Upload 6 files
Browse files- ade_overlapped_100-10_STAR/config.json +109 -0
- ade_overlapped_100-10_STAR/overlapped_100-10_STAR.pth +3 -0
- ade_overlapped_100-50_STAR/config.json +109 -0
- ade_overlapped_100-50_STAR/overlapped_100-50_STAR.pth +3 -0
- ade_overlapped_50-50_STAR/config.json +109 -0
- ade_overlapped_50-50_STAR/overlapped_50-50_STAR.pth +3 -0
ade_overlapped_100-10_STAR/config.json
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{
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"name": "STAR",
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"n_gpu": 2,
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"multiprocessing_distributed": true,
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"rank": 0,
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"world_size": 1,
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"dist_backend": "nccl",
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"dist_url": "tcp://127.0.0.1:12345",
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"seed": 1,
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"use_amp": true,
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"arch": {
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"type": "DeepLabV3",
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"args": {
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"output_stride": 16,
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"norm_act": "bn_sync",
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"backbone_pretrained": true,
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"freeze_all_bn": true
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}
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},
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"data_loader": {
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"type": "ADEIncrementalDataLoader",
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"args": {
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"task": {
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"name": "100-10",
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"step": 5,
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"setting": "overlap",
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"idxs_path": "./data/"
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},
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"train": {
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"args": {
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"transform": true,
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"transform_args": {
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"crop_size": 512
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},
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"masking_value": 0
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},
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"batch_size": 12
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},
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"val": {
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"cross_val": false,
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"args": {
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"transform": true,
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"transform_args": {
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"crop_size": 512
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},
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"masking_value": 255
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},
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"batch_size": 1
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},
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"test": {
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"args": {
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"transform": true,
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"transform_args": {
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"crop_size": 512
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},
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"masking_value": 255
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},
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"batch_size": 1
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},
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"num_workers": 4,
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"pin_memory": true,
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"memory": {
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"mem_size": 0
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}
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}
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},
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"optimizer": {
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"type": "SGD",
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"args": {
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"lr": 0.00025,
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"weight_decay": 0.0001,
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"momentum": 0.9,
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"nesterov": true
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}
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},
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"hyperparameter": {
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"pos_weight": 30.0,
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"mbce": 1,
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"pkd": 5,
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"cont": 0.05
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},
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"lr_scheduler": {
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"type": "WarmupPolyLR",
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"args": {
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"warmup_iters": 0.2
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}
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},
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"evaluator": {
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"type": "Evaluator",
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"args": {}
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},
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"metrics": [
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"Pixel_Accuracy",
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"Pixel_Accuracy_Class",
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"Mean_Intersection_over_Union"
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],
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"trainer": {
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"epochs": 100,
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"save_dir": "saved_ade",
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"save_period": 10,
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"validation_period": 10,
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"verbosity": 2,
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"monitor": "off",
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"early_stop": -1,
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"reset_best_mnt": false,
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"tensorboard": false
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},
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"test": false
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}
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ade_overlapped_100-10_STAR/overlapped_100-10_STAR.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3dfeb32474147db73a9d217525167992c80cd821520ce96f5d7d51f197a8ea3b
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size 469582911
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ade_overlapped_100-50_STAR/config.json
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{
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"name": "STAR",
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| 3 |
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"n_gpu": 2,
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| 4 |
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"multiprocessing_distributed": true,
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| 5 |
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"rank": 0,
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| 6 |
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"world_size": 1,
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| 7 |
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"dist_backend": "nccl",
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| 8 |
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"dist_url": "tcp://127.0.0.1:12370",
