afiaka87/ldm-autoedit – Run with an API on Replicate

afiaka87 / ldm-autoedit

Cold

Public
1.5K runs
T4

Run with an API

Playground API Examples README Versions

Input

text

string

Shift + Return to add a new line

(required) Text to use for the model's prediction.

Default: ""

edit

file

(optional) an existing image you want to edit

negative

string

Shift + Return to add a new line

(optional) Negate the model's prediction for this text from the model's prediction for the target text.

Default: ""

aesthetic_rating

integer

(minimum: 0, maximum: 9)

Number between 0 and 9 representing the aesthetic rating. Will initialize the prompt CLIP embed with the respective aesthetic embed.

Default: 9

aesthetic_weight

number

(minimum: 0, maximum: 1)

Weight of the aesthetic embedding in the average prompt embedding.

Default: 0.5

batch_size

integer

(minimum: 1, maximum: 32)

Batch size.

Default: 1

width

integer

Target width

Default: 256

height

integer

Target height

Default: 256

iterations

integer

(minimum: 1, maximum: 30)

Number of iterations to run the model for.

Default: 10

starting_radius

number

(minimum: 0.1)

size of noise blur at the start of editing (larger = coarser changes)

Default: 5

ending_radius

number

(minimum: 0.1, maximum: 5)

size of noise blur at the end of editing (smaller = editing fine details)

Default: 0.1

starting_threshold

number

(minimum: 0.05, maximum: 1)

how much of the image to replace at the start of editing (1 = inpaint the entire image)

Default: 0.6

ending_threshold

number

(minimum: 0.1, maximum: 1)

how much of the image to replace at the end of editing

Default: 0.5

guidance_scale

number

(minimum: -10, maximum: 100)

Controls how much the image should look like the prompt

Default: 5

seed

integer

(minimum: -1)

(optional) Seed for the random number generator.

Default: -1

Run this model in Node.js with one line of code:

npx create-replicate --model=afiaka87/ldm-autoedit

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run afiaka87/ldm-autoedit using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "afiaka87/ldm-autoedit:d0d04e11830081fcc1066cc5e6306e4ffdcf35c0d95d12c6cbc2b869f17466d0",
  {
    input: {
      seed: -1,
      text: "new york city completely flooded",
      width: 256,
      height: 256,
      negative: "",
      batch_size: 8,
      iterations: 20,
      ending_radius: 0.1,
      guidance_scale: 5,
      starting_radius: 3,
      aesthetic_rating: 9,
      aesthetic_weight: 0.5,
      ending_threshold: 0.5,
      starting_threshold: 0.6
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run afiaka87/ldm-autoedit using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "afiaka87/ldm-autoedit:d0d04e11830081fcc1066cc5e6306e4ffdcf35c0d95d12c6cbc2b869f17466d0",
    input={
        "seed": -1,
        "text": "new york city completely flooded",
        "width": 256,
        "height": 256,
        "negative": "",
        "batch_size": 8,
        "iterations": 20,
        "ending_radius": 0.1,
        "guidance_scale": 5,
        "starting_radius": 3,
        "aesthetic_rating": 9,
        "aesthetic_weight": 0.5,
        "ending_threshold": 0.5,
        "starting_threshold": 0.6
    }
)

# The afiaka87/ldm-autoedit model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/afiaka87/ldm-autoedit/api#output-schema
    print(item)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run afiaka87/ldm-autoedit using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "afiaka87/ldm-autoedit:d0d04e11830081fcc1066cc5e6306e4ffdcf35c0d95d12c6cbc2b869f17466d0",
    "input": {
      "seed": -1,
      "text": "new york city completely flooded",
      "width": 256,
      "height": 256,
      "negative": "",
      "batch_size": 8,
      "iterations": 20,
      "ending_radius": 0.1,
      "guidance_scale": 5,
      "starting_radius": 3,
      "aesthetic_rating": 9,
      "aesthetic_weight": 0.5,
      "ending_threshold": 0.5,
      "starting_threshold": 0.6
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

