foxhunt/ml_final_test.txt

   Compiling ml v1.0.0 (/home/jgrusewski/Work/foxhunt/ml)
warning: unused import: `Var`
  --> ml/src/memory_optimization/qat.rs:37:42
   |
37 | use candle_core::{DType, Device, Tensor, Var};
   |                                          ^^^
   |
   = note: `#[warn(unused_imports)]` on by default

warning: unused import: `candle_nn::VarMap`
  --> ml/src/memory_optimization/qat.rs:38:5
   |
38 | use candle_nn::VarMap;
   |     ^^^^^^^^^^^^^^^^^

warning: unnecessary qualification
   --> ml/src/tft/quantized_attention.rs:363:18
    |
363 |         let vs = candle_nn::VarBuilder::from_varmap(&varmap, DType::F32, &device);
    |                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    |
    = note: requested on the command line with `-W unused-qualifications`
help: remove the unnecessary path segments
    |
363 -         let vs = candle_nn::VarBuilder::from_varmap(&varmap, DType::F32, &device);
363 +         let vs = VarBuilder::from_varmap(&varmap, DType::F32, &device);
    |

warning: unused import: `chrono::Utc`
   --> ml/src/data_validation/validator.rs:386:9
    |
386 |     use chrono::Utc;
    |         ^^^^^^^^^^^

warning: unused variable: `opt`
   --> ml/src/trainers/tft.rs:957:37
    |
957 |                 if let Some(ref mut opt) = self.optimizer {
    |                                     ^^^ help: if this is intentional, prefix it with an underscore: `_opt`
    |
    = note: `#[warn(unused_variables)]` on by default

warning: variable `control_count` is assigned to, but never used
   --> ml/src/ensemble/ab_testing.rs:774:17
    |
774 |         let mut control_count = 0;
    |                 ^^^^^^^^^^^^^
    |
    = note: consider using `_control_count` instead

warning: unused variable: `rng`
   --> ml/src/ensemble/ab_testing.rs:879:17
    |
879 |         let mut rng = rand::thread_rng();
    |                 ^^^ help: if this is intentional, prefix it with an underscore: `_rng`

warning: variable does not need to be mutable
   --> ml/src/ensemble/ab_testing.rs:879:13
    |
879 |         let mut rng = rand::thread_rng();
    |             ----^^^
    |             |
    |             help: remove this `mut`
    |
    = note: `#[warn(unused_mut)]` on by default

warning: variable does not need to be mutable
   --> ml/src/mamba/trainable_adapter.rs:434:13
    |
434 |         let mut model = Mamba2SSM::new(config.clone(), &device)?;
    |             ----^^^^^
    |             |
    |             help: remove this `mut`

warning: unused variable: `i`
   --> ml/src/security/anomaly_detector.rs:453:13
    |
453 |         for i in 0..10 {
    |             ^ help: if this is intentional, prefix it with an underscore: `_i`

warning: unused variable: `i`
   --> ml/src/security/prediction_validator.rs:484:13
    |
484 |         for i in 0..100 {
    |             ^ help: if this is intentional, prefix it with an underscore: `_i`

warning: unused variable: `i`
   --> ml/src/security/prediction_validator.rs:523:13
    |
523 |         for i in 0..100 {
    |             ^ help: if this is intentional, prefix it with an underscore: `_i`

warning: variable does not need to be mutable
   --> ml/src/tft/quantized_attention.rs:584:13
    |
584 |         let mut attention = create_test_attention();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/tft/trainable_adapter.rs:630:13
    |
630 |         let mut model = TrainableTFT::new(config.clone())?;
    |             ----^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
    --> ml/src/tft/mod.rs:1213:13
     |
1213 |         let mut tft = TemporalFusionTransformer::new_with_device(config.clone(), device.clone())
     |             ----^^^
     |             |
     |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/feature_extraction.rs:397:13
    |
397 |         let mut extractor = FeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/feature_extraction.rs:409:13
    |
409 |         let mut extractor = FeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: unused variable: `adaptive`
   --> ml/src/features/regime_adaptive.rs:383:13
    |
383 |         let adaptive = RegimeAdaptiveFeatures::new(20, 100_000.0, 14);
    |             ^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_adaptive`

warning: unused variable: `adaptive`
   --> ml/src/features/regime_adaptive.rs:397:13
    |
397 |         let adaptive = RegimeAdaptiveFeatures::new(20, 100_000.0, 14);
    |             ^^^^^^^^ help: if this is intentional, prefix it with an underscore: `_adaptive`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:295:13
    |
295 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:303:13
    |
303 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:335:13
    |
335 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:357:13
    |
357 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:375:13
    |
375 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:411:13
    |
411 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:459:13
    |
459 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:507:13
    |
507 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/time_features.rs:585:13
    |
585 |         let mut extractor = TimeFeatureExtractor::new();
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/unified.rs:406:13
    |
406 |         let mut extractor = UnifiedFeatureExtractor::new(config, safety_manager);
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/unified.rs:419:13
    |
419 |         let mut extractor = UnifiedFeatureExtractor::new(config, safety_manager);
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/unified.rs:447:13
    |
447 |         let mut extractor = UnifiedFeatureExtractor::new(config, safety_manager);
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/unified.rs:469:13
    |
469 |         let mut extractor = UnifiedFeatureExtractor::new(config, safety_manager);
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: variable does not need to be mutable
   --> ml/src/features/unified.rs:494:13
    |
494 |         let mut extractor = UnifiedFeatureExtractor::new(config, safety_manager);
    |             ----^^^^^^^^^
    |             |
    |             help: remove this `mut`

warning: unused variable: `bars`
   --> ml/src/regime/orchestrator.rs:520:13
    |
520 |         let bars = create_test_bars(10, 100.0);
    |             ^^^^ help: if this is intentional, prefix it with an underscore: `_bars`

warning: variable `ranging_count` is assigned to, but never used
   --> ml/src/regime/ranging.rs:509:17
    |
509 |         let mut ranging_count = 0;
    |                 ^^^^^^^^^^^^^
    |
    = note: consider using `_ranging_count` instead

warning: type does not implement `std::fmt::Debug`; consider adding `#[derive(Debug)]` or a manual implementation
   --> ml/src/memory_optimization/qat.rs:231:1
    |
231 | / pub struct FakeQuantize {
232 | |     config: QATConfig,
233 | |     device: Device,
...   |
248 | |     training: bool,
249 | | }
    | |_^
    |
note: the lint level is defined here
   --> ml/src/lib.rs:40:9
    |
40  | #![warn(missing_debug_implementations)]
    |         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

warning: `ml` (lib test) generated 36 warnings (run `cargo fix --lib -p ml --tests` to apply 25 suggestions)
    Finished `release` profile [optimized] target(s) in 3m 55s
     Running unittests src/lib.rs (target/release/deps/ml-af7cfb44d3ddd29a)

