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Fix sharding error (#37)
* Use cosmo as arg for the ODE function * Update examples * format * notebook update * fix tests * add correct annotations for weights in painting and warning for cic_paint in distributed pm * update test_against_fpm * update distributed tests and add jacfwd jacrev and vmap tests * format * add Caveats to notebook readme * final touches * update Growth.py to allow using FastPM solver * fix 2D painting when input is (X , Y , 2) shape * update cic read halo size and notebooks examples * Allow env variable control of caching in growth * Format * update test jax version * update notebooks/03-MultiGPU_PM_Halo.ipynb * update numpy install in wf * update tolerance :) * reorganize install in test workflow * update tests * add mpi4py * update tests.yml * update tests * update wf * format * make normal_field signature consistent with jax.random.normal * update by default normal_field dtype to match JAX * format * debug test workflow * format * debug test workflow * updating tests * fix accuracy * fixed tolerance * adding caching * Update conftest.py * Update tolerance and precision settings in distributed PM tests * revererting back changes to growth.py --------- Co-authored-by: Francois Lanusse <fr.eiffel@gmail.com> Co-authored-by: Francois Lanusse <EiffL@users.noreply.github.com>
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17 changed files with 675 additions and 298 deletions
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@ -44,7 +44,7 @@ def simulation_config(request):
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return request.param
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@pytest.fixture(scope="session", params=[0.1, 0.5, 0.8])
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@pytest.fixture(scope="session", params=[0.1, 0.2])
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def lpt_scale_factor(request):
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return request.param
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@ -151,7 +151,7 @@ def nbody_from_lpt1(solver, fpm_lpt1, particle_mesh, lpt_scale_factor):
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if lpt_scale_factor == 0.8:
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pytest.skip("Do not run nbody simulation from scale factor 0.8")
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stages = np.linspace(lpt_scale_factor, 1.0, 10, endpoint=True)
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stages = np.linspace(lpt_scale_factor, 1.0, 100, endpoint=True)
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finalstate = solver.nbody(fpm_lpt1, leapfrog(stages))
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fpm_mesh = particle_mesh.paint(finalstate.X).value
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@ -167,7 +167,7 @@ def nbody_from_lpt2(solver, fpm_lpt2, particle_mesh, lpt_scale_factor):
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if lpt_scale_factor == 0.8:
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pytest.skip("Do not run nbody simulation from scale factor 0.8")
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stages = np.linspace(lpt_scale_factor, 1.0, 10, endpoint=True)
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stages = np.linspace(lpt_scale_factor, 1.0, 100, endpoint=True)
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finalstate = solver.nbody(fpm_lpt2, leapfrog(stages))
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fpm_mesh = particle_mesh.paint(finalstate.X).value
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