dima806 commited on
Commit
52e1d9d
1 Parent(s): 5a5958a

Upload folder using huggingface_hub

Browse files
checkpoint-10100/config.json ADDED
@@ -0,0 +1,296 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/vit-base-patch16-224-in21k",
3
+ "architectures": [
4
+ "ViTForImageClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "encoder_stride": 16,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.0,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "tarragon",
13
+ "1": "blanketflowers",
14
+ "2": "coralbells",
15
+ "3": "tulips",
16
+ "4": "daffodils",
17
+ "5": "peas",
18
+ "6": "garlic",
19
+ "7": "sunroots",
20
+ "8": "milkweed",
21
+ "9": "celery",
22
+ "10": "dill",
23
+ "11": "phlox",
24
+ "12": "peonies",
25
+ "13": "coneflowers",
26
+ "14": "beets",
27
+ "15": "beans",
28
+ "16": "onions",
29
+ "17": "bellflowers",
30
+ "18": "delphiniums",
31
+ "19": "oleanders",
32
+ "20": "roseofsharon",
33
+ "21": "cantaloupes",
34
+ "22": "deadnettles",
35
+ "23": "viburnums",
36
+ "24": "dianthus",
37
+ "25": "peaches",
38
+ "26": "aloes",
39
+ "27": "parsley",
40
+ "28": "penstemon",
41
+ "29": "thyme",
42
+ "30": "citrus",
43
+ "31": "bleeding-hearts",
44
+ "32": "dogwoods",
45
+ "33": "black-eyed-susans",
46
+ "34": "petunias",
47
+ "35": "jujubes",
48
+ "36": "arborvitaes",
49
+ "37": "lilies",
50
+ "38": "crinums",
51
+ "39": "catmints",
52
+ "40": "astilbe",
53
+ "41": "beautyberries",
54
+ "42": "beebalms",
55
+ "43": "foxgloves",
56
+ "44": "gladiolus",
57
+ "45": "plums",
58
+ "46": "vitis",
59
+ "47": "ninebarks",
60
+ "48": "lettuces",
61
+ "49": "poppies",
62
+ "50": "smoketrees",
63
+ "51": "irises",
64
+ "52": "cilantro",
65
+ "53": "artichokes",
66
+ "54": "lambsears",
67
+ "55": "butterworts",
68
+ "56": "babysbreath",
69
+ "57": "cucurbits",
70
+ "58": "plumerias",
71
+ "59": "liatris",
72
+ "60": "carrots",
73
+ "61": "crepe-myrtles",
74
+ "62": "oregano",
75
+ "63": "ilex",
76
+ "64": "butterflybushes",
77
+ "65": "sage",
78
+ "66": "baptisia",
79
+ "67": "sempervivum",
80
+ "68": "asparagus",
81
+ "69": "radishes",
82
+ "70": "parsnips",
83
+ "71": "hibiscus",
84
+ "72": "rhododendrons",
85
+ "73": "potatoes",
86
+ "74": "hydrangeas",
87
+ "75": "swisschard",
88
+ "76": "cannas",
89
+ "77": "brassicas",
90
+ "78": "rubus",
91
+ "79": "columbines",
92
+ "80": "echeverias",
93
+ "81": "okra",
94
+ "82": "aeoniums",
95
+ "83": "yarrows",
96
+ "84": "roses",
97
+ "85": "basil",
98
+ "86": "spiraeas",
99
+ "87": "caladiums",
100
+ "88": "spinach",
101
+ "89": "wisterias",
102
+ "90": "cherries",
103
+ "91": "marjoram",
104
+ "92": "hyacinths",
105
+ "93": "rhubarbs",
106
+ "94": "tickseeds",
107
+ "95": "perovskia",
108
+ "96": "crocus",
109
+ "97": "mints",
110
+ "98": "heavenly-bamboos",
111
+ "99": "agaves",
112
+ "100": "pears",
113
+ "101": "dudleyas",
114
+ "102": "pachypodiums",
115
+ "103": "mockoranges",
116
+ "104": "asters",
117
+ "105": "geraniums",
118
+ "106": "mammillarias",
119
+ "107": "cucumbers",
