Add mini model weights

This commit is contained in:
Deaglan Bartlett 2024-06-14 16:34:27 +02:00
parent 2016ef0599
commit b966c4f95e
6 changed files with 97 additions and 93 deletions

View File

@ -4,9 +4,9 @@ VERBOSE_LEVEL = 2
N0 = 128
N1 = 128
N2 = 128
L0 = 500.0
L1 = 500.0
L2 = 500.0
L0 = 250.0
L1 = 250.0
L2 = 250.0
corner0 = -250.0
corner1 = -250.0
corner2 = -250.0
@ -66,8 +66,8 @@ z0 = 0
[emulator]
use_emulator = True
model_weights_path = /home/bartlett/mgborg_emulator/weights/d2d_borg.pt
architecture = StyledVNet
model_weights_path = /home/bartlett/mgborg_emulator/weights/d2d_borg_mini.pt
architecture = StyledVNet_distill
use_float64 = False
use_pad_and_NN = True
requires_grad = False

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@ -139,7 +139,7 @@ class GaussianLikelihood(borg.likelihood.BaseLikelihood):
self.fwd.forwardModel_v2(s_hat)
self.fwd.getDensityFinal(output_density)
state["BORG_final_density"][:] = output_density
output_density += np.random.normal(size=self.fwd.getOutputBoxModel().N) * self.getModelParam('nullforward', 'gauss_sigma')
output_density += np.random.normal(size=self.fwd.getOutputBoxModel().N) * self.fwd_param.getModelParam('nullforward', 'gauss_sigma')
state["mock"][:] = output_density
else:
raise NotImplementedError
@ -157,7 +157,7 @@ class GaussianLikelihood(borg.likelihood.BaseLikelihood):
"""
sigma = self.fwd_param.getModelParam('nullforward', 'gauss_sigma')
lkl = (self.data - output_density)**2 / (2. * sigma ** 2) + 0.5 * jnp.log(2 * jnp.pi * sigma**2)
lkl = (self.delta - output_density)**2 / (2. * sigma ** 2) + 0.5 * jnp.log(2 * jnp.pi * sigma**2)
lkl = jnp.sum(lkl)
if not jnp.isfinite(lkl):
@ -187,9 +187,8 @@ class GaussianLikelihood(borg.likelihood.BaseLikelihood):
self.fwd.getDensityFinal(output_density)
self.delta = output_density
self.vel = output_velocity
L = self.dens2like(output_density, output_velocity)
L = self.dens2like(output_density)
myprint(f"var(s_hat): {np.var(s_hat)}, Call to logLike: {L}")
return L
@ -365,7 +364,8 @@ def build_gravity_model(state: borg.likelihood.MarkovState, box: borg.forward.Bo
chain.addModel(emu)
# DIFFERENT TO LUDVIG - CHECK THIS
chain @= emu
# chain @= emu
chain.addModel(emu)
# This is the forward model for the model parameters
fwd_param = borg.forward.ChainForwardModel(box)

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@ -1,19 +1,21 @@
Memory still allocated at the end: 479.03 MB
Memory still allocated at the end: 794.03 MB
Statistics per context (name, allocated, freed, peak)
======================
*none* 64.0001 122.07 312.32
BORG LPT MODEL 113.12 0 553.44
*none* 128 105.82 790.1
BORG LPT MODEL 339.36 226.24 869.35
BORGForwardModel::setup 0.000205994 0 216.82
BorgLptModel::BorgLptModel 144 0 216.82
[/home/bartlett/borg/libLSS/physics/chain_forward_model.cpp]virtual void LibLSS::ChainForwardModel::forwardModel_v2(ModelInput<3>) 160 16.25 617.35
[/home/bartlett/borg/libLSS/physics/chain_forward_model.cpp]virtual void LibLSS::ChainForwardModel::forwardModel_v2(ModelInput<3>) 576 146.25 932.85
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]void LibLSS::BORGForwardModel::setupDefault() 64 0 72.8201
[/home/bartlett/borg/libLSS/physics/forwards/borg_lpt.cpp]std::shared_ptr<BORGForwardModel> build_borg_lpt(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) [Grid = LibLSS::ClassicCloudInCell<double, false, true>] 0 0 8.82007
