Add operation performs element-wise addition operation with two given tensors applying multi-directional broadcast rules.
\f[ \dst(\overline{x}) = \src_0(\overline{x}) \mathbin{+} \src_1(\overline{x}), \f]
| Attribute Name | Description | Value Type | Supported Values | Required or Optional |
|---|---|---|---|---|
| [auto_broadcast](@ref dnnl::graph::op::attr::auto_broadcast) | Specifies rules used for auto-broadcasting of src tensors. | string | none, numpy (default) |
Optional |
The inputs and outputs must be provided according to below index order when constructing an operation.
| Index | Argument Name | Required or Optional |
|---|---|---|
| 0 | src_0 |
Required |
| 1 | src_1 |
Required |
@note Both src shapes should match and no auto-broadcasting is allowed if
auto_broadcast attributes is none. src_0 and src_1 shapes can be
different and auto-broadcasting is allowed if auto_broadcast attributes is
numpy.
| Index | Argument Name | Required or Optional |
|---|---|---|
| 0 | dst |
Required |
Add operation supports the following data type combinations.
| Src_0 | Src_1 | Dst |
|---|---|---|
| f32 | f32 | f32 |
| bf16 | bf16 | bf16 |
| f16 | f16 | f16 |
| f32 | bf16, f16 | f32 |
| bf16, f16 | f32 | f32 |