120
+ "108": "veronicas",
121
+ "109": "turnips",
122
+ "110": "peppers",
123
+ "111": "hardyhibiscuses",
124
+ "112": "morning-glories",
125
+ "113": "gardenias",
126
+ "114": "ribes",
127
+ "115": "loniceras",
128
+ "116": "eggplants",
129
+ "117": "hostas",
130
+ "118": "chlorophytums",
131
+ "119": "chives",
132
+ "120": "tomatoes",
133
+ "121": "lilacs",
134
+ "122": "leeks",
135
+ "123": "shastadaisies",
136
+ "124": "apricots",
137
+ "125": "apples",
138
+ "126": "strawberries",
139
+ "127": "salvias",
140
+ "128": "sedums",
141
+ "129": "corn",
142
+ "130": "daylilies",
143
+ "131": "figs",
144
+ "132": "dahlias",
145
+ "133": "sweetpotatoes"
146
+ },
147
+ "image_size": 224,
148
+ "initializer_range": 0.02,
149
+ "intermediate_size": 3072,
150
+ "label2id": {
151
+ "aeoniums": 82,
152
+ "agaves": 99,
153
+ "aloes": 26,
154
+ "apples": 125,
155
+ "apricots": 124,
156
+ "arborvitaes": 36,
157
+ "artichokes": 53,
158
+ "asparagus": 68,
159
+ "asters": 104,
160
+ "astilbe": 40,
161
+ "babysbreath": 56,
162
+ "baptisia": 66,
163
+ "basil": 85,
164
+ "beans": 15,
165
+ "beautyberries": 41,
166
+ "beebalms": 42,
167
+ "beets": 14,
168
+ "bellflowers": 17,
169
+ "black-eyed-susans": 33,
170
+ "blanketflowers": 1,
171
+ "bleeding-hearts": 31,
172
+ "brassicas": 77,
173
+ "butterflybushes": 64,
174
+ "butterworts": 55,
175
+ "caladiums": 87,
176
+ "cannas": 76,
177
+ "cantaloupes": 21,
178
+ "carrots": 60,
179
+ "catmints": 39,
180
+ "celery": 9,
181
+ "cherries": 90,
182
+ "chives": 119,
183
+ "chlorophytums": 118,
184
+ "cilantro": 52,
185
+ "citrus": 30,
186
+ "columbines": 79,
187
+ "coneflowers": 13,
188
+ "coralbells": 2,
189
+ "corn": 129,
190
+ "crepe-myrtles": 61,
191
+ "crinums": 38,
192
+ "crocus": 96,
193
+ "cucumbers": 107,
194
+ "cucurbits": 57,
195
+ "daffodils": 4,
196
+ "dahlias": 132,
197
+ "daylilies": 130,
198
+ "deadnettles": 22,
199
+ "delphiniums": 18,
200
+ "dianthus": 24,
201
+ "dill": 10,
202
+ "dogwoods": 32,
203
+ "dudleyas": 101,
204
+ "echeverias": 80,
205
+ "eggplants": 116,
206
+ "figs": 131,
207
+ "foxgloves": 43,
208
+ "gardenias": 113,
209
+ "garlic": 6,
210
+ "geraniums": 105,
211
+ "gladiolus": 44,
212
+ "hardyhibiscuses": 111,
213
+ "heavenly-bamboos": 98,
214
+ "hibiscus": 71,
215
+ "hostas": 117,
216
+ "hyacinths": 92,
217
+ "hydrangeas": 74,
218
+ "ilex": 63,
219
+ "irises": 51,
220
+ "jujubes": 35,
221
+ "lambsears": 54,
222
+ "leeks": 122,
223
+ "lettuces": 48,
224
+ "liatris": 59,
225
+ "lilacs": 121,
226
+ "lilies": 37,
227
+ "loniceras": 115,
228
+ "mammillarias": 106,
229
+ "marjoram": 91,
230
+ "milkweed": 8,
231
+ "mints": 97,
232
+ "mockoranges": 103,
233
+ "morning-glories": 112,
234
+ "ninebarks": 47,
235
+ "okra": 81,
236
+ "oleanders": 19,
237
+ "onions": 16,
238
+ "oregano": 62,
239
+ "pachypodiums": 102,
240
+ "parsley": 27,
241
+ "parsnips": 70,
242
+ "peaches": 25,
243
+ "pears": 100,
244
+ "peas": 5,
245
+ "penstemon": 28,
246
+ "peonies": 12,
247
+ "peppers": 110,
248
