neuralsampling/test_ising.yaml at master · healther/neuralsampling · GitHub

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experimentConfig:
  writeConfigs:     True
  generateJobs:     True
  submitJobs:       True
  submitFailedJobs: True
  executeJobs:      True
  collectJobs:      True
  binaryLocation: /work/workspace/scratch/hd_wv385-neuralsampling-0/hysterese/bin/neuralsampler
  envfileLocation: /work/workspace/scratch/hd_wv385-neuralsampling-0/hysterese/load_env_withmpl.sh
  filesToRemove: []
  eta: 600.
Config:
  neuronType: log
  synapseType: synapseType
  nupdates: 200000
  randomSeed: 42434343
  randomSkip: 1000000
  tauref: tau
  tausyn: tau
  delay: 1
  outputScheme: MeanActivity
  networkUpdateScheme: update
  outputEnv: True
temperature:
    type: Const
    times: [0, 100000001]
    values: [T, T]
externalCurrent:
    type: Const
    times: [0, 10010000]
    values: [0., 0.]
network:
  etaFunction: ising.eta
  problemName: ising.create_nn_singleinitial
  parameters:
    linearsize: ls
    dimension: 2
    weight: w
    meanactivity: 0.5
    zerostatetau: 10001
    onestatetau: 0
    rseed: rseed
    weightnoise: 0.
    biasnoise: 0.
    biasfactor: 0.
    biasoffset: b
analysis:
  analysisFunction: ising.analysis_mean
  parameters:
    subsampling: 1
    burnin: 100000
experimentName: CriticalExpLukas000

replacements:
  synapseType: [rect, exp]
  tau: [100]
  update: [InOrder]
  w: [0.0, 2.0, 4.0]
  b: [-2.0, ]
  rseed: [42424242, ]
  ls: [10, ]
  T: [1.6, ]
rules:
  network_parameters_onestatetau: [1.5, Config_tausyn]
  Config_synapseType: [==, rect]