Prediction

Model

nicholascelestin/latent-diffusion:25cf1f58

spi4ffj46baktckvxrgs2nucbq

Status

Succeeded

Source

Web

Hardware

–

Total duration

59.0s

Created

over 3 years ago by nicholascelestin

Webhook

–

Input

prompt: A beautiful view of a fantasy kingdom
scale: 5
steps: 100
plms: false
batch_size: 4
batches: 1
width: 256
height: 256

{
  "batch_size": 4,
  "batches": 1,
  "height": 256,
  "plms": false,
  "prompt": "A beautiful view of a fantasy kingdom",
  "scale": 5,
  "steps": 100,
  "width": 256
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_ALJ**********************************

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 nicholascelestin/latent-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "nicholascelestin/latent-diffusion:25cf1f58250f98328ffb225e7eccadcedcb72bb1ab26e463e9fa0fd8a05533df",
  {
    input: {
      batch_size: 4,
      batches: 1,
      height: 256,
      plms: false,
      prompt: "A beautiful view of a fantasy kingdom",
      scale: 5,
      steps: 100,
      width: 256
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

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_ALJ**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run nicholascelestin/latent-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "nicholascelestin/latent-diffusion:25cf1f58250f98328ffb225e7eccadcedcb72bb1ab26e463e9fa0fd8a05533df",
    input={
        "batch_size": 4,
        "batches": 1,
        "height": 256,
        "plms": False,
        "prompt": "A beautiful view of a fantasy kingdom",
        "scale": 5,
        "steps": 100,
        "width": 256
    }
)

# To access the file URL:
print(output[0].url())
#=> "http://example.com"

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output[0].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_ALJ**********************************

This is your API token. Keep it to yourself.

