4.3. Reporting (dla_compiler Command Options)
When a graph is compiled, the following CSV files are created by default to provide additional information about the input and output tensors and how they map to Intel® FPGA AI Suite IP tensors:
You can disable the generation of these reports with the --fno-transform-tables command option.
input_transform_dump Report
The input_transform_dump file is a CSV file with input tensor dimension, striding, padding, and precision. The input_transform_dump report is provided in a file named input_transform_dump_<graph_name>.csv
An example of a simple output CSV file created from an AlexNet graph is as follows:
| depth |
height |
width |
height stride |
width stride |
top pad |
left pad |
Bot pad |
right pad |
precision |
|
|---|---|---|---|---|---|---|---|---|---|---|
| Input num 0 |
48 |
57 |
57 |
4 |
4 |
0 |
0 |
1 |
1 |
fp16 |
Additional information about the initial scale and shift performed on the tensor is included separately.
input_transform_mapping Report
The input_transform_mapping file is a CSV file that shows the element-wise mapping of the logical input tensor elements to the Intel® FPGA AI Suite input tensor format. The input_transform_mapping report is provided in a file named input_transform_mapping_<graph_name>.csv.
The transform mapping report has columns corresponding to the offset and subscript indices for the logical input tensor elements, and the corresponding elements in the transformed Intel® FPGA AI Suite input tensor.
For more information about contents of the input transform mapping report, refer to "Input Transform Mapping" in the Intel® FPGA AI Suite IP Reference Manual .
output_transform_dump Report
The output_transform_dump file is a CSV file with output tensor offsets and dimension (batch, depth, height, width). Output transforms tables are named output_transform_dump_<Graph_name>.csv
An example of a simple output CSV file created from an AlexNet graph is as follows:
| batch dim |
depth dim |
height dim |
width dim |
batch offset |
depth offset |
height offset |
width offset |
|
|---|---|---|---|---|---|---|---|---|
| output 0 tensor 0 |
1 |
1000 |
1 |
1 |
0 |
0 |
0 |
0 |
output_transform_mapping Report
The report is a CSV file that show the element-wise mapping of the Intel® FPGA AI Suite output tensor format to the logical output tensor. The output_transform_mapping report is provided in a file named output_transform_mapping_<graph_name>.csv.
This mapping in the output_transform_mapping report is the inverse of the input mapping described in the input_transform_mapping report.
For more information about the output tensor format, refer to "Output Tensor In-Memory Format" in the Intel® FPGA AI Suite IP Reference Manual .
--fno-transform-tables Option
- Syntax
- --fno-transform-tables
- Description
- This option disables the creation of the CSV report files.
- Parsed As
- (bool)