LastTransformer commited on
Commit
e7ec92e
·
verified ·
1 Parent(s): 6ce57bf

End of training

Browse files
Files changed (4) hide show
  1. README.md +65 -0
  2. config.json +228 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: other
4
+ base_model: google/mobilenet_v2_1.0_224
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
+ model-index:
10
+ - name: results
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # results
18
+
19
+ This model is a fine-tuned version of [google/mobilenet_v2_1.0_224](https://huggingface.co/google/mobilenet_v2_1.0_224) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 1.0019
22
+ - Accuracy: 0.7151
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 0.00023769336048631227
42
+ - train_batch_size: 32
43
+ - eval_batch_size: 8
44
+ - seed: 42
45
+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
46
+ - lr_scheduler_type: linear
47
+ - num_epochs: 5
48
+
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | 1.2354 | 1.0 | 1563 | 1.0944 | 0.7300 |
54
+ | 0.8403 | 2.0 | 3126 | 1.0387 | 0.7400 |
55
+ | 0.5246 | 3.0 | 4689 | 0.9588 | 0.7400 |
56
+ | 0.3101 | 4.0 | 6252 | 0.9053 | 0.7300 |
57
+ | 0.1642 | 5.0 | 7815 | 0.9296 | 0.7300 |
58
+
59
+
60
+ ### Framework versions
61
+
62
+ - Transformers 4.51.3
63
+ - Pytorch 2.6.0+cu124
64
+ - Datasets 3.5.1
65
+ - Tokenizers 0.21.1
config.json ADDED
@@ -0,0 +1,228 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "MobileNetV2ForImageClassification"
4
+ ],
5
+ "classifier_dropout_prob": 0.2,
6
+ "depth_divisible_by": 8,
7
+ "depth_multiplier": 1.0,
8
+ "expand_ratio": 6,
9
+ "finegrained_output": true,
10
+ "first_layer_is_expansion": true,
11
+ "hidden_act": "relu6",
12
+ "id2label": {
13
+ "0": "LABEL_0",
14
+ "1": "LABEL_1",
15
+ "2": "LABEL_2",
16
+ "3": "LABEL_3",
17
+ "4": "LABEL_4",
18
+ "5": "LABEL_5",
19
+ "6": "LABEL_6",
20
+ "7": "LABEL_7",
21
+ "8": "LABEL_8",
22
+ "9": "LABEL_9",
23
+ "10": "LABEL_10",
24
+ "11": "LABEL_11",
25
+ "12": "LABEL_12",
26
+ "13": "LABEL_13",
27
+ "14": "LABEL_14",
28
+ "15": "LABEL_15",
29
+ "16": "LABEL_16",
30
+ "17": "LABEL_17",
31
+ "18": "LABEL_18",
32
+ "19": "LABEL_19",
33
+ "20": "LABEL_20",
34
+ "21": "LABEL_21",
35
+ "22": "LABEL_22",
36
+ "23": "LABEL_23",
37
+ "24": "LABEL_24",
38
+ "25": "LABEL_25",
39
+ "26": "LABEL_26",
40
+ "27": "LABEL_27",
41
+ "28": "LABEL_28",
42
+ "29": "LABEL_29",
43
+ "30": "LABEL_30",
44
+ "31": "LABEL_31",
45
+ "32": "LABEL_32",
46
+ "33": "LABEL_33",
47
+ "34": "LABEL_34",
48
+ "35": "LABEL_35",
49
+ "36": "LABEL_36",
50
+ "37": "LABEL_37",
51
+ "38": "LABEL_38",
52
+ "39": "LABEL_39",
53
+ "40": "LABEL_40",
54
+ "41": "LABEL_41",
55
+ "42": "LABEL_42",
56
+ "43": "LABEL_43",
57
+ "44": "LABEL_44",
58
+ "45": "LABEL_45",
59
+ "46": "LABEL_46",
60
+ "47": "LABEL_47",
61
+ "48": "LABEL_48",
62
+ "49": "LABEL_49",
63
+ "50": "LABEL_50",
64
+ "51": "LABEL_51",
65
+ "52": "LABEL_52",
66
+ "53": "LABEL_53",
67
+ "54": "LABEL_54",
68
+ "55": "LABEL_55",
69
+ "56": "LABEL_56",
70
+ "57": "LABEL_57",
71
+ "58": "LABEL_58",
72
+ "59": "LABEL_59",
73
+ "60": "LABEL_60",
74
+ "61": "LABEL_61",
75
+ "62": "LABEL_62",
76
+ "63": "LABEL_63",
77
+ "64": "LABEL_64",
78
+ "65": "LABEL_65",
79
+ "66": "LABEL_66",
80
+ "67": "LABEL_67",
81
+ "68": "LABEL_68",
82
+ "69": "LABEL_69",
83
+ "70": "LABEL_70",
84
+ "71": "LABEL_71",
85
+ "72": "LABEL_72",
86
+ "73": "LABEL_73",
87
+ "74": "LABEL_74",
88
+ "75": "LABEL_75",
89