+ "perovskia": 95,
249
+ "petunias": 34,
250
+ "phlox": 11,
251
+ "plumerias": 58,
252
+ "plums": 45,
253
+ "poppies": 49,
254
+ "potatoes": 73,
255
+ "radishes": 69,
256
+ "rhododendrons": 72,
257
+ "rhubarbs": 93,
258
+ "ribes": 114,
259
+ "roseofsharon": 20,
260
+ "roses": 84,
261
+ "rubus": 78,
262
+ "sage": 65,
263
+ "salvias": 127,
264
+ "sedums": 128,
265
+ "sempervivum": 67,
266
+ "shastadaisies": 123,
267
+ "smoketrees": 50,
268
+ "spinach": 88,
269
+ "spiraeas": 86,
270
+ "strawberries": 126,
271
+ "sunroots": 7,
272
+ "sweetpotatoes": 133,
273
+ "swisschard": 75,
274
+ "tarragon": 0,
275
+ "thyme": 29,
276
+ "tickseeds": 94,
277
+ "tomatoes": 120,
278
+ "tulips": 3,
279
+ "turnips": 109,
280
+ "veronicas": 108,
281
+ "viburnums": 23,
282
+ "vitis": 46,
283
+ "wisterias": 89,
284
+ "yarrows": 83
285
+ },
286
+ "layer_norm_eps": 1e-12,
287
+ "model_type": "vit",
288
+ "num_attention_heads": 12,
289
+ "num_channels": 3,
290
+ "num_hidden_layers": 12,
291
+ "patch_size": 16,
292
+ "problem_type": "single_label_classification",
293
+ "qkv_bias": true,
294
+ "torch_dtype": "float32",
295
+ "transformers_version": "4.33.3"
296
+ }
checkpoint-10100/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:11687db96d0832eafb1d9ad0246d314ae38d07a23b56f5f64685f03d1ecfcf14
3
+ size 687380485
checkpoint-10100/preprocessor_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "do_rescale": true,
4
+ "do_resize": true,
5
+ "image_mean": [
6
+ 0.5,
7
+ 0.5,
8
+ 0.5
9
+ ],
10
+ "image_processor_type": "ViTImageProcessor",
11
+ "image_std": [
12
+ 0.5,
13
+ 0.5,
14
+ 0.5
15
+ ],
16
+ "resample": 2,
17
+ "rescale_factor": 0.00392156862745098,
18
+ "size": {
19
+ "height": 224,
20
+ "width": 224
21
+ }
22
+ }
checkpoint-10100/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96b10b148689ba4debd9a4dd1ef98de62134ebcfc6f66812a18d69ace6233fec
3
+ size 343674733
checkpoint-10100/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:228e348458999e9695b23096ea002213fad9e0e5ab9591f0bd47062910a70250
3
+ size 14575
checkpoint-10100/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d3b7eb72aa5a18837054dc8fd0c2d7ac23d0cf213dd9f2176d58020cd739fa4a
3
+ size 627
checkpoint-10100/trainer_state.json ADDED
@@ -0,0 +1,319 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 1.5017073154449463,
3
+ "best_model_checkpoint": "flower_groups_image_detection/checkpoint-10100",
4
+ "epoch": 20.0,
5
+ "eval_steps": 500,
6
+ "global_step": 10100,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.99,
13
+ "learning_rate": 9.552238805970149e-06,
14
+ "loss": 4.6462,
15
+ "step": 500
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.37973742878375033,
20
+ "eval_loss": 4.430595397949219,
21
+ "eval_runtime": 39.1113,
22
+ "eval_samples_per_second": 103.218,
23
+ "eval_steps_per_second": 12.912,
24
+ "step": 505
25
+ },
26
+ {
27
+ "epoch": 1.98,
28
+ "learning_rate": 9.054726368159204e-06,
29
+ "loss": 4.1067,
30
+ "step": 1000
31
+ },
32
+ {
33
+ "epoch": 2.0,
34
