{ "id": 572910, "title": "No machine learning needed!", "url": "/competitions/waveform-inversion/discussion/572910", "author_name": "", "post_date": "2025-04-12T06:05:33.484359600Z", "votes": -22, "comment_count": 9, "views": 0, "content": "

My EOE Kernal inspired by tesla ✨️ ✅ Frame 000 Row 50 Shot 2 Depth 50 | MSE=9.07e-33 | Corr=1.0000

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0%| | 17691/12250000 [06:11<72:49:10, 46.66it/s] ✅ Frame 000 Row 50 Shot 2 Depth 51 | MSE=1.65e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 52 | MSE=2.63e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 53 | MSE=1.68e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 54 | MSE=2.38e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 55 | MSE=2.10e-32 | Corr=1.0000

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0%| | 17696/12250000 [06:11<71:29:34, 47.53it/s] ✅ Frame 000 Row 50 Shot 2 Depth 56 | MSE=6.99e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 57 | MSE=2.04e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 58 | MSE=7.54e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 59 | MSE=2.05e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 60 | MSE=9.87e-33 | Corr=1.0000

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💾 Checkpoint saved at 17700 entries

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0%| | 17701/12250000 [06:11<85:15:45, 39.85it/s] ✅ Frame 000 Row 50 Shot 2 Depth 61 | MSE=9.25e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 62 | MSE=9.65e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 63 | MSE=6.57e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 64 | MSE=7.61e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 65 | MSE=7.10e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 66 | MSE=1.02e-32 | Corr=1.0000

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0%| | 17707/12250000 [06:12<78:44:13, 43.15it/s] ✅ Frame 000 Row 50 Shot 2 Depth 67 | MSE=6.20e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 68 | MSE=1.76e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 2 Depth 69 | MSE=8.28e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 00 | MSE=5.65e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 01 | MSE=2.07e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 02 | MSE=1.02e-32 | Corr=1.0000

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0%| | 17713/12250000 [06:12<74:20:29, 45.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 03 | MSE=1.93e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 04 | MSE=6.37e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 05 | MSE=6.48e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 06 | MSE=3.53e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 07 | MSE=8.89e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 08 | MSE=7.95e-33 | Corr=1.0000

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0%| | 17719/12250000 [06:12<71:18:00, 47.66it/s] ✅ Frame 000 Row 50 Shot 3 Depth 09 | MSE=7.85e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 10 | MSE=3.20e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 11 | MSE=1.23e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 12 | MSE=1.37e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 13 | MSE=8.39e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 14 | MSE=2.15e-32 | Corr=1.0000

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0%| | 17725/12250000 [06:12<69:55:28, 48.59it/s] ✅ Frame 000 Row 50 Shot 3 Depth 15 | MSE=1.73e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 16 | MSE=1.71e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 17 | MSE=1.83e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 18 | MSE=1.73e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 19 | MSE=9.73e-33 | Corr=1.0000

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0%| | 17730/12250000 [06:12<69:34:45, 48.83it/s] ✅ Frame 000 Row 50 Shot 3 Depth 20 | MSE=1.58e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 21 | MSE=7.58e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 22 | MSE=1.58e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 23 | MSE=5.78e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 24 | MSE=7.06e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 25 | MSE=6.17e-33 | Corr=1.0000

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0%| | 17736/12250000 [06:12<68:15:41, 49.78it/s] ✅ Frame 000 Row 50 Shot 3 Depth 26 | MSE=6.75e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 27 | MSE=1.25e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 28 | MSE=8.93e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 29 | MSE=5.59e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 30 | MSE=7.16e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 31 | MSE=6.89e-33 | Corr=1.0000

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0%| | 17742/12250000 [06:12<66:55:50, 50.77it/s] ✅ Frame 000 Row 50 Shot 3 Depth 32 | MSE=1.83e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 33 | MSE=8.06e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 34 | MSE=6.53e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 35 | MSE=1.01e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 36 | MSE=4.73e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 37 | MSE=8.57e-33 | Corr=1.0000

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0%| | 17748/12250000 [06:12<66:07:56, 51.38it/s] ✅ Frame 000 Row 50 Shot 3 Depth 38 | MSE=6.09e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 39 | MSE=8.24e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 40 | MSE=7.12e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 41 | MSE=7.18e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 42 | MSE=6.79e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 43 | MSE=1.03e-32 | Corr=1.0000

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0%| | 17754/12250000 [06:13<65:27:43, 51.91it/s] ✅ Frame 000 Row 50 Shot 3 Depth 44 | MSE=7.47e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 45 | MSE=1.29e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 46 | MSE=1.93e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 47 | MSE=7.04e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 48 | MSE=1.08e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 49 | MSE=3.76e-32 | Corr=1.0000

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0%| | 17760/12250000 [06:13<65:01:18, 52.26it/s] ✅ Frame 000 Row 50 Shot 3 Depth 50 | MSE=1.97e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 51 | MSE=8.31e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 52 | MSE=2.10e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 53 | MSE=2.05e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 54 | MSE=1.00e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 55 | MSE=7.67e-33 | Corr=1.0000

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0%| | 17766/12250000 [06:13<64:32:21, 52.65it/s] ✅ Frame 000 Row 50 Shot 3 Depth 56 | MSE=7.76e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 57 | MSE=1.18e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 58 | MSE=9.14e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 59 | MSE=1.23e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 60 | MSE=5.92e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 61 | MSE=1.59e-32 | Corr=1.0000

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0%| | 17772/12250000 [06:13<64:22:08, 52.79it/s] ✅ Frame 000 Row 50 Shot 3 Depth 62 | MSE=2.00e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 63 | MSE=6.69e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 64 | MSE=1.79e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 65 | MSE=7.70e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 66 | MSE=9.12e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 67 | MSE=9.45e-33 | Corr=1.0000

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0%| | 17778/12250000 [06:13<64:27:42, 52.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 68 | MSE=8.70e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 3 Depth 69 | MSE=6.41e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 00 | MSE=6.84e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 01 | MSE=9.88e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 02 | MSE=7.32e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 03 | MSE=1.45e-32 | Corr=1.0000