Run nicholascelestin/latent-diffusion 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": "nicholascelestin/latent-diffusion:25cf1f58250f98328ffb225e7eccadcedcb72bb1ab26e463e9fa0fd8a05533df",
    "input": {
      "batch_size": 4,
      "batches": 1,
      "height": 256,
      "plms": false,
      "prompt": "A beautiful view of a fantasy kingdom",
      "scale": 5,
      "steps": 100,
      "width": 256
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "id": "spi4ffj46baktckvxrgs2nucbq",
  "model": "nicholascelestin/latent-diffusion",
  "version": "25cf1f58250f98328ffb225e7eccadcedcb72bb1ab26e463e9fa0fd8a05533df",
  "input": {
    "batch_size": 4,
    "batches": 1,
    "height": 256,
    "plms": false,
    "prompt": "A beautiful view of a fantasy kingdom",
    "scale": 5,
    "steps": 100,
    "width": 256
  },
  "logs": "Prediction started!\nSampler loaded\n\nData shape for DDIM sampling is (4, 4, 32, 32), eta 0\nRunning DDIM Sampling with 100 timesteps\nSampling:   0%|          | 0/1 [00:00<?, ?it/s]\n\nDDIM Sampler:   0%|          | 0/100 [00:00<?, ?it/s]\u001b[A\n\nDDIM Sampler:   1%|          | 1/100 [00:00<00:52,  1.87it/s]\u001b[A\n\nDDIM Sampler:   2%|▏         | 2/100 [00:01<00:52,  1.85it/s]\u001b[A\n\nDDIM Sampler:   3%|▎         | 3/100 [00:01<00:52,  1.85it/s]\u001b[A\n\nDDIM Sampler:   4%|▍         | 4/100 [00:02<00:51,  1.85it/s]\u001b[A\n\nDDIM Sampler:   5%|▌         | 5/100 [00:02<00:51,  1.85it/s]\u001b[A\n\nDDIM Sampler:   6%|▌         | 6/100 [00:03<00:51,  1.84it/s]\u001b[A\n\nDDIM Sampler:   7%|▋         | 7/100 [00:03<00:50,  1.84it/s]\u001b[A\n\nDDIM Sampler:   8%|▊         | 8/100 [00:04<00:50,  1.84it/s]\u001b[A\n\nDDIM Sampler:   9%|▉         | 9/100 [00:04<00:49,  1.83it/s]\u001b[A\n\nDDIM Sampler:  10%|█         | 10/100 [00:05<00:49,  1.83it/s]\u001b[A\n\nDDIM Sampler:  11%|█         | 11/100 [00:05<00:48,  1.83it/s]\u001b[A\n\nDDIM Sampler:  12%|█▏        | 12/100 [00:06<00:48,  1.83it/s]\u001b[A\n\nDDIM Sampler:  13%|█▎        | 13/100 [00:07<00:47,  1.83it/s]\u001b[A\n\nDDIM Sampler:  14%|█▍        | 14/100 [00:07<00:47,  1.83it/s]\u001b[A\n\nDDIM Sampler:  15%|█▌        | 15/100 [00:08<00:46,  1.83it/s]\u001b[A\n\nDDIM Sampler:  16%|█▌        | 16/100 [00:08<00:45,  1.83it/s]\u001b[A\n\nDDIM Sampler:  17%|█▋        | 17/100 [00:09<00:45,  1.82it/s]\u001b[A\n\nDDIM Sampler:  18%|█▊        | 18/100 [00:09<00:45,  