For example, this error might be raised if a per-user quota is
exhausted, or perhaps the entire file system is out of space. If running into
ResourceExhaustedError due to out of memory (OOM), try to use smaller batch
size or reduce dimension size of model weights.
Attributes
error_code
The integer error code that describes the error.
experimental_payloads
A dictionary describing the details of the error.
message
The error message that describes the error.
node_def
The NodeDef proto representing the op that failed.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[],null,["# tf.errors.ResourceExhaustedError\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/framework/errors_impl.py#L367-L380) |\n\nRaised when some resource has been exhausted while running operation.\n\nInherits From: [`OpError`](../../tf/errors/OpError)\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.errors.ResourceExhaustedError`](https://www.tensorflow.org/api_docs/python/tf/errors/ResourceExhaustedError)\n\n\u003cbr /\u003e\n\n tf.errors.ResourceExhaustedError(\n node_def, op, message, *args\n )\n\nFor example, this error might be raised if a per-user quota is\nexhausted, or perhaps the entire file system is out of space. If running into\n`ResourceExhaustedError` due to out of memory (OOM), try to use smaller batch\nsize or reduce dimension size of model weights.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|-------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `error_code` | The integer error code that describes the error. |\n| `experimental_payloads` | A dictionary describing the details of the error. |\n| `message` | The error message that describes the error. |\n| `node_def` | The `NodeDef` proto representing the op that failed. |\n| `op` | The operation that failed, if known. \u003cbr /\u003e | **Note:** If the failed op was synthesized at runtime, e.g. a `Send` or `Recv` op, there will be no corresponding [`tf.Operation`](../../tf/Operation) object. In that case, this will return `None`, and you should instead use the [`tf.errors.OpError.node_def`](../../tf/errors/OpError#node_def) to discover information about the op. |"]]
View source on GitHub