{
  "completed_at": "2022-06-17T22:12:45.575809Z",
  "created_at": "2022-06-17T19:14:48.140184Z",
  "data_removed": false,
  "error": null,
  "id": "lnri7jpouzdd7c73npp7bt5k5y",
  "input": {
    "seed": -1,
    "text": "new york city completely flooded",
    "width": 256,
    "height": 256,
    "batch_size": "8",
    "iterations": "20",
    "ending_radius": 0.1,
    "guidance_scale": "5",
    "starting_radius": 3,
    "aesthetic_rating": 9,
    "aesthetic_weight": "0.5",
    "ending_threshold": 0.5,
    "starting_threshold": 0.6
  },
  "logs": "Using seed 319970566\nRunning simulation for new york city completely flooded\nEncoding text embeddings with new york city completely flooded dimensions\nUsing aesthetic embedding 9 with weight 0.5\nUsing inpaint model but no image is provided. Initializing with zeros.\nPopulation: 00, batch: 00, score: 0.2321 - first iteration\nPopulation: 00, batch: 01, score: 0.2690 - first iteration\nPopulation: 00, batch: 02, score: 0.2435 - first iteration\nPopulation: 00, batch: 03, score: 0.2721 - first iteration\nPopulation: 00, batch: 04, score: 0.2456 - first iteration\nPopulation: 00, batch: 05, score: 0.2513 - first iteration\nPopulation: 00, batch: 06, score: 0.2099 - first iteration\nPopulation: 00, batch: 07, score: 0.2464 - first iteration\nPopulation: 01, batch: 00, score: 0.2197 - no improvement\nPopulation: 01, batch: 01, score: 0.2195 - no improvement\nPopulation: 01, batch: 02, score: 0.2059 - no improvement\nPopulation: 01, batch: 03, score: 0.2742 - new best, replacing\nPopulation: 01, batch: 04, score: 0.1948 - no improvement\nPopulation: 01, batch: 05, score: 0.2332 - no improvement\nPopulation: 01, batch: 06, score: 0.2409 - new best, replacing\nPopulation: 01, batch: 07, score: 0.1885 - no improvement\nPopulation: 02, batch: 00, score: 0.2307 - no improvement\nPopulation: 02, batch: 01, score: 0.2659 - no improvement\nPopulation: 02, batch: 02, score: 0.2015 - no improvement\nPopulation: 02, batch: 03, score: 0.2596 - no improvement\nPopulation: 02, batch: 04, score: 0.2528 - new best, replacing\nPopulation: 02, batch: 05, score: 0.2577 - new best, replacing\nPopulation: 02, batch: 06, score: 0.2172 - no improvement\nPopulation: 02, batch: 07, score: 0.2784 - new best, replacing\nPopulation: 03, batch: 00, score: 0.2575 - new best, replacing\nPopulation: 03, batch: 01, score: 0.2551 - no improvement\nPopulation: 03, batch: 02, score: 0.2123 - no improvement\nPopulation: 03, batch: 03, score: 0.2359 - no improvement\nPopulation: 03, batch: 04, score: 0.1640 - no improvement\nPopulation: 03, batch: 05, score: 0.2039 - no improvement\nPopulation: 03, batch: 06, score: 0.2175 - no improvement\nPopulation: 03, batch: 07, score: 0.2194 - no improvement\nPopulation: 04, batch: 00, score: 0.2356 - no improvement\nPopulation: 04, batch: 01, score: 0.2373 - no improvement\nPopulation: 04, batch: 02, score: 0.2436 - new best, replacing\nPopulation: 04, batch: 03, score: 0.1799 - no improvement\nPopulation: 04, batch: 04, score: 0.2512 - no improvement\nPopulation: 04, batch: 05, score: 0.2531 - no improvement\nPopulation: 04, batch: 06, score: 0.2440 - new best, replacing\nPopulation: 04, batch: 07, score: 0.2075 - no improvement\nPopulation: 05, batch: 00, score: 0.2042 - no improvement\nPopulation: 05, batch: 01, score: 0.2293 - no improvement\nPopulation: 05, batch: 02, score: 0.2215 - no improvement\nPopulation: 05, batch: 03, score: 0.1763 - no improvement\nPopulation: 05, batch: 04, score: 0.1872 - no improvement\nPopulation: 05, batch: 05, score: 0.2393 - no improvement\nPopulation: 05, batch: 06, score: 0.1795 - no improvement\nPopulation: 05, batch: 07, score: 0.2669 - no improvement\nPopulation: 06, batch: 00, score: 0.2417 - no improvement\nPopulation: 06, batch: 01, score: 0.2546 - no improvement\nPopulation: 06, batch: 02, score: 0.2241 - no improvement\nPopulation: 06, batch: 03, score: 0.2616 - no improvement\nPopulation: 06, batch: 04, score: 0.2387 - no improvement\nPopulation: 06, batch: 05, score: 0.2262 - no improvement\nPopulation: 06, batch: 06, score: 0.1805 - no improvement\nPopulation: 06, batch: 07, score: 0.2203 - no improvement\nPopulation: 07, batch: 00, score: 0.2594 - new best, replacing\nPopulation: 07, batch: 01, score: 0.2134 - no improvement\nPopulation: 07, batch: 02, score: 0.2345 - no improvement\nPopulation: 07, batch: 03, score: 0.1960 - no improvement\nPopulation: 07, batch: 04, score: 0.2309 - no improvement\nPopulation: 07, batch: 05, score: 0.1765 - no improvement\nPopulation: 07, batch: 06, score: 0.2479 - new best, replacing\nPopulation: 07, batch: 07, score: 0.2632 - no improvement\nPopulation: 08, batch: 00, score: 0.2128 - no improvement\nPopulation: 08, batch: 01, score: 0.2006 - no improvement\nPopulation: 08, batch: 02, score: 0.2634 - new best, replacing\nPopulation: 08, batch: 03, score: 0.2098 - no improvement\nPopulation: 08, batch: 04, score: 0.2537 - new best, replacing\nPopulation: 08, batch: 05, score: 0.2092 - no improvement\nPopulation: 08, batch: 06, score: 0.1991 - no improvement\nPopulation: 08, batch: 07, score: 0.2331 - no improvement\nPopulation: 09, batch: 00, score: 0.2534 - no improvement\nPopulation: 09, batch: 01, score: 0.2258 - no improvement\nPopulation: 09, batch: 02, score: 0.2439 - no improvement\nPopulation: 09, batch: 03, score: 0.2231 - no improvement\nPopulation: 09, batch: 04, score: 0.2115 - no improvement\nPopulation: 09, batch: 05, score: 0.1948 - no improvement\nPopulation: 09, batch: 06, score: 0.2480 - new best, replacing\nPopulation: 09, batch: 07, score: 0.2123 - no improvement\nPopulation: 10, batch: 00, score: 0.2416 - no improvement\nPopulation: 10, batch: 01, score: 0.1903 - no improvement\nPopulation: 10, batch: 02, score: 0.1687 - no improvement\nPopulation: 10, batch: 03, score: 0.2367 - no improvement\nPopulation: 10, batch: 04, score: 0.1970 - no improvement\nPopulation: 10, batch: 05, score: 0.2277 - no improvement\nPopulation: 10, batch: 06, score: 0.2293 - no improvement\nPopulation: 10, batch: 07, score: 0.2269 - no improvement\nPopulation: 11, batch: 00, score: 0.2344 - no improvement\nPopulation: 11, batch: 01, score: 0.1815 - no improvement\nPopulation: 11, batch: 02, score: 0.2390 - no improvement\nPopulation: 11, batch: 03, score: 0.2152 - no improvement\nPopulation: 11, batch: 04, score: 0.2705 - new best, replacing\nPopulation: 11, batch: 05, score: 0.2594 - new