+ "eval_accuracy": 0.5352984889769631,
35
+ "eval_loss": 3.9689955711364746,
36
+ "eval_runtime": 38.8252,
37
+ "eval_samples_per_second": 103.979,
38
+ "eval_steps_per_second": 13.007,
39
+ "step": 1010
40
+ },
41
+ {
42
+ "epoch": 2.97,
43
+ "learning_rate": 8.557213930348259e-06,
44
+ "loss": 3.6523,
45
+ "step": 1500
46
+ },
47
+ {
48
+ "epoch": 3.0,
49
+ "eval_accuracy": 0.6160515234084717,
50
+ "eval_loss": 3.579822540283203,
51
+ "eval_runtime": 38.9739,
52
+ "eval_samples_per_second": 103.582,
53
+ "eval_steps_per_second": 12.957,
54
+ "step": 1515
55
+ },
56
+ {
57
+ "epoch": 3.96,
58
+ "learning_rate": 8.059701492537314e-06,
59
+ "loss": 3.2819,
60
+ "step": 2000
61
+ },
62
+ {
63
+ "epoch": 4.0,
64
+ "eval_accuracy": 0.6643547188506317,
65
+ "eval_loss": 3.252412796020508,
66
+ "eval_runtime": 38.8749,
67
+ "eval_samples_per_second": 103.846,
68
+ "eval_steps_per_second": 12.99,
69
+ "step": 2020
70
+ },
71
+ {
72
+ "epoch": 4.95,
73
+ "learning_rate": 7.5621890547263685e-06,
74
+ "loss": 2.9632,
75
+ "step": 2500
76
+ },
77
+ {
78
+ "epoch": 5.0,
79
+ "eval_accuracy": 0.7027495665097845,
80
+ "eval_loss": 2.9800004959106445,
81
+ "eval_runtime": 38.9479,
82
+ "eval_samples_per_second": 103.651,
83
+ "eval_steps_per_second": 12.966,
84
+ "step": 2525
85
+ },
86
+ {
87
+ "epoch": 5.94,
88
+ "learning_rate": 7.064676616915423e-06,
89
+ "loss": 2.6887,
90
+ "step": 3000
91
+ },
92
+ {
93
+ "epoch": 6.0,
94
+ "eval_accuracy": 0.7233093881595244,
95
+ "eval_loss": 2.730450391769409,
96
+ "eval_runtime": 39.2951,
97
+ "eval_samples_per_second": 102.735,
98
+ "eval_steps_per_second": 12.851,
99
+ "step": 3030
100
+ },
101
+ {
102
+ "epoch": 6.93,
103
+ "learning_rate": 6.567164179104478e-06,
104
+ "loss": 2.4502,
105
+ "step": 3500
106
+ },
107
+ {
108
+ "epoch": 7.0,
109
+ "eval_accuracy": 0.7413921228635125,
110
+ "eval_loss": 2.5192980766296387,
111
+ "eval_runtime": 39.3497,
112
+ "eval_samples_per_second": 102.593,
113
+ "eval_steps_per_second": 12.834,
114
+ "step": 3535
115
+ },
116
+ {
117
+ "epoch": 7.92,
118
+ "learning_rate": 6.069651741293533e-06,
119
+ "loss": 2.2326,
120
+ "step": 4000
121
+ },
122
+ {
123
+ "epoch": 8.0,
124
+ "eval_accuracy": 0.7619519445132524,
125
+ "eval_loss": 2.334770917892456,
126
+ "eval_runtime": 38.9071,
127
+ "eval_samples_per_second": 103.76,
128
+ "eval_steps_per_second": 12.98,
129
+ "step": 4040
130
+ },
131
+ {
132
+ "epoch": 8.91,
133
+ "learning_rate": 5.572139303482588e-06,
134
+ "loss": 2.05,
135
+ "step": 4500
136
+ },
137
+ {
138
+ "epoch": 9.0,
139
+ "eval_accuracy": 0.7674015357939064,
140
+ "eval_loss": 2.1747395992279053,
141
+ "eval_runtime": 39.2303,
142
+ "eval_samples_per_second": 102.905,
143
+ "eval_steps_per_second": 12.873,
144
+ "step": 4545
145
+ },
146
+ {
147
+ "epoch": 9.9,
148
+ "learning_rate": 5.074626865671642e-06,
149
+ "loss": 1.8841,
150
+ "step": 5000
151
+ },
152
+ {
153
+ "epoch": 10.0,
154
+ "eval_accuracy": 0.7812732226901165,
155
+ "eval_loss": 2.037976026535034,
