jgrusewski 3ad2344c87 fix: smoke test — enable training + limit walk-forward data ...

Root cause: the test never actually trained — min_replay_size=1000 but
only 800 experiences generated, so can_train()=false. Training was
entirely skipped, and the NaN error came from validation loss.

With min_replay_size=100 (from smoketest TOML), training runs properly.
But ASSERT 7 (walk-forward validation) loaded 146K bars × 15 folds ×
29K GPU forward passes = hours in debug mode.

Fixes:
- Load config from dqn-smoketest.toml (batch=64, lr=0.0003, hidden=64,
  max_steps=50, min_replay=100)
- drop(trainer) before ASSERT 7 to release CUDA context — avoids GPU
  command queue serialization between trainer and validation DQN
- Limit walk-forward to last 2000 bars (3 folds × 400 steps = seconds)
- Read epsilon from metrics instead of async lock (avoids RwLock
  contention after training)

Test passes locally in 48s (RTX 3050, debug mode).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

2026-03-22 13:55:09 +01:00

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common

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edge_cases

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fixtures

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integration

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regression

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unit

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validation

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ab_testing_integration.rs

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action_loader_real_csv_test.rs

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action_masking_smoke_test.rs

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activation_tests.rs

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adx_features_test.rs

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barrier_optimization_test.rs

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bayesian_changepoint_test.rs

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bessel_correction_test.rs

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bug16_portfolio_features_test.rs

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bug18_cash_reserve_solvency_test.rs

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bug20_portfolio_normalization_test.rs

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bug21_bug22_bug23_compilation_fixes_test.rs

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bug24_bug25_compilation_fixes_test.rs

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bug28_unused_import_test.rs

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cash_accounting_fix_test.rs

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cash_reserve_requirement_test.rs

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checkpoint_test.rs

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configurable_capital_test.rs

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contract_multiplier_test.rs

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cusum_test.proptest-regressions

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debug_position_delta_test.rs

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diffusion_integration.rs

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dqn_accumulation_convergence_test.rs

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dqn_action_collapse_fix_test.rs

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dqn_action_dependent_reward_test.rs

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dqn_action_masking_integration_test.rs

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dqn_action_position_sign_convention_test.rs

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dqn_activity_penalty_fix_test.rs

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dqn_adapter_paths_test.rs

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dqn_advanced_metrics_integration_test.rs

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dqn_barrier_integration_debug_test.rs

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dqn_c51_shape_validation_test.rs

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dqn_checkpoint_loading_test.rs

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dqn_diagnostic_logging_test.rs

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dqn_diversity_penalty_test.rs

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dqn_dueling_batched_wave62_test.rs

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dqn_early_stopping_termination_test.rs

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dqn_episode_boundaries_test.rs

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dqn_epsilon_decay_validation_test.rs

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dqn_feature_cache_test.rs

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dqn_feature_defaults_test.rs

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dqn_gradient_accumulation_test.rs

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dqn_gradient_collapse_root_cause_test.rs

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dqn_gradient_dtype_simple_test.rs

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dqn_hft_barriers_test.rs

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dqn_hyperopt_json_export_test.rs

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dqn_hyperopt_test.rs

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dqn_hyperparams_kelly_fields_test.rs

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dqn_inference_test.rs

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dqn_iqn_integration_test.rs

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dqn_kelly_regime_integration_test.rs

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dqn_logit_clipping_bug12_test.rs

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dqn_long_training_test.rs

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dqn_pnl_calculation_tests.rs

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dqn_rainbow_config_test.rs

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dqn_rainbow_test.rs

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dqn_regime_conditional_integration_test.rs

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dqn_reward_calculation_test.rs

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dqn_tensor_shape_validation.rs

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dqn_trainer_integration_tests.rs

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dqn_trainer_p1_tests.rs

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dqn_training_pipeline_test.rs

feat: GPU TOML profile system — replace hardcoded VRAM if/else chains

2026-03-21 11:21:55 +01:00

dqn_training_smoke_test.rs

fix: smoke test — enable training + limit walk-forward data

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dqn_transaction_cost_bug2_test.rs

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dqn_transaction_costs_test.rs

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dqn_use_double_dqn_test.rs

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dropout_scheduler_tests.rs

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ensemble_4_models_integration.rs

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ensemble_hot_swap_test.rs

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ensemble_hyperopt_tests.rs

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ensemble_inference_integration_test.rs

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ensemble_real_models_validation_test.rs

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evaluation_net_pnl_bug3_test.rs

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feature_extraction_46_test.rs

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feature_normalization_test.rs

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gpu_backtest_validation.rs

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gpu_kernel_parity_test.rs

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gpu_per_integration_test.rs

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gradient_accumulation_tests.rs

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huber_loss_test.rs

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hyperopt_action_masking_test.rs

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hyperopt_early_stopping_infrastructure_test.rs

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hyperopt_kelly_params_test.rs

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hyperopt_paths_test.rs

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hyperopt_price_extraction_test.rs

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hyperopt_tft_early_stopping_test.rs

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imbalance_bars_test.rs

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inference_engine_test.rs

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integration_ppo_ensemble.rs

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kan_integration.rs

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kelly_criterion_integration_test.rs

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liquid_cfc_training_test.rs

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liquid_networks_test.rs

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liquid_nn_training_tests.rs

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log_size_test.rs

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lr_scheduler_tests.rs

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mamba2_accuracy_fix_test.rs

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2026-03-19 08:59:52 +01:00

mamba2_early_stopping_test.rs

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2026-03-20 15:41:42 +01:00

mamba2_gradient_extraction_test.rs

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mamba2_hyperopt_edge_cases.rs