1.81it/s]\u001b[A\n\nDDIM Sampler:  19%|█▉        | 19/100 [00:10<00:44,  1.81it/s]\u001b[A\n\nDDIM Sampler:  20%|██        | 20/100 [00:10<00:44,  1.81it/s]\u001b[A\n\nDDIM Sampler:  21%|██        | 21/100 [00:11<00:43,  1.81it/s]\u001b[A\n\nDDIM Sampler:  22%|██▏       | 22/100 [00:12<00:43,  1.80it/s]\u001b[A\n\nDDIM Sampler:  23%|██▎       | 23/100 [00:12<00:42,  1.81it/s]\u001b[A\n\nDDIM Sampler:  24%|██▍       | 24/100 [00:13<00:42,  1.80it/s]\u001b[A\n\nDDIM Sampler:  25%|██▌       | 25/100 [00:13<00:41,  1.80it/s]\u001b[A\n\nDDIM Sampler:  26%|██▌       | 26/100 [00:14<00:41,  1.79it/s]\u001b[A\n\nDDIM Sampler:  27%|██▋       | 27/100 [00:14<00:40,  1.79it/s]\u001b[A\n\nDDIM Sampler:  28%|██▊       | 28/100 [00:15<00:40,  1.79it/s]\u001b[A\n\nDDIM Sampler:  29%|██▉       | 29/100 [00:15<00:39,  1.78it/s]\u001b[A\n\nDDIM Sampler:  30%|███       | 30/100 [00:16<00:39,  1.78it/s]\u001b[A\n\nDDIM Sampler:  31%|███       | 31/100 [00:17<00:38,  1.78it/s]\u001b[A\n\nDDIM Sampler:  32%|███▏      | 32/100 [00:17<00:38,  1.78it/s]\u001b[A\n\nDDIM Sampler:  33%|███▎      | 33/100 [00:18<00:37,  1.77it/s]\u001b[A\n\nDDIM Sampler:  34%|███▍      | 34/100 [00:18<00:37,  1.77it/s]\u001b[A\n\nDDIM Sampler:  35%|███▌      | 35/100 [00:19<00:36,  1.77it/s]\u001b[A\n\nDDIM Sampler:  36%|███▌      | 36/100 [00:19<00:36,  1.76it/s]\u001b[A\n\nDDIM Sampler:  37%|███▋      | 37/100 [00:20<00:35,  1.76it/s]\u001b[A\n\nDDIM Sampler:  38%|███▊      | 38/100 [00:21<00:35,  1.76it/s]\u001b[A\n\nDDIM Sampler:  39%|███▉      | 39/100 [00:21<00:34,  1.75it/s]\u001b[A\n\nDDIM Sampler:  40%|████      | 40/100 [00:22<00:34,  1.75it/s]\u001b[A\n\nDDIM Sampler:  41%|████      | 41/100 [00:22<00:33,  1.74it/s]\u001b[A\n\nDDIM Sampler:  42%|████▏     | 42/100 [00:23<00:33,  1.74it/s]\u001b[A\n\nDDIM Sampler:  43%|████▎     | 43/100 [00:23<00:32,  1.74it/s]\u001b[A\n\nDDIM Sampler:  44%|████▍     | 44/100 [00:24<00:32,  1.74it/s]\u001b[A\n\nDDIM Sampler:  45%|████▌     | 45/100 [00:25<00:31,  1.73it/s]\u001b[A\n\nDDIM Sampler:  46%|████▌     | 46/100 [00:25<00:31,  1.73it/s]\u001b[A\n\nDDIM Sampler:  47%|████▋     | 47/100 [00:26<00:30,  1.73it/s]\u001b[A\n\nDDIM Sampler:  48%|████▊     | 48/100 [00:26<00:30,  1.73it/s]\u001b[A\n\nDDIM Sampler:  49%|████▉     | 49/100 [00:27<00:29,  1.73it/s]\u001b[A\n\nDDIM Sampler:  50%|█████     | 50/100 [00:28<00:28,  1.72it/s]\u001b[A\n\nDDIM