ComfyUI
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comfyanonymous
Cannot handle this data type: (1, 1, 3), <f4
Hi,
After 2 days without using, I updated comfyUI and now I get this error when I try to sample anything, seemingly happens when it tries to show a preview:
!!! Exception during processing!!! Cannot handle this data type: (1, 1, 3), <f4 Traceback (most recent call last): File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\venv\lib\site-packages\PIL\Image.py", line 3130, in fromarray mode, rawmode = _fromarray_typemap[typekey] KeyError: ((1, 1, 3), '<f4')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\execution.py", line 151, in recursive_execute
output_data, output_ui = get_output_data(obj, input_data_all)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\execution.py", line 81, in get_output_data
return_values = map_node_over_list(obj, input_data_all, obj.FUNCTION, allow_interrupt=True)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\execution.py", line 74, in map_node_over_list
results.append(getattr(obj, func)(**slice_dict(input_data_all, i)))
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\nodes.py", line 1344, in sample
return common_ksampler(model, seed, steps, cfg, sampler_name, scheduler, positive, negative, latent_image, denoise=denoise)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\nodes.py", line 1314, in common_ksampler
samples = comfy.sample.sample(model, noise, steps, cfg, sampler_name, scheduler, positive, negative, latent_image,
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\custom_nodes\ComfyUI-Impact-Pack\modules\impact\sample_error_enhancer.py", line 9, in informative_sample
return original_sample(*args, **kwargs) # This code helps interpret error messages that occur within exceptions but does not have any impact on other operations.
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\custom_nodes\ComfyUI-AnimateDiff-Evolved\animatediff\sampling.py", line 313, in motion_sample
return orig_comfy_sample(model, noise, *args, **kwargs)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\sample.py", line 37, in sample
samples = sampler.sample(noise, positive, negative, cfg=cfg, latent_image=latent_image, start_step=start_step, last_step=last_step, force_full_denoise=force_full_denoise, denoise_mask=noise_mask, sigmas=sigmas, callback=callback, disable_pbar=disable_pbar, seed=seed)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\samplers.py", line 761, in sample
return sample(self.model, noise, positive, negative, cfg, self.device, sampler, sigmas, self.model_options, latent_image=latent_image, denoise_mask=denoise_mask, callback=callback, disable_pbar=disable_pbar, seed=seed)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\samplers.py", line 663, in sample
return cfg_guider.sample(noise, latent_image, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\samplers.py", line 650, in sample
output = self.inner_sample(noise, latent_image, device, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\samplers.py", line 629, in inner_sample
samples = sampler.sample(self, sigmas, extra_args, callback, noise, latent_image, denoise_mask, disable_pbar)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\samplers.py", line 534, in sample
samples = self.sampler_function(model_k, noise, sigmas, extra_args=extra_args, callback=k_callback, disable=disable_pbar, **self.extra_options)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\venv\lib\site-packages\torch\utils_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\k_diffusion\sampling.py", line 585, in sample_dpmpp_2m
callback({'x': x, 'i': i, 'sigma': sigmas[i], 'sigma_hat': sigmas[i], 'denoised': denoised})
File "C:\Users\maveyyl\AppData\Roaming\StabilityMatrix\Packages\ComfyUI\comfy\samplers.py", line 532, in
After investigating a little the file latent_preview.py, function decode_latent_to_preview, which was modified a few days ago, the values are transformed into [0.0, 255.0], but the dtype stays torch.float32 instead of becoming torch.uint8.
For some reason the "to" method doesn't do the type change unless you do it alone like this:
latents_ubyte = (((latent_image + 1) / 2)
.clamp(0, 1) # change scale from -1..1 to 0..1
.mul(0xFF) # to 0..255
)
latents_ubyte = latents_ubyte.to(dtype=torch.uint8)
latents_ubyte = latents_ubyte.to(device="cpu", dtype=torch.uint8, non_blocking=True)
Not sure if it doesn't beat the purpose though. Hope it helps.
@Maveyyl Thanks for the latent_preview.py clue. I tried yours but the result is blank. Tried using:
latents_ubyte = (((latent_image + 1) / 2)
.clamp(0, 1) # change scale from -1..1 to 0..1
.mul(0xFF) # to 0..255
)
latents_ubyte = latents_ubyte.to(dtype=torch.uint8)
latents_ubyte = latents_ubyte.to(device="cpu", dtype=torch.uint8, non_blocking=comfy.model_management.device_supports_non_blocking(latent_image.device))
and it's working perfectly. I'm not sure why though maybe this issue is AMD specific, but I hope this helps for others.
OS: Windows 10 x86_64
CPU: AMD Ryzen 7 5700X (16) @ 3.393GHz
GPU: AMD Radeon RX 6700 XT
