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Releases: OpenVisualCloud/VCAC-SW-Analytics

VCAC-A R6 release

24 Aug 15:22
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  • Upgrade OpenVINO to 2020.4 release
  • V2X pipeline is enabled/integrated to Open Visual Cloud Smart City
  • VCAC-A kernel upgrade to kernel-5.3.18

Fixed Bugs

  • GPU plugin (IE CLDNN) memory consumption increased since 2019 R2 release.
  • VCAC-A autoboot solution does not work properly with NetworkManager enabled.
  • Error during command: “vcactl temp”
  • VCAC-A BIOS has old uCode (at least L1TF is not mitigated)

Known bugs and limitations

  • Switching Plugin from HDDL to MYRAID shows error. OpenVINO design does not support switching between the hddldaemon and Myraid X plugins. (VMPI-41)
  • vgg16 could not run with density 24 due to a VCAC-A DDR memory size limitation. (VMPI-139)
  • Performance regression with OpenVINO 2020.4 when using HDDL bypass mode. (CVS-33917)
  • ntel® model vehicle-license-plate-detection-barrier-0106 does not support dynamic batch size. (CVS-34044)
  • GPU VCS0 hangs when running Media Analytics pipeline repeatedly.(VCD-1654)
  • VCA configuration file is broken after non-graceful system shutdown (power switch restarts). (VCASS-2578)
  • Sometimes the vcactl os-shutdown command fails.(VCASS-3071)
  • The vca_config_upgrade.sh script does not recover removed option in manual mode.(VCASS-27)
  • Confusing message in vca_config_upgrade.sh script.(VCASS-152)

VCAC-A R5 release

20 Aug 06:39
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  • Upgrade OpenVINO to 2020.2 release
  • Add VPU metric support telemetry for K8s and OpenNESS , which exports VPU utilization, thermal and memory usage data
  • Support HKH SW stack deployment via KVM VM on Xeon host

Fixed Bugs

  • Multi-device inference when batchsize>1 with some models failed for Const layer reshape error
  • Memory leak in inference engine mkldnn(tbb) and cldnn(Core::LoadNetwork)
  • Error: ncFifoDelete() failed occurs while running stress test to start and stop Analytic pipeline on VCAC-A
  • GPU inference does not work with Openpose Models

Known bugs and limitations

  • Switching Plugin from HDDL to MYRAID shows error. OpenVINO design does not support switching between the hddldaemon and Myraid X plugins. (VMPI-41)
  • vgg16 could not run with density 24 due to a VCAC-A DDR memory size limitation. (VMPI-139)
  • Intel® model vehicle-license-plate-detection-barrier-0106 does not support batch size >1. (VMPI-1417)
  • GPU plugin (IE CLDNN) memory consumption increased since 2019 R2 release. (CVS-28988)
  • GPU VCS0 hangs when running Media Analytics pipeline repeatedly.(VCD-1654)
  • VCA configuration file is broken after non-graceful system shutdown (power switch restarts). (VCASS-2578)
  • Sometimes the vcactl os-shutdown command fails.(VCASS-3071)
  • The vca_config_upgrade.sh script does not recover removed option in manual mode.(VCASS-27)
  • Confusing message in vca_config_upgrade.sh script.(VCASS-152)