Reshapes a tensor to the specified shape. Arguments: x: Tensor or variable. shape: Target shape tuple. Returns: A tensor. Example: ```python >>> a = tf.constant([[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]]) >>> a <tf.Tensor: id=32, shape=(4, 3), dtype=in
(x, shape)
| 2596 | |
| 2597 | @keras_export('keras.backend.reshape') |
| 2598 | def reshape(x, shape): |
| 2599 | """Reshapes a tensor to the specified shape. |
| 2600 | |
| 2601 | Arguments: |
| 2602 | x: Tensor or variable. |
| 2603 | shape: Target shape tuple. |
| 2604 | |
| 2605 | Returns: |
| 2606 | A tensor. |
| 2607 | |
| 2608 | Example: |
| 2609 | ```python |
| 2610 | >>> a = tf.constant([[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]]) |
| 2611 | >>> a |
| 2612 | <tf.Tensor: id=32, shape=(4, 3), dtype=int32, numpy= |
| 2613 | array([[ 1, 2, 3], |
| 2614 | [ 4, 5, 6], |
| 2615 | [ 7, 8, 9], |
| 2616 | [10, 11, 12]], dtype=int32)> |
| 2617 | >>> tf.keras.backend.reshape(a, shape=(2, 6)) |
| 2618 | <tf.Tensor: id=35, shape=(2, 6), dtype=int32, numpy= |
| 2619 | array([[ 1, 2, 3, 4, 5, 6], |
| 2620 | [ 7, 8, 9, 10, 11, 12]], dtype=int32)> |
| 2621 | ``` |
| 2622 | """ |
| 2623 | return array_ops.reshape(x, shape) |
| 2624 | |
| 2625 | |
| 2626 | @keras_export('keras.backend.permute_dimensions') |
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