running 1310 tests
test backtesting::barrier_backtest::tests::test_variance_calculation ... ok
test batch_processing::tests::test_aligned_buffer ... ok
test batch_processing::tests::test_aligned_buffer_invalid_alignment ... ok
test backtesting::barrier_backtest::tests::test_sharpe_ratio_calculation ... ok
test backtesting::barrier_backtest::tests::test_max_drawdown_calculation ... ok
test backtesting::barrier_backtest::tests::test_barrier_params_validation ... ok
test batch_processing::tests::test_activation_function_display ... ok
test batch_processing::tests::test_batch_processing_config_default ... ok
test batch_processing::tests::test_batch_processor_creation ... ok
test batch_processing::tests::test_element_wise_add ... ok
test batch_processing::tests::test_batch_size_auto_tuner_bounds ... ok
test batch_processing::tests::test_batch_size_auto_tuner ... ok
test batch_processing::tests::test_element_wise_dimension_mismatch ... ok
test batch_processing::tests::test_element_wise_divide ... ok
test batch_processing::tests::test_element_wise_divide_by_zero ... ok
test batch_processing::tests::test_element_wise_empty_inputs ... ok
test batch_processing::tests::test_element_wise_multiply ... ok
test batch_processing::tests::test_element_wise_subtract ... ok
test batch_processing::tests::test_matrix_multiply_dimension_mismatch ... ok
test batch_processing::tests::test_matrix_multiply ... ok
test batch_processing::tests::test_simd_capabilities_default ... ok
test benchmark::batch_size_finder::tests::test_batch_size_config_creation ... ok
test benchmark::batch_size_finder::tests::test_batch_size_config_with_target ... ok
test benchmark::batch_size_finder::tests::test_binary_search_all_fail ... ok
test benchmark::batch_size_finder::tests::test_binary_search_all_succeed ... ok
test benchmark::batch_size_finder::tests::test_binary_search_threshold ... ok
test benchmark::batch_size_finder::tests::test_binary_search_with_errors ... ok
test benchmark::batch_size_finder::tests::test_convergence_iterations ... ok
test benchmark::batch_size_finder::tests::test_finder_creation ... ok
test benchmark::batch_size_finder::tests::test_finder_with_custom_params ... ok
test benchmark::batch_size_finder::tests::test_safety_margin_clamping ... ok
test benchmark::data_loader::tests::test_data_statistics_default ... ok
test benchmark::data_loader::tests::test_dbn_data_loader_creation ... ok
test benchmark::batch_size_finder::tests::test_oom_error_detection ... ok
test benchmark::data_loader::tests::test_dbn_data_loader_with_symbols ... ok
test benchmark::data_loader::tests::test_extract_symbol_from_filename ... ok
test benchmark::data_loader::tests::test_market_data_point_validation ... ok
test benchmark::dqn_benchmark::tests::test_full_dqn_benchmark ... ignored
test benchmark::gpu_hardware::tests::test_error_display ... ok
test benchmark::mamba2_benchmark::tests::test_full_mamba2_benchmark ... ignored
test benchmark::dqn_benchmark::tests::test_dqn_config_creation ... ok
test benchmark::memory_profiler::tests::test_clear_snapshots ... ok
test benchmark::memory_profiler::tests::test_memory_report_real_gpu ... ignored
test benchmark::memory_profiler::tests::test_memory_snapshot_creation ... ok
test benchmark::memory_profiler::tests::test_memory_report_format ... ok
test benchmark::mamba2_benchmark::tests::test_mamba2_config_creation ... ok
test benchmark::memory_profiler::tests::test_memory_snapshot_zero_total ... ok
test benchmark::memory_profiler::tests::test_parse_nvidia_smi_output ... ok
test benchmark::memory_profiler::tests::test_parse_nvidia_smi_invalid_format ... ok
test benchmark::memory_profiler::tests::test_real_gpu_snapshot ... ignored
test benchmark::memory_profiler::tests::test_peak_avg_calculations ... ok
test benchmark::memory_profiler::tests::test_snapshot_performance ... ignored
test benchmark::memory_profiler::tests::test_profiler_creation ... ok
test benchmark::performance_tracker::tests::test_create_tracker ... ok
test benchmark::performance_tracker::tests::test_custom_threshold ... ok
test benchmark::ppo_benchmark::tests::test_batch_size_config_default ... ok
test benchmark::performance_tracker::tests::test_record_and_get_metrics ... ok
test benchmark::ppo_benchmark::tests::test_benchmark_statistics_default ... ok
test benchmark::ppo_benchmark::tests::test_ppo_benchmark_integration_with_real_data ... ignored
test batch_processing::tests::test_memory_pool ... ok
test batch_processing::tests::test_memory_pool_reuse ... ok
test benchmark::ppo_benchmark::tests::test_stability_metrics_default ... ok
test benchmark::stability_validator::tests::test_all_nan_scenario ... ok
test benchmark::stability_validator::tests::test_clear_metrics ... ok
test benchmark::stability_validator::tests::test_converging_loss ... ok
test benchmark::stability_validator::tests::test_custom_stagnant_threshold ... ok
test benchmark::stability_validator::tests::test_diverging_loss ... ok
test benchmark::stability_validator::tests::test_early_divergence_detection ... ok
test benchmark::stability_validator::tests::test_exploding_gradients ... ok
test benchmark::stability_validator::tests::test_gradient_norm_calculation ... ok
test benchmark::stability_validator::tests::test_healthy_gradients ... ok
test benchmark::stability_validator::tests::test_inf_detection ... ok
test benchmark::stability_validator::tests::test_insufficient_data ... ok
test benchmark::stability_validator::tests::test_mixed_gradient_health ... ok
test benchmark::stability_validator::tests::test_nan_detection ... ok
test benchmark::stability_validator::tests::test_nan_in_gradients ... ok
test benchmark::stability_validator::tests::test_no_gradients_recorded ... ok
test benchmark::stability_validator::tests::test_stagnant_loss ... ok
test benchmark::stability_validator::tests::test_vanishing_gradients ... ok
test benchmark::statistical_sampler::tests::test_all_outliers_error ... ok
test benchmark::statistical_sampler::tests::test_basic_statistics ... ok
test benchmark::statistical_sampler::tests::test_clear_samples ... ok
test benchmark::statistical_sampler::tests::test_confidence_interval ... ok
test benchmark::statistical_sampler::tests::test_high_coefficient_of_variation ... ok
test benchmark::statistical_sampler::tests::test_insufficient_samples ... ok
test benchmark::statistical_sampler::tests::test_known_distribution_statistics ... ok
test benchmark::statistical_sampler::tests::test_margin_of_error ... ok
test benchmark::statistical_sampler::tests::test_outlier_detection ... ok
test benchmark::statistical_sampler::tests::test_outlier_percentage ... ok
test benchmark::statistical_sampler::tests::test_percentile_calculation ... ok
test benchmark::statistical_sampler::tests::test_samples_after_warmup_count ... ok
test benchmark::statistical_sampler::tests::test_zero_variance_error ... ok
test benchmark::tft_benchmark::tests::test_tft_batch_size_finder ... ignored
test benchmark::gpu_hardware::tests::test_cpu_fallback ... ok
test benchmark::dqn_benchmark::tests::test_feature_conversion ... ok
test benchmarks::tests::test_benchmark_config_default ... ok
test benchmark::gpu_hardware::tests::test_gpu_hardware_manager_creation ... ok
test benchmark::gpu_hardware::tests::test_custom_config ... ok
test benchmark::mamba2_benchmark::tests::test_mamba2_benchmark_runner_creation ... ok
test benchmarks::tests::test_benchmark_runner_creation ... ok
test bridge::tests::test_batch_conversions ... ok
test bridge::tests::test_f64_to_price_conversion ... ok
test bridge::tests::test_financial_converter ... ok
test bridge::tests::test_f64_to_decimal_conversion ... ok
test bridge::tests::test_prediction_converter ... ok
test bridge::tests::test_invalid_conversions ... ok
test bridge::tests::test_trait_implementations ... ok
test checkpoint::compression::tests::test_compression_stats ... ok
test checkpoint::compression::tests::test_compression_ratio_estimation ... ok
test checkpoint::compression::tests::test_optimal_compression_choice ... ok
test checkpoint::compression::tests::test_compression_manager ... ok
test benchmark::ppo_benchmark::tests::test_synthetic_state_creation ... ok
test benchmark::ppo_benchmark::tests::test_gae_advantages_computation ... ok
test benchmark::dqn_benchmark::tests::test_dqn_benchmark_runner_creation ... ok
test benchmark::ppo_benchmark::tests::test_ppo_benchmark_custom_path ... ok
test checkpoint::integration_tests::tests::test_checkpoint_metadata_validation ... ok
test benchmark::tft_benchmark::tests::test_tft_benchmark_runner_creation ... ok
test checkpoint::integration_tests::tests::test_checkpoint_statistics ... ok
test checkpoint::integration_tests::tests::test_checkpoint_validation ... ok
test checkpoint::integration_tests::tests::test_version_compatibility_checking ... ok
test checkpoint::integration_tests::tests::test_checkpoint_search_and_filtering ... ok
test checkpoint::signer::tests::test_key_cache ... ok
test checkpoint::signer::tests::test_different_model_types ... ok
test checkpoint::signer::tests::test_key_id_generation ... ok
test checkpoint::signer::tests::test_sign_and_verify_checkpoint ... ok
test checkpoint::signer::tests::test_signature_hex_encoding ... ok
test checkpoint::integration_tests::tests::test_checkpoint_with_compression ... ok
test checkpoint::signer::tests::test_verify_invalid_signature ... ok
test checkpoint::signer::tests::test_verify_tampered_data ... ok
test checkpoint::integration_tests::tests::test_all_model_types_checkpoint ... ok
test checkpoint::tests::test_checkpoint_metadata ... ok
test checkpoint::validation::tests::test_checksum_validation ... ok
test benchmark::ppo_benchmark::tests::test_ppo_benchmark_runner_creation ... ok
test checkpoint::validation::tests::test_comprehensive_validation ... ok
test checkpoint::validation::tests::test_metadata_validation ... ok
test checkpoint::validation::tests::test_model_compatibility ... ok
test checkpoint::validation::tests::test_version_compatibility ... ok
test checkpoint::validation::tests::test_validation_report ... ok
test checkpoint::validation::tests::test_version_parsing ... ok
test checkpoint::versioning::tests::test_compatibility_risk ... ok
test checkpoint::versioning::tests::test_semantic_version_comparison ... ok
test checkpoint::versioning::tests::test_migration_path ... ok
test checkpoint::versioning::tests::test_semantic_version_parsing ... ok
test checkpoint::versioning::tests::test_version_manager ... ok
test checkpoint::tests::test_checkpoint_compression ... ok
test checkpoint::versioning::tests::test_version_suggestions ... ok
test config::feature_config::tests::test_feature_dimensionality ... ok
test config::feature_config::tests::test_feature_indices_non_overlapping ... ok
test config::feature_config::tests::test_feature_names ... ok
test checkpoint::tests::test_checkpoint_save_load ... ok
test config::feature_config::tests::test_wave_a_config ... ok
test config::feature_config::tests::test_validate_feature_vector ... ok
test config::feature_config::tests::test_wave_b_config ... ok
test config::feature_config::tests::test_serialization ... ok
test config::feature_config::tests::test_wave_c_config ... ok
test config::feature_config::tests::test_wave_d_config ... ok
test config::feature_config::tests::test_wave_progression ... ok
test cuda_compat::tests::test_cuda_layer_norm_gpu ... ignored
test checkpoint::integration_tests::tests::test_concurrent_checkpoint_operations ... ok
test cuda_compat::tests::test_layer_norm_fallback_gpu ... ignored
test benchmark::gpu_hardware::tests::test_device_access ... ok
test cuda_compat::tests::test_manual_sigmoid_cuda ... ignored
test data_loaders::calibration::tests::test_calibration_dataset_creation ... ok
test data_loaders::calibration::tests::test_feature_stats_creation ... ok
test cuda_compat::tests::test_manual_sigmoid_batch ... ok
test cuda_compat::tests::test_manual_sigmoid_cpu ... ok
test cuda_compat::tests::test_cuda_layer_norm_without_affine ... ok
test data_loaders::dbn_sequence_loader::tests::test_feature_stats_default ... ok
test cuda_compat::tests::test_cuda_layer_norm_3d ... ok
test cuda_compat::tests::test_cuda_layer_norm_cpu ... ok
test data_loaders::dbn_tick_adapter::tests::test_adapter_creation ... ok
test data_loaders::dbn_sequence_loader::tests::test_loader_rejects_mismatched_d_model ... ok
test data_loaders::dbn_tick_adapter::tests::test_empty_file_mapping ... ok
test data_loaders::dbn_tick_adapter::tests::test_tick_structure ... ok
test data_loaders::calibration::tests::test_save_and_load_calibration ... ok
test cuda_compat::tests::test_layer_norm_with_fallback_cpu ... ok
test data_loaders::dbn_sequence_loader::tests::test_loader_with_feature_config_wave_b ... ok
test data_loaders::tlob_loader::tests::test_order_book_snapshot_creation ... ok
test data_validation::corrector::tests::test_correction_counter ... ok
test data_validation::corrector::tests::test_mean_std_calculation ... ok
test data_validation::corrector::tests::test_outlier_removal ... ok
test data_loaders::dbn_sequence_loader::tests::test_loader_creation_wave_a ... ok
test data_validation::corrector::tests::test_spike_correction ... ok
test data_validation::validator::tests::test_validation_result_invalid ... ok
test data_validation::validator::tests::test_report_generation ... ok
test data_validation::validator::tests::test_validation_result_valid ... ok
test data_validation::validator::tests::test_validator_creation ... ok
test data_validation::validator::tests::test_validator_with_rules ... ok
test dqn::agent::tests::test_agent_metrics_default ... ok
test data_loaders::streaming_dbn_loader::tests::test_custom_config ... ok
test data_loaders::streaming_dbn_loader::tests::test_streaming_loader_creation ... ok
test dqn::agent::tests::test_dqn_config_custom ... ok
test dqn::agent::tests::test_action_selection ... ok
test dqn::agent::tests::test_dqn_agent_creation ... ok
test dqn::agent::tests::test_trading_action_all ... ok
test dqn::agent::tests::test_trading_action_conversion ... ok
test dqn::agent::tests::test_trading_state_creation_and_validation ... ok
test dqn::agent::tests::test_trading_state_invalid_cases ... ok
test dqn::agent::tests::test_experience_storage ... ok
test data_loaders::dbn_sequence_loader::tests::test_loader_with_feature_config_wave_c ... ok
test dqn::agent::tests::test_parameter_count_estimation ... ok
test dqn::demo_2025_dqn::tests::test_demo_config_creation ... ok
test data_loaders::tlob_loader::tests::test_feature_dimension_validation ... ok
test dqn::distributional::tests::test_basic_functionality ... ok
test dqn::distributional::tests::test_categorical_distribution_creation ... ok
test dqn::dqn::tests::test_action_selection ... ok
test dqn::distributional::tests::test_support_creation ... ok
test dqn::dqn::tests::test_experience_storage ... ok
test checkpoint::integration_tests::tests::test_latest_checkpoint_functionality ... ok
test dqn::agent::tests::test_network_summary ... ok
test dqn::agent::tests::test_training_statistics ... ok
test data_loaders::tlob_loader::tests::test_loader_creation ... ok
test dqn::dqn::tests::test_training_update ... ok
test dqn::dqn::tests::test_working_dqn_creation ... ok
test dqn::experience::tests::test_experience_batch ... ok
test dqn::experience::tests::test_experience_creation ... ok
test dqn::multi_step::tests::test_batch_processing ... ok
test dqn::multi_step::tests::test_config_validation ... ok
test dqn::multi_step::tests::test_early_termination ... ok
test dqn::multi_step::tests::test_helper_functions ... ok
test dqn::agent::tests::test_training_readiness ... ok
test dqn::multi_step::tests::test_multi_step_calculator_creation ... ok
test dqn::multi_step::tests::test_multi_step_return_calculation ... ok
test dqn::multi_step_new::test_multi_step_batch ... ok
test dqn::multi_step::tests::test_tensor_conversion ... ok
test dqn::multi_step::tests::test_target_computation ... ok
test dqn::multi_step_new::test_multi_step_calculator ... ok
test dqn::multi_step_new::test_multi_step_replay_buffer ... ok
test dqn::multi_step_new::test_multi_step_terminal_state ... ok
test dqn::network::tests::test_action_selection ... ok
test dqn::network::tests::test_batch_processing ... ok
test dqn::network::tests::test_epsilon_decay ... ok
test dqn::noisy_exploration::tests::test_adaptive_noisy_manager_creation ... ok
test dqn::noisy_exploration::tests::test_efficiency_monitoring ... ok
test dqn::noisy_exploration::tests::test_exploration_efficiency_tracking ... ok
test dqn::noisy_exploration::tests::test_hft_optimization ... ok
test dqn::network::tests::test_qnetwork_creation ... ok
test dqn::noisy_exploration::tests::test_noise_annealing ... ok
test dqn::noisy_exploration::tests::test_risk_aware_scaling ... ok
test dqn::noisy_layers::tests::test_noisy_linear_creation ... ok
test dqn::noisy_layers::tests::test_noisy_linear_forward ... ok
test dqn::noisy_layers::tests::test_noisy_network_manager ... ok
test dqn::network::tests::test_forward_pass ... ok
test dqn::noisy_layers::tests::test_noise_reset ... ok
test dqn::performance_tests::test_performance_validator_creation ... ok
test dqn::performance_tests::test_performance_report_generation ... ok
test dqn::performance_tests::test_statistics_computation ... ok
test dqn::performance_validation::tests::test_performance_validator_creation ... ok
test dqn::performance_validation::tests::test_report_generation ... ok
test dqn::performance_validation::tests::test_statistics_calculation ... ok
test dqn::prioritized_replay::tests::test_beta_annealing ... ok
test dqn::prioritized_replay::tests::test_clear ... ok
test dqn::prioritized_replay::tests::test_metrics ... ok
test dqn::prioritized_replay::tests::test_priority_updates ... ok
test benchmark::gpu_hardware::tests::test_temperature_reading ... ok
test dqn::prioritized_replay::tests::test_push_and_sample ... ok
test dqn::rainbow_agent::tests::test_action_selection ... ok
test dqn::rainbow_agent::tests::test_agent_reset ... ok
test dqn::rainbow_agent::tests::test_metrics_tracking ... ok
test dqn::demo_2025_dqn::tests::test_run_demo_basic ... ok
test dqn::rainbow_agent::tests::test_rainbow_agent_creation ... ok
test dqn::rainbow_integration::tests::test_metrics_initialization ... ok
test dqn::rainbow_integration::tests::test_rainbow_dqn_config_creation ... ok
test dqn::rainbow_integration::tests::test_rainbow_network_config ... ok
test dqn::performance_tests::test_rainbow_network_performance ... ok
test dqn::rainbow_network::tests::test_rainbow_activation_types ... ok
test dqn::prioritized_replay::tests::test_buffer_creation ... ok
test dqn::rainbow_network::tests::test_rainbow_config_default ... ok
test dqn::replay_buffer::tests::test_batch_sampling ... ok
test dqn::replay_buffer::tests::test_experience_storage ... ok
test dqn::reward::tests::test_batch_rewards ... ok
test dqn::reward::tests::test_hold_reward ... ok
test dqn::rainbow_agent::tests::test_experience_addition ... ok
test dqn::rainbow_network::tests::test_rainbow_network_creation ... ok
test dqn::reward::tests::test_reward_calculation ... ok
test dqn::reward::tests::test_transaction_costs ... ok
test dqn::rainbow_agent::tests::test_training_conditions ... ok
test dqn::self_supervised_pretraining::tests::test_financial_dataset_builder ... ok
test checkpoint::integration_tests::tests::test_checkpoint_lifecycle_management ... ok
test benchmark::gpu_hardware::tests::test_thermal_monitoring ... ok
test checkpoint::tests::test_list_and_cleanup_checkpoints ... ok
test ensemble::ab_testing::tests::test_full_ab_test_workflow ... ok
test ensemble::ab_testing::tests::test_group_assignment_deterministic ... ok
test ensemble::ab_testing::tests::test_min_sample_size_calculation ... ok
test ensemble::ab_testing::tests::test_proportion_z_test ... ok
test ensemble::ab_testing::tests::test_sharpe_ratio_calculation ... ok
test benchmark::tft_benchmark::tests::test_tft_config_creation ... ok
test ensemble::ab_testing::tests::test_welch_t_test_significant_difference ... ok
test ensemble::ab_testing::tests::test_traffic_split ... ok
test ensemble::adaptive_ml_integration::tests::test_adaptive_ensemble_creation ... ok
test ensemble::adaptive_ml_integration::tests::test_metrics_tracking ... ok
test ensemble::adaptive_ml_integration::tests::test_ensemble_prediction_with_regime ... ok
test ensemble::adaptive_ml_integration::tests::test_position_sizing_kelly ... ok
test ensemble::adaptive_ml_integration::tests::test_regime_adaptive_weights ... ok
test ensemble::adaptive_ml_integration::tests::test_regime_detection_bear ... ok
test ensemble::adaptive_ml_integration::tests::test_regime_detection_bull ... ok
test ensemble::adaptive_ml_integration::tests::test_regime_detection_sideways ... ok
test ensemble::adaptive_ml_integration::tests::test_volatility_adjusted_position_sizing ... ok
test ensemble::adaptive_ml_integration::tests::test_regime_transitions ... ok
test ensemble::coordinator::tests::test_disagreement_detection ... ok
test ensemble::coordinator::tests::test_ensemble_coordinator_creation ... ok
test ensemble::coordinator::tests::test_model_registry_swap ... ok
test ensemble::coordinator::tests::test_ensemble_prediction ... ok
test ensemble::coordinator::tests::test_register_models ... ok
test ensemble::coordinator::tests::test_weighted_voting ... ok
test ensemble::coordinator_extended::tests::test_adaptive_weighting ... ok
test ensemble::coordinator_extended::tests::test_extended_coordinator_creation ... ok
test ensemble::coordinator_extended::tests::test_diversity_analyzer ... ok
test ensemble::coordinator_extended::tests::test_performance_tracker ... ok
test ensemble::coordinator_extended::tests::test_register_six_models ... ok
test ensemble::decision::tests::test_ensemble_decision_creation ... ok
test ensemble::decision::tests::test_high_disagreement_detection ... ok
test ensemble::decision::tests::test_model_weight_adjustment ... ok
test ensemble::decision::tests::test_trading_action_from_signal ... ok
test ensemble::hot_swap::tests::test_buffer_pair_creation ... ok
test ensemble::hot_swap::tests::test_atomic_swap_latency ... ok
test ensemble::hot_swap::tests::test_hot_swap_manager ... ok
test ensemble::hot_swap::tests::test_checkpoint_validation ... ok
test ensemble::hot_swap::tests::test_rollback_mechanism ... ok
test ensemble::hot_swap::tests::test_stage_and_commit_swap ... ok
test ensemble::training_integration::tests::test_aggregate_training_metrics ... ok
test ensemble::training_integration::tests::test_calculate_diversity ... ok
test ensemble::metrics::tests::test_metrics_recording ... ok
test ensemble::training_integration::tests::test_create_integration ... ok
test ensemble::training_integration::tests::test_diversity_identical_predictions ... ok
test ensemble::training_integration::tests::test_update_weights_from_performance ... ok
