Upload folder using huggingface_hub
Browse files- checkpoint-11250/config.json +228 -0
- checkpoint-11250/model.safetensors +3 -0
- checkpoint-11250/optimizer.pt +3 -0
- checkpoint-11250/preprocessor_config.json +22 -0
- checkpoint-11250/rng_state.pth +3 -0
- checkpoint-11250/scheduler.pt +3 -0
- checkpoint-11250/trainer_state.json +241 -0
- checkpoint-11250/training_args.bin +3 -0
- config.json +228 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
checkpoint-11250/config.json
ADDED
@@ -0,0 +1,228 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": "abiu",
|
13 |
+
"1": "acai",
|
14 |
+
"2": "acerola",
|
15 |
+
"3": "ackee",
|
16 |
+
"4": "ambarella",
|
17 |
+
"5": "apple",
|
18 |
+
"6": "apricot",
|
19 |
+
"7": "avocado",
|
20 |
+
"8": "banana",
|
21 |
+
"9": "barbadine",
|
22 |
+
"10": "barberry",
|
23 |
+
"11": "betel_nut",
|
24 |
+
"12": "bitter_gourd",
|
25 |
+
"13": "black_berry",
|
26 |
+
"14": "black_mullberry",
|
27 |
+
"15": "brazil_nut",
|
28 |
+
"16": "camu_camu",
|
29 |
+
"17": "cashew",
|
30 |
+
"18": "cempedak",
|
31 |
+
"19": "chenet",
|
32 |
+
"20": "cherimoya",
|
33 |
+
"21": "chico",
|
34 |
+
"22": "chokeberry",
|
35 |
+
"23": "cluster_fig",
|
36 |
+
"24": "coconut",
|
37 |
+
"25": "corn_kernel",
|
38 |
+
"26": "cranberry",
|
39 |
+
"27": "cupuacu",
|
40 |
+
"28": "custard_apple",
|
41 |
+
"29": "damson",
|
42 |
+
"30": "dewberry",
|
43 |
+
"31": "dragonfruit",
|
44 |
+
"32": "durian",
|
45 |
+
"33": "eggplant",
|
46 |
+
"34": "elderberry",
|
47 |
+
"35": "emblic",
|
48 |
+
"36": "feijoa",
|
49 |
+
"37": "fig",
|
50 |
+
"38": "finger_lime",
|
51 |
+
"39": "gooseberry",
|
52 |
+
"40": "goumi",
|
53 |
+
"41": "grape",
|
54 |
+
"42": "grapefruit",
|
55 |
+
"43": "greengage",
|
56 |
+
"44": "grenadilla",
|
57 |
+
"45": "guava",
|
58 |
+
"46": "hard_kiwi",
|
59 |
+
"47": "hawthorn",
|
60 |
+
"48": "hog_plum",
|
61 |
+
"49": "horned_melon",
|
62 |
+
"50": "indian_strawberry",
|
63 |
+
"51": "jaboticaba",
|
64 |
+
"52": "jackfruit",
|
65 |
+
"53": "jalapeno",
|
66 |
+
"54": "jamaica_cherry",
|
67 |
+
"55": "jambul",
|
68 |
+
"56": "jocote",
|
69 |
+
"57": "jujube",
|
70 |
+
"58": "kaffir_lime",
|
71 |
+
"59": "kumquat",
|
72 |
+
"60": "lablab",
|
73 |
+
"61": "langsat",
|
74 |
+
"62": "longan",
|
75 |
+
"63": "mabolo",
|
76 |
+
"64": "malay_apple",
|
77 |
+
"65": "mandarine",
|
78 |
+
"66": "mango",
|
79 |
+
"67": "mangosteen",
|
80 |
+
"68": "medlar",
|
81 |
+
"69": "mock_strawberry",
|
82 |
+
"70": "morinda",
|
83 |
+
"71": "mountain_soursop",
|
84 |
+
"72": "oil_palm",
|
85 |
+
"73": "olive",
|
86 |
+
"74": "otaheite_apple",
|
87 |
+
"75": "papaya",
|
88 |
+
"76": "passion_fruit",
|
89 |
+
"77": "pawpaw",
|
90 |
+
"78": "pea",
|
91 |
+
"79": "pineapple",
|
92 |
+
"80": "plumcot",
|
93 |
+
"81": "pomegranate",
|
94 |
+
"82": "prikly_pear",
|
95 |
+
"83": "quince",
|
96 |
+
"84": "rambutan",
|
97 |
+
"85": "raspberry",
|
98 |
+
"86": "redcurrant",
|
99 |
+
