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* Doc Migration from Gitlab (#1289) * doc migration * fix * Update FakeQuantize_1.md * Update performance_benchmarks.md * Updates graphs for FPGA * Update performance_benchmarks.md * Change DL Workbench structure (#1) * Changed DL Workbench structure * Fixed tags * fixes * Update ie_docs.xml * Update performance_benchmarks_faq.md * Fixes in DL Workbench layout * Fixes for CVS-31290 * [DL Workbench] Minor correction * Fix for CVS-30955 * Added nGraph deprecation notice as requested by Zoe * fix broken links in api doxy layouts * CVS-31131 fixes * Additional fixes * Fixed POT TOC * Update PAC_Configure.md PAC DCP 1.2.1 install guide. * Update inference_engine_intro.md * fix broken link * Update opset.md * fix * added opset4 to layout * added new opsets to layout, set labels for them * Update VisionAcceleratorFPGA_Configure.md Updated from 2020.3 to 2020.4 Co-authored-by: domi2000 <domi2000@users.noreply.github.com>
2.2 KiB
Gather
Versioned name: Gather-1
Category: Data movement operations
Short description: Gather operation takes slices of data in the first input tensor according to the indices specified in the second input tensor and axis from the third input.
Detailed description
output[:, ... ,:, i, ... , j,:, ... ,:] = input1[:, ... ,:, input2[i, ... ,j],:, ... ,:]
Where i is the value from the third input.
Attributes: Gather has no attributes
Inputs
-
1: Tensor with arbitrary data. Required.
-
2: Tensor with indices to gather. The values for indices are in the range
[0, input1[axis] - 1]. Required. -
3: Scalar or 1D tensor axis is a dimension index to gather data from. For example, axis equal to 1 means that gathering is performed over the first dimension. Negative value means reverse indexing. Allowed values are from
[-len(input1.shape), len(input1.shape) - 1]. Required.
Outputs
- 1: The resulting tensor that consists of elements from the first input tensor gathered by indices from the second input tensor. Shape of the tensor is
[input1.shape[:axis], input2.shape, input1.shape[axis + 1:]]
Example
<layer id="1" type="Gather" ...>
<input>
<port id="0">
<dim>6</dim>
<dim>12</dim>
<dim>10</dim>
<dim>24</dim>
</port>
<port id="1">
<dim>15</dim>
<dim>4</dim>
<dim>20</dim>
<dim>28</dim>
</port>
<port id="2"/> <!-- axis = 1 -->
</input>
<output>
<port id="2">
<dim>6</dim> <!-- embedded dimension from the 1st input -->
<dim>15</dim> <!-- embedded dimension from the 2nd input -->
<dim>4</dim> <!-- embedded dimension from the 2nd input -->
<dim>20</dim> <!-- embedded dimension from the 2nd input -->
<dim>28</dim> <!-- embedded dimension from the 2nd input -->
<dim>10</dim> <!-- embedded dimension from the 1st input -->
<dim>24</dim> <!-- embedded dimension from the 1st input -->
</port>
</output>
</layer>