File size: 3,019 Bytes
65db579
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
{
  "custom_cnn": {
    "accuracy": 0.987603305785124,
    "best_val_acc": 0.9875904860392968,
    "latency": {
      "p50_ms": 5.963435500007108,
      "p95_ms": 9.110618399722624,
      "p99_ms": 10.40525975995024,
      "mean_ms": 6.288426963996244
    },
    "size_mb": 1.4919853210449219,
    "training_time_s": 1274.0920922756195,
    "per_class": {
      "cs2": {
        "precision": 0.984472049689441,
        "recall": 0.984472049689441,
        "f1-score": 0.984472049689441,
        "support": 322.0
      },
      "dota2": {
        "precision": 0.9868852459016394,
        "recall": 1.0,
        "f1-score": 0.9933993399339934,
        "support": 301.0
      },
      "valorant": {
        "precision": 0.9912023460410557,
        "recall": 0.9797101449275363,
        "f1-score": 0.9854227405247813,
        "support": 345.0
      },
      "accuracy": 0.987603305785124,
      "macro avg": {
        "precision": 0.9875198805440454,
        "recall": 0.9880607315389924,
        "f1-score": 0.9877647100494052,
        "support": 968.0
      },
      "weighted avg": {
        "precision": 0.9876211450418985,
        "recall": 0.987603305785124,
        "f1-score": 0.9875868252078321,
        "support": 968.0
      }
    },
    "confusion_matrix": [
      [
        317,
        2,
        3
      ],
      [
        0,
        301,
        0
      ],
      [
        5,
        2,
        338
      ]
    ]
  },
  "mobilenet_v3_small": {
    "accuracy": 0.9927685950413223,
    "best_val_acc": 0.9896587383660806,
    "latency": {
      "p50_ms": 9.73018099989531,
      "p95_ms": 13.665600600052127,
      "p99_ms": 16.87989279018893,
      "mean_ms": 10.156020676015032
    },
    "size_mb": 5.848354339599609,
    "training_time_s": 240.3431854248047,
    "per_class": {
      "cs2": {
        "precision": 0.981651376146789,
        "recall": 0.9968944099378882,
        "f1-score": 0.9892141756548536,
        "support": 322.0
      },
      "dota2": {
        "precision": 1.0,
        "recall": 1.0,
        "f1-score": 1.0,
        "support": 301.0
      },
      "valorant": {
        "precision": 0.9970588235294118,
        "recall": 0.9826086956521739,
        "f1-score": 0.9897810218978103,
        "support": 345.0
      },
      "accuracy": 0.9927685950413223,
      "macro avg": {
        "precision": 0.992903399892067,
        "recall": 0.9931677018633541,
        "f1-score": 0.9929983991842213,
        "support": 968.0
      },
      "weighted avg": {
        "precision": 0.9928481789637532,
        "recall": 0.9927685950413223,
        "f1-score": 0.9927700590037265,
        "support": 968.0
      }
    },
    "confusion_matrix": [
      [
        321,
        0,
        1
      ],
      [
        0,
        301,
        0
      ],
      [
        6,
        0,
        339
      ]
    ]
  },
  "winner": "mobilenet_v3_small",
  "class_names": [
    "cs2",
    "dota2",
    "valorant"
  ],
  "seed": 42,
  "image_size": 224,
  "split": [
    0.7,
    0.15,
    0.15
  ]
}