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foxhunt/crates/ml/src
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jgrusewski 40febb0061 fix(cuda): enable GPU experience collection for regime-conditional DQN 
The GPU experience collector only supported DQNAgentType::Standard, but
enable_regime_qnetwork defaults to true, creating RegimeConditional
agents. This silently fell back to CPU with a debug! message invisible
at INFO log level.

- Add primary_head() accessor to RegimeConditionalDQN (returns trending head)
- Extract weights from primary head for both collector init and weight sync
- Upgrade debug! to warn! for missing GPU collection prerequisites
- Add warn! to PPO for silent GPU skip when raw market data not uploaded

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-28 17:01:01 +01:00
..
asset_selection
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
backtesting
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
benchmark
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
checkpoint
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
common
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
config
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
cuda_common
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
cuda_pipeline
fix(cuda): add missing gpu_portfolio.rs and experience_kernels.cu files
2026-02-28 14:41:54 +01:00
data_loaders
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
data_pipeline
refactor: delete 22 dead examples, 4 CSVs, consolidate data to test_data/
2026-02-26 01:24:02 +01:00
data_validation
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
deployment
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
diffusion
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
dqn
fix(cuda): enable GPU experience collection for regime-conditional DQN
2026-02-28 17:01:01 +01:00
ensemble
refactor: delete adaptive-strategy crate, port ConfidenceAggregator to ml
2026-02-27 02:00:24 +01:00
evaluation
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
features
perf(ci): compile once with PVC sccache, package with Kaniko
2026-02-26 00:50:25 +01:00
flash_attention
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
gpu
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
gpu_benchmarks
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
hyperopt
feat(cuda): wire GPU experience collection into DQN & PPO training loops
2026-02-28 14:14:48 +01:00
integration
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
kan
chore: clean up examples, update ML binaries and risk tests
2026-02-27 01:33:18 +01:00
labeling
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
liquid
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
mamba
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
memory_optimization
fix: downgrade remaining DQN training warn noise to debug/info
2026-02-27 23:48:19 +01:00
metrics
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
microstructure
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model_registry
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
observability
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
optimizers
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
paper_trading
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
ppo
fix(ml): implement actual gradient clipping in PPO (was warn-only)
2026-02-27 10:03:42 +01:00
regime
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
registry
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
risk
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
safety
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
security
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
stress_testing
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
tests
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
tft
chore: clean up examples, update ML binaries and risk tests
2026-02-27 01:33:18 +01:00
tgnn
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
tlob
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
trainers
fix(cuda): enable GPU experience collection for regime-conditional DQN
2026-02-28 17:01:01 +01:00
training
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
transformers
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
types
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
universe
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
xlstm
fix(ml,ci): zero-dim guards on all 10 models, eliminate warnings, unblock CI parallelism
2026-02-26 17:38:43 +01:00
.gitignore
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
batch_processing.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
benchmarks.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
bridge.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
cuda_compat.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
error.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
examples.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
feature_cache.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
gradient_accumulation.rs
fix(ml): implement actual gradient clipping in PPO (was warn-only)
2026-02-27 10:03:42 +01:00
gradient_utils.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
inference_validator.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
inference.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
lib.rs
feat(ml): add cuda_pipeline module with GPU data pre-upload for DQN/PPO
2026-02-28 02:45:48 +01:00
model_factory.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model_loader_integration.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model_registry.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
model.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
performance.rs
fix(ml): ignore perf benchmark tests in debug builds
2026-02-26 18:09:01 +01:00
portfolio_transformer.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
preprocessing.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
real_data_loader.rs
fix(ci): mount training-data PVC and support .dbn.zst in data loader
2026-02-25 20:02:55 +01:00
regime_detection.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
tensor_ops.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
training_pipeline.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
training.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
traits.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00
walk_forward.rs
refactor: restructure repo — crates/, bin/, testing/ layout
2026-02-25 11:56:00 +01:00