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0569a25
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Parent(s):
86a5c2a
Upload 5 files
Browse filesadd model trained on all data
- model/SimpleEmbeddingModel_weights.h5 +3 -0
- model/config.yaml +38 -0
- model/log_training.txt +9 -0
- model/val_loss.txt +2 -0
- model/weights_best.h5 +3 -0
model/SimpleEmbeddingModel_weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:05080a8ef949159d21b08fcfe18556c0f3ea7f4e2f9b236c48a4e438720f153e
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size 352690408
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model/config.yaml
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data:
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datasets:
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- name: labeled_folder
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root: scratch/model_data/artificial_snippets
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- name: labeled_folder
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root: scratch/model_data/lab_snippets/train
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- name: labeled_folder
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root: scratch/model_data/lab_snippets/test
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- csv_path: ${fbda.diversen}/Snipperherkenning/Data/snippets_wrappers_mapping.csv
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excel_settings: ${fbda.diversen}/Snipperherkenning/Data/snippets/HNT-ruimte F3.21/Uitleg
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foto code's.xlsx
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name: fireworks_mock_snippet
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root: scratch/model_data/mock_snippets/train
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- csv_path: ${fbda.diversen}/Snipperherkenning/Data/snippets_wrappers_mapping.csv
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excel_settings: ${fbda.diversen}/Snipperherkenning/Data/snippets/HNT-ruimte F3.21/Uitleg
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foto code's.xlsx
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name: fireworks_mock_snippet
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root: scratch/model_data/mock_snippets/test
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name: combined
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task: classification
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model:
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backbone: vit_b32
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embedding_size: 512
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height: 640
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name: simple
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task: embedding
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width: 640
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training:
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batch_size: 10
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num_anchors: 2
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num_epochs: 100
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num_positives: 2
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optimizer:
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learning_rate: 1.5e-05
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name: tf.Adam
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task: embedding
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save_best: true
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task: embedding
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model/log_training.txt
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[2024-03-05 13:21:27] INFO: Logs will be written to scratch/run_20240305_all_data/log_training.txt
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[2024-03-05 13:21:27] INFO: Loading model...
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[2024-03-05 13:21:32] INFO: Starting from scratch...
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[2024-03-05 13:21:32] INFO: Loading dataset...
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[2024-03-05 13:21:33] INFO: Validation config found, creating validation set...
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[2024-03-05 13:21:33] INFO: Starting training...
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[2024-03-07 01:37:58] INFO: Saving model...
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[2024-03-07 01:37:58] INFO: Saved model to scratch/run_20240305_all_data
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[2024-03-07 01:37:58] INFO: Config written to scratch/run_20240305_all_data/config.yaml
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model/val_loss.txt
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0.01681
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model/weights_best.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:05080a8ef949159d21b08fcfe18556c0f3ea7f4e2f9b236c48a4e438720f153e
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size 352690408
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