ELP/plot_ind.py at main · akira-l/ELP · GitHub

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#!/usr/bin/python

import os
import torch

from tqdm import tqdm

import pdb

saved_file_pre = 'wei-indicator-acc_dict_ep-'
all_epoch = 359
step = 1

#gather_p_handle = open('gather_p_val.txt', 'a')
#gather_p0_handle = open('gather_p0_val.txt', 'a')
#gather_ind_handle = open('gather_ind_val.txt', 'a')
#s10gather_p_handle = open('s10_gather_p_val.txt', 'a')
#s10gather_p0_handle = open('s10_gather_p0_val.txt', 'a')
#s10gather_ind_handle = open('s10_gather_ind_val.txt', 'a')
#s100gather_p_handle = open('s100_gather_p_val.txt', 'a')
#s100gather_p0_handle = open('s100_gather_p0_val.txt', 'a')
#s100gather_ind_handle = open('s100_gather_ind_val.txt', 'a')
#s1000gather_p_handle = open('s1000_gather_p_val.txt', 'a')
#s1000gather_p0_handle = open('s1000_gather_p0_val.txt', 'a')
#s1000gather_ind_handle = open('s1000_gather_ind_val.txt', 'a')
#acc_ind_handle = open('gather_acc_val.txt', 'a')
#trainacc_ind_handle = open('gather_acc_trainval.txt', 'a')

gather_mp_handle = open('gather_p_val.txt', 'a')
gather_mp0_handle = open('gather_p0_val.txt', 'a')
gather_mp_s1_handle = open('gather_p_s1_val.txt', 'a')
gather_mp0_s1_handle = open('gather_p0_s1_val.txt', 'a')
gather_mp_s2_handle = open('gather_p_s2_val.txt', 'a')
gather_mp0_s2_handle = open('gather_p0_s2_val.txt', 'a')

count_bar = tqdm(total=all_epoch/step)

for num in range(1, all_epoch, step):

    count_bar.update(1)

    p_val_list = []
    p0_val_list = []
    acc_list = []
    ind_list = []
    cnt_list = []
    pred_list = []
    label_list = []

    file_name = saved_file_pre + str(num) + '.pt'
    data = torch.load(file_name)

    for name, raw_sub_data in data.items():
        if name == 'val_acc':
            #acc_ind_handle.write(str(raw_sub_data[0])+ '\n')
            continue
        if name == 'train_acc':
            #trainacc_ind_handle.write(str(raw_sub_data[0])+ '\n')
            continue

        sub_data = raw_sub_data[0]
        p_val_list.append(sub_data['p_val'])
        p0_val_list.append(sub_data['p0_val'])
        ind_list.append(sub_data['ind_val'])
        cnt_list.append(sub_data['save_cnt'])
        pred_list.append(sub_data['pred_pos'])
        label_list.append(sub_data['label'])

    all_num = len(cnt_list)

    p_mean = sum(p_val_list) / len(p_val_list)
    p0_mean = sum(p0_val_list) / len(p_val_list)
    gather_mp_handle.write(str(p_mean)+ '\n')
    gather_mp0_handle.write(str(p0_mean)+ '\n')
    if num % 2 == 0:
        gather_mp_s2_handle.write(str(p_mean)+ '\n')
        gather_mp0_s2_handle.write(str(p0_mean)+ '\n')
    else:
        gather_mp_s1_handle.write(str(p_mean)+ '\n')
        gather_mp0_s1_handle.write(str(p0_mean)+ '\n')


    #if num > 160:
    #    break

    #for cnt in cnt_list:
    #    cnt_index = cnt_list.index(cnt)
    #    gather_p_handle.write(str(p_val_list[cnt_index])+ '\n')
    #    gather_p0_handle.write(str(p0_val_list[cnt_index])+ '\n')
    #    gather_ind_handle.write(str(ind_list[cnt_index])+ '\n')
    #
    #    if cnt %10 == 0:
    #        s10gather_p_handle.write(str(p_val_list[cnt_index])+ '\n')
    #        s10gather_p0_handle.write(str(p0_val_list[cnt_index])+ '\n')
    #        s10gather_ind_handle.write(str(ind_list[cnt_index])+ '\n')

    #    if cnt %100 == 0:
    #        s100gather_p_handle.write(str(p_val_list[cnt_index])+ '\n')
    #        s100gather_p0_handle.write(str(p0_val_list[cnt_index])+ '\n')
    #        s100gather_ind_handle.write(str(ind_list[cnt_index])+ '\n')

    #    if cnt %1000 == 0:
    #        s1000gather_p_handle.write(str(p_val_list[cnt_index])+ '\n')
    #        s1000gather_p0_handle.write(str(p0_val_list[cnt_index])+ '\n')
    #        s1000gather_ind_handle.write(str(ind_list[cnt_index])+ '\n')
count_bar.close()

gather_mp_handle.close()
gather_mp0_handle.close()
gather_mp_s1_handle.close()
gather_mp0_s1_handle.close()
gather_mp_s2_handle.close()
gather_mp0_s2_handle.close()
#gather_p_handle.close()
#gather_p0_handle.close()
#gather_ind_handle.close()
#s10gather_p_handle.close()
#s10gather_p0_handle.close()
#s10gather_ind_handle.close()
#s100gather_p_handle.close()
#s100gather_p0_handle.close()
#s100gather_ind_handle.close()
#s1000gather_p_handle.close()
#s1000gather_p0_handle.close()
#s1000gather_ind_handle.close()
#acc_ind_handle.close()