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| 9 |
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"seed": 1,
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| 10 |
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"use_amp": true,
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| 11 |
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"arch": {
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| 12 |
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"type": "DeepLabV3",
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| 13 |
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"args": {
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| 14 |
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"output_stride": 16,
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| 15 |
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"norm_act": "bn_sync",
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| 16 |
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"backbone_pretrained": true,
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| 17 |
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"freeze_all_bn": true
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| 18 |
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}
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| 19 |
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},
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| 20 |
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"data_loader": {
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| 21 |
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"type": "ADEIncrementalDataLoader",
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| 22 |
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"args": {
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| 23 |
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"task": {
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| 24 |
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"name": "100-50",
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| 25 |
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"step": 1,
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| 26 |
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"setting": "overlap",
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| 27 |
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"idxs_path": "./data/"
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| 28 |
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},
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| 29 |
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"train": {
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| 30 |
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"args": {
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| 31 |
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"transform": true,
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| 32 |
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"transform_args": {
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| 33 |
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"crop_size": 512
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| 34 |
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},
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| 35 |
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"masking_value": 0
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| 36 |
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},
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| 37 |
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"batch_size": 12
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| 38 |
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},
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| 39 |
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"val": {
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| 40 |
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"cross_val": false,
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| 41 |
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"args": {
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| 42 |
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"transform": true,
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| 43 |
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"transform_args": {
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| 44 |
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"crop_size": 512
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| 45 |
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},
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| 46 |
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"masking_value": 255
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| 47 |
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},
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| 48 |
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"batch_size": 1
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| 49 |
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},
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| 50 |
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"test": {
|
| 51 |
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"args": {
|
| 52 |
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"transform": true,
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| 53 |
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"transform_args": {
|
| 54 |
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"crop_size": 512
|
| 55 |
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},
|
| 56 |
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"masking_value": 255
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| 57 |
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},
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| 58 |
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"batch_size": 1
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| 59 |
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},
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| 60 |
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"num_workers": 4,
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| 61 |
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"pin_memory": true,
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| 62 |
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"memory": {
|
| 63 |
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"mem_size": 0
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| 64 |
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}
|
| 65 |
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}
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| 66 |
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},
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| 67 |
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"optimizer": {
|
| 68 |
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"type": "SGD",
|
| 69 |
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"args": {
|
| 70 |
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"lr": 0.00025,
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| 71 |
+
"weight_decay": 0.0001,
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| 72 |
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"momentum": 0.9,
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| 73 |
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"nesterov": true
|
| 74 |
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}
|
| 75 |
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},
|
| 76 |
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"hyperparameter": {
|
| 77 |
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"pos_weight": 30.0,
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| 78 |
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"mbce": 1,
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| 79 |
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"pkd": 5,
|
| 80 |
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"cont": 0.05
|
| 81 |
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},
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| 82 |
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"lr_scheduler": {
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| 83 |
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"type": "WarmupPolyLR",
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| 84 |
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"args": {
|
| 85 |
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"warmup_iters": 0.2
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| 86 |
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}
|
| 87 |
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},
