Hugging Face's logo

Datasets:
minhnguyent546
/
ICH-17-model-checkpoints

Dataset card Files
xet
Community
minhnguyent546 commited on
Commit
bffec20
·
verified ·
1 Parent(s): f8aaac6

add s222_coatnet_2_drop_20

Browse files
Files changed (12) hide show
  1. seed-222/hiioek4j-s222_coatnet_2_drop_20/metadata.yml +40 -0
  2. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_34_accuracy_0.7269.pth +3 -0
  3. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_34_f1_0.7069.pth +3 -0
  4. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_36_accuracy_0.7196.pth +3 -0
  5. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_36_f1_0.7004.pth +3 -0
  6. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_37_accuracy_0.7251.pth +3 -0
  7. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_37_f1_0.7044.pth +3 -0
  8. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_38_accuracy_0.7269.pth +3 -0
  9. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_38_f1_0.7064.pth +3 -0
  10. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_39_accuracy_0.7214.pth +3 -0
  11. seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_39_f1_0.7022.pth +3 -0
  12. seed-222/hiioek4j-s222_coatnet_2_drop_20/test_results.json +269 -0
seed-222/hiioek4j-s222_coatnet_2_drop_20/metadata.yml ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ args:
2
+ best_checkpoint_metrics:
3
+ - accuracy
4
+ - f1
5
+ checkpoints_dir: ./checkpoints
6
+ dataset_dir: data/seed-222/ICH-17-processed-3-seed-222-drop-20
7
+ eval_batch_size: 64
8
+ from_checkpoint: null
9
+ gradient_accum_steps: 2
10
+ label_smoothing: 0.1
11
+ lr: 0.0001
12
+ max_grad_norm: 1.0
13
+ min_lr: 0.0
14
+ mixed_precision: fp16
15
+ model: timm/coatnet_2_rw_224.sw_in12k_ft_in1k
16
+ model_ema_decay: 0.9999
17
+ model_ema_warmup: false
18
+ num_epochs: 50
19
+ num_workers: 4
20
+ run_test_only: false
21
+ save_best_k: 5
22
+ scheduler_T_0: 10
23
+ scheduler_T_mult: 3
24
+ seed: 222
25
+ train_batch_size: 64
26
+ use_ema: false
27
+ use_mixup_cutmix: true
28
+ wandb_logging: true
29
+ wandb_name: s222_coatnet_2_drop_20
30
+ wandb_notes: null
31
+ wandb_project: soups
32
+ wandb_resume_id: null
33
+ wandb_tags: null
34
+ weight_decay: 0.001
35
+ wandb:
36
+ id: hiioek4j
37
+ name: s222_coatnet_2_drop_20
38
+ notes: null
39
+ project: soups
40
+ tags: !!python/tuple []
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_34_accuracy_0.7269.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a738fe55828496b4ad0599c2f828a73e3e1d2c551df8334035a28c66b0cb53f7
3
+ size 291730137
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_34_f1_0.7069.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:48c93ec4dfafa2d0a2ff5082bf863448c6aaf60bd6f28fbcb9d87f083042ef2b
3
+ size 291727701
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_36_accuracy_0.7196.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:497acce22b4a1f338dfd15639148d21b1670d24ca1c5e04684a4c0558ef39946
3
+ size 291730137
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_36_f1_0.7004.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d7384c8fe36941d1b77b3bd2d0c9882f99061818954db764c2d54faece6694d6
3
+ size 291727701
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_37_accuracy_0.7251.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d502d5e4f53d2a5ef4afe377664bd88e0ecb76bae0ecaf0ca22175de46673fb6
3
+ size 291730137
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_37_f1_0.7044.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6d520844230788233802703f55036a361a1e0aabd40df08a4808ae21890aa7b8
3
+ size 291727701
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_38_accuracy_0.7269.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b2251462a48ff482e0d2ba2e2eea045dd5fd33c9d03c620dcc98d47d841ab48a
