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Add legacy template LiteHRNet_18 template (#4049)
added legacy template
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  • src/otx/tools/templates/segmentation/ocr_lite_hrnet_18

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# Description.
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model_template_id: Custom_Semantic_Segmentation_Lite-HRNet-18_OCR
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name: Lite-HRNet-18
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task_type: SEGMENTATION
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task_family: VISION
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instantiation: "CLASS"
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summary: Class-Incremental Semantic Segmentation with middle-sized architecture which based on the Lite-HRNet backbone for the balance between the fast inference and long training. (DISCONTINUED, please use Lite-HRNet-18-mod2 instead)
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application: ~
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# Algo backend.
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framework: OTXSegmentation v0.14.0
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# Capabilities.
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capabilities:
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- compute_representations
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# Hyperparameters.
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hyper_parameters:
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base_path: ../configuration.yaml
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parameter_overrides:
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learning_parameters:
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batch_size:
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default_value: 8
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learning_rate:
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default_value: 0.001
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auto_hpo_state: POSSIBLE
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learning_rate_warmup_iters:
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default_value: 100
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num_iters:
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default_value: 300
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algo_backend:
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train_type:
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default_value: Incremental
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# Training resources.
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max_nodes: 1
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training_targets:
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- GPU
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- CPU
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# Stats.
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gigaflops: 3.45
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size: 4.5
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# Model spec
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model_status: DISCONTINUED

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