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rustytorch/TODO-async-fixes.md
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2026-03-04 00:08:42 +00:00

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# Async Functions Without Await - TODO
Generated: 2026-01-04
## Summary
There are **277 async functions** that don't use `.await` internally. These add unnecessary overhead by creating state machines for synchronous code.
## Why Not Fixed Now
Removing `async` from these functions requires:
1. Removing `.await` from all call sites
2. Some implement `async_trait` which mandates async signatures
3. Changes cascade across multiple files
## Priority
Medium - Performance improvement but not critical for correctness.
## Files Affected ( 97 files)
- `crates/core/rtx-graph/src/evolution.rs:`
- `crates/core/rtx-memory/src/fragmentation.rs:`
- `crates/core/rtx-memory/src/gpu_oom.rs:`
- `crates/core/rtx-memory/src/gpu_pinning.rs:`
- `crates/core/rtx-memory/src/gpu_real.rs:`
- `crates/core/rtx-memory/src/gpu_simple.rs:`
- `crates/core/rtx-memory/src/pool_manager.rs:`
- `crates/core/rtx-memory/src/zero_optimizer/pressure.rs:`
- `crates/core/rtx-tokenization/src/multimodal.rs:`
- `crates/core/rtx-tokenization/src/sentencepiece.rs:`
- `crates/core/rtx-tokenization/src/trainer.rs:`
- `crates/core/rtx-validation/src/lib.rs:`
- `crates/core/rtx-validation/src/search/bayes_search.rs:`
- `crates/core/rtx-validation/src/search/halving_search.rs:`
- `crates/core/rtx-validation/src/search/random_search.rs:`
- `crates/models/rtx-nlg/src/lib.rs:`
- `crates/models/rtx-nlg/src/serving/batch.rs:`
- `crates/models/rtx-nlg/src/serving/mod.rs:`
- `crates/models/rtx-nlg/src/serving/streaming.rs:`
- `crates/models/rtx-nlg/src/serving/templates.rs:`
- `crates/production/rtx-config/src/config.rs:`
- `crates/production/rtx-config/src/loader.rs:`
- `crates/production/rtx-config/src/secrets.rs:`
- `crates/production/rtx-config/src/validation.rs:`
- `crates/production/rtx-config/src/watcher.rs:`
- `crates/production/rtx-monitoring/src/alerts.rs:`
- `crates/production/rtx-monitoring/src/collector.rs:`
- `crates/production/rtx-monitoring/src/health.rs:`
- `crates/production/rtx-monitoring/src/lib.rs:`
- `crates/production/rtx-monitoring/src/telemetry.rs:`
- `crates/production/rtx-serving-api/src/advanced_server.rs:`
- `crates/production/rtx-serving-api/src/billing.rs:`
- `crates/production/rtx-serving-api/src/cache/kv_cache.rs:`
- `crates/production/rtx-serving-api/src/cache/manager.rs:`
- `crates/production/rtx-serving-api/src/cache/metrics.rs:`
- `crates/production/rtx-serving-api/src/cache/sliding_window.rs:`
- `crates/production/rtx-serving-api/src/cache/speculative.rs:`
- `crates/production/rtx-serving-api/src/grpc.rs:`
- `crates/production/rtx-serving-api/src/inference_cached.rs:`
- `crates/production/rtx-serving-api/src/multi_model.rs:`
- `crates/production/rtx-serving-api/src/queue_management.rs:`
- `crates/production/rtx-serving-api/src/rate_limiting.rs:`
- `crates/production/rtx-serving-api/src/streaming.rs:`
- `crates/production/rtx-serving-api/src/websocket.rs:`
- `crates/specialized/rtx-neuro-artifacts/src/models.rs:`
- `crates/specialized/rtx-neuro-lsl/src/service.rs:`
- `crates/specialized/rtx-platform/src/billing.rs:`
- `crates/specialized/rtx-platform/src/federation.rs:`
