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Merge pull request #379 from leondavi/multiple_sources_stream_fix
Multiple_sources_stream_fix
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inputJsonsFiles/ConnectionMap/conn_EEG_5Router3Clients3Source_EEG.json
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{ | ||
"connectionsMap": | ||
{ | ||
"r1":["mainServer", "c1", "r2"], | ||
"r2":["c2", "s1", "r3"], | ||
"r3":["c3", "r4", "r1"], | ||
"r4":["s2", "r5", "r2"], | ||
"r5":["s3", "r1"] | ||
} | ||
} |
174 changes: 174 additions & 0 deletions
174
inputJsonsFiles/DistributedConfig/dc_EEG_8d_3c_3s_5r_3w_RR.json
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{ | ||
"nerlnetSettings": { | ||
"frequency": "100", | ||
"batchSize": "5" | ||
}, | ||
"mainServer": { | ||
"port": "8900", | ||
"args": "" | ||
}, | ||
"apiServer": { | ||
"port": "8901", | ||
"args": "" | ||
}, | ||
"devices": [ | ||
{ | ||
"name": "c0VM5", | ||
"ipv4": "10.0.0.11", | ||
"entities": "apiServer,mainServer" | ||
}, | ||
{ | ||
"name": "c0VM6", | ||
"ipv4": "10.0.0.8", | ||
"entities": "c1,r3" | ||
}, | ||
{ | ||
"name": "c0VM7", | ||
"ipv4": "10.0.0.12", | ||
"entities": "c2,r4" | ||
}, | ||
{ | ||
"name": "c0VM4", | ||
"ipv4": "10.0.0.10", | ||
"entities": "c3" | ||
}, | ||
{ | ||
"name": "nerlSpilke0", | ||
"ipv4": "10.0.0.32", | ||
"entities": "s2,r5" | ||
}, | ||
{ | ||
"name": "nerlSpilke1", | ||
"ipv4": "10.0.0.33", | ||
"entities": "s3" | ||
}, | ||
{ | ||
"name": "nerlSpilke2", | ||
"ipv4": "10.0.0.34", | ||
"entities": "s1,r2" | ||
}, | ||
{ | ||
"name": "nerlSpilke3", | ||
"ipv4": "10.0.0.35", | ||
"entities": "r1" | ||
} | ||
], | ||
"routers": [ | ||
{ | ||
"name": "r1", | ||
"port": "8902", | ||
"policy": "0" | ||
}, | ||
{ | ||
"name": "r2", | ||
"port": "8903", | ||
"policy": "0" | ||
}, | ||
{ | ||
"name": "r3", | ||
"port": "8910", | ||
"policy": "0" | ||
}, | ||
{ | ||
"name": "r4", | ||
"port": "8911", | ||
"policy": "0" | ||
}, | ||
{ | ||
"name": "r5", | ||
"port": "8912", | ||
"policy": "0" | ||
} | ||
], | ||
"sources": [ | ||
{ | ||
"name": "s1", | ||
"port": "8904", | ||
"frequency": "100", | ||
"policy": "1", | ||
"epochs": "1", | ||
"type": "0" | ||
}, | ||
{ | ||
"name": "s2", | ||
"port": "8905", | ||
"frequency": "100", | ||
"policy": "1", | ||
"epochs": "1", | ||
"type": "0" | ||
}, | ||
{ | ||
"name": "s3", | ||
"port": "8906", | ||
"frequency": "100", | ||
"policy": "1", | ||
"epochs": "1", | ||
"type": "0" | ||
} | ||
], | ||
"clients": [ | ||
{ | ||
"name": "c1", | ||
"port": "8907", | ||
"workers": "w1" | ||
}, | ||
{ | ||
"name": "c2", | ||
"port": "8908", | ||
"workers": "w2" | ||
}, | ||
{ | ||
"name": "c3", | ||
"port": "8909", | ||
"workers": "w3" | ||
} | ||
], | ||
"workers": [ | ||
{ | ||
"name": "w1", | ||
"model_sha": "d8df752e0a2e8f01de8f66e9cec941cdbc65d144ecf90ab7713e69d65e7e82aa" | ||
}, | ||
{ | ||
"name": "w2", | ||
"model_sha": "d8df752e0a2e8f01de8f66e9cec941cdbc65d144ecf90ab7713e69d65e7e82aa" | ||
}, | ||
{ | ||
"name": "w3", | ||
"model_sha": "d8df752e0a2e8f01de8f66e9cec941cdbc65d144ecf90ab7713e69d65e7e82aa" | ||
} | ||
], | ||
"model_sha": { | ||
"d8df752e0a2e8f01de8f66e9cec941cdbc65d144ecf90ab7713e69d65e7e82aa": { | ||