"87": "rose_hip",
|
100 |
+
"88": "rose_leaf_bramble",
|
101 |
+
"89": "salak",
|
102 |
+
"90": "santol",
|
103 |
+
"91": "sapodilla",
|
104 |
+
"92": "sea_buckthorn",
|
105 |
+
"93": "strawberry_guava",
|
106 |
+
"94": "sugar_apple",
|
107 |
+
"95": "taxus_baccata",
|
108 |
+
"96": "ugli_fruit",
|
109 |
+
"97": "white_currant",
|
110 |
+
"98": "yali_pear",
|
111 |
+
"99": "yellow_plum"
|
112 |
+
},
|
113 |
+
"image_size": 224,
|
114 |
+
"initializer_range": 0.02,
|
115 |
+
"intermediate_size": 3072,
|
116 |
+
"label2id": {
|
117 |
+
"abiu": 0,
|
118 |
+
"acai": 1,
|
119 |
+
"acerola": 2,
|
120 |
+
"ackee": 3,
|
121 |
+
"ambarella": 4,
|
122 |
+
"apple": 5,
|
123 |
+
"apricot": 6,
|
124 |
+
"avocado": 7,
|
125 |
+
"banana": 8,
|
126 |
+
"barbadine": 9,
|
127 |
+
"barberry": 10,
|
128 |
+
"betel_nut": 11,
|
129 |
+
"bitter_gourd": 12,
|
130 |
+
"black_berry": 13,
|
131 |
+
"black_mullberry": 14,
|
132 |
+
"brazil_nut": 15,
|
133 |
+
"camu_camu": 16,
|
134 |
+
"cashew": 17,
|
135 |
+
"cempedak": 18,
|
136 |
+
"chenet": 19,
|
137 |
+
"cherimoya": 20,
|
138 |
+
"chico": 21,
|
139 |
+
"chokeberry": 22,
|
140 |
+
"cluster_fig": 23,
|
141 |
+
"coconut": 24,
|
142 |
+
"corn_kernel": 25,
|
143 |
+
"cranberry": 26,
|
144 |
+
"cupuacu": 27,
|
145 |
+
"custard_apple": 28,
|
146 |
+
"damson": 29,
|
147 |
+
"dewberry": 30,
|
148 |
+
"dragonfruit": 31,
|
149 |
+
"durian": 32,
|
150 |
+
"eggplant": 33,
|
151 |
+
"elderberry": 34,
|
152 |
+
"emblic": 35,
|
153 |
+
"feijoa": 36,
|
154 |
+
"fig": 37,
|
155 |
+
"finger_lime": 38,
|
156 |
+
"gooseberry": 39,
|
157 |
+
"goumi": 40,
|
158 |
+
"grape": 41,
|
159 |
+
"grapefruit": 42,
|
160 |
+
"greengage": 43,
|
161 |
+
"grenadilla": 44,
|
162 |
+
"guava": 45,
|
163 |
+
"hard_kiwi": 46,
|
164 |
+
"hawthorn": 47,
|
165 |
+
"hog_plum": 48,
|
166 |
+
"horned_melon": 49,
|
167 |
+
"indian_strawberry": 50,
|
168 |
+
"jaboticaba": 51,
|
169 |
+
"jackfruit": 52,
|
170 |
+
"jalapeno": 53,
|
171 |
+
"jamaica_cherry": 54,
|
172 |
+
"jambul": 55,
|
173 |
+
"jocote": 56,
|
174 |
+
"jujube": 57,
|
175 |
+
"kaffir_lime": 58,
|
176 |
+
"kumquat": 59,
|
177 |
+
"lablab": 60,
|
178 |
+
"langsat": 61,
|
179 |
+
"longan": 62,
|
180 |
+
"mabolo": 63,
|
181 |
+
"malay_apple": 64,
|
182 |
+
"mandarine": 65,
|
183 |
+
"mango": 66,
|
184 |
+
"mangosteen": 67,
|
185 |
+
"medlar": 68,
|
186 |
+
"mock_strawberry": 69,
|
187 |
+
"morinda": 70,
|
188 |
+
"mountain_soursop": 71,
|
189 |
+
"oil_palm": 72,
|
190 |
+
"olive": 73,
|
191 |
+
"otaheite_apple": 74,
|
192 |
+
"papaya": 75,
|
193 |
+
"passion_fruit": 76,
|
194 |
+
"pawpaw": 77,
|
195 |
+
"pea": 78,
|
196 |
+
"pineapple": 79,
|
197 |
+
"plumcot": 80,
|
198 |
+
"pomegranate": 81,
|
199 |
+
"prikly_pear": 82,
|
200 |
+
"quince": 83,
|
201 |
+
"rambutan": 84,
|
202 |
+
"raspberry": 85,
|
203 |
+
"redcurrant": 86,
|
204 |
+
"rose_hip": 87,
|
205 |
+
"rose_leaf_bramble": 88,
|
206 |
+
"salak": 89,
|
207 |
+
"santol": 90,
|
208 |
+
"sapodilla": 91,
