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Performance

Valentina edited this page Aug 27, 2023 · 62 revisions

Performance

Framework Version Archive Mode HTML XLSX Comments
Intel® Distribution
of OpenVINO™ Toolkit
2022.2 ZIP
TAR.GZ
Docker LINK XLSX Python API
Metrics:
  • Batch FPS
Parameters:
  • Default number of threads in the latency mode
  • Optimal number of streams in the throughput mode, number of streams equals number of requests
Intel® Distribution
of OpenVINO™ Toolkit
2022.2 ZIP
TAR.GZ
Host LINK XLSX Python API
Metrics:
  • Batch FPS
Parameters:
  • Default number of threads in the latency mode
  • Optimal number of streams in the throughput mode, number of streams equals number of requests
Intel® Distribution
of OpenVINO™ Toolkit
2022.1 ZIP
TAR.GZ
Docker LINK XLSX Python API
Metrics:
  • Batch FPS
Parameters:
  • Default number of threads in the latency mode
  • Optimal number of streams in the throughput mode, number of streams equals number of requests
Intel® Distribution
of OpenVINO™ Toolkit
2021.4 ZIP
TAR.GZ
Docker LINK XLSX Python API
Metrics:
  • Batch FPS
Parameters:
  • Default number of threads in the latency mode
  • Optimal number of streams in the throughput mode, number of streams equals number of requests
Intel® Distribution
of OpenVINO™ Toolkit
2020.2 ZIP
TAR.GZ
Docker Public Models
Intel Models
Python API
Metrics:
  • Batch FPS
Parameters:
  • Default number of threads in the latency mode
  • Optimal number of streams in the throughput mode, number of streams equals number of requests
Intel® Distribution
of OpenVINO™ Toolkit
R3 ZIP
TAR.GZ
Docker LINK Python API
Metrics:
  • Batch FPS
Parameters:
  • Default number of threads in the sync mode
  • Optimal number of streams in the async mode, number of streams equals number of requests
Intel® Distribution
of OpenVINO™ Toolkit
R5.01 ZIP
TAR.GZ
Host LINK Python API
Metrics:
  • Latency (for the sync mode) and average time of the single pass (for the async mode)
  • Batch FPS
Parameters:
  • Number of threads in the sync mode is written in the table header ("Thread count")
  • Number of requests and streams in the async mode is written in the table header ("Async request count" and "Stream count")

Note: DLI supports two execution modes. The first one is an execution in Docker container (it is named Docker in the table), and the second one is a direct execution on the host (it is named Host in the table).

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