3
+ size 291730137
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_38_f1_0.7064.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c52414fedea3a5960ce684b8e5d4a10324c1a649971ceedc4f513e2db2f678c9
3
+ size 291727701
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_39_accuracy_0.7214.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:27eea0d544a55b44e62dd7e192d5c23dcd98e53d0b87ed9c7c46364172cbf428
3
+ size 291730137
seed-222/hiioek4j-s222_coatnet_2_drop_20/model_epoch_39_f1_0.7022.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d154ceb52e4afddf2da05c998cdd79ef3020c2c8a9d21c4cbb42f87247ac5875
3
+ size 291727701
seed-222/hiioek4j-s222_coatnet_2_drop_20/test_results.json ADDED
@@ -0,0 +1,269 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_34_accuracy_0.7269.pth": {
3
+ "loss": "1.3302",
4
+ "accuracy": "0.6661",
5
+ "precision": "0.6395",
6
+ "recall": "0.6301",
7
+ "f1": "0.6313",
8
+ "per_class_accuracy": {
9
+ "1-ok": "0.9070",
10
+ "10-ok": "0.4375",
11
+ "11-ok": "0.7500",
12
+ "12-ok": "0.8596",
13
+ "13-ok": "0.5294",
14
+ "14-ok": "0.9211",
15
+ "15-ok": "0.6098",
16
+ "16-ok": "0.6452",
17
+ "17-ok": "1.0000",
18
+ "2-ok": "0.4706",
19
+ "3-ok": "0.9412",
20
+ "4-ok": "0.1471",
21
+ "5-ok": "0.5714",
22
+ "6-ok": "0.6667",
23
+ "7-ok": "0.5143",
24
+ "8-ok": "0.3125",
25
+ "9-ok": "0.4286"
26
+ }
27
+ },
28
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_34_f1_0.7069.pth": {
29
+ "loss": "1.3302",
30
+ "accuracy": "0.6661",
31
+ "precision": "0.6395",
32
+ "recall": "0.6301",
33
+ "f1": "0.6313",
34
+ "per_class_accuracy": {
35
+ "1-ok": "0.9070",
36
+ "10-ok": "0.4375",
37
+ "11-ok": "0.7500",
38
+ "12-ok": "0.8596",
39
+ "13-ok": "0.5294",
40
+ "14-ok": "0.9211",
41
+ "15-ok": "0.6098",
42
+ "16-ok": "0.6452",
43
+ "17-ok": "1.0000",
44
+ "2-ok": "0.4706",
45
+ "3-ok": "0.9412",
46
+ "4-ok": "0.1471",
47
+ "5-ok": "0.5714",
48
+ "6-ok": "0.6667",
49
+ "7-ok": "0.5143",
50
+ "8-ok": "0.3125",
51
+ "9-ok": "0.4286"
52
+ }
53
+ },
54
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_36_accuracy_0.7196.pth": {
55
+ "loss": "1.3838",
56
+ "accuracy": "0.6678",
57
+ "precision": "0.6402",
58
+ "recall": "0.6325",
59
+ "f1": "0.6329",
60
+ "per_class_accuracy": {
61
+ "1-ok": "0.8837",
62
+ "10-ok": "0.4375",
63
+ "11-ok": "0.7500",
64
+ "12-ok": "0.8596",
65
+ "13-ok": "0.5294",
66
+ "14-ok": "0.9211",
67
+ "15-ok": "0.6098",
68
+ "16-ok": "0.6774",
69
+ "17-ok": "0.9767",
70
+ "2-ok": "0.5294",
71
+ "3-ok": "0.9412",
72
+ "4-ok": "0.1471",
73
+ "5-ok": "0.5357",
74
+ "6-ok": "0.6667",
75
+ "7-ok": "0.4857",
76
+ "8-ok": "0.3125",
77
+ "9-ok": "0.4898"
78
+ }
79
+ },
80
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_36_f1_0.7004.pth": {
81
+ "loss": "1.3838",
82
+ "accuracy": "0.6678",
83
+ "precision": "0.6402",
84
+ "recall": "0.6325",
85
+ "f1": "0.6329",
86
+ "per_class_accuracy": {
87
+ "1-ok": "0.8837",
88
+ "10-ok": "0.4375",
89
+ "11-ok": "0.7500",
90
+ "12-ok": "0.8596",
91
+ "13-ok": "0.5294",
92
+ "14-ok": "0.9211",
93
+ "15-ok": "0.6098",
94
+ "16-ok": "0.6774",
95
+ "17-ok": "0.9767",
96
+ "2-ok": "0.5294",
97
+ "3-ok": "0.9412",
98
+ "4-ok": "0.1471",
99
+ "5-ok": "0.5357",
100
+ "6-ok": "0.6667",
101
+ "7-ok": "0.4857",
102
+ "8-ok": "0.3125",
103
+ "9-ok": "0.4898"
104
+ }
105
+ },
106
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_37_accuracy_0.7251.pth": {
107
+ "loss": "1.3728",
108
+ "accuracy": "0.6645",
109
+ "precision": "0.6394",
110
+ "recall": "0.6313",
111
+ "f1": "0.6321",
112
+ "per_class_accuracy": {
113
+ "1-ok": "0.8837",
114
+ "10-ok": "0.4375",
115
+ "11-ok": "0.8000",
116
+ "12-ok": "0.8596",
117
+ "13-ok": "0.5294",
118
+ "14-ok": "0.9211",
119
+ "15-ok": "0.5854",
120
+ "16-ok": "0.6774",
