Prediction

Model

gwang-kim/diffusionclip:58e52a5b

ID

wp3yy6lot5ejbbf5pwlemmbwku

Status

Succeeded

Source

Web

Hardware

–

Total duration

16.1s

Created

over 3 years ago

Webhook

–

Input

image: https://replicate.delivery/mgxm/95d0718b-0db8-4a57-bd38-e958c6c3749c/celeb2.png
manipulation: Human face manipulation
edit_type: Human face manipulation - Pixar
degree_of_change: 1
n_test_step: 20

{
  "degree_of_change": "1",
  "edit_type": "Human face manipulation - Pixar",
  "image": "https://replicate.delivery/mgxm/95d0718b-0db8-4a57-bd38-e958c6c3749c/celeb2.png",
  "manipulation": "Human face manipulation",
  "n_test_step": "20"
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_KCY**********************************

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: "Human face manipulation - Pixar",
      image: "https://replicate.delivery/mgxm/95d0718b-0db8-4a57-bd38-e958c6c3749c/celeb2.png",
      manipulation: "Human face manipulation",
      n_test_step: "20"
    }
  }
);

// 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_KCY**********************************

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": "Human face manipulation - Pixar",
        "image": "https://replicate.delivery/mgxm/95d0718b-0db8-4a57-bd38-e958c6c3749c/celeb2.png",
        "manipulation": "Human face manipulation",
        "n_test_step": "20"
    }
)

