jgrusewski 33864badf3 perf(cuda): TFT + Mamba2 forward passes fully GPU-native ...

TFT (10 downloads eliminated):
- lstm_encoder: gpu_select_dim1 per-timestep, gpu_cat_dim0 assembly
- variable_selection: gpu_narrow_2d column select, gpu_broadcast_mul_col
  weighted sum, gpu_mean_all per-column stats
- quantile_outputs: gpu_select_dim1 last timestep, gpu_stack_2d output,
  GPU quantile loss (sub→abs→scale→add→mean_all)
- mod.rs: GPU 3D broadcast for static context

Mamba2 (10 downloads eliminated):
- loss.rs: GPU MSE (sub→sqr→mean_all), GPU directional MSE with sign
  detection (mul→abs→div→scalar_sub→scale→mean_all)
- scan_algorithms: GPU sequential scan via gpu_select_dim1 per-step
- selective_state: GPU importance scoring (abs→mean_all)
- mod.rs: GPU state-space recurrence (select_dim1→matmul→add),
  GPU accuracy computation (sub→abs→relu→clamp→mean_all)

169/169 ml-supervised tests pass.

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

2026-03-18 18:34:08 +01:00

..

backtesting

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

common

Merge branch 'worktree-branching-dqn-plan'

2026-03-11 08:46:58 +01:00

config

fix(ci): clippy test-gate uses --lib, fix pre-existing lint errors

2026-03-12 19:10:18 +01:00

ctrader-openapi

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

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

data

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

database

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

market-data

docs: create/update README.md for all 17 crates

2026-03-01 22:47:39 +01:00

ml

perf(cuda): PPO loss + portfolio sim + state build fully GPU-native

2026-03-18 17:56:28 +01:00

ml-asset-selection

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-backtesting

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-checkpoint

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-core

fix: unignore SIMD benchmark test — 500µs threshold works in debug+release

2026-03-18 17:26:01 +01:00

ml-data

docs: create/update README.md for all 17 crates

2026-03-01 22:47:39 +01:00

ml-data-validation

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-dqn

perf(cuda): ml-dqn zero CPU downloads — 7 new CUDA kernels

2026-03-18 18:31:02 +01:00

ml-ensemble

perf(cuda): unify dual-stream to single stream + event-based sync_all

2026-03-18 07:50:00 +01:00

ml-explainability

refactor(cuda): eliminate candle from ml-core, ml-ppo, and 4 thin crates

2026-03-17 22:27:56 +01:00

ml-features

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

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

ml-hyperopt

refactor(cuda): eliminate candle from ml-core, ml-ppo, and 4 thin crates

2026-03-17 22:27:56 +01:00

ml-labeling

refactor(cuda): eliminate candle from ml-core, ml-ppo, and 4 thin crates

2026-03-17 22:27:56 +01:00

ml-observability

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-paper-trading

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-ppo

perf(cuda): PPO loss + portfolio sim + state build fully GPU-native

2026-03-18 17:56:28 +01:00

ml-regime

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

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

ml-regime-detection

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-risk

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-security

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-stress-testing

fix(clippy): achieve zero warnings across entire workspace

2026-03-10 13:18:57 +01:00

ml-supervised

perf(cuda): TFT + Mamba2 forward passes fully GPU-native

2026-03-18 18:34:08 +01:00

ml-universe

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

ml-validation

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

model_loader

fix(clippy): resolve all clippy warnings across entire workspace (--all-targets)

2026-03-13 10:18:35 +01:00

risk

refactor: eliminate candle from entire workspace — tests, examples, Cargo.toml

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

risk-data

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

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

storage

docs: create/update README.md for all 17 crates

2026-03-01 22:47:39 +01:00

trading_engine

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

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

trading-data

docs: create/update README.md for all 17 crates

2026-03-01 22:47:39 +01:00

training_uploader

feat: implement all 15 fxt CLI commands with real gRPC calls

2026-03-03 22:16:35 +01:00