MindSpore-specific Data

ascend_mindspore_profiler_{Rank_ID}.db

This is a .db file that contains all profile data. You can refer to Description of .db Data Exported by msprof for the field description. The actual result is slightly different.

communication_analyzer.db

This file mainly unifies information such as the segment duration, copy, and bandwidth of communication, facilitating communication data analysis. Communication data is only available in multi-device, multi-node, or cluster scenarios. You can refer to Data in analysis.db for the field description. The actual result may vary slightly.

communication.json

This file records detailed information such as the communication time and bandwidth of communication operators. You can refer to Output File Description for the field description. The actual result may vary slightly.

communication_matrix.json

This file records basic information about small communication operators, such as the communication size, bandwidth, and rank. You can refer to Output File Description for the field description. The actual result may vary slightly.

dataset.csv

This file records information about the dataset operator. You can refer to dataset.csv for the field description.

minddata_pipeline_raw_{Rank_ID}.csv

This file records the performance metrics of dataset operations. You can refer to minddata_pipeline_raw_{Rank_ID}.csv for the field description.

minddata_pipeline_summary_{Rank_ID}.csv

This file records more detailed performance metrics of dataset operations and provides tuning suggestions based on the performance metrics. You can refer to minddata_pipeline_summary_{Rank_ID}.csv for the field description.

minddata_pipeline_summary_{Rank_ID}.json

The content of this file is the same as that of the minddata_pipeline_summary_{Rank_ID}.json file. For details about the fields, see minddata_pipeline_summary_{Rank_ID}.csv.

Parent topic: MindSpore & PyTorch Profile Data File References