134 lines
2.7 KiB
Plaintext
134 lines
2.7 KiB
Plaintext
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indata: "Input data" {
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shape: cylinder
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}
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model_generation: Model Generation {
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hidden_layers_generator: Hidden Layers Model Generator
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hidden_layers_generator<->generator: Request/Accept Model
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head_generator: Head Models Generator {
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_.head_generator->model1: Create
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_.head_generator->model2: Create
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_.head_generator->modeln: Create
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model1
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model2
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modeln: "Model..."
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model1<->_.generator: Request/Accept Model
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model2<->_.generator: Request/Accept Model
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modeln<->_.generator: Request/Accept Model
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model1->_.head_generator: Accept Model
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model2->_.head_generator: Accept Model
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modeln->_.head_generator: Accept Model
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}
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generator: Generator {
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_.generator->model_search: Start
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model_search: Model Search {
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database_search: Database search
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autoML: Automl
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}
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model_search->model_training: Propose model
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model_training->model_search: Reject model and request new one
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model_training: Model Traning {
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_.model_training->node: Start Training
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node: Node
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_.model_training<-node: End Training
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}
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model_training->_.generator: Accept Model
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}
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}
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node_manager: Node_Manager {
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node1
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node2
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noden: "node..."
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node_manager->node1: Manage
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node_manager->node2: Manage
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node_manager->noden: Manage
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}
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model_generation.generator.model_training.node<->node_manager: Request/Gives node to train
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model_database: Model database {
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shape: cylinder
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}
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model_runner: Model Runner {
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node: Node
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headless: Obatin Headless Model
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_.model_runner->headless: Start
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headless<->_.model_database: Request/Get Model
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headless<->node: Run/Result
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headless->model_search: Results
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model_search: Model Search {
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}
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model_search<->_.model_database: Request Head Models
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head_model: Head Model
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model_search->head_model: Obtain
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head_model<->node: Run/Result
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head_model->model_search: Unsatatisfary results, request new model
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head_model->results_cache: Unsatatisfary results, save results
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results_cache: Results Cache
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combine: Combine
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head_model->combine: Satisfary Results/No more options
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combine<-results_cache: Cached results Results
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combine->_.model_runner: Results
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}
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model_runner.node<->node_manager: Request/Gives node to run model
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User.shape: Person
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User->indata: Uploads data
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User->model_generation: Requests Model
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User->model_database: Manages Models
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User->model_runner: Request image for classification
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model_runner->User: Give class of image
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model_generation.generator <-> indata: Requests Data
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model_generation->model_generation.hidden_layers_generator: Start
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model_generation.hidden_layers_generator->model_generation.head_generator: Strip head and give base model to Head Generator
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model_generation.head_generator->model_database: Save hidden layers model and heads
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