- GPU GFLOPS field added in the EAR Database.
- Added quality of life functions to management/cpupow API.
- New API for reading metrics through Linux hwmon.
- NVIDIA Grace Hopper and Grace Grace devices support.
- Added AdminUsers to provide more privileges than AuthorizedUsers.
- Added --force option to the erun command.
- Added a mechanism to dynamically increase the timeout window in msg\_internals when a node connects but does not return data.
- Added stall cycles to CPI API.
- Application CPU usage field added in the EAR Database.
- Temperature readings through Linux hwmon.
- Added ARM compatibility to PERF (still unstable).
- New tool to create application signature from loop signature in DB.
- New command enodectl.
- Added HSMP opening mode control.
- Added an option to ereport to query by user\_group.
- IPMI API
- Non-interactive version of the edb\_create command.
- Now the topology module stores a socket index.
- Node sharing strategy added.
- Added non-computational power support to soft powercap.
- Renamed DBIP and DBSECIP in ear.conf to EARDBD\_IP and EARDBD\_MIRROR\_IP to better reflect what it is.
- Energy node API.
- EAR Loader improved.
- Bandwidth, cache and flops APIs improved.
- Create a fallback mechanism for failed inserts to DB.
- Added pointer recalculation in cache\_data\_copy.
- Changed eacct's energy field from Joules to KWh.
- eacct's -n flag now just counts for jobs.
- EAR source code follows clang-format style.
- GPU energy savings are reported if a GPU optimization policy is being used.
- A heap-buffer overflow when opening perf files is fixed.
- Minor fixes in the database size calculator tool.
- Fixed erroneous time weight calculation for each loop in loops\_average.
- Fixed SIGALRM for job validation.
- Switch to P\_STATE 0 after userspace governor in AMD17 architecture, and a fix in PCI opened file descriptors.
- Fixed DUMMY Cache API.
- Fixed compilation errors when using PostgreSQL.
- Several minor fixes in IMCFreq amd19 management API.
- Fixed errors with ereport's -G option.
- Small bug fixes in the CPU power models:
  - Do not check DRAM power since it is not available on AMD.
  - Initialize all arrays before using them.
- Improving earl-eard connect to avoid blocking.
- Fixed socket count in acpi\_power.