fusion_op (Operator Fusion Information)

The data about operator fusion (before and after) does not contain the timeline information. The summary information is summarized in the fusion_op_*.csv file.

This profile data file does not exist in single-operator scenarios (such as the PyTorch scenario).

Availability

Atlas 200/300/500 Inference Product

Atlas Training Series Product

fusion_op_*.csv File

The file content is formatted as follows.

Figure 1 fusion_op_*.csv
Table 1 Field description

Field

Description

Device_id

Device ID.

Model Name

Model name.

Model ID

Model ID.

Fusion Op

Fused operator name.

Original Ops

Names of the base operators.

Memory Input(KB)

Input tensor memory size, in KB.

Memory Output(KB)

Output tensor memory size, in KB.

Memory Weight(KB)

Weight memory size, in KB.

Memory Workspace(KB)

Workspace memory size, in KB.

Memory Total(KB)

Total memory size, in KB, calculated as the sum of Memory Input, Memory Output, Memory Weight, and Memory Workspace.