msproftx Data Description
Availability
Atlas 200/500 A2 Inference Product
Atlas Inference Series Product
Atlas Training Series Product
Atlas A2 Training Series Product/Atlas 800I A2 Inference Product
Atlas A3 Training Series Product
General Description
msproftx collects the profile data output by the user and upper-layer framework applications. The data is saved in the mindstudio_profiler_output directory.
For details about the related data, see Table 1.
File Name |
Description |
|---|---|
msprof_*.json |
Timeline summary data. For details, see msproftx Timeline Summary Data. |
msprof_tx_*.json |
msproftx timeline data. It is a subset of msprof_*.json. For details, see msproftx Timeline Data. |
msprof_tx_*.csv |
msproftx summary data. The collected host msproftx summary data is combined by thread for associated display. For details, see msprof_tx Summary Data. |
msproftx Timeline Summary Data
The timeline summary data of msproftx is displayed at the upper-layer application level of msprof_*.json, as shown in Figure 1. For details about other levels and meanings, see msprof (Timeline Report).
msproftx Timeline Data
The timeline data of msproftx is displayed in msprof_tx_*.json, as shown below.
As shown in Figure 2, the timeline summary data is displayed in the following areas:
- Area 1: msproftx marker to record upper-layer application data, including the time consumption information of upper-layer application running.
- Area 2: bottom-layer NPU data, which is the time consumption records of msproftx markers delivered to the device.
- Area 3: details about each operator and API in a timeline, which are displayed when you click the timeline.
msprof_tx Summary Data
msprof_tx summary data: msprof_tx_*.csv.
The file content is formatted as follows.
Field |
Description |
|---|---|
Device_id |
Device ID. |
pid |
Process ID. |
tid |
Thread ID of an AscendCL API. |
category |
Type of the msproftx profiling process, which is used to identify the profiling content in the msproftx process. (reserved, not used currently). |
event_type |
Event type. |
payload_type |
Data type of the additional information payload carried in the msproftx profiling process (reserved, not used currently). |
payload_value |
Pointer to the additional information payload carried in the msproftx profiling process (reserved, not used currently). |
Start_time(us) |
Start time of the msproftx profiling process, in μs. |
End_time(us) |
End time of the msproftx profiling process, in μs. |
message_type |
Character string type carried in the msproftx profiling process (reserved, not used currently). |
message |
Character string description carried in the msproftx profiling process. |
domain |
Domain to which the marker data belongs |
Device Start_time(us) |
Time when the msproftx profiling process starts on the device, in μs. |
Device End_time(us) |
Time when the msproftx profiling process ends on the device, in μs. |