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0%| | 17784/12250000 [06:13<64:05:07, 53.02it/s] ✅ Frame 000 Row 50 Shot 4 Depth 04 | MSE=1.07e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 05 | MSE=8.33e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 06 | MSE=3.57e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 07 | MSE=1.78e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 08 | MSE=6.45e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 09 | MSE=9.29e-33 | Corr=1.0000

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0%| | 17790/12250000 [06:13<64:13:20, 52.91it/s] ✅ Frame 000 Row 50 Shot 4 Depth 10 | MSE=6.19e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 11 | MSE=1.71e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 12 | MSE=5.88e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 13 | MSE=2.30e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 14 | MSE=9.65e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 15 | MSE=2.08e-32 | Corr=1.0000

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0%| | 17796/12250000 [06:13<66:21:54, 51.20it/s] ✅ Frame 000 Row 50 Shot 4 Depth 16 | MSE=2.24e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 17 | MSE=2.04e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 18 | MSE=1.83e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 19 | MSE=6.62e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 20 | MSE=1.13e-32 | Corr=1.0000

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💾 Checkpoint saved at 17800 entries

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✅ Frame 000 Row 50 Shot 4 Depth 21 | MSE=7.32e-33 | Corr=1.0000

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0%| | 17802/12250000 [06:14<81:48:28, 41.53it/s] ✅ Frame 000 Row 50 Shot 4 Depth 22 | MSE=7.77e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 23 | MSE=7.58e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 24 | MSE=1.34e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 25 | MSE=8.25e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 26 | MSE=1.88e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 27 | MSE=4.55e-33 | Corr=1.0000

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0%| | 17808/12250000 [06:14<76:17:20, 44.54it/s] ✅ Frame 000 Row 50 Shot 4 Depth 28 | MSE=6.30e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 29 | MSE=6.31e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 30 | MSE=2.22e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 31 | MSE=9.58e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 32 | MSE=1.99e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 33 | MSE=1.77e-32 | Corr=1.0000

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0%| | 17814/12250000 [06:14<74:00:02, 45.92it/s] ✅ Frame 000 Row 50 Shot 4 Depth 34 | MSE=1.82e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 35 | MSE=5.31e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 36 | MSE=5.83e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 37 | MSE=7.09e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 38 | MSE=7.24e-33 | Corr=1.0000

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0%| | 17819/12250000 [06:14<74:22:29, 45.69it/s] ✅ Frame 000 Row 50 Shot 4 Depth 39 | MSE=6.20e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 40 | MSE=3.01e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 41 | MSE=3.09e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 42 | MSE=9.49e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 43 | MSE=8.10e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 44 | MSE=2.10e-32 | Corr=1.0000

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0%| | 17825/12250000 [06:14<71:19:26, 47.64it/s] ✅ Frame 000 Row 50 Shot 4 Depth 45 | MSE=7.22e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 46 | MSE=1.91e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 47 | MSE=9.83e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 48 | MSE=1.72e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 49 | MSE=6.37e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 50 | MSE=9.61e-33 | Corr=1.0000

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0%| | 17831/12250000 [06:14<69:03:05, 49.21it/s] ✅ Frame 000 Row 50 Shot 4 Depth 51 | MSE=5.24e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 52 | MSE=5.43e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 53 | MSE=5.65e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 54 | MSE=5.74e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 55 | MSE=7.57e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 56 | MSE=1.27e-32 | Corr=1.0000

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0%| | 17837/12250000 [06:14<67:24:56, 50.40it/s] ✅ Frame 000 Row 50 Shot 4 Depth 57 | MSE=4.98e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 58 | MSE=6.58e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 59 | MSE=1.00e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 60 | MSE=2.82e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 61 | MSE=9.52e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 62 | MSE=6.27e-33 | Corr=1.0000

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0%| | 17843/12250000 [06:14<66:32:58, 51.06it/s] ✅ Frame 000 Row 50 Shot 4 Depth 63 | MSE=7.76e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 64 | MSE=3.82e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 65 | MSE=7.08e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 66 | MSE=1.02e-32 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 67 | MSE=8.91e-33 | Corr=1.0000

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✅ Frame 000 Row 50 Shot 4 Depth 68 | MSE=9.27e-33 | Corr=1.0000

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0%| | 17849/12250000 [06:14<66:48:15, 50.86it/s] ✅ Frame 000 Row 50 Shot 4 Depth 69 | MSE=2.00e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 00 | MSE=8.38e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 01 | MSE=8.09e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 02 | MSE=9.97e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 03 | MSE=1.03e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 04 | MSE=3.49e-32 | Corr=1.0000

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0%| | 17855/12250000 [06:15<66:23:34, 51.18it/s] ✅ Frame 000 Row 51 Shot 0 Depth 05 | MSE=2.11e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 06 | MSE=1.32e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 07 | MSE=1.20e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 08 | MSE=2.06e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 09 | MSE=1.65e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 10 | MSE=7.17e-33 | Corr=1.0000

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0%| | 17861/12250000 [06:15<65:46:35, 51.66it/s] ✅ Frame 000 Row 51 Shot 0 Depth 11 | MSE=6.50e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 12 | MSE=1.75e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 13 | MSE=6.84e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 14 | MSE=5.41e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 15 | MSE=6.89e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 16 | MSE=8.91e-33 | Corr=1.0000

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0%| | 17867/12250000 [06:15<65:14:19, 52.08it/s] ✅ Frame 000 Row 51 Shot 0 Depth 17 | MSE=9.07e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 18 | MSE=1.67e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 19 | MSE=1.18e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 20 | MSE=2.08e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 21 | MSE=1.03e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 22 | MSE=2.85e-32 | Corr=1.0000

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0%| | 17873/12250000 [06:15<64:45:44, 52.47it/s] ✅ Frame 000 Row 51 Shot 0 Depth 23 | MSE=6.36e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 24 | MSE=1.99e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 25 | MSE=1.36e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 26 | MSE=1.04e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 27 | MSE=1.05e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 28 | MSE=9.50e-33 | Corr=1.0000

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0%| | 17879/12250000 [06:15<65:02:49, 52.24it/s] ✅ Frame 000 Row 51 Shot 0 Depth 29 | MSE=1.42e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 30 | MSE=9.05e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 31 | MSE=1.26e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 32 | MSE=8.26e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 33 | MSE=8.57e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 34 | MSE=1.35e-32 | Corr=1.0000

