nightmareai/latent-sr ❓🖼️🔢 → 🖼️
About
Upscale images with the latent diffusion superresolution model
Example Output
Output
Performance Metrics
1007.69s
Prediction Time
1224.40s
Total Time
All Input Parameters
{
"up_f": 4,
"image": "https://replicate.delivery/mgxm/d4fea5b0-2ffb-4fe5-b651-de6058763080/4K-old-and-dusty-wood-floor-with-scratches-and-bumps-seamle.png",
"steps": 100
}
Input Parameters
- up_f
- Upscale factor
- image (required)
- Image
- steps
- Sampling steps
Output Schema
Output
Example Execution Logs
Plotting: Switched to EMA weights Sampling with eta = 1.0; steps: 100 Data shape for DDIM sampling is (1, 3, 704, 704), eta 1.0 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 [00:07<12:11, 7.39s/it][A DDIM Sampler: 2%|▏ | 2/100 [00:14<12:04, 7.39s/it][A DDIM Sampler: 3%|▎ | 3/100 [00:22<11:56, 7.39s/it][A DDIM Sampler: 4%|▍ | 4/100 [00:29<11:48, 7.38s/it][A DDIM Sampler: 5%|▌ | 5/100 [00:36<11:39, 7.36s/it][A DDIM Sampler: 6%|▌ | 6/100 [00:44<11:31, 7.35s/it][A DDIM Sampler: 7%|▋ | 7/100 [00:51<11:23, 7.35s/it][A DDIM Sampler: 8%|▊ | 8/100 [00:58<11:15, 7.35s/it][A DDIM Sampler: 9%|▉ | 9/100 [01:06<11:08, 7.35s/it][A DDIM Sampler: 10%|█ | 10/100 [01:13<11:02, 7.36s/it][A DDIM Sampler: 11%|█ | 11/100 [01:20<10:55, 7.36s/it][A DDIM Sampler: 12%|█▏ | 12/100 [01:28<10:48, 7.37s/it][A DDIM Sampler: 13%|█▎ | 13/100 [01:35<10:41, 7.37s/it][A DDIM Sampler: 14%|█▍ | 14/100 [01:43<10:33, 7.37s/it][A DDIM Sampler: 15%|█▌ | 15/100 [01:50<10:26, 7.37s/it][A DDIM Sampler: 16%|█▌ | 16/100 [01:57<10:18, 7.37s/it][A DDIM Sampler: 17%|█▋ | 17/100 [02:05<10:10, 7.36s/it][A DDIM Sampler: 18%|█▊ | 18/100 [02:12<10:03, 7.36s/it][A DDIM Sampler: 19%|█▉ | 19/100 [02:19<09:55, 7.36s/it][A DDIM Sampler: 20%|██ | 20/100 [02:27<09:48, 7.36s/it][A DDIM Sampler: 21%|██ | 21/100 [02:34<09:41, 7.36s/it][A DDIM Sampler: 22%|██▏ | 22/100 [02:41<09:33, 7.36s/it][A DDIM Sampler: 23%|██▎ | 23/100 [02:49<09:26, 7.36s/it][A DDIM Sampler: 24%|██▍ | 24/100 [02:56<09:19, 7.36s/it][A DDIM Sampler: 25%|██▌ | 25/100 [03:04<09:11, 7.36s/it][A DDIM Sampler: 26%|██▌ | 26/100 [03:11<09:04, 7.36s/it][A DDIM Sampler: 27%|██▋ | 27/100 [03:18<08:57, 7.37s/it][A DDIM Sampler: 28%|██▊ | 28/100 [03:26<08:50, 7.37s/it][A DDIM Sampler: 29%|██▉ | 29/100 [03:33<08:43, 7.37s/it][A DDIM Sampler: 30%|███ | 30/100 [03:40<08:36, 7.38s/it][A DDIM Sampler: 31%|███ | 31/100 [03:48<08:29, 7.38s/it][A DDIM Sampler: 32%|███▏ | 32/100 [03:55<08:21, 7.38s/it][A DDIM Sampler: 33%|███▎ | 33/100 [04:03<08:14, 7.38s/it][A DDIM Sampler: 34%|███▍ | 34/100 [04:10<08:06, 7.38s/it][A DDIM Sampler: 35%|███▌ | 35/100 [04:17<07:59, 7.38s/it][A DDIM Sampler: 36%|███▌ | 36/100 [04:25<07:51, 7.37s/it][A DDIM Sampler: 37%|███▋ | 37/100 [04:32<07:44, 7.37s/it][A DDIM Sampler: 38%|███▊ | 38/100 [04:39<07:36, 7.36s/it][A DDIM Sampler: 39%|███▉ | 39/100 [04:47<07:29, 7.36s/it][A DDIM Sampler: 40%|████ | 40/100 [04:54<07:21, 7.36s/it][A DDIM Sampler: 41%|████ | 41/100 [05:01<07:13, 7.35s/it][A DDIM Sampler: 42%|████▏ | 42/100 [05:09<07:06, 7.35s/it][A DDIM Sampler: 43%|████▎ | 43/100 [05:16<06:58, 7.35s/it][A DDIM Sampler: 44%|████▍ | 44/100 [05:23<06:51, 7.35s/it][A DDIM Sampler: 45%|████▌ | 45/100 [05:31<06:44, 7.35s/it][A DDIM Sampler: 46%|████▌ | 46/100 [05:38<06:36, 7.35s/it][A DDIM Sampler: 47%|████▋ | 47/100 [05:46<06:29, 7.35s/it][A DDIM Sampler: 48%|████▊ | 48/100 [05:53<06:22, 7.35s/it][A DDIM Sampler: 49%|████▉ | 49/100 [06:00<06:14, 7.35s/it][A DDIM Sampler: 50%|█████ | 50/100 [06:08<06:07, 7.35s/it][A DDIM Sampler: 51%|█████ | 51/100 [06:15<06:00, 7.35s/it][A DDIM Sampler: 52%|█████▏ | 52/100 [06:22<05:52, 7.35s/it][A DDIM Sampler: 53%|█████▎ | 53/100 [06:30<05:45, 7.35s/it][A DDIM Sampler: 54%|█████▍ | 54/100 [06:37<05:38, 7.35s/it][A DDIM Sampler: 55%|█████▌ | 55/100 [06:44<05:30, 7.35s/it][A DDIM Sampler: 56%|█████▌ | 56/100 [06:52<05:23, 7.35s/it][A DDIM Sampler: 57%|█████▋ | 57/100 [06:59<05:16, 7.35s/it][A DDIM Sampler: 58%|█████▊ | 58/100 [07:06<05:08, 7.35s/it][A DDIM Sampler: 59%|█████▉ | 59/100 [07:14<05:01, 7.35s/it][A DDIM Sampler: 60%|██████ | 60/100 [07:21<04:53, 7.35s/it][A DDIM Sampler: 61%|██████ | 61/100 [07:28<04:46, 7.35s/it][A DDIM Sampler: 62%|██████▏ | 62/100 [07:36<04:39, 7.35s/it][A DDIM Sampler: 63%|██████▎ | 63/100 [07:43<04:32, 7.35s/it][A DDIM Sampler: 64%|██████▍ | 64/100 [07:51<04:24, 7.35s/it][A DDIM Sampler: 65%|██████▌ | 65/100 [07:58<04:17, 7.35s/it][A DDIM Sampler: 66%|██████▌ | 66/100 [08:05<04:09, 7.35s/it][A DDIM Sampler: 67%|██████▋ | 67/100 [08:13<04:02, 7.35s/it][A DDIM Sampler: 68%|██████▊ | 68/100 [08:20<03:55, 7.35s/it][A DDIM Sampler: 69%|██████▉ | 69/100 [08:27<03:47, 7.35s/it][A DDIM Sampler: 70%|███████ | 70/100 [08:35<03:40, 7.35s/it][A DDIM Sampler: 71%|███████ | 71/100 [08:42<03:33, 7.35s/it][A DDIM Sampler: 72%|███████▏ | 72/100 [08:49<03:25, 7.35s/it][A DDIM Sampler: 73%|███████▎ | 73/100 [08:57<03:18, 7.35s/it][A DDIM Sampler: 74%|███████▍ | 74/100 [09:04<03:11, 7.35s/it][A DDIM Sampler: 75%|███████▌ | 75/100 [09:11<03:03, 7.36s/it][A DDIM Sampler: 76%|███████▌ | 76/100 [09:19<02:56, 7.36s/it][A DDIM Sampler: 77%|███████▋ | 77/100 [09:26<02:49, 7.36s/it][A DDIM Sampler: 78%|███████▊ | 78/100 [09:33<02:41, 7.36s/it][A DDIM Sampler: 79%|███████▉ | 79/100 [09:41<02:34, 7.35s/it][A DDIM Sampler: 80%|████████ | 80/100 [09:48<02:27, 7.35s/it][A DDIM Sampler: 81%|████████ | 81/100 [09:56<02:19, 7.35s/it][A DDIM Sampler: 82%|████████▏ | 82/100 [10:03<02:12, 7.35s/it][A DDIM Sampler: 83%|████████▎ | 83/100 [10:10<02:04, 7.35s/it][A DDIM Sampler: 84%|████████▍ | 84/100 [10:18<01:57, 7.35s/it][A DDIM Sampler: 85%|████████▌ | 85/100 [10:25<01:50, 7.35s/it][A DDIM Sampler: 86%|████████▌ | 86/100 [10:32<01:42, 7.35s/it][A DDIM Sampler: 87%|████████▋ | 87/100 [10:40<01:35, 7.36s/it][A DDIM Sampler: 88%|████████▊ | 88/100 [10:47<01:28, 7.36s/it][A DDIM Sampler: 89%|████████▉ | 89/100 [10:54<01:21, 7.36s/it][A DDIM Sampler: 90%|█████████ | 90/100 [11:02<01:13, 7.37s/it][A DDIM Sampler: 91%|█████████ | 91/100 [11:09<01:06, 7.37s/it][A DDIM Sampler: 92%|█████████▏| 92/100 [11:17<00:59, 7.38s/it][A DDIM Sampler: 93%|█████████▎| 93/100 [11:24<00:51, 7.38s/it][A DDIM Sampler: 94%|█████████▍| 94/100 [11:31<00:44, 7.38s/it][A DDIM Sampler: 95%|█████████▌| 95/100 [11:39<00:36, 7.37s/it][A DDIM Sampler: 96%|█████████▌| 96/100 [11:46<00:29, 7.37s/it][A DDIM Sampler: 97%|█████████▋| 97/100 [11:53<00:22, 7.37s/it][A DDIM Sampler: 98%|█████████▊| 98/100 [12:01<00:14, 7.37s/it][A DDIM Sampler: 99%|█████████▉| 99/100 [12:08<00:07, 7.37s/it][A DDIM Sampler: 100%|██████████| 100/100 [12:15<00:00, 7.36s/it][A DDIM Sampler: 100%|██████████| 100/100 [12:15<00:00, 7.36s/it] Plotting: Restored training weights Sampling: 100%|██████████| 1/1 [16:28<00:00, 988.03s/it] Sampling: 100%|██████████| 1/1 [16:28<00:00, 988.03s/it]
Version Details
- Version ID
9117a98dd15e931011b8b960963a2dec20ab493c6c0d3a134525273da1616abc- Version Created
- July 12, 2022