Unverified50% confidenceSolutionExact time
Teams using FSDP or tensor parallelism need to verify that the logit output for the same sequence is deterministic under different degrees of parallelism, as the floating-point accumulation order of communication operators may change with the parallel configuration.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedNumerical consistency testing can be systematized into a regression test suite that computes the maximum absolute error and KL divergence of per-token log probabilities from both sides after each engine version upgrade, with a tolerance threshold (e.g., KL < 1e-4) that blocks training when exceeded.62% similarUnverified重排（Reranking）通常使用交叉编码器对每个片段与用户问题的相关性重新评估59% similarUnverifiedMerkle 树只需比较树根的哈希值，即可在 O(log n) 的复杂度内验证任意数据块是否被篡改59% similarUnverified逻辑分析仪能够同时采集多路数字信号并以时序图形式呈现其逻辑电平变化，广泛应用于嵌入式系统开发、FPGA调试和通信协议验证58% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/916511API
curl https://kongchang.com/api/v1/knowledge/claims/916511MCP
get_claim(id=916511)