jgrusewski 9a96691001 perf(dqn): eliminate all GPU→CPU roundtrips from training hot path ...

Replace per-step to_scalar()/to_vec1() readbacks with GPU-resident
tensor accumulation and single epoch-boundary sync. On H100 this
removes ~12-15 pipeline flushes per training step (~5μs each),
enabling full GPU saturation with zero CPU sync in the inner loop.

Key changes:
- GpuTrainResult: train_step() returns GPU scalar tensors (loss_gpu,
  grad_norm_gpu) instead of f32 — zero readback per step
- Regime conditional: train all 3 heads unconditionally with
  zero-masked weights (mathematical no-op) instead of 3-6
  to_scalar() mask count checks per step
- GPU PER: max_priority as GPU tensor with flush_max_priority(),
  delta-based priority update via index_add (no CPU dedup)
- Deferred diagnostics: NaN detection, CQL logging, Q-value
  estimation all moved to epoch boundary where pipeline is
  already synced
- Legacy CPU-readback wrappers removed entirely

9 files changed, +393/-295 lines. 520 DQN tests passing.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-03-10 10:05:18 +01:00

..

common

refactor(ml): rename real_data_loader to data_loader

2026-03-02 15:41:23 +01:00

edge_cases

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

fixtures

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

integration

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

regression

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

unit

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

validation

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ab_testing_integration.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

action_loader_real_csv_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

action_masking_smoke_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

activation_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

adx_features_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

barrier_optimization_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bayesian_changepoint_test.rs

refactor(ml): rename real_data_loader to data_loader

2026-03-02 15:41:23 +01:00

bessel_correction_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bug16_portfolio_features_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bug18_cash_reserve_solvency_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bug20_portfolio_normalization_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bug21_bug22_bug23_compilation_fixes_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bug24_bug25_compilation_fixes_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

bug28_unused_import_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

cash_accounting_fix_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

cash_reserve_requirement_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

checkpoint_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

configurable_capital_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

contract_multiplier_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

cusum_test.proptest-regressions

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

debug_position_delta_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

diffusion_integration.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_accumulation_convergence_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_action_collapse_fix_test.rs

feat(fxt,ml): add fxt train monitor command and update DQN tests for action collapse fix

2026-03-04 22:58:40 +01:00

dqn_action_dependent_reward_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_action_masking_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_action_position_sign_convention_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_activity_penalty_fix_test.rs

refactor(ml): remove all legacy naming and deprecated wrappers

2026-03-08 15:13:41 +01:00

dqn_adapter_paths_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_advanced_metrics_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_barrier_integration_debug_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_c51_shape_validation_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_checkpoint_loading_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_diagnostic_logging_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_diversity_penalty_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_dueling_batched_wave62_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_early_stopping_termination_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_episode_boundaries_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_epsilon_decay_validation_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_feature_cache_test.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

dqn_feature_defaults_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_gradient_accumulation_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_gradient_collapse_root_cause_test.rs

feat(fxt,ml): add fxt train monitor command and update DQN tests for action collapse fix

2026-03-04 22:58:40 +01:00

dqn_gradient_dtype_simple_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_hft_barriers_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_hyperopt_json_export_test.rs

fix(dqn,ppo): production inference hardening, remove legacy aliases

2026-03-04 01:19:02 +01:00

dqn_hyperopt_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_hyperparams_kelly_fields_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_inference_test.rs

fix(ml): BUG #40 — epsilon stuck at 1.0 with noisy nets (100% random actions)

2026-03-04 23:13:25 +01:00

dqn_iqn_integration_test.rs

perf(dqn): eliminate all GPU→CPU roundtrips from training hot path

2026-03-10 10:05:18 +01:00

dqn_kelly_regime_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_logit_clipping_bug12_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_long_training_test.rs

fix(ml): BUG #40 — epsilon stuck at 1.0 with noisy nets (100% random actions)

2026-03-04 23:13:25 +01:00

dqn_pnl_calculation_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_rainbow_config_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_rainbow_test.rs

refactor(ml): consolidate duplicate Rainbow DQN agent implementations

2026-03-04 18:27:42 +01:00

dqn_regime_conditional_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_reward_calculation_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_tensor_shape_validation.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_trainer_integration_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_trainer_p1_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_training_pipeline_test.rs

fix(ml): BUG #40 — epsilon stuck at 1.0 with noisy nets (100% random actions)

2026-03-04 23:13:25 +01:00

dqn_training_smoke_test.rs

fix(ml): BUG #40 — epsilon stuck at 1.0 with noisy nets (100% random actions)

