Training Report - test_synthetic - 2025-05-14 21:40 #46
Description
🧠 Segmentation Model Training Report
Project: test_synthetic
Run Time: 2025-05-14T21:40:47.039515
📊 Last 10 Training Steps
| epoch | step | train_loss | train_class_0_iou | train_class_1_iou | train_class_2_iou | train_dataset_iou | train_per_image_iou | valid_loss | valid_class_0_iou | valid_class_1_iou | valid_class_2_iou | valid_dataset_iou | valid_per_image_iou |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 27 | 0.3542 | 0.5295 | 0.4181 | 0.5584 | 0.5106 | 0.5234 | 0.2908 | 0.7163 | 0.5516 | 0.4258 | 0.5399 | 0.5428 |
| 1 | 28 | - | - | - | - | - | - | 0.2908 | 0.7163 | 0.5516 | 0.4258 | 0.5399 | 0.5428 |
📝 Run Info Summary
| Key | Value |
|---|---|
| version_dir | /home/mkutuga/SemiF-Segmentation/projects/test_synthetic/train/version_22 |
| model_name | DeepLabV3Plus |
| encoder | mobilenet_v2 |
| encoder_weights | imagenet |
| project_name | test_synthetic |
| timestamp | 2025-05-14T21:40:27.958215 |
| valid_dataset_iou | 0.5398855805397034 |
| valid_per_image_iou | 0.5428299903869629 |
| num_epochs | 1 |
| batch_size | 4 |
📈 Training Plots
📸 Sample Prediction
📸 Inference 0
📸 Inference 1
📸 Inference 2
Triggered by push to develop branch.