Training in progress, step 40
Browse files- checkpoint-40/config.json +80 -0
- checkpoint-40/optimizer.pt +3 -0
- checkpoint-40/pytorch_model.bin +3 -0
- checkpoint-40/rng_state.pth +3 -0
- checkpoint-40/scheduler.pt +3 -0
- checkpoint-40/trainer_state.json +324 -0
- checkpoint-40/training_args.bin +3 -0
- config.json +80 -0
- pytorch_model.bin +3 -0
- runs/Feb12_06-10-25_robovision.csres.utexas.edu/events.out.tfevents.1707739840.robovision.csres.utexas.edu.2691300.0 +3 -0
- training_args.bin +3 -0
checkpoint-40/config.json
ADDED
@@ -0,0 +1,80 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "nvidia/mit-b0",
|
3 |
+
"architectures": [
|
4 |
+
"SegformerForSemanticSegmentation"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"classifier_dropout_prob": 0.1,
|
8 |
+
"decoder_hidden_size": 256,
|
9 |
+
"depths": [
|
10 |
+
2,
|
11 |
+
2,
|
12 |
+
2,
|
13 |
+
2
|
14 |
+
],
|
15 |
+
"downsampling_rates": [
|
16 |
+
1,
|
17 |
+
4,
|
18 |
+
8,
|
19 |
+
16
|
20 |
+
],
|
21 |
+
"drop_path_rate": 0.1,
|
22 |
+
"hidden_act": "gelu",
|
23 |
+
"hidden_dropout_prob": 0.0,
|
24 |
+
"hidden_sizes": [
|
25 |
+
32,
|
26 |
+
64,
|
27 |
+
160,
|
28 |
+
256
|
29 |
+
],
|
30 |
+
"id2label": {
|
31 |
+
"0": "unlabeled",
|
32 |
+
"1": "dropoff",
|
33 |
+
"2": "undropoff"
|
34 |
+
},
|
35 |
+
"image_size": 224,
|
36 |
+
"initializer_range": 0.02,
|
37 |
+
"label2id": {
|
38 |
+
"dropoff": 1,
|
39 |
+
"undropoff": 2,
|
40 |
+
"unlabeled": 0
|
41 |
+
},
|
42 |
+
"layer_norm_eps": 1e-06,
|
43 |
+
"mlp_ratios": [
|
44 |
+
4,
|
45 |
+
4,
|
46 |
+
4,
|
47 |
+
4
|
48 |
+
],
|
49 |
+
"model_type": "segformer",
|
50 |
+
"num_attention_heads": [
|
51 |
+
1,
|
52 |
+
2,
|
53 |
+
5,
|
54 |
+
8
|
55 |
+
],
|
56 |
+
"num_channels": 3,
|
57 |
+
"num_encoder_blocks": 4,
|
58 |
+
"patch_sizes": [
|
59 |
+
7,
|
60 |
+
3,
|
61 |
+
3,
|
62 |
+
3
|
63 |
+
],
|
64 |
+
"reshape_last_stage": true,
|
65 |
+
"semantic_loss_ignore_index": 255,
|
66 |
+
"sr_ratios": [
|
67 |
+
8,
|
68 |
+
4,
|
69 |
+
2,
|
70 |
+
1
|
71 |
+
],
|
72 |
+
"strides": [
|
73 |
+
4,
|
74 |
+
2,
|
75 |
+
2,
|
76 |
+
2
|
77 |
+
],
|
78 |
+
"torch_dtype": "float32",
|
79 |
+
"transformers_version": "4.30.2"
|
80 |
+
}
|
checkpoint-40/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f1c8c7774fe4d412140063ded691d51eaaffaa00a2c715d1fdde56633bef5e6f
|
3 |
+
size 29838853
|
checkpoint-40/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:64371432c385cfab974edfeddb1b38738a843d22d97e8d1aae11dac243e8a43a
|
3 |
+
size 14932813
|
checkpoint-40/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c301550081675e66a540685647726778557f949cb5ced37006a8b1363a534b82
|
3 |
+
size 14575
|
checkpoint-40/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:61727a1f75fc4eaa50f03b0ead9f5f2c383e0ecb437e48afb50441923ed9b018
|
3 |
+
size 627
|
checkpoint-40/trainer_state.json
ADDED
@@ -0,0 +1,324 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.947559118270874,