|
209 |
+
"sea_buckthorn": 92,
|
210 |
+
"strawberry_guava": 93,
|
211 |
+
"sugar_apple": 94,
|
212 |
+
"taxus_baccata": 95,
|
213 |
+
"ugli_fruit": 96,
|
214 |
+
"white_currant": 97,
|
215 |
+
"yali_pear": 98,
|
216 |
+
"yellow_plum": 99
|
217 |
+
},
|
218 |
+
"layer_norm_eps": 1e-12,
|
219 |
+
"model_type": "vit",
|
220 |
+
"num_attention_heads": 12,
|
221 |
+
"num_channels": 3,
|
222 |
+
"num_hidden_layers": 12,
|
223 |
+
"patch_size": 16,
|
224 |
+
"problem_type": "single_label_classification",
|
225 |
+
"qkv_bias": true,
|
226 |
+
"torch_dtype": "float32",
|
227 |
+
"transformers_version": "4.35.0"
|
228 |
+
}
|
checkpoint-11250/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2975a8a58cfcaac16329df4152c09c167e1ad3b7893d5b3a0949ded947856c58
|
3 |
+
size 343525432
|
checkpoint-11250/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bd8ae429120f1b01b60b5ff49bc9d144686cdc1579023e5337311fe7e4582e8b
|
3 |
+
size 687171333
|
checkpoint-11250/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-11250/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2a259a889ea3b605808ecb2dc9daa8c56b5900615e94b6d28021466f81e6b363
|
3 |
+
size 14575
|
checkpoint-11250/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7e5f4fb844d51a6fb202150cc51d5798e56dc5b300558255937079d31cebb801
|
3 |
+
size 627
|
checkpoint-11250/trainer_state.json
ADDED
@@ -0,0 +1,241 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 2.0748748779296875,
|
3 |
+
"best_model_checkpoint": "wildfire_types_image_detection/checkpoint-11250",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 11250,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.44,
|
13 |
+
"learning_rate": 4.799107142857143e-06,
|
14 |
+
"loss": 4.5033,
|
15 |
+
"step": 500
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.89,
|
19 |
+
"learning_rate": 4.5758928571428575e-06,
|
20 |
+
"loss": 4.2428,
|
21 |
+
"step": 1000
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 1.0,
|
25 |
+
"eval_accuracy": 0.6738888888888889,
|
26 |
+
"eval_loss": 4.059580326080322,
|
27 |
+
"eval_runtime": 93.6937,
|
28 |
+
"eval_samples_per_second": 96.058,
|
29 |
+
"eval_steps_per_second": 6.009,
|
30 |
+
"step": 1125
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 1.33,
|
34 |
+
"learning_rate": 4.352678571428572e-06,
|
35 |
+
"loss": 3.9624,
|
36 |
+
"step": 1500
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 1.78,
|
40 |
+
"learning_rate": 4.129464285714286e-06,
|
41 |
+
"loss": 3.7078,
|
42 |
+
"step": 2000
|
43 |
+
},
|
44 |
+
{
|
45 |
+
"epoch": 2.0,
|
46 |
+
"eval_accuracy": 0.7493333333333333,
|
47 |
+
"eval_loss": 3.5372703075408936,
|
48 |
+
"eval_runtime": 92.7706,
|
49 |
+
"eval_samples_per_second": 97.014,
|
50 |
+
"eval_steps_per_second": 6.069,
|
51 |
+
"step": 2250
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 2.22,
|
55 |
+
"learning_rate": 3.90625e-06,
|
56 |
+
"loss": 3.4831,
|
57 |
+
"step": 2500
