As of April 10, 2026, the CUDA ecosystem is undergoing a significant architectural transition following the recent release of CUDA Toolkit 13.2 and the broader rollout of the Vera Rubin Latest Releases & Versioning CUDA Toolkit 13.2 (March 2026)
CU_ERR_RECOVERY_FULL (default) – reset the entire GPU on a fatal error.CU_ERR_RECOVERY_PER_CONTEXT – kill only the offending CUDA context.CU_ERR_RECOVERY_PER_KERNEL – experimental: cancel the specific kernel and continue.“Finally, cuDriverSetErrorRecoveryMode – I’ve been asking for this since 2018. No more entire node crashes because one kernel taps a wild pointer.” – HPC Admin, National Lab cuda driver release news exclusive
The latest CUDA driver release includes a range of key features and benefits that make it an essential update for developers and users. Some of the most significant advantages include: As of April 10, 2026, the CUDA ecosystem