|
3 |
+
"best_model_checkpoint": "/robodata/smodak/Projects/nspl/scripts/terrainseg/training/models/dropoff-utcustom-train-SF-RGB-b0_3/checkpoint-40",
|
4 |
+
"epoch": 13.333333333333334,
|
5 |
+
"global_step": 40,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.33,
|
12 |
+
"learning_rate": 1.111111111111111e-06,
|
13 |
+
"loss": 1.1153,
|
14 |
+
"step": 1
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.67,
|
18 |
+
"learning_rate": 2.222222222222222e-06,
|
19 |
+
"loss": 1.1199,
|
20 |
+
"step": 2
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 1.0,
|
24 |
+
"learning_rate": 3.3333333333333333e-06,
|
25 |
+
"loss": 1.1156,
|
26 |
+
"step": 3
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 1.33,
|
30 |
+
"learning_rate": 4.444444444444444e-06,
|
31 |
+
"loss": 1.1182,
|
32 |
+
"step": 4
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 1.67,
|
36 |
+
"learning_rate": 5.555555555555557e-06,
|
37 |
+
"loss": 1.1161,
|
38 |
+
"step": 5
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 2.0,
|
42 |
+
"learning_rate": 6.666666666666667e-06,
|
43 |
+
"loss": 1.1106,
|
44 |
+
"step": 6
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 2.33,
|
48 |
+
"learning_rate": 7.77777777777778e-06,
|
49 |
+
"loss": 1.1141,
|
50 |
+
"step": 7
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 2.67,
|
54 |
+
"learning_rate": 8.888888888888888e-06,
|
55 |
+
"loss": 1.1085,
|
56 |
+
"step": 8
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"learning_rate": 1e-05,
|
61 |
+
"loss": 1.0992,
|
62 |
+
"step": 9
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 3.33,
|
66 |
+
"learning_rate": 1.1111111111111113e-05,
|
67 |
+
"loss": 1.1015,
|
68 |
+
"step": 10
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 3.33,
|
72 |
+
"eval_accuracy_dropoff": 0.5975256737197602,
|
73 |
+
"eval_accuracy_undropoff": 0.31695782815139334,
|
74 |
+
"eval_accuracy_unlabeled": NaN,
|
75 |
+
"eval_iou_dropoff": 0.04272275097162494,
|
76 |
+
"eval_iou_undropoff": 0.3123742688218148,
|
77 |
+
"eval_iou_unlabeled": 0.0,
|
78 |
+
"eval_loss": 1.0990227460861206,
|
79 |
+
"eval_mean_accuracy": 0.45724175093557673,
|
80 |
+
"eval_mean_iou": 0.1183656732644799,
|
81 |
+
"eval_overall_accuracy": 0.32938079833984374,
|
82 |
+
"eval_runtime": 1.6795,
|
83 |
+
"eval_samples_per_second": 8.931,
|
84 |
+
"eval_steps_per_second": 0.595,
|
85 |
+
"step": 10
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 3.67,
|
89 |
+
"learning_rate": 1.2222222222222224e-05,
|
90 |
+
"loss": 1.102,
|
91 |
+
"step": 11
|
92 |
+
},
|
93 |
+
{
|
94 |
+
"epoch": 4.0,
|
95 |
+
"learning_rate": 1.3333333333333333e-05,
|
96 |
+
"loss": 1.0912,
|
97 |
+
"step": 12
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 4.33,
|
101 |
+
"learning_rate": 1.4444444444444446e-05,
|
102 |
+
"loss": 1.0939,
|
103 |
+
"step": 13
|
104 |
+
},
|
105 |
+
{
|