best, replacing\nPopulation: 11, batch: 06, score: 0.2681 - new best, replacing\nPopulation: 11, batch: 07, score: 0.2214 - no improvement\nPopulation: 12, batch: 00, score: 0.1791 - no improvement\nPopulation: 12, batch: 01, score: 0.1462 - no improvement\nPopulation: 12, batch: 02, score: 0.2466 - no improvement\nPopulation: 12, batch: 03, score: 0.2606 - no improvement\nPopulation: 12, batch: 04, score: 0.2558 - no improvement\nPopulation: 12, batch: 05, score: 0.2077 - no improvement\nPopulation: 12, batch: 06, score: 0.2274 - no improvement\nPopulation: 12, batch: 07, score: 0.1566 - no improvement\nPopulation: 13, batch: 00, score: 0.1646 - no improvement\nPopulation: 13, batch: 01, score: 0.2091 - no improvement\nPopulation: 13, batch: 02, score: 0.2259 - no improvement\nPopulation: 13, batch: 03, score: 0.1968 - no improvement\nPopulation: 13, batch: 04, score: 0.1815 - no improvement\nPopulation: 13, batch: 05, score: 0.2707 - new best, replacing\nPopulation: 13, batch: 06, score: 0.2093 - no improvement\nPopulation: 13, batch: 07, score: 0.2379 - no improvement\nPopulation: 14, batch: 00, score: 0.2417 - no improvement\nPopulation: 14, batch: 01, score: 0.2123 - no improvement\nPopulation: 14, batch: 02, score: 0.2621 - no improvement\nPopulation: 14, batch: 03, score: 0.2265 - no improvement\nPopulation: 14, batch: 04, score: 0.2324 - no improvement\nPopulation: 14, batch: 05, score: 0.2448 - no improvement\nPopulation: 14, batch: 06, score: 0.2493 - no improvement\nPopulation: 14, batch: 07, score: 0.2735 - no improvement\nPopulation: 15, batch: 00, score: 0.2594 - no improvement\nPopulation: 15, batch: 01, score: 0.1612 - no improvement\nPopulation: 15, batch: 02, score: 0.2433 - no improvement\nPopulation: 15, batch: 03, score: 0.2404 - no improvement\nPopulation: 15, batch: 04, score: 0.2012 - no improvement\nPopulation: 15, batch: 05, score: 0.2447 - no improvement\nPopulation: 15, batch: 06, score: 0.2301 - no improvement\nPopulation: 15, batch: 07, score: 0.1743 - no improvement\nPopulation: 16, batch: 00, score: 0.2655 - new best, replacing\nPopulation: 16, batch: 01, score: 0.1834 - no improvement\nPopulation: 16, batch: 02, score: 0.2349 - no improvement\nPopulation: 16, batch: 03, score: 0.2386 - no improvement\nPopulation: 16, batch: 04, score: 0.2124 - no improvement\nPopulation: 16, batch: 05, score: 0.2237 - no improvement\nPopulation: 16, batch: 06, score: 0.2070 - no improvement\nPopulation: 16, batch: 07, score: 0.2414 - no improvement\nPopulation: 17, batch: 00, score: 0.2654 - no improvement\nPopulation: 17, batch: 01, score: 0.2449 - no improvement\nPopulation: 17, batch: 02, score: 0.2614 - no improvement\nPopulation: 17, batch: 03, score: 0.2317 - no improvement\nPopulation: 17, batch: 04, score: 0.2586 - no improvement\nPopulation: 17, batch: 05, score: 0.2151 - no improvement\nPopulation: 17, batch: 06, score: 0.2692 - new best, replacing\nPopulation: 17, batch: 07, score: 0.2458 - no improvement\nPopulation: 18, batch: 00, score: 0.2488 - no improvement\nPopulation: 18, batch: 01, score: 0.1992 - no improvement\nPopulation: 18, batch: 02, score: 0.2390 - no improvement\nPopulation: 18, batch: 03, score: 0.1938 - no improvement\nPopulation: 18, batch: 04, score: 0.2575 - no improvement\nPopulation: 18, batch: 05, score: 0.2330 - no improvement\nPopulation: 18, batch: 06, score: 0.2420 - no improvement\nPopulation: 18, batch: 07, score: 0.2627 - no improvement\nPopulation: 19, batch: 00, score: 0.2351 - no improvement\nPopulation: 19, batch: 01, score: 0.2673 - no improvement\nPopulation: 19, batch: 02, score: 0.2246 - no improvement\nPopulation: 19, batch: 03, score: 0.2070 - no improvement\nPopulation: 19, batch: 04, score: 0.2719 - new best, replacing\nPopulation: 19, batch: 05, score: 0.2245 - no improvement\nPopulation: 19, batch: 06, score: 0.2218 - no improvement\nPopulation: 19, batch: 07, score: 0.2362 - no improvement",
  "metrics": {
    "predict_time": 221.867528,
    "total_time": 10677.435625
  },
  "output": [
    [
      "https://replicate.delivery/mgxm/e665ea1a-2291-41b4-ad02-5bd2a3ce7697/new_york_city_completely_flooded_iter_000_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/a5183755-db4d-44e3-b950-2d64d840ec15/new_york_city_completely_flooded_iter_000_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/17df4351-ae6d-4c53-aee6-579a21a32fb6/new_york_city_completely_flooded_iter_000_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/812f647d-c5fe-4672-ad0e-c4cdf045576f/new_york_city_completely_flooded_iter_000_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/8db89ed7-0034-4657-9e5e-7fa4a3a5964e/new_york_city_completely_flooded_iter_000_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/1d4ee48e-2e2a-4568-9243-c6e129bbfc56/new_york_city_completely_flooded_iter_000_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/d4a55fad-5c0e-45cb-89ab-fcd89ac91102/new_york_city_completely_flooded_iter_000_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/b298499d-32b6-4fca-9582-eff01abe73c5/new_york_city_completely_flooded_iter_000_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/6e1b5fa0-c66b-4e52-875d-b40c2e265c42/new_york_city_completely_flooded_iter_001_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/162e1cb5-a321-4c98-a89e-bd3f1e4f51fb/new_york_city_completely_flooded_iter_001_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/ab577251-7a25-4d87-958e-ac852c86d07b/new_york_city_completely_flooded_iter_001_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/952fa8c6-b547-4ca4-9df1-2ff7612cb1d5/new_york_city_completely_flooded_iter_001_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/d3fb6148-986e-41bb-9e5d-eb3dd0d18c52/new_york_city_completely_flooded_iter_001_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/0bffded0-39ef-4e37-8d28-2a1c83b83a59/new_york_city_completely_flooded_iter_001_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/ba04b106-3840-4dfd-9a72-75e503ad752a/new_york_city_completely_flooded_iter_001_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/fdf5f05a-541a-4944-9427-859a315c74e8/new_york_city_completely_flooded_iter_001_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/74e7a921-88eb-4502-848e-07f5774585e5/new_york_city_completely_flooded_iter_002_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/7477b0ad-a8a3-4697-be5a-7bb307f8e627/new_york_city_completely_flooded_iter_002_