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test_3d_reader_and_exact_block (tests.test_pilot.PilotTests.test_3d_reader_and_exact_block) ... ok
test_bfloat16 (tests.test_pilot.PilotTests.test_bfloat16) ... ok
test_directional_replacement_error_and_scaling (tests.test_pilot.PilotTests.test_directional_replacement_error_and_scaling) ... ok
test_end_to_end_synthetic_groups_and_savings (tests.test_pilot.PilotTests.test_end_to_end_synthetic_groups_and_savings) ... Inventory: 4 tensors, 33792 bytes
tensor: sampling 4 objects
block: sampling 22 objects
block: verified 100/109
{"model": "synthetic", "revision": "test", "tensor_count": 4, "parameter_count": 8448, "model_weight_bytes": 33792, "ndim_counts": {"2": 2, "3": 2}, "elapsed_seconds": 0.09112083166837692, "analysis_budget_seconds": 60, "peak_rss_kib": 55772, "python": "3.14.4", "numpy": "2.5.4", "seed": 20261109, "limitations": ["No inference or functional equivalence measured", "No exhaustive pair search", "Block search uses per-role/shape/scale reservoirs of 256", "Different block scales overlap; savings must not be added", "Block savings count only verified disjoint sampled blocks, no extrapolation", "Spectral probes use aligned bounded subvolumes, not whole tensors", "Shared encoding is theoretical, not a runnable compressed checkpoint", "No cross-role grouping, neuron permutation alignment, or training"], "completed": true}
ok
test_no_transitive_chaining (tests.test_pilot.PilotTests.test_no_transitive_chaining) ... ok
test_ranged_download_preserves_prefix (tests.test_pilot.PilotTests.test_ranged_download_preserves_prefix) ... Weight download 36/36 bytes (100.0%)
ok
test_causal_convolution_and_norm_boundary (tests.test_functional.FunctionalTests.test_causal_convolution_and_norm_boundary) ... ok
test_causality_and_identical_function_metrics (tests.test_functional.FunctionalTests.test_causality_and_identical_function_metrics) ... ok
test_neuron_function_metrics_and_targeted_replacement (tests.test_functional.FunctionalTests.test_neuron_function_metrics_and_targeted_replacement) ... ok
test_nonrotary_gain_identity_and_rotary_negative_control (tests.test_functional.FunctionalTests.test_nonrotary_gain_identity_and_rotary_negative_control) ... ok
test_streamed_projection_embedding_and_output_head (tests.test_functional.FunctionalTests.test_streamed_projection_embedding_and_output_head) ... ok
test_uniform_rmsnorm_function_bound_is_tight (tests.test_functional.FunctionalTests.test_uniform_rmsnorm_function_bound_is_tight) ... ok
test_assignment_against_exhaustive_and_inverse (tests.test_crossqkv.CrossQKVTests.test_assignment_against_exhaustive_and_inverse) ... ok
test_cached_mode_rejects_future_state_reuse (tests.test_crossqkv.CrossQKVTests.test_cached_mode_rejects_future_state_reuse) ... ok
test_controls_cover_multiple_projection_layers (tests.test_crossqkv.CrossQKVTests.test_controls_cover_multiple_projection_layers) ... ok
test_head_matrix_metrics_and_gram_are_diagnostic (tests.test_crossqkv.CrossQKVTests.test_head_matrix_metrics_and_gram_are_diagnostic) ... ok
test_probability_identity_and_nontrivial_queries (tests.test_crossqkv.CrossQKVTests.test_probability_identity_and_nontrivial_queries) ... ok
test_profile_matches_canonical_and_head_sum (tests.test_crossqkv.CrossQKVTests.test_profile_matches_canonical_and_head_sum) ... ok
test_recipient_value_gate_output_and_gqa_group_stay_fixed (tests.test_crossqkv.CrossQKVTests.test_recipient_value_gate_output_and_gqa_group_stay_fixed) ... ok
test_topk_tail_rank_can_change_with_tiny_probability_difference (tests.test_crossqkv.CrossQKVTests.test_topk_tail_rank_can_change_with_tiny_probability_difference) ... ok
test_known_activity (tests.test_activation.ActivationTests.test_known_activity) ... ok
test_zero_and_scale (tests.test_activation.ActivationTests.test_zero_and_scale) ... ok
test_continuous_limits_and_undefined_zero (tests.test_dominance.DominanceTests.test_continuous_limits_and_undefined_zero) ... ok
test_joint_recomputation_null_and_saved_raw (tests.test_dominance.DominanceTests.test_joint_recomputation_null_and_saved_raw) ... baseline layer 0
baseline layer 1
ok
test_js_identity_and_disjoint (tests.test_dominance.DominanceTests.test_js_identity_and_disjoint) ... ok
test_mask_ranks_vary_by_token_and_recipient (tests.test_dominance.DominanceTests.test_mask_ranks_vary_by_token_and_recipient) ... ok
test_mixed_layer_forward_and_effective_qkv (tests.test_dominance.DominanceTests.test_mixed_layer_forward_and_effective_qkv) ... baseline layer 0
baseline layer 1
baseline layer 0
baseline layer 1
ok
test_effective_rows_equal_explicit_low_rank_output (tests.test_finetune_compare.FineTuneTests.test_effective_rows_equal_explicit_low_rank_output) ... ok
test_forward_and_head_decomposition_match_independent_overlay (tests.test_finetune_compare.FineTuneTests.test_forward_and_head_decomposition_match_independent_overlay) ... baseline layer 0
baseline layer 1
ok
test_zero_scale_preserves_original_and_bad_metadata_rejected (tests.test_finetune_compare.FineTuneTests.test_zero_scale_preserves_original_and_bad_metadata_rejected) ... ok
----------------------------------------------------------------------
Ran 30 tests in 23.124s
OK