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NAME: SEnSeIv2-DeepLabv3-S2-unambiguous |
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PATCH_SIZE: 512 |
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SEnSeIv2: 'models/sensei-configs/senseiv2-medium.yaml' |
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MODEL_TYPE: 'DeepLabv3+' |
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DEEPLAB_CONFIG: 'resnet50' |
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RECOVERY_MODULE: false |
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CLASSES: 4 |
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MULTIMODAL: false |
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NUM_CHANNELS: null |
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EPOCHS: 70 |
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BATCH_SIZE: 8 |
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PHASES: [0, 1, 2, 45, 60, 65] |
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ACCUMULATE_STEPS: [1, 1, 1, 1, 4, 8] |
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LR: [0.000005, 0.00002, 0.0001, 0.00001, 0.00001, 0.000002] |
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EPSILON: 0.000001 |
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WEIGHT_DECAY: 0.0001 |
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L1_REG: 0 |
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RECOVERY_WARMUP_STEPS: 5000 |
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RECOVERY_LOSS_FACTOR: 1 |
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LOSS: 'ambiguous_crossentropy_loss' |
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TRAIN_DIRS: |
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- '/home/ali/data/cloud-masking/processed/S2CS12/train' |
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VALID_DIRS: |
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- '/home/ali/data/cloud-masking/processed/S2CS12/valid' |
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MIN_BANDS: 3 |
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MAX_BANDS: 13 |
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