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/8cb11309-ef0c-48b1-9047-822a10c31a30/new_york_city_completely_flooded_iter_002_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/8f59e0b8-3962-47aa-b3a3-18261c495717/new_york_city_completely_flooded_iter_002_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/1c92a2fd-8524-43c4-921c-e1614d7a1a17/new_york_city_completely_flooded_iter_002_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/4e79affc-8ed6-4887-8c63-8d31b740edcd/new_york_city_completely_flooded_iter_002_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/5273f895-890d-4731-880a-4ae025c3c137/new_york_city_completely_flooded_iter_002_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/42300edf-5a11-4825-970e-78be3a6fb3b8/new_york_city_completely_flooded_iter_002_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/e04c672d-452b-40d7-a47e-d09776371b8d/new_york_city_completely_flooded_iter_003_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/e4a61aac-d617-413a-b413-b00043b1a547/new_york_city_completely_flooded_iter_003_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/4087b5ae-efdd-4063-91d1-a1df7fbe5a9e/new_york_city_completely_flooded_iter_003_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/e6c30a1f-0137-4761-a5ec-1cb7b6bdab40/new_york_city_completely_flooded_iter_003_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/00eebb69-2205-4fb6-92d8-73c285c0f7c7/new_york_city_completely_flooded_iter_003_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/d54be450-9068-4d97-b2d3-d4543238ae14/new_york_city_completely_flooded_iter_003_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/35db94ac-8992-4668-95c5-da6054fa7e68/new_york_city_completely_flooded_iter_003_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/e8bfc8f7-89f5-4634-a3d5-23257bc04bb2/new_york_city_completely_flooded_iter_003_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/a3bb48fb-7512-47c1-a800-4b0ee298af4c/new_york_city_completely_flooded_iter_004_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/c9d0ab6f-644f-4fd2-be62-10eb3b471ac9/new_york_city_completely_flooded_iter_004_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/a6d95ad0-3119-4288-806d-15e04e8bb78f/new_york_city_completely_flooded_iter_004_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/da4f9e96-228d-483c-8ab8-82071cf54ad8/new_york_city_completely_flooded_iter_004_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/826c05b0-ad03-4d1d-be3e-cbde62da808a/new_york_city_completely_flooded_iter_004_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/41558c9b-bdbf-4119-b092-58f3bad8a1f4/new_york_city_completely_flooded_iter_004_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/ece15757-2d93-4994-9522-9dc786a02128/new_york_city_completely_flooded_iter_004_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/4745e52a-713c-4c37-a4ff-b137c3f68c20/new_york_city_completely_flooded_iter_004_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/2dd41f3d-3d25-4860-b22f-038bc5a7efc9/new_york_city_completely_flooded_iter_005_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/9bad82b8-1f67-4a60-baee-ce9735d6a46c/new_york_city_completely_flooded_iter_005_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/1768bd63-f39e-418c-aee2-af0a5b14c9b0/new_york_city_completely_flooded_iter_005_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/4d0353dd-fb57-40cc-893a-79099b158f05/new_york_city_completely_flooded_iter_005_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/b2132522-5a35-4c92-b7f7-262ef65c7402/new_york_city_completely_flooded_iter_005_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/15f2a5f0-80ce-4ff6-89e2-bfc5d8aadc2f/new_york_city_completely_flooded_iter_005_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/afa29d40-688b-4feb-8e9e-fa5a21cbc4b1/new_york_city_completely_flooded_iter_005_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/475ff2e7-13a3-431c-bea2-735d62fa0567/new_york_city_completely_flooded_iter_005_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/5fb8a634-a9b7-43e8-867a-5ce0af244713/new_york_city_completely_flooded_iter_006_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/0099b439-ef12-4600-b430-8be99a4bd796/new_york_city_completely_flooded_iter_006_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/541e17b9-27dd-480f-bd15-fb895aafadc1/new_york_city_completely_flooded_iter_006_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/7170938e-8c83-446f-9a79-87bab48f3baa/new_york_city_completely_flooded_iter_006_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/3b64be95-23ff-4eb8-be29-11a996d4035c/new_york_city_completely_flooded_iter_006_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/0ca39ed8-cb65-442a-b531-217e65c8484c/new_york_city_completely_flooded_iter_006_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/486e010a-8da6-4c38-9370-3546b8732c3b/new_york_city_completely_flooded_iter_006_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/820950a4-5433-4099-9c80-b4abd3133d97/new_york_city_completely_flooded_iter_006_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/2a200f9d-0756-4996-b50a-e4a83ab9b251/new_york_city_completely_flooded_iter_007_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/f0d910bc-0215-43d7-8a73-9609abd03cd4/new_york_city_completely_flooded_iter_007_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/bde9251e-c7ea-4291-bad0-15a6f58a6a22/new_york_city_completely_flooded_iter_007_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/c5fa2d09-2665-4258-8a5e-f39513b6ba1b/new_york_city_completely_flooded_iter_007_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/4b5f8a60-6582-4346-af79-912a9393b777/new_york_city_completely_flooded_iter_007_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/f3ef9c35-f7d5-4388-b1e5-1188999e7b53/new_york_city_completely_flooded_iter_007_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/fc92584a-aa4f-4a7e-a627-507cf97a8d59/new_york_city_completely_flooded_iter_007_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/01cb4485-5af1-4931-ba86-6174e413c2c4/new_york_city_completely_flooded_iter_007_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/655c542d-b514-4eb0-a095-d4b7ea630b02/new_york_city_completely_flooded_iter_008_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/e6437e5f-4ae4-413b-8e3c-d1b932bda0d7/new_york_city_completely_flooded_iter_008_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/f8090820