| { | |
| "nerlnetSettings": { | |
| "frequency": "10", | |
| "batchSize": "20" | |
| }, | |
| "mainServer": { | |
| "port": "8900", | |
| "args": "" | |
| }, | |
| "apiServer": { | |
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| "args": "" | |
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| "devices": [ | |
| { | |
| "name": "cmv0", | |
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| "entities": "apiServer,mainServer,c1,s1,r1" | |
| }, | |
| { | |
| "name": "cmv1", | |
| "ipv4": "10.0.0.16", | |
| "entities": "c2,s2,r2" | |
| }, | |
| { | |
| "name": "cmv2", | |
| "ipv4": "10.0.0.13", | |
| "entities": "c3,s3,r3" | |
| }, | |
| { | |
| "name": "cmv3", | |
| "ipv4": "10.0.0.15", | |
| "entities": "c4,r4,s4" | |
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| "routers": [ | |
| { | |
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| { | |
| "name": "r4", | |
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| "sources": [ | |
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| "epochs": "1", | |
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| "clients": [ | |
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| { | |
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| { | |
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| "workers": "w3" | |
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| { | |
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| "workers": [ | |
| { | |
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| "model_sha": "d943b04cfe161deabaca2c2b28360df8c52888ab08bb9281cf3ae8bfed12d991" | |
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| { | |
| "name": "w3", | |
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| { | |
| "name": "w4", | |
| "model_sha": "d943b04cfe161deabaca2c2b28360df8c52888ab08bb9281cf3ae8bfed12d991" | |
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| "modelType": "0", | |
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| "modelArgs": "", | |
| "_doc_modelArgs": "Extra arguments to model", | |
| "layersSizes": "28x28x1k5x5x1x6p0s1t1,28x28x6k2x2p0s2,14x14x6k4x4x6x12p0s1t0,1,32,10", | |
| "_doc_layersSizes": "List of postive integers [L0, L1, ..., LN]", | |
| "layerTypesList": "2,4,2,9,3,5", | |
| "_doc_LayerTypes": " Default:0 | Scaling:1 | Conv:2 | Perceptron:3 | Pooling:4 | Probabilistic:5 | LSTM:6 | Reccurrent:7 | Unscaling:8 | Bounding:9 |", | |
| "layers_functions": "6,2,6,1,6,4", | |
| "_doc_layers_functions_activation": " Threshold:1 | Sign:2 | Logistic:3 | Tanh:4 | Linear:5 | ReLU:6 | eLU:7 | SeLU:8 | Soft-plus:9 | Soft-sign:10 | Hard-sigmoid:11 |", | |
| "_doc_layer_functions_pooling": " none:1 | Max:2 | Avg:3 |", | |
| "_doc_layer_functions_probabilistic": " Binary:1 | Logistic:2 | Competitive:3 | Softmax:4 |", | |
| "_doc_layer_functions_scaler": " none:1 | MinMax:2 | MeanStd:3 | STD:4 | Log:5 |", | |
| "lossMethod": "6", | |
| "_doc_lossMethod": " SSE:1 | MSE:2 | NSE:3 | MinkowskiE:4 | WSE:5 | CEE:6 |", | |
| "lr": "0.01", | |
| "_doc_lr": "Positve float", | |
| "epochs": "1", | |
| "_doc_epochs": "Positve Integer", | |
| "optimizer": "5", | |
| "_doc_optimizer": " GD:0 | CGD:1 | SGD:2 | QuasiNeuton:3 | LVM:4 | ADAM:5 |", | |
| "optimizerArgs": "none", | |
| "_doc_optimizerArgs": "String", | |
| "infraType": "0", | |
| "_doc_infraType": " opennn:0 | wolfengine:1 |", | |
| "distributedSystemType": "0", | |
| "_doc_distributedSystemType": " none:0 | fedClientAvg:1 | fedServerAvg:2 |", | |
| "distributedSystemArgs": "none", | |
| "_doc_distributedSystemArgs": "String", | |
| "distributedSystemToken": "none", | |
| "_doc_distributedSystemToken": "Token that associates distributed group of workers and parameter-server" | |
| } | |
| } | |
| } |