Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
Loading BEAM dataset (split=100K)...
Running benchmark on 5 conversations (PostgreSQL backend)...

Loading weights:   0%|          | 0/103 [00:00<?, ?it/s]
Loading weights: 100%|██████████| 103/103 [00:00<00:00, 18923.05it/s]
[1mBertModel LOAD REPORT[0m from: sentence-transformers/all-MiniLM-L6-v2
Key                     | Status     |  | 
------------------------+------------+--+-
embeddings.position_ids | UNEXPECTED |  | 

[3mNotes:
- UNEXPECTED[3m	:can be ignored when loading from different task/architecture; not ok if you expect identical arch.[0m
2026-04-09 00:49:36.837 Python[2982:12605344] Metal API Validation Enabled

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 328.63it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 330.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 335.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 267.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 276.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 354.76it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 319.18it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 348.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 357.42it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 350.49it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 331.33it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 339.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 343.29it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 251.19it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 328.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 218.61it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 331.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 296.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 315.24it/s]
  [1/5] avg_MRR=0.654 questions=20 (35.6s/conv)

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 179.64it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.41it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.62it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.97it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.45it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.76it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.06it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.62it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.12it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.04it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.14it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.57it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.91it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.52it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.41it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.30it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.44it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.92it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.33it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.07it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.80it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.21it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.43it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.58it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.91it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.94it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.41it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.51it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 116.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 116.05it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.70it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.42it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.94it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.92it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.01it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.13it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.98it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.06it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.82it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.12it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.77it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.27it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.81it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.72it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.01it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.41it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.45it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.88it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 116.04it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.95it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.14it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.37it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.55it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 118.72it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.29it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 116.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 384.62it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 277.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 333.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 330.81it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 252.79it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 263.10it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 332.91it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 228.88it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 351.99it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 327.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 353.59it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 342.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 333.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 328.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 326.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 335.92it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 249.75it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 321.43it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 345.18it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 327.19it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.96it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.67it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.54it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.97it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.43it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.42it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.45it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.76it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.61it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.08it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.23it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.57it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.30it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.36it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.13it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.25it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.95it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.00it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.50it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.52it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.94it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.14it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.87it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.97it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.43it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.83it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.07it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.61it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.05it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.50it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.01it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.10it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.98it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.77it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.20it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.36it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.92it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.11it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.47it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.76it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.83it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 115.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.35it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.14it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.96it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.98it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.04it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 116.17it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 112.82it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 121.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.81it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 114.00it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 399.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 268.54it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 362.70it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 336.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 264.83it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 301.10it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 321.85it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 289.70it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 349.29it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 266.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 322.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 269.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 295.85it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 261.74it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 263.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 247.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 287.05it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 340.70it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 307.70it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 313.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 140.51it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.80it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 87.99it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 150.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.45it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 151.88it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.43it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 157.50it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.64it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 92.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.89it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.12it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.62it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.74it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.91it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.59it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.12it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.54it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.40it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.99it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.27it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.21it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.88it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.95it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.25it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.30it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.49it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.20it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.75it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.53it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 90.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 89.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.21it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 89.81it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 87.08it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 91.18it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 90.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 90.96it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.53it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.07it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.35it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.32it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 89.49it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 88.64it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.20it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.40it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.87it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 142.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.25it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.40it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.33it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.40it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.14it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.51it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.11it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.04it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.68it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.77it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.32it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.39it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.44it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.23it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 92.85it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 90.77it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 88.94it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 86.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 91.67it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 92.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 93.20it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 83.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 86.09it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 69.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 313.85it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 301.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 343.77it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 334.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 234.62it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 296.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 243.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 285.54it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 307.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 299.85it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 219.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 316.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 232.95it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 319.59it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 243.64it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 160.87it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 262.75it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 141.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 178.44it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 251.32it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 156.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.07it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.75it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.17it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.26it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.45it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.89it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 94.27it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.75it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.23it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.52it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.91it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.99it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.46it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.04it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.14it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.89it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.40it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.35it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 92.22it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.97it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.99it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.61it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.76it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.79it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.80it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 95.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.96it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.23it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 113.17it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 179.67it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.19it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.54it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.01it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.49it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.35it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.67it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.85it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 121.48it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.40it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.16it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.07it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.75it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.36it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.27it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.81it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.50it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.78it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.27it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.64it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.33it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.69it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.20it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.15it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.57it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.99it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 102.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.03it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.61it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.58it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.13it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.67it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.31it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 106.79it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 97.71it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.30it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.65it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.10it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 96.82it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 101.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.67it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.56it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 111.20it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.34it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.73it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.98it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.90it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.11it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 103.52it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 105.86it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 98.55it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 100.36it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 99.33it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.58it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 110.24it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.62it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 107.23it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 109.93it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.11it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.89it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 104.64it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 108.61it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 362.08it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 347.21it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 338.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 344.25it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 274.41it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 259.60it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 344.02it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 290.97it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 287.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 318.28it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 318.98it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 167.92it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 248.32it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 208.38it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 316.77it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 302.84it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 299.66it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 311.06it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 282.41it/s]

Batches:   0%|          | 0/1 [00:00<?, ?it/s]
Batches: 100%|██████████| 1/1 [00:00<00:00, 263.08it/s]
  [5/5] avg_MRR=0.591 questions=100 (31.7s/conv)

========================================================================
BEAM Benchmark Results — Cortex (PostgreSQL)
========================================================================

Ability                         MRR    R@5   R@10   Qs   LIGHT
----------------------------------------------------------------------
abstention                    0.400 40.0% 40.0%   10   0.750
contradiction_resolution      0.817 100.0% 100.0%   10   0.050
event_ordering                0.380 50.0% 60.0%   10   0.266
information_extraction        0.543 60.0% 70.0%   10   0.375
instruction_following         0.448 60.0% 80.0%   10   0.500
knowledge_update              0.850 100.0% 100.0%   10   0.375
multi_session_reasoning       0.812 90.0% 100.0%   10   0.000
preference_following          0.442 80.0% 80.0%   10   0.483
summarization                 0.271 50.0% 60.0%   10   0.277
temporal_reasoning            0.950 100.0% 100.0%   10   0.075
----------------------------------------------------------------------
OVERALL                       0.591 73.0% 79.0%  100   0.329

Total time: 158.1s (31.6s/conversation)
Conversations: 5, Split: 100K

Note: LIGHT scores are full QA (LLM-as-judge), not retrieval-only.
      Cortex scores here are retrieval MRR/Recall — not directly comparable
      but show retrieval quality that feeds downstream QA.