-bd22-43a7-82a5-ea64c2df7672/new_york_city_completely_flooded_iter_008_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/5e5d27ef-c3a0-4012-a9c0-eec583b94e87/new_york_city_completely_flooded_iter_008_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/5fc22bcf-7ec2-48ab-926f-6869e82567b1/new_york_city_completely_flooded_iter_008_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/6994dcea-2f7b-4c11-b58b-d790759ea94c/new_york_city_completely_flooded_iter_008_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/497b5550-8b1a-4bea-a559-cf1289a22966/new_york_city_completely_flooded_iter_008_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/52cf12eb-bbe3-4429-bb34-deea685c7c43/new_york_city_completely_flooded_iter_008_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/dc16473e-fdbf-48aa-bdfd-5a79a135539d/new_york_city_completely_flooded_iter_009_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/2528fb0c-376d-49a7-b080-4e405d36ad7d/new_york_city_completely_flooded_iter_009_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/40fb7775-1bf5-48a6-ba61-774b3270cc1b/new_york_city_completely_flooded_iter_009_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/407bd3f5-dd77-44e0-9db2-80b9f351a49f/new_york_city_completely_flooded_iter_009_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/7725e3ed-9bc2-4afe-a653-edfeb0006c86/new_york_city_completely_flooded_iter_009_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/7392132c-ea9d-4ed5-80b1-f961773bb602/new_york_city_completely_flooded_iter_009_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/fe7283d1-471c-4e0c-93de-f541956e0c84/new_york_city_completely_flooded_iter_009_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/ea21f73d-ff99-463c-8e5c-f551326ade25/new_york_city_completely_flooded_iter_009_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/74d36e1b-63b5-482d-b999-da9880554c85/new_york_city_completely_flooded_iter_010_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/1699719d-a804-41b8-a80b-7e49975fe339/new_york_city_completely_flooded_iter_010_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/a74a6b6f-163a-4474-bb98-c9ce544c3b52/new_york_city_completely_flooded_iter_010_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/a13ac7c6-4b45-4626-bdd3-ce640bffeb41/new_york_city_completely_flooded_iter_010_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/1ff3b70b-7153-43fa-b1bc-926cfa45a2bb/new_york_city_completely_flooded_iter_010_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/87bfeb1a-7867-458a-b41a-bb0acae98cb2/new_york_city_completely_flooded_iter_010_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/03939f6a-1d5b-4704-a21a-9f8539b5b992/new_york_city_completely_flooded_iter_010_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/bb621e6a-c113-4fa4-b470-145cadc848ef/new_york_city_completely_flooded_iter_010_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/5737ce89-da92-474a-8113-e2510512ca34/new_york_city_completely_flooded_iter_011_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/93405912-ee83-4fdc-b810-a673a2c73693/new_york_city_completely_flooded_iter_011_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/05de70e7-385a-4e84-9dab-383a3be81918/new_york_city_completely_flooded_iter_011_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/dbe1b348-fea8-4e86-8e6d-034d48a21e21/new_york_city_completely_flooded_iter_011_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/2050e510-7609-4460-9903-7a4ce22842fc/new_york_city_completely_flooded_iter_011_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/ce3d5307-a186-4fb8-b2e1-908787ac7fe9/new_york_city_completely_flooded_iter_011_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/77c66923-e11a-42ce-98df-6708ddc37dec/new_york_city_completely_flooded_iter_011_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/bb5e793b-c542-4f31-b366-3991c4d76b09/new_york_city_completely_flooded_iter_011_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/023dd030-afe3-4ce1-9a1c-dfc220728f86/new_york_city_completely_flooded_iter_012_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/b991e591-3065-41d7-9acf-7f1673cd8c3b/new_york_city_completely_flooded_iter_012_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/2863caad-bd3d-40f4-8522-d59e8479f755/new_york_city_completely_flooded_iter_012_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/2dadbf27-9431-45a4-9ab1-b52ef420fd2a/new_york_city_completely_flooded_iter_012_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/33f767ba-8e80-4456-b622-c84cb02b7c76/new_york_city_completely_flooded_iter_012_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/91bdd584-b3a2-4bc0-ace3-af037e6aed92/new_york_city_completely_flooded_iter_012_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/ce230d6a-3f94-47cb-9660-dac467bfb802/new_york_city_completely_flooded_iter_012_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/11f6753e-0676-4b1f-890c-0f51cda18972/new_york_city_completely_flooded_iter_012_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/44708cc5-b256-4cf9-b6c0-a75b1eea26cb/new_york_city_completely_flooded_iter_013_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/79390303-ede5-4f8e-bca6-c69a31d15750/new_york_city_completely_flooded_iter_013_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/8e76bf7e-dcf2-436c-a352-a16ac9d6eaba/new_york_city_completely_flooded_iter_013_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/f8fb430c-4f19-4007-9bf8-8afae7872cd7/new_york_city_completely_flooded_iter_013_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/02febc71-2025-40c5-a9e8-999cc213f44c/new_york_city_completely_flooded_iter_013_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/71eec144-16ce-46dc-8d08-ac07b506dbe8/new_york_city_completely_flooded_iter_013_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/f718f7ed-b7d6-4137-bd63-1ad68850243b/new_york_city_completely_flooded_iter_013_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/d186115a-8917-439a-b475-05508f9781bf/new_york_city_completely_flooded_iter_013_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/a3f3f1d0-38d5-43ef-a2e0-53bea37ef83f/new_york_city_completely_flooded_iter_014_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/fe49a896-db5f-44e4-b4d1-53e35c2dc8ff/new_york_city_completely_flooded_iter_014_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/46e2ed68-c076-4f2f-996d-4522a3a72012/new_york_city_completely_flooded_iter_014_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/d2af942d-10a9-4571-8b5a-b78060995a00/new_york_city_completely_flooded_iter_014_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/964ba396-0a88-45b6-8ddc-9c9ec750cae2/new_york_city_completely_flooded_iter_014_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/76a450fa-9723-4e8c-95fe-f4e483cac9f5/new_york_city_completely_flooded_iter_014_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/f85a03d6-3848-49db-8b25-2c69b3a2df8c/new_york_city_completely_flooded_iter_014_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/069e0e28-ade0-4aba-8b62-74629b7c6a9a/new_york_city_completely_flooded_iter_014_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/590078a6-baae-43be-84a7-839a95e194bf/new_york_city_completely_flooded_iter_015_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/21b14d87-75b0-430e-85c5-d651ee8e8407/new_york_city_completely_flooded_iter_015_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/0a1b1cf4-493d-452b-a599-00ef6f4e1582/new_york_city_completely_flooded_iter_015_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/981b32ce-8617-4393-b733-20085e1e79aa/new_york_city_completely_flooded_iter_015_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/069ae1f3-0ad1-42ad-a17f-879ca3a0c341/new_york_city_completely_flooded_iter_015_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/23dc87f3-ee2b-427a-bdda-0e9494fb8427/new_york_city_completely_flooded_iter_015_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/ca5104a9-e90d-4c14-8216-910274a0771c/new_york_city_completely_flooded_iter_015_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/5cc2d2e2-cfbd-4009-acce-0268eb816f7c/new_york_city_completely_flooded_iter_015_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/02ac7ef3-48fd-40de-8bae-c0fb20e14fb1/new_york_city_completely_flooded_iter_016_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/12299db2-07a8-4913-b864-812afedaa7da/new_york_city_completely_flooded_iter_016_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/6eae2298-5837-41d5-bdc4-aaec2a0adbc6/new_york_city_completely_flooded_iter_016_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/52bb4b30-944a-43ed-bb18-d568cf2c7036/new_york_city_completely_flooded_iter_016_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/38def092-f019-40bc-b299-3f18b73a8799/new_york_city_completely_flooded_iter_016_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/99b639c7-a31f-4c3e-948f-2517a191b2b7/new_york_city_completely_flooded_iter_016_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/8c0fe8fe-e296-4288-9b1d-6d7d9ae93e05/new_york_city_completely_flooded_iter_016_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/9aafb8a2-294a-4ba5-a49b-f5f65c129b2b/new_york_city_completely_flooded_iter_016_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/1eb7afb2-40ce-4989-9151-930c6341bac6/new_york_city_completely_flooded_iter_017_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/336b6683-d437-49d1-9198-ab06591d1409/new_york_city_completely_flooded_iter_017_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/cf42959e-8da8-4bff-a27e-6917917aea14/new_york_city_completely_flooded_iter_017_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/5fa6d144-bd84-4fd3-9772-bf11c6465dc8/new_york_city_completely_flooded_iter_017_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/183a98dd-1e0f-4490-ad48-466f40d73d2b/new_york_city_completely_flooded_iter_017_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/64eccf9a-4881-4e06-b361-08859f40e6bb/new_york_city_completely_flooded_iter_017_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/5c6e2bbd-4aef-4cb1-a352-1a0436d4a2e8/new_york_city_completely_flooded_iter_017_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/f4cb19cf-e84e-4e92-a84e-51f0d01ba67e/new_york_city_completely_flooded_iter_017_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/a039675d-e98a-4d90-8534-4aa6758d7f74/new_york_city_completely_flooded_iter_018_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/317daa01-5845-47c5-b02b-2f72dc9ccde7/new_york_city_completely_flooded_iter_018_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/a419a5a6-4740-4f43-8bf1-8b740a98b6e3/new_york_city_completely_flooded_iter_018_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/e88b3b30-3f1f-4b19-b8fe-8a975827894f/new_york_city_completely_flooded_iter_018_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/411f22dd-c8a6-49d3-9dd3-27fdd8abdf86/new_york_city_completely_flooded_iter_018_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/0ab54013-7d6f-4bb7-bc69-4279a189f030/new_york_city_completely_flooded_iter_018_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/b1937f32-7285-499c-836d-78754d6edb94/new_york_city_completely_flooded_iter_018_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/0ed71ef8-2c5a-4c68-ace4-3d257b6b1d4a/new_york_city_completely_flooded_iter_018_batch_007_score_0.png"
    ],
    [
      "https://replicate.delivery/mgxm/5dde9189-65ff-49ba-b610-0c71ce804898/new_york_city_completely_flooded_iter_019_batch_000_score_0.png",
      "https://replicate.delivery/mgxm/be80241a-3ff0-437e-a378-2a5fc467b15a/new_york_city_completely_flooded_iter_019_batch_001_score_0.png",
      "https://replicate.delivery/mgxm/ed918764-f577-4b6b-92ee-bb4a78edc802/new_york_city_completely_flooded_iter_019_batch_002_score_0.png",
      "https://replicate.delivery/mgxm/0b19d911-b905-4a3a-8240-0277909c2756/new_york_city_completely_flooded_iter_019_batch_003_score_0.png",
      "https://replicate.delivery/mgxm/08798785-8838-4e62-a3da-6e2ca3129333/new_york_city_completely_flooded_iter_019_batch_004_score_0.png",
      "https://replicate.delivery/mgxm/c0b22802-e1d8-4fd8-886f-c6f78d745f05/new_york_city_completely_flooded_iter_019_batch_005_score_0.png",
      "https://replicate.delivery/mgxm/908ae783-e292-4dce-9509-59f02688803d/new_york_city_completely_flooded_iter_019_batch_006_score_0.png",
      "https://replicate.delivery/mgxm/20eed2d1-7700-44ba-bc84-4e514892d4b1/new_york_city_completely_flooded_iter_019_batch_007_score_0.png"
    ]
  ],
  "started_at": "2022-06-17T22:09:03.708281Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/lnri7jpouzdd7c73npp7bt5k5y",
    "cancel": "https://api.replicate.com/v1/predictions/lnri7jpouzdd7c73npp7bt5k5y/cancel"
  },
  "version": "d0d04e11830081fcc1066cc5e6306e4ffdcf35c0d95d12c6cbc2b869f17466d0"
}

