# tensorflow::ops::ResourceSparseApplyAdagradDA

`#include <training_ops.h>`

Update entries in '\*var' and '\*accum' according to the proximal adagrad scheme.

## Summary

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- var: Should be from a Variable().
- gradient_accumulator: Should be from a Variable().
- gradient_squared_accumulator: Should be from a Variable().
- grad: The gradient.
- indices: A vector of indices into the first dimension of var and accum.
- lr: Learning rate. Must be a scalar.
- l1: L1 regularization. Must be a scalar.
- l2: L2 regularization. Must be a scalar.
- global_step: Training step number. Must be a scalar.

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Optional attributes (see `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/resource-sparse-apply-adagrad-d-a/attrs#structtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1_1_attrs`):

- use_locking: If True, updating of the var and accum tensors will be protected by a lock; otherwise the behavior is undefined, but may exhibit less contention.

<br />

Returns:

- the created `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation`

<br />

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/resource-sparse-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1a73ffdbfa10ec272bfe2b93f579109c28(const ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input var, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_accumulator, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_squared_accumulator, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input indices, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input lr, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l1, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l2, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input global_step)` ||
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/resource-sparse-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1aae8dd33efc6b892fa94673149d533534(const ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input var, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_accumulator, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_squared_accumulator, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input indices, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input lr, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l1, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l2, ::https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input global_step, const https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/resource-sparse-apply-adagrad-d-a/attrs#structtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/resource-sparse-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1af19182343e1d08847c2cf51d1ae38840` | `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/resource-sparse-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1a2d06e93c04e37fbab24141d187d63698() const ` | ` `` ` |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/resource-sparse-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1aef5e4815d60b62a5862a6a8427f5d3ae(bool x)` | `https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/resource-sparse-apply-adagrad-d-a/attrs#structtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::ResourceSparseApplyAdagradDA::Attrs](https://www.tensorflow.org/versions/r2.0/api_docs/cc/struct/tensorflow/ops/resource-sparse-apply-adagrad-d-a/attrs) | Optional attribute setters for [ResourceSparseApplyAdagradDA](https://www.tensorflow.org/versions/r2.0/api_docs/cc/class/tensorflow/ops/resource-sparse-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_sparse_apply_adagrad_d_a). |

## Public attributes

### operation

```
Operation operation
```

## Public functions

### ResourceSparseApplyAdagradDA

```
 ResourceSparseApplyAdagradDA(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input var,
  ::tensorflow::Input gradient_accumulator,
  ::tensorflow::Input gradient_squared_accumulator,
  ::tensorflow::Input grad,
  ::tensorflow::Input indices,
  ::tensorflow::Input lr,
  ::tensorflow::Input l1,
  ::tensorflow::Input l2,
  ::tensorflow::Input global_step
)
```

### ResourceSparseApplyAdagradDA

```
 ResourceSparseApplyAdagradDA(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input var,
  ::tensorflow::Input gradient_accumulator,
  ::tensorflow::Input gradient_squared_accumulator,
  ::tensorflow::Input grad,
  ::tensorflow::Input indices,
  ::tensorflow::Input lr,
  ::tensorflow::Input l1,
  ::tensorflow::Input l2,
  ::tensorflow::Input global_step,
  const ResourceSparseApplyAdagradDA::Attrs & attrs
)
```

### operator::tensorflow::Operation

```
 operator::tensorflow::Operation() const 
```

## Public static functions

### UseLocking

```
Attrs UseLocking(
  bool x
)
```