test ensemble::training_integration::tests::test_load_checkpoints ... ok
test ensemble::training_integration::tests::test_validate_production_readiness ... ok
test error_consolidated::tests::test_common_error_integration ... ok
test error::tests::test_ml_error_creation ... ok
test error_consolidated::tests::test_error_conversion_chain ... ok
test error_consolidated::tests::test_feature_extraction_error ... ok
test error_consolidated::tests::test_ml_service_error_categorization ... ok
test error_consolidated::tests::test_retry_strategies ... ok
test examples::tests::test_example_config_default ... ok
test examples::tests::test_list_examples ... ok
test features::adx_features::tests::test_calculate_dx ... ok
test features::adx_features::tests::test_calculate_dx_equal_di ... ok
test features::adx_features::tests::test_classify_trend_strength ... ok
test features::adx_features::tests::test_directional_indicators ... ok
test examples::tests::test_run_basic_example ... ok
test features::adx_features::tests::test_directional_indicators_zero_tr ... ok
test features::adx_features::tests::test_directional_movement_downtrend ... ok
test features::adx_features::tests::test_directional_movement_uptrend ... ok
test features::adx_features::tests::test_extract_from_window ... ok
test features::adx_features::tests::test_extractor_custom_period ... ok
test features::adx_features::tests::test_extractor_constant_prices ... ok
test features::adx_features::tests::test_extractor_downtrend ... ok
test features::adx_features::tests::test_extractor_extreme_volatility ... ok
test features::adx_features::tests::test_extractor_feature_ranges ... ok
test features::adx_features::tests::test_extractor_initialization ... ok
test features::adx_features::tests::test_extractor_insufficient_data ... ok
test features::adx_features::tests::test_extractor_ranging_market ... ok
test features::adx_features::tests::test_extractor_reset ... ok
test features::adx_features::tests::test_extractor_trending_market ... ok
test features::adx_features::tests::test_incremental_vs_batch_consistency ... ok
test features::adx_features::tests::test_safe_clip ... ok
test features::adx_features::tests::test_true_range_calculation ... ok
test features::adx_features::tests::test_wilder_smooth ... ok
test features::barrier_optimization::tests::test_barrier_params_creation ... ok
test features::barrier_optimization::tests::test_calculate_sharpe_basic ... ok
test features::barrier_optimization::tests::test_calculate_volatility ... ok
test features::barrier_optimization::tests::test_optimize_simple ... ok
test features::barrier_optimization::tests::test_optimizer_creation ... ok
test features::config::tests::test_default_is_wave_a ... ok
test features::config::tests::test_feature_indices_wave_a ... ok
test features::config::tests::test_feature_indices_wave_b ... ok
test features::config::tests::test_feature_indices_wave_d ... ok
test features::config::tests::test_get_wave_d_features ... ok
test features::config::tests::test_is_enabled ... ok
test features::config::tests::test_wave_a_config ... ok
test features::config::tests::test_wave_b_config ... ok
test features::config::tests::test_wave_c_config ... ok
test features::config::tests::test_wave_d_config ... ok
test features::config::tests::test_wave_d_features ... ok
test features::ewma::tests::test_adaptive_threshold_basic ... ok
test features::ewma::tests::test_adaptive_threshold_volatility ... ok
test features::ewma::tests::test_ewma_first_value ... ok
test features::ewma::tests::test_ewma_formula ... ok
test features::ewma::tests::test_ewma_initialization ... ok
test features::ewma::tests::test_ewma_reset ... ok
test features::extraction::tests::test_feature_extraction_dimensions ... ok
test dqn::replay_buffer::tests::test_replay_buffer_creation ... ok
test features::extraction::tests::test_safe_log_return ... ok
test features::extraction::tests::test_safe_normalize ... ok
test features::feature_extraction::tests::test_ema_calculation ... ok
test features::feature_extraction::tests::test_feature_extraction ... ok
test features::feature_extraction::tests::test_insufficient_data ... ok
test features::feature_extraction::tests::test_rsi_calculation ... ok
test features::microstructure::tests::test_amihud_ema_smoothing ... ok
test features::microstructure::tests::test_amihud_first_update ... ok
test features::microstructure::tests::test_amihud_high_volume_low_illiquidity ... ok
test features::microstructure::tests::test_amihud_initialization ... ok
test benchmarks::tests::test_gpu_detection ... ok
test dqn::self_supervised_pretraining::tests::test_masked_input_creation ... ok
test benchmark::gpu_hardware::tests::test_warmup_with_custom_size ... ok
test features::microstructure::tests::test_amihud_latency_benchmark ... ok
test features::microstructure::tests::test_amihud_low_volume_high_illiquidity ... ok
test features::microstructure::tests::test_amihud_memory_size ... ok
test features::microstructure::tests::test_amihud_negative_return ... ok
test features::microstructure::tests::test_amihud_numerical_stability ... ok
test dqn::trainable_adapter::tests::test_dqn_adapter_metrics ... ok
test features::microstructure::tests::test_amihud_reset ... ok
test features::microstructure::tests::test_amihud_trait_methods ... ok
test features::microstructure::tests::test_amihud_zero_price ... ok
test features::microstructure::tests::test_amihud_zero_volume ... ok
test features::microstructure::tests::test_normalization_functions ... ok
test features::microstructure_features::tests::test_buy_sell_imbalance_all_buys ... ok
test features::microstructure_features::tests::test_buy_sell_imbalance_all_sells ... ok
test features::microstructure_features::tests::test_high_low_spread_normal ... ok
test features::microstructure_features::tests::test_high_low_spread_wide ... ok
test dqn::dqn::tests::test_training_step_without_enough_data ... ok
test features::microstructure_features::tests::test_inter_arrival_time ... ok
test features::microstructure_features::tests::test_kyles_lambda_correlation ... ok
test features::microstructure_features::tests::test_kyles_lambda_insufficient_data ... ok
test features::microstructure_features::tests::test_normalization_bounds ... ok
test features::microstructure_features::tests::test_reset_all_features ... ok
test features::microstructure_features::tests::test_price_impact_buy_lifts_price ... ok
test features::microstructure_features::tests::test_tick_count_all_changes ... ok
test features::microstructure_features::tests::test_tick_count_no_changes ... ok
test features::microstructure_features::tests::test_variance_ratio_insufficient_data ... ok
test features::microstructure_features::tests::test_trait_implementations ... ok
test features::microstructure_features::tests::test_variance_ratio_random_walk ... ok
test features::microstructure_features::tests::test_volume_weighted_spread ... ok
test dqn::dqn::tests::test_epsilon_decay ... ok
test features::minio_integration::tests::test_cache_metadata_serialization ... ok
test features::normalization::tests::test_feature_normalizer_basic ... ok
test features::normalization::tests::test_feature_normalizer_nan_handling ... ok
test dqn::trainable_adapter::tests::test_dqn_adapter_creation ... ok
test features::normalization::tests::test_log_zscore_basic ... ok
test features::normalization::tests::test_feature_normalizer_price_features ... ok
test features::normalization::tests::test_log_zscore_negative_handling ... ok
test features::normalization::tests::test_feature_normalizer_reset ... ok
test features::normalization::tests::test_feature_normalizer_volume_features ... ok
test features::normalization::tests::test_log_zscore_reset ... ok
test features::normalization::tests::test_log_zscore_scale_factor ... ok
test features::normalization::tests::test_log_zscore_zero_handling ... ok
test features::normalization::tests::test_nan_handler_basic ... ok
test dqn::dqn::tests::test_target_network_update ... ok
test features::normalization::tests::test_nan_handler_count ... ok
test features::normalization::tests::test_nan_handler_inf ... ok
test features::normalization::tests::test_nan_handler_last_valid_value ... ok
test features::normalization::tests::test_nan_handler_reset ... ok
test features::normalization::tests::test_percentile_rank_basic ... ok
test features::normalization::tests::test_percentile_rank_bounds ... ok
test features::normalization::tests::test_percentile_rank_reset ... ok
test features::normalization::tests::test_percentile_rank_skewed_distribution ... ok
test features::normalization::tests::test_percentile_rank_warmup ... ok
test dqn::trainable_adapter::tests::test_dqn_adapter_checkpoint_metadata ... ok
test features::normalization::tests::test_rolling_zscore_basic ... ok
test features::normalization::tests::test_rolling_zscore_clipping ... ok
test features::normalization::tests::test_rolling_zscore_mean_std ... ok
test features::normalization::tests::test_rolling_zscore_reset ... ok
test features::normalization::tests::test_rolling_zscore_warmup ... ok
test features::pipeline::tests::test_pipeline_feature_names ... ok
test features::pipeline::tests::test_pipeline_custom_config ... ok
test features::pipeline::tests::test_pipeline_feature_extraction ... ok
test features::pipeline::tests::test_pipeline_constant_prices ... ok
test features::pipeline::tests::test_pipeline_extreme_values ... ok
test features::pipeline::tests::test_pipeline_initialization ... ok
test features::pipeline::tests::test_pipeline_feature_count_stability ... ok
test features::pipeline::tests::test_pipeline_no_nan_inf ... ok
test features::pipeline::tests::test_pipeline_rolling_window ... ok
test features::pipeline::tests::test_pipeline_performance_tracking ... ok
test features::pipeline::tests::test_pipeline_stage_latencies ... ok
test features::price_features::tests::test_acceleration_deceleration ... ok
test features::pipeline::tests::test_pipeline_zero_volume_handling ... ok
test features::price_features::tests::test_acceleration_insufficient_data ... ok
test features::price_features::tests::test_acceleration_uptrend ... ok
test features::price_features::tests::test_extract_all_features ... ok
test features::price_features::tests::test_extract_all_features_insufficient_data ... ok
test features::price_features::tests::test_extract_all_features_realistic ... ok
test features::price_features::tests::test_fractal_dimension ... ok
test features::price_features::tests::test_fractal_dimension_insufficient_data ... ok
test features::price_features::tests::test_fractal_dimension_smooth ... ok
test features::price_features::tests::test_garman_klass_volatility ... ok
test features::price_features::tests::test_garman_klass_volatility_edge_cases ... ok
test features::price_features::tests::test_garman_klass_volatility_zero_range ... ok
test features::price_features::tests::test_hl_spread_clipping ... ok
test features::price_features::tests::test_hl_spread_normal ... ok
test features::price_features::tests::test_hl_spread_zero ... ok
test features::price_features::tests::test_hurst_exponent_insufficient_data ... ok
test features::price_features::tests::test_hurst_exponent_random_walk ... ok
test features::price_features::tests::test_hurst_exponent_trending ... ok
test features::price_features::tests::test_kurtosis_fat_tails ... ok
test features::price_features::tests::test_kurtosis_insufficient_data ... ok
test features::price_features::tests::test_kurtosis_normal ... ok
test features::price_features::tests::test_log_return_clipping ... ok
test features::price_features::tests::test_log_return_edge_cases ... ok
test features::price_features::tests::test_log_return_normal ... ok
test features::price_features::tests::test_normalized_range ... ok
test features::price_features::tests::test_normalized_range_edge_case ... ok
test features::price_features::tests::test_normalized_range_zero ... ok
test features::price_features::tests::test_parkinson_volatility ... ok
test features::price_features::tests::test_parkinson_volatility_invalid_prices ... ok
test features::price_features::tests::test_parkinson_volatility_zero_range ... ok
test features::price_features::tests::test_price_velocity_downtrend ... ok
test features::price_features::tests::test_price_velocity_insufficient_data ... ok
test features::price_features::tests::test_price_velocity_uptrend ... ok
test features::price_features::tests::test_quantile_position_constant ... ok
test features::price_features::tests::test_quantile_position_high ... ok
test features::price_features::tests::test_quantile_position_low ... ok
test features::price_features::tests::test_simple_return_clipping ... ok
test features::price_features::tests::test_simple_return_negative ... ok
test features::price_features::tests::test_simple_return_normal ... ok
test features::price_features::tests::test_skewness_insufficient_data ... ok
test features::price_features::tests::test_skewness_right_tail ... ok
test features::price_features::tests::test_skewness_symmetric ... ok
test features::price_features::tests::test_volatility_adjusted_return ... ok
test features::price_features::tests::test_volatility_adjusted_return_insufficient_data ... ok
test features::price_features::tests::test_volatility_adjusted_return_zero_volatility ... ok
test features::price_features::tests::test_yang_zhang_volatility ... ok
test features::price_features::tests::test_yang_zhang_volatility_insufficient_data ... ok
test features::price_features::tests::test_yang_zhang_volatility_stable ... ok
test features::production_adapter::tests::test_adapter_basic_usage ... ok
test features::production_adapter::tests::test_adapter_warmup_period ... ok
test features::regime_adaptive::tests::test_all_features_finite ... ok
test features::regime_adaptive::tests::test_feature_221_position_multiplier ... ok
test features::regime_adaptive::tests::test_feature_222_stoploss_multiplier_atr_based ... ok
test features::regime_adaptive::tests::test_feature_223_regime_conditioned_sharpe ... ok
test features::regime_adaptive::tests::test_feature_224_risk_budget_utilization ... ok
test features::regime_adaptive::tests::test_get_position_multiplier ... ok
test features::regime_adaptive::tests::test_get_stoploss_multiplier ... ok
test features::regime_adaptive::tests::test_insufficient_bars_for_atr ... ok
test features::regime_adaptive::tests::test_new_initialization ... ok
test features::regime_adaptive::tests::test_position_multipliers ... ok
test features::regime_adaptive::tests::test_regime_transition_resets_returns ... ok
test features::regime_adaptive::tests::test_returns_window_capacity ... ok
test features::regime_adaptive::tests::test_stoploss_multipliers ... ok
test features::regime_adaptive::tests::test_zero_position_size ... ok
test features::regime_adaptive::tests::test_zero_volatility_sharpe ... ok
test features::regime_adx::tests::test_adx_handles_inf_inputs ... ok
test features::regime_adx::tests::test_adx_handles_nan_inputs ... ok
test features::regime_adx::tests::test_adx_multiple_nan_bars ... ok
test features::regime_adx::tests::test_custom_period ... ok
test features::regime_adx::tests::test_new_initialization ... ok
test features::regime_adx::tests::test_update_returns_zeros_initially ... ok
test features::regime_cusum::tests::test_regime_cusum_features_drift_ratio ... ok
test features::regime_cusum::tests::test_regime_cusum_features_frequency ... ok
test features::regime_cusum::tests::test_regime_cusum_features_intensity ... ok
test features::regime_cusum::tests::test_regime_cusum_features_negative_break ... ok
test features::regime_cusum::tests::test_regime_cusum_features_new ... ok
test features::regime_cusum::tests::test_regime_cusum_features_no_break ... ok
test features::regime_cusum::tests::test_regime_cusum_features_normalized_sums ... ok
test features::regime_cusum::tests::test_regime_cusum_features_positive_break ... ok
test features::regime_cusum::tests::test_regime_cusum_features_time_since_break ... ok
test features::regime_cusum::tests::test_regime_cusum_features_window_overflow ... ok
test features::regime_transition::tests::test_regime_transition_features_default_num_regimes ... ok
test features::regime_transition::tests::test_regime_transition_features_multiple_updates ... ok
test features::regime_transition::tests::test_regime_transition_features_new ... ok
test features::regime_transition::tests::test_regime_transition_features_new_5_regimes ... ok
test features::regime_transition::tests::test_regime_transition_features_new_6_regimes ... ok
test features::regime_transition::tests::test_regime_transition_features_update ... ok
test features::sample_weights::tests::test_basic_creation ... ok
test features::sample_weights::tests::test_default ... ok
test features::sample_weights::tests::test_label_balancing_effect ... ok
test features::sample_weights::tests::test_normalization ... ok
test features::sample_weights::tests::test_single_sample ... ok
test features::sample_weights::tests::test_temporal_decay_monotonic ... ok
test features::statistical_features::tests::test_autocorrelation_constant ... ok
test features::statistical_features::tests::test_autocorrelation_mean_reverting ... ok
test features::statistical_features::tests::test_autocorrelation_trending ... ok
test features::statistical_features::tests::test_entropy_constant ... ok
test features::statistical_features::tests::test_entropy_insufficient_data ... ok
test features::statistical_features::tests::test_entropy_volatile ... ok
test features::extraction::tests::test_insufficient_data ... ok
test features::barrier_optimization::tests::test_barrier_params_invalid_profit - should panic ... ok
test features::statistical_features::tests::test_extract_all_features_insufficient_data ... ok
test features::statistical_features::tests::test_extract_all_features ... ok
test features::statistical_features::tests::test_extract_all_features_realistic ... ok
test features::microstructure::tests::test_amihud_invalid_alpha_negative - should panic ... ok
test features::statistical_features::tests::test_monotonic_deque_max ... ok
test features::statistical_features::tests::test_monotonic_deque_min ... ok
test features::statistical_features::tests::test_monotonic_deque_window ... ok
test features::microstructure::tests::test_amihud_invalid_alpha_too_large - should panic ... ok
test features::statistical_features::tests::test_quantile_position_high ... ok
test features::statistical_features::tests::test_quantile_position_low ... ok
test features::microstructure::tests::test_amihud_invalid_alpha_zero - should panic ... ok
test features::statistical_features::tests::test_quantile_position_neutral ... ok
test features::pipeline::tests::test_pipeline_warmup_requirement ... ok
test features::statistical_features::tests::test_rolling_max_constant ... ok
test features::statistical_features::tests::test_rolling_max_spike ... ok
test features::statistical_features::tests::test_rolling_max_uptrend ... ok
test features::statistical_features::tests::test_rolling_mean_constant ... ok
test features::statistical_features::tests::test_rolling_mean_insufficient_data ... ok
test features::statistical_features::tests::test_rolling_mean_linear_trend ... ok
test features::statistical_features::tests::test_rolling_min_constant ... ok
test features::statistical_features::tests::test_rolling_min_downtrend ... ok
test features::statistical_features::tests::test_rolling_min_spike ... ok
test features::statistical_features::tests::test_rolling_std_constant ... ok
test features::statistical_features::tests::test_rolling_std_insufficient_data ... ok
test features::statistical_features::tests::test_rolling_std_volatile ... ok
test features::statistical_features::tests::test_welford_state_constant_values ... ok
test features::statistical_features::tests::test_welford_state_remove ... ok
test features::statistical_features::tests::test_welford_state_single_value ... ok
test features::statistical_features::tests::test_welford_state_varying_values ... ok
test features::time_features::tests::test_correlation_regime ... ok
test features::time_features::tests::test_day_cyclical_sunday_monday ... ok
test features::time_features::tests::test_day_cyclical_values ... ok
test features::time_features::tests::test_dst_transitions ... ok
test features::time_features::tests::test_feature_count ... ok
test features::time_features::tests::test_hour_cyclical_continuity ... ok
test features::time_features::tests::test_feature_ranges ... ok
test features::time_features::tests::test_hour_cyclical_values ... ok
test features::time_features::tests::test_time_feature_extractor_creation ... ok
test features::time_features::tests::test_time_since_market_open ... ok
test features::time_features::tests::test_time_until_market_close ... ok
test features::time_features::tests::test_update_state ... ok
test features::time_features::tests::test_volatility_regime ... ok
test features::time_features::tests::test_volatility_spike_detection ... ok
test features::unified::tests::test_feature_extraction_config_default ... ok
test features::unified::tests::test_feature_extraction_insufficient_data ... ok
test features::unified::tests::test_feature_extraction_empty_data ... ok
test features::unified::tests::test_feature_quality_metrics_default ... ok
test features::volume_features::tests::test_extreme_volume_clipping ... ok
test features::volume_features::tests::test_insufficient_history_returns_default ... ok
test features::volume_features::tests::test_volume_acceleration_constant ... ok
test features::volume_features::tests::test_volume_acceleration_positive ... ok
test features::volume_features::tests::test_volume_concentration_high ... ok
test features::volume_features::tests::test_volume_concentration_uniform ... ok
test features::volume_features::tests::test_all_features_finite ... ok
test features::volume_features::tests::test_volume_imbalance_buying ... ok
test features::volume_features::tests::test_volume_imbalance_balanced ... ok
test features::volume_features::tests::test_volume_imbalance_selling ... ok
test features::unified::tests::test_unified_feature_extractor_creation ... ok
test features::unified::tests::test_extract_financial_features_alias ... ok
test features::volume_features::tests::test_volume_percentile_minimum ... ok
test features::unified::tests::test_feature_extraction_success ... ok
test features::volume_features::tests::test_volume_percentile_maximum ... ok
test features::volume_features::tests::test_volume_price_correlation_positive ... ok
test features::volume_features::tests::test_volume_price_correlation_negative ... ok
test features::volume_features::tests::test_volume_ratio_2x_spike ... ok
test features::volume_features::tests::test_volume_ratio_extreme_clipping ... ok
