# tensorflow::ops::ResourceApplyAdagradDA Class Reference

# tensorflow::ops::ResourceApplyAdagradDA

`#include <training_ops.h>`

Update '\*var' according to the proximal adagrad scheme.

## Summary

Args:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.7/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.
- lr: Scaling factor. 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/r2.7/api_docs/cc/struct/tensorflow/ops/resource-apply-adagrad-d-a/attrs#structtensorflow_1_1ops_1_1_resource_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/r2.7/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation`

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| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/ops/resource-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1ab3cf31032694d9f3fd0a3958f78ec0f5(const ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input var, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_accumulator, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_squared_accumulator, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input lr, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l1, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l2, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input global_step)` ||
| `https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/ops/resource-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1a474417dc322ba655ca92cc78dc5e04a9(const ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input var, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_accumulator, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input gradient_squared_accumulator, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input grad, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input lr, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l1, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input l2, ::https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input global_step, const https://www.tensorflow.org/versions/r2.7/api_docs/cc/struct/tensorflow/ops/resource-apply-adagrad-d-a/attrs#structtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1_1_attrs & attrs)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/ops/resource-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1ae2393d65d399da864154e800ea95651b` | `https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/ops/resource-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1a20c9b9c6ea4fe8279b0db67b71e767f7() const ` |   |

| ### Public static functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/ops/resource-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1ab3c666fb3af46dfde253bbd003df25b9(bool x)` | `https://www.tensorflow.org/versions/r2.7/api_docs/cc/struct/tensorflow/ops/resource-apply-adagrad-d-a/attrs#structtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a_1_1_attrs` |

| ### Structs ||
|---|---|
| [tensorflow::ops::ResourceApplyAdagradDA::Attrs](https://www.tensorflow.org/versions/r2.7/api_docs/cc/struct/tensorflow/ops/resource-apply-adagrad-d-a/attrs) | Optional attribute setters for [ResourceApplyAdagradDA](https://www.tensorflow.org/versions/r2.7/api_docs/cc/class/tensorflow/ops/resource-apply-adagrad-d-a#classtensorflow_1_1ops_1_1_resource_apply_adagrad_d_a). |

## Public attributes

### operation

```
Operation operation
```

## Public functions

### ResourceApplyAdagradDA

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

### ResourceApplyAdagradDA

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

### operator::tensorflow::Operation

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

## Public static functions

### UseLocking

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