IsoExec: Unified Execution to Eliminate Trainer-Inference Mismatch in SkyRL
Published:
IsoExec is a unified execution framework that eliminates numerical discrepancies between training and inference engines in reinforcement learning workloads. Using an execution contract and batch-invariant kernels, it achieves bitwise consistency across model parallelism strategies.