prepare for experiment

examples/xor.py

@@ -1,19 +1,27 @@
-from functools import partial
-
 from utils import Configer
 from algorithms.neat import Pipeline
 from time_utils import using_cprofile
 from problems import Sin, Xor, DIY
+import time
 
 
-@using_cprofile
+# @using_cprofile
 # @partial(using_cprofile, root_abs_path='/mnt/e/neatax/', replace_pattern="/mnt/e/neat-jax/")
 def main():
+    tic = time.time()
     config = Configer.load_config()
     problem = Xor()
     problem.refactor_config(config)
-    pipeline = Pipeline(config, seed=1)
-    pipeline.auto_run(problem.evaluate)
+    pipeline = Pipeline(config, seed=6)
+    nodes, cons = pipeline.auto_run(problem.evaluate)
+    # print(nodes, cons)
+    total_time = time.time() - tic
+    compile_time = pipeline.function_factory.compile_time
+    total_it = pipeline.generation
+    mean_time_per_it = (total_time - compile_time) / total_it
+    evaluate_time = pipeline.evaluate_time
+    print(f"total time: {total_time:.2f}s, compile time: {compile_time:.2f}s, real_time: {total_time - compile_time:.2f}s, evaluate time: {evaluate_time:.2f}s")
+    print(f"total it: {total_it}, mean time per it: {mean_time_per_it:.2f}s")
 
 
 if __name__ == '__main__':