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NeuralOps v1.5.0

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@tahamajs tahamajs released this 19 Oct 23:02

NeuralOps v1.5.0: FLA-style benchmark architecture, unified APIs, PEFT fixes, and verified fallback telemetry.

Verified benchmark ledger: 203 logical modules; 42 PASS_FAST, 161 PASS_SLOW, 0 fallback, 0 timeout. Backend telemetry: 6 CUDA, 1 Triton, 196 PyTorch.

The release includes the three-level CUDA -> Triton -> PyTorch fallback architecture, unified attention/training APIs, and kernel hardening.