[/home/bartlett/borg/libLSS/physics/forwards/particle_balancer/balanceinfo.hpp]void LibLSS::BalanceInfo::allocate(MPI_Communication *, size_t) 16.16 0 569.6
[/home/bartlett/borg/libLSS/physics/forwards/particle_balancer/balanceinfo.hpp]void LibLSS::BalanceInfo::allocate(MPI_Communication *, size_t) 48.48 32.32 869.35
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]std::shared_ptr<BORGForwardModel> build_primordial_as(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) 4.41 7.62939e-06 4.41006
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]std::shared_ptr<BORGForwardModel> build_class(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) 4.41 7.62939e-06 8.82008
[/home/bartlett/borg/libLSS/physics/model_io/base.hpp]void LibLSS::detail_model::ModelIO<3>::transfer(ModelIO<Nd> &&) [Nd = 3] 0 130 0
[/home/bartlett/borg/libLSS/samplers/core/gridLikelihoodBase.cpp]LibLSS::GridDensityLikelihoodBase<3>::GridDensityLikelihoodBase(MPI_Communication *, const GridSizes &, const GridLengths &) [Dims = 3] 64 32.5 280.82
[/home/bartlett/borg/libLSS/tools/mpi/ghost_planes.hpp]void LibLSS::GhostPlanes<std::complex<double>, 2>::setup(MPI_Communication *, PlaneList &&, PlaneSet &&, DimList &&, size_t) [T = std::complex<double>, Nd = 2, PlaneList = std::set<long> &, PlaneSet = std::set<long> &, DimList = std::array<long, 2> &] 7.62939e-06 0.000495911 5.34058e-05
[/home/bartlett/borg/python/pyforward.cpp]void do_get_density_final(BORGForwardModel *, py::array) 96 48.75 916.1
dispatch_plane_map 0.000988007 0.000499725 0.00104141
lpt_ic 32 16.25 601.6
lpt_ic 96 48.75 901.35

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@ -1,63 +1,63 @@
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(fftw_dft_r2hc_register 0 #x10bdd #x10bdd #x0 #xed14e8ff #x6a3fa4af #xcf6bc976 #x9ed6862b)
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(fftw_dft_thr_vrank_geq1_register 0 #x10bdd #x10bdd #x0 #x8e7540ba #xdf13a27a #xc5dfd29d #xcc18c450)
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(fftw_rdft2_thr_vrank_geq1_register 0 #x10bdd #x10bdd #x0 #xde80c147 #x2f2b1766 #x646a051f #xbce0e7ea)
(fftw_dft_nop_register 0 #x10bdd #x10bdd #x0 #xa211000f #x16096f47 #x8977fda7 #x5859feab)
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(fftw_codelet_r2cb_8 2 #x10bdd #x10bdd #x0 #xcc33ac01 #x3a093b70 #xce721838 #xe388f482)
)

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@ -4,55 +4,57 @@ Cumulative timing spent in different context
--------------------------------------------
Context, Total time (seconds)
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]void LibLSS::ForwardModel::setCosmoParams(const CosmologicalParameters &) 39 2.96271
[/home/bartlett/borg/libLSS/physics/chain_forward_model.cpp]virtual void LibLSS::ChainForwardModel::forwardModel_v2(ModelInput<3>) 1 2.54629
[/home/bartlett/borg/libLSS/physics/forwards/borg_lpt.cpp]virtual void LibLSS::BorgLptModel<>::updateCosmo() [CIC = LibLSS::ClassicCloudInCell<double, false, true>] 4 0.882557
lightcone computation 1 0.878502
[/home/bartlett/borg/libLSS/physics/cosmo.cpp]void LibLSS::Cosmology::precompute_com2a() 1 0.678918
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]virtual void LibLSS::ForwardClass::updateCosmo() 4 0.593989
[/home/bartlett/borg/libLSS/physics/class_cosmo.cpp]LibLSS::ClassCosmo::ClassCosmo(const CosmologicalParameters &, unsigned int, double, std::string, unsigned int, const std::map<std::string, std::string> &) 1 0.482735