test features::volume_features::tests::test_volume_ratio_normal ... ok
test features::volume_features::tests::test_volume_roc_5_doubling ... ok
test features::volume_features::tests::test_volume_roc_5_flat ... ok
test features::volume_features::tests::test_volume_trend_flat ... ok
test features::volume_features::tests::test_volume_trend_uptrend ... ok
test features::volume_features::tests::test_vwap_at_fair_value ... ok
test features::volume_features::tests::test_zero_volume_handling ... ok
test flash_attention::tests::test_attention_stats ... ok
test flash_attention::tests::test_block_sparse_pattern ... ok
test flash_attention::tests::test_causal_optimizer ... ok
test flash_attention::tests::test_cuda_kernel_manager ... ok
test flash_attention::tests::test_io_aware_attention ... ok
test flash_attention::tests::test_mixed_precision_config ... ok
test inference::tests::test_activation_function_relu ... ok
test inference::tests::test_activation_function_sigmoid ... ok
test inference::tests::test_activation_function_tanh ... ok
test inference::tests::test_config_validation ... ok
test inference::tests::test_inference_config_custom_values ... ok
test inference::tests::test_inference_config_default_values ... ok
test inference::tests::test_inference_with_missing_model ... ok
test inference::tests::test_inference_dimension_mismatch ... ok
test inference::tests::test_concurrent_predictions ... ok
test inference::tests::test_model_config_dropout_range ... ok
test inference::tests::test_inference_with_zero_features ... ok
test inference::tests::test_model_loading_multiple_models ... ignored
test inference::tests::test_model_config_serialization ... ok
test inference::tests::test_model_config_validation_positive_dimensions ... ok
test inference::tests::test_model_loading_cpu_device ... ok
test inference::tests::test_inference_performance_metrics_updated ... ok
test inference::tests::test_no_mock_implementations ... ok
test inference::tests::test_neural_network_forward_pass ... ok
test inference::tests::test_real_inference_engine_creation ... ok
test inference::tests::test_real_neural_network_creation ... ok
test inference::tests::test_inference_with_valid_input ... ok
test inference::tests::test_model_replacement ... ok
test inference::tests::test_prediction_cache_functionality ... ok
test integration::distillation::tests::test_dataset_statistics ... ok
test integration::coordinator::tests::test_coordinator_creation ... ok
test integration::coordinator::tests::test_model_registration ... ok
test integration::distillation::tests::test_distillation_manager_creation ... ok
test integration::coordinator::tests::test_execution_plan_ultra_low_latency ... ok
test integration::distillation::tests::test_random_feature_generator ... ok
test integration::inference_engine::tests::test_activation_function_enum ... ok
test integration::inference_engine::tests::test_activation_functions ... ok
test integration::inference_engine::tests::test_engine_batch_prediction ... ok
test integration::inference_engine::tests::test_engine_concurrent_inference ... ok
test integration::inference_engine::tests::test_engine_config_custom ... ok
test integration::inference_engine::tests::test_engine_config_default ... ok
test integration::inference_engine::tests::test_fallback_config_defaults ... ok
test integration::inference_engine::tests::test_engine_statistics_tracking ... ok
test integration::inference_engine::tests::test_feature_bounds_validation ... ok
test integration::inference_engine::tests::test_inference_engine_creation ... ok
test integration::inference_engine::tests::test_micro_model_dimension_mismatch ... ok
test integration::inference_engine::tests::test_micro_model_creation ... ok
test integration::inference_engine::tests::test_micro_model_empty_input ... ok
test integration::inference_engine::tests::test_micro_model_forward_pass ... ok
test integration::inference_engine::tests::test_micro_model_multi_layer ... ok
test integration::inference_engine::tests::test_micro_model_sigmoid_activation ... ok
test integration::inference_engine::tests::test_micro_model_tanh_activation ... ok
test integration::inference_engine::tests::test_prediction_bounds_validation ... ok
test integration::inference_engine::tests::test_signal_scaling_factors ... ok
test integration::inference_engine::tests::test_signal_weights_valid_range ... ok
test integration::model_registry::tests::test_model_registry_creation ... ok
test integration::model_registry::tests::test_model_score_calculation ... ok
test integration::performance_monitor::tests::test_accuracy_metrics_calculation ... ok
test integration::strategy_dqn_bridge::tests::test_action_mapping ... ok
test integration::performance_monitor::tests::test_performance_monitor_creation ... ok
test integration::model_registry::tests::test_model_registration ... ok
test integration::strategy_dqn_bridge::tests::test_trading_action_types ... ok
test integration::performance_monitor::tests::test_sample_recording ... ok
test integration::test_inference_priority_ordering ... ok
test integration::test_integration_hub_creation ... ok
test integration::test_model_type_serialization ... ok
test integration_test::tests::test_ml_integration_basic ... ok
test integration::model_registry::tests::test_model_search ... ok
test integration_test::tests::test_model_registration ... ok
test integration_test::tests::test_model_types ... ok
test integration_test::tests::test_performance_requirements ... ok
test integration_test::tests::test_prediction_interface ... ok
test labeling::benchmarks::tests::test_meta_labeling_benchmark ... ok
test labeling::benchmarks::tests::test_concurrent_tracking_benchmark ... ok
test labeling::concurrent_tracking::tests::test_add_tracker ... ok
test labeling::concurrent_tracking::tests::test_capacity_limit ... ok
test labeling::concurrent_tracking::tests::test_concurrent_tracker_creation ... ok
test labeling::concurrent_tracking::tests::test_price_update_processing ... ok
test labeling::fractional_diff::tests::test_batch_differentiator ... ok
test labeling::fractional_diff::tests::test_coefficients_calculation ... ok
test labeling::fractional_diff::tests::test_differentiator_with_history ... ignored, Performance benchmark: 1μs latency target too strict for CI. Run manually with: cargo test -p ml test_differentiator_with_history -- --ignored
test labeling::fractional_diff::tests::test_error_handling ... ok
test labeling::fractional_diff::tests::test_fractional_coeffs ... ok
test labeling::fractional_diff::tests::test_streaming_differentiator ... ok
test labeling::benchmarks::tests::test_triple_barrier_benchmark ... ok
test labeling::fractional_diff::tests::test_streaming_differentiator_reset ... ok
test labeling::fractional_diff::tests::test_streaming_readiness ... ok
test labeling::benchmarks::tests::test_full_benchmark_suite ... ok
test labeling::meta_labeling::primary_model::tests::test_basic_prediction ... ok
test labeling::meta_labeling::primary_model::tests::test_config_validation ... ok
test labeling::meta_labeling::primary_model::tests::test_dimension_validation ... ok
test labeling::meta_labeling::primary_model::tests::test_infinity_detection ... ok
test labeling::meta_labeling::primary_model::tests::test_label_conversions ... ok
test labeling::meta_labeling::primary_model::tests::test_label_from_prediction ... ok
test labeling::meta_labeling::primary_model::tests::test_model_creation ... ok
test labeling::meta_labeling::primary_model::tests::test_nan_detection ... ok
test labeling::meta_labeling::secondary_model::tests::test_bet_size_calculation ... ok
test labeling::meta_labeling::secondary_model::tests::test_confidence_combination ... ok
test labeling::meta_labeling::secondary_model::tests::test_config_validation ... ok
test labeling::meta_labeling::secondary_model::tests::test_market_assessment ... ok
test labeling::meta_labeling_engine::tests::test_meta_labeling_engine ... ok
test labeling::sample_weights::tests::test_sample_weight_calculator ... ok
test labeling::tests::test_price_conversions ... ok
test labeling::tests::test_ratio_conversions ... ok
test labeling::tests::test_timestamp_conversions ... ok
test labeling::triple_barrier::tests::test_barrier_touching ... ok
test labeling::triple_barrier::tests::test_barrier_tracker_creation ... ok
test labeling::triple_barrier::tests::test_engine_creation ... ok
test labeling::triple_barrier::tests::test_engine_tracking ... ok
test labeling::triple_barrier::tests::test_multiple_updates ... ok
test labeling::triple_barrier::tests::test_quality_score_calculation ... ok
test labeling::triple_barrier::tests::test_time_expiry ... ok
test labeling::types::tests::test_barrier_config_validation ... ok
test integration::strategy_dqn_bridge::tests::test_bridge_creation ... ok
test labeling::types::tests::test_event_label_creation ... ok
test labeling::types::tests::test_labeling_statistics ... ok
test liquid::activation::tests::test_activation_derivatives ... ok
test liquid::activation::tests::test_leaky_relu ... ok
test liquid::activation::tests::test_relu ... ok
test liquid::activation::tests::test_sigmoid ... ok
test integration::strategy_dqn_bridge::tests::test_feature_preprocessing ... ok
test liquid::activation::tests::test_tanh ... ok
test liquid::cells::tests::test_cfc_cell_creation ... ok
test liquid::cells::tests::test_cfc_forward_pass ... ok
test liquid::cells::tests::test_ltc_cell_creation ... ok
test liquid::cells::tests::test_ltc_forward_pass ... ok
test liquid::cells::tests::test_volatility_adaptation ... ok
test liquid::network::tests::test_liquid_network_creation ... ok
test liquid::network::tests::test_liquid_network_forward ... ok
test liquid::network::tests::test_market_regime_adaptation ... ok
test liquid::network::tests::test_performance_tracking ... ok
test liquid::network::tests::test_predict_compatibility ... ok
test liquid::ode_solvers::tests::test_adaptive_solver ... ok
test liquid::ode_solvers::tests::test_euler_solver ... ok
test liquid::ode_solvers::tests::test_ltc_dynamics ... ok
test liquid::ode_solvers::tests::test_rk4_solver ... ok
test liquid::ode_solvers::tests::test_volatility_aware_time_constants ... ok
test liquid::tests::tests::test_liquid_network_basic ... ok
test liquid::tests::tests::test_liquid_network_parameters ... ok
test liquid::tests::tests::test_liquid_sparsity_validation ... ok
test liquid::tests::tests::test_liquid_time_constants ... ok
test liquid::training::tests::test_batch_creation ... ok
test liquid::training::tests::test_data_splitting ... ok
test liquid::training::tests::test_loss_calculation ... ok
test liquid::training::tests::test_trainer_creation ... ok
test liquid::training::tests::test_training_batch_creation ... ok
test mamba::hardware_aware::test_hardware_capabilities_detection ... ok
test mamba::hardware_aware::test_hardware_optimizer_creation ... ok
test mamba::hardware_aware::test_matrix_layout_optimization ... ok
test mamba::hardware_aware::test_memory_alignment ... ok
test mamba::hardware_aware::test_simd_dot_product ... ok
test integration::strategy_dqn_bridge::tests::test_confidence_calculation ... ok
test mamba::scan_algorithms::test_block_parallel_scan ... ok
test mamba::scan_algorithms::test_financial_precision ... ok
test mamba::scan_algorithms::test_parallel_prefix_scan ... ok
test mamba::scan_algorithms::test_parallel_scan_engine_creation ... ok
test mamba::scan_algorithms::test_scan_engine_factory ... ok
test mamba::scan_algorithms::test_sequential_scan ... ok
test mamba::scan_algorithms::test_scan_operators ... ok
test mamba::scan_algorithms::test_segmented_scan ... ok
test mamba::selective_state::test_selective_state_creation ... ok
test mamba::selective_state::test_performance_metrics ... ok
test mamba::selective_state::test_importance_scoring ... ok
test mamba::selective_state::test_state_compression_decompression ... ok
test mamba::selective_state::test_state_compressor ... ok
test mamba::selective_state::test_state_importance_update ... ok
test features::minio_integration::tests::test_parquet_serialization_roundtrip ... ok
test mamba::ssd_layer::tests::test_ssd_config_validation ... ok
test mamba::ssd_layer::tests::test_ssd_clone ... ok
test mamba::ssd_layer::tests::test_ssd_layer_creation ... ok
test mamba::ssd_layer::tests::test_ssd_performance_metrics ... ok
test mamba::test_mamba_parameter_count ... ok
test mamba::tests::test_mamba_config_default ... ok
test inference::tests::test_neural_network_batch_processing ... ok
test mamba::tests::test_mamba_state_creation ... ok
test mamba::tests::test_mamba_creation ... ok
test mamba::tests::test_mamba_performance_metrics ... ok
test mamba::trainable_adapter::tests::test_mamba2_compute_loss ... ok
test mamba::trainable_adapter::tests::test_mamba2_learning_rate_validation ... ok
test mamba::trainable_adapter::tests::test_mamba2_metrics_collection ... ok
test memory_optimization::auto_batch_size::tests::test_auto_batch_sizer_rtx_3050_ti ... ok
test memory_optimization::auto_batch_size::tests::test_auto_batch_sizer_t4 ... ok
test memory_optimization::auto_batch_size::tests::test_batch_size_config_default ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_all_succeed ... ok
test mamba::trainable_adapter::tests::test_mamba2_trait_implementation ... ok
test mamba::trainable_adapter::tests::test_mamba2_zero_grad ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_converges_quickly ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_finds_optimal_batch_size ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_finds_power_of_two ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_max_attempts_safety ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_non_oom_error_propagates ... ok
test memory_optimization::auto_batch_size::tests::test_binary_search_handles_min_batch_size_oom ... FAILED
test memory_optimization::auto_batch_size::tests::test_binary_search_single_valid_batch_size ... ok
test memory_optimization::auto_batch_size::tests::test_fp32_requires_larger_gpu ... ok
test memory_optimization::auto_batch_size::tests::test_fp32_vs_int8_rtx_3050_ti ... ok
test memory_optimization::auto_batch_size::tests::test_gradient_checkpointing_increases_batch_size ... ok
test memory_optimization::auto_batch_size::tests::test_insufficient_memory_error ... ok
test memory_optimization::auto_batch_size::tests::test_legacy_model_memory_mb_still_works ... ok
test memory_optimization::auto_batch_size::tests::test_int8_works_on_small_gpu ... ok
test memory_optimization::auto_batch_size::tests::test_memory_info ... ok
test memory_optimization::auto_batch_size::tests::test_model_precision_memory_multiplier ... ok
test memory_optimization::auto_batch_size::tests::test_optimizer_memory_multiplier ... ok
test memory_optimization::auto_batch_size::tests::test_sgd_uses_less_memory_than_adam ... ok
test memory_optimization::lazy_loader::tests::test_load_strategy ... ok
test memory_optimization::precision::tests::test_memory_multiplier ... ok
test memory_optimization::precision::tests::test_precision_types ... ok
test memory_optimization::qat::tests::test_estimate_qparams_asymmetric ... ok
test memory_optimization::qat::tests::test_estimate_qparams_symmetric ... ok
test memory_optimization::qat::tests::test_fake_quantize_edge_cases ... ok
test memory_optimization::qat::tests::test_fake_quantize_per_channel ... ok
test memory_optimization::qat::tests::test_fake_quantize_preserves_gradients ... ok
test memory_optimization::qat::tests::test_fake_quantize_tensor ... ok
test memory_optimization::qat::tests::test_observer_state_validation ... ok
test memory_optimization::qat::tests::test_per_channel_dimension_validation ... ok
test memory_optimization::qat::tests::test_quantize_dequantize_round_trip ... ok
test memory_optimization::quantization::tests::test_quantization_config ... ok
test flash_attention::tests::test_flash_attention_creation ... ok
test memory_optimization::quantization::tests::test_quantization_types ... ok
test memory_optimization::qat::tests::test_observer_state_save_load ... ok
test memory_optimization::qat::tests::test_observer_state_single_channel ... ok
test metrics::sharpe::tests::test_sharpe_ratio_comparison ... ok
test metrics::sharpe::tests::test_sharpe_ratio_constant_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_default ... ok
test metrics::sharpe::tests::test_sharpe_ratio_different_periods ... ok
test metrics::sharpe::tests::test_sharpe_ratio_empty_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_high_volatility ... ok
test metrics::sharpe::tests::test_sharpe_ratio_large_dataset ... ok
test metrics::sharpe::tests::test_sharpe_ratio_mixed_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_negative_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_positive_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_validation_invalid_periods ... ok
test metrics::sharpe::tests::test_sharpe_ratio_single_return ... ok
test metrics::sharpe::tests::test_sharpe_ratio_validation_infinite_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_validation_nan_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_validation_nan_risk_free_rate ... ok
test metrics::sharpe::tests::test_sharpe_ratio_zero_mean_returns ... ok
test metrics::sharpe::tests::test_sharpe_ratio_zero_risk_free_rate ... ok
test microstructure::tests::test_ring_buffer ... ok
test microstructure::tests::test_trade_direction_classification ... ok
test microstructure::vpin_implementation::tests::test_ring_buffer ... ok
test microstructure::vpin_implementation::tests::test_trade_direction_classification ... ok
test microstructure::vpin_implementation::tests::test_volume_bucket ... ok
test model_factory::tests::test_all_wrappers_with_custom_ids ... ok
test model_factory::tests::test_create_dqn_wrapper ... ok
test model_factory::tests::test_create_mamba_wrapper ... ok
test model_factory::tests::test_create_tft_wrapper ... ok
test model_factory::tests::test_dqn_wrapper_prediction ... ok
test model_factory::tests::test_create_ppo_wrapper ... ok
test model_factory::tests::test_mamba_wrapper_prediction ... ok
test model_factory::tests::test_ppo_wrapper_prediction ... ok
test model_registry::checkpoint_loader::tests::test_checkpoint_scanner_creation ... ok
test model_factory::tests::test_tft_wrapper_prediction ... ok
test model_registry::checkpoint_loader::tests::test_extract_epoch_from_filename ... ok
test model_registry::tests::test_model_registry_new ... ignored
test model_registry::tests::test_register_and_retrieve_model ... ignored
test model_registry::checkpoint_loader::tests::test_registration_summary_totals ... ok
test models_demo::tests::test_calculate_demo_summary_empty ... ok
test models_demo::tests::test_get_available_models ... ok
test models_demo::tests::test_model_demo_config_creation ... ok
test models_demo::tests::test_run_single_model_demo ... ok
test observability::metrics::tests::test_model_type_string_conversion ... ok
test operations::tests::test_safe_allocate ... ok
test observability::metrics::tests::test_metrics_collector_creation ... ok
test observability::metrics::tests::test_performance_monitor ... ok
test operations::tests::test_safe_math_op ... ok
test observability::metrics::tests::test_global_metrics_initialization ... ok
test operations::tests::test_validate_financial_value ... ok
test operations::tests::test_validate_tensor_dims ... ok
test operations_safe::tests::test_is_safe_value ... ok
test operations_safe::tests::test_replace_unsafe ... ok
test operations_safe::tests::test_safe_div ... ok
test operations_safe::tests::test_safe_exp ... ok
test mamba::trainable_adapter::tests::test_mamba2_checkpoint_roundtrip ... ok
test operations_safe::tests::test_safe_log ... ok
test ops_production::tests::test_safe_argmax ... ok
test ops_production::tests::test_safe_divide ... ok
test ops_production::tests::test_safe_index ... ok
test ops_production::tests::test_safe_softmax ... ok
test ops_production::tests::test_validate_array ... ok
test performance::tests::test_aligned_buffer ... ok
test performance::tests::test_benchmark_simd_performance ... ok
test performance::tests::test_performance_profiler ... ok
test performance::tests::test_simd_activations ... ok
test performance::tests::test_simd_dot_product ... ok
test portfolio_transformer::tests::test_config_creation ... ok
test portfolio_transformer::tests::test_portfolio_state_creation ... ok
test portfolio_transformer::tests::test_portfolio_transformer_creation ... ok
test ppo::continuous_demo::tests::test_comparison_demo ... ok
test portfolio_transformer::tests::test_transaction_cost_modeling ... ok
test portfolio_transformer::tests::test_portfolio_optimization ... ok
test portfolio_transformer::tests::test_risk_parity_constraint ... ok
test ppo::continuous_demo::tests::test_integration_example ... ok
test ppo::continuous_policy::tests::test_batch_processing ... ok
test ppo::continuous_demo::tests::test_continuous_demo ... ok
test ppo::continuous_policy::tests::test_continuous_action ... ok
test ppo::continuous_policy::tests::test_action_sampling ... ok
test ppo::continuous_policy::tests::test_config_updates ... ok
test ppo::continuous_policy::tests::test_entropy_computation ... ok
test ppo::continuous_policy::tests::test_continuous_policy_creation ... ok
test ppo::continuous_policy::tests::test_forward_pass ... ok
test ppo::continuous_policy::tests::test_log_probabilities ... ok
test ppo::continuous_policy::tests::test_fixed_vs_learnable_std ... ok
test ppo::continuous_policy::tests::test_numerical_stability ... ok
test ppo::continuous_ppo::tests::test_continuous_trajectory_batch ... ok
test ppo::continuous_ppo::tests::test_continuous_trajectory_step ... ok
test ppo::continuous_ppo::tests::test_continuous_action_selection ... ok
test ppo::continuous_ppo::tests::test_continuous_ppo_creation ... ok
test ppo::continuous_ppo::tests::test_tensor_conversion ... ok
test ppo::gae::tests::test_advantage_normalization ... ok
test ppo::gae::tests::test_advantage_methods ... ok
test ppo::gae::tests::test_discounted_returns ... ok
test ppo::continuous_ppo::tests::test_exploration_parameter_control ... ok
test ppo::gae::tests::test_empty_trajectory_handling ... ok
test ppo::gae::tests::test_gae_multiple_trajectories ... ok
test ppo::gae::tests::test_gae_single_trajectory ... ok
test ppo::gae::tests::test_mismatched_lengths_error ... ok
test ppo::gae::tests::test_td_advantages ... ok
test ppo::ppo::tests::test_policy_network_creation ... ok
test ppo::ppo::tests::test_ppo_config_default ... ok
test ppo::continuous_policy::tests::test_action_bounds ... ok
test ppo::ppo::tests::test_ppo_config_validation ... ok
test ppo::ppo::tests::test_ppo_creation ... ok
test ppo::ppo::tests::test_value_network_creation ... ok
test ppo::trainable_adapter::tests::test_unified_ppo_creation ... ok