|
| 88 |
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"evaluator": {
|
| 89 |
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"type": "Evaluator",
|
| 90 |
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"args": {}
|
| 91 |
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},
|
| 92 |
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"metrics": [
|
| 93 |
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"Pixel_Accuracy",
|
| 94 |
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"Pixel_Accuracy_Class",
|
| 95 |
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"Mean_Intersection_over_Union"
|
| 96 |
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],
|
| 97 |
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"trainer": {
|
| 98 |
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"epochs": 100,
|
| 99 |
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"save_dir": "saved_ade",
|
| 100 |
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"save_period": 10,
|
| 101 |
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"validation_period": 10,
|
| 102 |
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"verbosity": 2,
|
| 103 |
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"monitor": "off",
|
| 104 |
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"early_stop": -1,
|
| 105 |
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"reset_best_mnt": false,
|
| 106 |
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"tensorboard": false
|
| 107 |
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},
|
| 108 |
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"test": false
|
| 109 |
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}
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ade_overlapped_100-50_STAR/overlapped_100-50_STAR.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:59b8e17aecc6b35f621afa22006cf6cab30ac126a5ffc955bd064bf24bc18aae
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| 3 |
+
size 469578335
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ade_overlapped_50-50_STAR/config.json
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{
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"name": "STAR",
|
| 3 |
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"n_gpu": 2,
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| 4 |
+
"multiprocessing_distributed": true,
|
| 5 |
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"rank": 0,
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| 6 |
+
"world_size": 1,
|
| 7 |
+
"dist_backend": "nccl",
|
| 8 |
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"dist_url": "tcp://127.0.0.1:12345",
|
| 9 |
+
"seed": 1,
|
| 10 |
+
"use_amp": true,
|
| 11 |
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"arch": {
|
| 12 |
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"type": "DeepLabV3",
|
| 13 |
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"args": {
|
| 14 |
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"output_stride": 16,
|
| 15 |
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"norm_act": "bn_sync",
|
| 16 |
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"backbone_pretrained": true,
|
| 17 |
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"freeze_all_bn": true
|
| 18 |
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}
|
| 19 |
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},
|
| 20 |
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"data_loader": {
|
| 21 |
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"type": "ADEIncrementalDataLoader",
|
| 22 |
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"args": {
|
| 23 |
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"task": {
|
| 24 |
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"name": "50-50",
|
| 25 |
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"step": 2,
|
| 26 |
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"setting": "overlap",
|
| 27 |
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"idxs_path": "./data/"
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| 28 |
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},
|
| 29 |
+
"train": {
|
| 30 |
+
"args": {
|
| 31 |
+
"transform": true,
|
| 32 |
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"transform_args": {
|
| 33 |
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"crop_size": 512
|
| 34 |
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},
|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"args": {
|
| 42 |
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|
| 43 |
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"transform_args": {
|
| 44 |
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|
| 45 |
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},
|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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"test": {
|
| 51 |
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"args": {
|
| 52 |
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"transform": true,
|
| 53 |
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"transform_args": {
|
| 54 |
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"crop_size": 512
|
| 55 |
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},
|
| 56 |
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|
| 57 |
+
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|
| 58 |
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"batch_size": 1
|
| 59 |
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},
|
| 60 |
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"num_workers": 4,
|
| 61 |
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"pin_memory": true,
|
| 62 |
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"memory": {
|
| 63 |
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"mem_size": 0
|
| 64 |
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}
|
| 65 |
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|
| 66 |
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|
| 67 |
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"optimizer": {
|
| 68 |
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"type": "SGD",
|
| 69 |
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"args": {
|
| 70 |
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|
| 71 |
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"weight_decay": 0.0001,
|
| 72 |
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"momentum": 0.9,
|
| 73 |
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"nesterov": true
|
| 74 |
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}
|
| 75 |
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},
|
| 76 |
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"hyperparameter": {
|
| 77 |
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"pos_weight": 30.0,
|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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"lr_scheduler": {
|
| 83 |
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"type": "WarmupPolyLR",
|
| 84 |
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|
| 85 |
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|
| 86 |
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}
|
| 87 |
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},
|
| 88 |
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"evaluator": {
|
| 89 |
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"type": "Evaluator",
|
| 90 |
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"args": {}
|
| 91 |
+
},
|
| 92 |
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"metrics": [
|
| 93 |
+
"Pixel_Accuracy",
|
| 94 |
+
"Pixel_Accuracy_Class",
|
| 95 |
+
"Mean_Intersection_over_Union"
|
| 96 |
+
],
|
| 97 |
+
"trainer": {
|
| 98 |
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"epochs": 100,
|
| 99 |
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"save_dir": "saved_ade",
|
| 100 |
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"save_period": 10,
|
| 101 |
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"validation_period": 10,
|
| 102 |
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"verbosity": 2,
|
| 103 |
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"monitor": "off",
|
| 104 |
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"early_stop": -1,
|
| 105 |
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"reset_best_mnt": false,
|
| 106 |
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"tensorboard": false
|
| 107 |
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},
|
| 108 |
+
"test": false
|
| 109 |
+
}
|
ade_overlapped_50-50_STAR/overlapped_50-50_STAR.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:0bdcff89964d88c01f78d89e570c51ac8ce8761d7cd91ed009375ba06eed85ac
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| 3 |
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size 469579543
|