Sampler:  51%|█████     | 51/100 [00:28<00:28,  1.72it/s]\u001b[A\n\nDDIM Sampler:  52%|█████▏    | 52/100 [00:29<00:27,  1.72it/s]\u001b[A\n\nDDIM Sampler:  53%|█████▎    | 53/100 [00:29<00:27,  1.72it/s]\u001b[A\n\nDDIM Sampler:  54%|█████▍    | 54/100 [00:30<00:26,  1.72it/s]\u001b[A\n\nDDIM Sampler:  55%|█████▌    | 55/100 [00:30<00:26,  1.71it/s]\u001b[A\n\nDDIM Sampler:  56%|█████▌    | 56/100 [00:31<00:25,  1.71it/s]\u001b[A\n\nDDIM Sampler:  57%|█████▋    | 57/100 [00:32<00:25,  1.71it/s]\u001b[A\n\nDDIM Sampler:  58%|█████▊    | 58/100 [00:32<00:24,  1.71it/s]\u001b[A\n\nDDIM Sampler:  59%|█████▉    | 59/100 [00:33<00:23,  1.72it/s]\u001b[A\n\nDDIM Sampler:  60%|██████    | 60/100 [00:33<00:23,  1.72it/s]\u001b[A\n\nDDIM Sampler:  61%|██████    | 61/100 [00:34<00:22,  1.72it/s]\u001b[A\n\nDDIM Sampler:  62%|██████▏   | 62/100 [00:34<00:22,  1.72it/s]\u001b[A\n\nDDIM Sampler:  63%|██████▎   | 63/100 [00:35<00:21,  1.73it/s]\u001b[A\n\nDDIM Sampler:  64%|██████▍   | 64/100 [00:36<00:20,  1.73it/s]\u001b[A\n\nDDIM Sampler:  65%|██████▌   | 65/100 [00:36<00:20,  1.73it/s]\u001b[A\n\nDDIM Sampler:  66%|██████▌   | 66/100 [00:37<00:19,  1.73it/s]\u001b[A\n\nDDIM Sampler:  67%|██████▋   | 67/100 [00:37<00:19,  1.74it/s]\u001b[A\n\nDDIM Sampler:  68%|██████▊   | 68/100 [00:38<00:18,  1.74it/s]\u001b[A\n\nDDIM Sampler:  69%|██████▉   | 69/100 [00:39<00:17,  1.75it/s]\u001b[A\n\nDDIM Sampler:  70%|███████   | 70/100 [00:39<00:17,  1.74it/s]\u001b[A\n\nDDIM Sampler:  71%|███████   | 71/100 [00:40<00:16,  1.74it/s]\u001b[A\n\nDDIM Sampler:  72%|███████▏  | 72/100 [00:40<00:16,  1.75it/s]\u001b[A\n\nDDIM Sampler:  73%|███████▎  | 73/100 [00:41<00:15,  1.75it/s]\u001b[A\n\nDDIM Sampler:  74%|███████▍  | 74/100 [00:41<00:14,  1.76it/s]\u001b[A\n\nDDIM Sampler:  75%|███████▌  | 75/100 [00:42<00:14,  1.76it/s]\u001b[A\n\nDDIM Sampler:  76%|███████▌  | 76/100 [00:42<00:13,  1.76it/s]\u001b[A\n\nDDIM Sampler:  77%|███████▋  | 77/100 [00:43<00:13,  1.76it/s]\u001b[A\n\nDDIM Sampler:  78%|███████▊  | 78/100 [00:44<00:12,  1.76it/s]\u001b[A\n\nDDIM Sampler:  79%|███████▉  | 79/100 [00:44<00:11,  1.77it/s]\u001b[A\n\nDDIM Sampler:  80%|████████  | 80/100 [00:45<00:11,  1.77it/s]\u001b[A\n\nDDIM Sampler:  81%|████████  | 81/100 [00:45<00:10,  1.77it/s]\u001b[A\n\nDDIM Sampler:  82%|████████▏ | 82/100 [00:46<00:10,  1.77it/s]\u001b[A\n\nDDIM Sampler:  83%|████████▎ | 