106 |
+
"epoch": 4.67,
|
107 |
+
"learning_rate": 1.555555555555556e-05,
|
108 |
+
"loss": 1.0846,
|
109 |
+
"step": 14
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 5.0,
|
113 |
+
"learning_rate": 1.6666666666666667e-05,
|
114 |
+
"loss": 1.0804,
|
115 |
+
"step": 15
|
116 |
+
},
|
117 |
+
{
|
118 |
+
"epoch": 5.33,
|
119 |
+
"learning_rate": 1.7777777777777777e-05,
|
120 |
+
"loss": 1.0734,
|
121 |
+
"step": 16
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 5.67,
|
125 |
+
"learning_rate": 1.888888888888889e-05,
|
126 |
+
"loss": 1.0642,
|
127 |
+
"step": 17
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 6.0,
|
131 |
+
"learning_rate": 2e-05,
|
132 |
+
"loss": 1.0945,
|
133 |
+
"step": 18
|
134 |
+
},
|
135 |
+
{
|
136 |
+
"epoch": 6.33,
|
137 |
+
"learning_rate": 1.994152046783626e-05,
|
138 |
+
"loss": 1.0588,
|
139 |
+
"step": 19
|
140 |
+
},
|
141 |
+
{
|
142 |
+
"epoch": 6.67,
|
143 |
+
"learning_rate": 1.9883040935672515e-05,
|
144 |
+
"loss": 1.0478,
|
145 |
+
"step": 20
|
146 |
+
},
|
147 |
+
{
|
148 |
+
"epoch": 6.67,
|
149 |
+
"eval_accuracy_dropoff": 0.8648482551060261,
|
150 |
+
"eval_accuracy_undropoff": 0.5515245664509166,
|
151 |
+
"eval_accuracy_unlabeled": NaN,
|
152 |
+
"eval_iou_dropoff": 0.08793587759511783,
|
153 |
+
"eval_iou_undropoff": 0.5482206998703943,
|
154 |
+
"eval_iou_unlabeled": 0.0,
|
155 |
+
"eval_loss": 1.0755951404571533,
|
156 |
+
"eval_mean_accuracy": 0.7081864107784714,
|
157 |
+
"eval_mean_iou": 0.21205219248850404,
|
158 |
+
"eval_overall_accuracy": 0.5653978983561198,
|
159 |
+
"eval_runtime": 1.8074,
|
160 |
+
"eval_samples_per_second": 8.299,
|
161 |
+
"eval_steps_per_second": 0.553,
|
162 |
+
"step": 20
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 7.0,
|
166 |
+
"learning_rate": 1.9824561403508773e-05,
|
167 |
+
"loss": 1.0748,
|
168 |
+
"step": 21
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 7.33,
|
172 |
+
"learning_rate": 1.976608187134503e-05,
|
173 |
+
"loss": 1.0343,
|
174 |
+
"step": 22
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 7.67,
|
178 |
+
"learning_rate": 1.970760233918129e-05,
|
179 |
+
"loss": 1.0348,
|
180 |
+
"step": 23
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 8.0,
|
184 |
+
"learning_rate": 1.9649122807017544e-05,
|
185 |
+
"loss": 1.0366,
|
186 |
+
"step": 24
|
187 |
+
},
|
188 |
+
{
|
189 |
+
"epoch": 8.33,
|
190 |
+
"learning_rate": 1.9590643274853802e-05,
|
191 |
+
"loss": 1.0351,
|
192 |
+
"step": 25
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 8.67,
|
196 |
+
"learning_rate": 1.953216374269006e-05,
|
197 |
+
"loss": 1.0085,
|
198 |
+
"step": 26
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 9.0,
|
202 |
+
"learning_rate": 1.9473684210526318e-05,
|
203 |
+
"loss": 1.0048,
|
204 |
+
"step": 27
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 9.33,
|
208 |
+
"learning_rate": 1.9415204678362573e-05,
