Name: Trends In Machine Learning Hardware
Creator: Our World In Data
License: https://creativecommons.org/publicdomain/

About this Dataset

Trends In Machine Learning Hardware

This dataset contains performance data for 53 GPUs and AI chips used in machine learning experiments from 2008 to 2023. It includes details on computational performance, memory capacities and bandwidths, and interconnect bandwidths.

Tables

Epoch Gpus 1

@owid.epoch_gpus.owid_epoch_gpus_1

7.33 kB
49 rows
6 columns

CREATE TABLE owid_epoch_gpus_1 (
  "days_since_2000" INTEGER,
  "name_of_the_hardware" VARCHAR,
  "manufacturer" VARCHAR,
  "fp32_single_precision_performance_flop_s" BIGINT  -- Fp32, Single Precision, Performance, Flop S,
  "release_price_usd" INTEGER  -- Release Price, Usd,
  "comp_performance_per_dollar" BIGINT
);

Epoch Gpus 2

@owid.epoch_gpus.owid_epoch_gpus_2

7.09 kB
113 rows
4 columns

CREATE TABLE owid_epoch_gpus_2 (
  "days_since_2000" INTEGER,
  "hardware_name" VARCHAR,
  "manufacturer" VARCHAR,
  "comp_performance_per_dollar" BIGINT
);