Hugging Face's logo

jayanthspratap
/
2024_08_15_swinv2-base-patch4-window8-256

TensorBoard
Safetensors
swinv2
Generated from Trainer
Eval Results
Model card Files Metrics Community
2024_08_15_swinv2-base-patch4-window8-256
File size: 4,464 Bytes 
1fb5e23
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
 
{
  "best_metric": 0.8181818181818182,
  "best_model_checkpoint": "2024_08_15_swinv2-base-patch4-window8-256/checkpoint-174",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 174,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.11494252873563218,
      "grad_norm": 40.21982192993164,
      "learning_rate": 5.555555555555557e-06,
      "loss": 0.369,
      "step": 10
    },
    {
      "epoch": 0.22988505747126436,
      "grad_norm": 31.26569175720215,
      "learning_rate": 9.871794871794872e-06,
      "loss": 0.5608,
      "step": 20
    },
    {
      "epoch": 0.3448275862068966,
      "grad_norm": 24.969097137451172,
      "learning_rate": 9.230769230769232e-06,
      "loss": 0.8375,
      "step": 30
    },
    {
      "epoch": 0.45977011494252873,
      "grad_norm": 3.7851438522338867,
      "learning_rate": 8.58974358974359e-06,
      "loss": 0.4851,
      "step": 40
    },
    {
      "epoch": 0.5747126436781609,
      "grad_norm": 3.543433904647827,
      "learning_rate": 7.948717948717949e-06,
      "loss": 0.507,
      "step": 50
    },
    {
      "epoch": 0.6896551724137931,
      "grad_norm": 3.535554885864258,
      "learning_rate": 7.307692307692308e-06,
      "loss": 0.4749,
      "step": 60
    },
    {
      "epoch": 0.8045977011494253,
      "grad_norm": 3.087676763534546,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.2292,
      "step": 70
    },
    {
      "epoch": 0.9195402298850575,
      "grad_norm": 16.41364288330078,
      "learning_rate": 6.025641025641026e-06,
      "loss": 0.4908,
      "step": 80
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7954545454545454,
      "eval_loss": 0.48821794986724854,
      "eval_runtime": 28.1268,
      "eval_samples_per_second": 3.129,
      "eval_steps_per_second": 3.129,
      "step": 87
    },
    {
      "epoch": 1.0344827586206897,
      "grad_norm": 21.090808868408203,
      "learning_rate": 5.384615384615385e-06,
      "loss": 0.2291,
      "step": 90
    },
    {
      "epoch": 1.1494252873563218,
      "grad_norm": 48.51396179199219,
      "learning_rate": 4.743589743589744e-06,
      "loss": 0.5361,
      "step": 100
    },
    {
      "epoch": 1.264367816091954,
      "grad_norm": 1.5283576250076294,
      "learning_rate": 4.102564102564103e-06,
      "loss": 0.4894,
      "step": 110
    },
    {
      "epoch": 1.3793103448275863,
      "grad_norm": 2.1673336029052734,
      "learning_rate": 3.4615384615384617e-06,
      "loss": 0.444,
      "step": 120
    },
    {
      "epoch": 1.4942528735632183,
      "grad_norm": 1.3773008584976196,
      "learning_rate": 2.8205128205128207e-06,
      "loss": 0.2406,
      "step": 130
    },
    {
      "epoch": 1.6091954022988506,
      "grad_norm": 4.856438636779785,
      "learning_rate": 2.1794871794871797e-06,
      "loss": 0.4014,
      "step": 140
    },
    {
      "epoch": 1.7241379310344827,
      "grad_norm": 22.820289611816406,
      "learning_rate": 1.5384615384615387e-06,
      "loss": 0.8933,
      "step": 150
    },
    {
      "epoch": 1.839080459770115,
      "grad_norm": 47.16185760498047,
      "learning_rate": 8.974358974358975e-07,
      "loss": 0.319,
      "step": 160
    },
    {
      "epoch": 1.9540229885057472,
      "grad_norm": 4.938830375671387,
      "learning_rate": 2.564102564102564e-07,
      "loss": 1.0014,
      "step": 170
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_loss": 0.49721577763557434,
      "eval_runtime": 28.8569,
      "eval_samples_per_second": 3.05,
      "eval_steps_per_second": 3.05,
      "step": 174
    },
    {
      "epoch": 2.0,
      "step": 174,
      "total_flos": 7.134454803647693e+16,
      "train_loss": 0.4921485822776268,
      "train_runtime": 389.2579,
      "train_samples_per_second": 1.788,
      "train_steps_per_second": 0.447
    }
  ],
  "logging_steps": 10,
  "max_steps": 174,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 7.134454803647693e+16,
  "train_batch_size": 1,
  "trial_name": null,
  "trial_params": null
}