# # Copyright 2016 The BigDL Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import os import sys import json if __name__ == '__main__': result_path = sys.argv[1] column_size = [25, 15, 10, 18, 15, 10, 10, 10] pad_string = lambda x, l: [i.ljust(j) for i, j in zip(x, l)] column_names = ["Model Name", "Precision", "STEM", "Social Science", "Humanities", "Other", "Hard", "Average"] print(f'\nDumping results for C-Eval score:\n') print(' '.join(pad_string(column_names, column_size))) print() file_lst = os.listdir(result_path) file_lst = [f'{result_path}/{i}' for i in file_lst] organized_dict = {} # {'Qwen-7B': {'sym_int4': [], 'mixed_fp4': }} for file in file_lst: # Read the JSON file with open(file, 'r') as file: data = json.load(file) result_lst = [data['Model Name'], data['Precision']] result_lst += data['Results'] # store in the organized dictionary try: organized_dict[data['Model Name']][data['Precision']] = result_lst except: organized_dict[data['Model Name']] = {} organized_dict[data['Model Name']][data['Precision']] = result_lst # define the print precision order precision_order = ['sym_int4', 'mixed_fp4', 'fp4', 'sym_int8', 'fp8_e4m3', 'fp8_e5m2', 'mixed_fp8'] # print the results for model_name in organized_dict.keys(): for precision in precision_order: try: print(' '.join(pad_string(organized_dict[model_name][precision], column_size))) except KeyError: continue # separate between models print()