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 2.67,
|
61 |
+
"learning_rate": 3.6830357142857147e-06,
|
62 |
+
"loss": 3.2939,
|
63 |
+
"step": 3000
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 3.0,
|
67 |
+
"eval_accuracy": 0.7761111111111111,
|
68 |
+
"eval_loss": 3.137976884841919,
|
69 |
+
"eval_runtime": 92.9634,
|
70 |
+
"eval_samples_per_second": 96.812,
|
71 |
+
"eval_steps_per_second": 6.056,
|
72 |
+
"step": 3375
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 3.11,
|
76 |
+
"learning_rate": 3.459821428571429e-06,
|
77 |
+
"loss": 3.1173,
|
78 |
+
"step": 3500
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 3.56,
|
82 |
+
"learning_rate": 3.2366071428571435e-06,
|
83 |
+
"loss": 2.9583,
|
84 |
+
"step": 4000
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 4.0,
|
88 |
+
"learning_rate": 3.0133928571428572e-06,
|
89 |
+
"loss": 2.8321,
|
90 |
+
"step": 4500
|
91 |
+
},
|
92 |
+
{
|
93 |
+
"epoch": 4.0,
|
94 |
+
"eval_accuracy": 0.7863333333333333,
|
95 |
+
"eval_loss": 2.830047607421875,
|
96 |
+
"eval_runtime": 92.602,
|
97 |
+
"eval_samples_per_second": 97.19,
|
98 |
+
"eval_steps_per_second": 6.08,
|
99 |
+
"step": 4500
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 4.44,
|
103 |
+
"learning_rate": 2.790178571428572e-06,
|
104 |
+
"loss": 2.6888,
|
105 |
+
"step": 5000
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 4.89,
|
109 |
+
"learning_rate": 2.5669642857142856e-06,
|
110 |
+
"loss": 2.5939,
|
111 |
+
"step": 5500
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 5.0,
|
115 |
+
"eval_accuracy": 0.7974444444444444,
|
116 |
+
"eval_loss": 2.586198091506958,
|
117 |
+
"eval_runtime": 90.9253,
|
118 |
+
"eval_samples_per_second": 98.982,
|
119 |
+
"eval_steps_per_second": 6.192,
|
120 |
+
"step": 5625
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 5.33,
|
124 |
+
"learning_rate": 2.3437500000000002e-06,
|
125 |
+
"loss": 2.4718,
|
126 |
+
"step": 6000
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 5.78,
|
130 |
+
"learning_rate": 2.1205357142857144e-06,
|
131 |
+
"loss": 2.3966,
|
132 |
+
"step": 6500
|
133 |
+
},
|
134 |
+
{
|
135 |
+
"epoch": 6.0,
|
136 |
+
"eval_accuracy": 0.8052222222222222,
|
137 |
+
"eval_loss": 2.3968636989593506,
|
138 |
+
"eval_runtime": 92.9919,
|
139 |
+
"eval_samples_per_second": 96.783,
|
140 |
+
"eval_steps_per_second": 6.054,
|
141 |
+
"step": 6750
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 6.22,
|
145 |
+
"learning_rate": 1.8973214285714286e-06,
|
146 |
+
"loss": 2.3215,
|
147 |
+
"step": 7000
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 6.67,
|
151 |
+
"learning_rate": 1.6741071428571428e-06,
|
152 |
+
"loss": 2.2383,
|
153 |
+
"step": 7500
|
154 |
+
},
|
155 |
+
{
|
156 |
+
"epoch": 7.0,
|
157 |
+
"eval_accuracy": 0.8117777777777778,
|
158 |
+
"eval_loss": 2.2528977394104004,
|
159 |
+
"eval_runtime": 93.4031,
|
160 |
+
"eval_samples_per_second": 96.357,
|
161 |
+
