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- 512 nan
- ---------------------------------------------------------------------------
- AssertionError Traceback (most recent call last)
- <ipython-input-3-c3439b8b3db6> in <module>
- 2
- 3 obj = objectives.channel("mixed4a_pre_relu", 300) + objectives.channel("mixed4a_pre_relu", 400)
- ----> 4 _ = render.render_vis(model, obj)
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/optvis/render.py in render_vis(model, objective_f, param_f, optimizer, transforms, thresholds, print_objectives, verbose, relu_gradient_override, use_fixed_seed)
- 108 print(i, loss_)
- 109 print_objective_func(sess)
- --> 110 show(np.hstack(vis))
- 111 except KeyboardInterrupt:
- 112 log.warning("Interrupted optimization at step {:d}.".format(i+1))
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/misc/io/showing.py in show(thing, domain, **kwargs)
- 164 elif rank in (2, 3):
- 165 log.debug("Show is assuming rank 2 or 3 tensor to be an image.")
- --> 166 image(thing, domain=domain, **kwargs)
- 167 else:
- 168 log.warning("Show only supports numpy arrays of rank 2-4. Using repr().")
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/misc/io/showing.py in image(array, domain, w, format, **kwargs)
- 79
- 80 _display_html(
- ---> 81 _image_html(array, w=w, domain=domain, fmt=format)
- 82 )
- 83
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/misc/io/showing.py in _image_html(array, w, domain, fmt)
- 61
- 62 def _image_html(array, w=None, domain=None, fmt='png'):
- ---> 63 url = _image_url(array, domain=domain, fmt=fmt)
- 64 style = "image-rendering: pixelated;"
- 65 if w is not None:
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/misc/io/showing.py in _image_url(array, fmt, mode, quality, domain)
- 53 raise ValueError(message, mode, supported_modes)
- 54
- ---> 55 image_data = serialize_array(array, fmt=fmt, quality=quality, domain=domain)
- 56 base64_byte_string = base64.b64encode(image_data).decode('ascii')
- 57 return "data:image/" + fmt.upper() + ";base64," + base64_byte_string
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/misc/io/serialize_array.py in serialize_array(array, domain, fmt, quality)
- 116 image data as BytesIO buffer
- 117 """
- --> 118 normalized = _normalize_array(array, domain=domain)
- 119 return _serialize_normalized_array(normalized, fmt=fmt, quality=quality)
- 120
- ~/conda/envs/tf114/lib/python3.6/site-packages/lucid/misc/io/serialize_array.py in _normalize_array(array, domain)
- 49 assert len(array.shape) <= 3
- 50 assert np.issubdtype(array.dtype, np.number)
- ---> 51 assert not np.isnan(array).any()
- 52
- 53 low, high = np.min(array), np.max(array)
- AssertionError:
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