test ppo::trajectories::tests::test_advantage_normalization ... ok
test ppo::ppo::tests::test_ppo_training_steps ... ok
test ppo::trajectories::tests::test_mini_batch_creation ... ok
test ppo::trajectories::tests::test_trajectory_batch_creation ... ok
test ppo::trajectories::tests::test_trajectory_creation ... ok
test ppo::trajectories::tests::test_trajectory_returns_computation ... ok
test production::tests::test_model_versioning ... ok
test production::tests::test_onnx_export_validation ... ok
test production::tests::test_performance_metrics ... ok
test production::tests::test_production_pipeline_basic ... ok
test production::tests::test_quantization_config ... ok
test ppo::trainable_adapter::tests::test_unified_ppo_metrics ... ok
test ppo::trainable_adapter::tests::test_unified_ppo_forward ... ok
test random_model::tests::test_gaussian_model ... ok
test random_model::tests::test_random_model ... ok
test random_model::tests::test_reproducibility ... ok
test mamba::scan_algorithms::test_benchmark_scan_performance ... ok
test regime::cusum::unit_tests::test_cusum_initialization ... ok
test regime::cusum::unit_tests::test_cusum_max_zero ... ok
test regime::cusum::unit_tests::test_cusum_negative_accumulation ... ok
test regime::cusum::unit_tests::test_cusum_positive_accumulation ... ok
test regime::cusum::unit_tests::test_cusum_parameter_update ... ok
test regime::cusum::unit_tests::test_structural_break_fields ... ok
test regime::multi_cusum::tests::test_detection_mode_any ... ok
test regime::multi_cusum::tests::test_detection_mode_weighted_vote ... ok
test regime::multi_cusum::tests::test_empty_features ... ok
test regime::multi_cusum::tests::test_multi_cusum_creation ... ok
test regime::multi_cusum::tests::test_multi_cusum_weight_validation ... ok
test regime::orchestrator::tests::test_bar_conversion ... ok
test regime::orchestrator::tests::test_insufficient_data_error ... ok
test regime::orchestrator::tests::test_regime_state_serialization ... ok
test regime::pages_test::tests::test_pages_new_initialization ... ok
test regime::pages_test::tests::test_pages_reset ... ok
test regime::pages_test::tests::test_pages_non_finite_value ... ok
test regime::pages_test::tests::test_pages_stable_variance_no_detection ... ok
test regime::pages_test::tests::test_pages_variance_increase_detection ... ok
test regime::ranging::tests::test_bollinger_bands_calculation ... ok
test regime::ranging::tests::test_adx_calculation ... ok
test regime::ranging::tests::test_classifier_creation ... ok
test regime::ranging::tests::test_default_classifier ... ok
test regime::ranging::tests::test_insufficient_data ... ok
test regime::ranging::tests::test_bollinger_oscillation_rate ... ok
test portfolio_transformer::tests::test_different_model_sizes ... ok
test regime::ranging::tests::test_reset ... ok
test regime::ranging::tests::test_variance_ratio_calculation ... ok
test regime::ranging::tests::test_ranging_detection ... ok
test regime::transition_matrix::tests::test_expected_duration ... ok
test regime::transition_matrix::tests::test_laplace_smoothing ... ok
test regime::transition_matrix::tests::test_new_initialization ... ok
test regime::ranging::tests::test_trending_not_ranging ... ok
test regime::transition_matrix::tests::test_stationary_convergence ... ok
test regime::transition_matrix::tests::test_update_and_normalization ... ok
test regime::transition_probability_features::tests::test_complementary_stability_change_prob ... ok
test regime::transition_probability_features::tests::test_compute_features_returns_five_values ... ok
test regime::transition_probability_features::tests::test_entropy_non_negative ... ok
test regime::transition_probability_features::tests::test_initialization ... ok
test regime::transition_probability_features::tests::test_stability_bounds ... ok
test regime::trending::tests::test_classifier_creation ... ok
test regime::trending::tests::test_default_classifier ... ok
test regime::trending::tests::test_directional_indicators ... ok
test regime::trending::tests::test_direction_detection ... ok
test regime::trending::tests::test_hurst_mean_reverting ... ok
test regime::trending::tests::test_incremental_adx_update ... ok
test regime::trending::tests::test_insufficient_data_returns_ranging ... ok
test regime::trending::tests::test_invalid_adx_threshold - should panic ... ok
test regime::trending::tests::test_ranging_market_detection ... ok
test regime::trending::tests::test_invalid_hurst_threshold - should panic ... ok
test regime::trending::tests::test_invalid_lookback_period - should panic ... ok
test regime::trending::tests::test_strong_uptrend_detection ... ok
test regime::volatile::tests::test_classifier_default ... ok
test regime::volatile::tests::test_classifier_initialization ... ok
test regime::volatile::tests::test_atr_expansion_detection ... ok
test regime::volatile::tests::test_classify_insufficient_data ... ok
test regime::volatile::tests::test_classify_high_volatility ... ok
test regime::volatile::tests::test_garman_klass_volatility_edge_cases ... ok
test regime::volatile::tests::test_garman_klass_volatility_normal ... ok
test regime::volatile::tests::test_garman_klass_volatility_zero_range ... ok
test regime::volatile::tests::test_classify_low_volatility ... ok
test regime::volatile::tests::test_get_current_volatility ... ok
test regime::volatile::tests::test_get_current_volatility_empty ... ok
test regime::volatile::tests::test_get_volatility_regime_low ... ok
test regime::volatile::tests::test_parkinson_volatility_invalid_prices ... ok
test regime::volatile::tests::test_get_volatility_regime_high ... ok
test regime::volatile::tests::test_parkinson_volatility_normal ... ok
test regime::volatile::tests::test_parkinson_volatility_zero_range ... ok
test regime_detection::tests::test_config_defaults ... ok
test regime_detection::tests::test_config_serialization ... ok
test regime_detection::tests::test_feature_data_update ... ok
test regime_detection::tests::test_regime_detection ... ok
test regime_detection::tests::test_regime_detection_engine_creation ... ok
test risk::circuit_breakers::tests::test_circuit_breaker_creation ... ok
test risk::circuit_breakers::tests::test_circuit_breaker_reset ... ok
test risk::circuit_breakers::tests::test_circuit_breaker_state ... ok
test risk::circuit_breakers::tests::test_market_stress_calculation ... ok
test real_data_loader::tests::test_load_symbol_data ... ok
test risk::circuit_breakers::tests::test_model_performance_circuit_breaker ... ok
test risk::circuit_breakers::tests::test_volatility_circuit_breaker ... ok
test risk::kelly_optimizer::tests::test_basic_kelly_calculation ... ok
test risk::kelly_optimizer::tests::test_enhanced_kelly_calculation ... ok
test risk::kelly_optimizer::tests::test_fractional_kelly ... ok
test risk::kelly_optimizer::tests::test_invalid_inputs ... ok
test risk::kelly_optimizer::tests::test_position_recommendation ... ok
test risk::kelly_position_sizing_service::tests::test_position_sizing_request ... ok
test risk::kelly_position_sizing_service::tests::test_kelly_service_creation ... ok
test risk::kelly_position_sizing_service::tests::test_risk_tolerance_fractions ... ok
test risk::var_models::tests::test_feature_scaler ... ok
test risk::var_models::tests::test_linear_layer ... ok
test risk::var_models::tests::test_var_features_from_market_data ... ok
test risk::var_models::tests::test_neural_var_model_creation ... ok
test safety::bounds_checker::tests::test_array_bounds ... ok
test safety::bounds_checker::tests::test_enable_disable ... ok
test safety::bounds_checker::tests::test_matmul_dims ... ok
test safety::bounds_checker::tests::test_safe_array_access ... ok
test safety::bounds_checker::tests::test_slice_bounds ... ok
test safety::bounds_checker::tests::test_tensor_bounds ... ok
test safety::bounds_checker::tests::test_violation_tracking ... ok
test safety::drift_detector::tests::test_accuracy_drift ... ok
test safety::drift_detector::tests::test_baseline_setting ... ok
test safety::drift_detector::tests::test_drift_detection ... ok
test safety::drift_detector::tests::test_drift_report ... ok
test safety::drift_detector::tests::test_drift_status ... ok
test safety::drift_detector::tests::test_invalid_inputs ... ok
test safety::financial_validator::tests::test_portfolio_weights ... ok
test safety::financial_validator::tests::test_batch_validation ... ok
test regime::volatile::tests::test_performance_target ... ok
test safety::financial_validator::tests::test_price_change_validation ... ok
test safety::financial_validator::tests::test_price_validation ... ok
test safety::financial_validator::tests::test_risk_metrics ... ok
test safety::gradient_safety::tests::test_emergency_reset ... ok
test safety::gradient_safety::tests::test_gradient_clipping ... ok
test safety::gradient_safety::tests::test_infinity_detection ... ok
test safety::gradient_safety::tests::test_nan_detection ... ok
test safety::gradient_safety::tests::test_learning_rate_adaptation ... ok
test safety::math_ops::tests::test_safe_correlation ... ok
test safety::gradient_safety::tests::test_normal_gradient_processing ... ok
test safety::math_ops::tests::test_safe_divide ... ok
test safety::math_ops::tests::test_safe_softmax ... ok
test safety::memory_manager::tests::test_byte_formatting ... ok
test safety::memory_manager::tests::test_device_keys ... ok
test safety::memory_manager::tests::test_cleanup_callback ... ok
test safety::math_ops::tests::test_safe_sqrt ... ok
test safety::memory_manager::tests::test_memory_allocation_tracking ... ok
test safety::memory_manager::tests::test_memory_limit_checking ... ok
test safety::memory_manager::tests::test_peak_tracking ... ok
test safety::memory_manager::tests::test_safety_status ... ok
test safety::tensor_ops::tests::test_activation_functions ... ok
test safety::tensor_ops::tests::test_safe_narrow ... ok
test mamba::tests::test_mamba_hft_config ... ok
test safety::tensor_ops::tests::test_safe_reshape ... ok
test safety::tensor_ops::tests::test_safe_tensor_creation ... ok
test safety::tests::test_financial_validation ... ok
test safety::tests::test_safe_tensor_creation ... ok
test safety::tests::test_safety_status ... ok
test security::anomaly_detector::tests::test_coordinated_attack_detection ... ok
test security::anomaly_detector::tests::test_model_drift_detection ... ok
test security::anomaly_detector::tests::test_history_management ... ok
test security::anomaly_detector::tests::test_no_anomaly ... ok
test security::anomaly_detector::tests::test_reset_history ... ok
test security::anomaly_detector::tests::test_severity_calculation ... ok
test security::anomaly_detector::tests::test_sudden_shift_detection ... ok
test security::prediction_validator::tests::test_bootstrap_phase ... ok
test security::prediction_validator::tests::test_low_confidence_flag ... ok
test security::prediction_validator::tests::test_reset_statistics ... ok
test security::prediction_validator::tests::test_statistics_update ... ok
test security::prediction_validator::tests::test_validate_out_of_bounds ... ok
test security::prediction_validator::tests::test_validate_normal_prediction ... ok
test security::tests::test_security_event_builder ... ok
test security::tests::test_severity_ordering ... ok
test stress_testing::tests::test_configuration_driven_simulator ... ok
test stress_testing::tests::test_custom_stress_test_config ... ok
test stress_testing::tests::test_market_data_calculations ... ok
test stress_testing::tests::test_phase_stats ... ok
test stress_testing::tests::test_stress_test_config_creation ... ok
test security::prediction_validator::tests::test_validate_outlier ... ok
test tensor_ops::tests::test_clamp ... ok
test tensor_ops::tests::test_integer_tensor_creation ... ok
test tensor_ops::tests::test_stable_softmax ... ok
test real_data_loader::tests::test_extract_features ... ok
test test_fixtures::tests::test_create_test_symbol_map ... ok
test test_fixtures::tests::test_generate_test_price ... ok
test test_fixtures::tests::test_generate_test_volume ... ok
test test_fixtures::tests::test_get_test_symbol ... ok
test test_fixtures::tests::test_get_test_symbol_by_name ... ok
test test_fixtures::tests::test_get_test_symbol_names ... ok
test test_fixtures::tests::test_get_test_symbols_by_exchange ... ok
test test_fixtures::tests::test_get_test_symbols_by_market_cap ... ok
test tft::gated_residual::tests::test_glu_creation ... ok
test tft::gated_residual::tests::test_glu_forward ... ok
test tft::gated_residual::tests::test_grn_creation ... ok
test tft::gated_residual::tests::test_grn_forward_same_dims ... ok
test tft::gated_residual::tests::test_grn_forward_with_context ... ok
test tft::gated_residual::tests::test_grn_forward_different_dims ... ok
test tft::gated_residual::tests::test_grn_forward_3d ... ok
test tft::qat_tft::tests::test_fake_quantize_calibration ... ok
test tft::gated_residual::tests::test_grn_stack ... ok
test tft::quantile_outputs::tests::test_prediction_intervals ... ok
test tft::quantile_outputs::tests::test_quantile_layer_creation ... ok
test tft::quantile_outputs::tests::test_quantile_layer_forward_2d ... ok
test tft::quantile_outputs::tests::test_quantile_layer_forward_3d ... ok
test tft::quantile_outputs::tests::test_quantile_levels ... ok
test tft::quantile_outputs::tests::test_quantile_loss ... ok
test flash_attention::tests::test_sparse_mask_creation ... ok
test real_data_loader::tests::test_calculate_indicators ... ok
test labeling::gpu_acceleration::tests::test_gpu_labeling_engine_creation ... ok
test dqn::self_supervised_pretraining::tests::test_preprocessing ... ok
test tft::quantized_attention::tests::test_invalid_dimensions ... ok
test labeling::gpu_acceleration::tests::test_batch_processing ... ok
test flash_attention::tests::test_flash_attention_forward ... ok
test tft::quantized_attention::tests::test_attention_basic ... FAILED
test dqn::trainable_adapter::tests::test_dqn_adapter_forward ... ok
test tft::quantized_attention::tests::test_causal_mask ... FAILED
test tft::quantized_attention::tests::test_attention_weights_sum_to_one ... FAILED
test tft::quantized_vsn::tests::test_u8_conversion ... ok
test tft::temporal_attention::tests::test_attention_config_default ... ok
test tft::temporal_attention::tests::test_attention_head_creation ... ok
test tft::quantized_attention::tests::test_output_shape_validation ... FAILED
test tft::quantized_attention::tests::test_weight_caching ... FAILED
test tft::temporal_attention::tests::test_positional_encoding_creation ... ok
test tft::temporal_attention::tests::test_positional_encoding_forward ... ok
test tft::quantized_grn::tests::test_quantized_grn_creation ... ok
test tft::temporal_attention::tests::test_causal_mask_application ... ok
test tft::quantized_vsn::tests::test_quantized_vsn_creation ... ok
test tft::tests::test_tft_config_default ... ok
test labeling::gpu_acceleration::tests::test_gpu_traits ... ok
test tft::tests::test_tft_config_mismatch_detection ... ok
test tft::temporal_attention::tests::test_temporal_attention_creation ... ok
test tft::quantized_grn::tests::test_quantized_grn_memory_footprint ... ok
test tft::tests::test_tft_state_creation ... ok
test dqn::dqn::tests::test_training_step_with_data ... FAILED
test tft::qat_tft::tests::test_qat_memory_usage ... ok
test tft::qat_tft::tests::test_qat_wrapper_creation ... ok
test tft::quantized_lstm::tests::test_memory_reduction ... ok
test tft::quantized_lstm::tests::test_quantized_lstm_creation ... ok
test tft::qat_tft::tests::test_qat_forward_pass ... ok
test benchmark::gpu_hardware::tests::test_warmup_protocol ... ok
test tft::qat_tft::tests::test_qat_calibration_workflow ... ok
test security::prediction_validator::tests::test_extreme_rate_limiting ... ok
test tft::tests::test_tft_creation ... ok
test tft::variable_selection::tests::test_importance_scores ... ok
test tft::variable_selection::tests::test_variable_selection_forward_2d ... ok
test tft::variable_selection::tests::test_variable_selection_forward_3d ... ok
test tft::variable_selection::tests::test_variable_selection_network_creation ... ok
test tft::variable_selection::tests::test_variable_selection_with_context ... ok
test tft::varmap_quantization::tests::test_classify_tensor_bias ... ok
test tft::varmap_quantization::tests::test_classify_tensor_layernorm ... ok
test tft::varmap_quantization::tests::test_classify_tensor_small ... ok
test tft::varmap_quantization::tests::test_classify_tensor_weight ... ok
test tft::varmap_quantization::tests::test_quantization_preserves_scale_and_zero_point ... ok
test tft::varmap_quantization::tests::test_quantize_varmap_basic ... ok
test tft::varmap_quantization::tests::test_quantize_varmap_parallel_basic ... ok
test tft::varmap_quantization::tests::test_quantize_varmap_parallel_memory_reduction ... ok
test tft::varmap_quantization::tests::test_quantize_varmap_parallel_performance ... ok
test tft::varmap_quantization::tests::test_save_and_load_quantized_weights ... ok
test tft::varmap_quantization::tests::test_validate_tensor_for_quantization ... ok
test tgnn::gating::tests::test_dimension_mismatch ... ok
test tgnn::gating::tests::test_empty_messages ... ok
test tgnn::gating::tests::test_gating_mechanism ... ok
test tgnn::gating::tests::test_glu_activation ... ok
test tgnn::gating::tests::test_multi_head_gating ... ok
test tgnn::gating::tests::test_softmax ... ok
test tgnn::gating::tests::test_temperature_setting ... ok
test tgnn::graph::tests::test_edge_operations ... ok
test tgnn::graph::tests::test_graph_creation ... ok
test tgnn::graph::tests::test_graph_stats ... ok
test tgnn::graph::tests::test_node_operations ... ok
test tgnn::graph::tests::test_nodes_by_type ... ok
test tgnn::graph::tests::test_shortest_path ... ok
test tgnn::tests::test_gnn_inference ... ok
test tgnn::tests::test_order_book_update ... ok
test tgnn::tests::test_tggn_creation ... ok
test tgnn::tests::test_training_pipeline ... ok
test tlob::mbp10_feature_extractor::tests::test_batch_extract_features ... ok
test tlob::mbp10_feature_extractor::tests::test_extract_feature_vector ... ok
test tlob::mbp10_feature_extractor::tests::test_extract_features_from_mbp10 ... ok
test tlob::mbp10_feature_extractor::tests::test_microstructure_features ... ok
test tlob::transformer::tests::test_concurrent_predictions ... ok
test tlob::transformer::tests::test_tlob_prediction ... ok
test tlob::transformer::tests::test_tlob_transformer_creation ... ok
test trainers::dqn::tests::test_batch_size_validation ... ok
test trainers::dqn::tests::test_dqn_trainer_creation ... ok
test tft::tests::test_tft_225_features_validation ... ok
test trainers::mamba2::tests::test_config_conversion ... ok
test trainers::mamba2::tests::test_hyperparameters_validation ... ok
test trainers::mamba2::tests::test_memory_estimation ... ok
test trainers::dqn::tests::test_feature_vector_to_state ... ok
test trainers::ppo::tests::test_gae_advantages_computation ... ok
test trainers::ppo::tests::test_ppo_config_conversion ... ok
test trainers::ppo::tests::test_ppo_hyperparameters_default ... ok
test trainers::ppo::tests::test_ppo_trainer_creation ... ok
test trainers::ppo::tests::test_ppo_trainer_gpu_batch_limit ... ok
test trainers::ppo::tests::test_reward_computation ... ok
test trainers::mamba2::tests::test_trainer_creation ... ok
test tft::tests::test_tft_performance_metrics ... ok
test tft::tests::test_tft_metadata ... ok
test trainers::tft::tests::test_training_config_conversion ... ok
test trainers::tlob::tests::test_batch_preparation ... ok
test trainers::tlob::tests::test_batch_size_validation ... ok
test trainers::tlob::tests::test_dummy_sequence_generation ... ok
test trainers::tlob::tests::test_tlob_trainer_creation ... ok
test training::orchestrator::tests::test_checkpoint_dir_creation ... ok
test training::orchestrator::tests::test_lr_schedule_cosine ... ok
test training::orchestrator::tests::test_lr_schedule_warmup ... ok
test training::orchestrator::tests::test_orchestrator_creation ... ok
test training::tests::test_activation_functions ... ok
test training::tests::test_fast_inference ... ok
test training::tests::test_forward_pass ... ok
test training::tests::test_network_creation ... ok
test training::tests::test_training_config_default ... ok
test training::tests::test_training_metrics ... ok
test training::tests::test_training_pipeline ... ok
test training::unified_data_loader::tests::test_data_loader_creation ... ok
test training::unified_data_loader::tests::test_training_sample_creation ... ok
test training::unified_data_loader::tests::test_unified_data_loader_config_default ... ok
test training::unified_trainer::tests::test_checkpoint_filename ... ok
test training::unified_trainer::tests::test_checkpoint_metadata_serialization ... ok
test training::unified_trainer::tests::test_training_metrics_default ... ok
test training_pipeline::tests::test_default_config_validity ... ok
test training_pipeline::tests::test_financial_features_validation ... ok
test training_pipeline::tests::test_training_system_creation ... ok
test traits::tests::test_performance_metrics_targets ... ok
test traits::tests::test_streaming_stats_default ... ok
test transformers::attention::tests::test_attention_config ... ok
test transformers::tests::test_config_presets ... ok
test transformers::tests::test_latency_expectations ... ok
test transformers::tests::test_model_size_config ... ok
test universe::volatility::tests::test_garch_model ... ok
test universe::volatility::tests::test_integer_sqrt ... ok
test universe::volatility::tests::test_price_data_update ... ok
test universe::volatility::tests::test_volatility_calculations ... ok
test universe::volatility::tests::test_volatility_cluster_engine_creation ... ok
test universe::volatility::tests::test_volatility_regime_classification ... ok
test tft::trainable_adapter::tests::test_tft_trainable_creation ... ok
test tft::tests::test_tft_wave_c_config ... ok
test tft::tests::test_tft_225_features_default ... ok
test tft::tests::test_tft_checkpoint_preserves_config ... ok
test tft::tests::test_tft_training_state ... ok
test tft::training::tests::test_trainer_creation ... ok
test trainers::tft::tests::test_tft_trainer_creation ... ok
test trainers::tft::tests::test_qat_lr_schedule ... ok
test trainers::tft::tests::test_checkpoint_save_load ... ok
test tft::trainable_adapter::tests::test_tft_checkpoint_save_load ... ok
test tft::trainable_adapter::tests::test_tft_zero_grad_resets_norm ... ok
test tft::trainable_adapter::tests::test_tft_metrics_collection ... ok
test tft::trainable_adapter::tests::test_tft_learning_rate_validation ... ok
test tft::trainable_adapter::tests::test_tft_zero_grad ... ok
test tft::trainable_adapter::tests::test_tft_zero_grad_with_training_simulation ... ok