156
+ "eval_runtime": 38.9814,
157
+ "eval_samples_per_second": 103.562,
158
+ "eval_steps_per_second": 12.955,
159
+ "step": 5050
160
+ },
161
+ {
162
+ "epoch": 10.89,
163
+ "learning_rate": 4.577114427860697e-06,
164
+ "loss": 1.7503,
165
+ "step": 5500
166
+ },
167
+ {
168
+ "epoch": 11.0,
169
+ "eval_accuracy": 0.7874659400544959,
170
+ "eval_loss": 1.9241634607315063,
171
+ "eval_runtime": 39.645,
172
+ "eval_samples_per_second": 101.829,
173
+ "eval_steps_per_second": 12.738,
174
+ "step": 5555
175
+ },
176
+ {
177
+ "epoch": 11.88,
178
+ "learning_rate": 4.079601990049751e-06,
179
+ "loss": 1.6253,
180
+ "step": 6000
181
+ },
182
+ {
183
+ "epoch": 12.0,
184
+ "eval_accuracy": 0.793163240029725,
185
+ "eval_loss": 1.8279324769973755,
186
+ "eval_runtime": 39.1015,
187
+ "eval_samples_per_second": 103.244,
188
+ "eval_steps_per_second": 12.915,
189
+ "step": 6060
190
+ },
191
+ {
192
+ "epoch": 12.87,
193
+ "learning_rate": 3.582089552238806e-06,
194
+ "loss": 1.5268,
195
+ "step": 6500
196
+ },
197
+ {
198
+ "epoch": 13.0,
199
+ "eval_accuracy": 0.8005945008669805,
200
+ "eval_loss": 1.7480475902557373,
201
+ "eval_runtime": 39.0157,
202
+ "eval_samples_per_second": 103.471,
203
+ "eval_steps_per_second": 12.944,
204
+ "step": 6565
205
+ },
206
+ {
207
+ "epoch": 13.86,
208
+ "learning_rate": 3.0845771144278608e-06,
209
+ "loss": 1.4481,
210
+ "step": 7000
211
+ },
212
+ {
213
+ "epoch": 14.0,
214
+ "eval_accuracy": 0.8023284617290067,
215
+ "eval_loss": 1.67815363407135,
216
+ "eval_runtime": 38.92,
217
+ "eval_samples_per_second": 103.726,
218
+ "eval_steps_per_second": 12.975,
219
+ "step": 7070
220
+ },
221
+ {
222
+ "epoch": 14.85,
223
+ "learning_rate": 2.5870646766169156e-06,
224
+ "loss": 1.354,
225
+ "step": 7500
226
+ },
227
+ {
228
+ "epoch": 15.0,
229
+ "eval_accuracy": 0.8045578399801833,
230
+ "eval_loss": 1.6218925714492798,
231
+ "eval_runtime": 39.3854,
232
+ "eval_samples_per_second": 102.5,
233
+ "eval_steps_per_second": 12.822,
234
+ "step": 7575
235
+ },
236
+ {
237
+ "epoch": 15.84,
238
+ "learning_rate": 2.08955223880597e-06,
239
+ "loss": 1.3135,
240
+ "step": 8000
241
+ },
242
+ {
243
+ "epoch": 16.0,
244
+ "eval_accuracy": 0.808273470398811,
245
+ "eval_loss": 1.5784657001495361,
246
+ "eval_runtime": 39.5015,
247
+ "eval_samples_per_second": 102.199,
248
+ "eval_steps_per_second": 12.784,
249
+ "step": 8080
250
+ },
251
+ {
252
+ "epoch": 16.83,
253
+ "learning_rate": 1.592039800995025e-06,
254
+ "loss": 1.2468,
255
+ "step": 8500
256
+ },
257
+ {
258
+ "epoch": 17.0,
259
+ "eval_accuracy": 0.8102551399554124,
260
+ "eval_loss": 1.5451480150222778,
261
+ "eval_runtime": 39.2102,
262
+ "eval_samples_per_second": 102.958,
263
+ "eval_steps_per_second": 12.879,
264
+ "step": 8585
265
+ },
266
+ {
267
+ "epoch": 17.82,
268
+ "learning_rate": 1.0945273631840796e-06,
269
+ "loss": 1.2171,
270
+ "step": 9000
271
+ },
272
+ {
273
+ "epoch": 18.0,
274
+ "eval_accuracy": 0.8119891008174387,
275
