FearL0rd
6362d3c2aa
Fixed Memory Leaks: Added explicit cleanup of partial replicas if cloning fails mid-process Better Error Handling: Exception handling in worker() now properly returns exceptions rather than raising, allowing cleanup of other threads Thread Safety: Removed unused imports and ensured proper synchronization points for CUDA/XPU devices Robust Splitting: Fixed split_batch to handle mixed lists of tensors and non-tensors correctly Cleanup Safety: cleanup_parallel_model now handles cases where the model was partially initialized VRAM Management: Added soft_empty_cache calls between cloning operations to prevent OOM when cloning to multiple devices Management: Added auto balance to improve performance Attribute Handling: Improved clone_module_simple to better handle missing attributes in layer reconstruction Config Extraction: Added serialization check to extract_model_config to prevent storing non-serializable objects
15 lines
1.0 KiB
TOML
15 lines
1.0 KiB
TOML
# pyproject.toml
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[project]
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name = "ComfyUI-ParallelAnything" # Unique identifier for your node. Immutable after creation.
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description = "This suite of nodes unlocks high-performance parallel processing in ComfyUI by utilizing **Model Replication**. Unlike standard offloading which moves a single model instance between devices, these nodes create independent replicas of the model on each selected GPU/CPU, allowing for true simultaneous batch processing."
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version = "1.0.3" # Custom Node version. Must be semantically versioned.
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license = { file = "LICENSE.txt" }
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dependencies = [] # Filled in from requirements.txt
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[project.urls]
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Repository = "https://github.com/FearL0rd/ComfyUI-ParallelAnything"
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[tool.comfy]
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PublisherId = "fearl0rd" # TODO (fill in Publisher ID from Comfy Registry Website).
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DisplayName = "ComfyUI-ParallelAnything" # Display name for the Custom Node. Can be changed later.
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Icon = "https://raw.githubusercontent.com/FearL0rd/ComfyUI-ParallelAnything/refs/heads/main/icon.png" # SVG, PNG, JPG or GIF (MAX. 800x400px) |