test_padis_reconstruction_matrix.py

Source: tests/experiments/test_padis_reconstruction_matrix.py

Test padis reconstruction matrix behaviour.

MATRIX_SCRIPT

test_legacy_method_and_experiment_aliases_build_canonical_jobs(tmp_path)

Verify that legacy method and experiment aliases build canonical jobs.

test_training_root_preset_resolves_gcp_final_model_root(tmp_path)

Verify that training root preset resolves gcp final model root.

test_training_root_preset_resolves_slurm_final_model_root_from_stamp(tmp_path)

Verify that training root preset resolves slurm final model root from stamp.

test_explicit_training_root_overrides_preset(tmp_path)

Verify that explicit training root overrides preset.

test_method_default_matrix_uses_method_specific_models(tmp_path)

Verify that method default matrix uses method specific models.

test_method_default_matrix_uses_native_512_model_for_512_experiment(tmp_path)

Verify that method default matrix uses native 512 model for 512 experiment.

test_min_intense_checkpoint_policy_selects_validation_intensive_models(tmp_path)

Verify that min intense checkpoint policy selects validation intensive models.

test_hparam_defaults_apply_best_fixedval_candidate_args(tmp_path)

Verify that hparam defaults apply best fixedval candidate args.

test_hparam_defaults_can_be_generated_and_loaded_from_json(tmp_path)

Verify that hparam defaults can be generated and loaded from json.

test_full_model_exact_experiment_does_not_leak_into_default_models(tmp_path)

Verify that full model exact experiment does not leak into default models.

test_hparam_defaults_consensus_prefers_cross_experiment_candidate(tmp_path)

Verify that hparam defaults consensus prefers cross experiment candidate.

test_hparam_consensus_json_applies_to_all_experiments(tmp_path)

Verify that hparam consensus json applies to all experiments.

test_checked_in_hparam_defaults_cover_slurm_default_matrix(tmp_path)

Verify that checked in hparam defaults cover slurm default matrix.

test_slurm_and_gcp_matrix_launchers_pass_hparam_defaults()

Verify that slurm and gcp matrix launchers pass hparam defaults.

test_hparam_summary_ranking_prefers_ssim_mae_over_tiny_psnr_gain()

Verify that hparam summary ranking prefers ssim mae over tiny psnr gain.

test_external_model_staging_links_default_pnp_checkpoint_name(tmp_path)

Verify that external model staging links default pnp checkpoint name.

test_hparam_defaults_fall_back_to_ct20_for_higher_view_experiments(tmp_path)

Verify that hparam defaults fall back to ct20 for higher view experiments.

test_gcp_spot_job_order_defers_512_until_after_fixed_overlap_rows(tmp_path)

Verify that gcp spot job order defers 512 until after fixed overlap rows.

test_reconstruction_smoke_selector_has_six_expected_jobs(tmp_path)

Verify that reconstruction smoke selector has six expected jobs.

test_method_command_contains_method_and_expected_checkpoint_family(tmp_path)

Verify that method command contains method and expected checkpoint family.

test_input_check_reports_missing_required_checkpoints_once(tmp_path)

Verify that input check reports missing required checkpoints once.

test_job_manifest_contains_verifier_identity_fields(tmp_path)

Verify that job manifest contains verifier identity fields.

test_whole_image_lion_physics_fanbeam_uses_stabilized_epsilon(tmp_path)

Verify that whole image lion physics fanbeam uses stabilized epsilon.

test_job_manifest_contains_expected_sampler_settings(tmp_path)

Verify that job manifest contains expected sampler settings.

test_public_repo_manifest_contains_public_sampler_settings(tmp_path)

Verify that public repo manifest contains public sampler settings.

test_job_manifest_contains_expected_method_settings(tmp_path)

Verify that job manifest contains expected method settings.

test_full_method_default_matrix_has_requested_core_grid(tmp_path)

Verify that full method default matrix has requested core grid.

test_full_lion_physics_matrix_uses_lipschitz_scaled_data_updates(tmp_path)

Verify that full lion physics matrix uses lipschitz scaled data updates.

test_paper_matrix_uses_method_specific_experiment_sets(tmp_path)

Verify that paper matrix uses method specific experiment sets.

test_method_default_matrix_excludes_whole_image_512_rows(tmp_path)

Verify that method default matrix excludes whole image 512 rows.

test_paper_matrix_includes_8_view_rows_for_all_table1_methods(tmp_path)

Verify that paper matrix includes 8 view rows for all table1 methods.

test_trained_ablation_matrix_appends_trained_checkpoint_families(tmp_path)

Verify that trained ablation matrix appends trained checkpoint families.

test_schedule_init_grid_covers_256_experiments_for_lion_and_public(tmp_path)

Verify that schedule init grid covers 256 experiments for lion and public.

test_patch_and_dataset_ablation_selector_excludes_position_row(tmp_path)

Verify that patch and dataset ablation selector excludes position row.

test_position_ablation_includes_noise_and_fdk_initialization_rows(tmp_path)

Verify that position ablation includes noise and fdk initialization rows.

test_ablations_do_not_expand_explicit_model_selection(tmp_path)

Verify that ablations do not expand explicit model selection.

test_public_repo_implementation_is_restricted_to_public_sampler_methods(tmp_path)

Verify that public repo implementation is restricted to public sampler methods.

test_public_repo_implementation_allows_public_sampler_methods(tmp_path)

Verify that public repo implementation allows public sampler methods.

test_lion_quality_implementation_can_be_selected_for_stabilized_rows(tmp_path)

Verify that lion quality implementation can be selected for stabilized rows.

test_lion_physics_implementation_uses_operator_normalized_settings(tmp_path)

Verify that lion physics implementation uses operator normalized settings.

test_method_default_rejects_off_paper_experiment_selection(tmp_path)

Verify that method default rejects off paper experiment selection.

test_method_default_can_allow_off_paper_experiment_selection(tmp_path)

Verify that method default can allow off paper experiment selection.

test_explicit_model_rejects_off_paper_experiment_selection(tmp_path)

Verify that explicit model rejects off paper experiment selection.

test_dry_run_lists_full_matrix_without_existing_checkpoints(tmp_path)

Verify that dry run lists full matrix without existing checkpoints.