+ "eval_loss": 1.5213581323623657,
276
+ "eval_runtime": 38.9612,
277
+ "eval_samples_per_second": 103.616,
278
+ "eval_steps_per_second": 12.962,
279
+ "step": 9090
280
+ },
281
+ {
282
+ "epoch": 18.81,
283
+ "learning_rate": 5.970149253731343e-07,
284
+ "loss": 1.1976,
285
+ "step": 9500
286
+ },
287
+ {
288
+ "epoch": 19.0,
289
+ "eval_accuracy": 0.8114936834282883,
290
+ "eval_loss": 1.5058366060256958,
291
+ "eval_runtime": 39.2327,
292
+ "eval_samples_per_second": 102.899,
293
+ "eval_steps_per_second": 12.872,
294
+ "step": 9595
295
+ },
296
+ {
297
+ "epoch": 19.8,
298
+ "learning_rate": 9.950248756218906e-08,
299
+ "loss": 1.1832,
300
+ "step": 10000
301
+ },
302
+ {
303
+ "epoch": 20.0,
304
+ "eval_accuracy": 0.8114936834282883,
305
+ "eval_loss": 1.5017073154449463,
306
+ "eval_runtime": 39.6297,
307
+ "eval_samples_per_second": 101.868,
308
+ "eval_steps_per_second": 12.743,
309
+ "step": 10100
310
+ }
311
+ ],
312
+ "logging_steps": 500,
313
+ "max_steps": 10100,
314
+ "num_train_epochs": 20,
315
+ "save_steps": 500,
316
+ "total_flos": 2.505642154385965e+19,
317
+ "trial_name": null,
318
+ "trial_params": null
319
+ }
checkpoint-10100/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f273236d42c6b40ddc503d30a0867390239af5b6277516fbe7ba23d9dc8338df
3
+ size 4027
config.json ADDED
@@ -0,0 +1,296 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/vit-base-patch16-224-in21k",
3
+ "architectures": [
4
+ "ViTForImageClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "encoder_stride": 16,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.0,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "tarragon",
13
+ "1": "blanketflowers",
14
+ "2": "coralbells",
15
+ "3": "tulips",
16
+ "4": "daffodils",
17
+ "5": "peas",
18
+ "6": "garlic",
19
+ "7": "sunroots",
20
+ "8": "milkweed",
21
+ "9": "celery",
22
+ "10": "dill",
23
+ "11": "phlox",
24
+ "12": "peonies",
25
+ "13": "coneflowers",
26
+ "14": "beets",
27
+ "15": "beans",
28
+ "16": "onions",
29
+ "17": "bellflowers",
30
+ "18": "delphiniums",
31
+ "19": "oleanders",
32
+ "20": "roseofsharon",
33
+ "21": "cantaloupes",
34
+ "22": "deadnettles",
35
+ "23": "viburnums",
36
+ "24": "dianthus",
37
+ "25": "peaches",
38
+ "26": "aloes",
39
+ "27": "parsley",
40
+ "28": "penstemon",
41
+ "29": "thyme",
42
+ "30": "citrus",
43
+ "31": "bleeding-hearts",
44
+ "32": "dogwoods",
45
+ "33": "black-eyed-susans",
46
+ "34": "petunias",
47
+ "35": "jujubes",
48
+ "36": "arborvitaes",
49
+ "37": "lilies",
50
+ "38": "crinums",
51
+ "39": "catmints",
52
+ "40": "astilbe",
53
+ "41": "beautyberries",
54
+ "42": "beebalms",
55
+ "43": "foxgloves",
56
+ "44": "gladiolus",
57
+ "45": "plums",
58
+ "46": "vitis",
59
+ "47": "ninebarks",
60
+ "48": "lettuces",
61
+ "49": "poppies",
62
+ "50": "smoketrees",
63
+ "51": "irises",
64
+ "52": "cilantro",
65
+ "53": "artichokes",
66
+ "54": "lambsears",
67
+ "55": "butterworts",
68
+ "56": "babysbreath",
69
+ "57": "cucurbits",
70
+ "58": "plumerias",