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2026-03-18 00:53:47 +01:00

mamba2_hyperopt_p0_p1_fixes.rs

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mamba2_weight_update_test.rs

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mbp10_parsing_test.rs

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microstructure_features_test.rs

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model_registry_checkpoint_test.rs

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model_validation_comprehensive.rs

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multi_cusum_test.rs

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ofi_features_test.rs

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ood_input_handling_tests.rs

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pages_test_test.rs

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paper_trading_integration_test.rs

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partial_reversal_support_test.rs

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partial_reversal_validation.rs

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pnl_realism_tests.rs

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portfolio_integration_tests.rs

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portfolio_tracker_reset_test.rs

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portfolio_value_normalization_test.rs

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ppo_45_action_network_tests.rs

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ppo_action_masking_tests.rs

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ppo_checkpoint_roundtrip_test.rs

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ppo_circuit_breaker_tests.rs

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ppo_continuous_bounds_test.rs

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ppo_continuous_transaction_costs_tests.rs

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ppo_dual_phase_backtest_tests.rs

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ppo_entropy_regularization_tests.rs

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ppo_factored_action_tests.rs

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ppo_hidden_state_tests.rs

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ppo_huber_loss_validation.rs

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ppo_hyperopt_validation_test.rs

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ppo_long_training_test.rs

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ppo_lstm_architecture_tests.rs

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ppo_lstm_training_loop_tests.rs

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ppo_portfolio_tracker_tests.rs

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ppo_position_limits_tests.rs

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ppo_recurrent_integration_tests.rs

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ppo_recurrent_performance_tests.rs

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ppo_reward_normalizer_tests.rs

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ppo_sequence_batching_multi_episode_tests.rs

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ppo_step_counter_fix_test.rs

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ppo_stress_testing_tests.rs

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ppo_transaction_costs_tests.rs

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ppo_validation_real_data_test.rs

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preprocessing_bessel_integration.rs

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preprocessing_test.rs

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preprocessing_validation_tests.rs

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price_validity_tests.rs

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production_trainer_adaptive_features_integration_test.rs

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production_training_smoke_test.rs

fix(tests): CI GPU test stability, walltime reduction, BF16 tolerance

2026-03-15 12:00:13 +01:00

pso_budget_calculation_test.rs

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q_value_constraint_test.rs

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rainbow_loss_shape_test.rs

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real_data_helpers.rs

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real_data_pipeline_test.rs

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recovery_tests.rs

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2026-03-19 08:55:55 +01:00

regime_transition_features_test.rs

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risk_action_masking_test.rs

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2026-03-15 12:00:13 +01:00

risk_position_limit_integration_test.rs

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run_bars_test.rs

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safety_comprehensive_test.rs

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sample_weights_test.rs

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scatter_add_gradient_test.rs

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2026-03-19 10:02:26 +01:00

smoke_test_real_data.rs

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2026-03-22 11:19:27 +01:00

softmax_exploration_test.rs

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streaming_pipeline_edge_cases.rs

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supervised_gpu_smoke_test.rs

fix: supervised GPU smoke test dimension mismatches

2026-03-21 09:14:53 +01:00

target_update_tests.rs

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2026-03-19 10:02:26 +01:00

test_dbn_sequence_256_features.rs

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test_dqn_cuda_device.rs

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test_extract_256_dim_features.rs

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test_grn_weight_initialization.rs

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test_scatter_source_gradients.rs

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test_sell_bug.rs

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test_streaming_loader.rs

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test_var_gradient_flow.rs

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test_var_source_gradients.rs

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tft_adapter_paths_test.rs

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tft_causal_masking_validation.rs

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2026-03-19 08:44:50 +01:00

tft_hyperopt_real_metrics_test.rs

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tft_inference_latency_benchmark.rs

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tft_lru_cache_test.rs

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tft_quantile_loss_validation.rs

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2026-03-19 08:44:50 +01:00

tft_real_dbn_data_test.rs

fix: migrate remaining 8 test files to GPU types — all test errors fixed

2026-03-19 08:59:52 +01:00

tft_test.rs

refactor(ml): delete mixed_precision module — BF16 unconditional on CUDA

2026-03-16 16:11:48 +01:00

training_chaos_tests.rs

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training_edge_cases.rs

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transaction_cost_application_test.rs

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transition_matrix_test.rs

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triple_barrier_test.rs

fix(tests): CI GPU test stability, walltime reduction, BF16 tolerance

2026-03-15 12:00:13 +01:00

validation_harness_integration_test.rs

refactor(cuda): eliminate all CPU fallbacks — CUDA mandatory across ML stack

2026-03-16 21:01:28 +01:00

validation_real_data_test.rs

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2026-03-16 21:01:28 +01:00

volatility_epsilon_test.rs

fix(tests): CI GPU test stability, walltime reduction, BF16 tolerance

2026-03-15 12:00:13 +01:00

wave16_checkpoint_regression_test.rs

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wave16q_ohlcv_mutation_test.rs

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wave16r_position_limits_test.rs

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wave16s_price_validation_test.rs

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wave_d_e2e_nq_fut_225_features_enhanced_test.rs

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wave_d_e2e_nq_fut_225_features_test.rs

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wave_d_edge_cases_test.rs

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xlstm_integration.rs

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