Prediction

Model

gwang-kim/diffusionclip:58e52a5b

ID

yrqhsvj6fnhsdhokuutdcc7opu

Status

Succeeded

Source

Web

Hardware

–

Total duration

74.4s

Created

over 3 years ago by chenxwh

Webhook

–

Input

image: https://replicate.delivery/mgxm/ccd230af-3441-4ace-9c4b-68f8d708183e/imagenet1.png
manipulation: ImageNet style transfer
edit_type: ImageNet style transfer - Watercolor art
degree_of_change: 1
n_test_step: 12

{
  "degree_of_change": 1,
  "edit_type": "ImageNet style transfer - Watercolor art",
  "image": "https://replicate.delivery/mgxm/ccd230af-3441-4ace-9c4b-68f8d708183e/imagenet1.png",
  "manipulation": "ImageNet style transfer",
  "n_test_step": 12
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_K21**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";
import fs from "node:fs";

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

Run gwang-kim/diffusionclip using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "gwang-kim/diffusionclip:58e52a5bcc00fdd84a71592542a62320c30d1b6930342a81d5d9a961569351f1",
  {
    input: {
      degree_of_change: 1,
      edit_type: "ImageNet style transfer - Watercolor art",
      image: "https://replicate.delivery/mgxm/ccd230af-3441-4ace-9c4b-68f8d708183e/imagenet1.png",
      manipulation: "ImageNet style transfer",
      n_test_step: 12
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", 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=r8_K21**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run gwang-kim/diffusionclip using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "gwang-kim/diffusionclip:58e52a5bcc00fdd84a71592542a62320c30d1b6930342a81d5d9a961569351f1",
    input={
        "degree_of_change": 1,
        "edit_type": "ImageNet style transfer - Watercolor art",
        "image": "https://replicate.delivery/mgxm/ccd230af-3441-4ace-9c4b-68f8d708183e/imagenet1.png",
        "manipulation": "ImageNet style transfer",
        "n_test_step": 12
    }
)

# To access the file URL:
print(output.url())
#=> "http://example.com"

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output.read())

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=r8_K21**********************************

This is your API token. Keep it to yourself.