failures:

---- memory_optimization::auto_batch_size::tests::test_binary_search_handles_min_batch_size_oom stdout ----

thread 'memory_optimization::auto_batch_size::tests::test_binary_search_handles_min_batch_size_oom' panicked at ml/src/memory_optimization/auto_batch_size.rs:916:9:
Should fail when min batch size causes OOM
stack backtrace:
   0: __rustc::rust_begin_unwind
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:697:5
   1: core::panicking::panic_fmt
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panicking.rs:75:14
   2: core::ops::function::FnOnce::call_once
   3: core::ops::function::FnOnce::call_once
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5
note: Some details are omitted, run with `RUST_BACKTRACE=full` for a verbose backtrace.

---- tft::quantized_attention::tests::test_attention_basic stdout ----
Error: ModelError("Candle error: shape mismatch in matmul, lhs: [4, 60, 256], rhs: [256, 256]\n   0: candle_core::error::Error::bt\n   1: candle_core::tensor::Tensor::matmul\n   2: ml::tft::quantized_attention::QuantizedTemporalAttention::compute_projections_slow\n   3: ml::tft::quantized_attention::QuantizedTemporalAttention::forward_with_mask\n   4: core::ops::function::FnOnce::call_once\n   5: core::ops::function::FnOnce::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n   6: test::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:648:18\n   7: test::types::RunnableTest::run\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/types.rs:145:40\n   8: test::run_test_in_process::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:74\n   9: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  10: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  11: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  12: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  13: test::run_test_in_process\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:27\n  14: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:592:43\n  15: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:622:41\n  16: std::sys::backtrace::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/backtrace.rs:152:18\n  17: std::thread::Builder::spawn_unchecked_::{{closure}}::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:559:17\n  18: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  19: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  20: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  21: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  22: std::thread::Builder::spawn_unchecked_::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:557:30\n  23: core::ops::function::FnOnce::call_once{{vtable.shim}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n  24: <alloc::boxed::Box<F,A> as core::ops::function::FnOnce<Args>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/alloc/src/boxed.rs:1966:9\n  25: std::sys::pal::unix::thread::Thread::new::thread_start\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/pal/unix/thread.rs:107:17\n  26: start_thread\n             at ./nptl/pthread_create.c:447:8\n  27: clone3\n             at ./misc/../sysdeps/unix/sysv/linux/x86_64/clone3.S:78:0\n")