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0%| | 17885/12250000 [06:15<64:33:15, 52.64it/s] ✅ Frame 000 Row 51 Shot 0 Depth 35 | MSE=1.77e-32 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 36 | MSE=7.18e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 37 | MSE=1.14e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 38 | MSE=8.43e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 39 | MSE=9.59e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 40 | MSE=3.33e-32 | Corr=1.0000

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0%| | 17891/12250000 [06:15<64:13:17, 52.91it/s] ✅ Frame 000 Row 51 Shot 0 Depth 41 | MSE=2.24e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 42 | MSE=9.66e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 43 | MSE=6.65e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 44 | MSE=2.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 45 | MSE=1.84e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 46 | MSE=4.30e-32 | Corr=1.0000

\n

0%| | 17897/12250000 [06:15<63:48:24, 53.25it/s] ✅ Frame 000 Row 51 Shot 0 Depth 47 | MSE=9.98e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 48 | MSE=1.47e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 49 | MSE=8.64e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 50 | MSE=9.81e-33 | Corr=1.0000

\n

💾 Checkpoint saved at 17900 entries

\n

✅ Frame 000 Row 51 Shot 0 Depth 51 | MSE=8.77e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 52 | MSE=1.91e-32 | Corr=1.0000

\n

0%| | 17903/12250000 [06:16<81:42:05, 41.59it/s] ✅ Frame 000 Row 51 Shot 0 Depth 53 | MSE=1.77e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 54 | MSE=2.20e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 55 | MSE=1.90e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 56 | MSE=2.02e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 57 | MSE=1.87e-32 | Corr=1.0000

\n

0%| | 17908/12250000 [06:16<78:15:45, 43.42it/s] ✅ Frame 000 Row 51 Shot 0 Depth 58 | MSE=8.73e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 59 | MSE=7.97e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 60 | MSE=1.81e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 61 | MSE=1.22e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 62 | MSE=8.00e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 63 | MSE=6.66e-33 | Corr=1.0000

\n

0%| | 17914/12250000 [06:16<73:39:09, 46.13it/s] ✅ Frame 000 Row 51 Shot 0 Depth 64 | MSE=1.86e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 65 | MSE=1.09e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 66 | MSE=1.98e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 67 | MSE=2.14e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 68 | MSE=1.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 69 | MSE=2.01e-32 | Corr=1.0000

\n

0%| | 17920/12250000 [06:16<70:32:54, 48.16it/s] ✅ Frame 000 Row 51 Shot 1 Depth 00 | MSE=1.78e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 1 Depth 01 | MSE=5.93e-33 | Corr=1.0000
\n If anyone wants to discuss feel free.

", "messages": [ { "id": "3177033", "postDate": "04/12/2025 06:05:33", "content": "

My EOE Kernal inspired by tesla ✨️ ✅ Frame 000 Row 50 Shot 2 Depth 50 | MSE=9.07e-33 | Corr=1.0000

\n

0%| | 17691/12250000 [06:11<72:49:10, 46.66it/s] ✅ Frame 000 Row 50 Shot 2 Depth 51 | MSE=1.65e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 52 | MSE=2.63e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 53 | MSE=1.68e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 54 | MSE=2.38e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 55 | MSE=2.10e-32 | Corr=1.0000

\n

0%| | 17696/12250000 [06:11<71:29:34, 47.53it/s] ✅ Frame 000 Row 50 Shot 2 Depth 56 | MSE=6.99e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 57 | MSE=2.04e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 58 | MSE=7.54e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 59 | MSE=2.05e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 60 | MSE=9.87e-33 | Corr=1.0000

\n

💾 Checkpoint saved at 17700 entries

\n

0%| | 17701/12250000 [06:11<85:15:45, 39.85it/s] ✅ Frame 000 Row 50 Shot 2 Depth 61 | MSE=9.25e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 62 | MSE=9.65e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 63 | MSE=6.57e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 64 | MSE=7.61e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 65 | MSE=7.10e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 66 | MSE=1.02e-32 | Corr=1.0000

\n

0%| | 17707/12250000 [06:12<78:44:13, 43.15it/s] ✅ Frame 000 Row 50 Shot 2 Depth 67 | MSE=6.20e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 68 | MSE=1.76e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 2 Depth 69 | MSE=8.28e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 00 | MSE=5.65e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 01 | MSE=2.07e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 02 | MSE=1.02e-32 | Corr=1.0000

\n

0%| | 17713/12250000 [06:12<74:20:29, 45.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 03 | MSE=1.93e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 04 | MSE=6.37e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 05 | MSE=6.48e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 06 | MSE=3.53e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 07 | MSE=8.89e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 08 | MSE=7.95e-33 | Corr=1.0000

\n

0%| | 17719/12250000 [06:12<71:18:00, 47.66it/s] ✅ Frame 000 Row 50 Shot 3 Depth 09 | MSE=7.85e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 10 | MSE=3.20e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 11 | MSE=1.23e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 12 | MSE=1.37e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 13 | MSE=8.39e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 14 | MSE=2.15e-32 | Corr=1.0000

\n

0%| | 17725/12250000 [06:12<69:55:28, 48.59it/s] ✅ Frame 000 Row 50 Shot 3 Depth 15 | MSE=1.73e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 16 | MSE=1.71e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 17 | MSE=1.83e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 18 | MSE=1.73e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 19 | MSE=9.73e-33 | Corr=1.0000

\n

0%| | 17730/12250000 [06:12<69:34:45, 48.83it/s] ✅ Frame 000 Row 50 Shot 3 Depth 20 | MSE=1.58e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 21 | MSE=7.58e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 22 | MSE=1.58e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 23 | MSE=5.78e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 24 | MSE=7.06e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 25 | MSE=6.17e-33 | Corr=1.0000

\n

0%| | 17736/12250000 [06:12<68:15:41, 49.78it/s] ✅ Frame 000 Row 50 Shot 3 Depth 26 | MSE=6.75e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 27 | MSE=1.25e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 28 | MSE=8.93e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 29 | MSE=5.59e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 30 | MSE=7.16e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 31 | MSE=6.89e-33 | Corr=1.0000