83/100 [00:46<00:09,  1.77it/s]\u001b[A\n\nDDIM Sampler:  84%|████████▍ | 84/100 [00:47<00:09,  1.77it/s]\u001b[A\n\nDDIM Sampler:  85%|████████▌ | 85/100 [00:48<00:08,  1.77it/s]\u001b[A\n\nDDIM Sampler:  86%|████████▌ | 86/100 [00:48<00:07,  1.77it/s]\u001b[A\n\nDDIM Sampler:  87%|████████▋ | 87/100 [00:49<00:07,  1.78it/s]\u001b[A\n\nDDIM Sampler:  88%|████████▊ | 88/100 [00:49<00:06,  1.78it/s]\u001b[A\n\nDDIM Sampler:  89%|████████▉ | 89/100 [00:50<00:06,  1.78it/s]\u001b[A\n\nDDIM Sampler:  90%|█████████ | 90/100 [00:50<00:05,  1.79it/s]\u001b[A\n\nDDIM Sampler:  91%|█████████ | 91/100 [00:51<00:05,  1.78it/s]\u001b[A\n\nDDIM Sampler:  92%|█████████▏| 92/100 [00:51<00:04,  1.79it/s]\u001b[A\n\nDDIM Sampler:  93%|█████████▎| 93/100 [00:52<00:03,  1.79it/s]\u001b[A\n\nDDIM Sampler:  94%|█████████▍| 94/100 [00:53<00:03,  1.80it/s]\u001b[A\n\nDDIM Sampler:  95%|█████████▌| 95/100 [00:53<00:02,  1.80it/s]\u001b[A\n\nDDIM Sampler:  96%|█████████▌| 96/100 [00:54<00:02,  1.80it/s]\u001b[A\n\nDDIM Sampler:  97%|█████████▋| 97/100 [00:54<00:01,  1.80it/s]\u001b[A\n\nDDIM Sampler:  98%|█████████▊| 98/100 [00:55<00:01,  1.80it/s]\u001b[A\n\nDDIM Sampler:  99%|█████████▉| 99/100 [00:55<00:00,  1.81it/s]\u001b[A\n\nDDIM Sampler: 100%|██████████| 100/100 [00:56<00:00,  1.81it/s]\u001b[A\nDDIM Sampler: 100%|██████████| 100/100 [00:56<00:00,  1.77it/s]\n\nSampling: 100%|██████████| 1/1 [00:57<00:00, 57.29s/it]\nSampling: 100%|██████████| 1/1 [00:57<00:00, 57.29s/it]",
  "output": [
    "https://replicate.delivery/mgxm/ff92ae5e-806b-4e39-bd7c-3a6279aec266/8de0f698-6812-4f52-bc43-b8e70262ea5a.png",
    "https://replicate.delivery/mgxm/2d814af3-b2b6-41c3-9007-df9c5d130316/e58ac926-d0c9-4aa1-89f4-31460f0fd0c6.png",
    "https://replicate.delivery/mgxm/574c5b57-1f95-4842-a630-b7a724124fb2/66482d1a-a3cb-42f6-8be0-f9b03e19fedd.png",
    "https://replicate.delivery/mgxm/c2a27b3f-d0c5-49d0-a996-538db17073b4/a29589fb-5b36-4f0c-8d30-2ae0f3042f4a.png"
  ],
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2022-06-24T20:12:25.078186Z",
  "started_at": "2022-06-24T20:12:25.236686Z",
  "completed_at": "2022-06-24T20:13:24.0999Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/spi4ffj46baktckvxrgs2nucbq/cancel",
    "get": "https://api.replicate.com/v1/predictions/spi4ffj46baktckvxrgs2nucbq"
  },
  "metrics": {
    "predict_time": 58.863214,
    "total_time": 59.021714
  }
}

