2023-09-22 19:22:36 +01:00
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-- drop table if exists model_data_point;
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2023-09-26 20:15:28 +01:00
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-- drop table if exists model_definition_layer;
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-- drop table if exists model_definition;
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2023-09-21 15:38:02 +01:00
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-- drop table if exists models;
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create table if not exists models (
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id uuid primary key default gen_random_uuid(),
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user_id uuid references users (id) not null,
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name varchar (70) not null,
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-- Status:
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-- -1: failed preparing
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-- 1: preparing
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status integer default 1,
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width integer,
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height integer,
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2023-10-06 12:13:19 +01:00
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color_mode varchar (20),
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format varchar (20)
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2023-09-21 15:38:02 +01:00
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);
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2023-09-22 19:22:36 +01:00
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-- drop table if exists model_data_point;
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2023-09-21 16:43:11 +01:00
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-- drop table if exists model_classes;
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create table if not exists model_classes (
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id uuid primary key default gen_random_uuid(),
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2023-09-22 19:22:36 +01:00
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model_id uuid references models (id) on delete cascade,
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2023-10-02 21:15:31 +01:00
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name varchar (70) not null,
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class_order integer
|
2023-09-21 16:43:11 +01:00
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);
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2023-09-22 19:22:36 +01:00
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-- drop table if exists model_data_point;
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|
create table if not exists model_data_point (
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id uuid primary key default gen_random_uuid(),
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class_id uuid references model_classes (id) on delete cascade,
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file_path text not null,
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-- 1 training
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-- 2 testing
|
2023-10-10 12:28:49 +01:00
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model_mode integer default 1,
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-- -1 Error on creation
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-- 1 OK
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status integer not null,
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|
status_message text
|
2023-09-22 19:22:36 +01:00
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);
|
2023-09-26 20:15:28 +01:00
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|
|
|
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-- drop table if exists model_definition;
|
|
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|
-- drop table if exists model_definition;
|
|
|
|
create table if not exists model_definition (
|
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|
|
id uuid primary key default gen_random_uuid(),
|
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|
|
model_id uuid references models (id) on delete cascade,
|
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|
|
accuracy integer default 0,
|
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|
target_accuracy integer not null,
|
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|
epoch integer default 0,
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|
-- TODO add max epoch
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-- 1: Pre Init
|
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-- 2: Init
|
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-- 3: Training
|
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-- 4: Tranied
|
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-- 5: Ready
|
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|
status integer default 1,
|
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|
created_on timestamp default current_timestamp
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|
);
|
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|
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|
|
-- drop table if exists model_definition_layer;
|
|
|
|
create table if not exists model_definition_layer (
|
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|
|
id uuid primary key default gen_random_uuid(),
|
|
|
|
def_id uuid references model_definition (id) on delete cascade,
|
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layer_order integer not null,
|
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|
-- 1: input
|
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|
-- 2: dense
|
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-- 3: flatten
|
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|
-- TODO add conv
|
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layer_type integer not null,
|
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|
|
-- ei 28,28,1
|
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|
-- a 28x28 grayscale image
|
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|
shape text not null
|
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|
);
|
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|