2026-03-04 23:13:25 +01:00

dqn_transaction_cost_bug2_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_transaction_costs_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dqn_use_double_dqn_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

dropout_scheduler_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ensemble_4_models_integration.rs

perf(ci): compile once with PVC sccache, package with Kaniko

2026-02-26 00:50:25 +01:00

ensemble_hot_swap_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ensemble_hyperopt_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ensemble_inference_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ensemble_real_models_validation_test.rs

refactor(ml): rename real_data_loader to data_loader

2026-03-02 15:41:23 +01:00

evaluation_net_pnl_bug3_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

feature_extraction_46_test.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

feature_normalization_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

gpu_kernel_parity_test.rs

fix(dqn): eliminate OOM in hyperopt by gating GPU features on small GPUs

2026-03-09 16:35:38 +01:00

gpu_per_integration_test.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

gradient_accumulation_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

huber_loss_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

hyperopt_action_masking_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

hyperopt_early_stopping_infrastructure_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

hyperopt_kelly_params_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

hyperopt_paths_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

hyperopt_price_extraction_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

hyperopt_tft_early_stopping_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

imbalance_bars_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

inference_engine_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

integration_ppo_ensemble.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

kan_integration.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

kelly_criterion_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

liquid_cfc_training_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

liquid_networks_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

liquid_nn_training_tests.rs

perf(ci): compile once with PVC sccache, package with Kaniko

2026-02-26 00:50:25 +01:00

log_size_test.rs

refactor(ml): delete 121 dead examples, 6 QAT tests, orphan binary

2026-02-26 00:05:38 +01:00

lr_scheduler_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

mamba2_accuracy_fix_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

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mamba2_early_stopping_test.rs

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mamba2_gradient_extraction_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

mamba2_hyperopt_edge_cases.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

mamba2_hyperopt_p0_p1_fixes.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

mamba2_weight_update_test.rs

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2026-02-25 11:56:00 +01:00

mbp10_parsing_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

memory_optimization_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

microstructure_features_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

model_registry_checkpoint_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

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model_validation_comprehensive.rs

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2026-02-25 11:56:00 +01:00

multi_cusum_test.rs

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2026-02-25 11:56:00 +01:00

ofi_features_test.rs

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2026-02-25 11:56:00 +01:00

ood_input_handling_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

pages_test_test.rs

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2026-02-25 11:56:00 +01:00

paper_trading_integration_test.rs

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2026-02-25 11:56:00 +01:00

parquet_feature_extraction_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

parquet_timestamp_loading_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

partial_reversal_support_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

partial_reversal_validation.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

per_channel_quantization_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

pnl_realism_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

portfolio_integration_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

portfolio_tracker_reset_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

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portfolio_value_normalization_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_45_action_network_tests.rs

feat(ppo): wire symlog, adaptive entropy, percentile scaling into training loop

2026-03-03 20:12:00 +01:00

ppo_action_masking_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_checkpoint_roundtrip_test.rs

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2026-02-25 11:56:00 +01:00

ppo_circuit_breaker_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_continuous_bounds_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_continuous_transaction_costs_tests.rs

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2026-02-25 11:56:00 +01:00

ppo_dual_phase_backtest_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_entropy_regularization_tests.rs

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ppo_factored_action_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

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ppo_hidden_state_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_huber_loss_validation.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_hyperopt_validation_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_long_training_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_lstm_architecture_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_lstm_training_loop_tests.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

ppo_portfolio_tracker_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_position_limits_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_recurrent_integration_tests.rs

feat(ppo): wire symlog, adaptive entropy, percentile scaling into training loop

2026-03-03 20:12:00 +01:00

ppo_recurrent_performance_tests.rs

feat(ml): VRAM-aware hidden dimension scaling for datacenter GPUs

2026-03-02 11:02:56 +01:00

ppo_reward_normalizer_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_sequence_batching_multi_episode_tests.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

ppo_step_counter_fix_test.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

ppo_stress_testing_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_transaction_costs_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

ppo_validation_real_data_test.rs

refactor(ml): rename real_data_loader to data_loader

2026-03-02 15:41:23 +01:00

preprocessing_bessel_integration.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

preprocessing_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

preprocessing_validation_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

price_validity_tests.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

production_trainer_adaptive_features_integration_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

production_training_smoke_test.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

pso_budget_calculation_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

q_value_constraint_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

rainbow_loss_shape_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

real_data_helpers.rs

refactor(ml): rename real_data_loader to data_loader

2026-03-02 15:41:23 +01:00

real_data_pipeline_test.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

recovery_tests.rs

perf(ci): compile once with PVC sccache, package with Kaniko

2026-02-26 00:50:25 +01:00

regime_transition_features_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

risk_action_masking_test.rs

refactor: restructure repo — crates/, bin/, testing/ layout

2026-02-25 11:56:00 +01:00

risk_position_limit_integration_test.rs

perf(ci): compile once with PVC sccache, package with Kaniko

2026-02-26 00:50:25 +01:00

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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smoke_test_real_data.rs

fix(dqn): eliminate OOM in hyperopt by gating GPU features on small GPUs

2026-03-09 16:35:38 +01:00

softmax_exploration_test.rs

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streaming_pipeline_edge_cases.rs

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target_update_tests.rs

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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_quantile_output_standalone.rs

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test_quantized_exports.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_tft_weight_cache.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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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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tft_real_dbn_data_test.rs

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tft_test.rs

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tft_tests.rs

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training_chaos_tests.rs

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training_edge_cases.rs

feat(dqn): GPU-native regime classification with 42-dim feature vector

2026-03-09 12:16:05 +01:00

transaction_cost_application_test.rs

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transition_matrix_test.rs

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triple_barrier_test.rs

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validation_harness_integration_test.rs

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validation_real_data_test.rs

refactor(ml): rename real_data_loader to data_loader

2026-03-02 15:41:23 +01:00

varmap_weight_extraction_test.rs

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volatility_epsilon_test.rs

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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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