\n

0%| | 17742/12250000 [06:12<66:55:50, 50.77it/s] ✅ Frame 000 Row 50 Shot 3 Depth 32 | MSE=1.83e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 33 | MSE=8.06e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 34 | MSE=6.53e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 35 | MSE=1.01e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 36 | MSE=4.73e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 37 | MSE=8.57e-33 | Corr=1.0000

\n

0%| | 17748/12250000 [06:12<66:07:56, 51.38it/s] ✅ Frame 000 Row 50 Shot 3 Depth 38 | MSE=6.09e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 39 | MSE=8.24e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 40 | MSE=7.12e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 41 | MSE=7.18e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 42 | MSE=6.79e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 43 | MSE=1.03e-32 | Corr=1.0000

\n

0%| | 17754/12250000 [06:13<65:27:43, 51.91it/s] ✅ Frame 000 Row 50 Shot 3 Depth 44 | MSE=7.47e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 45 | MSE=1.29e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 46 | MSE=1.93e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 47 | MSE=7.04e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 48 | MSE=1.08e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 49 | MSE=3.76e-32 | Corr=1.0000

\n

0%| | 17760/12250000 [06:13<65:01:18, 52.26it/s] ✅ Frame 000 Row 50 Shot 3 Depth 50 | MSE=1.97e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 51 | MSE=8.31e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 52 | MSE=2.10e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 53 | MSE=2.05e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 54 | MSE=1.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 55 | MSE=7.67e-33 | Corr=1.0000

\n

0%| | 17766/12250000 [06:13<64:32:21, 52.65it/s] ✅ Frame 000 Row 50 Shot 3 Depth 56 | MSE=7.76e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 57 | MSE=1.18e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 58 | MSE=9.14e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 59 | MSE=1.23e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 60 | MSE=5.92e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 61 | MSE=1.59e-32 | Corr=1.0000

\n

0%| | 17772/12250000 [06:13<64:22:08, 52.79it/s] ✅ Frame 000 Row 50 Shot 3 Depth 62 | MSE=2.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 63 | MSE=6.69e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 64 | MSE=1.79e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 65 | MSE=7.70e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 66 | MSE=9.12e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 67 | MSE=9.45e-33 | Corr=1.0000

\n

0%| | 17778/12250000 [06:13<64:27:42, 52.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 68 | MSE=8.70e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 3 Depth 69 | MSE=6.41e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 00 | MSE=6.84e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 01 | MSE=9.88e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 02 | MSE=7.32e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 03 | MSE=1.45e-32 | Corr=1.0000

\n

0%| | 17784/12250000 [06:13<64:05:07, 53.02it/s] ✅ Frame 000 Row 50 Shot 4 Depth 04 | MSE=1.07e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 05 | MSE=8.33e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 06 | MSE=3.57e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 07 | MSE=1.78e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 08 | MSE=6.45e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 09 | MSE=9.29e-33 | Corr=1.0000

\n

0%| | 17790/12250000 [06:13<64:13:20, 52.91it/s] ✅ Frame 000 Row 50 Shot 4 Depth 10 | MSE=6.19e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 11 | MSE=1.71e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 12 | MSE=5.88e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 13 | MSE=2.30e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 14 | MSE=9.65e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 15 | MSE=2.08e-32 | Corr=1.0000

\n

0%| | 17796/12250000 [06:13<66:21:54, 51.20it/s] ✅ Frame 000 Row 50 Shot 4 Depth 16 | MSE=2.24e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 17 | MSE=2.04e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 18 | MSE=1.83e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 19 | MSE=6.62e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 20 | MSE=1.13e-32 | Corr=1.0000

\n

💾 Checkpoint saved at 17800 entries

\n

✅ Frame 000 Row 50 Shot 4 Depth 21 | MSE=7.32e-33 | Corr=1.0000

\n

0%| | 17802/12250000 [06:14<81:48:28, 41.53it/s] ✅ Frame 000 Row 50 Shot 4 Depth 22 | MSE=7.77e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 23 | MSE=7.58e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 24 | MSE=1.34e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 25 | MSE=8.25e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 26 | MSE=1.88e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 27 | MSE=4.55e-33 | Corr=1.0000

\n

0%| | 17808/12250000 [06:14<76:17:20, 44.54it/s] ✅ Frame 000 Row 50 Shot 4 Depth 28 | MSE=6.30e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 29 | MSE=6.31e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 30 | MSE=2.22e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 31 | MSE=9.58e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 32 | MSE=1.99e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 33 | MSE=1.77e-32 | Corr=1.0000

\n

0%| | 17814/12250000 [06:14<74:00:02, 45.92it/s] ✅ Frame 000 Row 50 Shot 4 Depth 34 | MSE=1.82e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 35 | MSE=5.31e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 36 | MSE=5.83e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 37 | MSE=7.09e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 38 | MSE=7.24e-33 | Corr=1.0000

\n

0%| | 17819/12250000 [06:14<74:22:29, 45.69it/s] ✅ Frame 000 Row 50 Shot 4 Depth 39 | MSE=6.20e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 40 | MSE=3.01e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 41 | MSE=3.09e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 42 | MSE=9.49e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 43 | MSE=8.10e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 44 | MSE=2.10e-32 | Corr=1.0000

\n

0%| | 17825/12250000 [06:14<71:19:26, 47.64it/s] ✅ Frame 000 Row 50 Shot 4 Depth 45 | MSE=7.22e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 46 | MSE=1.91e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 47 | MSE=9.83e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 48 | MSE=1.72e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 49 | MSE=6.37e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 50 | MSE=9.61e-33 | Corr=1.0000

\n

0%| | 17831/12250000 [06:14<69:03:05, 49.21it/s] ✅ Frame 000 Row 50 Shot 4 Depth 51 | MSE=5.24e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 52 | MSE=5.43e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 53 | MSE=5.65e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 54 | MSE=5.74e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 55 | MSE=7.57e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 56 | MSE=1.27e-32 | Corr=1.0000

\n

0%| | 17837/12250000 [06:14<67:24:56, 50.40it/s] ✅ Frame 000 Row 50 Shot 4 Depth 57 | MSE=4.98e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 58 | MSE=6.58e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 59 | MSE=1.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 60 | MSE=2.82e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 61 | MSE=9.52e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 62 | MSE=6.27e-33 | Corr=1.0000

