Unverified50% confidenceBenchmarkExact time
In the benchmark, LightGBM/HGB achieved 100.0% overall accuracy, 0.11 ms CPU latency, and 0.0% step-frequency false alarms, but required tuning of learning rate, number of iterations, and regularization.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
UnverifiedSampling logic (Top-K, Top-P, Softmax) is executed on the CPU, and since it only processes a single probability vector (approximately 200 KB of data), the time taken is typically less than 5 ms65% similarVerifiedThe latency improvement rate of DRAM memory is only about 7% per year, far below the rate at which CPU/GPU performance doubles every 18–24 months according to Moore's Law.64% similarVerifiedModern CPU L1 cache access latency is approximately 0.5 nanoseconds, L2 approximately 4 nanoseconds, and a single main memory access requires 60–100 nanoseconds.63% similarUnverified早期工业控制系统在内存以KB、CPU主频以MHz衡量的条件下实现了99.999%可用性的实时控制62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1007777API
curl https://kongchang.com/api/v1/knowledge/claims/1007777MCP
get_claim(id=1007777)