def get_solver(param):
solver = SolverParameter()
solver.net = param['file_train_val_net']
solver.test_interval = param['solver_test_interval']
solver.base_lr = param['solver_base_lr']
solver.weight_decay = param['solver_weight_decay']
solver.lr_policy = param['solver_lr_policy']
solver.display = param['solver_display']
solver.max_iter = param['solver_max_iter']
#solver.clip_gradients = param['solver_clip_gradients']
solver.snapshot = param['solver_snapshot']
solver.lr_policy = param['solver_lr_policy']
solver.stepsize = param['solver_stepsize']
solver.gamma = param['solver_gamma']
solver.snapshot_prefix = param['solver_snapshot_prefix']
solver.random_seed = param['solver_random_seed']
solver.solver_mode = param['solver_solver_mode']
solver.device_id = param['device_id']
solver.test_iter.append(param['solver_test_iter'])
return solver