"modelType": "0", | ||
"_doc_modelType": " nn:0 | approximation:1 | classification:2 | forecasting:3 | image-classification:4 | text-classification:5 | text-generation:6 | auto-association:7 | autoencoder:8 | ae-classifier:9 |", | ||
"modelArgs": "", | ||
"layersSizes": "70x1x1k5x1x1x128p0s1t0,66x1x128k2x1p0s1,65x1x128k5x1x128x128p0s1t0,61x1x128k2x1p0s1,60x1x128k5x1x128x64p0s1t0,1,64,32,16,9", | ||
"_doc_layersSizes": "List of postive integers [L0, L1, ..., LN]", | ||
"layerTypesList": "2,4,2,4,2,9,3,3,3,3", | ||
"_doc_LayerTypes": " Default:0 | Scaling:1 | CNN:2 | Perceptron:3 | Pooling:4 | Probabilistic:5 | LSTM:6 | Reccurrent:7 | Unscaling:8 | Flatten:9 | Bounding:10 |", | ||
"layers_functions": "11,2,11,2,11,1,6,6,6,11", | ||
"_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": "2", | ||
"_doc_lossMethod": " SSE:1 | MSE:2 | NSE:3 | MinkowskiE:4 | WSE:5 | CEE:6 |", | ||
"lr": "0.00001", | ||
"_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": "", | ||
"_doc_optimizerArgs": "String", | ||
"infraType": "0", | ||
"_doc_infraType": " opennn:0 | wolfengine:1 |", | ||
"distributedSystemType": "0", | ||
"_doc_distributedSystemType": " none:0 | fedClientAvg:1 | fedServerAvg:2 |", | ||
"distributedSystemArgs": "", | ||
"_doc_distributedSystemArgs": "String", | ||
"distributedSystemToken": "none", | ||
"_doc_distributedSystemToken": "Token that associates distributed group of workers and parameter-server" | ||
} | ||
} | ||
} |
71 changes: 71 additions & 0 deletions
71
inputJsonsFiles/experimentsFlow/exp_EEG_3s_3w_half3_people_RR.json
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{ | ||
"experimentName": "EEG_Valence_Recognition_DEAP", | ||
"experimentType": "classification", | ||
"batchSize": 5, | ||
"csvFilePath": "/home/nerlnet/workspace/1_3_person_valence_nerlnet.csv", | ||
"numOfFeatures": "70", | ||
"numOfLabels": "9", | ||
"headersNames": "1,2,3,4,5,6,7,8,9", | ||
"Phases": | ||
|
||
[ | ||
{ | ||
"phaseName": "training_phase", | ||
"phaseType": "training", | ||
"sourcePieces": | ||
[ | ||
{ | ||
"sourceName": "s1", | ||
"startingSample": "0", | ||
"numOfBatches": "100", | ||
"workers": "w1,w2,w3", | ||
"nerltensorType": "float" | ||
}, | ||
{ | ||
"sourceName": "s2", | ||
"startingSample": "19520", | ||
"numOfBatches": "100", | ||
"workers": "w1,w2,w3", | ||
"nerltensorType": "float" | ||
}, | ||
{ | ||
"sourceName": "s3", | ||
"startingSample": "39040", | ||
"numOfBatches": "100", | ||
"workers": "w1,w2,w3", | ||
"nerltensorType": "float" | ||
} | ||
] | ||
}, | ||
{ | ||
"phaseName": "prediction_phase", | ||
"phaseType": "prediction", | ||
"sourcePieces": | ||
[ | ||
{ | ||
"sourceName": "s1", | ||
"startingSample": "15610", | ||
"numOfBatches": "200", | ||
"workers": "w1,w2,w3", | ||
"nerltensorType": "float" | ||
}, | ||
{ | ||
"sourceName": "s2", | ||
"startingSample": "35130", | ||
"numOfBatches": "200", | ||
"workers": "w1,w2,w3", | ||
"nerltensorType": "float" | ||
}, | ||
{ | ||
"sourceName": "s3", | ||
"startingSample": "54650", | ||
"numOfBatches": "200", | ||
"workers": "w1,w2,w3", | ||
"nerltensorType": "float" | ||
} | ||
|
||
|
||
] | ||
} | ||
] | ||
} |
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