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]std::shared_ptr<BORGForwardModel> build_primordial_as(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) 1 0.222871
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]std::shared_ptr<BORGForwardModel> build_class(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) 1 0.202131
BORG LPT MODEL 1 0.193024
BORG forward model 1 0.191335
lpt_ic 1 0.186872
[/home/bartlett/borg/libLSS/physics/cosmo.cpp]void LibLSS::Cosmology::precompute_d_plus() 1 0.174369
[/home/bartlett/borg/libLSS/physics/forwards/lpt/borg_fwd_lpt.cpp]virtual void LibLSS::BorgLptModel<>::getDensityFinal(ModelOutput<3>) [CIC = LibLSS::ClassicCloudInCell<double, false, true>] 1 0.0468955
Classic CIC projection 1 0.0429608
FFTW_Manager::execute_c2r 3 0.0177956
[/home/bartlett/borg/libLSS/physics/forwards/borg_lpt.cpp]std::shared_ptr<BORGForwardModel> build_borg_lpt(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) [Grid = LibLSS::ClassicCloudInCell<double, false, true>] 1 0.0122158
BorgLptModel::BorgLptModel 1 0.0117337
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]LibLSS::Hermiticity_fixer<double, 3>::Hermiticity_fixer(Mgr_p) [T = double, Nd = 3] 1 0.00922349
[/home/bartlett/borg/libLSS/tools/mpi/ghost_planes.hpp]void LibLSS::GhostPlanes<std::complex<double>, 2>::setup(MPI_Communication *, PlaneList &&, PlaneSet &&, DimList &&, size_t) [T = std::complex<double>, Nd = 2, PlaneList = std::set<long> &, PlaneSet = std::set<long> &, DimList = std::array<long, 2> &] 1 0.00915645
FFTW_Manager::create_r2c_plan 3 0.00870736
[/home/bartlett/borg/python/pyforward.cpp]void transfer_in(std::shared_ptr<BORGForwardModel::DFT_Manager> &, T &, U &, bool) [T = boost::multi_array_ref<std::complex<double>, 3>, U = pybind11::detail::unchecked_reference<std::complex<double>, 3>] 1 0.00718587
dispatch_plane_map 1 0.00579799
FFTW_Manager::create_c2r_plan 2 0.00561102
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]void LibLSS::BORGForwardModel::setupDefault() 1 0.00491136
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]virtual void LibLSS::ForwardPrimordial_As::updateCosmo() 8 0.00461581
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]void LibLSS::ForwardPrimordial_As::updatePower() 4 0.00431693
[/home/bartlett/borg/libLSS/samplers/core/gridLikelihoodBase.cpp]LibLSS::GridDensityLikelihoodBase<3>::GridDensityLikelihoodBase(MPI_Communication *, const GridSizes &, const GridLengths &) [Dims = 3] 1 0.0029058
[/home/bartlett/borg/libLSS/physics/hermitic.hpp]virtual void LibLSS::ForwardHermiticOperation::getDensityFinal(ModelOutput<3>) 1 0.00258788
[/home/bartlett/borg/libLSS/physics/forwards/particle_balancer/balanceinfo.hpp]void LibLSS::BalanceInfo::allocate(MPI_Communication *, size_t) 1 0.00160495
BORGForwardModel::setup 9 0.00148339
Initializing peer system 15 0.00125319
[/home/bartlett/borg/libLSS/physics/forwards/adapt_generic_bias.cpp]void (anonymous namespace)::bias_registrator() 1 0.0011465
[/home/bartlett/borg/libLSS/physics/class_cosmo.cpp]void LibLSS::ClassCosmo::retrieve_Tk(const double) 2 0.00064302
[/home/bartlett/borg/libLSS/physics/class_cosmo.cpp]void LibLSS::ClassCosmo::reinterpolate(const array_ref_1d &, const array_ref_1d &, LibLSS::auto_interpolator<double> &) 6 0.000562291