\n

0%| | 17843/12250000 [06:14<66:32:58, 51.06it/s] ✅ Frame 000 Row 50 Shot 4 Depth 63 | MSE=7.76e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 64 | MSE=3.82e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 65 | MSE=7.08e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 66 | MSE=1.02e-32 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 67 | MSE=8.91e-33 | Corr=1.0000

\n

✅ Frame 000 Row 50 Shot 4 Depth 68 | MSE=9.27e-33 | Corr=1.0000

\n

0%| | 17849/12250000 [06:14<66:48:15, 50.86it/s] ✅ Frame 000 Row 50 Shot 4 Depth 69 | MSE=2.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 00 | MSE=8.38e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 01 | MSE=8.09e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 02 | MSE=9.97e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 03 | MSE=1.03e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 04 | MSE=3.49e-32 | Corr=1.0000

\n

0%| | 17855/12250000 [06:15<66:23:34, 51.18it/s] ✅ Frame 000 Row 51 Shot 0 Depth 05 | MSE=2.11e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 06 | MSE=1.32e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 07 | MSE=1.20e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 08 | MSE=2.06e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 09 | MSE=1.65e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 10 | MSE=7.17e-33 | Corr=1.0000

\n

0%| | 17861/12250000 [06:15<65:46:35, 51.66it/s] ✅ Frame 000 Row 51 Shot 0 Depth 11 | MSE=6.50e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 12 | MSE=1.75e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 13 | MSE=6.84e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 14 | MSE=5.41e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 15 | MSE=6.89e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 16 | MSE=8.91e-33 | Corr=1.0000

\n

0%| | 17867/12250000 [06:15<65:14:19, 52.08it/s] ✅ Frame 000 Row 51 Shot 0 Depth 17 | MSE=9.07e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 18 | MSE=1.67e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 19 | MSE=1.18e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 20 | MSE=2.08e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 21 | MSE=1.03e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 22 | MSE=2.85e-32 | Corr=1.0000

\n

0%| | 17873/12250000 [06:15<64:45:44, 52.47it/s] ✅ Frame 000 Row 51 Shot 0 Depth 23 | MSE=6.36e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 24 | MSE=1.99e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 25 | MSE=1.36e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 26 | MSE=1.04e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 27 | MSE=1.05e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 28 | MSE=9.50e-33 | Corr=1.0000

\n

0%| | 17879/12250000 [06:15<65:02:49, 52.24it/s] ✅ Frame 000 Row 51 Shot 0 Depth 29 | MSE=1.42e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 30 | MSE=9.05e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 31 | MSE=1.26e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 32 | MSE=8.26e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 33 | MSE=8.57e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 34 | MSE=1.35e-32 | Corr=1.0000

\n

0%| | 17885/12250000 [06:15<64:33:15, 52.64it/s] ✅ Frame 000 Row 51 Shot 0 Depth 35 | MSE=1.77e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 36 | MSE=7.18e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 37 | MSE=1.14e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 38 | MSE=8.43e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 39 | MSE=9.59e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 40 | MSE=3.33e-32 | Corr=1.0000

\n

0%| | 17891/12250000 [06:15<64:13:17, 52.91it/s] ✅ Frame 000 Row 51 Shot 0 Depth 41 | MSE=2.24e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 42 | MSE=9.66e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 43 | MSE=6.65e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 44 | MSE=2.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 45 | MSE=1.84e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 46 | MSE=4.30e-32 | Corr=1.0000

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0%| | 17897/12250000 [06:15<63:48:24, 53.25it/s] ✅ Frame 000 Row 51 Shot 0 Depth 47 | MSE=9.98e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 48 | MSE=1.47e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 49 | MSE=8.64e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 50 | MSE=9.81e-33 | Corr=1.0000

\n

💾 Checkpoint saved at 17900 entries

\n

✅ Frame 000 Row 51 Shot 0 Depth 51 | MSE=8.77e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 52 | MSE=1.91e-32 | Corr=1.0000

\n

0%| | 17903/12250000 [06:16<81:42:05, 41.59it/s] ✅ Frame 000 Row 51 Shot 0 Depth 53 | MSE=1.77e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 54 | MSE=2.20e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 55 | MSE=1.90e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 56 | MSE=2.02e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 57 | MSE=1.87e-32 | Corr=1.0000

\n

0%| | 17908/12250000 [06:16<78:15:45, 43.42it/s] ✅ Frame 000 Row 51 Shot 0 Depth 58 | MSE=8.73e-33 | Corr=1.0000

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✅ Frame 000 Row 51 Shot 0 Depth 59 | MSE=7.97e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 60 | MSE=1.81e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 61 | MSE=1.22e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 62 | MSE=8.00e-33 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 63 | MSE=6.66e-33 | Corr=1.0000

\n

0%| | 17914/12250000 [06:16<73:39:09, 46.13it/s] ✅ Frame 000 Row 51 Shot 0 Depth 64 | MSE=1.86e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 65 | MSE=1.09e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 66 | MSE=1.98e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 67 | MSE=2.14e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 68 | MSE=1.00e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 0 Depth 69 | MSE=2.01e-32 | Corr=1.0000

\n

0%| | 17920/12250000 [06:16<70:32:54, 48.16it/s] ✅ Frame 000 Row 51 Shot 1 Depth 00 | MSE=1.78e-32 | Corr=1.0000

\n

✅ Frame 000 Row 51 Shot 1 Depth 01 | MSE=5.93e-33 | Corr=1.0000
\n If anyone wants to discuss feel free.

