nodes/pollockjj-ComfyUI-MultiGPU
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Author SHA1 Message Date
John Pollock 8f3ff06fa3 rename files for consistency, new DisTorch examples 2025-01-28 05:19:50 -06:00
pollock c07a345c45 Fix case sensitivity in module check for HunyuanVideoWrapper in __init__.py 2025-01-27 18:32:20 -05:00
John Pollock 7ccea97c52 Update device allocation format and enhance module check for case insensitivity in __init__.py 2025-01-27 17:24:15 -06:00
John Pollock c74f66b9ad icon 2025-01-27 23:06:56 -06:00
John Pollock 3dbfcc7135 Chasing down bug causing incorrect patched device with distorch code. Re-integrated distorch into __init__.py as one of the consequences. 2025-01-25 17:49:12 -06:00
John Pollock d67b18474a Merge branch 'dev' of https://github.com/pollockjj/ComfyUI-MultiGPU into dev 2025-01-24 21:06:10 -06:00
John Pollock b99e152686 Refactor GGUF model patcher to enhance device handling and introduce model hashing for allocation tracking 2025-01-24 21:06:01 -06:00
pollock 101fb49848 Refactor model hash creation and logging for clarity; remove unnecessary logging statements in distorch.py 2025-01-24 11:00:38 -05:00
pollock ef614f840e Move distorch parameter storage from model attachment (non-working) to global table with hash. 2025-01-24 09:22:43 -05:00
pollock 2ac057d338 Implement model hash creation and allocation storage for MultiGPU support in GGUF model patcher 2025-01-24 05:37:17 -05:00
John Pollock 624c893942 Refactored into init.py and distorch.py 2025-01-23 13:16:18 -06:00
pollock 43d7d1582d Refactor UnetLoaderGGUF registration to support MultiGPU and DisTorch versions 2025-01-23 12:00:24 -05:00
pollock b8f314921c Refactor imports and logging messages for clarity and consistency 2025-01-23 08:50:48 -05:00
John Pollock d9899d4df1 Refactor GGUF model patcher and analysis functions to improve device handling and logging 2025-01-21 06:50:10 -06:00
John Pollock 5eb03a220a Add .vscode/settings.json to .gitignore to exclude IDE-specific settings, DisTorch work in progress. Clip also loaded and distributed. Much WIP. 2025-01-21 02:50:10 -06:00
John Pollock d8d122f397 Refactor MultiGPU module registration and improve device handling logic towards releasing on :main: 2025-01-20 12:11:12 -06:00
John Pollock 1a3cc9d151 Refactor MultiGPU device handling and improve logging for better traceability 2025-01-20 11:34:14 -06:00
John Pollock 455a4ef3f8 Refactor code structure for improved readability and maintainability 2025-01-20 07:40:33 -06:00
John Pollock a7c424f238 Continued clean-up of DisTorch code. 2025-01-19 21:04:16 -06:00
John Pollock 018aec49b0 Add detailed logging for MultiGPU device memory allocation analysis 2025-01-19 17:00:26 -06:00
John Pollock f119787bee ggml learning 2025-01-19 14:24:11 -06:00
John Pollock e73c8bd5e3 Add experimental DiffSynth block-swapping support via new GPU offload device 
- Adds HyVideoModelLoaderDiffSynthMultiGPU node implementing DiffSynth block-swapping
- Introduces offload_device selection for secondary GPU utilization
- Updates documentation with known behaviors and expected OOM patterns
- Adds example workflow demonstrating higher resolution/longer duration video generation
- Maintains backwards compatibility with existing MultiGPU workflows
 2025-01-15 06:53:59 -06:00
John Pollock 3ade69a38e Merge branch 'main' into dev 
give new dev branch proper start
 2025-01-14 22:12:25 -06:00
John Pollock 54157b59b6 adding animated icon 2025-01-14 15:32:12 -06:00
John Pollock a19bf2755b modified aspect ratio of icon 2025-01-12 13:24:38 -06:00
John Pollock 20ba9d099c fix: Bump version to 1.3.1 and update icon URL to raw GitHub link 2025-01-12 11:17:47 -06:00
John Pollock 92652cf816 feat: Update project description to include CPU device selection and bump version to 1.3.0; add icon URL for ComfyUI-MultiGPU 2025-01-12 11:08:41 -06:00
John Pollock 4e253c5d9a docs: Update README to reflect hunyuanvideowrapper examples and additional example for DeviceSelectorMultiGPU usage 2025-01-12 11:00:18 -06:00
John Pollock 5c6b55c61c added icon for comfy registry 2025-01-12 10:36:14 -06:00
John Pollock 2447586cf4 Added examples of device_selector node, include use with kijai's hunyuanvideowrapper custom_node showing both methods of usage 2025-01-11 17:58:15 -06:00
John Pollock 3814340e45 added test inpaint image from https://github.com/alimama-creative/FLUX-Controlnet-Inpainting 2025-01-11 10:36:50 -06:00
John Pollock ba24f572ee feat: Add DeviceSelectorMultiGPU node and device selection functionality - allowing the linking of one or more MultiGPU nodes to the same cuda device in cases where this would prevent accidental errors if should there be a device mismatch futher along in the pipeline due to non-loader nodes performing device-specific tasks or logic. 2025-01-11 10:03:40 -06:00
John Pollock 5c3c1a7f3b feat: Implement MultiGPU support for Hunyuan models and add module existence checks 
Nodes work, investating how determinisitically we MultiGPU can play nice with these nodes.