Run gwang-kim/diffusionclip 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": "gwang-kim/diffusionclip:58e52a5bcc00fdd84a71592542a62320c30d1b6930342a81d5d9a961569351f1",
    "input": {
      "degree_of_change": 1,
      "edit_type": "ImageNet style transfer - Watercolor art",
      "image": "https://replicate.delivery/mgxm/ccd230af-3441-4ace-9c4b-68f8d708183e/imagenet1.png",
      "manipulation": "ImageNet style transfer",
      "n_test_step": 12
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "id": "yrqhsvj6fnhsdhokuutdcc7opu",
  "model": "gwang-kim/diffusionclip",
  "version": "58e52a5bcc00fdd84a71592542a62320c30d1b6930342a81d5d9a961569351f1",
  "input": {
    "degree_of_change": 1,
    "edit_type": "ImageNet style transfer - Watercolor art",
    "image": "https://replicate.delivery/mgxm/ccd230af-3441-4ace-9c4b-68f8d708183e/imagenet1.png",
    "manipulation": "ImageNet style transfer",
    "n_test_step": 12
  },
  "logs": "None is loaded.\ncheckpoint/imagenet_watercolor_t601.pth is loaded.\n\nInversion process :   0%|          | 0/40 [00:00<?, ?it/s]\nInversion process :   2%|▎         | 1/40 [00:00<00:34,  1.14it/s]\nInversion process :   5%|▌         | 2/40 [00:01<00:34,  1.12it/s]\nInversion process :   8%|▊         | 3/40 [00:02<00:33,  1.12it/s]\nInversion process :  10%|█         | 4/40 [00:03<00:32,  1.11it/s]\nInversion process :  12%|█▎        | 5/40 [00:04<00:31,  1.10it/s]\nInversion process :  15%|█▌        | 6/40 [00:05<00:30,  1.10it/s]\nInversion process :  18%|█▊        | 7/40 [00:06<00:29,  1.10it/s]\nInversion process :  20%|██        | 8/40 [00:07<00:29,  1.10it/s]\nInversion process :  22%|██▎       | 9/40 [00:08<00:28,  1.10it/s]\nInversion process :  25%|██▌       | 10/40 [00:09<00:27,  1.10it/s]\nInversion process :  28%|██▊       | 11/40 [00:09<00:26,  1.10it/s]\nInversion process :  30%|███       | 12/40 [00:10<00:25,  1.10it/s]\nInversion process :  32%|███▎      | 13/40 [00:11<00:24,  1.10it/s]\nInversion process :  35%|███▌      | 14/40 [00:12<00:23,  1.10it/s]\nInversion process :  38%|███▊      | 15/40 [00:13<00:22,  1.09it/s]\nInversion process :  40%|████      | 16/40 [00:14<00:21,  1.09it/s]\nInversion process :  42%|████▎     | 17/40 [00:15<00:21,  1.09it/s]\nInversion process :  45%|████▌     | 18/40 [00:16<00:20,  1.09it/s]\nInversion process :  48%|████▊     | 19/40 [00:17<00:19,  1.08it/s]\nInversion process :  50%|█████     | 20/40 [00:18<00:18,  1.08it/s]\nInversion process :  52%|█████▎    | 21/40 [00:19<00:17,  1.08it/s]\nInversion process :  55%|█████▌    | 22/40 [00:20<00:16,  1.08it/s]\nInversion process :  57%|█████▊    | 23/40 [00:21<00:15,  1.07it/s]\nInversion process :  60%|██████    | 24/40 [00:21<00:14,  1.07it/s]\nInversion process :  62%|██████▎   | 25/40 [00:22<00:14,  1.06it/s]\nInversion process :  65%|██████▌   | 26/40 [00:23<00:13,  1.06it/s]\nInversion process :  68%|██████▊   | 27/40 [00:24<00:12,  1.06it/s]\nInversion process :  70%|███████   | 28/40 [00:25<00:11,  1.05it/s]\nInversion process :  72%|███████▎  | 29/40 [00:26<00:10,  1.05it/s]\nInversion process :  75%|███████▌  | 30/40 [00:27<00:09,  1.05it/s]\nInversion process :  78%|███████▊  | 31/40 [00:28<00:08,  1.05it/s]\nInversion process :  80%|████████  | 32/40 [00:29<00:07,  1.04it/s]\nInversion process :  82%|████████▎ | 33/40 [00:30<00:06,  1.04it/s]\nInversion process :  85%|████████▌ | 34/40 [00:31<00:05,  1.03it/s]\nInversion process :  88%|████████▊ | 35/40 [00:32<00:04,  1.03it/s]\nInversion process :  90%|█████████ | 36/40 [00:33<00:03,  1.02it/s]\nInversion process :  92%|█████████▎| 37/40 [00:34<00:02,  1.02it/s]\nInversion process :  95%|█████████▌| 38/40 [00:35<00:01,  1.01it/s]\nInversion process :  98%|█████████▊| 39/40 [00:36<00:00,  1.01it/s]\nInversion process :  98%|█████████▊| 39/40 [00:36<00:00,  1.07it/s]\nSampling type: DDIM with eta 0.0,  Steps: 12/601\nUniform skip type\n\nGenerative process 0:   0%|          | 0/12 [00:00<?, ?it/s]\nGenerative process 0:   8%|▊         | 1/12 [00:00<00:10,  1.01it/s]\nGenerative process 0:  17%|█▋        | 2/12 [00:01<00:09,  1.01it/s]\nGenerative process 0:  25%|██▌       | 3/12 [00:02<00:08,  1.01it/s]\nGenerative process 0:  33%|███▎      | 4/12 [00:03<00:07,  1.00it/s]\nGenerative process 0:  42%|████▏     | 5/12 [00:04<00:06,  1.00it/s]\nGenerative process 0:  50%|█████     | 6/12 [00:06<00:06,  1.01s/it]\nGenerative process 0:  58%|█████▊    | 7/12 [00:07<00:05,  1.01s/it]\nGenerative process 0:  67%|██████▋   | 8/12 [00:08<00:04,  1.01s/it]\nGenerative process 0:  75%|███████▌  | 9/12 [00:09<00:03,  1.01s/it]\nGenerative process 0:  83%|████████▎ | 10/12 [00:10<00:02,  1.01s/it]\nGenerative process 0:  92%|█████████▏| 11/12 [00:11<00:01,  1.02s/it]\nGenerative process 0: 100%|██████████| 12/12 [00:12<00:00,  1.03s/it]\nGenerative process 0: 100%|██████████| 12/12 [00:12<00:00,  1.01s/it]",
  "output": "https://replicate.delivery/mgxm/76f197d2-1594-4a64-89fe-788d3d441cea/output.png",
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2022-08-09T14:43:09.416854Z",
  "started_at": "2022-08-09T14:43:09.575556Z",
  "completed_at": "2022-08-09T14:44:23.7947Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/yrqhsvj6fnhsdhokuutdcc7opu/cancel",
    "get": "https://api.replicate.com/v1/predictions/yrqhsvj6fnhsdhokuutdcc7opu"
  },
  "metrics": {
    "predict_time": 74.219144,
    "total_time": 74.377846
  }
}