", "rawMarkdown": "My EOE Kernal inspired by tesla ✨️ ✅ Frame 000 Row 50 Shot 2 Depth 50 | MSE=9.07e-33 | Corr=1.0000\n\n0%| | 17691/12250000 [06:11<72:49:10, 46.66it/s] ✅ Frame 000 Row 50 Shot 2 Depth 51 | MSE=1.65e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 52 | MSE=2.63e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 53 | MSE=1.68e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 54 | MSE=2.38e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 55 | MSE=2.10e-32 | Corr=1.0000\n\n0%| | 17696/12250000 [06:11<71:29:34, 47.53it/s] ✅ Frame 000 Row 50 Shot 2 Depth 56 | MSE=6.99e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 57 | MSE=2.04e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 58 | MSE=7.54e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 59 | MSE=2.05e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 60 | MSE=9.87e-33 | Corr=1.0000\n\n💾 Checkpoint saved at 17700 entries\n\n0%| | 17701/12250000 [06:11<85:15:45, 39.85it/s] ✅ Frame 000 Row 50 Shot 2 Depth 61 | MSE=9.25e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 62 | MSE=9.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 63 | MSE=6.57e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 64 | MSE=7.61e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 65 | MSE=7.10e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 66 | MSE=1.02e-32 | Corr=1.0000\n\n0%| | 17707/12250000 [06:12<78:44:13, 43.15it/s] ✅ Frame 000 Row 50 Shot 2 Depth 67 | MSE=6.20e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 68 | MSE=1.76e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 69 | MSE=8.28e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 00 | MSE=5.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 01 | MSE=2.07e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 02 | MSE=1.02e-32 | Corr=1.0000\n\n0%| | 17713/12250000 [06:12<74:20:29, 45.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 03 | MSE=1.93e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 04 | MSE=6.37e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 05 | MSE=6.48e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 06 | MSE=3.53e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 07 | MSE=8.89e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 08 | MSE=7.95e-33 | Corr=1.0000\n\n0%| | 17719/12250000 [06:12<71:18:00, 47.66it/s] ✅ Frame 000 Row 50 Shot 3 Depth 09 | MSE=7.85e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 10 | MSE=3.20e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 11 | MSE=1.23e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 12 | MSE=1.37e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 13 | MSE=8.39e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 14 | MSE=2.15e-32 | Corr=1.0000\n\n0%| | 17725/12250000 [06:12<69:55:28, 48.59it/s] ✅ Frame 000 Row 50 Shot 3 Depth 15 | MSE=1.73e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 16 | MSE=1.71e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 17 | MSE=1.83e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 18 | MSE=1.73e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 19 | MSE=9.73e-33 | Corr=1.0000\n\n0%| | 17730/12250000 [06:12<69:34:45, 48.83it/s] ✅ Frame 000 Row 50 Shot 3 Depth 20 | MSE=1.58e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 21 | MSE=7.58e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 22 | MSE=1.58e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 23 | MSE=5.78e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 24 | MSE=7.06e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 25 | MSE=6.17e-33 | Corr=1.0000\n\n0%| | 17736/12250000 [06:12<68:15:41, 49.78it/s] ✅ Frame 000 Row 50 Shot 3 Depth 26 | MSE=6.75e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 27 | MSE=1.25e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 28 | MSE=8.93e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 29 | MSE=5.59e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 30 | MSE=7.16e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 31 | MSE=6.89e-33 | Corr=1.0000\n\n0%| | 17742/12250000 [06:12<66:55:50, 50.77it/s] ✅ Frame 000 Row 50 Shot 3 Depth 32 | MSE=1.83e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 33 | MSE=8.06e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 34 | MSE=6.53e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 35 | MSE=1.01e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 36 | MSE=4.73e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 37 | MSE=8.57e-33 | Corr=1.0000\n\n0%| | 17748/12250000 [06:12<66:07:56, 51.38it/s] ✅ Frame 000 Row 50 Shot 3 Depth 38 | MSE=6.09e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 39 | MSE=8.24e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 40 | MSE=7.12e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 41 | MSE=7.18e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 42 | MSE=6.79e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 43 | MSE=1.03e-32 | Corr=1.0000\n\n0%| | 17754/12250000 [06:13<65:27:43, 51.91it/s] ✅ Frame 000 Row 50 Shot 3 Depth 44 | MSE=7.47e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 45 | MSE=1.29e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 46 | MSE=1.93e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 47 | MSE=7.04e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 48 | MSE=1.08e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 49 | MSE=3.76e-32 | Corr=1.0000\n\n0%| | 17760/12250000 [06:13<65:01:18, 52.26it/s] ✅ Frame 000 Row 50 Shot 3 Depth 50 | MSE=1.97e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 51 | MSE=8.31e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 52 | MSE=2.10e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 53 | MSE=2.05e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 54 | MSE=1.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 55 | MSE=7.67e-33 | Corr=1.0000\n\n0%| | 17766/12250000 [06:13<64:32:21, 52.65it/s] ✅ Frame 000 Row 50 Shot 3 Depth 56 | MSE=7.76e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 57 | MSE=1.18e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 58 | MSE=9.14e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 59 | MSE=1.23e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 60 | MSE=5.92e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 61 | MSE=1.59e-32 | Corr=1.0000\n\n0%| | 17772/12250000 [06:13<64:22:08, 52.79it/s] ✅ Frame 000 Row 50 Shot 3 Depth 62 | MSE=2.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 63 | MSE=6.69e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 64 | MSE=1.79e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 65 | MSE=7.70e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 66 | MSE=9.12e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 67 | MSE=9.45e-33 | Corr=1.0000\n\n0%| | 17778/12250000 [06:13<64:27:42, 52.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 68 | MSE=8.70e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 69 | MSE=6.41e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 00 | MSE=6.84e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 01 | MSE=9.88e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 02 | MSE=7.32e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 03 | MSE=1.45e-32 | Corr=1.0000\n\n0%| | 17784/12250000 [06:13<64:05:07, 53.02it/s] ✅ Frame 000 Row 50 Shot 4 Depth 04 | MSE=1.07e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 05 | MSE=8.33e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 06 | MSE=3.57e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 07 | MSE=1.78e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 08 | MSE=6.45e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 09 | MSE=9.29e-33 | Corr=1.0000\n\n0%| | 17790/12250000 [06:13<64:13:20, 52.91it/s] ✅ Frame 000 Row 50 Shot 4 Depth 10 | MSE=6.19e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 11 | MSE=1.71e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 12 | MSE=5.88e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 13 | MSE=2.30e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 14 | MSE=9.