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README.md
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@@ -26,6 +26,47 @@ All files are _weights only_; they must be loaded into the same model architectu
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* * *
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📦 Requirements
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---------------
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✅ Model Result captcha_ep022.weights.h5 => 90.91% Accuracy
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-----------
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```
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(venv) root@prod-exploit-sa-all-01:/home/infra# date && python3 cek_model_v6.py --weights captcha_ep022.weights.h5 --data-root ./dataset_1000_rand --sample 24000 && date
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Thu Oct 30 01:12:49 WITA 2025
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WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
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I0000 00:00:1761761571.108235 2264160 cudart_stub.cc:31] Could not find cuda drivers on your machine, GPU will not be used.
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I0000 00:00:1761761571.304280 2264160 cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
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To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
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WARNING: All log messages before absl::InitializeLog() is called are written to STDERR
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I0000 00:00:1761761575.452128 2264160 cudart_stub.cc:31] Could not find cuda drivers on your machine, GPU will not be used.
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Found weights: captcha_ep022.weights.h5 | size: 27757.0 KB | mtime: Thu Oct 30 01:02:51 2025
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E0000 00:00:1761761576.513960 2264160 cuda_platform.cc:51] failed call to cuInit: INTERNAL: CUDA error: Failed call to cuInit: UNKNOWN ERROR (303)
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TF GPUs: []
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OK: weights loaded.
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Base output shape: (None, 31, 37)
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Testing on 24000 samples from ./dataset_1000_rand ...
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W0000 00:00:1761761611.159498 2264160 cpu_allocator_impl.cc:84] Allocation of 1200000000 exceeds 10% of free system memory.
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00 GT: 976VF | Pred: 976VF
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01 GT: 7W20H | Pred: 7W20H
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02 GT: UUU24 | Pred: UUU24
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03 GT: 1EMVZ | Pred: 1EMVZ
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04 GT: WY4RD | Pred: WY4RD
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05 GT: 0GNKE | Pred: 0GNKE
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06 GT: 7Y5TY | Pred: 7Y5TY
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07 GT: OC8C1 | Pred: OC8C1
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08 GT: 5ZIDQ | Pred: 5ZIDQ
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09 GT: LP8IP | Pred: LP8IP
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10 GT: AKQ7G | Pred: AKQ7G
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11 GT: X23QD | Pred: X23QD
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Exact match: 90.91% | Mean CER: 0.0194
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Total images tested: 24000
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Thu Oct 30 01:18:07 WITA 2025
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```
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* * *
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📦 Requirements
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---------------
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