1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
|
import { Component, AfterViewInit, ViewChild } from '@angular/core';
import { Chart } from 'chart.js';
@Component({
selector: 'app-line-chart',
templateUrl: './line-chart.component.html',
styleUrls: ['./line-chart.component.css']
})
export class LineChartComponent implements AfterViewInit {
dataAcc: number[] = [];
dataMAE: number[] = [];
dataMSE: number[] = [];
dataLOSS: number[] = [];
dataEpoch: number[] = [];
constructor() {
/*let i = 0;
setInterval(() => {
this.dataAcc.push(0.5);
this.dataEpoch.push(i);
i++;
this.update();
}, 200);*/
}
myChart!: Chart;
update(myEpochs: number[], myAcc: number[], myLoss: number[], myMae: number[], myMse: number[]) {
this.dataAcc.length = 0;
this.dataAcc.push(...myAcc);
this.dataEpoch.length = 0;
this.dataEpoch.push(...myEpochs);
this.dataMAE.length = 0;
this.dataMAE.push(...myMae);
this.dataLOSS.length = 0;
this.dataLOSS.push(...myLoss);
this.dataMSE.length = 0;
this.dataMSE.push(...myMse);
this.myChart.update();
}
ngAfterViewInit(): void {
this.myChart = new Chart("myChart",
{
type: 'line',
data: {
labels: this.dataEpoch,
datasets: [{
label: 'Accuracy',
data: this.dataAcc,
borderWidth: 1,
},
{
label: 'Loss',
data: this.dataLOSS,
borderWidth: 1
},
{
label: 'MAE',
data: this.dataMAE,
borderWidth: 1
},
{
label: 'MSE',
data: this.dataMSE,
borderWidth: 1
}
]
},
options: {
responsive: true,
maintainAspectRatio: true,
plugins: {
legend: {
labels: {
// This more specific font property overrides the global property
color:'white',
font: {
size: 10
}
}
}
},
scales: {
x: {
ticks: {
color: 'white'
},
grid: {
color: "rgba(0, 99, 171, 0.5)"
},
},
y: {
beginAtZero: true,
ticks: {
color: 'white'
},
grid: {
color: "rgba(0, 99, 171, 0.5)"
}
}
}
}
}
);
}
}
|
