Upload folder using huggingface_hub
Browse files- checkpoint-6840/config.json +74 -0
- checkpoint-6840/optimizer.pt +3 -0
- checkpoint-6840/preprocessor_config.json +22 -0
- checkpoint-6840/pytorch_model.bin +3 -0
- checkpoint-6840/rng_state.pth +3 -0
- checkpoint-6840/scheduler.pt +3 -0
- checkpoint-6840/trainer_state.json +277 -0
- checkpoint-6840/training_args.bin +3 -0
- config.json +74 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-6840/config.json
ADDED
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": "Squid",
|
13 |
+
"1": "Eel",
|
14 |
+
"2": "Seal",
|
15 |
+
"3": "Octopus",
|
16 |
+
"4": "Otter",
|
17 |
+
"5": "Whale",
|
18 |
+
"6": "Sharks",
|
19 |
+
"7": "Jelly Fish",
|
20 |
+
"8": "Turtle_Tortoise",
|
21 |
+
"9": "Penguin",
|
22 |
+
"10": "Shrimp",
|
23 |
+
"11": "Sea Urchins",
|
24 |
+
"12": "Fish",
|
25 |
+
"13": "Nudibranchs",
|
26 |
+
"14": "Corals",
|
27 |
+
"15": "Puffers",
|
28 |
+
"16": "Clams",
|
29 |
+
"17": "Sea Rays",
|
30 |
+
"18": "Dolphin",
|
31 |
+
"19": "Seahorse",
|
32 |
+
"20": "Starfish",
|
33 |
+
"21": "Lobster",
|
34 |
+
"22": "Crabs"
|
35 |
+
},
|
36 |
+
"image_size": 224,
|
37 |
+
"initializer_range": 0.02,
|
38 |
+
"intermediate_size": 3072,
|
39 |
+
"label2id": {
|
40 |
+
"Clams": 16,
|
41 |
+
"Corals": 14,
|
42 |
+
"Crabs": 22,
|
43 |
+
"Dolphin": 18,
|
44 |
+
"Eel": 1,
|
45 |
+
"Fish": 12,
|
46 |
+
"Jelly Fish": 7,
|
47 |
+
"Lobster": 21,
|
48 |
+
"Nudibranchs": 13,
|
49 |
+
"Octopus": 3,
|
50 |
+
"Otter": 4,
|
51 |
+
"Penguin": 9,
|
52 |
+
"Puffers": 15,
|
53 |
+
"Sea Rays": 17,
|
54 |
+
"Sea Urchins": 11,
|
55 |
+
"Seahorse": 19,
|
56 |
+
"Seal": 2,
|
57 |
+
"Sharks": 6,
|
58 |
+
"Shrimp": 10,
|
59 |
+
"Squid": 0,
|
60 |
+
"Starfish": 20,
|
61 |
+
"Turtle_Tortoise": 8,
|
62 |
+
"Whale": 5
|
63 |
+
},
|
64 |
+
"layer_norm_eps": 1e-12,
|
65 |
+
"model_type": "vit",
|
66 |
+
"num_attention_heads": 12,
|
67 |
+
"num_channels": 3,
|
68 |
+
"num_hidden_layers": 12,
|
69 |
+
"patch_size": 16,
|
70 |
+
"problem_type": "single_label_classification",
|
71 |
+
"qkv_bias": true,
|
72 |
+
"torch_dtype": "float32",
|
73 |
+
"transformers_version": "4.32.1"
|
74 |
+
}
|
checkpoint-6840/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:89e91eb5fdf63352f8c2fa0c5ea9147dd01e98e09052e1a51d7609b3993ec145
|
3 |
+
size 686697605
|
checkpoint-6840/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-6840/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4fa4d2806b5e71b251941eab55df5269a40e5b56aea8ab014d79154ec51cd8d4
|
3 |
+
size 343333293
|
checkpoint-6840/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e6725a5eae0f422cbf0507c36b31f45fc5bb2d9aff601d121e947ad6e6bacbea
|
3 |
+
size 14575
|
checkpoint-6840/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c87bff0d7bcb5321252f7116c82215f25597c2f863981984aae637fa80c95d8b
|
3 |
+
size 627
|
checkpoint-6840/trainer_state.json
ADDED
@@ -0,0 +1,277 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.44989213347435,
|
3 |
+
"best_model_checkpoint": "sea_animals_image_detection/checkpoint-6840",
|
4 |
+
"epoch": 20.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 6840,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"eval_accuracy": 0.7951719092904169,
|
14 |
+
"eval_loss": 2.152780294418335,
|
15 |
+
"eval_runtime": 27.056,
|
16 |
+
"eval_samples_per_second": 101.05,
|
17 |