---- tft::quantized_attention::tests::test_causal_mask stdout ----
Error: ModelError("Candle error: shape mismatch in matmul, lhs: [2, 10, 256], rhs: [256, 256]\n   0: candle_core::error::Error::bt\n   1: candle_core::tensor::Tensor::matmul\n   2: ml::tft::quantized_attention::QuantizedTemporalAttention::compute_projections_slow\n   3: ml::tft::quantized_attention::QuantizedTemporalAttention::forward_with_mask\n   4: core::ops::function::FnOnce::call_once\n   5: core::ops::function::FnOnce::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n   6: test::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:648:18\n   7: test::types::RunnableTest::run\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/types.rs:145:40\n   8: test::run_test_in_process::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:74\n   9: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  10: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  11: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  12: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  13: test::run_test_in_process\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:27\n  14: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:592:43\n  15: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:622:41\n  16: std::sys::backtrace::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/backtrace.rs:152:18\n  17: std::thread::Builder::spawn_unchecked_::{{closure}}::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:559:17\n  18: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  19: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  20: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  21: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  22: std::thread::Builder::spawn_unchecked_::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:557:30\n  23: core::ops::function::FnOnce::call_once{{vtable.shim}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n  24: <alloc::boxed::Box<F,A> as core::ops::function::FnOnce<Args>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/alloc/src/boxed.rs:1966:9\n  25: std::sys::pal::unix::thread::Thread::new::thread_start\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/pal/unix/thread.rs:107:17\n  26: start_thread\n             at ./nptl/pthread_create.c:447:8\n  27: clone3\n             at ./misc/../sysdeps/unix/sysv/linux/x86_64/clone3.S:78:0\n")

