cjwbw/clip-gen 📝🔢 → 🖼️

▶️ 960 runs 📅 Aug 2022 ⚙️ Cog 0.3.13 🔗 GitHub 📄 Paper ⚖️ License

text-to-image

About

Language-Free Training of a Text-to-Image Generator with CLIP

Example Output

Output

Performance Metrics

263.52s Prediction Time

263.69s Total Time

All Input Parameters

{
  "text": "A train being operated on a train track",
  "num_samples": "2"
}

Input Parameters

text Type: stringDefault: A train being operated on a train track: Text for generating image.
num_samples Type: integerDefault: 8Range: 1 - 8: Number of samples to generate.

Output Schema

Output

Type: string • Format: uri

Example Execution Logs

CLIP similarity tensor([0.2946, 0.2940], device='cuda:0')
tensor([[[[0.0984, 0.1171, 0.1514,  ..., 0.3351, 0.3492, 0.3765],
          [0.1817, 0.1532, 0.1378,  ..., 0.3100, 0.3491, 0.3575],
          [0.3175, 0.2684, 0.2235,  ..., 0.2647, 0.3145, 0.3499],
          ...,
          [0.0991, 0.1431, 0.1881,  ..., 0.4856, 0.5305, 0.4017],
          [0.2908, 0.3364, 0.3722,  ..., 0.4862, 0.4167, 0.4013],
          [0.4911, 0.4932, 0.3952,  ..., 0.4695, 0.3624, 0.4399]],

         [[0.0782, 0.1182, 0.1401,  ..., 0.3839, 0.4230, 0.4111],
          [0.1851, 0.1767, 0.1525,  ..., 0.3728, 0.4343, 0.4218],
          [0.3664, 0.3067, 0.2413,  ..., 0.3423, 0.3955, 0.3896],
          ...,
          [0.0852, 0.1294, 0.1670,  ..., 0.4434, 0.5019, 0.3750],
          [0.2889, 0.3383, 0.3624,  ..., 0.4837, 0.3875, 0.3855],
          [0.4828, 0.5016, 0.3608,  ..., 0.4476, 0.3331, 0.4190]],

         [[0.0156, 0.0981, 0.1242,  ..., 0.2530, 0.2752, 0.3092],
          [0.1283, 0.1310, 0.1122,  ..., 0.2593, 0.2965, 0.2874],
          [0.2307, 0.2152, 0.1773,  ..., 0.2388, 0.2740, 0.2656],
          ...,
          [0.0931, 0.1157, 0.1453,  ..., 0.3615, 0.4420, 0.3477],
          [0.2345, 0.2995, 0.3190,  ..., 0.4104, 0.3459, 0.3448],
          [0.4096, 0.4224, 0.3278,  ..., 0.4030, 0.2906, 0.3481]]],


        [[[0.5894, 0.7795, 0.8810,  ..., 0.2628, 0.1847, 0.2429],
          [0.5704, 0.6493, 0.6765,  ..., 0.2280, 0.1217, 0.2899],
          [0.6612, 0.7278, 0.5846,  ..., 0.2653, 0.1247, 0.2229],
          ...,
          [0.7610, 0.7442, 0.5492,  ..., 0.6001, 0.5086, 0.6455],
          [0.7085, 0.7443, 0.6769,  ..., 0.5889, 0.5829, 0.7106],
          [0.7775, 0.7154, 0.6755,  ..., 0.6703, 0.6663, 0.6850]],

         [[0.6819, 0.8418, 0.9438,  ..., 0.2664, 0.1707, 0.2244],
          [0.6757, 0.7289, 0.7377,  ..., 0.2351, 0.1297, 0.2897],
          [0.7408, 0.8146, 0.6436,  ..., 0.2883, 0.1312, 0.2298],
          ...,
          [0.7361, 0.7027, 0.4828,  ..., 0.5150, 0.3917, 0.5387],
          [0.6619, 0.7108, 0.6436,  ..., 0.5185, 0.5132, 0.6291],
          [0.7397, 0.6702, 0.6455,  ..., 0.5750, 0.6052, 0.6160]],

         [[0.7969, 0.9644, 1.0804,  ..., 0.1893, 0.1170, 0.1449],
          [0.8312, 0.8332, 0.8620,  ..., 0.1825, 0.0861, 0.1716],
          [0.8505, 0.9122, 0.8158,  ..., 0.2065, 0.1164, 0.1764],
          ...,
          [0.6754, 0.6323, 0.4315,  ..., 0.3993, 0.3332, 0.4338],
          [0.6167, 0.6545, 0.5842,  ..., 0.4263, 0.4471, 0.5200],
          [0.6282, 0.5807, 0.5715,  ..., 0.4798, 0.4918, 0.5058]]]],
       device='cuda:0')
<class 'torch.Tensor'>

Version Details

Version ID: 890080e4c757d324b4a4597161f8dc5ed35b06e4fdfb2954f94babfe4b1cde67
Version Created: August 3, 2022

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