71
+ "59": "liatris",
72
+ "60": "carrots",
73
+ "61": "crepe-myrtles",
74
+ "62": "oregano",
75
+ "63": "ilex",
76
+ "64": "butterflybushes",
77
+ "65": "sage",
78
+ "66": "baptisia",
79
+ "67": "sempervivum",
80
+ "68": "asparagus",
81
+ "69": "radishes",
82
+ "70": "parsnips",
83
+ "71": "hibiscus",
84
+ "72": "rhododendrons",
85
+ "73": "potatoes",
86
+ "74": "hydrangeas",
87
+ "75": "swisschard",
88
+ "76": "cannas",
89
+ "77": "brassicas",
90
+ "78": "rubus",
91
+ "79": "columbines",
92
+ "80": "echeverias",
93
+ "81": "okra",
94
+ "82": "aeoniums",
95
+ "83": "yarrows",
96
+ "84": "roses",
97
+ "85": "basil",
98
+ "86": "spiraeas",
99
+ "87": "caladiums",
100
+ "88": "spinach",
101
+ "89": "wisterias",
102
+ "90": "cherries",
103
+ "91": "marjoram",
104
+ "92": "hyacinths",
105
+ "93": "rhubarbs",
106
+ "94": "tickseeds",
107
+ "95": "perovskia",
108
+ "96": "crocus",
109
+ "97": "mints",
110
+ "98": "heavenly-bamboos",
111
+ "99": "agaves",
112
+ "100": "pears",
113
+ "101": "dudleyas",
114
+ "102": "pachypodiums",
115
+ "103": "mockoranges",
116
+ "104": "asters",
117
+ "105": "geraniums",
118
+ "106": "mammillarias",
119
+ "107": "cucumbers",
120
+ "108": "veronicas",
121
+ "109": "turnips",
122
+ "110": "peppers",
123
+ "111": "hardyhibiscuses",
124
+ "112": "morning-glories",
125
+ "113": "gardenias",
126
+ "114": "ribes",
127
+ "115": "loniceras",
128
+ "116": "eggplants",
129
+ "117": "hostas",
130
+ "118": "chlorophytums",
131
+ "119": "chives",
132
+ "120": "tomatoes",
133
+ "121": "lilacs",
134
+ "122": "leeks",
135
+ "123": "shastadaisies",
136
+ "124": "apricots",
137
+ "125": "apples",
138
+ "126": "strawberries",
139
+ "127": "salvias",
140
+ "128": "sedums",
141
+ "129": "corn",
142
+ "130": "daylilies",
143
+ "131": "figs",
144
+ "132": "dahlias",
145
+ "133": "sweetpotatoes"
146
+ },
147
+ "image_size": 224,
148
+ "initializer_range": 0.02,
149
+ "intermediate_size": 3072,
150
+ "label2id": {
151
+ "aeoniums": 82,
152
+ "agaves": 99,
153
+ "aloes": 26,
154
+ "apples": 125,
155
+ "apricots": 124,
156
+ "arborvitaes": 36,
157
+ "artichokes": 53,
158
+ "asparagus": 68,
159
+ "asters": 104,
160
+ "astilbe": 40,
161
+ "babysbreath": 56,
162
+ "baptisia": 66,
163
+ "basil": 85,
164
+ "beans": 15,
165
+ "beautyberries": 41,
166
+ "beebalms": 42,
167
+ "beets": 14,
168
+ "bellflowers": 17,
169
+ "black-eyed-susans": 33,
170
+ "blanketflowers": 1,
171
+ "bleeding-hearts": 31,
172
+ "brassicas": 77,
173
+ "butterflybushes": 64,
174
+ "butterworts": 55,
175
+ "caladiums": 87,
176
+ "cannas": 76,
177
+ "cantaloupes": 21,
178
+ "carrots": 60,
179
+ "catmints": 39,
180
+ "celery": 9,
181
+ "cherries": 90,
182
+ "chives": 119,
183
+ "chlorophytums": 118,
184
+ "cilantro": 52,
185
+ "citrus": 30,
186
+ "columbines": 79,
187
+ "coneflowers": 13,
188
+ "coralbells": 2,
189
+ "corn": 129,
190
+ "crepe-myrtles": 61,
191
+ "crinums": 38,
192
+ "crocus": 96,
193
+ "cucumbers": 107,
194
+ "cucurbits": 57,
195
+ "daffodils": 4,
196