+
"eval_steps_per_second": 12.64,
|
18 |
+
"step": 342
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 1.46,
|
22 |
+
"learning_rate": 9.470588235294119e-06,
|
23 |
+
"loss": 2.4104,
|
24 |
+
"step": 500
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"eval_accuracy": 0.8555230431602048,
|
29 |
+
"eval_loss": 1.5588719844818115,
|
30 |
+
"eval_runtime": 26.6265,
|
31 |
+
"eval_samples_per_second": 102.68,
|
32 |
+
"eval_steps_per_second": 12.844,
|
33 |
+
"step": 684
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 2.92,
|
37 |
+
"learning_rate": 8.88235294117647e-06,
|
38 |
+
"loss": 1.4121,
|
39 |
+
"step": 1000
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 3.0,
|
43 |
+
"eval_accuracy": 0.8822238478419897,
|
44 |
+
"eval_loss": 1.2037461996078491,
|
45 |
+
"eval_runtime": 26.9677,
|
46 |
+
"eval_samples_per_second": 101.381,
|
47 |
+
"eval_steps_per_second": 12.682,
|
48 |
+
"step": 1026
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 4.0,
|
52 |
+
"eval_accuracy": 0.8935625457205559,
|
53 |
+
"eval_loss": 0.9822039008140564,
|
54 |
+
"eval_runtime": 26.4016,
|
55 |
+
"eval_samples_per_second": 103.555,
|
56 |
+
"eval_steps_per_second": 12.954,
|
57 |
+
"step": 1368
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 4.39,
|
61 |
+
"learning_rate": 8.294117647058825e-06,
|
62 |
+
"loss": 0.9335,
|
63 |
+
"step": 1500
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 5.0,
|
67 |
+
"eval_accuracy": 0.9041697147037308,
|
68 |
+
"eval_loss": 0.8228352665901184,
|
69 |
+
"eval_runtime": 27.2507,
|
70 |
+
"eval_samples_per_second": 100.328,
|
71 |
+
"eval_steps_per_second": 12.55,
|
72 |
+
"step": 1710
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 5.85,
|
76 |
+
"learning_rate": 7.705882352941178e-06,
|
77 |
+
"loss": 0.6607,
|
78 |
+
"step": 2000
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 6.0,
|
82 |
+
"eval_accuracy": 0.9012435991221653,
|
83 |
+
"eval_loss": 0.7257607579231262,
|
84 |
+
"eval_runtime": 26.6826,
|
85 |
+
"eval_samples_per_second": 102.464,
|
86 |
+
"eval_steps_per_second": 12.817,
|
87 |
+
"step": 2052
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 7.0,
|
91 |
+
"eval_accuracy": 0.9030724213606437,
|
92 |
+
"eval_loss": 0.6461441516876221,
|
93 |
+
"eval_runtime": 26.5418,
|
94 |
+
"eval_samples_per_second": 103.007,
|
95 |
+
"eval_steps_per_second": 12.885,
|
96 |
+
"step": 2394
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 7.31,
|
100 |
+
"learning_rate": 7.11764705882353e-06,
|
101 |
+
"loss": 0.485,
|
102 |
+
"step": 2500
|
103 |
+
},
|
104 |
+
{
|
105 |
+
"epoch": 8.0,
|
106 |
+
"eval_accuracy": 0.9034381858083395,
|
107 |
+
"eval_loss": 0.5806209444999695,
|
108 |
+
"eval_runtime": 28.3386,
|
109 |
+
"eval_samples_per_second": 96.476,
|
110 |
+
"eval_steps_per_second": 12.068,
|
111 |
+
"step": 2736
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 8.77,
|
115 |
+
"learning_rate": 6.529411764705883e-06,
|
116 |
+
"loss": 0.3676,
|
117 |
+
"step": 3000
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 9.0,
|
121 |
+
"eval_accuracy": 0.8994147768836869,
|
122 |
+
"eval_loss": 0.5495482087135315,
|
123 |
+
"eval_runtime": 28.0784,
|
124 |
+
"eval_samples_per_second": 97.37,
|
125 |
+
"eval_steps_per_second": 12.18,
|
126 |
+
"step": 3078
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 10.0,