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]void LibLSS::Hermiticity_fixer<double, 3>::forward(CArrayRef &) [T = double, Nd = 3] 1 0.00051675
[/home/bartlett/borg/libLSS/physics/model_io.cpp]virtual LibLSS::detail_output::ModelOutputBase<3>::~ModelOutputBase() [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 14 0.000265913
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]typename std::enable_if<Dim != 1, void>::type fix_plane(Mgr &, Ghosts &&, CArray &&, size_t *) [rank = 0UL, Mgr = LibLSS::FFTW_Manager<double, 3>, Ghosts = (lambda at /home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp:212:7), CArray = boost::detail::multi_array::multi_array_view<std::complex<double>, 2>, Dim = 2UL] 1 0.000250649
gather_peer_by_plane 1 0.00023947
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]typename std::enable_if<Dim != 1, void>::type fix_plane(Mgr &, Ghosts &&, CArray &&, size_t *) [rank = 0UL, Mgr = LibLSS::FFTW_Manager<double, 3>, Ghosts = (lambda at /home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp:218:7), CArray = boost::detail::multi_array::multi_array_view<std::complex<double>, 2>, Dim = 2UL] 1 0.000165529
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_output::ModelOutputBase<3>::transfer(ModelOutputBase<Nd, Super> &&) [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 9 7.3155e-05
ghost synchronize 1 3.1071e-05
[/home/bartlett/borg/libLSS/physics/model_io/base.hpp]void LibLSS::detail_model::ModelIO<3>::transfer(ModelIO<Nd> &&) [Nd = 3] 30 2.4868e-05
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]virtual void LibLSS::ForwardClass::forwardModel_v2(ModelInput<3>) 1 1.2496e-05
[/home/bartlett/borg/libLSS/physics/model_io.cpp]virtual void LibLSS::detail_output::ModelOutputBase<3>::close() [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 14 1.2394e-05
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]virtual void LibLSS::ForwardPrimordial_As::forwardModel_v2(ModelInput<3>) 1 1.231e-05
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]virtual void LibLSS::ForwardClass::setModelParams(const ModelDictionnary &) 1 9.429e-06
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_input::ModelInputBase<3>::setRequestedIO(PreferredIO) [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 5 3.766e-06
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_output::ModelOutputBase<3>::setRequestedIO(PreferredIO) [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 4 3.162e-06
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_input::ModelInputBase<3>::needDestroyInput() [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 1 2.173e-06
particle distribution 1 1.5e-06
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]virtual void LibLSS::ForwardModel::setModelParams(const ModelDictionnary &) 1 1.258e-06
[/home/bartlett/borg/libLSS/physics/chain_forward_model.cpp]virtual void LibLSS::ChainForwardModel::forwardModel_v2(ModelInput<3>) 3 7.47028
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]void LibLSS::ForwardModel::setCosmoParams(const CosmologicalParameters &) 39 3.16316
[/home/bartlett/borg/libLSS/physics/forwards/borg_lpt.cpp]virtual void LibLSS::BorgLptModel<>::updateCosmo() [CIC = LibLSS::ClassicCloudInCell<double, false, true>] 4 0.886214
lightcone computation 1 0.882172
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]virtual void LibLSS::ForwardClass::updateCosmo() 4 0.688609
