xlstm_jax.dataset.synthetic_dataloading#

Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License. You may obtain a copy of the License at

https://www.apache.org/licenses/LICENSE-2.0

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This file is a modified version of the file input_pipeline_interface.py from the maxtext project, see AI-Hypercomputer/maxtext.

Synthetic Data Iterator

Classes#

SyntheticDataIterator

Creates a synthetic data iterator for performance testing work.

Module Contents#

class xlstm_jax.dataset.synthetic_dataloading.SyntheticDataIterator(config, mesh)#

Creates a synthetic data iterator for performance testing work.

Parameters:

config (xlstm_jax.dataset.configs.SyntheticDataConfig) – Configuration for the synthetic data.
mesh (jax.sharding.Mesh) – Global device mesh for sharding.

config#

mesh#

num_batches#

data_generator#

_step_counter = 0#

property dataset_size: int#

Return type:: int

static raw_generate_synthetic_data(config)#

Generates a single batch of synthetic data

Parameters:: config (xlstm_jax.dataset.configs.SyntheticDataConfig)
Return type:: xlstm_jax.dataset.batch.LLMBatch