Model Asset Import Settings
The Model Asset Import Settings window lets you do the following:
- Serialize the model to the StreamingAssets folder.
- Check the properties of an imported and optimized model.
To access this window, select an imported model asset in the Project window.
Imported Object settings
Inputs
This section shows the total number of inputs the model has, and a list of the inputs.
| Property | Description |
|---|---|
| name | The name of the input. |
| index | The index of the input. |
| shape | The tensor shape of the input. For example (1, 1, 28, 28) means the model accepts a tensor of size 1 × 1 × 28 × 28 exactly. If a dimension in the shape is a string instead of a number, for example ?, d0 or d1, the dimension can be any size (a dynamic input). Refer to Model inputs for more information about dynamic inputs. |
| dataType | The data type of the input. |
Outputs
This section shows the total number of outputs the model has, and a list of the outputs.
| Property | Description |
|---|---|
| name | The name of the output. |
| index | The index of the output. |
| shape | The tensor shape of the output. Sentis tries to precalculate this shape from the model. If a dimension in the shape is a question mark (?), Sentis can't calculate the size of the dimension, or the size depends on the input (a dynamic output). If the entire tensor shape is Unknown, Sentis can't calculate the number of dimensions, or the number of dimensions is dynamic. |
| dataType | The data type of the output. |
Layers
This section shows the total number of layers the model has, and a list of the layers in the order Sentis runs them.
| Property | Description |
|---|---|
| type | The type of layer. Refer to Supported ONNX operators for more information. |
| index | The index of the layer. |
| inputs | The names of the inputs to the layer. Possible values are a model input from the Inputs section, another layer, or a constant. |
| properties | The properties of the layer. The properties will depend on the type of layer. Refer to Supported ONNX operators for more information. |
Constants
This section shows the total number of constants the model has and the total number of weights, and a list of the constants.
| Property | Description |
|---|---|
| type | The type is always Constant. |
| index | The index of the constant. |
| weights | The tensor shape of the constant. If the tensor shape is empty - () - the constant is a scalar (a zero-dimensional tensor). |
Model information
This section shows the model's total size, the ONNX opset version, and the tool used to create the model file.