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 results may vary.

communication_analyzer.db

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

communication.json

This file records detailed information such as the communication time and bandwidth of communication operators. See Output File Description for the field description. The actual results may vary.

communication_matrix.json

This file records basic information about small communication operators, such as the communication size, bandwidth, and rank. See Output File Description for the field description. The actual results may vary.

dataset.csv

This file records information about the dataset operator. See dataset.csv for the field description.

minddata_pipeline_raw_{Rank_ID}.csv

This file records the performance metrics of dataset operations. See 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 these metrics. See 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