Andre Henriques
5162d41bcc
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134 lines
2.7 KiB
Plaintext
134 lines
2.7 KiB
Plaintext
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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