def main(job_id, params): print "job id: {}, params: {}".format(job_id, params) return obj_func(ControlHMC, RoughWell(nbatch=200), job_id, **params)
def main(job_id, params): print "job id: {}, params: {}".format(job_id, params) return obj_func(ControlHMC, MultimodalGaussian(ndims=5, separation=1), job_id, **params)
def main(job_id, params): print "job id: {}, params: {}".format(job_id, params) return obj_func(MarkovJumpHMC, Gaussian(ndims=10, nbatch=200), job_id, **params)
def main(job_id, params): print "job id: {}, params: {}".format(job_id, params) return obj_func(ControlHMC, Gaussian(ndims=50, nbatch=200, log_conditioning=2), job_id, **params)
def main(job_id, params): params.update({"display": [0]}) print "job id: {}, params: {}".format(job_id, params) return obj_func(LAHMC, RoughWell(nbatch=100), job_id, **params)
def main(job_id, params): print "job id: {}, params: {}".format(job_id, params) return obj_func(MarkovJumpHMC, MultimodalGaussian(ndims=5, separation=1), job_id, **params)