+ "76": "LABEL_76",
90
+ "77": "LABEL_77",
91
+ "78": "LABEL_78",
92
+ "79": "LABEL_79",
93
+ "80": "LABEL_80",
94
+ "81": "LABEL_81",
95
+ "82": "LABEL_82",
96
+ "83": "LABEL_83",
97
+ "84": "LABEL_84",
98
+ "85": "LABEL_85",
99
+ "86": "LABEL_86",
100
+ "87": "LABEL_87",
101
+ "88": "LABEL_88",
102
+ "89": "LABEL_89",
103
+ "90": "LABEL_90",
104
+ "91": "LABEL_91",
105
+ "92": "LABEL_92",
106
+ "93": "LABEL_93",
107
+ "94": "LABEL_94",
108
+ "95": "LABEL_95",
109
+ "96": "LABEL_96",
110
+ "97": "LABEL_97",
111
+ "98": "LABEL_98",
112
+ "99": "LABEL_99"
113
+ },
114
+ "image_size": 224,
115
+ "initializer_range": 0.02,
116
+ "label2id": {
117
+ "LABEL_0": 0,
118
+ "LABEL_1": 1,
119
+ "LABEL_10": 10,
120
+ "LABEL_11": 11,
121
+ "LABEL_12": 12,
122
+ "LABEL_13": 13,
123
+ "LABEL_14": 14,
124
+ "LABEL_15": 15,
125
+ "LABEL_16": 16,
126
+ "LABEL_17": 17,
127
+ "LABEL_18": 18,
128
+ "LABEL_19": 19,
129
+ "LABEL_2": 2,
130
+ "LABEL_20": 20,
131
+ "LABEL_21": 21,
132
+ "LABEL_22": 22,
133
+ "LABEL_23": 23,
134
+ "LABEL_24": 24,
135
+ "LABEL_25": 25,
136
+ "LABEL_26": 26,
137
+ "LABEL_27": 27,
138
+ "LABEL_28": 28,
139
+ "LABEL_29": 29,
140
+ "LABEL_3": 3,
141
+ "LABEL_30": 30,
142
+ "LABEL_31": 31,
143
+ "LABEL_32": 32,
144
+ "LABEL_33": 33,
145
+ "LABEL_34": 34,
146
+ "LABEL_35": 35,
147
+ "LABEL_36": 36,
148
+ "LABEL_37": 37,
149
+ "LABEL_38": 38,
150
+ "LABEL_39": 39,
151
+ "LABEL_4": 4,
152
+ "LABEL_40": 40,
153
+ "LABEL_41": 41,
154
+ "LABEL_42": 42,
155
+ "LABEL_43": 43,
156
+ "LABEL_44": 44,
157
+ "LABEL_45": 45,
158
+ "LABEL_46": 46,
159
+ "LABEL_47": 47,
160
+ "LABEL_48": 48,
161
+ "LABEL_49": 49,
162
+ "LABEL_5": 5,
163
+ "LABEL_50": 50,
164
+ "LABEL_51": 51,
165
+ "LABEL_52": 52,
166
+ "LABEL_53": 53,
167
+ "LABEL_54": 54,
168
+ "LABEL_55": 55,
169
+ "LABEL_56": 56,
170
+ "LABEL_57": 57,
171
+ "LABEL_58": 58,
172
+ "LABEL_59": 59,
173
+ "LABEL_6": 6,
174
+ "LABEL_60": 60,
175
+ "LABEL_61": 61,
176
+ "LABEL_62": 62,
177
+ "LABEL_63": 63,
178
+ "LABEL_64": 64,
179
+ "LABEL_65": 65,
180
+ "LABEL_66": 66,
181
+ "LABEL_67": 67,
182
+ "LABEL_68": 68,
183
+ "LABEL_69": 69,
184
+ "LABEL_7": 7,
185
+ "LABEL_70": 70,
186
+ "LABEL_71": 71,
187
+ "LABEL_72": 72,
188
+ "LABEL_73": 73,
189
+ "LABEL_74": 74,
190
+ "LABEL_75": 75,
191
+ "LABEL_76": 76,
192
+ "LABEL_77": 77,
193
+ "LABEL_78": 78,
194
+ "LABEL_79": 79,
195
+ "LABEL_8": 8,
196
+ "LABEL_80": 80,
197
+ "LABEL_81": 81,
198
+ "LABEL_82": 82,
199
+ "LABEL_83": 83,
200
+ "LABEL_84": 84,
201
+ "LABEL_85": 85,
202
+ "LABEL_86": 86,
203
+ "LABEL_87": 87,
204
+ "LABEL_88": 88,
205
+ "LABEL_89": 89,
206
+ "LABEL_9": 9,
207
+ "LABEL_90": 90,
208
+ "LABEL_91": 91,
209
+ "LABEL_92": 92,
210
+ "LABEL_93": 93,
211
+ "LABEL_94": 94,
212
+ "LABEL_95": 95,
213
+ "LABEL_96": 96,
214
+ "LABEL_97": 97,
215
+ "LABEL_98": 98,
216
+ "LABEL_99": 99
217
+ },
218
+ "layer_norm_eps": 0.001,
219
+ "min_depth": 8,
220
+ "model_type": "mobilenet_v2",
221
+ "num_channels": 3,
222
+ "output_stride": 32,
223
+ "problem_type": "single_label_classification",
224
+ "semantic_loss_ignore_index": 255,
225
+ "tf_padding": true,
226
+ "torch_dtype": "float32",
227
+ "transformers_version": "4.51.3"
228
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9581551e2f6f35d7ee8b18540e5da61bd95ca597bf7f1195a489ad384ee6021f
3
+ size 9582368
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2a0f94c4e52767662d6004e6bbba20a5fb159a67533d2d90ee27d904736e4349
3
+ size 5304