8633)\n", "\tTrue value: \ttensor(-0.7440)\n", "C_value\n", - "\tInitial: \ttensor(-5.0966)\n", - "\tOptimized: \ttensor(-5.4487)\n", + "\tInitial: \ttensor(-7.1787)\n", + "\tOptimized: \ttensor(-5.7191)\n", "\tTrue value: \ttensor(-5.4100)\n", "R_Y\n", - "\tInitial: \ttensor([340.2821, 207.8166, 93.7717, 41.9617])\n", - "\tOptimized: \ttensor([301.3132, 176.9857, 82.2030, 90.4851])\n", + "\tInitial: \ttensor([291.8216, 253.1601, 48.1351, 41.7569])\n", + "\tOptimized: \ttensor([403.4014, 291.9645, 187.9143, 109.8824])\n", "\tTrue value: \ttensor([300., 200., 100., 50.])\n", "d_Y\n", - "\tInitial: \ttensor([28.9568, 23.8005, 15.9900, 9.3064])\n", - "\tOptimized: \ttensor([25.0701, 20.6564, 14.6545, 14.1788])\n", + "\tInitial: \ttensor([29.3676, 18.9607, 16.4885, 8.5504])\n", + "\tOptimized: \ttensor([41.0167, 26.8128, 32.2079, 20.5957])\n", "\tTrue value: \ttensor([30., 20., 15., 12.])\n" ] } From b6ead7cb1ff3a1426e2dc1ca02f1761cbd8250b7 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Mon, 19 Aug 2024 16:46:55 -0500 Subject: [PATCH 25/38] Everything trains --- python/examples/deterministic.ipynb | 183 ++------- python/examples/statistical.ipynb | 564 ++++++++++++++++++++++++++++ 2 files changed, 596 insertions(+), 151 deletions(-) create mode 100644 python/examples/statistical.ipynb diff --git a/python/examples/deterministic.ipynb b/python/examples/deterministic.ipynb index bf08862fb4..cf536f29d5 100644 --- a/python/examples/deterministic.ipynb +++ b/python/examples/deterministic.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -46,7 +46,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -95,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -114,7 +114,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -173,7 +173,7 @@ " if cache:\n", " self.cached_solution = result.detach().clone()\n", "\n", - " return result[...,0]" + " return result[...,0:1]" ] }, { @@ -187,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -198,14 +198,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Create the input tendors\n", + "## Create the input tensors\n", "\n", "Actually setup the full input tensors based on the parameters above" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -214,7 +214,7 @@ "temperature = torch.zeros((ntime, nrate, ntemperature, 1), device = device)\n", "for i, rate in enumerate(rates):\n", " time[:, i] = torch.linspace(0, max_strain / rate, ntime, device = device)[:, None, None]\n", - " loading[:, i] = torch.linspace(0, max_strain, ntime, device = device)[:, None, None]\n", + "loading[...,0] = torch.linspace(0, max_strain, ntime, device = device)[:, None, None]\n", "for i, T in enumerate(temperatures):\n", " temperature[:, :, i] = T\n", "time = time.reshape((ntime, -1, 1))\n", @@ -235,7 +235,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -256,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -273,32 +273,11 @@ }, { "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Input data -- all conditions')" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(loading.cpu()[...,0], data.cpu())\n", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.plot(loading.cpu()[...,0], data[...,0].cpu())\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", "plt.title(\"Input data -- all conditions\")" @@ -315,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -341,7 +320,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -379,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -390,30 +369,9 @@ }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Initial comparison')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "plt.plot(loading.cpu()[..., 0], data.cpu(), 'k-')\n", "plt.plot(loading.cpu()[..., 0], initial_results.cpu(), 'k--')\n", @@ -434,37 +392,9 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Loss: 1.88e+03: 100%|██████████| 200/200 [46:19<00:00, 13.90s/it]\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "niter = 200\n", "lr = 5.0e-3\n", @@ -500,30 +430,9 @@ }, { "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Final comparison')" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "plt.plot(loading.cpu()[..., 0], data.cpu(), \"k-\")\n", "plt.plot(loading.cpu()[..., 0], res.detach().cpu(), \"k--\")\n", @@ -543,37 +452,9 @@ }, { "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The results:\n", - "A_value\n", - "\tInitial: \ttensor(-8.4939)\n", - "\tOptimized: \ttensor(-9.4302)\n", - "\tTrue value: \ttensor(-8.6790)\n", - "B_value\n", - "\tInitial: \ttensor(-0.9164)\n", - "\tOptimized: \ttensor(-0.8633)\n", - "\tTrue value: \ttensor(-0.7440)\n", - "C_value\n", - "\tInitial: \ttensor(-7.1787)\n", - "\tOptimized: \ttensor(-5.7191)\n", - "\tTrue value: \ttensor(-5.4100)\n", - "R_Y\n", - "\tInitial: \ttensor([291.8216, 253.1601, 48.1351, 41.7569])\n", - "\tOptimized: \ttensor([403.4014, 291.9645, 187.9143, 109.8824])\n", - "\tTrue value: \ttensor([300., 200., 100., 50.])\n", - "d_Y\n", - "\tInitial: \ttensor([29.3676, 18.9607, 16.4885, 8.5504])\n", - "\tOptimized: \ttensor([41.0167, 26.8128, 32.2079, 20.5957])\n", - "\tTrue value: \ttensor([30., 20., 15., 12.])\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "print(\"The results:\")\n", "for n, p in model.discrete_equations.named_parameters():\n", diff --git a/python/examples/statistical.ipynb b/python/examples/statistical.ipynb new file mode 100644 index 0000000000..2a42da7a3a --- /dev/null +++ b/python/examples/statistical.ipynb @@ -0,0 +1,564 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Statistic material model learning\n", + "\n", + "**This is a modification of the deterministic example to use Stochastic Variational Inference (SVI) to train a hierarchical statistical model rather than a simple deterministic model. The modifications required to train a model with SVI only start half way through the example --- the rest is the same as the previous, deterministic example.**\n", + "\n", + "This is a complete example of using the pyzag bindings to NEML2 to calibrated a material model against experimental data. `demo_model.i` defines the constitutive model, which is a structural material model describing the evolution of strain and stress in the material under mechanical load. The particular demonstration is a fairly complex model where the material responds differently as a function of both temperature and strain rate. The model also reduces the full 3D form of the constitutive model to 1D, where the final model is driven by an axial strain and all the other stress components are zero.\n", + "\n", + "In this example we:\n", + "1. Load the model in from file and wrap it for use in pyzag\n", + "2. Setup a grid of \"experimental\" conditions spanning several strain rates and temperatures\n", + "3. Replace the original model parameters with samples from a normal distrubtion, centered on the orignial model mean, and run the model over the experimental conditions. This then becomes our synthetic input data.\n", + "4. Replace the original model parameters with random priors from wide normal distributions (with means sampled from the original distributions).\n", + "5. Setup the model for training with gradient-descent methods by scaling the model parameters and resulting gradient values.\n", + "6. Use SVI to train the model against the synthetic data.\n", + "7. Plot the results and print the trained parameter values, to see how close we can come to the true values.\n", + "\n", + "Because it's difficult to consider random variation across a wide range of test conditions, we also consider a set of repeated experiments at the same test condition. Simulating the same test many times gives a clear idea of the amount of variability in the synthetic data and for the corresponding trained model." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import torch.distributions as dist\n", + "import neml2\n", + "from neml2.pyzag import interface\n", + "from pyzag import nonlinear, reparametrization, chunktime, stochastic\n", + "import matplotlib.pyplot as plt\n", + "import tqdm\n", + "\n", + "import pyro\n", + "from pyro.infer import SVI, Trace_ELBO, Predictive" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup parameters related to *how* we train the model\n", + "\n", + "Choose which device to use. The `nchunk` parameter controls the time integration in `pyzag`. `pyzag` can vectorize the time integration itself, providing a larger bandwidth to the compute device. This helps speed up the calculation, particularly when running on a GPU. The optimal value will depend on your compute device." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "torch.set_default_dtype(torch.double)\n", + "if torch.cuda.is_available():\n", + " dev = \"cuda:0\"\n", + "else:\n", + " dev = \"cpu\"\n", + "device = torch.device(dev)\n", + "\n", + "nchunk = 50" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup the synthetic experimental conditions\n", + "\n", + "Setup the loading conditions for the \"experiments\" we're going to run. These will span several strain rates (`nrate`) and temperatures (`ntemperature`). Overall, we'll run `nbatch` experiments. Also setup the maximum strain to pull the material through `max_strain` and the number of time steps we're going to use for integration `ntime`." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "nrate = 5\n", + "ntemperature = 5\n", + "nbatch = nrate * ntemperature\n", + "max_strain = 0.25\n", + "ntime = 100\n", + "rates = torch.logspace(-6,0,nrate, device = device)\n", + "temperatures = torch.linspace(310.0,1190.0,ntemperature, device = device)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Conditions for the repeated experiment\n", + "\n", + "Also choose a single condition to repeat multiple times to give a clearer idea of the variability captured in the synthetic data and model." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "nrepeat = 100\n", + "single_temperature = 600.0\n", + "single_rate = 1.0e-3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define the variability in the synthetic data and for our initial guess at the parameters\n", + "\n", + "These control the variability in the synthetic data (`actual_cov`) and the variability of the initial guess at the parameter values (`guess_cov`). Also provide the actual values and a prior on the white noise included on top of the experimental measurements." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "actual_cov = 0.05\n", + "actual_noise_scale = 10.0\n", + "prior_cov = 0.2\n", + "prior_noise_scale = 20.0\n", + "\n", + "guess_cov = 0.1 # On the means of the priors" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup the actual model\n", + "\n", + "This class is a thin wrapper around the underlying `pyzag` wrapper for NEML2. All it does is take the input conditions (time, temperature, and strain), combine them into a single tensor, call the `pyzag` wrapper, and return the stress." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "class SolveStrain(torch.nn.Module):\n", + " \"\"\"Just integrate the model through some strain history\n", + "\n", + " Args:\n", + " discrete_equations: the pyzag wrapped model\n", + " nchunk (int): number of vectorized time steps\n", + " rtol (float): relative tolerance to use for Newton's method during time integration\n", + " atol (float): absolute tolerance to use for Newton's method during time integration\n", + " \"\"\"\n", + " def __init__(self, discrete_equations, nchunk = 1, rtol = 1.0e-6, atol = 1.0e-4):\n", + " super().__init__()\n", + " self.discrete_equations = discrete_equations\n", + " self.nchunk = nchunk\n", + " self.cached_solution = None\n", + " self.rtol = rtol\n", + " self.atol = atol\n", + "\n", + " def forward(self, time, temperature, loading, cache = False):\n", + " \"\"\"Integrate through some time/temperature/strain history and return stress\n", + " Args:\n", + " time (torch.tensor): batched times\n", + " temperature (torch.tensor): batched temperatures\n", + " loading (torch.tensor): loading conditions, which are the input strain in the first base index and then the stress (zero) in the remainder\n", + "\n", + " Keyword Args:\n", + " cache (bool): if true, cache the solution and use it as a predictor for the next call. \n", + " This heuristic can speed things up during inference where the model is called repeatedly with similar parameter values.\n", + " \"\"\"\n", + " if cache and self.cached_solution is not None:\n", + " solver = nonlinear.RecursiveNonlinearEquationSolver(\n", + " self.discrete_equations,\n", + " step_generator=nonlinear.StepGenerator(self.nchunk),\n", + " predictor=nonlinear.FullTrajectoryPredictor(self.cached_solution), nonlinear_solver = chunktime.ChunkNewtonRaphson(rtol = self.rtol, atol = self.atol)\n", + " )\n", + " else:\n", + " solver = nonlinear.RecursiveNonlinearEquationSolver(\n", + " self.discrete_equations, step_generator=nonlinear.StepGenerator(self.nchunk),\n", + " predictor=nonlinear.PreviousStepsPredictor(), nonlinear_solver = chunktime.ChunkNewtonRaphson(rtol = self.rtol, atol = self.atol)\n", + " )\n", + "\n", + " # We could pass this in as input, but it's easy enough to do here\n", + " control = torch.zeros_like(loading)\n", + " control[...,1:] = 1.0\n", + "\n", + " # Setup\n", + " forces = self.discrete_equations.collect_forces({'t': time, 'T': temperature, 'fixed_values': loading, 'control': control})\n", + " state0 = torch.zeros(forces.shape[1:-1] + (self.discrete_equations.nstate,), device = forces.device)\n", + "\n", + " result = nonlinear.solve_adjoint(\n", + " solver, state0, len(forces), forces\n", + " )\n", + "\n", + " if cache:\n", + " self.cached_solution = result.detach().clone()\n", + "\n", + " return result[...,0:1]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Actually setup the model\n", + "\n", + "Load the NEML model from disk, wrap it in both the `pyzag` wrapper and our thin wrapper class above. Exclude some of the model parameters we don't want to train." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "model = SolveStrain(interface.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create the input tendors\n", + "\n", + "Actually setup the full input tensors based on the parameters above" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "time = torch.zeros((ntime, nrate, ntemperature, 1), device = device)\n", + "loading = torch.zeros((ntime, nrate, ntemperature, 6), device = device)\n", + "temperature = torch.zeros((ntime, nrate, ntemperature, 1), device = device)\n", + "for i, rate in enumerate(rates):\n", + " time[:, i] = torch.linspace(0, max_strain / rate, ntime, device = device)[:, None, None]\n", + "loading[...,0] = torch.linspace(0, max_strain, ntime, device = device)[:, None, None]\n", + "for i, T in enumerate(temperatures):\n", + " temperature[:, :, i] = T\n", + "time = time.reshape((ntime, -1, 1))\n", + "temperature = temperature.reshape((ntime, -1, 1))\n", + "loading = loading.reshape((ntime, -1, 6))\n", + "\n", + "\n", + "single_times = torch.linspace(0, max_strain / single_rate, ntime, device = device).unsqueeze(-1).expand((ntime,nrepeat)).unsqueeze(-1)\n", + "single_temperatures = torch.full_like(single_times, single_temperature)\n", + "single_loading = torch.zeros((ntime,nrepeat,6), device = device)\n", + "single_loading[...,0] = torch.linspace(0, max_strain, ntime, device = device).unsqueeze(-1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Replace the model parameters with random values\n", + "\n", + "Sampled from a normal distribution controlled by the `actual_cov` parameter.\n", + "\n", + "This controls the randomness in the input synthetic test data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# Replace with samples from normal\n", + "actual_parameter_values = {}\n", + "for n,p in model.named_parameters():\n", + " actual_parameter_values[n] = p.data.detach().clone().cpu()\n", + " ndist = dist.Normal(p.data, torch.abs(p.data) * actual_cov).expand((nbatch,)+p.shape)\n", + " p.data = ndist.sample().to(device)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run the model to generate the synthetic data" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "with torch.no_grad():\n", + " data = model(time, temperature, loading)\n", + " data = torch.normal(data, actual_noise_scale)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot the synthetic data" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Input data -- all conditions')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(loading.cpu()[...,0], data[...,0].cpu())\n", + "plt.xlabel(\"Strain (mm/mm)\")\n", + "plt.ylabel(\"Stress (MPa)\")\n", + "plt.title(\"Input data -- all conditions\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Now sample at run at a fixed condition\n", + "\n", + "The idea being to clearly see the variability in repeated trials at a fix condition." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Input data -- single condition')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Replace with samples from normal\n", + "for n, p in model.named_parameters():\n", + " ndist = dist.Normal(\n", + " actual_parameter_values[n], torch.abs(actual_parameter_values[n]) * actual_cov\n", + " ).expand((nrepeat,) + actual_parameter_values[n].shape)\n", + " p.data = ndist.sample().to(device)\n", + "\n", + "with torch.no_grad():\n", + " single_data = model(single_times, single_temperatures, single_loading)\n", + " single_data = torch.normal(single_data, actual_noise_scale)\n", + "\n", + "plt.plot(single_loading.cpu()[..., 0], single_data[...,0].cpu())\n", + "plt.xlabel(\"Strain (mm/mm)\")\n", + "plt.ylabel(\"Stress (MPa)\")\n", + "plt.title(\"Input data -- single condition\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup the model for training\n", + "\n", + "Replace the parameter values with random initial guesses, with variability controlled by the `guess_cov` parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "# Now replace our original parameter with random values over a range\n", + "guess_parameter_values = {}\n", + "for n, p in model.named_parameters():\n", + " p.data = torch.normal(actual_parameter_values[n], torch.abs(actual_parameter_values[n])*guess_cov).to(device)\n", + " guess_parameter_values[n] = p.data.detach().clone()\n", + "model.discrete_equations._update_parameter_values()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Scale the model parameters\n", + "\n", + "Our material model parameters have units. In general, the parameter values will have different magnitudes from each other, which affects the scale of the gradients. Unbalanced gradients in turn affect the convergence of gradient descent optimization methods.\n", + "\n", + "Typically we'd scale the training data to fix this problem. However, again our data has units and a physical meaning we want to preserve.\n", + "\n", + "As an alternative we can scale the parameter values themselves both to clip the values to a physical range and to scale the gradients and hopefully improve the convergence of the optimization step. We do that here, in a way that should be mostly invisible to the training algorithms." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# Scale to get better performance\n", + "A_scaler = reparametrization.RangeRescale(torch.tensor(-12.0, device = device), torch.tensor(-4.0, device = device))\n", + "B_scaler = reparametrization.RangeRescale(\n", + " torch.tensor(-1.0, device = device), torch.tensor(-0.5, device = device)\n", + ")\n", + "C_scaler = reparametrization.RangeRescale(torch.tensor(-8.0, device = device), torch.tensor(-3.0, device = device))\n", + "R_scaler = reparametrization.RangeRescale(\n", + " torch.tensor([0.0,0.0,0.0,0.0], device=device), torch.tensor([500.0,500.0,500.0,500.0], device=device)\n", + ")\n", + "d_scaler = reparametrization.RangeRescale(\n", + " torch.tensor([0.01, 0.01, 0.01, 0.01], device=device),\n", + " torch.tensor([50.0, 50.0, 50.0, 50.0], device=device),\n", + ")\n", + "\n", + "model_reparameterizer = reparametrization.Reparameterizer(\n", + " {\"discrete_equations.A_value\": A_scaler,\n", + " \"discrete_equations.B_value\": B_scaler,\n", + " \"discrete_equations.C_value\": C_scaler,\n", + " \"discrete_equations.R_Y\": R_scaler,\n", + " \"discrete_equations.d_Y\": d_scaler}, error_not_provided=True)\n", + "model_reparameterizer(model)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Convert the model to a hierarchical statistical model\n", + "\n", + "We now convert the model from deterministic to a hierarchnical statistical model. We use the `pyzag` mapper functionality to convert the model with two levels. The top level statistics are common to the entire data set, i.e. all tests in the synthetic data, while the lower-level distributions provide statistics for each individual sample of material. Each parameter is converted to a prior with the initial mean value selected based on the (random) deterministic values assigned above. We also provide a prior on the level of white noise included in the experimental measurements." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "mapper = stochastic.MapNormal(prior_cov)\n", + "hsmodel = stochastic.HierarchicalStatisticalModel(model, mapper, torch.tensor(prior_noise_scale, device = device))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Setup a guide and training hyperparameters\n", + "\n", + "Use `AutoDelta` to get a MAP estimate of the parameters.\n", + "\n", + "Setup the SVI problem and the usual sorts of training hyperparameters" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "guide = pyro.infer.autoguide.guides.AutoDelta(hsmodel)\n", + "lr = 5.0e-3\n", + "niter = 500\n", + "num_samples = 1 \n", + "\n", + "optimizer = pyro.optim.ClippedAdam({'lr': lr})\n", + "loss = Trace_ELBO(num_particles=num_samples)\n", + "svi = SVI(hsmodel, guide, optimizer, loss = loss)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run the training loop" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loss: 8.37e+03: 60%|██████ | 301/500 [1:08:00<41:15, 12.44s/it]" + ] + } + ], + "source": [ + "titer = tqdm.tqdm(range(niter))\n", + "titer.set_description(\"Loss:\")\n", + "loss_history = []\n", + "for i in titer:\n", + " closs = svi.step(time, temperature, loading, results=data)\n", + " loss_history.append(closs)\n", + " titer.set_description(\"Loss: %3.2e\" % closs)\n", + "\n", + "plt.plot(loss_history, label=\"Training\")\n", + "plt.xlabel(\"Iteration\")\n", + "plt.ylabel(\"ELBO\")\n", + "plt.legend(loc=\"best\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "neml2", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From bc3474d31d59b73f96eaa559304bd1c091b0b0b2 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Mon, 19 Aug 2024 22:10:58 -0500 Subject: [PATCH 26/38] Everything seems to work, maybe give a bit more work to the examples but no more code changes should be required --- python/examples/statistical.ipynb | 125 +++++++++++++++++++++++++----- 1 file changed, 107 insertions(+), 18 deletions(-) diff --git a/python/examples/statistical.ipynb b/python/examples/statistical.ipynb index 2a42da7a3a..60d4c0aaee 100644 --- a/python/examples/statistical.ipynb +++ b/python/examples/statistical.ipynb @@ -62,7 +62,7 @@ " dev = \"cpu\"\n", "device = torch.device(dev)\n", "\n", - "nchunk = 50" + "nchunk = 100" ] }, { @@ -81,7 +81,7 @@ "outputs": [], "source": [ "nrate = 5\n", - "ntemperature = 5\n", + "ntemperature = 10\n", "nbatch = nrate * ntemperature\n", "max_strain = 0.25\n", "ntime = 100\n", @@ -124,10 +124,10 @@ "metadata": {}, "outputs": [], "source": [ - "actual_cov = 0.05\n", - "actual_noise_scale = 10.0\n", - "prior_cov = 0.2\n", - "prior_noise_scale = 20.0\n", + "actual_cov = 0.02\n", + "actual_noise_scale = 5.0\n", + "prior_cov = 0.05\n", + "prior_noise_scale = 10.0\n", "\n", "guess_cov = 0.1 # On the means of the priors" ] @@ -324,7 +324,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -351,7 +351,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -360,13 +360,13 @@ "Text(0.5, 1.0, 'Input data -- single condition')" ] }, - "execution_count": 13, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -404,7 +404,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -431,7 +431,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -469,7 +469,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -490,12 +490,12 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "guide = pyro.infer.autoguide.guides.AutoDelta(hsmodel)\n", - "lr = 5.0e-3\n", + "lr = 1.0e-3\n", "niter = 500\n", "num_samples = 1 \n", "\n", @@ -513,15 +513,35 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Loss: 8.37e+03: 60%|██████ | 301/500 [1:08:00<41:15, 12.44s/it]" + "Loss: 1.31e+04: 100%|██████████| 500/500 [30:46<00:00, 3.69s/it]\n" ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -538,6 +558,75 @@ "plt.ylabel(\"ELBO\")\n", "plt.legend(loc=\"best\")" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Go back and sample our repeated case" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "nreps = 5\n", + "predict = Predictive(hsmodel, guide=guide, num_samples = nreps)\n", + "with torch.no_grad():\n", + " trained_single = predict(single_times[:,:nbatch], single_temperatures[:,:nbatch], single_loading[:,:nbatch])['obs']" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "flat_trained = trained_single.transpose(0,1).reshape(ntime, nreps*nbatch,1)\n", + "plt.plot(single_loading[:,0,0].cpu(), torch.mean(flat_trained, dim = 1)[:,0].cpu(), ls = '-', color = 'k', lw = 4, label = \"Trained mean\")\n", + "\n", + "p = 0.05\n", + "n_lb = int(p*nreps * nbatch)\n", + "n_ub = int((1-p) * nreps * nbatch)\n", + "plt.fill_between(\n", + " single_loading[:, 0, 0].cpu(),\n", + " torch.kthvalue(flat_trained, n_lb, dim=1)[0][:, 0].cpu(),\n", + " torch.kthvalue(flat_trained, n_ub, dim=1)[0][:, 0].cpu(),\n", + " color = 'tab:blue',\n", + " alpha = 0.8,\n", + " label = \"90% prediction\"\n", + ")\n", + "plt.plot(single_loading.cpu()[..., 0], single_data[..., 0].cpu(), color = 'k', lw = 0.3, label = \"Data\")\n", + "\n", + "handles, labels = plt.gca().get_legend_handles_labels()\n", + "\n", + "plt.xlabel(\"Strain\")\n", + "plt.ylabel(\"Stress\")\n", + "plt.legend(handles[:3], labels[:3], loc='best')" + ] } ], "metadata": { @@ -556,7 +645,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.9" + "version": "3.10.0" } }, "nbformat": 4, From f861e3331b1ca353c31e41d5dc840762b9af438c Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 20 Aug 2024 16:07:41 -0500 Subject: [PATCH 27/38] Critical fix for static recovery models --- .../PowerLawIsotropicHardeningStaticRecovery.cxx | 2 +- .../PowerLawKinematicHardeningStaticRecovery.cxx | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/neml2/models/solid_mechanics/PowerLawIsotropicHardeningStaticRecovery.cxx b/src/neml2/models/solid_mechanics/PowerLawIsotropicHardeningStaticRecovery.cxx index ab98cfaed5..3c17850098 100644 --- a/src/neml2/models/solid_mechanics/PowerLawIsotropicHardeningStaticRecovery.cxx +++ b/src/neml2/models/solid_mechanics/PowerLawIsotropicHardeningStaticRecovery.cxx @@ -74,7 +74,7 @@ PowerLawIsotropicHardeningStaticRecovery::set_value(bool out, bool dout_din, boo if (const auto * const n = nl_param("n")) _h_dot.d(*n) = -_h * math::pow(_tau, -_n) * math::pow(math::abs(Scalar(_h)), _n - 1) * - math::log(math::abs(Scalar(_h)) / _tau); + math::log(math::abs(Scalar(_h) + machine_precision()) / _tau); } } } // namespace neml2 diff --git a/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx b/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx index e587ec7d1e..c1f0b8dd9e 100644 --- a/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx +++ b/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx @@ -83,7 +83,7 @@ PowerLawKinematicHardeningStaticRecovery::set_value(bool out, bool dout_din, boo _X_dot.d(*tau) = _n * math::pow(s / _tau, _n - 1) * _X / (_tau * _tau); if (const auto * const n = nl_param("n")) - _X_dot.d(*n) = -_X / s * math::pow(s / _tau, _n) * math::log(s / _tau); + _X_dot.d(*n) = -_X / s * math::pow(s / _tau, _n) * math::log((s+machine_precision()) / _tau); } } From 397a931cbb128dc2d46fd5d8e957475730708acc Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 3 Sep 2024 12:46:21 -0500 Subject: [PATCH 28/38] Slight tweaks to the stochastic example --- python/examples/statistical.ipynb | 157 ++++++++++++++++++++++-------- 1 file changed, 114 insertions(+), 43 deletions(-) diff --git a/python/examples/statistical.ipynb b/python/examples/statistical.ipynb index 60d4c0aaee..1a26163cc6 100644 --- a/python/examples/statistical.ipynb +++ b/python/examples/statistical.ipynb @@ -26,7 +26,16 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/messner/miniforge3/envs/neml2/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "import torch\n", "import torch.distributions as dist\n", @@ -57,7 +66,7 @@ "source": [ "torch.set_default_dtype(torch.double)\n", "if torch.cuda.is_available():\n", - " dev = \"cuda:0\"\n", + " dev = \"cuda:1\"\n", "else:\n", " dev = \"cpu\"\n", "device = torch.device(dev)\n", @@ -314,17 +323,7 @@ "outputs": [ { "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Input data -- all conditions')" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -334,6 +333,7 @@ } ], "source": [ + "plt.figure()\n", "plt.plot(loading.cpu()[...,0], data[...,0].cpu())\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", @@ -357,7 +357,7 @@ { "data": { "text/plain": [ - "Text(0.5, 1.0, 'Input data -- single condition')" + "
" ] }, "execution_count": 12, @@ -366,13 +366,22 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -387,6 +396,7 @@ " single_data = model(single_times, single_temperatures, single_loading)\n", " single_data = torch.normal(single_data, actual_noise_scale)\n", "\n", + "plt.figure()\n", "plt.plot(single_loading.cpu()[..., 0], single_data[...,0].cpu())\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", @@ -477,6 +487,85 @@ "hsmodel = stochastic.HierarchicalStatisticalModel(model, mapper, torch.tensor(prior_noise_scale, device = device))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Sample the prior model to compare to the repeated test\n", + "\n", + "This is just for visualization, to see how far away our prior model starts from the true distribution" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "nreps = 5\n", + "predict = Predictive(hsmodel, num_samples=nreps)\n", + "with torch.no_grad():\n", + " untrained_single = predict(\n", + " single_times[:, :nbatch],\n", + " single_temperatures[:, :nbatch],\n", + " single_loading[:, :nbatch],\n", + " )[\"obs\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "flat_untrained = untrained_single.transpose(0, 1).reshape(ntime, nreps * nbatch, 1)\n", + "plt.figure()\n", + "plt.plot(\n", + " single_loading[:, 0, 0].cpu(),\n", + " torch.mean(flat_untrained, dim=1)[:, 0].cpu(),\n", + " ls=\"-\",\n", + " color=\"k\",\n", + " lw=4,\n", + " label=\"Prior mean\",\n", + ")\n", + "\n", + "p = 0.05\n", + "n_lb = int(p * nreps * nbatch)\n", + "n_ub = int((1 - p) * nreps * nbatch)\n", + "plt.fill_between(\n", + " single_loading[:, 0, 0].cpu(),\n", + " torch.kthvalue(flat_untrained, n_lb, dim=1)[0][:, 0].cpu(),\n", + " torch.kthvalue(flat_untrained, n_ub, dim=1)[0][:, 0].cpu(),\n", + " color=\"tab:blue\",\n", + " alpha=0.8,\n", + " label=\"90% prediction\",\n", + ")\n", + "plt.plot(\n", + " single_loading.cpu()[..., 0],\n", + " single_data[..., 0].cpu(),\n", + " color=\"k\",\n", + " lw=0.3,\n", + " label=\"Data\",\n", + ")\n", + "\n", + "handles, labels = plt.gca().get_legend_handles_labels()\n", + "\n", + "plt.xlabel(\"Strain\")\n", + "plt.ylabel(\"Stress\")\n", + "plt.legend(handles[:3], labels[:3], loc=\"best\")" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -490,7 +579,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -513,29 +602,19 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Loss: 1.31e+04: 100%|██████████| 500/500 [30:46<00:00, 3.69s/it]\n" + "Loss: 1.30e+04: 100%|██████████| 500/500 [1:00:25<00:00, 7.25s/it]\n" ] }, { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", 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" ] @@ -553,6 +632,7 @@ " loss_history.append(closs)\n", " titer.set_description(\"Loss: %3.2e\" % closs)\n", "\n", + "plt.figure()\n", "plt.plot(loss_history, label=\"Training\")\n", "plt.xlabel(\"Iteration\")\n", "plt.ylabel(\"ELBO\")\n", @@ -568,7 +648,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -580,22 +660,12 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 21, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -606,6 +676,7 @@ ], "source": [ "flat_trained = trained_single.transpose(0,1).reshape(ntime, nreps*nbatch,1)\n", + "plt.figure()\n", "plt.plot(single_loading[:,0,0].cpu(), torch.mean(flat_trained, dim = 1)[:,0].cpu(), ls = '-', color = 'k', lw = 4, label = \"Trained mean\")\n", "\n", "p = 0.05\n", @@ -645,7 +716,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.11.0" } }, "nbformat": 4, From 0ed1fe8173b96e4f971537fa73da1e3043c64f4a Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 10 Dec 2024 16:49:52 -0600 Subject: [PATCH 29/38] Updated merge --- .github/workflows/python.yml | 4 ++-- python/neml2/pyzag/requirements.txt | 1 + python/tests/pyzag/test_correctness.py | 3 ++- requirements.txt | 1 + 4 files changed, 6 insertions(+), 3 deletions(-) create mode 100644 python/neml2/pyzag/requirements.txt diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index 5bee5b8f9c..92c99f0a9d 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -47,10 +47,10 @@ jobs: - uses: actions/setup-python@v5 with: python-version: "3.9" - - name: Install Python dependencies - run: pip install -r requirements.txt - name: Install PyTorch run: pip install torch==2.5.1 + - name: Install Python dependencies + run: pip install -r requirements.txt - run: pip install -v . - run: pytest --junitxml=pytest.xml python/tests - name: Publish Test Results diff --git a/python/neml2/pyzag/requirements.txt b/python/neml2/pyzag/requirements.txt new file mode 100644 index 0000000000..12c6593e54 --- /dev/null +++ b/python/neml2/pyzag/requirements.txt @@ -0,0 +1 @@ +pyzag \ No newline at end of file diff --git a/python/tests/pyzag/test_correctness.py b/python/tests/pyzag/test_correctness.py index 50950e4f50..3f932d2a1d 100644 --- a/python/tests/pyzag/test_correctness.py +++ b/python/tests/pyzag/test_correctness.py @@ -33,7 +33,7 @@ from neml2.pyzag import interface import neml2 -from pyzag import nonlinear +from pyzag import nonlinear, chunktime nchunk = 10 @@ -81,6 +81,7 @@ def run_model(self, model_name): model, step_generator=nonlinear.StepGenerator(nchunk), predictor=nonlinear.PreviousStepsPredictor(), + nonlinear_solver=chunktime.ChunkNewtonRaphson(rtol=1.0e-8, atol=1.0e-10), ) with torch.no_grad(): results = nonlinear.solve( diff --git a/requirements.txt b/requirements.txt index c334eee623..6a276d5a2f 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,6 +2,7 @@ ##### pip requirements ###### # numpy<2 +-r python/neml2/pyzag/requirements.txt -r doc/requirements.txt -r scripts/requirements.txt -r python/tests/requirements.txt From e50d0a43ec5d325b08b7f0bb58eed2cbb7074028 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 10 Dec 2024 16:50:49 -0600 Subject: [PATCH 30/38] Changed my mind on how to require pyzag --- python/neml2/pyzag/requirements.txt | 1 - requirements.txt | 2 +- 2 files changed, 1 insertion(+), 2 deletions(-) delete mode 100644 python/neml2/pyzag/requirements.txt diff --git a/python/neml2/pyzag/requirements.txt b/python/neml2/pyzag/requirements.txt deleted file mode 100644 index 12c6593e54..0000000000 --- a/python/neml2/pyzag/requirements.txt +++ /dev/null @@ -1 +0,0 @@ -pyzag \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 6a276d5a2f..17cf4928c9 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,7 +2,7 @@ ##### pip requirements ###### # numpy<2 --r python/neml2/pyzag/requirements.txt +pyzag -r doc/requirements.txt -r scripts/requirements.txt -r python/tests/requirements.txt From 4ad94e7351940ba1e4447e907b6a3a4527cafd60 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 10 Dec 2024 16:54:46 -0600 Subject: [PATCH 31/38] Fix formatting, not sure how it got off --- .../PowerLawKinematicHardeningStaticRecovery.cxx | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx b/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx index c1f0b8dd9e..90917f9ddd 100644 --- a/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx +++ b/src/neml2/models/solid_mechanics/PowerLawKinematicHardeningStaticRecovery.cxx @@ -83,7 +83,8 @@ PowerLawKinematicHardeningStaticRecovery::set_value(bool out, bool dout_din, boo _X_dot.d(*tau) = _n * math::pow(s / _tau, _n - 1) * _X / (_tau * _tau); if (const auto * const n = nl_param("n")) - _X_dot.d(*n) = -_X / s * math::pow(s / _tau, _n) * math::log((s+machine_precision()) / _tau); + _X_dot.d(*n) = + -_X / s * math::pow(s / _tau, _n) * math::log((s + machine_precision()) / _tau); } } From badf33bbe71904b2eec162afa80bf9f95c124efe Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 10 Dec 2024 17:15:40 -0600 Subject: [PATCH 32/38] Fix a test failure outside of this change --- .../viscoplasticity/misc/torch_script/model_scalar.i | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/regression/solid_mechanics/viscoplasticity/misc/torch_script/model_scalar.i b/tests/regression/solid_mechanics/viscoplasticity/misc/torch_script/model_scalar.i index a7e9ce9f03..bff2f209bc 100644 --- a/tests/regression/solid_mechanics/viscoplasticity/misc/torch_script/model_scalar.i +++ b/tests/regression/solid_mechanics/viscoplasticity/misc/torch_script/model_scalar.i @@ -166,7 +166,7 @@ nbatch = 20 youngs_modulus = 1e5 poisson_ratio = 0.3 elastic_trial_stress = 'forces/s' - inelastic_strain = 'state/ep' + equivalent_plastic_strain = 'state/ep' updated_trial_stress = 'state/s' [] [rom] From 54cf4bf925c05ae82533583fb505d24fa468b967 Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 10 Dec 2024 17:41:04 -0600 Subject: [PATCH 33/38] Partial code review cleanup, still need to fix python issue --- .../neml2/models/SmoothLinearInterpolation.h | 67 ----------- src/neml2/models/Model.cxx | 51 ++------ .../models/SmoothLinearInterpolation.cxx | 109 ------------------ 3 files changed, 11 insertions(+), 216 deletions(-) delete mode 100644 include/neml2/models/SmoothLinearInterpolation.h delete mode 100644 src/neml2/models/SmoothLinearInterpolation.cxx diff --git a/include/neml2/models/SmoothLinearInterpolation.h b/include/neml2/models/SmoothLinearInterpolation.h deleted file mode 100644 index f84326a1a1..0000000000 --- a/include/neml2/models/SmoothLinearInterpolation.h +++ /dev/null @@ -1,67 +0,0 @@ -// Copyright 2024, UChicago Argonne, LLC -// All Rights Reserved -// Software Name: NEML2 -- the New Engineering material Model Library, version 2 -// By: Argonne National Laboratory -// OPEN SOURCE LICENSE (MIT) -// -// Permission is hereby granted, free of charge, to any person obtaining a copy -// of this software and associated documentation files (the "Software"), to deal -// in the Software without restriction, including without limitation the rights -// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -// copies of the Software, and to permit persons to whom the Software is -// furnished to do so, subject to the following conditions: -// -// The above copyright notice and this permission notice shall be included in -// all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -// THE SOFTWARE. - -#pragma once - -#include "neml2/models/Interpolation.h" - -namespace neml2 -{ -/** - * @brief Regularized version of neml2::LinearInterpolation rendered fully differentiable - */ -template -class SmoothLinearInterpolation : public Interpolation -{ -public: - static OptionSet expected_options(); - - SmoothLinearInterpolation(const OptionSet & options); - -protected: - void set_value(bool out, bool dout_din, bool d2out_din2) override; - -private: - /// @returns the smooth interpolation factor given the interval offset between 0 and 1 - Scalar smooth_interp_factor(const Scalar & x) const; - - /// @returns the first derivative of the smooth interpolation function - Scalar d_smooth_interp_factor(const Scalar & x) const; - - /// Sharpness of the smooth interpolation - const Real _k; - /// Starting abscissa of each interval - const Scalar & _X0; - /// Ending abscissa of each interval - const Scalar & _X1; - /// Starting ordinate of each interval - const T & _Y0; - /// Ending ordinate of each interval - const T & _Y1; -}; - -typedef SmoothLinearInterpolation ScalarSmoothLinearInterpolation; -typedef SmoothLinearInterpolation VecSmoothLinearInterpolation; -typedef SmoothLinearInterpolation SR2SmoothLinearInterpolation; -} // namespace neml2 diff --git a/src/neml2/models/Model.cxx b/src/neml2/models/Model.cxx index 214ba5fdfb..a3ddf4acdc 100644 --- a/src/neml2/models/Model.cxx +++ b/src/neml2/models/Model.cxx @@ -452,14 +452,10 @@ void Model::value() { check_inplace_dbg(); - - if (is_AD_disabled()) { - c10::InferenceMode guard; + c10::InferenceMode guard(is_AD_disabled()); set_value(true, false, false); } - else - set_value(true, false, false); } void @@ -473,13 +469,8 @@ Model::value_and_dvalue() if (!_AD_1st_deriv) { - if (is_AD_disabled()) - { - c10::InferenceMode guard; - set_value(true, true, false); - } - else - set_value(true, true, false); + c10::InferenceMode guard(is_AD_disabled()); + set_value(true, true, false); } else { @@ -500,13 +491,8 @@ Model::dvalue() if (!_AD_1st_deriv) { - if (is_AD_disabled()) - { - c10::InferenceMode guard; - set_value(false, true, false); - } - else - set_value(false, true, false); + c10::InferenceMode guard(is_AD_disabled()); + set_value(false, true, false); } else { @@ -528,13 +514,8 @@ Model::value_and_dvalue_and_d2value() if (!_AD_2nd_deriv) { - if (is_AD_disabled()) - { - c10::InferenceMode guard; - set_value(true, true, true); - } - else - set_value(true, true, true); + c10::InferenceMode guard(is_AD_disabled()); + set_value(true, true, true); } else { @@ -565,13 +546,8 @@ Model::dvalue_and_d2value() if (!_AD_2nd_deriv) { - if (is_AD_disabled()) - { - c10::InferenceMode guard; - set_value(false, true, true); - } - else - set_value(false, true, true); + c10::InferenceMode guard(is_AD_disabled()); + set_value(false, true, true); } else { @@ -601,13 +577,8 @@ Model::d2value() if (!