|
130 |
+
"eval_accuracy": 0.9019751280175567,
|
131 |
+
"eval_loss": 0.5101125240325928,
|
132 |
+
"eval_runtime": 26.8282,
|
133 |
+
"eval_samples_per_second": 101.908,
|
134 |
+
"eval_steps_per_second": 12.748,
|
135 |
+
"step": 3420
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 10.23,
|
139 |
+
"learning_rate": 5.941176470588236e-06,
|
140 |
+
"loss": 0.2796,
|
141 |
+
"step": 3500
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 11.0,
|
145 |
+
"eval_accuracy": 0.8997805413313826,
|
146 |
+
"eval_loss": 0.4954698383808136,
|
147 |
+
"eval_runtime": 29.3485,
|
148 |
+
"eval_samples_per_second": 93.156,
|
149 |
+
"eval_steps_per_second": 11.653,
|
150 |
+
"step": 3762
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 11.7,
|
154 |
+
"learning_rate": 5.352941176470589e-06,
|
155 |
+
"loss": 0.2236,
|
156 |
+
"step": 4000
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 12.0,
|
160 |
+
"eval_accuracy": 0.9012435991221653,
|
161 |
+
"eval_loss": 0.4771639108657837,
|
162 |
+
"eval_runtime": 26.8132,
|
163 |
+
"eval_samples_per_second": 101.965,
|
164 |
+
"eval_steps_per_second": 12.755,
|
165 |
+
"step": 4104
|
166 |
+
},
|
167 |
+
{
|
168 |
+
"epoch": 13.0,
|
169 |
+
"eval_accuracy": 0.8979517190929042,
|
170 |
+
"eval_loss": 0.47096940875053406,
|
171 |
+
"eval_runtime": 27.6019,
|
172 |
+
"eval_samples_per_second": 99.051,
|
173 |
+
"eval_steps_per_second": 12.39,
|
174 |
+
"step": 4446
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 13.16,
|
178 |
+
"learning_rate": 4.764705882352941e-06,
|
179 |
+
"loss": 0.1847,
|
180 |
+
"step": 4500
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 14.0,
|
184 |
+
"eval_accuracy": 0.8986832479882956,
|
185 |
+
"eval_loss": 0.46488723158836365,
|
186 |
+
"eval_runtime": 28.4412,
|
187 |
+
"eval_samples_per_second": 96.128,
|
188 |
+
"eval_steps_per_second": 12.025,
|
189 |
+
"step": 4788
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 14.62,
|
193 |
+
"learning_rate": 4.176470588235295e-06,
|
194 |
+
"loss": 0.1505,
|
195 |
+
"step": 5000
|
196 |
+
},
|
197 |
+
{
|
198 |
+
"epoch": 15.0,
|
199 |
+
"eval_accuracy": 0.9008778346744697,
|
200 |
+
"eval_loss": 0.455506831407547,
|
201 |
+
"eval_runtime": 27.2614,
|
202 |
+
"eval_samples_per_second": 100.288,
|
203 |
+
"eval_steps_per_second": 12.545,
|
204 |
+
"step": 5130
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 16.0,
|
208 |
+
"eval_accuracy": 0.8990490124359912,
|
209 |
+
"eval_loss": 0.4557651877403259,
|
210 |
+
"eval_runtime": 26.9577,
|
211 |
+
"eval_samples_per_second": 101.418,
|
212 |
+
"eval_steps_per_second": 12.687,
|
213 |
+
"step": 5472
|
214 |
+
},
|
215 |
+
{
|
216 |
+
"epoch": 16.08,
|
217 |
+
"learning_rate": 3.5882352941176475e-06,
|
218 |
+
"loss": 0.129,
|
219 |
+
"step": 5500
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 17.0,
|
223 |
+
"eval_accuracy": 0.9023408924652524,
|
224 |
+
"eval_loss": 0.45066457986831665,
|
225 |
+
"eval_runtime": 27.4851,
|
226 |
+
"eval_samples_per_second": 99.472,
|
227 |
+
"eval_steps_per_second": 12.443,
|
228 |
+
"step": 5814
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 17.54,
|
232 |
+
"learning_rate": 3e-06,
|
233 |
+
"loss": 0.1116,
|
234 |
+
"step": 6000
|
235 |
+
},
|
236 |
+
{
|
237 |
+
"epoch": 18.0,
|
238 |
+
"eval_accuracy": 0.8983174835405998,