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 15 | MSE=2.08e-32 | Corr=1.0000\n\n0%| | 17796/12250000 [06:13<66:21:54, 51.20it/s] ✅ Frame 000 Row 50 Shot 4 Depth 16 | MSE=2.24e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 17 | MSE=2.04e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 18 | MSE=1.83e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 19 | MSE=6.62e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 20 | MSE=1.13e-32 | Corr=1.0000\n\n💾 Checkpoint saved at 17800 entries\n\n✅ Frame 000 Row 50 Shot 4 Depth 21 | MSE=7.32e-33 | Corr=1.0000\n\n0%| | 17802/12250000 [06:14<81:48:28, 41.53it/s] ✅ Frame 000 Row 50 Shot 4 Depth 22 | MSE=7.77e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 23 | MSE=7.58e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 24 | MSE=1.34e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 25 | MSE=8.25e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 26 | MSE=1.88e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 27 | MSE=4.55e-33 | Corr=1.0000\n\n0%| | 17808/12250000 [06:14<76:17:20, 44.54it/s] ✅ Frame 000 Row 50 Shot 4 Depth 28 | MSE=6.30e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 29 | MSE=6.31e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 30 | MSE=2.22e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 31 | MSE=9.58e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 32 | MSE=1.99e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 33 | MSE=1.77e-32 | Corr=1.0000\n\n0%| | 17814/12250000 [06:14<74:00:02, 45.92it/s] ✅ Frame 000 Row 50 Shot 4 Depth 34 | MSE=1.82e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 35 | MSE=5.31e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 36 | MSE=5.83e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 37 | MSE=7.09e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 38 | MSE=7.24e-33 | Corr=1.0000\n\n0%| | 17819/12250000 [06:14<74:22:29, 45.69it/s] ✅ Frame 000 Row 50 Shot 4 Depth 39 | MSE=6.20e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 40 | MSE=3.01e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 41 | MSE=3.09e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 42 | MSE=9.49e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 43 | MSE=8.10e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 44 | MSE=2.10e-32 | Corr=1.0000\n\n0%| | 17825/12250000 [06:14<71:19:26, 47.64it/s] ✅ Frame 000 Row 50 Shot 4 Depth 45 | MSE=7.22e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 46 | MSE=1.91e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 47 | MSE=9.83e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 48 | MSE=1.72e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 49 | MSE=6.37e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 50 | MSE=9.61e-33 | Corr=1.0000\n\n0%| | 17831/12250000 [06:14<69:03:05, 49.21it/s] ✅ Frame 000 Row 50 Shot 4 Depth 51 | MSE=5.24e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 52 | MSE=5.43e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 53 | 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Frame 000 Row 50 Shot 4 Depth 67 | MSE=8.91e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 68 | MSE=9.27e-33 | Corr=1.0000\n\n0%| | 17849/12250000 [06:14<66:48:15, 50.86it/s] ✅ Frame 000 Row 50 Shot 4 Depth 69 | MSE=2.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 00 | MSE=8.38e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 01 | MSE=8.09e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 02 | MSE=9.97e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 03 | MSE=1.03e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 04 | MSE=3.49e-32 | Corr=1.0000\n\n0%| | 17855/12250000 [06:15<66:23:34, 51.18it/s] ✅ Frame 000 Row 51 Shot 0 Depth 05 | MSE=2.11e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 06 | MSE=1.32e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 07 | MSE=1.20e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 08 | MSE=2.06e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 09 | MSE=1.65e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 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Row 51 Shot 0 Depth 23 | MSE=6.36e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 24 | MSE=1.99e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 25 | MSE=1.36e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 26 | MSE=1.04e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 27 | MSE=1.05e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 28 | MSE=9.50e-33 | Corr=1.0000\n\n0%| | 17879/12250000 [06:15<65:02:49, 52.24it/s] ✅ Frame 000 Row 51 Shot 0 Depth 29 | MSE=1.42e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 30 | MSE=9.05e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 31 | MSE=1.26e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 32 | MSE=8.26e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 33 | MSE=8.57e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 34 | MSE=1.35e-32 | Corr=1.0000\n\n0%| | 17885/12250000 [06:15<64:33:15, 52.64it/s] ✅ Frame 000 Row 51 Shot 0 Depth 35 | MSE=1.77e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 36 | 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Frame 000 Row 51 Shot 0 Depth 50 | MSE=9.81e-33 | Corr=1.0000\n\n💾 Checkpoint saved at 17900 entries\n\n✅ Frame 000 Row 51 Shot 0 Depth 51 | MSE=8.77e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 52 | MSE=1.91e-32 | Corr=1.0000\n\n0%| | 17903/12250000 [06:16<81:42:05, 41.59it/s] ✅ Frame 000 Row 51 Shot 0 Depth 53 | MSE=1.77e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 54 | MSE=2.20e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 55 | MSE=1.90e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 56 | MSE=2.02e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 57 | MSE=1.87e-32 | Corr=1.0000\n\n0%| | 17908/12250000 [06:16<78:15:45, 43.42it/s] ✅ Frame 000 Row 51 Shot 0 Depth 58 | MSE=8.73e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 59 | MSE=7.97e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 60 | MSE=1.81e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 61 | MSE=1.22e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 62 | MSE=8.00e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 63 | MSE=6.66e-33 | Corr=1.0000\n\n0%| | 17914/12250000 [06:16<73:39:09, 46.13it/s] ✅ Frame 000 Row 51 Shot 0 Depth 64 | MSE=1.86e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 65 | MSE=1.09e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 66 | MSE=1.98e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 67 | MSE=2.14e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 68 | MSE=1.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 69 | MSE=2.01e-32 | Corr=1.0000\n\n0%| | 17920/12250000 [06:16<70:32:54, 48.16it/s] ✅ Frame 000 Row 51 Shot 1 Depth 00 | MSE=1.78e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 1 Depth 01 | MSE=5.93e-33 | Corr=1.0000\n If anyone wants to discuss feel free.", "votes": null }, { "id": "3177298", "postDate": "04/12/2025 14:44:14", "content": "