# 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_KCY**********************************

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": "Human face manipulation - Pixar",
      "image": "https://replicate.delivery/mgxm/95d0718b-0db8-4a57-bd38-e958c6c3749c/celeb2.png",
      "manipulation": "Human face manipulation",
      "n_test_step": "20"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "id": "wp3yy6lot5ejbbf5pwlemmbwku",
  "model": "gwang-kim/diffusionclip",
  "version": "58e52a5bcc00fdd84a71592542a62320c30d1b6930342a81d5d9a961569351f1",
  "input": {
    "degree_of_change": "1",
    "edit_type": "Human face manipulation - Pixar",
    "image": "https://replicate.delivery/mgxm/95d0718b-0db8-4a57-bd38-e958c6c3749c/celeb2.png",
    "manipulation": "Human face manipulation",
    "n_test_step": "20"
  },
  "logs": "None is loaded.\ncheckpoint/human_pixar_t601.pth is loaded.\n\nInversion process :   0%|          | 0/40 [00:00<?, ?it/s]\nInversion process :   2%|▎         | 1/40 [00:00<00:06,  5.64it/s]\nInversion process :   5%|▌         | 2/40 [00:00<00:05,  6.50it/s]\nInversion process :   8%|▊         | 3/40 [00:00<00:05,  6.81it/s]\nInversion process :  10%|█         | 4/40 [00:00<00:05,  6.94it/s]\nInversion process :  12%|█▎        | 5/40 [00:00<00:04,  7.01it/s]\nInversion process :  15%|█▌        | 6/40 [00:00<00:04,  7.07it/s]\nInversion process :  18%|█▊        | 7/40 [00:01<00:04,  7.09it/s]\nInversion process :  20%|██        | 8/40 [00:01<00:04,  7.01it/s]\nInversion process :  22%|██▎       | 9/40 [00:01<00:04,  7.00it/s]\nInversion process :  25%|██▌       | 10/40 [00:01<00:04,  7.02it/s]\nInversion process :  28%|██▊       | 11/40 [00:01<00:04,  7.06it/s]\nInversion process :  30%|███       | 12/40 [00:01<00:03,  7.11it/s]\nInversion process :  32%|███▎      | 13/40 [00:01<00:03,  7.15it/s]\nInversion process :  35%|███▌      | 14/40 [00:02<00:03,  7.13it/s]\nInversion process :  38%|███▊      | 15/40 [00:02<00:03,  7.09it/s]\nInversion process :  40%|████      | 16/40 [00:02<00:03,  7.09it/s]\nInversion process :  42%|████▎     | 17/40 [00:02<00:03,  7.10it/s]\nInversion process :  45%|████▌     | 18/40 [00:02<00:03,  7.10it/s]\nInversion process :  48%|████▊     | 19/40 [00:02<00:02,  7.12it/s]\nInversion process :  50%|█████     | 20/40 [00:02<00:02,  7.11it/s]\nInversion process :  52%|█████▎    | 21/40 [00:02<00:02,  7.07it/s]\nInversion process :  55%|█████▌    | 22/40 [00:03<00:02,  7.02it/s]\nInversion process :  57%|█████▊    | 23/40 [00:03<00:02,  7.02it/s]\nInversion process :  60%|██████    | 24/40 [00:03<00:02,  7.04it/s]\nInversion process :  62%|██████▎   | 25/40 [00:03<00:02,  7.05it/s]\nInversion process :  65%|██████▌   | 26/40 [00:03<00:01,  7.08it/s]\nInversion process :  68%|██████▊   | 27/40 [00:03<00:01,  7.09it/s]\nInversion process :  70%|███████   | 28/40 [00:03<00:01,  7.08it/s]\nInversion process :  72%|███████▎  | 29/40 [00:04<00:01,  7.03it/s]\nInversion process :  75%|███████▌  | 30/40 [00:04<00:01,  7.00it/s]\nInversion process :  78%|███████▊  | 31/40 [00:04<00:01,  7.01it/s]\nInversion process :  80%|████████  | 32/40 [00:04<00:01,  7.05it/s]\nInversion process :  82%|████████▎ | 33/40 [00:04<00:00,  7.05it/s]\nInversion process :  85%|████████▌ | 34/40 [00:04<00:00,  7.07it/s]\nInversion process :  88%|████████▊ | 35/40 [00:04<00:00,  7.06it/s]\nInversion process :  90%|█████████ | 36/40 [00:05<00:00,  7.05it/s]\nInversion process :  92%|█████████▎| 37/40 [00:05<00:00,  7.01it/s]\nInversion process :  95%|█████████▌| 38/40 [00:05<00:00,  7.02it/s]\nInversion process :  98%|█████████▊| 39/40 [00:05<00:00,  7.04it/s]\nInversion process :  98%|█████████▊| 39/40 [00:05<00:00,  7.03it/s]\nSampling type: DDIM with eta 0.0,  Steps: 20/601\nUniform skip type\n\nGenerative process 0:   0%|          | 0/20 [00:00<?, ?it/s]\nGenerative process 0:   5%|▌         | 1/20 [00:00<00:02,  7.64it/s]\nGenerative process 0:  10%|█         | 2/20 [00:00<00:02,  7.32it/s]\nGenerative process 0:  15%|█▌        | 3/20 [00:00<00:02,  7.19it/s]\nGenerative process 0:  20%|██        | 4/20 [00:00<00:02,  7.14it/s]\nGenerative process 0:  25%|██▌       | 5/20 [00:00<00:02,  7.08it/s]\nGenerative process 0:  30%|███       | 6/20 [00:00<00:01,  7.04it/s]\nGenerative process 0:  35%|███▌      | 7/20 [00:00<00:01,  6.93it/s]\nGenerative process 0:  40%|████      | 8/20 [00:01<00:01,  6.89it/s]\nGenerative process 0:  45%|████▌     | 9/20 [00:01<00:01,  6.92it/s]\nGenerative process 0:  50%|█████     | 10/20 [00:01<00:01,  6.94it/s]\nGenerative process 0:  55%|█████▌    | 11/20 [00:01<00:01,  6.96it/s]\nGenerative process 0:  60%|██████    | 12/20 [00:01<00:01,  6.94it/s]\nGenerative process 0:  65%|██████▌   | 13/20 [00:01<00:01,  6.92it/s]\nGenerative process 0:  70%|███████   | 14/20 [00:02<00:00,  6.92it/s]\nGenerative process 0:  75%|███████▌  | 15/20 [00:02<00:00,  6.87it/s]\nGenerative process 0:  80%|████████  | 16/20 [00:02<00:00,  6.88it/s]\nGenerative process 0:  85%|████████▌ | 17/20 [00:02<00:00,  6.89it/s]\nGenerative process 0:  90%|█████████ | 18/20 [00:02<00:00,  6.94it/s]\nGenerative process 0:  95%|█████████▌| 19/20 [00:02<00:00,  6.93it/s]\nGenerative process 0: 100%|██████████| 20/20 [00:02<00:00,  6.94it/s]\nGenerative process 0: 100%|██████████| 20/20 [00:02<00:00,  6.97it/s]",
  "output": "https://replicate.delivery/mgxm/3acabb93-33b1-4d7b-9b86-6bd3d4f96fa4/output.png",
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2022-08-09T14:54:08.41319Z",
  "started_at": "2022-08-09T14:54:08.5821Z",
  "completed_at": "2022-08-09T14:54:24.543955Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/wp3yy6lot5ejbbf5pwlemmbwku/cancel",
    "get": "https://api.replicate.com/v1/predictions/wp3yy6lot5ejbbf5pwlemmbwku"
  },
  "metrics": {
    "predict_time": 15.961855,
    "total_time": 16.130765
  }
}