[/home/bartlett/borg/libLSS/physics/cosmo.cpp]void LibLSS::Cosmology::precompute_com2a() 1 0.682768
[/home/bartlett/borg/libLSS/physics/class_cosmo.cpp]LibLSS::ClassCosmo::ClassCosmo(const CosmologicalParameters &, unsigned int, double, std::string, unsigned int, const std::map<std::string, std::string> &) 1 0.580126
BORG LPT MODEL 3 0.549361
BORG forward model 3 0.546568
lpt_ic 3 0.532985
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]std::shared_ptr<BORGForwardModel> build_primordial_as(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) 1 0.205115
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]std::shared_ptr<BORGForwardModel> build_class(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) 1 0.185887
[/home/bartlett/borg/libLSS/physics/cosmo.cpp]void LibLSS::Cosmology::precompute_d_plus() 1 0.173843
[/home/bartlett/borg/libLSS/physics/forwards/lpt/borg_fwd_lpt.cpp]virtual void LibLSS::BorgLptModel<>::getDensityFinal(ModelOutput<3>) [CIC = LibLSS::ClassicCloudInCell<double, false, true>] 3 0.146025
Classic CIC projection 3 0.134445
FFTW_Manager::execute_c2r 9 0.0411386
[/home/bartlett/borg/python/pyforward.cpp]void do_get_density_final(BORGForwardModel *, py::array) 3 0.0144515
[/home/bartlett/borg/libLSS/physics/forwards/borg_lpt.cpp]std::shared_ptr<BORGForwardModel> build_borg_lpt(std::shared_ptr<MPI_Communication>, const BoxModel &, const PropertyProxy &) [Grid = LibLSS::ClassicCloudInCell<double, false, true>] 1 0.011843
[/home/bartlett/borg/python/pyforward.cpp]void transfer_in(std::shared_ptr<BORGForwardModel::DFT_Manager> &, T &, U &, bool) [T = boost::multi_array_ref<std::complex<double>, 3>, U = pybind11::detail::unchecked_reference<std::complex<double>, 3>] 3 0.0115407
BorgLptModel::BorgLptModel 1 0.0113507
FFTW_Manager::create_r2c_plan 3 0.00863246
[/home/bartlett/borg/libLSS/physics/chain_forward_model.cpp]virtual void LibLSS::ChainForwardModel::getDensityFinal(ModelOutput<3>) 3 0.00808914
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]LibLSS::Hermiticity_fixer<double, 3>::Hermiticity_fixer(Mgr_p) [T = double, Nd = 3] 1 0.00807813
[/home/bartlett/borg/libLSS/physics/hermitic.hpp]virtual void LibLSS::ForwardHermiticOperation::getDensityFinal(ModelOutput<3>) 3 0.00804503
[/home/bartlett/borg/libLSS/tools/mpi/ghost_planes.hpp]void LibLSS::GhostPlanes<std::complex<double>, 2>::setup(MPI_Communication *, PlaneList &&, PlaneSet &&, DimList &&, size_t) [T = std::complex<double>, Nd = 2, PlaneList = std::set<long> &, PlaneSet = std::set<long> &, DimList = std::array<long, 2> &] 1 0.0080289
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]virtual void LibLSS::ForwardPrimordial_As::updateCosmo() 8 0.00652973
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]void LibLSS::ForwardPrimordial_As::updatePower() 4 0.00618134
dispatch_plane_map 1 0.00604334
FFTW_Manager::create_c2r_plan 2 0.00517805
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]void LibLSS::BORGForwardModel::setupDefault() 1 0.00498302
[/home/bartlett/borg/libLSS/samplers/core/gridLikelihoodBase.cpp]LibLSS::GridDensityLikelihoodBase<3>::GridDensityLikelihoodBase(MPI_Communication *, const GridSizes &, const GridLengths &) [Dims = 3] 1 0.00278666
[/home/bartlett/borg/libLSS/physics/forwards/particle_balancer/balanceinfo.hpp]void LibLSS::BalanceInfo::allocate(MPI_Communication *, size_t) 3 0.00201123