Generated in

58.9 seconds

Tweak it Report

Prediction started! Sampler loaded Data shape for DDIM sampling is (4, 4, 32, 32), eta 0 Running DDIM Sampling with 100 timesteps Sampling: 0%| | 0/1 [00:00<?, ?it/s] DDIM Sampler: 0%| | 0/100 [00:00<?, ?it/s][A DDIM Sampler: 1%| | 1/100 [00:00<00:52, 1.87it/s][A DDIM Sampler: 2%|▏ | 2/100 [00:01<00:52, 1.85it/s][A DDIM Sampler: 3%|▎ | 3/100 [00:01<00:52, 1.85it/s][A DDIM Sampler: 4%|▍ | 4/100 [00:02<00:51, 1.85it/s][A DDIM Sampler: 5%|▌ | 5/100 [00:02<00:51, 1.85it/s][A DDIM Sampler: 6%|▌ | 6/100 [00:03<00:51, 1.84it/s][A DDIM Sampler: 7%|▋ | 7/100 [00:03<00:50, 1.84it/s][A DDIM Sampler: 8%|▊ | 8/100 [00:04<00:50, 1.84it/s][A DDIM Sampler: 9%|▉ | 9/100 [00:04<00:49, 1.83it/s][A DDIM Sampler: 10%|█ | 10/100 [00:05<00:49, 1.83it/s][A DDIM Sampler: 11%|█ | 11/100 [00:05<00:48, 1.83it/s][A DDIM Sampler: 12%|█▏ | 12/100 [00:06<00:48, 1.83it/s][A DDIM Sampler: 13%|█▎ | 13/100 [00:07<00:47, 1.83it/s][A DDIM Sampler: 14%|█▍ | 14/100 [00:07<00:47, 1.83it/s][A DDIM Sampler: 15%|█▌ | 15/100 [00:08<00:46, 1.83it/s][A DDIM Sampler: 16%|█▌ | 16/100 [00:08<00:45, 1.83it/s][A DDIM Sampler: 17%|█▋ | 17/100 [00:09<00:45, 1.82it/s][A DDIM Sampler: 18%|█▊ | 18/100 [00:09<00:45, 1.81it/s][A DDIM Sampler: 19%|█▉ | 19/100 [00:10<00:44, 1.81it/s][A DDIM Sampler: 20%|██ | 20/100 [00:10<00:44, 1.81it/s][A DDIM Sampler: 21%|██ | 21/100 [00:11<00:43, 1.81it/s][A DDIM Sampler: 22%|██▏ | 22/100 [00:12<00:43, 1.80it/s][A DDIM Sampler: 23%|██▎ | 23/100 [00:12<00:42, 1.81it/s][A DDIM Sampler: 24%|██▍ | 24/100 [00:13<00:42, 1.80it/s][A DDIM Sampler: 25%|██▌ | 25/100 [00:13<00:41, 1.80it/s][A DDIM Sampler: 26%|██▌ | 26/100 [00:14<00:41, 1.79it/s][A DDIM Sampler: 27%|██▋ | 27/100 [00:14<00:40, 1.79it/s][A DDIM Sampler: 28%|██▊ | 28/100 [00:15<00:40, 1.79it/s][A DDIM Sampler: 29%|██▉ | 29/100 [00:15<00:39, 1.78it/s][A DDIM Sampler: 30%|███ | 30/100 [00:16<00:39, 1.78it/s][A DDIM Sampler: 31%|███ | 31/100 [00:17<00:38, 1.78it/s][A DDIM Sampler: 32%|███▏ | 32/100 [00:17<00:38, 1.78it/s][A DDIM Sampler: 33%|███▎ | 33/100 [00:18<00:37, 1.77it/s][A DDIM Sampler: 34%|███▍ | 34/100 [00:18<00:37, 1.77it/s][A DDIM Sampler: 35%|███▌ | 35/100 [00:19<00:36, 1.77it/s][A DDIM Sampler: 36%|███▌ | 36/100 [00:19<00:36, 1.76it/s][A DDIM Sampler: 37%|███▋ | 37/100 [00:20<00:35, 1.76it/s][A DDIM Sampler: 38%|███▊ | 38/100 [00:21<00:35, 1.76it/s][A DDIM Sampler: 39%|███▉ | 39/100 [00:21<00:34, 1.75it/s][A DDIM Sampler: 40%|████ | 40/100 [00:22<00:34, 1.75it/s][A DDIM Sampler: 41%|████ | 41/100 [00:22<00:33, 1.74it/s][A DDIM Sampler: 42%|████▏ | 42/100 [00:23<00:33, 1.74it/s][A DDIM Sampler: 43%|████▎ | 43/100 [00:23<00:32, 1.74it/s][A DDIM Sampler: 44%|████▍ | 44/100 [00:24<00:32, 1.74it/s][A DDIM Sampler: 45%|████▌ | 45/100 [00:25<00:31, 1.73it/s][A DDIM Sampler: 46%|████▌ | 46/100 [00:25<00:31, 1.73it/s][A DDIM Sampler: 47%|████▋ | 47/100 [00:26<00:30, 1.73it/s][A DDIM Sampler: 48%|████▊ | 48/100 [00:26<00:30, 1.73it/s][A DDIM Sampler: 49%|████▉ | 49/100 [00:27<00:29, 1.73it/s][A DDIM Sampler: 50%|█████ | 50/100 [00:28<00:28, 1.72it/s][A DDIM Sampler: 51%|█████ | 51/100 [00:28<00:28, 1.72it/s][A DDIM Sampler: 52%|█████▏ | 