Generated in

3 minutes 42 seconds

Tweak it Report

Using seed 319970566
Running simulation for new york city completely flooded
Encoding text embeddings with new york city completely flooded dimensions
Using aesthetic embedding 9 with weight 0.5
Using inpaint model but no image is provided. Initializing with zeros.
Population: 00, batch: 00, score: 0.2321 - first iteration
Population: 00, batch: 01, score: 0.2690 - first iteration
Population: 00, batch: 02, score: 0.2435 - first iteration
Population: 00, batch: 03, score: 0.2721 - first iteration
Population: 00, batch: 04, score: 0.2456 - first iteration
Population: 00, batch: 05, score: 0.2513 - first iteration
Population: 00, batch: 06, score: 0.2099 - first iteration
Population: 00, batch: 07, score: 0.2464 - first iteration
Population: 01, batch: 00, score: 0.2197 - no improvement
Population: 01, batch: 01, score: 0.2195 - no improvement
Population: 01, batch: 02, score: 0.2059 - no improvement
Population: 01, batch: 03, score: 0.2742 - new best, replacing
Population: 01, batch: 04, score: 0.1948 - no improvement
Population: 01, batch: 05, score: 0.2332 - no improvement
Population: 01, batch: 06, score: 0.2409 - new best, replacing
Population: 01, batch: 07, score: 0.1885 - no improvement
Population: 02, batch: 00, score: 0.2307 - no improvement
Population: 02, batch: 01, score: 0.2659 - no improvement
Population: 02, batch: 02, score: 0.2015 - no improvement
Population: 02, batch: 03, score: 0.2596 - no improvement
Population: 02, batch: 04, score: 0.2528 - new best, replacing
Population: 02, batch: 05, score: 0.2577 - new best, replacing
Population: 02, batch: 06, score: 0.2172 - no improvement
Population: 02, batch: 07, score: 0.2784 - new best, replacing
Population: 03, batch: 00, score: 0.2575 - new best, replacing
Population: 03, batch: 01, score: 0.2551 - no improvement
Population: 03, batch: 02, score: 0.2123 - no improvement
Population: 03, batch: 03, score: 0.2359 - no improvement
Population: 03, batch: 04, score: 0.1640 - no improvement
Population: 03, batch: 05, score: 0.2039 - no improvement
Population: 03, batch: 06, score: 0.2175 - no improvement
Population: 03, batch: 07, score: 0.2194 - no improvement
Population: 04, batch: 00, score: 0.2356 - no improvement
Population: 04, batch: 01, score: 0.2373 - no improvement
Population: 04, batch: 02, score: 0.2436 - new best, replacing
Population: 04, batch: 03, score: 0.1799 - no improvement
Population: 04, batch: 04, score: 0.2512 - no improvement
Population: 04, batch: 05, score: 0.2531 - no improvement
Population: 04, batch: 06, score: 0.2440 - new best, replacing
Population: 04, batch: 07, score: 0.2075 - no improvement
Population: 05, batch: 00, score: 0.2042 - no improvement
Population: 05, batch: 01, score: 0.2293 - no improvement
Population: 05, batch: 02, score: 0.2215 - no improvement
Population: 05, batch: 03, score: 0.1763 - no improvement
Population: 05, batch: 04, score: 0.1872 - no improvement
Population: 05, batch: 05, score: 0.2393 - no improvement
Population: 05, batch: 06, score: 0.1795 - no improvement
Population: 05, batch: 07, score: 0.2669 - no improvement
Population: 06, batch: 00, score: 0.2417 - no improvement
Population: 06, batch: 01, score: 0.2546 - no improvement
Population: 06, batch: 02, score: 0.2241 - no improvement
Population: 06, batch: 03, score: 0.2616 - no improvement
Population: 06, batch: 04, score: 0.2387 - no improvement
Population: 06, batch: 05, score: 0.2262 - no improvement
Population: 06, batch: 06, score: 0.1805 - no improvement
Population: 06, batch: 07, score: 0.2203 - no improvement
Population: 07, batch: 00, score: 0.2594 - new best, replacing
Population: 07, batch: 01, score: 0.2134 - no improvement
Population: 07, batch: 02, score: 0.2345 - no improvement
Population: 07, batch: 03, score: 0.1960 - no improvement
Population: 07, batch: 04, score: 0.2309 - no improvement
Population: 07, batch: 05, score: 0.1765 - no improvement
Population: 07, batch: 06, score: 0.2479 - new best, replacing
Population: 07, batch: 07, score: 0.2632 - no improvement
Population: 08, batch: 00, score: 0.2128 - no improvement
Population: 08, batch: 01, score: 0.2006 - no improvement
Population: 08, batch: 02, score: 0.2634 - new best, replacing
Population: 08, batch: 03, score: 0.2098 - no improvement
Population: 08, batch: 04, score: 0.2537 - new best, replacing
Population: 08, batch: 05, score: 0.2092 - no improvement
Population: 08, batch: 06, score: 0.1991 - no improvement
Population: 08, batch: 07, score: 0.2331 - no improvement
Population: 09, batch: 00, score: 0.2534 - no improvement
Population: 09, batch: 01, score: 0.2258 - no improvement
Population: 09, batch: 02, score: 0.2439 - no improvement
Population: 09, batch: 03, score: 0.2231 - no improvement
Population: 09, batch: 04, score: 0.2115 - no improvement
