jgrusewski a26478eca3 fix(ml): cuda_pipeline + trainers infra — CudaSlice throughout ...

- cuda_pipeline/mod.rs: all Tensor→CudaSlice, DqnGpuData/PpoGpuData GPU-native,
  d2d_subrange helper, build_state_tensor host-interleave + single HtoD
- portfolio_transformer.rs: complete rewrite with GpuLinear + cuBLAS
- trainers/tlob.rs: GpuVarStore + GpuLinear, host-side MSE/MAE
- trainers/tft: StreamTensor trait, MlDevice constructors
- trainers/liquid.rs, mamba2.rs: GpuTensor pairs, f64 loss accumulation
- training/orchestrator.rs: forward_loss(&[f32]) trait interface
- hyperopt/adapters/ppo.rs: MlDevice, PPO::new() constructor
- ml-ppo/lib.rs: fixed cuda_compat→cuda_compile re-export

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

2026-03-18 10:02:18 +01:00

..

asset_selection

refactor(ml): extract universe, backtesting, asset-selection into sub-crates

2026-03-08 15:17:22 +01:00

backtesting

refactor(ml): extract universe, backtesting, asset-selection into sub-crates

2026-03-08 15:17:22 +01:00

benchmark

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

checkpoint

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

cuda_common

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

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

cuda_pipeline

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

data_loaders

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

data_pipeline

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

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

data_validation

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

deployment

refactor(ml): move UnifiedTrainable to ml-core + delete 6K dead deployment code

2026-03-08 15:17:22 +01:00

diffusion

fix(ml): migrate 10 trainable adapters — GpuAdamW, Arc<CudaStream> constructors

2026-03-18 09:00:05 +01:00

dqn

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

ensemble

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

evaluation

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

explainability

refactor(ml): extract regime-detection, explainability, paper-trading

2026-03-08 15:17:22 +01:00

features

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

flash_attention

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

gpu_benchmarks

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

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

hyperopt

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

integration

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

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

kan

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

labeling

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

liquid

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

mamba

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

microstructure

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

model_registry

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

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

observability

refactor(ml): extract observability, stress-testing, security into sub-crates

2026-03-08 15:17:22 +01:00

paper_trading

refactor(ml): extract regime-detection, explainability, paper-trading

2026-03-08 15:17:22 +01:00

ppo

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

regime

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

regime_detection

refactor(ml): extract regime-detection, explainability, paper-trading

2026-03-08 15:17:22 +01:00

registry

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

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

risk

refactor(ml): split monolith into 9 sub-crates + delete dead code

2026-03-08 15:17:22 +01:00

security

refactor(ml): extract observability, stress-testing, security into sub-crates

2026-03-08 15:17:22 +01:00

stress_testing

refactor(ml): extract observability, stress-testing, security into sub-crates

2026-03-08 15:17:22 +01:00

tests

fix(ml): BF16/F32 boundary alignment, GPU-resident ops across all ML crates

2026-03-15 11:59:31 +01:00

tft

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

tgnn

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

tlob

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

trainers

fix(ml): cuda_pipeline + trainers infra — CudaSlice throughout

2026-03-18 10:02:18 +01:00

training

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

transformers

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

universe

refactor(ml): extract universe, backtesting, asset-selection into sub-crates

2026-03-08 15:17:22 +01:00

validation

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

xlstm

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

.gitignore

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

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

batch_processing.rs

refactor(ml): move core types to ml-core + dedup MLError (5a)

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

benchmarks.rs

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

bridge.rs

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

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

data_loader.rs

fix(ml): BF16/F32 boundary alignment, GPU-resident ops across all ML crates

2026-03-15 11:59:31 +01:00

examples.rs

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

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

feature_cache.rs

fix: tune log levels across workspace — demote noisy warn to debug/trace

2026-03-14 11:35:15 +01:00

inference_validator.rs

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

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

inference.rs

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

lib.rs

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

model_factory.rs

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

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

model_loader_integration.rs

fix: tune log levels across workspace — demote noisy warn to debug/trace

2026-03-14 11:35:15 +01:00

model_registry.rs

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

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

portfolio_transformer.rs

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

preprocessing.rs

refactor(ml): eliminate candle from all 104 src files

2026-03-18 00:24:35 +01:00

training_pipeline.rs

fix(ml): migrate remaining files — hyperopt, validation, data_loaders, inference

2026-03-18 09:57:24 +01:00

training.rs

refactor: delete 4,800 lines of dead ML code and remove MLFeatureExtractor dependency

2026-03-01 18:29:43 +01:00

walk_forward.rs

feat(infra): Argo workflow templates, drop cuDNN, GPU hotpath fixes

2026-03-12 01:44:03 +01:00