---- tft::quantized_attention::tests::test_attention_weights_sum_to_one stdout ----
Error: ModelError("Candle error: shape mismatch in matmul, lhs: [2, 8, 256], rhs: [256, 256]\n   0: candle_core::error::Error::bt\n   1: candle_core::tensor::Tensor::matmul\n   2: core::ops::function::FnOnce::call_once\n   3: core::ops::function::FnOnce::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n   4: test::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:648:18\n   5: test::types::RunnableTest::run\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/types.rs:145:40\n   6: test::run_test_in_process::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:74\n   7: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n   8: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n   9: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  10: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  11: test::run_test_in_process\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:27\n  12: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:592:43\n  13: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:622:41\n  14: std::sys::backtrace::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/backtrace.rs:152:18\n  15: std::thread::Builder::spawn_unchecked_::{{closure}}::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:559:17\n  16: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  17: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  18: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  19: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  20: std::thread::Builder::spawn_unchecked_::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:557:30\n  21: core::ops::function::FnOnce::call_once{{vtable.shim}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n  22: <alloc::boxed::Box<F,A> as core::ops::function::FnOnce<Args>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/alloc/src/boxed.rs:1966:9\n  23: std::sys::pal::unix::thread::Thread::new::thread_start\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/pal/unix/thread.rs:107:17\n  24: start_thread\n             at ./nptl/pthread_create.c:447:8\n  25: clone3\n             at ./misc/../sysdeps/unix/sysv/linux/x86_64/clone3.S:78:0\n")

---- tft::quantized_attention::tests::test_output_shape_validation stdout ----
Error: ModelError("Candle error: shape mismatch in matmul, lhs: [1, 10, 256], rhs: [256, 256]\n   0: candle_core::error::Error::bt\n   1: candle_core::tensor::Tensor::matmul\n   2: ml::tft::quantized_attention::QuantizedTemporalAttention::compute_projections_slow\n   3: ml::tft::quantized_attention::QuantizedTemporalAttention::forward_with_mask\n   4: core::ops::function::FnOnce::call_once\n   5: core::ops::function::FnOnce::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n   6: test::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:648:18\n   7: test::types::RunnableTest::run\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/types.rs:145:40\n   8: test::run_test_in_process::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:74\n   9: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  10: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  11: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  12: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  13: test::run_test_in_process\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:27\n  14: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:592:43\n  15: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:622:41\n  16: std::sys::backtrace::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/backtrace.rs:152:18\n  17: std::thread::Builder::spawn_unchecked_::{{closure}}::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:559:17\n  18: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  19: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  20: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  21: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  22: std::thread::Builder::spawn_unchecked_::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:557:30\n  23: core::ops::function::FnOnce::call_once{{vtable.shim}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n  24: <alloc::boxed::Box<F,A> as core::ops::function::FnOnce<Args>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/alloc/src/boxed.rs:1966:9\n  25: std::sys::pal::unix::thread::Thread::new::thread_start\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/pal/unix/thread.rs:107:17\n  26: start_thread\n             at ./nptl/pthread_create.c:447:8\n  27: clone3\n             at ./misc/../sysdeps/unix/sysv/linux/x86_64/clone3.S:78:0\n")

---- tft::quantized_attention::tests::test_weight_caching stdout ----
Error: ModelError("Candle error: shape mismatch in matmul, lhs: [2, 8, 256], rhs: [256, 256]\n   0: candle_core::error::Error::bt\n   1: candle_core::tensor::Tensor::matmul\n   2: ml::tft::quantized_attention::QuantizedTemporalAttention::compute_projections_slow\n   3: ml::tft::quantized_attention::QuantizedTemporalAttention::forward_with_mask\n   4: core::ops::function::FnOnce::call_once\n   5: core::ops::function::FnOnce::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n   6: test::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:648:18\n   7: test::types::RunnableTest::run\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/types.rs:145:40\n   8: test::run_test_in_process::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:74\n   9: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  10: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  11: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  12: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  13: test::run_test_in_process\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:671:27\n  14: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:592:43\n  15: test::run_test::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/test/src/lib.rs:622:41\n  16: std::sys::backtrace::__rust_begin_short_backtrace\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/backtrace.rs:152:18\n  17: std::thread::Builder::spawn_unchecked_::{{closure}}::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:559:17\n  18: <core::panic::unwind_safe::AssertUnwindSafe<F> as core::ops::function::FnOnce<()>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panic/unwind_safe.rs:272:9\n  19: std::panicking::catch_unwind::do_call\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:589:40\n  20: std::panicking::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:552:19\n  21: std::panic::catch_unwind\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panic.rs:359:14\n  22: std::thread::Builder::spawn_unchecked_::{{closure}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/thread/mod.rs:557:30\n  23: core::ops::function::FnOnce::call_once{{vtable.shim}}\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5\n  24: <alloc::boxed::Box<F,A> as core::ops::function::FnOnce<Args>>::call_once\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/alloc/src/boxed.rs:1966:9\n  25: std::sys::pal::unix::thread::Thread::new::thread_start\n             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/sys/pal/unix/thread.rs:107:17\n  26: start_thread\n             at ./nptl/pthread_create.c:447:8\n  27: clone3\n             at ./misc/../sysdeps/unix/sysv/linux/x86_64/clone3.S:78:0\n")

---- dqn::dqn::tests::test_training_step_with_data stdout ----

thread 'dqn::dqn::tests::test_training_step_with_data' panicked at ml/src/dqn/dqn.rs:652:9:
assertion failed: result.is_ok()
stack backtrace:
   0: __rustc::rust_begin_unwind
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/std/src/panicking.rs:697:5
   1: core::panicking::panic_fmt
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panicking.rs:75:14
   2: core::panicking::panic
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/panicking.rs:145:5
   3: core::ops::function::FnOnce::call_once
   4: core::ops::function::FnOnce::call_once
             at /rustc/29483883eed69d5fb4db01964cdf2af4d86e9cb2/library/core/src/ops/function.rs:250:5
note: Some details are omitted, run with `RUST_BACKTRACE=full` for a verbose backtrace.


failures:
    dqn::dqn::tests::test_training_step_with_data
    memory_optimization::auto_batch_size::tests::test_binary_search_handles_min_batch_size_oom
    tft::quantized_attention::tests::test_attention_basic
    tft::quantized_attention::tests::test_attention_weights_sum_to_one
    tft::quantized_attention::tests::test_causal_mask
    tft::quantized_attention::tests::test_output_shape_validation
    tft::quantized_attention::tests::test_weight_caching

test result: FAILED. 1289 passed; 7 failed; 14 ignored; 0 measured; 0 filtered out; finished in 2.44s

error: test failed, to rerun pass `-p ml --lib`