diff --git a/examples/pinn_ssa.py b/examples/pinn_ssa.py index 26a8115..8c837e9 100644 --- a/examples/pinn_ssa.py +++ b/examples/pinn_ssa.py @@ -9,11 +9,11 @@ # General parameters hp = {} -hp["epochs"] = 1000 +hp["epochs"] = 800000 hp["learning_rate"] = 0.001 hp["loss_function"] = "MSE" -hp["save_path"] = "./Models/Helheim_test" -hp["is_save"] = False +hp["save_path"] = "./Models/Helheim_test/" +hp["is_save"] = True hp["is_plot"] = True # NN @@ -23,8 +23,8 @@ hp["num_layers"] = 6 # domain -hp["shapefile"] = "./dataset/Helheim_Big.exp" -hp["num_collocation_points"] = 5000 +hp["shapefile"] = "./dataset/fastflow_CF.exp" +hp["num_collocation_points"] = 9000 # physics SSA = {} @@ -33,7 +33,7 @@ # data issm = {} -issm["data_size"] = {"u":1000, "v":1000, "s":1000, "H":1000, "C":None, "vel":1000} +issm["data_size"] = {"u":4000, "v":4000, "s":4000, "H":4000, "C":None, "vel":4000} issm["data_path"] = "./dataset/Helheim_fastflow.mat" hp["data"] = {"ISSM":issm}