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]void LibLSS::Hermiticity_fixer<double, 3>::forward(CArrayRef &) [T = double, Nd = 3] 3 0.0014942
BORGForwardModel::setup 9 0.00147451
Initializing peer system 15 0.0012766
[/home/bartlett/borg/libLSS/physics/forwards/adapt_generic_bias.cpp]void (anonymous namespace)::bias_registrator() 1 0.00114071
[/home/bartlett/borg/libLSS/physics/model_io.cpp]virtual LibLSS::detail_output::ModelOutputBase<3>::~ModelOutputBase() [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 55 0.000860762
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]typename std::enable_if<Dim != 1, void>::type fix_plane(Mgr &, Ghosts &&, CArray &&, size_t *) [rank = 0UL, Mgr = LibLSS::FFTW_Manager<double, 3>, Ghosts = (lambda at /home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp:212:7), CArray = boost::detail::multi_array::multi_array_view<std::complex<double>, 2>, Dim = 2UL] 3 0.000777622
[/home/bartlett/borg/libLSS/physics/model_io/base.hpp]void LibLSS::detail_model::ModelIO<3>::transfer(ModelIO<Nd> &&) [Nd = 3] 117 0.000676022
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_output::ModelOutputBase<3>::transfer(ModelOutputBase<Nd, Super> &&) [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 45 0.000662925
[/home/bartlett/borg/libLSS/physics/class_cosmo.cpp]void LibLSS::ClassCosmo::retrieve_Tk(const double) 2 0.000640635
[/home/bartlett/borg/libLSS/physics/class_cosmo.cpp]void LibLSS::ClassCosmo::reinterpolate(const array_ref_1d &, const array_ref_1d &, LibLSS::auto_interpolator<double> &) 6 0.000556869
[/home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp]typename std::enable_if<Dim != 1, void>::type fix_plane(Mgr &, Ghosts &&, CArray &&, size_t *) [rank = 0UL, Mgr = LibLSS::FFTW_Manager<double, 3>, Ghosts = (lambda at /home/bartlett/borg/libLSS/tools/hermiticity_fixup.cpp:218:7), CArray = boost::detail::multi_array::multi_array_view<std::complex<double>, 2>, Dim = 2UL] 3 0.000503513
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]virtual void LibLSS::ForwardClass::forwardModel_v2(ModelInput<3>) 3 0.000208297
[/home/bartlett/borg/libLSS/physics/forwards/primordial_as.cpp]virtual void LibLSS::ForwardPrimordial_As::forwardModel_v2(ModelInput<3>) 3 0.000195346
gather_peer_by_plane 1 0.000123947
ghost synchronize 3 6.3635e-05
[/home/bartlett/borg/libLSS/physics/model_io.cpp]virtual void LibLSS::detail_output::ModelOutputBase<3>::close() [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 55 5.0161e-05
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_output::ModelOutputBase<3>::setRequestedIO(PreferredIO) [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 21 1.7505e-05
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_input::ModelInputBase<3>::setRequestedIO(PreferredIO) [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 18 1.3589e-05
[/home/bartlett/borg/libLSS/physics/forwards/transfer_class.cpp]virtual void LibLSS::ForwardClass::setModelParams(const ModelDictionnary &) 1 9.548e-06
[/home/bartlett/borg/libLSS/physics/model_io.cpp]void LibLSS::detail_input::ModelInputBase<3>::needDestroyInput() [Nd = 3, Super = LibLSS::detail_model::ModelIO<3>] 3 5.335e-06
particle distribution 3 4.224e-06
[/home/bartlett/borg/libLSS/physics/forward_model.cpp]virtual void LibLSS::ForwardModel::setModelParams(const ModelDictionnary &) 1 1.46e-06

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