+ "dahlias": 132,
197
+ "daylilies": 130,
198
+ "deadnettles": 22,
199
+ "delphiniums": 18,
200
+ "dianthus": 24,
201
+ "dill": 10,
202
+ "dogwoods": 32,
203
+ "dudleyas": 101,
204
+ "echeverias": 80,
205
+ "eggplants": 116,
206
+ "figs": 131,
207
+ "foxgloves": 43,
208
+ "gardenias": 113,
209
+ "garlic": 6,
210
+ "geraniums": 105,
211
+ "gladiolus": 44,
212
+ "hardyhibiscuses": 111,
213
+ "heavenly-bamboos": 98,
214
+ "hibiscus": 71,
215
+ "hostas": 117,
216
+ "hyacinths": 92,
217
+ "hydrangeas": 74,
218
+ "ilex": 63,
219
+ "irises": 51,
220
+ "jujubes": 35,
221
+ "lambsears": 54,
222
+ "leeks": 122,
223
+ "lettuces": 48,
224
+ "liatris": 59,
225
+ "lilacs": 121,
226
+ "lilies": 37,
227
+ "loniceras": 115,
228
+ "mammillarias": 106,
229
+ "marjoram": 91,
230
+ "milkweed": 8,
231
+ "mints": 97,
232
+ "mockoranges": 103,
233
+ "morning-glories": 112,
234
+ "ninebarks": 47,
235
+ "okra": 81,
236
+ "oleanders": 19,
237
+ "onions": 16,
238
+ "oregano": 62,
239
+ "pachypodiums": 102,
240
+ "parsley": 27,
241
+ "parsnips": 70,
242
+ "peaches": 25,
243
+ "pears": 100,
244
+ "peas": 5,
245
+ "penstemon": 28,
246
+ "peonies": 12,
247
+ "peppers": 110,
248
+ "perovskia": 95,
249
+ "petunias": 34,
250
+ "phlox": 11,
251
+ "plumerias": 58,
252
+ "plums": 45,
253
+ "poppies": 49,
254
+ "potatoes": 73,
255
+ "radishes": 69,
256
+ "rhododendrons": 72,
257
+ "rhubarbs": 93,
258
+ "ribes": 114,
259
+ "roseofsharon": 20,
260
+ "roses": 84,
261
+ "rubus": 78,
262
+ "sage": 65,
263
+ "salvias": 127,
264
+ "sedums": 128,
265
+ "sempervivum": 67,
266
+ "shastadaisies": 123,
267
+ "smoketrees": 50,
268
+ "spinach": 88,
269
+ "spiraeas": 86,
270
+ "strawberries": 126,
271
+ "sunroots": 7,
272
+ "sweetpotatoes": 133,
273
+ "swisschard": 75,
274
+ "tarragon": 0,
275
+ "thyme": 29,
276
+ "tickseeds": 94,
277
+ "tomatoes": 120,
278
+ "tulips": 3,
279
+ "turnips": 109,
280
+ "veronicas": 108,
281
+ "viburnums": 23,
282
+ "vitis": 46,
283
+ "wisterias": 89,
284
+ "yarrows": 83
285
+ },
286
+ "layer_norm_eps": 1e-12,
287
+ "model_type": "vit",
288
+ "num_attention_heads": 12,
289
+ "num_channels": 3,
290
+ "num_hidden_layers": 12,
291
+ "patch_size": 16,
292
+ "problem_type": "single_label_classification",
293
+ "qkv_bias": true,
294
+ "torch_dtype": "float32",
295
+ "transformers_version": "4.33.3"
296
+ }
preprocessor_config.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "do_rescale": true,
4
+ "do_resize": true,
5
+ "image_mean": [
6
+ 0.5,
7
+ 0.5,
8
+ 0.5
9
+ ],
10
+ "image_processor_type": "ViTImageProcessor",
11
+ "image_std": [
12
+ 0.5,
13
+ 0.5,
14
+ 0.5
15
+ ],
16
+ "resample": 2,
17
+ "rescale_factor": 0.00392156862745098,
18
+ "size": {
19
+ "height": 224,
20
+ "width": 224
21
+ }
22
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:96b10b148689ba4debd9a4dd1ef98de62134ebcfc6f66812a18d69ace6233fec
3
+ size 343674733
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f273236d42c6b40ddc503d30a0867390239af5b6277516fbe7ba23d9dc8338df
3
+ size 4027