+h{ \SSKJr SSKJrJr SSKJr SSKJrJ r J r SSK J r SSK Jr SS KJr \R""\5r"S S \5r"S S \5r"SS\5r"SS\5r"SS\5r\"S\4S\4S\ 4S\ 4S\4S\ 4/5r\"S\4S\4S\4S\4/5r\\S.rg))logging)AutoPipelineBlocksSequentialPipelineBlocks)InsertableDict) WanInputStepWanPrepareLatentsStepWanSetTimestepsStep) WanDecodeStep)WanDenoiseStep)WanTextEncoderStepc6\rSrSr\\\/r/SQr\ S5r Sr g)WanBeforeDenoiseStep )input set_timestepsprepare_latentscg)NaBefore denoise step that prepare the inputs for the denoise step. This is a sequential pipeline blocks: - `WanInputStep` is used to adjust the batch size of the model inputs - `WanSetTimestepsStep` is used to set the timesteps - `WanPrepareLatentsStep` is used to prepare the latents selfs h/home/james-whalen/.local/lib/python3.13/site-packages/diffusers/modular_pipelines/wan/modular_blocks.py description WanBeforeDenoiseStep.description(s  L rN) __name__ __module__ __qualname____firstlineno__r r r block_classes block_namespropertyr__static_attributes__rrrrr s,M @K   rrc6\rSrSr\/rS/rS/r\S5r Sr g)WanAutoBeforeDenoiseStep4text2vidNcg)NzBefore denoise step that prepare the inputs for the denoise step. This is an auto pipeline block that works for text2vid. - `WanBeforeDenoiseStep` (text2vid) is used. rrs rr$WanAutoBeforeDenoiseStep.description;  @ rr) rrrr rr!r"block_trigger_inputsr#rr$rrrr&r&4s/M,K 6   rr&c>\rSrSr\/rS/rS/r\S\ 4Sj5r Sr g)WanAutoDenoiseStepEdenoiseNreturncg)NzDenoise step that iteratively denoise the latents. This is a auto pipeline block that works for text2vid tasks.. - `WanDenoiseStep` (denoise) for text2vid tasks.rrs rrWanAutoDenoiseStep.descriptionLr+rr) rrrr r r!r"r,r#strrr$rrrr.r.Es6M+K 6  S  rr.c6\rSrSr\/rS/rS/r\S5r Sr g)WanAutoDecodeStepVz non-inpaintNcg)NzTDecode step that decode the denoised latents into videos outputs. - `WanDecodeStep`rrs rrWanAutoDecodeStep.description[sfrr) rrrr r r!r"r,r#rr$rrrr6r6Vs,"OM /K 6 ggrr6c8\rSrSr\\\\/r/SQr \ S5r Sr g) WanAutoBlocksa) text_encoderbefore_denoiser0decodercg)NzvAuto Modular pipeline for text-to-video using Wan. - for text-to-video generation, all you need to provide is `prompt`rrs rrWanAutoBlocks.descriptionos  T rrN) rrrr rr&r.r6r!r"r#rr$rrrr;r;as0  M K  rr;r=rrrr0decoder>) text2videoautoN)utilsrmodular_pipelinerrmodular_pipeline_utilsrr>r r r decodersr r0r encodersr get_loggerrloggerrr&r.r6r;TEXT2VIDEO_BLOCKS AUTO_BLOCKS ALL_BLOCKSrrrrOsK3 $#(   H % 3 (  1  "  +  "g*g , ,# +, , -. 12 N# =!   +, 34 &' $%  $  r