- `crates/specialized/rtx-platform/src/region.rs:`
- `crates/specialized/rtx-platform/src/slo.rs:`
- `crates/specialized/rtx-platform/src/tenant.rs:`
- `crates/specialized/rtx-science/src/biology/protein.rs:`
- `crates/specialized/rtx-science/src/chemistry/gnn.rs:`
- `crates/specialized/rtx-science/src/chemistry/properties.rs:`
- `crates/specialized/rtx-science/src/integration.rs:`
- `crates/specialized/rtx-science/src/physics/adaptive.rs:`
- `crates/specialized/rtx-science/src/physics/pinn.rs:`
- `crates/specialized/rtx-science/src/physics/training.rs:`
- `crates/training/rtx-evolution/src/autonomous_optimizer.rs:`
- `crates/training/rtx-evolution/src/hyperparameter_tuner.rs:`
- `crates/training/rtx-evolution/src/knowledge.rs:`
- `crates/training/rtx-evolution/src/optimization.rs:`
- `crates/training/rtx-evolution/src/orchestrator.rs:`
- `crates/training/rtx-evolution/src/sandbox.rs:`
- `crates/training/rtx-evolution/src/telemetry.rs:`
- `crates/training/rtx-federated/src/aggregation/async_agg.rs:`
- `crates/training/rtx-federated/src/aggregation/fedavg.rs:`
- `crates/training/rtx-federated/src/aggregation/fednova.rs:`
- `crates/training/rtx-federated/src/aggregation/fedprox.rs:`
- `crates/training/rtx-federated/src/aggregation/scaffold.rs:`
- `crates/training/rtx-federated/src/byzantine/anomaly_detection.rs:`
- `crates/training/rtx-federated/src/byzantine/krum.rs:`
- `crates/training/rtx-federated/src/byzantine/reputation_system.rs:`
- `crates/training/rtx-federated/src/byzantine/trimmed_mean.rs:`
- `crates/training/rtx-federated/src/infrastructure/client_manager/mod.rs:`
- `crates/training/rtx-federated/src/infrastructure/client_manager/protocol.rs:`
- `crates/training/rtx-federated/src/infrastructure/client_manager/selector.rs:`
- `crates/training/rtx-federated/src/infrastructure/communication.rs:`
- `crates/training/rtx-federated/src/infrastructure/fault_tolerance.rs:`
- `crates/training/rtx-federated/src/infrastructure/monitoring.rs:`
- `crates/training/rtx-federated/src/infrastructure/resource_scheduler.rs:`
- `crates/training/rtx-federated/src/lib.rs:`
- `crates/training/rtx-federated/src/personalization/mod.rs:`
- `crates/training/rtx-federated/src/privacy/differential_privacy.rs:`
- `crates/training/rtx-federated/src/privacy/homomorphic.rs:`
- `crates/training/rtx-federated/src/privacy/local_dp.rs:`
- `crates/training/rtx-federated/src/privacy/secure_computation.rs:`
- `crates/training/rtx-federated/src/simulation/mod.rs:`
- `crates/training/rtx-flash-attention/src/core/cpu.rs:`
- `crates/training/rtx-rl/src/actor_learner.rs:`
- `crates/training/rtx-rl/src/algorithms/dpo.rs:`
- `crates/training/rtx-rl/src/algorithms/ppo.rs:`
- `crates/training/rtx-rl/src/algorithms/sac.rs:`
- `crates/training/rtx-transformers/src/revolutionary/federated_coordination.rs:`
- `crates/training/rtx-transformers/src/revolutionary/hybrid_orchestrator.rs:`
- `crates/training/rtx-transformers/src/revolutionary/orchestrator_core.rs:`
- `crates/training/rtx-transformers/src/revolutionary/orchestrator_edge.rs:`
## How to Fix
1. For standalone async functions: Remove `async` keyword and remove `.await` from call sites
2. For trait implementations: Check if trait can be made sync, or leave as-is
3. Run `cargo check` after each change to catch cascading errors