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@@ -1,105 +0,0 @@
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-{
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- "meta": {
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- "name": "chillax-selfsupervised"
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- },
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- "evaluators": [
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- {
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- "name": "accuracy"
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- },
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- {
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- "name": "hierarchical"
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- },
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- {
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- "name": "topk_accuracy"
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- }
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- ],
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- "with_wordnet": true,
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- "interactor": {
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- "name": "noisy_oracle",
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- "noise_model": "Poisson",
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- "lambda_": 1.0
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- },
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- "observers": [
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- {
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- "name": "stream"
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- },
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- {
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- "name": "json"
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- }
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- ],
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- "runner": {
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- "name": "epoch",
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- "epochs": 10
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- },
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- "dataset": {
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- "name": "nabirds",
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- "side_length": 512,
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- "use_lazy_mode": true
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- },
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- "model": {
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- "classifier": {
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- "name": "chillax",
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- "l2": 5e-5,
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- "force_prediction_targets": true,
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- "raw_output": false
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- },
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- "base_model": {
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- "name": "keras",
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- "augmentation": {
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- "do_random_flip_vertical": false,
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- "do_random_scale": false,
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- "do_random_rotate": false,
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- "do_random_brightness_and_contrast": false,
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- "do_random_hue_and_saturation": false,
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- "do_random_crop": false
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- },
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- "trainer": {
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- "name": "fast_single_shot",
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- "batch_size": 16,
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- "sequential_training_batches": 2,
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- "inner_steps": 5976
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- },
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- "feature_extractor": {
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- "side_length": 448,
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- "trainable": true,
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- "architecture": "ResNet50V2",
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- "l2": 5e-5,
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- "use_pretrained_weights": "inat_features.h5"
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- },
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- "preprocessor": {
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- "random_crop_to_size": [
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- 448,
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- 448
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- ],
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- "channel_mean": [
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- 125.30513277,
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- 129.66606421,
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- 118.45121113
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- ],
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- "channel_stddev": [
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- 57.0045467,
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- 56.70059436,
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- 68.44430446
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- ]
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- },
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- "optimizer": {
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- "name": "sgd",
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- "momentum": 0.9
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- },
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- "learning_rate_schedule": {
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- "name": "sgdr",
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- "maximum_lr": 0.0044,
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- "T_0": 59760,
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- "T_mult": 1,
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- "minimum_lr": 1e-06,
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- "warmup_steps": 747,
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- "warmup_lr": 0.01
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- }
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- }
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- },
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- "extrapolator": {
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- "name": "simple_threshold",
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- "threshold": 0.8,
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- "apply_ground_truth": true
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- }
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-}
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