Generated in

16.0 seconds

Tweak it Report

None is loaded. checkpoint/human_pixar_t601.pth is loaded. Inversion process : 0%| | 0/40 [00:00<?, ?it/s] Inversion process : 2%|▎ | 1/40 [00:00<00:06, 5.64it/s] Inversion process : 5%|▌ | 2/40 [00:00<00:05, 6.50it/s] Inversion process : 8%|▊ | 3/40 [00:00<00:05, 6.81it/s] Inversion process : 10%|█ | 4/40 [00:00<00:05, 6.94it/s] Inversion process : 12%|█▎ | 5/40 [00:00<00:04, 7.01it/s] Inversion process : 15%|█▌ | 6/40 [00:00<00:04, 7.07it/s] Inversion process : 18%|█▊ | 7/40 [00:01<00:04, 7.09it/s] Inversion process : 20%|██ | 8/40 [00:01<00:04, 7.01it/s] Inversion process : 22%|██▎ | 9/40 [00:01<00:04, 7.00it/s] Inversion process : 25%|██▌ | 10/40 [00:01<00:04, 7.02it/s] Inversion process : 28%|██▊ | 11/40 [00:01<00:04, 7.06it/s] Inversion process : 30%|███ | 12/40 [00:01<00:03, 7.11it/s] Inversion process : 32%|███▎ | 13/40 [00:01<00:03, 7.15it/s] Inversion process : 35%|███▌ | 14/40 [00:02<00:03, 7.13it/s] Inversion process : 38%|███▊ | 15/40 [00:02<00:03, 7.09it/s] Inversion process : 40%|████ | 16/40 [00:02<00:03, 7.09it/s] Inversion process : 42%|████▎ | 17/40 [00:02<00:03, 7.10it/s] Inversion process : 45%|████▌ | 18/40 [00:02<00:03, 7.10it/s] Inversion process : 48%|████▊ | 19/40 [00:02<00:02, 7.12it/s] Inversion process : 50%|█████ | 20/40 [00:02<00:02, 7.11it/s] Inversion process : 52%|█████▎ | 21/40 [00:02<00:02, 7.07it/s] Inversion process : 55%|█████▌ | 22/40 [00:03<00:02, 7.02it/s] Inversion process : 57%|█████▊ | 23/40 [00:03<00:02, 7.02it/s] Inversion process : 60%|██████ | 24/40 [00:03<00:02, 7.04it/s] Inversion process : 62%|██████▎ | 25/40 [00:03<00:02, 7.05it/s] Inversion process : 65%|██████▌ | 26/40 [00:03<00:01, 7.08it/s] Inversion process : 68%|██████▊ | 27/40 [00:03<00:01, 7.09it/s] Inversion process : 70%|███████ | 28/40 [00:03<00:01, 7.08it/s] Inversion process : 72%|███████▎ | 29/40 [00:04<00:01, 7.03it/s] Inversion process : 75%|███████▌ | 30/40 [00:04<00:01, 7.00it/s] Inversion process : 78%|███████▊ | 31/40 [00:04<00:01, 7.01it/s] Inversion process : 80%|████████ | 32/40 [00:04<00:01, 7.05it/s] Inversion process : 82%|████████▎ | 33/40 [00:04<00:00, 7.05it/s] Inversion process : 85%|████████▌ | 34/40 [00:04<00:00, 7.07it/s] Inversion process : 88%|████████▊ | 35/40 [00:04<00:00, 7.06it/s] Inversion process : 90%|█████████ | 36/40 [00:05<00:00, 7.05it/s] Inversion process : 92%|█████████▎| 37/40 [00:05<00:00, 7.01it/s] Inversion process : 95%|█████████▌| 38/40 [00:05<00:00, 7.02it/s] Inversion process : 98%|█████████▊| 39/40 [00:05<00:00, 7.04it/s] Inversion process : 98%|█████████▊| 39/40 [00:05<00:00, 7.03it/s] Sampling type: DDIM with eta 0.0, Steps: 20/601 Uniform skip type Generative process 0: 0%| | 0/20 [00:00<?, ?it/s] Generative process 0: 5%|▌ | 1/20 [00:00<00:02, 7.64it/s] Generative process 0: 10%|█ | 2/20 [00:00<00:02, 7.32it/s] Generative process 0: 15%|█▌ | 3/20 [00:00<00:02, 7.19it/s] Generative process 0: 20%|██ | 4/20 [00:00<00:02, 7.14it/s] Generative process 0: 25%|██▌ | 5/20 [00:00<00:02, 7.08it/s] Generative process 0: 30%|███ | 6/20 [00:00<00:01, 7.04it/s] Generative process 0: 35%|███▌ | 7/20 [00:00<00:01, 6.93it/s] Generative process 0: 40%|████ | 8/20 [00:01<00:01, 6.89it/s] Generative process 0: 45%|████▌ | 9/20 [00:01<00:01, 6.92it/s] Generative process 0: 50%|█████ | 10/20 [00:01<00:01, 6.94it/s] Generative process 0: 55%|█████▌ | 11/20 [00:01<00:01, 6.96it/s] Generative process 0: 60%|██████ | 12/20 [00:01<00:01, 6.94it/s] Generative process 0: 65%|██████▌ | 13/20 [00:01<00:01, 6.92it/s] Generative process 0: 70%|███████ | 14/20 [00:02<00:00, 6.92it/s] Generative process 0: 75%|███████▌ | 15/20 [00:02<00:00, 6.87it/s] Generative process 0: 80%|████████ | 16/20 [00:02<00:00, 6.88it/s] Generative process 0: 85%|████████▌ | 17/20 [00:02<00:00, 6.89it/s] Generative process 0: 90%|█████████ | 18/20 [00:02<00:00, 6.94it/s] Generative process 0: 95%|█████████▌| 19/20 [00:02<00:00, 6.93it/s] Generative process 0: 100%|██████████| 20/20 [00:02<00:00, 6.94it/s] Generative process 0: 100%|██████████| 20/20 [00:02<00:00, 6.97it/s]