"eval_steps_per_second": 6.028,
|
162 |
+
"step": 7875
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 7.11,
|
166 |
+
"learning_rate": 1.4508928571428574e-06,
|
167 |
+
"loss": 2.1792,
|
168 |
+
"step": 8000
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 7.56,
|
172 |
+
"learning_rate": 1.2276785714285716e-06,
|
173 |
+
"loss": 2.122,
|
174 |
+
"step": 8500
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 8.0,
|
178 |
+
"learning_rate": 1.0044642857142857e-06,
|
179 |
+
"loss": 2.085,
|
180 |
+
"step": 9000
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 8.0,
|
184 |
+
"eval_accuracy": 0.8165555555555556,
|
185 |
+
"eval_loss": 2.1543450355529785,
|
186 |
+
"eval_runtime": 94.3715,
|
187 |
+
"eval_samples_per_second": 95.368,
|
188 |
+
"eval_steps_per_second": 5.966,
|
189 |
+
"step": 9000
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 8.44,
|
193 |
+
"learning_rate": 7.8125e-07,
|
194 |
+
"loss": 2.0392,
|
195 |
+
"step": 9500
|
196 |
+
},
|
197 |
+
{
|
198 |
+
"epoch": 8.89,
|
199 |
+
"learning_rate": 5.580357142857143e-07,
|
200 |
+
"loss": 2.0198,
|
201 |
+
"step": 10000
|
202 |
+
},
|
203 |
+
{
|
204 |
+
"epoch": 9.0,
|
205 |
+
"eval_accuracy": 0.8166666666666667,
|
206 |
+
"eval_loss": 2.0947299003601074,
|
207 |
+
"eval_runtime": 93.4555,
|
208 |
+
"eval_samples_per_second": 96.303,
|
209 |
+
"eval_steps_per_second": 6.024,
|
210 |
+
"step": 10125
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 9.33,
|
214 |
+
"learning_rate": 3.3482142857142856e-07,
|
215 |
+
"loss": 1.9895,
|
216 |
+
"step": 10500
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 9.78,
|
220 |
+
"learning_rate": 1.1160714285714287e-07,
|
221 |
+
"loss": 1.9834,
|
222 |
+
"step": 11000
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 10.0,
|
226 |
+
"eval_accuracy": 0.8175555555555556,
|
227 |
+
"eval_loss": 2.0748748779296875,
|
228 |
+
"eval_runtime": 95.3364,
|
229 |
+
"eval_samples_per_second": 94.403,
|
230 |
+
"eval_steps_per_second": 5.905,
|
231 |
+
"step": 11250
|
232 |
+
}
|
233 |
+
],
|
234 |
+
"logging_steps": 500,
|
235 |
+
"max_steps": 11250,
|
236 |
+
"num_train_epochs": 10,
|
237 |
+
"save_steps": 500,
|
238 |
+
"total_flos": 2.792161949810688e+19,
|
239 |
+
"trial_name": null,
|
240 |
+
"trial_params": null
|
241 |
+
}
|
checkpoint-11250/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b64eb83310849f62f47e8a858bdde7b1ee81144e8dd49fd987b1d3ab77cd5c51
|
3 |
+
size 4091
|
config.json
ADDED
@@ -0,0 +1,228 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": "abiu",
|
13 |
+
"1": "acai",
|
14 |
+
"2": "acerola",
|
15 |
+
"3": "ackee",
|
16 |
+
"4": "ambarella",
|
17 |
+
"5": "apple",
|
18 |
+
"6": "apricot",
|
19 |
+
"7": "avocado",
|
20 |
+
"8": "banana",
|
21 |
+
"9": "barbadine",
|
22 |
+
"10": "barberry",
|
23 |
+
"11": "betel_nut",
|
24 |
+
"12": "bitter_gourd",
|
25 |
+
"13": "black_berry",
|
26 |
+
"14": "black_mullberry",
|
27 |
+