|
239 |
+
"eval_loss": 0.4530565142631531,
|
240 |
+
"eval_runtime": 27.2399,
|
241 |
+
"eval_samples_per_second": 100.368,
|
242 |
+
"eval_steps_per_second": 12.555,
|
243 |
+
"step": 6156
|
244 |
+
},
|
245 |
+
{
|
246 |
+
"epoch": 19.0,
|
247 |
+
"eval_accuracy": 0.8986832479882956,
|
248 |
+
"eval_loss": 0.45476871728897095,
|
249 |
+
"eval_runtime": 27.1006,
|
250 |
+
"eval_samples_per_second": 100.883,
|
251 |
+
"eval_steps_per_second": 12.62,
|
252 |
+
"step": 6498
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 19.01,
|
256 |
+
"learning_rate": 2.411764705882353e-06,
|
257 |
+
"loss": 0.0964,
|
258 |
+
"step": 6500
|
259 |
+
},
|
260 |
+
{
|
261 |
+
"epoch": 20.0,
|
262 |
+
"eval_accuracy": 0.8997805413313826,
|
263 |
+
"eval_loss": 0.44989213347435,
|
264 |
+
"eval_runtime": 27.224,
|
265 |
+
"eval_samples_per_second": 100.426,
|
266 |
+
"eval_steps_per_second": 12.562,
|
267 |
+
"step": 6840
|
268 |
+
}
|
269 |
+
],
|
270 |
+
"logging_steps": 500,
|
271 |
+
"max_steps": 8550,
|
272 |
+
"num_train_epochs": 25,
|
273 |
+
"save_steps": 500,
|
274 |
+
"total_flos": 1.6946037530587791e+19,
|
275 |
+
"trial_name": null,
|
276 |
+
"trial_params": null
|
277 |
+
}
|
checkpoint-6840/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c66b736dab6c6a050d63c8cc850fb2118ef53cd6851afbdcf7cad252fc6d303
|
3 |
+
size 4027
|
config.json
ADDED
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": "Squid",
|
13 |
+
"1": "Eel",
|
14 |
+
"2": "Seal",
|
15 |
+
"3": "Octopus",
|
16 |
+
"4": "Otter",
|
17 |
+
"5": "Whale",
|
18 |
+
"6": "Sharks",
|
19 |
+
"7": "Jelly Fish",
|
20 |
+
"8": "Turtle_Tortoise",
|
21 |
+
"9": "Penguin",
|
22 |
+
"10": "Shrimp",
|
23 |
+
"11": "Sea Urchins",
|
24 |
+
"12": "Fish",
|
25 |
+
"13": "Nudibranchs",
|
26 |
+
"14": "Corals",
|
27 |
+
"15": "Puffers",
|
28 |
+
"16": "Clams",
|
29 |
+
"17": "Sea Rays",
|
30 |
+
"18": "Dolphin",
|
31 |
+
"19": "Seahorse",
|
32 |
+
"20": "Starfish",
|
33 |
+
"21": "Lobster",
|
34 |
+
"22": "Crabs"
|
35 |
+
},
|
36 |
+
"image_size": 224,
|
37 |
+
"initializer_range": 0.02,
|
38 |
+
"intermediate_size": 3072,
|
39 |
+
"label2id": {
|
40 |
+
"Clams": 16,
|
41 |
+
"Corals": 14,
|
42 |
+
"Crabs": 22,
|
43 |
+
"Dolphin": 18,
|
44 |
+
"Eel": 1,
|
45 |
+
"Fish": 12,
|
46 |
+
"Jelly Fish": 7,
|
47 |
+
"Lobster": 21,
|
48 |
+
"Nudibranchs": 13,
|
49 |
+
"Octopus": 3,
|
50 |
+
"Otter": 4,
|
51 |
+
"Penguin": 9,
|
52 |
+
"Puffers": 15,
|
53 |
+
"Sea Rays": 17,
|
54 |
+
"Sea Urchins": 11,
|
55 |
+
"Seahorse": 19,
|
56 |
+
"Seal": 2,
|
57 |
+
"Sharks": 6,
|
58 |
+
"Shrimp": 10,
|
59 |
+
"Squid": 0,
|
60 |
+
"Starfish": 20,
|
61 |
+
"Turtle_Tortoise": 8,
|
62 |
+
"Whale": 5
|
63 |
+
},
|
64 |
+
"layer_norm_eps": 1e-12,
|
65 |
+
"model_type": "vit",
|
66 |
+
"num_attention_heads": 12,
|
67 |
+
"num_channels": 3,
|
68 |
+
"num_hidden_layers": 12,
|
69 |
+
"patch_size": 16,
|
70 |
+
"problem_type": "single_label_classification",
|
71 |
+
"qkv_bias": true,
|
72 |
+
"torch_dtype": "float32",
|
73 |
+
"transformers_version": "4.32.1"
|
74 |
+
}
|
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 sha256:4fa4d2806b5e71b251941eab55df5269a40e5b56aea8ab014d79154ec51cd8d4
|
3 |
+
size 343333293
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c66b736dab6c6a050d63c8cc850fb2118ef53cd6851afbdcf7cad252fc6d303
|
3 |
+
size 4027
|