_AD_2nd_deriv) { - if (is_AD_disabled()) - { - c10::InferenceMode guard; - set_value(false, false, true); - } - else - set_value(false, false, true); + c10::InferenceMode guard(is_AD_disabled()); + set_value(false, false, true); } else { diff --git a/src/neml2/models/SmoothLinearInterpolation.cxx b/src/neml2/models/SmoothLinearInterpolation.cxx deleted file mode 100644 index 0f5ee1dab7..0000000000 --- a/src/neml2/models/SmoothLinearInterpolation.cxx +++ /dev/null @@ -1,109 +0,0 @@ -// Copyright 2024, UChicago Argonne, LLC -// All Rights Reserved -// Software Name: NEML2 -- the New Engineering material Model Library, version 2 -// By: Argonne National Laboratory -// OPEN SOURCE LICENSE (MIT) -// -// Permission is hereby granted, free of charge, to any person obtaining a copy -// of this software and associated documentation files (the "Software"), to deal -// in the Software without restriction, including without limitation the rights -// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -// copies of the Software, and to permit persons to whom the Software is -// furnished to do so, subject to the following conditions: -// -// The above copyright notice and this permission notice shall be included in -// all copies or substantial portions of the Software. -// -// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -// THE SOFTWARE. - -#include "neml2/models/SmoothLinearInterpolation.h" -#include "neml2/misc/math.h" - -namespace neml2 -{ -register_NEML2_object(ScalarSmoothLinearInterpolation); -register_NEML2_object(VecSmoothLinearInterpolation); -register_NEML2_object(SR2SmoothLinearInterpolation); - -template -OptionSet -SmoothLinearInterpolation::expected_options() -{ - OptionSet options = Interpolation::expected_options(); - options.doc() += " This object performs a _linear interpolation_."; - options.set("sharpness") = 50; - options.set("sharpness").doc() = "Sharpness of the smooth interpolation. The result aympototes " - "to the discrete interpolation as sharpness gets larger."; - return options; -} - -template -SmoothLinearInterpolation::SmoothLinearInterpolation(const OptionSet & options) - : Interpolation(options), - _k(options.get("sharpness")), - _X0(this->template declare_buffer( - "X0", this->_X.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}))), - _X1(this->template declare_buffer( - "X1", this->_X.batch_index({indexing::Ellipsis, indexing::Slice(1, indexing::None)}))), - _Y0(this->template declare_buffer( - "Y0", this->_Y.batch_index({indexing::Ellipsis, indexing::Slice(indexing::None, -1)}))), - _Y1(this->template declare_buffer( - "Y1", this->_Y.batch_index({indexing::Ellipsis, indexing::Slice(1, indexing::None)}))) -{ -} - -template -Scalar -SmoothLinearInterpolation::smooth_interp_factor(const Scalar & x) const -{ - const auto s = Scalar(torch::sigmoid(_k * x)); - const auto s1 = Scalar(torch::sigmoid(_k * (x - 1))); - return (1 - x) * (s - s1); -} - -template -Scalar -SmoothLinearInterpolation::d_smooth_interp_factor(const Scalar & x) const -{ - const auto s = Scalar(torch::sigmoid(_k * x)); - const auto s1 = Scalar(torch::sigmoid(_k * (x - 1))); - return -(s - s1) + _k * (1 - x) * (s * (1 - s) - s1 * (1 - s1)); -} - -template -void -SmoothLinearInterpolation::set_value(bool out, bool dout_din, bool d2out_din2) -{ - neml_assert_dbg(!d2out_din2, "This model does not define the second derivatives."); - - const auto x = Scalar(this->_x).batch_unsqueeze(-1); - const auto dX = _X1 - _X0; - const auto a = (x - _X0) / dX; - const auto b = (_X1 - x) / dX; - - if (out) - { - const auto ia = smooth_interp_factor(a); - const auto ib = smooth_interp_factor(b); - this->_p = math::batch_sum(ia * _Y0 + ib * _Y1, -1); - } - - if (dout_din) - if (this->_x.is_dependent()) - { - const auto dia = d_smooth_interp_factor(a); - const auto dib = d_smooth_interp_factor(b); - this->_p.d(this->_x) = math::batch_sum(dia * _Y0 + dib * _Y1, -1); - } -} - -template class SmoothLinearInterpolation; -template class SmoothLinearInterpolation; -template class SmoothLinearInterpolation; -} // namespace neml2 From 67968560f7b8eaee57860a740c80b3629fdf8ceb Mon Sep 17 00:00:00 2001 From: Gary Hu Date: Tue, 10 Dec 2024 18:58:37 -0600 Subject: [PATCH 34/38] clang-tidy --- .../solid_mechanics/KocksMeckingIntercept.cxx | 22 +++++++++---------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx b/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx index 41f343ee41..7b7a005eef 100644 --- a/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx +++ b/src/neml2/models/solid_mechanics/KocksMeckingIntercept.cxx @@ -66,34 +66,34 @@ KocksMeckingIntercept::set_value(bool out, bool dout_din, bool d2out_din2) if (dout_din) { - if (const auto A = nl_param("A")) + if (const auto * const A = nl_param("A")) _p.d(*A) = -(_C - _B) / math::pow(_A, 2.0); - if (const auto B = nl_param("B")) + if (const auto * const B = nl_param("B")) _p.d(*B) = -1.0 / _A; - if (const auto C = nl_param("C")) + if (const auto * const C = nl_param("C")) _p.d(*C) = 1.0 / _A; } if (d2out_din2) { - if (const auto A = nl_param("A")) + if (const auto * const A = nl_param("A")) { _p.d(*A, *A) = 2.0 * (_C - _B) / math::pow(_A, 3.0); - if (const auto B = nl_param("B")) + if (const auto * const B = nl_param("B")) _p.d(*A, *B) = 1.0 / math::pow(_A, 2.0); - if (const auto C = nl_param("C")) + if (const auto * const C = nl_param("C")) _p.d(*A, *C) = -1.0 / math::pow(_A, 2.0); } - if (const auto B = nl_param("B")) - if (const auto A = nl_param("A")) + if (const auto * const B = nl_param("B")) + if (const auto * const A = nl_param("A")) _p.d(*B, *A) = 1.0 / math::pow(_A, 2.0); - if (const auto C = nl_param("C")) - if (const auto A = nl_param("A")) + if (const auto * const C = nl_param("C")) + if (const auto * const A = nl_param("A")) _p.d(*C, *A) = -1.0 / math::pow(_A, 2.0); } } -} // namespace neml2 \ No newline at end of file +} // namespace neml2 From cda4393edbd61d4b5799f8111c8a0d6278b90781 Mon Sep 17 00:00:00 2001 From: Gary Hu Date: Tue, 10 Dec 2024 18:58:52 -0600 Subject: [PATCH 35/38] Fix python subpackage import --- python/examples/deterministic.ipynb | 5 ++--- python/examples/statistical.ipynb | 15 +++++++-------- python/neml2/__init__.py | 2 ++ python/neml2/pyzag/__init__.py | 2 ++ python/tests/pyzag/test_adjoint.py | 7 +++---- python/tests/pyzag/test_correctness.py | 3 +-- python/tests/pyzag/test_definitions.py | 7 +++---- 7 files changed, 20 insertions(+), 21 deletions(-) diff --git a/python/examples/deterministic.ipynb b/python/examples/deterministic.ipynb index cf536f29d5..3aff87b774 100644 --- a/python/examples/deterministic.ipynb +++ b/python/examples/deterministic.ipynb @@ -29,7 +29,6 @@ "import torch\n", "import torch.distributions as dist\n", "import neml2\n", - "from neml2.pyzag import interface\n", "from pyzag import nonlinear, reparametrization, chunktime\n", "import matplotlib.pyplot as plt\n", "import tqdm" @@ -143,7 +142,7 @@ " loading (torch.tensor): loading conditions, which are the input strain in the first base index and then the stress (zero) in the remainder\n", "\n", " Keyword Args:\n", - " cache (bool): if true, cache the solution and use it as a predictor for the next call. \n", + " cache (bool): if true, cache the solution and use it as a predictor for the next call.\n", " This heuristic can speed things up during inference where the model is called repeatedly with similar parameter values.\n", " \"\"\"\n", " if cache and self.cached_solution is not None:\n", @@ -191,7 +190,7 @@ "metadata": {}, "outputs": [], "source": [ - "model = SolveStrain(interface.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" + "model = SolveStrain(neml2.pyzag.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" ] }, { diff --git a/python/examples/statistical.ipynb b/python/examples/statistical.ipynb index 1a26163cc6..85df16fde5 100644 --- a/python/examples/statistical.ipynb +++ b/python/examples/statistical.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -40,7 +40,6 @@ "import torch\n", "import torch.distributions as dist\n", "import neml2\n", - "from neml2.pyzag import interface\n", "from pyzag import nonlinear, reparametrization, chunktime, stochastic\n", "import matplotlib.pyplot as plt\n", "import tqdm\n", @@ -152,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -181,7 +180,7 @@ " loading (torch.tensor): loading conditions, which are the input strain in the first base index and then the stress (zero) in the remainder\n", "\n", " Keyword Args:\n", - " cache (bool): if true, cache the solution and use it as a predictor for the next call. \n", + " cache (bool): if true, cache the solution and use it as a predictor for the next call.\n", " This heuristic can speed things up during inference where the model is called repeatedly with similar parameter values.