121
+ "17-ok": "0.9767",
122
+ "2-ok": "0.5294",
123
+ "3-ok": "0.9216",
124
+ "4-ok": "0.1471",
125
+ "5-ok": "0.5357",
126
+ "6-ok": "0.6389",
127
+ "7-ok": "0.4857",
128
+ "8-ok": "0.3125",
129
+ "9-ok": "0.4898"
130
+ }
131
+ },
132
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_37_f1_0.7044.pth": {
133
+ "loss": "1.3728",
134
+ "accuracy": "0.6645",
135
+ "precision": "0.6394",
136
+ "recall": "0.6313",
137
+ "f1": "0.6321",
138
+ "per_class_accuracy": {
139
+ "1-ok": "0.8837",
140
+ "10-ok": "0.4375",
141
+ "11-ok": "0.8000",
142
+ "12-ok": "0.8596",
143
+ "13-ok": "0.5294",
144
+ "14-ok": "0.9211",
145
+ "15-ok": "0.5854",
146
+ "16-ok": "0.6774",
147
+ "17-ok": "0.9767",
148
+ "2-ok": "0.5294",
149
+ "3-ok": "0.9216",
150
+ "4-ok": "0.1471",
151
+ "5-ok": "0.5357",
152
+ "6-ok": "0.6389",
153
+ "7-ok": "0.4857",
154
+ "8-ok": "0.3125",
155
+ "9-ok": "0.4898"
156
+ }
157
+ },
158
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_38_accuracy_0.7269.pth": {
159
+ "loss": "1.3430",
160
+ "accuracy": "0.6694",
161
+ "precision": "0.6443",
162
+ "recall": "0.6363",
163
+ "f1": "0.6367",
164
+ "per_class_accuracy": {
165
+ "1-ok": "0.8837",
166
+ "10-ok": "0.4375",
167
+ "11-ok": "0.8000",
168
+ "12-ok": "0.8596",
169
+ "13-ok": "0.5294",
170
+ "14-ok": "0.9211",
171
+ "15-ok": "0.5854",
172
+ "16-ok": "0.6774",
173
+ "17-ok": "0.9767",
174
+ "2-ok": "0.5294",
175
+ "3-ok": "0.9020",
176
+ "4-ok": "0.1471",
177
+ "5-ok": "0.5357",
178
+ "6-ok": "0.6944",
179
+ "7-ok": "0.5143",
180
+ "8-ok": "0.3125",
181
+ "9-ok": "0.5102"
182
+ }
183
+ },
184
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_38_f1_0.7064.pth": {
185
+ "loss": "1.3430",
186
+ "accuracy": "0.6694",
187
+ "precision": "0.6443",
188
+ "recall": "0.6363",
189
+ "f1": "0.6367",
190
+ "per_class_accuracy": {
191
+ "1-ok": "0.8837",
192
+ "10-ok": "0.4375",
193
+ "11-ok": "0.8000",
194
+ "12-ok": "0.8596",
195
+ "13-ok": "0.5294",
196
+ "14-ok": "0.9211",
197
+ "15-ok": "0.5854",
198
+ "16-ok": "0.6774",
199
+ "17-ok": "0.9767",
200
+ "2-ok": "0.5294",
201
+ "3-ok": "0.9020",
202
+ "4-ok": "0.1471",
203
+ "5-ok": "0.5357",
204
+ "6-ok": "0.6944",
205
+ "7-ok": "0.5143",
206
+ "8-ok": "0.3125",
207
+ "9-ok": "0.5102"
208
+ }
209
+ },
210
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_39_accuracy_0.7214.pth": {
211
+ "loss": "1.3348",
212
+ "accuracy": "0.6645",
213
+ "precision": "0.6387",
214
+ "recall": "0.6309",
215
+ "f1": "0.6311",
216
+ "per_class_accuracy": {
217
+ "1-ok": "0.9070",
218
+ "10-ok": "0.4375",
219
+ "11-ok": "0.7500",
220
+ "12-ok": "0.8596",
221
+ "13-ok": "0.5294",
222
+ "14-ok": "0.9211",
223
+ "15-ok": "0.5610",
224
+ "16-ok": "0.6774",
225
+ "17-ok": "1.0000",
226
+ "2-ok": "0.5294",
227
+ "3-ok": "0.9216",
228
+ "4-ok": "0.1176",
229
+ "5-ok": "0.5714",
230
+ "6-ok": "0.6667",
231
+ "7-ok": "0.5143",
232
+ "8-ok": "0.3125",
233
+ "9-ok": "0.4490"
234
+ }
235
+ },
236
+ "./checkpoints/2025-06-14_16-01-16/model_epoch_39_f1_0.7022.pth": {
237
+ "loss": "1.3348",
238
+ "accuracy": "0.6645",
239
+ "precision": "0.6387",
240
+ "recall": "0.6309",
241
+ "f1": "0.6311",
242
+ "per_class_accuracy": {
243
+ "1-ok": "0.9070",
244
+ "10-ok": "0.4375",
245
+ "11-ok": "0.7500",
246
+ "12-ok": "0.8596",
247
+ "13-ok": "0.5294",
248
+ "14-ok": "0.9211",
249
+ "15-ok": "0.5610",
250
+ "16-ok": "0.6774",
251
+ "17-ok": "1.0000",
252
+ "2-ok": "0.5294",
253
+ "3-ok": "0.9216",
254
+ "4-ok": "0.1176",
255
+ "5-ok": "0.5714",
256
+ "6-ok": "0.6667",
257
+ "7-ok": "0.5143",
258
+ "8-ok": "0.3125",
259
+ "9-ok": "0.4490"
260
+ }
261
+ },
262
+ "best_results": {
263
+ "loss": "1.3430",
264
+ "accuracy": "0.6694",
265
+ "precision": "0.6443",
266
+ "recall": "0.6363",
267
+ "f1": "0.6367"
268
+ }
269
+ }