Unverified50% confidenceFactExact time
CodeCarbon, Scaphandre, and Green Metrics Tool are exploratory tools that attempt to estimate carbon emissions or energy consumption at the application level.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/23/2026
First Seen
Valid until: 12/22/2026
Sources
Related Entities
Related Claims
UnverifiedCodeCarbon是最广泛使用的Python碳排放追踪库之一,由Mila蒙特利尔AI研究所等机构联合开发,通过追踪GPU/CPU/RAM功耗并结合区域电网碳强度数据估算CO₂排放量74% similarUnverifiedThe research has open-sourced a reference implementation of a calibrated invariance auditing tool for the community to inspect model contamination.58% similarUnverifiedThe roadmap clearly distinguishes between the research and deployment phases, identifying controlled small-scale experiments, atmospheric monitoring systems, and climate model predictive capabilities as belonging to the domain of knowledge production.55% similarUnverifiedE2AM indicates whether each value is measured or estimated, and falls back to a power limit × utilization estimation method if the GPU does not expose NVML power sensors.55% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/943725API
curl https://kongchang.com/api/v1/knowledge/claims/943725MCP
get_claim(id=943725)