 2025-01-07 12:18:03 -06:00
John Pollock 61c9204207 Merge branch 'dev' of https://github.com/pollockjj/ComfyUI-MultiGPU into dev 
sync with upstream
 2025-01-07 07:51:43 -06:00
John Pollock 6faebe85d7 syncing with latest release from :main: 2025-01-07 06:51:01 -06:00
John Pollock 116dd935f2 chore: Rename publish workflow file and update version to 1.2.1 in pyproject.toml 2025-01-05 16:03:53 -06:00
John Pollock 4611332d12 chore: Bump version to 1.2.0 in pyproject.toml 2025-01-04 19:44:05 -06:00
John Pollock 3ce3598a5d feat: Add initial MultiGPU support for Pulid model, added module existence checks before creating MultiGPU node variant 2025-01-02 22:11:28 -06:00
John Pollock edcd5cc612 Merge branch 'main' of https://github.com/pollockjj/ComfyUI-MultiGPU 2025-01-02 21:15:08 -06:00
John Pollock 4aec967384 fix: hard coded all supported nodes. If the parent custom_node is installed then it will inherit the needed functionality at run-time, fully eliminating any load depenencies. No outside custom_nodes need to be pre-loaded and no python is inspected. New MultiGPU variants are created in a self-contained manner. 2025-01-02 21:09:39 -06:00
John Pollock 26771e4b94 intermediate commit - code to constuct nodes from working example (e.g. when a custom_node loads before MultiGPU and we have the registered data. 2025-01-02 15:06:14 -06:00
John Pollock fb522a4d97 Fix inheritance issues in register_module_new by using shared namespace for node definitions 
Still broken, WIP
 2025-01-02 07:18:01 -06:00
John Pollock 1d12e2ee1f feat(multigpu): generalize LTX module registration for custom nodes 
Refactored node registration to handle any custom node type by extracting class definitions from source files and injecting wrapper code with proper indentation. Replaces hardcoded LTX module registration while maintaining identical functionality. Successfully tested with LTXVLoader node.
 2024-12-31 15:51:43 -06:00
John Pollock 3f57e7fe83 intermediate step 2024-12-31 05:04:41 -06:00
John Pollock a725a7bc03 Add new module registration function to extract and log node definitions 2024-12-31 03:30:00 -06:00
John Pollock 1d020adbdb feat: Add hard-coded registration for LTX and Florence2 nodes with module existence checks 2024-12-30 22:22:52 -06:00
John Pollock 1e553cfe22 Add utility function to check module existence before registration for hard-coded MultiGPU nodes 2024-12-30 21:00:48 -06:00
John Pollock 198365dfbe Add hard-coded registration for LTX and Florence2 nodes in MultiGPU setup for debug purposes. 
Actual nodes pick up the underlying structure at runtime now that the global NODE_CLASS_MAPPINGS has been updated with their information, I pull it directly from there.

A work-around for the loading sequencing problems, but hopefully one that requrires little upkeep as any changes to the underlying structure is picked-up at runtime.
 2024-12-30 20:48:41 -06:00
John Pollock 9464cf6cc1 fix: Enhance error handling during module execution in MultiGPU registration 2024-12-30 15:13:12 -06:00
John Pollock 4ac8d33270 fix: Use local module dictionary instead of global for custom node registration 
- Added a local_map_name ("NODE_CLASS_MAPPINGS") and retrieve it from the module
  immediately after loading.
- If the local dictionary exists, wrap the target nodes from there, rather than
  relying on the global dictionary.
- Removed references to GLOBAL_NODE_CLASS_MAPPINGS for custom nodes and replaced
  them with the local module mapping lookup.
 2024-12-30 11:17:31 -06:00