"15": "brazil_nut",
|
28 |
+
"16": "camu_camu",
|
29 |
+
"17": "cashew",
|
30 |
+
"18": "cempedak",
|
31 |
+
"19": "chenet",
|
32 |
+
"20": "cherimoya",
|
33 |
+
"21": "chico",
|
34 |
+
"22": "chokeberry",
|
35 |
+
"23": "cluster_fig",
|
36 |
+
"24": "coconut",
|
37 |
+
"25": "corn_kernel",
|
38 |
+
"26": "cranberry",
|
39 |
+
"27": "cupuacu",
|
40 |
+
"28": "custard_apple",
|
41 |
+
"29": "damson",
|
42 |
+
"30": "dewberry",
|
43 |
+
"31": "dragonfruit",
|
44 |
+
"32": "durian",
|
45 |
+
"33": "eggplant",
|
46 |
+
"34": "elderberry",
|
47 |
+
"35": "emblic",
|
48 |
+
"36": "feijoa",
|
49 |
+
"37": "fig",
|
50 |
+
"38": "finger_lime",
|
51 |
+
"39": "gooseberry",
|
52 |
+
"40": "goumi",
|
53 |
+
"41": "grape",
|
54 |
+
"42": "grapefruit",
|
55 |
+
"43": "greengage",
|
56 |
+
"44": "grenadilla",
|
57 |
+
"45": "guava",
|
58 |
+
"46": "hard_kiwi",
|
59 |
+
"47": "hawthorn",
|
60 |
+
"48": "hog_plum",
|
61 |
+
"49": "horned_melon",
|
62 |
+
"50": "indian_strawberry",
|
63 |
+
"51": "jaboticaba",
|
64 |
+
"52": "jackfruit",
|
65 |
+
"53": "jalapeno",
|
66 |
+
"54": "jamaica_cherry",
|
67 |
+
"55": "jambul",
|
68 |
+
"56": "jocote",
|
69 |
+
"57": "jujube",
|
70 |
+
"58": "kaffir_lime",
|
71 |
+
"59": "kumquat",
|
72 |
+
"60": "lablab",
|
73 |
+
"61": "langsat",
|
74 |
+
"62": "longan",
|
75 |
+
"63": "mabolo",
|
76 |
+
"64": "malay_apple",
|
77 |
+
"65": "mandarine",
|
78 |
+
"66": "mango",
|
79 |
+
"67": "mangosteen",
|
80 |
+
"68": "medlar",
|
81 |
+
"69": "mock_strawberry",
|
82 |
+
"70": "morinda",
|
83 |
+
"71": "mountain_soursop",
|
84 |
+
"72": "oil_palm",
|
85 |
+
"73": "olive",
|
86 |
+
"74": "otaheite_apple",
|
87 |
+
"75": "papaya",
|
88 |
+
"76": "passion_fruit",
|
89 |
+
"77": "pawpaw",
|
90 |
+
"78": "pea",
|
91 |
+
"79": "pineapple",
|
92 |
+
"80": "plumcot",
|
93 |
+
"81": "pomegranate",
|
94 |
+
"82": "prikly_pear",
|
95 |
+
"83": "quince",
|
96 |
+
"84": "rambutan",
|
97 |
+
"85": "raspberry",
|
98 |
+
"86": "redcurrant",
|
99 |
+
"87": "rose_hip",
|
100 |
+
"88": "rose_leaf_bramble",
|
101 |
+
"89": "salak",
|
102 |
+
"90": "santol",
|
103 |
+
"91": "sapodilla",
|
104 |
+
"92": "sea_buckthorn",
|
105 |
+
"93": "strawberry_guava",
|
106 |
+
"94": "sugar_apple",
|
107 |
+
"95": "taxus_baccata",
|
108 |
+
"96": "ugli_fruit",
|
109 |
+
"97": "white_currant",
|
110 |
+
"98": "yali_pear",
|
111 |
+
"99": "yellow_plum"
|
112 |
+
},
|
113 |
+
"image_size": 224,
|
114 |
+
"initializer_range": 0.02,
|
115 |
+
"intermediate_size": 3072,
|
116 |
+
"label2id": {
|
117 |
+
"abiu": 0,
|
118 |
+
"acai": 1,
|
119 |
+
"acerola": 2,
|
120 |
+
"ackee": 3,
|
121 |
+
"ambarella": 4,
|
122 |
+
"apple": 5,
|
123 |
+
"apricot": 6,
|
124 |
+
"avocado": 7,
|
125 |
+
"banana": 8,
|
126 |
+
"barbadine": 9,
|
127 |
+
"barberry": 10,
|
128 |
+
"betel_nut": 11,
|
129 |
+
"bitter_gourd": 12,
|
130 |
+
"black_berry": 13,
|
131 |
+
"black_mullberry": 14,
|
132 |
+
"brazil_nut": 15,
|
133 |
+
"camu_camu": 16,
|
