Pricing Calculate

Calculates the price to autotrain a model based on the specified configuration.

URL

GET https://api.synodic.ai/v0/pricing/calculate

Query Parameters

• {gpu}: t4 | a100 | h100 (string)
• {variant}: the type of model being trained (string)
  • yolov6n, yolov6s, yolov6m, yolov6l (YOLOv6 variants)
  • yolov8n, yolov8s, yolov8m, yolov8l, yolov8x (YOLOv8 variants)
  • yolov9t, yolov9s, yolov9m, yolov9c, yolov9e (YOLOv9 variants)
  • yolov10n, yolov10s, yolov10m, yolov10l, yolov10x (YOLOv10 variants)
• {epochs}: (integer)
• {train_images}: the number of images in the training set (integer)
• {test_images}: the number of images in the test set (integer)
• {valid_images}: the number of images in the validation set (integer)

Example Request

Bash

curl -X GET "https://api.synodic.ai/v0/pricing/calculate?gpu={gpu}&variant={variant}&epochs={epochs}&train_images={train_images}&test_images={test_images}&valid_images={valid_images}"

Python

import requests

params = {
    "gpu": "{gpu}",
    "variant": "{variant}",
    "epochs": "{epochs}",
    "train_images": "{train_images}",
    "test_images": "{test_images}",
    "valid_images": "{valid_images}"
}

response = requests.get("https://api.synodic.ai/v0/pricing/calculate", params=params)
print(response.json())

Node.js

const axios = require('axios');

const params = {
    gpu: '{gpu}',
    variant: '{variant}',
    epochs: '{epochs}',
    train_images: '{train_images}',
    test_images: '{test_images}',
    valid_images: '{valid_images}'
};

axios.get("https://api.synodic.ai/v0/pricing/calculate", { params })
    .then(response => {
        console.log(response.data);
    })
    .catch(error => {
        console.error(error);
    });

Rust

use reqwest;

fn main() {
    let client = reqwest::blocking::Client::new();
    let params = [
        ("gpu", "{gpu}"),
        ("variant", "{variant}"),
        ("epochs", "{epochs}"),
        ("train_images", "{train_images}"),
        ("test_images", "{test_images}"),
        ("valid_images", "{valid_images}")
    ];
    let response = client.get("https://api.synodic.ai/v0/pricing/calculate")
        .query(&params)
        .send()
        .expect("Failed to send request");
        
    println!("{:?}", response.text().expect("Failed to read response text"));
}

Example Response

{
    "cost": 0.9198558427008771,
    "time": 316.28281124385455,
    "prediction": "linear_regression"
}