\n", " \"\"\"\n", " if cache and self.cached_solution is not None:\n", @@ -225,11 +224,11 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "model = SolveStrain(interface.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" + "model = SolveStrain(neml2.pyzag.NEML2PyzagModel(neml2.load_model(\"demo_model.i\", \"implicit_rate\"), exclude_parameters = [\"elasticity.E\", \"elasticity.nu\",\"R.X\", \"d.X\", \"mu.X\", \"mu.Y\",\"yield_zero.sy\"]))" ] }, { @@ -579,14 +578,14 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "guide = pyro.infer.autoguide.guides.AutoDelta(hsmodel)\n", "lr = 1.0e-3\n", "niter = 500\n", - "num_samples = 1 \n", + "num_samples = 1\n", "\n", "optimizer = pyro.optim.ClippedAdam({'lr': lr})\n", "loss = Trace_ELBO(num_particles=num_samples)\n", diff --git a/python/neml2/__init__.py b/python/neml2/__init__.py index a2013ad40d..163740336f 100644 --- a/python/neml2/__init__.py +++ b/python/neml2/__init__.py @@ -27,3 +27,5 @@ from .base import * from .tensors import * from .math import * + +from . import pyzag diff --git a/python/neml2/pyzag/__init__.py b/python/neml2/pyzag/__init__.py index c3b7f7e0a0..4e7010cd25 100644 --- a/python/neml2/pyzag/__init__.py +++ b/python/neml2/pyzag/__init__.py @@ -21,3 +21,5 @@ # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN # THE SOFTWARE. + +from .interface import * diff --git a/python/tests/pyzag/test_adjoint.py b/python/tests/pyzag/test_adjoint.py index a046579d5d..d802ebb10e 100644 --- a/python/tests/pyzag/test_adjoint.py +++ b/python/tests/pyzag/test_adjoint.py @@ -31,7 +31,6 @@ torch.set_default_dtype(torch.double) -from neml2.pyzag import interface import neml2 from pyzag import nonlinear @@ -101,7 +100,7 @@ def setUp(self): self.nmodel = neml2.load_model( os.path.join(os.path.dirname(__file__), "elastic_model.i"), "implicit_rate" ) - self.pmodel = interface.NEML2PyzagModel(self.nmodel) + self.pmodel = neml2.pyzag.NEML2PyzagModel(self.nmodel) self.nbatch = 20 self.ntime = 100 @@ -138,7 +137,7 @@ def setUp(self): os.path.join(os.path.dirname(__file__), "viscoplastic_model.i"), "implicit_rate", ) - self.pmodel = interface.NEML2PyzagModel(self.nmodel) + self.pmodel = neml2.pyzag.NEML2PyzagModel(self.nmodel) self.nbatch = 20 self.ntime = 100 @@ -176,7 +175,7 @@ def setUp(self): os.path.join(os.path.dirname(__file__), "complex_model.i"), "implicit_rate", ) - self.pmodel = interface.NEML2PyzagModel( + self.pmodel = neml2.pyzag.NEML2PyzagModel( self.nmodel, exclude_parameters=["yield_zero.sy", "mu.X", "mu.Y"] ) self.nbatch = 20 diff --git a/python/tests/pyzag/test_correctness.py b/python/tests/pyzag/test_correctness.py index 3f932d2a1d..59451d1c3c 100644 --- a/python/tests/pyzag/test_correctness.py +++ b/python/tests/pyzag/test_correctness.py @@ -31,7 +31,6 @@ torch.set_default_dtype(torch.double) -from neml2.pyzag import interface import neml2 from pyzag import nonlinear, chunktime @@ -52,7 +51,7 @@ def run_model(self, model_name): os.path.join(os.path.dirname(__file__), model_name + ".i"), "implicit_rate", ) - model = interface.NEML2PyzagModel(nmodel) + model = neml2.pyzag.NEML2PyzagModel(nmodel) results = torch.jit.load( os.path.join(os.path.dirname(__file__), "result_" + model_name + ".pt") diff --git a/python/tests/pyzag/test_definitions.py b/python/tests/pyzag/test_definitions.py index 33895febd2..3473a8ad0b 100644 --- a/python/tests/pyzag/test_definitions.py +++ b/python/tests/pyzag/test_definitions.py @@ -28,7 +28,6 @@ import os.path import neml2 -from neml2.pyzag import interface import torch @@ -40,7 +39,7 @@ def setUp(self): self.nmodel = neml2.load_model( os.path.join(os.path.dirname(__file__), "correct_model.i"), "implicit_rate" ) - self.pmodel = interface.NEML2PyzagModel( + self.pmodel = neml2.pyzag.NEML2PyzagModel( self.nmodel, exclude_parameters=["elasticity.nu"] ) @@ -77,7 +76,7 @@ def setUp(self): self.nmodel = neml2.load_model( os.path.join(os.path.dirname(__file__), "correct_model.i"), "implicit_rate" ) - self.pmodel = interface.NEML2PyzagModel( + self.pmodel = neml2.pyzag.NEML2PyzagModel( self.nmodel, exclude_parameters=["elasticity.nu"] ) @@ -137,7 +136,7 @@ def setUp(self): self.nmodel = neml2.load_model( os.path.join(os.path.dirname(__file__), "complex_model.i"), "implicit_rate" ) - self.pmodel = interface.NEML2PyzagModel(self.nmodel) + self.pmodel = neml2.pyzag.NEML2PyzagModel(self.nmodel) def test_set_vector(self): self.assertTrue( From 813b71114c0d30b52e74ec017caf7e9a411c7fa5 Mon Sep 17 00:00:00 2001 From: Gary Hu Date: Tue, 10 Dec 2024 19:39:42 -0600 Subject: [PATCH 36/38] Try another form of install --- python/CMakeLists.txt | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt index f5833aabd0..8ee1adc05e 100644 --- a/python/CMakeLists.txt +++ b/python/CMakeLists.txt @@ -33,13 +33,9 @@ add_custom_target(python-stub ALL # Artifacts configure_file(neml2/__init__.py ${NEML2_BINARY_DIR}/python/neml2/__init__.py COPYONLY) configure_file(neml2/visualization.py ${NEML2_BINARY_DIR}/python/neml2/visualization.py COPYONLY) -configure_file(neml2/pyzag/__init__.py ${NEML2_BINARY_DIR}/python/neml2/pyzag/__init__.py COPYONLY) -configure_file(neml2/pyzag/interface.py ${NEML2_BINARY_DIR}/python/neml2/pyzag/interface.py COPYONLY) install(FILES neml2/__init__.py neml2/visualization.py - neml2/pyzag/__init__.py - neml2/pyzag/interface.py ${NEML2_BINARY_DIR}/python/neml2/__init__.pyi ${NEML2_BINARY_DIR}/python/neml2/base.pyi ${NEML2_BINARY_DIR}/python/neml2/math.pyi @@ -47,6 +43,11 @@ install(FILES DESTINATION . ) +# pyzag subpackage +configure_file(neml2/pyzag/__init__.py ${NEML2_BINARY_DIR}/python/neml2/pyzag/__init__.py COPYONLY) +configure_file(neml2/pyzag/interface.py ${NEML2_BINARY_DIR}/python/neml2/pyzag/interface.py COPYONLY) +install(DIRECTORY neml2/pyzag DESTINATION .) + # Tests if(NEML2_TESTS) add_subdirectory(tests) From 0fb0df2d2b4efbf7b7413d0c4b20985111c9cd3b Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Tue, 10 Dec 2024 23:23:46 -0600 Subject: [PATCH 37/38] I think I'm done... --- .gitattributes | 2 + python/examples/README.md | 9 ++ python/examples/deterministic.ipynb | 169 +++++++++++++++++++++------- python/examples/statistical.ipynb | 77 +++++-------- requirements.txt | 1 + 5 files changed, 171 insertions(+), 87 deletions(-) create mode 100644 .gitattributes create mode 100644 python/examples/README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000..f9c9d8f285 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,2 @@ + +*.ipynb diff=jupyternotebook diff --git a/python/examples/README.md b/python/examples/README.md new file mode 100644 index 0000000000..b533495dfd --- /dev/null +++ b/python/examples/README.md @@ -0,0 +1,9 @@ +# Version control for Jupyter notebook examples + +We track these notebooks with the `nbdime` python tool, installed as part of the package requirements. The first time you install this for use in a new repository you need to run + +``` +git-nbdiffdriver config --enable +``` + +to enable the hooks. \ No newline at end of file diff --git a/python/examples/deterministic.ipynb b/python/examples/deterministic.ipynb index 3aff87b774..c98943a468 100644 --- a/python/examples/deterministic.ipynb +++ b/python/examples/deterministic.