134 |
+
"cashew": 17,
|
135 |
+
"cempedak": 18,
|
136 |
+
"chenet": 19,
|
137 |
+
"cherimoya": 20,
|
138 |
+
"chico": 21,
|
139 |
+
"chokeberry": 22,
|
140 |
+
"cluster_fig": 23,
|
141 |
+
"coconut": 24,
|
142 |
+
"corn_kernel": 25,
|
143 |
+
"cranberry": 26,
|
144 |
+
"cupuacu": 27,
|
145 |
+
"custard_apple": 28,
|
146 |
+
"damson": 29,
|
147 |
+
"dewberry": 30,
|
148 |
+
"dragonfruit": 31,
|
149 |
+
"durian": 32,
|
150 |
+
"eggplant": 33,
|
151 |
+
"elderberry": 34,
|
152 |
+
"emblic": 35,
|
153 |
+
"feijoa": 36,
|
154 |
+
"fig": 37,
|
155 |
+
"finger_lime": 38,
|
156 |
+
"gooseberry": 39,
|
157 |
+
"goumi": 40,
|
158 |
+
"grape": 41,
|
159 |
+
"grapefruit": 42,
|
160 |
+
"greengage": 43,
|
161 |
+
"grenadilla": 44,
|
162 |
+
"guava": 45,
|
163 |
+
"hard_kiwi": 46,
|
164 |
+
"hawthorn": 47,
|
165 |
+
"hog_plum": 48,
|
166 |
+
"horned_melon": 49,
|
167 |
+
"indian_strawberry": 50,
|
168 |
+
"jaboticaba": 51,
|
169 |
+
"jackfruit": 52,
|
170 |
+
"jalapeno": 53,
|
171 |
+
"jamaica_cherry": 54,
|
172 |
+
"jambul": 55,
|
173 |
+
"jocote": 56,
|
174 |
+
"jujube": 57,
|
175 |
+
"kaffir_lime": 58,
|
176 |
+
"kumquat": 59,
|
177 |
+
"lablab": 60,
|
178 |
+
"langsat": 61,
|
179 |
+
"longan": 62,
|
180 |
+
"mabolo": 63,
|
181 |
+
"malay_apple": 64,
|
182 |
+
"mandarine": 65,
|
183 |
+
"mango": 66,
|
184 |
+
"mangosteen": 67,
|
185 |
+
"medlar": 68,
|
186 |
+
"mock_strawberry": 69,
|
187 |
+
"morinda": 70,
|
188 |
+
"mountain_soursop": 71,
|
189 |
+
"oil_palm": 72,
|
190 |
+
"olive": 73,
|
191 |
+
"otaheite_apple": 74,
|
192 |
+
"papaya": 75,
|
193 |
+
"passion_fruit": 76,
|
194 |
+
"pawpaw": 77,
|
195 |
+
"pea": 78,
|
196 |
+
"pineapple": 79,
|
197 |
+
"plumcot": 80,
|
198 |
+
"pomegranate": 81,
|
199 |
+
"prikly_pear": 82,
|
200 |
+
"quince": 83,
|
201 |
+
"rambutan": 84,
|
202 |
+
"raspberry": 85,
|
203 |
+
"redcurrant": 86,
|
204 |
+
"rose_hip": 87,
|
205 |
+
"rose_leaf_bramble": 88,
|
206 |
+
"salak": 89,
|
207 |
+
"santol": 90,
|
208 |
+
"sapodilla": 91,
|
209 |
+
"sea_buckthorn": 92,
|
210 |
+
"strawberry_guava": 93,
|
211 |
+
"sugar_apple": 94,
|
212 |
+
"taxus_baccata": 95,
|
213 |
+
"ugli_fruit": 96,
|
214 |
+
"white_currant": 97,
|
215 |
+
"yali_pear": 98,
|
216 |
+
"yellow_plum": 99
|
217 |
+
},
|
218 |
+
"layer_norm_eps": 1e-12,
|
219 |
+
"model_type": "vit",
|
220 |
+
"num_attention_heads": 12,
|
221 |
+
"num_channels": 3,
|
222 |
+
"num_hidden_layers": 12,
|
223 |
+
"patch_size": 16,
|
224 |
+
"problem_type": "single_label_classification",
|
225 |
+
"qkv_bias": true,
|
226 |
+
"torch_dtype": "float32",
|
227 |
+
"transformers_version": "4.35.0"
|
228 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2975a8a58cfcaac16329df4152c09c167e1ad3b7893d5b3a0949ded947856c58
|
3 |
+
size 343525432
|
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 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b64eb83310849f62f47e8a858bdde7b1ee81144e8dd49fd987b1d3ab77cd5c51
|
3 |
+
size 4091
|