[Diffusion] Enable breakable CUDA graph for JoyEcho (#38110)
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+3
-1
@@ -515,7 +515,9 @@ class JoyEchoDMDDenoisingStage(LTX2AVDenoisingStage):
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]
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]
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with self._ltx2_model_forward_context(ctx, step):
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with self._ltx2_model_forward_context(ctx, step):
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model_video, model_audio = step.current_model(**model_kwargs)
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model_video, model_audio = self._ltx2_call_current_model(
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ctx, step, model_kwargs
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)
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if memory_meta:
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if memory_meta:
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memory_video_len = memory_meta["memory_video_len"]
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memory_video_len = memory_meta["memory_video_len"]
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@@ -180,6 +180,8 @@ BREAKABLE_CUDA_GRAPH_SUPPORTED_MODEL_IDS = frozenset(
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"ideogram-v4-instant",
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"ideogram-v4-instant",
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"ideogram-ai/ideogram-4-fp8",
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"ideogram-ai/ideogram-4-fp8",
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"ideogram-ai/ideogram-4-nf4",
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"ideogram-ai/ideogram-4-nf4",
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"jdopensource/joyai-echo",
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"joyai-echo",
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"lightricks/ltx-2",
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"lightricks/ltx-2",
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"lightricks/ltx-2.3",
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"lightricks/ltx-2.3",
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"meituan-longcat/longcat-image",
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"meituan-longcat/longcat-image",
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@@ -203,6 +205,7 @@ BREAKABLE_CUDA_GRAPH_SUPPORTED_PIPELINE_CONFIGS = frozenset(
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{
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{
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"GlmImagePipelineConfig",
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"GlmImagePipelineConfig",
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"Ideogram4PipelineConfig",
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"Ideogram4PipelineConfig",
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"JoyEchoPipelineConfig",
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"LTX2PipelineConfig",
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"LTX2PipelineConfig",
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"LTX23PipelineConfig",
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"LTX23PipelineConfig",
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"LongCatImagePipelineConfig",
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"LongCatImagePipelineConfig",
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@@ -735,10 +738,10 @@ class ServerArgs(DisaggServerArgsMixin):
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logger.warning(
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logger.warning(
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"[Diffusion BCG] disabled for %s: only Ideogram-4, "
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"[Diffusion BCG] disabled for %s: only Ideogram-4, "
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"Lightricks/LTX-2, LongCat-Image, MiniMax-H3, "
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"jdopensource/JoyAI-Echo, Lightricks/LTX-2, LongCat-Image, "
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"Qwen/Qwen-Image, Qwen/Qwen-Image-2512, SANA1.5, SANA-Video, "
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"MiniMax-H3, Qwen/Qwen-Image, Qwen/Qwen-Image-2512, SANA1.5, "
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"Tongyi-MAI/Z-Image/Z-Image-Turbo, and zai-org/GLM-Image are "
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"SANA-Video, Tongyi-MAI/Z-Image/Z-Image-Turbo, and "
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"currently supported.",
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"zai-org/GLM-Image are currently supported.",
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pipeline_config_name,
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pipeline_config_name,
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)
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)
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self.enable_breakable_cuda_graph = False
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self.enable_breakable_cuda_graph = False
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