52/100 [00:29<00:27, 1.72it/s][A DDIM Sampler: 53%|█████▎ | 53/100 [00:29<00:27, 1.72it/s][A DDIM Sampler: 54%|█████▍ | 54/100 [00:30<00:26, 1.72it/s][A DDIM Sampler: 55%|█████▌ | 55/100 [00:30<00:26, 1.71it/s][A DDIM Sampler: 56%|█████▌ | 56/100 [00:31<00:25, 1.71it/s][A DDIM Sampler: 57%|█████▋ | 57/100 [00:32<00:25, 1.71it/s][A DDIM Sampler: 58%|█████▊ | 58/100 [00:32<00:24, 1.71it/s][A DDIM Sampler: 59%|█████▉ | 59/100 [00:33<00:23, 1.72it/s][A DDIM Sampler: 60%|██████ | 60/100 [00:33<00:23, 1.72it/s][A DDIM Sampler: 61%|██████ | 61/100 [00:34<00:22, 1.72it/s][A DDIM Sampler: 62%|██████▏ | 62/100 [00:34<00:22, 1.72it/s][A DDIM Sampler: 63%|██████▎ | 63/100 [00:35<00:21, 1.73it/s][A DDIM Sampler: 64%|██████▍ | 64/100 [00:36<00:20, 1.73it/s][A DDIM Sampler: 65%|██████▌ | 65/100 [00:36<00:20, 1.73it/s][A DDIM Sampler: 66%|██████▌ | 66/100 [00:37<00:19, 1.73it/s][A DDIM Sampler: 67%|██████▋ | 67/100 [00:37<00:19, 1.74it/s][A DDIM Sampler: 68%|██████▊ | 68/100 [00:38<00:18, 1.74it/s][A DDIM Sampler: 69%|██████▉ | 69/100 [00:39<00:17, 1.75it/s][A DDIM Sampler: 70%|███████ | 70/100 [00:39<00:17, 1.74it/s][A DDIM Sampler: 71%|███████ | 71/100 [00:40<00:16, 1.74it/s][A DDIM Sampler: 72%|███████▏ | 72/100 [00:40<00:16, 1.75it/s][A DDIM Sampler: 73%|███████▎ | 73/100 [00:41<00:15, 1.75it/s][A DDIM Sampler: 74%|███████▍ | 74/100 [00:41<00:14, 1.76it/s][A DDIM Sampler: 75%|███████▌ | 75/100 [00:42<00:14, 1.76it/s][A DDIM Sampler: 76%|███████▌ | 76/100 [00:42<00:13, 1.76it/s][A DDIM Sampler: 77%|███████▋ | 77/100 [00:43<00:13, 1.76it/s][A DDIM Sampler: 78%|███████▊ | 78/100 [00:44<00:12, 1.76it/s][A DDIM Sampler: 79%|███████▉ | 79/100 [00:44<00:11, 1.77it/s][A DDIM Sampler: 80%|████████ | 80/100 [00:45<00:11, 1.77it/s][A DDIM Sampler: 81%|████████ | 81/100 [00:45<00:10, 1.77it/s][A DDIM Sampler: 82%|████████▏ | 82/100 [00:46<00:10, 1.77it/s][A DDIM Sampler: 83%|████████▎ | 83/100 [00:46<00:09, 1.77it/s][A DDIM Sampler: 84%|████████▍ | 84/100 [00:47<00:09, 1.77it/s][A DDIM Sampler: 85%|████████▌ | 85/100 [00:48<00:08, 1.77it/s][A DDIM Sampler: 86%|████████▌ | 86/100 [00:48<00:07, 1.77it/s][A DDIM Sampler: 87%|████████▋ | 87/100 [00:49<00:07, 1.78it/s][A DDIM Sampler: 88%|████████▊ | 88/100 [00:49<00:06, 1.78it/s][A DDIM Sampler: 89%|████████▉ | 89/100 [00:50<00:06, 1.78it/s][A DDIM Sampler: 90%|█████████ | 90/100 [00:50<00:05, 1.79it/s][A DDIM Sampler: 91%|█████████ | 91/100 [00:51<00:05, 1.78it/s][A DDIM Sampler: 92%|█████████▏| 92/100 [00:51<00:04, 1.79it/s][A DDIM Sampler: 93%|█████████▎| 93/100 [00:52<00:03, 1.79it/s][A DDIM Sampler: 94%|█████████▍| 94/100 [00:53<00:03, 1.80it/s][A DDIM Sampler: 95%|█████████▌| 95/100 [00:53<00:02, 1.80it/s][A DDIM Sampler: 96%|█████████▌| 96/100 [00:54<00:02, 1.80it/s][A DDIM Sampler: 97%|█████████▋| 97/100 [00:54<00:01, 1.80it/s][A DDIM Sampler: 98%|█████████▊| 98/100 [00:55<00:01, 1.80it/s][A DDIM Sampler: 99%|█████████▉| 99/100 [00:55<00:00, 1.81it/s][A DDIM Sampler: 100%|██████████| 100/100 [00:56<00:00, 1.81it/s][A DDIM Sampler: 100%|██████████| 100/100 [00:56<00:00, 1.77it/s] Sampling: 100%|██████████| 1/1 [00:57<00:00, 57.29s/it] Sampling: 100%|██████████| 1/1 [00:57<00:00, 57.29s/it]