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https://github.com/invoke-ai/InvokeAI
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Revert "Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time."
This reverts commit 378689a519
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@ -260,6 +260,7 @@ class InvokeAIDiffuserComponent:
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conditioning_data,
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conditioning_data,
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**kwargs,
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**kwargs,
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)
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)
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else:
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else:
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(
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(
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unconditioned_next_x,
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unconditioned_next_x,
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@ -406,16 +407,6 @@ class InvokeAIDiffuserComponent:
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uncond_down_block.append(_uncond_down)
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uncond_down_block.append(_uncond_down)
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cond_down_block.append(_cond_down)
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cond_down_block.append(_cond_down)
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uncond_down_intrablock, cond_down_intrablock = None, None
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down_intrablock_additional_residuals = kwargs.pop("down_intrablock_additional_residuals", None)
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if down_intrablock_additional_residuals is not None:
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uncond_down_intrablock, cond_down_intrablock = [], []
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for down_intrablock in down_intrablock_additional_residuals:
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print("down_intrablock shape: ", down_intrablock.shape)
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_uncond_down, _cond_down = down_intrablock.chunk(2)
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uncond_down_intrablock.append(_uncond_down)
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cond_down_intrablock.append(_cond_down)
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uncond_mid_block, cond_mid_block = None, None
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uncond_mid_block, cond_mid_block = None, None
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mid_block_additional_residual = kwargs.pop("mid_block_additional_residual", None)
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mid_block_additional_residual = kwargs.pop("mid_block_additional_residual", None)
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if mid_block_additional_residual is not None:
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if mid_block_additional_residual is not None:
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@ -446,7 +437,6 @@ class InvokeAIDiffuserComponent:
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cross_attention_kwargs=cross_attention_kwargs,
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cross_attention_kwargs=cross_attention_kwargs,
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down_block_additional_residuals=uncond_down_block,
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down_block_additional_residuals=uncond_down_block,
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mid_block_additional_residual=uncond_mid_block,
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mid_block_additional_residual=uncond_mid_block,
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down_intrablock_additional_residuals=uncond_down_intrablock,
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added_cond_kwargs=added_cond_kwargs,
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added_cond_kwargs=added_cond_kwargs,
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**kwargs,
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**kwargs,
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)
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)
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@ -475,7 +465,6 @@ class InvokeAIDiffuserComponent:
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cross_attention_kwargs=cross_attention_kwargs,
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cross_attention_kwargs=cross_attention_kwargs,
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down_block_additional_residuals=cond_down_block,
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down_block_additional_residuals=cond_down_block,
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mid_block_additional_residual=cond_mid_block,
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mid_block_additional_residual=cond_mid_block,
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down_intrablock_additional_residuals=cond_down_intrablock,
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added_cond_kwargs=added_cond_kwargs,
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added_cond_kwargs=added_cond_kwargs,
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**kwargs,
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**kwargs,
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)
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)
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@ -500,15 +489,6 @@ class InvokeAIDiffuserComponent:
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uncond_down_block.append(_uncond_down)
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uncond_down_block.append(_uncond_down)
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cond_down_block.append(_cond_down)
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cond_down_block.append(_cond_down)
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uncond_down_intrablock, cond_down_intrablock = None, None
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down_intrablock_additional_residuals = kwargs.pop("down_intrablock_additional_residuals", None)
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if down_intrablock_additional_residuals is not None:
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uncond_down_intrablock, cond_down_intrablock = [], []
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for down_intrablock in down_intrablock_additional_residuals:
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_uncond_down, _cond_down = down_intrablock.chunk(2)
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uncond_down_intrablock.append(_uncond_down)
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cond_down_intrablock.append(_cond_down)
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uncond_mid_block, cond_mid_block = None, None
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uncond_mid_block, cond_mid_block = None, None
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mid_block_additional_residual = kwargs.pop("mid_block_additional_residual", None)
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mid_block_additional_residual = kwargs.pop("mid_block_additional_residual", None)
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if mid_block_additional_residual is not None:
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if mid_block_additional_residual is not None:
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@ -537,7 +517,6 @@ class InvokeAIDiffuserComponent:
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{"swap_cross_attn_context": cross_attn_processor_context},
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{"swap_cross_attn_context": cross_attn_processor_context},
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down_block_additional_residuals=uncond_down_block,
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down_block_additional_residuals=uncond_down_block,
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mid_block_additional_residual=uncond_mid_block,
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mid_block_additional_residual=uncond_mid_block,
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down_intrablock_additional_residuals=uncond_down_intrablock,
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added_cond_kwargs=added_cond_kwargs,
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added_cond_kwargs=added_cond_kwargs,
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**kwargs,
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**kwargs,
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)
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)
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@ -557,7 +536,6 @@ class InvokeAIDiffuserComponent:
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{"swap_cross_attn_context": cross_attn_processor_context},
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{"swap_cross_attn_context": cross_attn_processor_context},
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down_block_additional_residuals=cond_down_block,
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down_block_additional_residuals=cond_down_block,
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mid_block_additional_residual=cond_mid_block,
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mid_block_additional_residual=cond_mid_block,
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down_intrablock_additional_residuals=cond_down_intrablock,
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added_cond_kwargs=added_cond_kwargs,
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added_cond_kwargs=added_cond_kwargs,
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**kwargs,
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**kwargs,
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)
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)
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