|
209 |
+
"loss": 1.0001,
|
210 |
+
"step": 28
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 9.67,
|
214 |
+
"learning_rate": 1.935672514619883e-05,
|
215 |
+
"loss": 0.9877,
|
216 |
+
"step": 29
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 10.0,
|
220 |
+
"learning_rate": 1.929824561403509e-05,
|
221 |
+
"loss": 1.0451,
|
222 |
+
"step": 30
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 10.0,
|
226 |
+
"eval_accuracy_dropoff": 0.8842327750591586,
|
227 |
+
"eval_accuracy_undropoff": 0.7264455095352592,
|
228 |
+
"eval_accuracy_unlabeled": NaN,
|
229 |
+
"eval_iou_dropoff": 0.1312558881078339,
|
230 |
+
"eval_iou_undropoff": 0.7226098464796189,
|
231 |
+
"eval_iou_unlabeled": 0.0,
|
232 |
+
"eval_loss": 1.026917576789856,
|
233 |
+
"eval_mean_accuracy": 0.8053391422972089,
|
234 |
+
"eval_mean_iou": 0.2846219115291509,
|
235 |
+
"eval_overall_accuracy": 0.7334320068359375,
|
236 |
+
"eval_runtime": 1.7831,
|
237 |
+
"eval_samples_per_second": 8.412,
|
238 |
+
"eval_steps_per_second": 0.561,
|
239 |
+
"step": 30
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 10.33,
|
243 |
+
"learning_rate": 1.9239766081871347e-05,
|
244 |
+
"loss": 0.9774,
|
245 |
+
"step": 31
|
246 |
+
},
|
247 |
+
{
|
248 |
+
"epoch": 10.67,
|
249 |
+
"learning_rate": 1.9181286549707602e-05,
|
250 |
+
"loss": 0.9797,
|
251 |
+
"step": 32
|
252 |
+
},
|
253 |
+
{
|
254 |
+
"epoch": 11.0,
|
255 |
+
"learning_rate": 1.912280701754386e-05,
|
256 |
+
"loss": 0.9325,
|
257 |
+
"step": 33
|
258 |
+
},
|
259 |
+
{
|
260 |
+
"epoch": 11.33,
|
261 |
+
"learning_rate": 1.9064327485380118e-05,
|
262 |
+
"loss": 0.9775,
|
263 |
+
"step": 34
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 11.67,
|
267 |
+
"learning_rate": 1.9005847953216376e-05,
|
268 |
+
"loss": 0.9393,
|
269 |
+
"step": 35
|
270 |
+
},
|
271 |
+
{
|
272 |
+
"epoch": 12.0,
|
273 |
+
"learning_rate": 1.894736842105263e-05,
|
274 |
+
"loss": 0.9431,
|
275 |
+
"step": 36
|
276 |
+
},
|
277 |
+
{
|
278 |
+
"epoch": 12.33,
|
279 |
+
"learning_rate": 1.888888888888889e-05,
|
280 |
+
"loss": 0.9369,
|
281 |
+
"step": 37
|
282 |
+
},
|
283 |
+
{
|
284 |
+
"epoch": 12.67,
|
285 |
+
"learning_rate": 1.8830409356725147e-05,
|
286 |
+
"loss": 0.9234,
|
287 |
+
"step": 38
|
288 |
+
},
|
289 |
+
{
|
290 |
+
"epoch": 13.0,
|
291 |
+
"learning_rate": 1.8771929824561405e-05,
|
292 |
+
"loss": 1.0184,
|
293 |
+
"step": 39
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 13.33,
|
297 |
+
"learning_rate": 1.871345029239766e-05,
|
298 |
+
"loss": 0.9095,
|
299 |
+
"step": 40
|
300 |
+
},
|
301 |
+
{
|
302 |
+
"epoch": 13.33,
|
303 |
+
"eval_accuracy_dropoff": 0.7349346382704988,
|
304 |
+
"eval_accuracy_undropoff": 0.8459984055569215,
|
305 |
+
"eval_accuracy_unlabeled": NaN,
|
306 |
+
"eval_iou_dropoff": 0.17233702408257653,
|
307 |
+
"eval_iou_undropoff": 0.835792668708584,
|
308 |
+
"eval_iou_unlabeled": 0.0,
