variables: 820644

This table contains all the variables of all the datasets we have at Our World In Data. Note that this includes only the information about the variables like name and default display settings, not the data itself.

Data license: CC-BY

This data as json

id name unit description createdAt updatedAt code coverage timespan datasetId sourceId shortUnit display columnOrder originalMetadata grapherConfigAdmin shortName catalogPath dimensions schemaVersion processingLevel processingLog titlePublic titleVariant attributionShort attribution descriptionShort descriptionFromProducer descriptionKey descriptionProcessing licenses license grapherConfigETL type sort dataChecksum metadataChecksum
820644 Training computation (petaFLOP) petaFLOP   2024-02-15 16:16:44 2024-07-08 16:09:53     2019-2023 6385     
{
    "unit": "petaFLOP",
    "numDecimalPlaces": 0
}
 0     training_computation_petaflop grapher/artificial_intelligence/2024-02-15/epoch_llms/epoch_llms#training_computation_petaflop   2 minor               
[
    "Training computation, often measured in total FLOP (floating-point operations), refers to the total number of computer operations used to train an AI system. One FLOP is equivalent to one addition, subtraction, multiplication, or division of two decimal numbers, and one petaFLOP equals one quadrillion (10^15) FLOP.",
    "The AI systems shown here were built using machine learning and deep learning methods. These involve complex mathematical calculations that require significant computational resources. Training these systems generally involves feeding large amounts of data through various layers and nodes and adjusting internal system parameters over numerous iterations to optimize the system\u2019s performance.",
    "The training computation used can vary depending on factors such as the size of the dataset, size and complexity of the system architecture, and the level of parallelism used during training, among other reasons."
]
         float 
[]
 08d159c72604c3568693f94c74ce214f a9f9df818899e3c7ac0af4ac5610b0ab

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