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Runtime error
Runtime error
File size: 1,149 Bytes
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from pathlib import Path
import argparse
import numpy as np
parser = argparse.ArgumentParser()
parser.add_argument("--input", help="input filename", type=str, nargs="+")
parser.add_argument("--output", help="output result file", default=None)
args = parser.parse_args()
scores = {}
for path in args.input:
with open(path, "r") as reader:
for line in reader.readlines():
metric, score = line.strip().split(": ")
score = float(score)
if metric not in scores:
scores[metric] = []
scores[metric].append(score)
if len(scores) == 0:
print("No experiment directory found, wrong path?")
exit(1)
with open(args.output, "w") as writer:
print("Average results: ", file=writer)
for metric, score in scores.items():
score = np.array(score)
mean = np.mean(score)
std = np.std(score)
print(f"{metric}: {mean:.3f} (±{std:.3f})", file=writer)
print("", file=writer)
print("Best results: ", file=writer)
for metric, score in scores.items():
score = np.max(score)
print(f"{metric}: {score:.3f}", file=writer)
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