Parameter, Compute And Data Trends In Machine Learning - Regressions
@owid.epoch_regressions
@owid.epoch_regressions
CREATE TABLE owid_epoch_regressions_1 (
"days_since_1949" INTEGER,
"system" VARCHAR,
"training_computation_petaflop" FLOAT,
"parameters" FLOAT,
"training_dataset_size_datapoints" FLOAT,
"publication_date" TIMESTAMP,
"domain" VARCHAR,
"organization_categorization" VARCHAR
);
CREATE TABLE owid_epoch_regressions_2 (
"days_since_1949" INTEGER,
"system" VARCHAR,
"training_computation_petaflop" FLOAT,
"parameters" FLOAT,
"training_dataset_size_datapoints" FLOAT,
"publication_date" TIMESTAMP,
"domain" VARCHAR,
"organization_categorization" VARCHAR
);
CREATE TABLE owid_epoch_regressions_3 (
"days_since_1949" INTEGER,
"model" VARCHAR,
"training_computation_petaflop" FLOAT,
"parameters" FLOAT,
"training_dataset_size_datapoints" FLOAT,
"publication_date" TIMESTAMP,
"domain" VARCHAR,
"organization_categorization" VARCHAR
);
CREATE TABLE owid_epoch_regressions_4 (
"days_since_1949" INTEGER,
"model" VARCHAR,
"training_computation_petaflop" FLOAT,
"parameters" FLOAT,
"training_dataset_size_datapoints" FLOAT,
"publication_date" TIMESTAMP,
"domain" VARCHAR,
"organization_categorization" VARCHAR
);
CREATE TABLE owid_epoch_regressions_5 (
"days_since_1949" INTEGER,
"model" VARCHAR,
"training_computation_petaflop" FLOAT,
"parameters" FLOAT,
"training_dataset_size_datapoints" FLOAT,
"publication_date" TIMESTAMP,
"domain" VARCHAR,
"organization_categorization" VARCHAR
);
CREATE TABLE owid_epoch_regressions_6 (
"days_since_1949" INTEGER,
"model" VARCHAR,
"training_computation_petaflop" FLOAT,
"parameters" FLOAT,
"training_dataset_size_datapoints" FLOAT,
"publication_date" TIMESTAMP,
"domain" VARCHAR,
"organization_categorization" VARCHAR
);
Anyone who has the link will be able to view this.