Generated in

74.2 seconds

Tweak it Report

None is loaded. checkpoint/imagenet_watercolor_t601.pth is loaded. Inversion process : 0%| | 0/40 [00:00<?, ?it/s] Inversion process : 2%|▎ | 1/40 [00:00<00:34, 1.14it/s] Inversion process : 5%|▌ | 2/40 [00:01<00:34, 1.12it/s] Inversion process : 8%|▊ | 3/40 [00:02<00:33, 1.12it/s] Inversion process : 10%|█ | 4/40 [00:03<00:32, 1.11it/s] Inversion process : 12%|█▎ | 5/40 [00:04<00:31, 1.10it/s] Inversion process : 15%|█▌ | 6/40 [00:05<00:30, 1.10it/s] Inversion process : 18%|█▊ | 7/40 [00:06<00:29, 1.10it/s] Inversion process : 20%|██ | 8/40 [00:07<00:29, 1.10it/s] Inversion process : 22%|██▎ | 9/40 [00:08<00:28, 1.10it/s] Inversion process : 25%|██▌ | 10/40 [00:09<00:27, 1.10it/s] Inversion process : 28%|██▊ | 11/40 [00:09<00:26, 1.10it/s] Inversion process : 30%|███ | 12/40 [00:10<00:25, 1.10it/s] Inversion process : 32%|███▎ | 13/40 [00:11<00:24, 1.10it/s] Inversion process : 35%|███▌ | 14/40 [00:12<00:23, 1.10it/s] Inversion process : 38%|███▊ | 15/40 [00:13<00:22, 1.09it/s] Inversion process : 40%|████ | 16/40 [00:14<00:21, 1.09it/s] Inversion process : 42%|████▎ | 17/40 [00:15<00:21, 1.09it/s] Inversion process : 45%|████▌ | 18/40 [00:16<00:20, 1.09it/s] Inversion process : 48%|████▊ | 19/40 [00:17<00:19, 1.08it/s] Inversion process : 50%|█████ | 20/40 [00:18<00:18, 1.08it/s] Inversion process : 52%|█████▎ | 21/40 [00:19<00:17, 1.08it/s] Inversion process : 55%|█████▌ | 22/40 [00:20<00:16, 1.08it/s] Inversion process : 57%|█████▊ | 23/40 [00:21<00:15, 1.07it/s] Inversion process : 60%|██████ | 24/40 [00:21<00:14, 1.07it/s] Inversion process : 62%|██████▎ | 25/40 [00:22<00:14, 1.06it/s] Inversion process : 65%|██████▌ | 26/40 [00:23<00:13, 1.06it/s] Inversion process : 68%|██████▊ | 27/40 [00:24<00:12, 1.06it/s] Inversion process : 70%|███████ | 28/40 [00:25<00:11, 1.05it/s] Inversion process : 72%|███████▎ | 29/40 [00:26<00:10, 1.05it/s] Inversion process : 75%|███████▌ | 30/40 [00:27<00:09, 1.05it/s] Inversion process : 78%|███████▊ | 31/40 [00:28<00:08, 1.05it/s] Inversion process : 80%|████████ | 32/40 [00:29<00:07, 1.04it/s] Inversion process : 82%|████████▎ | 33/40 [00:30<00:06, 1.04it/s] Inversion process : 85%|████████▌ | 34/40 [00:31<00:05, 1.03it/s] Inversion process : 88%|████████▊ | 35/40 [00:32<00:04, 1.03it/s] Inversion process : 90%|█████████ | 36/40 [00:33<00:03, 1.02it/s] Inversion process : 92%|█████████▎| 37/40 [00:34<00:02, 1.02it/s] Inversion process : 95%|█████████▌| 38/40 [00:35<00:01, 1.01it/s] Inversion process : 98%|█████████▊| 39/40 [00:36<00:00, 1.01it/s] Inversion process : 98%|█████████▊| 39/40 [00:36<00:00, 1.07it/s] Sampling type: DDIM with eta 0.0, Steps: 12/601 Uniform skip type Generative process 0: 0%| | 0/12 [00:00<?, ?it/s] Generative process 0: 8%|▊ | 1/12 [00:00<00:10, 1.01it/s] Generative process 0: 17%|█▋ | 2/12 [00:01<00:09, 1.01it/s] Generative process 0: 25%|██▌ | 3/12 [00:02<00:08, 1.01it/s] Generative process 0: 33%|███▎ | 4/12 [00:03<00:07, 1.00it/s] Generative process 0: 42%|████▏ | 5/12 [00:04<00:06, 1.00it/s] Generative process 0: 50%|█████ | 6/12 [00:06<00:06, 1.01s/it] Generative process 0: 58%|█████▊ | 7/12 [00:07<00:05, 1.01s/it] Generative process 0: 67%|██████▋ | 8/12 [00:08<00:04, 1.01s/it] Generative process 0: 75%|███████▌ | 9/12 [00:09<00:03, 1.01s/it] Generative process 0: 83%|████████▎ | 10/12 [00:10<00:02, 1.01s/it] Generative process 0: 92%|█████████▏| 11/12 [00:11<00:01, 1.02s/it] Generative process 0: 100%|██████████| 12/12 [00:12<00:00, 1.03s/it] Generative process 0: 100%|██████████| 12/12 [00:12<00:00, 1.01s/it]