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Merge 14700174a5 into 5943fbf457
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bb2203d095
@ -66,17 +66,17 @@ class ImageUpscaleWithModel(io.ComfyNode):
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def execute(cls, upscale_model, image) -> io.NodeOutput:
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def execute(cls, upscale_model, image) -> io.NodeOutput:
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device = model_management.get_torch_device()
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device = model_management.get_torch_device()
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tile = 512
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overlap = 32
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memory_required = model_management.module_size(upscale_model.model)
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memory_required = model_management.module_size(upscale_model.model)
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memory_required += (512 * 512 * 3) * image.element_size() * max(upscale_model.scale, 1.0) * 384.0 #The 384.0 is an estimate of how much some of these models take, TODO: make it more accurate
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memory_required += (tile * tile * 3) * image.element_size() * max(upscale_model.scale, 1.0) * 384.0 #The 384.0 is an estimate of how much some of these models take, TODO: make it more accurate
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memory_required += image.nelement() * image.element_size()
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memory_required += image.nelement() * image.element_size()
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model_management.free_memory(memory_required, device)
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model_management.free_memory(memory_required, device)
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upscale_model.to(device)
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upscale_model.to(device)
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in_img = image.movedim(-1,-3).to(device)
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in_img = image.movedim(-1,-3).to(device)
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tile = 512
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overlap = 32
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oom = True
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oom = True
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try:
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try:
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while oom:
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while oom:
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