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -45,10 +45,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ + "torch.manual_seed(0)\n", + "\n", "torch.set_default_dtype(torch.double)\n", "if torch.cuda.is_available():\n", " dev = \"cuda:0\"\n", @@ -70,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -94,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -113,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -186,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -204,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -234,7 +236,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -255,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -272,14 +274,26 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plt.plot(loading.cpu()[...,0], data[...,0].cpu())\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", - "plt.title(\"Input data -- all conditions\")" + "plt.title(\"Input data -- all conditions\")\n", + "plt.show()" ] }, { @@ -293,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -319,7 +333,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -357,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -368,15 +382,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.plot(loading.cpu()[..., 0], data.cpu(), 'k-')\n", - "plt.plot(loading.cpu()[..., 0], initial_results.cpu(), 'k--')\n", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(loading.cpu()[..., 0], data.cpu()[...,0], 'k-')\n", + "plt.plot(loading.cpu()[..., 0], initial_results.cpu()[...,0], 'k--')\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", - "plt.title(\"Initial comparison\")" + "plt.title(\"Initial comparison\")\n", + "plt.show()" ] }, { @@ -391,16 +417,37 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Loss: 9.80e+02: : 100%|██████████|200/200\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "niter = 200\n", "lr = 5.0e-3\n", "optimizer = torch.optim.Adam(model.parameters(), lr=lr)\n", "loss_fn = torch.nn.MSELoss()\n", "\n", - "titer = tqdm.tqdm(range(niter))\n", + "titer = tqdm.tqdm(\n", + " range(niter),\n", + " bar_format=\"{desc}: {percentage:3.0f}%|{bar}|{n_fmt}/{total_fmt}{postfix}\",\n", + ")\n", "titer.set_description(\"Loss:\")\n", "loss_history = []\n", "for i in titer:\n", @@ -415,7 +462,9 @@ "plt.loglog(loss_history, label=\"Training\")\n", "plt.xlabel(\"Iteration\")\n", "plt.ylabel(\"MSE\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\")\n", + "plt.title(\"Loss history\")\n", + "plt.show()" ] }, { @@ -429,15 +478,27 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plt.plot(loading.cpu()[..., 0], data.cpu(), \"k-\")\n", - "plt.plot(loading.cpu()[..., 0], res.detach().cpu(), \"k--\")\n", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(loading.cpu()[..., 0], data.cpu()[...,0], \"k-\")\n", + "plt.plot(loading.cpu()[..., 0], res.detach().cpu()[...,0], \"k--\")\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", - "plt.title(\"Final comparison\")" + "plt.title(\"Final comparison\")\n", + "plt.show()" ] }, { @@ -446,14 +507,42 @@ "source": [ "## Print the trained model coefficients\n", "\n", - "These may vary sigifnicantly from the actual mean values, particularly if you used a large variance when sampling the parameters to generate the synetic data." + "These may vary sigifnicantly from the actual mean values, particularly if you used a large variance when sampling the parameters to generate the synthetic data." ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The results:\n", + "A_value\n", + "\tInitial: \ttensor(-10.7698)\n", + "\tOptimized: \ttensor(-8.6582)\n", + "\tTrue value: \ttensor(-8.6790)\n", + "B_value\n", + "\tInitial: \ttensor(-0.7348)\n", + "\tOptimized: \ttensor(-0.6079)\n", + "\tTrue value: \ttensor(-0.7440)\n", + "C_value\n", + "\tInitial: \ttensor(-4.8089)\n", + "\tOptimized: \ttensor(-5.3143)\n", + "\tTrue value: \ttensor(-5.4100)\n", + "R_Y\n", + "\tInitial: \ttensor([277.7843, 194.1953, 85.3228, 39.9726])\n", + "\tOptimized: \ttensor([220.7807, 216.7279, 77.9216, 38.7819])\n", + "\tTrue value: \ttensor([300., 200., 100., 50.])\n", + "d_Y\n", + "\tInitial: \ttensor([37.3538, 20.1206, 11.8659, 12.1953])\n", + "\tOptimized: \ttensor([30.0554, 21.9522, 10.5630, 11.5646])\n", + "\tTrue value: \ttensor([30., 20., 15., 12.])\n" + ] + } + ], "source": [ "print(\"The results:\")\n", "for n, p in model.discrete_equations.named_parameters():\n", @@ -483,7 +572,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.9" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/python/examples/statistical.ipynb b/python/examples/statistical.ipynb index 85df16fde5..65e44da4e9 100644 --- a/python/examples/statistical.ipynb +++ b/python/examples/statistical.ipynb @@ -24,18 +24,9 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/messner/miniforge3/envs/neml2/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" - ] - } - ], + "outputs": [], "source": [ "import torch\n", "import torch.distributions as dist\n", @@ -63,9 +54,11 @@ "metadata": {}, "outputs": [], "source": [ + "torch.manual_seed(42)\n", + "\n", "torch.set_default_dtype(torch.double)\n", "if torch.cuda.is_available():\n", - " dev = \"cuda:1\"\n", + " dev = \"cuda:0\"\n", "else:\n", " dev = \"cpu\"\n", "device = torch.device(dev)\n", @@ -151,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -224,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -322,7 +315,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -336,7 +329,8 @@ "plt.plot(loading.cpu()[...,0], data[...,0].cpu())\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", - "plt.title(\"Input data -- all conditions\")" + "plt.title(\"Input data -- all conditions\")\n", + "plt.show()" ] }, { @@ -355,32 +349,13 @@ "outputs": [ { "data": { - "text/plain": [ - "
" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -399,7 +374,8 @@ "plt.plot(single_loading.cpu()[..., 0], single_data[...,0].cpu())\n", "plt.xlabel(\"Strain (mm/mm)\")\n", "plt.ylabel(\"Stress (MPa)\")\n", - "plt.title(\"Input data -- single condition\")" + "plt.title(\"Input data -- single condition\")\n", + "plt.show()" ] }, { @@ -518,7 +494,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -562,7 +538,8 @@ "\n", "plt.xlabel(\"Strain\")\n", "plt.ylabel(\"Stress\")\n", - "plt.legend(handles[:3], labels[:3], loc=\"best\")" + "plt.legend(handles[:3], labels[:3], loc=\"best\")\n", + "plt.show()" ] }, { @@ -578,7 +555,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -608,12 +585,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Loss: 1.30e+04: 100%|██████████| 500/500 [1:00:25<00:00, 7.25s/it]\n" + "Loss: 1.29e+04: : 100%|██████████|500/500\n" ] }, { "data": { - "image/png": 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", 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", 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" ] @@ -623,7 +600,10 @@ } ], "source": [ - "titer = tqdm.tqdm(range(niter))\n", + "titer = tqdm.tqdm(\n", + " range(niter),\n", + " bar_format=\"{desc}: {percentage:3.0f}%|{bar}|{n_fmt}/{total_fmt}{postfix}\",\n", + ")\n", "titer.set_description(\"Loss:\")\n", "loss_history = []\n", "for i in titer:\n", @@ -635,7 +615,9 @@ "plt.plot(loss_history, label=\"Training\")\n", "plt.xlabel(\"Iteration\")\n", "plt.ylabel(\"ELBO\")\n", - "plt.legend(loc=\"best\")" + "plt.legend(loc=\"best\")\n", + "plt.title(\"Training loss\")\n", + "plt.show()" ] }, { @@ -664,7 +646,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -695,7 +677,8 @@ "\n", "plt.xlabel(\"Strain\")\n", "plt.ylabel(\"Stress\")\n", - "plt.legend(handles[:3], labels[:3], loc='best')" + "plt.legend(handles[:3], labels[:3], loc='best')\n", + "plt.show()" ] } ], @@ -715,7 +698,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.0" + "version": "3.10.0" } }, "nbformat": 4, diff --git a/requirements.txt b/requirements.txt index 17cf4928c9..19164e1563 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,6 +3,7 @@ # numpy<2 pyzag +nbdime -r doc/requirements.txt -r scripts/requirements.txt -r python/tests/requirements.txt From 394b3c62f44d7fa74b37b548de544d5669aba98c Mon Sep 17 00:00:00 2001 From: Mark Messner Date: Wed, 11 Dec 2024 08:38:57 -0600 Subject: [PATCH 38/38] Resolve remaining code review comments by better managing dependencies --- python/examples/README.md | 14 +++++++++++++- python/examples/requirements.txt | 6 ++++++ requirements.txt | 1 - 3 files changed, 19 insertions(+), 2 deletions(-) create mode 100644 python/examples/requirements.txt diff --git a/python/examples/README.md b/python/examples/README.md index b533495dfd..b2101f9079 100644 --- a/python/examples/README.md +++ b/python/examples/README.md @@ -1,4 +1,16 @@ -# Version control for Jupyter notebook examples +# Jupyter notebook examples of the NEML2/pyzag interface + +## Setup + +To run these notebooks install the packages given in `python/examples/requirements.txt` + +``` +pip install -r python/examples/requirements.txt +``` + +after building the NEML2 python package and installing the main set of python requirements in `requirements.txt` in the root directory. + +## Version control for Jupyter notebook examples We track these notebooks with the `nbdime` python tool, installed as part of the package requirements. The first time you install this for use in a new repository you need to run diff --git a/python/examples/requirements.txt b/python/examples/requirements.txt new file mode 100644 index 0000000000..607fef4d4e --- /dev/null +++ b/python/examples/requirements.txt @@ -0,0 +1,6 @@ +nbdime +pyro-ppl +tqdm +matplotlib +ipykernel +ipywidgets \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 19164e1563..17cf4928c9 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,7 +3,6 @@ # numpy<2 pyzag -nbdime -r doc/requirements.txt -r scripts/requirements.txt -r python/tests/requirements.txt