SALAD Training Dashboard

State: training

Epoch 10 / 10 — Batch 4000 / 5218

76.7% of epoch — Elapsed: 13h 7m — ETA: 0h 18m

Current Loss
0.023933
Avg Epoch Loss
0.026736
Best Loss
0.026736
Learning Rate
0.0001
Images/sec
619.6

GPU

Memory
1238 / 47665 MB

Validation Metrics (clean)

R@1
0.6661
R@5
0.9158
R@10
0.9641

Validation Metrics (occluded query → clean gallery)

R@1 occ
0.5877
R@5 occ
0.7714
R@10 occ
0.8316

Loss History (last 100 batches)

Dataset

Total slices768672
Train slices672192
Val slices96480
Panoramas16014
Orientationportrait
Image size[336, 448]
Train providerstreetlevel.yandex
Val providerstreetlevel.streetview

Errors

S3 download failures: 0

Corrupted images: 0

Last checkpoint

/workspace/training/checkpoints/epoch_009.pth

Updated: 2026-03-19T03:42:17.634045+00:00