Population: 09, batch: 05, score: 0.1948 - no improvement
Population: 09, batch: 06, score: 0.2480 - new best, replacing
Population: 09, batch: 07, score: 0.2123 - no improvement
Population: 10, batch: 00, score: 0.2416 - no improvement
Population: 10, batch: 01, score: 0.1903 - no improvement
Population: 10, batch: 02, score: 0.1687 - no improvement
Population: 10, batch: 03, score: 0.2367 - no improvement
Population: 10, batch: 04, score: 0.1970 - no improvement
Population: 10, batch: 05, score: 0.2277 - no improvement
Population: 10, batch: 06, score: 0.2293 - no improvement
Population: 10, batch: 07, score: 0.2269 - no improvement
Population: 11, batch: 00, score: 0.2344 - no improvement
Population: 11, batch: 01, score: 0.1815 - no improvement
Population: 11, batch: 02, score: 0.2390 - no improvement
Population: 11, batch: 03, score: 0.2152 - no improvement
Population: 11, batch: 04, score: 0.2705 - new best, replacing
Population: 11, batch: 05, score: 0.2594 - new best, replacing
Population: 11, batch: 06, score: 0.2681 - new best, replacing
Population: 11, batch: 07, score: 0.2214 - no improvement
Population: 12, batch: 00, score: 0.1791 - no improvement
Population: 12, batch: 01, score: 0.1462 - no improvement
Population: 12, batch: 02, score: 0.2466 - no improvement
Population: 12, batch: 03, score: 0.2606 - no improvement
Population: 12, batch: 04, score: 0.2558 - no improvement
Population: 12, batch: 05, score: 0.2077 - no improvement
Population: 12, batch: 06, score: 0.2274 - no improvement
Population: 12, batch: 07, score: 0.1566 - no improvement
Population: 13, batch: 00, score: 0.1646 - no improvement
Population: 13, batch: 01, score: 0.2091 - no improvement
Population: 13, batch: 02, score: 0.2259 - no improvement
Population: 13, batch: 03, score: 0.1968 - no improvement
Population: 13, batch: 04, score: 0.1815 - no improvement
Population: 13, batch: 05, score: 0.2707 - new best, replacing
Population: 13, batch: 06, score: 0.2093 - no improvement
Population: 13, batch: 07, score: 0.2379 - no improvement
Population: 14, batch: 00, score: 0.2417 - no improvement
Population: 14, batch: 01, score: 0.2123 - no improvement
Population: 14, batch: 02, score: 0.2621 - no improvement
Population: 14, batch: 03, score: 0.2265 - no improvement
Population: 14, batch: 04, score: 0.2324 - no improvement
Population: 14, batch: 05, score: 0.2448 - no improvement
Population: 14, batch: 06, score: 0.2493 - no improvement
Population: 14, batch: 07, score: 0.2735 - no improvement
Population: 15, batch: 00, score: 0.2594 - no improvement
Population: 15, batch: 01, score: 0.1612 - no improvement
Population: 15, batch: 02, score: 0.2433 - no improvement
Population: 15, batch: 03, score: 0.2404 - no improvement
Population: 15, batch: 04, score: 0.2012 - no improvement
Population: 15, batch: 05, score: 0.2447 - no improvement
Population: 15, batch: 06, score: 0.2301 - no improvement
Population: 15, batch: 07, score: 0.1743 - no improvement
Population: 16, batch: 00, score: 0.2655 - new best, replacing
Population: 16, batch: 01, score: 0.1834 - no improvement
Population: 16, batch: 02, score: 0.2349 - no improvement
Population: 16, batch: 03, score: 0.2386 - no improvement
Population: 16, batch: 04, score: 0.2124 - no improvement
Population: 16, batch: 05, score: 0.2237 - no improvement
Population: 16, batch: 06, score: 0.2070 - no improvement
Population: 16, batch: 07, score: 0.2414 - no improvement
Population: 17, batch: 00, score: 0.2654 - no improvement
Population: 17, batch: 01, score: 0.2449 - no improvement
Population: 17, batch: 02, score: 0.2614 - no improvement
Population: 17, batch: 03, score: 0.2317 - no improvement
Population: 17, batch: 04, score: 0.2586 - no improvement
Population: 17, batch: 05, score: 0.2151 - no improvement
Population: 17, batch: 06, score: 0.2692 - new best, replacing
Population: 17, batch: 07, score: 0.2458 - no improvement
Population: 18, batch: 00, score: 0.2488 - no improvement
Population: 18, batch: 01, score: 0.1992 - no improvement
Population: 18, batch: 02, score: 0.2390 - no improvement
Population: 18, batch: 03, score: 0.1938 - no improvement
Population: 18, batch: 04, score: 0.2575 - no improvement
Population: 18, batch: 05, score: 0.2330 - no improvement
Population: 18, batch: 06, score: 0.2420 - no improvement
Population: 18, batch: 07, score: 0.2627 - no improvement
Population: 19, batch: 00, score: 0.2351 - no improvement
Population: 19, batch: 01, score: 0.2673 - no improvement
Population: 19, batch: 02, score: 0.2246 - no improvement
Population: 19, batch: 03, score: 0.2070 - no improvement
Population: 19, batch: 04, score: 0.2719 - new best, replacing
Population: 19, batch: 05, score: 0.2245 - no improvement
Population: 19, batch: 06, score: 0.2218 - no improvement
Population: 19, batch: 07, score: 0.2362 - no improvement