|
309 |
+
"eval_loss": 0.947559118270874,
|
310 |
+
"eval_mean_accuracy": 0.7904665219137101,
|
311 |
+
"eval_mean_iou": 0.33604323093038685,
|
312 |
+
"eval_overall_accuracy": 0.8410807291666667,
|
313 |
+
"eval_runtime": 1.7664,
|
314 |
+
"eval_samples_per_second": 8.492,
|
315 |
+
"eval_steps_per_second": 0.566,
|
316 |
+
"step": 40
|
317 |
+
}
|
318 |
+
],
|
319 |
+
"max_steps": 360,
|
320 |
+
"num_train_epochs": 120,
|
321 |
+
"total_flos": 8028359035453440.0,
|
322 |
+
"trial_name": null,
|
323 |
+
"trial_params": null
|
324 |
+
}
|
checkpoint-40/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:956bf1976427a2f6d5abaeb4217db08d9dd40b4dfb95afeb46f806f35903c20d
|
3 |
+
size 4155
|
config.json
ADDED
@@ -0,0 +1,80 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "nvidia/mit-b0",
|
3 |
+
"architectures": [
|
4 |
+
"SegformerForSemanticSegmentation"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"classifier_dropout_prob": 0.1,
|
8 |
+
"decoder_hidden_size": 256,
|
9 |
+
"depths": [
|
10 |
+
2,
|
11 |
+
2,
|
12 |
+
2,
|
13 |
+
2
|
14 |
+
],
|
15 |
+
"downsampling_rates": [
|
16 |
+
1,
|
17 |
+
4,
|
18 |
+
8,
|
19 |
+
16
|
20 |
+
],
|
21 |
+
"drop_path_rate": 0.1,
|
22 |
+
"hidden_act": "gelu",
|
23 |
+
"hidden_dropout_prob": 0.0,
|
24 |
+
"hidden_sizes": [
|
25 |
+
32,
|
26 |
+
64,
|
27 |
+
160,
|
28 |
+
256
|
29 |
+
],
|
30 |
+
"id2label": {
|
31 |
+
"0": "unlabeled",
|
32 |
+
"1": "dropoff",
|
33 |
+
"2": "undropoff"
|
34 |
+
},
|
35 |
+
"image_size": 224,
|
36 |
+
"initializer_range": 0.02,
|
37 |
+
"label2id": {
|
38 |
+
"dropoff": 1,
|
39 |
+
"undropoff": 2,
|
40 |
+
"unlabeled": 0
|
41 |
+
},
|
42 |
+
"layer_norm_eps": 1e-06,
|
43 |
+
"mlp_ratios": [
|
44 |
+
4,
|
45 |
+
4,
|
46 |
+
4,
|
47 |
+
4
|
48 |
+
],
|
49 |
+
"model_type": "segformer",
|
50 |
+
"num_attention_heads": [
|
51 |
+
1,
|
52 |
+
2,
|
53 |
+
5,
|
54 |
+
8
|
55 |
+
],
|
56 |
+
"num_channels": 3,
|
57 |
+
"num_encoder_blocks": 4,
|
58 |
+
"patch_sizes": [
|
59 |
+
7,
|
60 |
+
3,
|
61 |
+
3,
|
62 |
+
3
|
63 |
+
],
|
64 |
+
"reshape_last_stage": true,
|
65 |
+
"semantic_loss_ignore_index": 255,
|
66 |
+
"sr_ratios": [
|
67 |
+
8,
|
68 |
+
4,
|
69 |
+
2,
|
70 |
+
1
|
71 |
+
],
|
72 |
+
"strides": [
|
73 |
+
4,
|
74 |
+
2,
|
75 |
+
2,
|
76 |
+
2
|
77 |
+
],
|
78 |
+
"torch_dtype": "float32",
|
79 |
+
"transformers_version": "4.30.2"
|
80 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:64371432c385cfab974edfeddb1b38738a843d22d97e8d1aae11dac243e8a43a
|
3 |
+
size 14932813
|
runs/Feb12_06-10-25_robovision.csres.utexas.edu/events.out.tfevents.1707739840.robovision.csres.utexas.edu.2691300.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:429a8bd5abe7d44f7009d43e1a669f82a2915cdb916c01f728985d2b1e5ba1da
|
3 |
+
size 14052
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:956bf1976427a2f6d5abaeb4217db08d9dd40b4dfb95afeb46f806f35903c20d
|
3 |
+
size 4155
|