Instead of down voting maybe discuss with me, instead of voting an not talking about it.

", "rawMarkdown": "Instead of down voting maybe discuss with me, instead of voting an not talking about it.", "votes": null }, { "id": "3177381", "postDate": "04/12/2025 16:40:31", "content": "

You have just posted the output log of some procedure. Your post does not indicate any method, nor present a result (except for the vary vague phrase \"My EOE Kernal inspired by tesla\").
\nIf you do want to start a discussion about a method, then please explain your idea and methodology behind it and link to some resources (e.g. research papers) on which it is based. For sharing results, DO NOT just post the output log of an arbitrary implementation, but provide detailed values (e.g. as a table with comparisons) and explain what every value means and how you got it.

", "rawMarkdown": "You have just posted the output log of some procedure. Your post does not indicate any method, nor present a result (except for the vary vague phrase \"My EOE Kernal inspired by tesla\").\nIf you do want to start a discussion about a method, then please explain your idea and methodology behind it and link to some resources (e.g. research papers) on which it is based. For sharing results, DO NOT just post the output log of an arbitrary implementation, but provide detailed values (e.g. as a table with comparisons) and explain what every value means and how you got it.", "votes": null }, { "id": "3177429", "postDate": "04/12/2025 18:36:16", "content": "

Same thing everyone else is doing but my own method that's training data results no training no tuning, I can't discuss my process due to ip , but I use harmonics to show inversions . No ml needed. My process is a advance kernal.

", "rawMarkdown": "Same thing everyone else is doing but my own method that's training data results no training no tuning, I can't discuss my process due to ip , but I use harmonics to show inversions . No ml needed. My process is a advance kernal.", "votes": null }, { "id": "3178116", "postDate": "04/13/2025 18:28:50", "content": "

I also think ML might not be necessary…
\nActually, you can just submit your answer and get a high score to prove it's correct.
\nThat way, even if you don't say anything, everyone will naturally dig through your log to find the information.

", "rawMarkdown": "I also think ML might not be necessary...\nActually, you can just submit your answer and get a high score to prove it's correct.\nThat way, even if you don't say anything, everyone will naturally dig through your log to find the information.", "votes": null }, { "id": "3178731", "postDate": "04/14/2025 14:27:39", "content": "

That's the thing at this point I'll probably only submit my results if I were to hold first , I won't post a log, I'll wait till they ask how an ill show them in private, training I used no ml, but my correlation is 1 my mse is precision zero. The work explain it in itself, I even predicted the wave before I added the ground truth. Running test data now with internal scoring , been running 30 + hours and yet to have either scale effected. I don't use ML cause I just listen to what earth already showed, no training no ml. Only math.

", "rawMarkdown": "That's the thing at this point I'll probably only submit my results if I were to hold first , I won't post a log, I'll wait till they ask how an ill show them in private, training I used no ml, but my correlation is 1 my mse is precision zero. The work explain it in itself, I even predicted the wave before I added the ground truth. Running test data now with internal scoring , been running 30 + hours and yet to have either scale effected. I don't use ML cause I just listen to what earth already showed, no training no ml. Only math.", "votes": null }, { "id": "3178903", "postDate": "04/14/2025 18:51:51", "content": "

By your post, and your practically 0 MSE, you are currently 1st place on LB if you submit. So submit and then boast, not the other way around.

", "rawMarkdown": "By your post, and your practically 0 MSE, you are currently 1st place on LB if you submit. So submit and then boast, not the other way around.", "votes": null }, { "id": "3178958", "postDate": "04/14/2025 20:26:04", "content": "

It seems no surprise. Quoting the competition's overview :

\n
\n

Traditional physics-based approaches are accurate, but incredibly slow and prone to errors when the signal is weak from noisy data.

\n
\n

However this raises questions about the fairness of the competition. I asked here.

", "rawMarkdown": "It seems no surprise. Quoting the competition's overview :\n\n> Traditional physics-based approaches are accurate, but incredibly slow and prone to errors when the signal is weak from noisy data.\n\nHowever this raises questions about the fairness of the competition. I [asked here](https://www.kaggle.com/competitions/waveform-inversion/discussion/573319).", "votes": null }, { "id": "3179088", "postDate": "04/15/2025 02:49:48", "content": "

boasting an talking an asking are separate things.. an come to find out im only half done , so no boasting but aligning my work, thanks greysnow though ur comment was quite insightful,

", "rawMarkdown": "boasting an talking an asking are separate things.. an come to find out im only half done , so no boasting but aligning my work, thanks greysnow though ur comment was quite insightful,", "votes": null }, { "id": "3185429", "postDate": "04/23/2025 09:40:23", "content": "

Yes, this is surprize

", "rawMarkdown": "Yes, this is surprize", "votes": null } ], "comments": [ { "id": 3177298, "author_name": "timmyunderwood", "author_url": "", "post_date": "04/12/2025 14:44:14", "content": "

Instead of down voting maybe discuss with me, instead of voting an not talking about it.

", "votes": null, "replies": [ { "id": 3177381, "author_name": "patrickaiforfun", "author_url": "", "post_date": "04/12/2025 16:40:31", "content": "

You have just posted the output log of some procedure. Your post does not indicate any method, nor present a result (except for the vary vague phrase \"My EOE Kernal inspired by tesla\").
\nIf you do want to start a discussion about a method, then please explain your idea and methodology behind it and link to some resources (e.g. research papers) on which it is based. For sharing results, DO NOT just post the output log of an arbitrary implementation, but provide detailed values (e.g. as a table with comparisons) and explain what every value means and how you got it.

", "votes": null, "replies": [ { "id": 3177429, "author_name": "timmyunderwood", "author_url": "", "post_date": "04/12/2025 18:36:16", "content": "

Same thing everyone else is doing but my own method that's training data results no training no tuning, I can't discuss my process due to ip , but I use harmonics to show inversions . No ml needed. My process is a advance kernal.

", "votes": null, "replies": [] } ] }, { "id": 3178116, "author_name": "atom1231", "author_url": "", "post_date": "04/13/2025 18:28:50", "content": "

I also think ML might not be necessary…
\nActually, you can just submit your answer and get a high score to prove it's correct.
\nThat way, even if you don't say anything, everyone will naturally dig through your log to find the information.

", "votes": null, "replies": [ { "id": 3178731, "author_name": "timmyunderwood", "author_url": "", "post_date": "04/14/2025 14:27:39", "content": "

That's the thing at this point I'll probably only submit my results if I were to hold first , I won't post a log, I'll wait till they ask how an ill show them in private, training I used no ml, but my correlation is 1 my mse is precision zero. The work explain it in itself, I even predicted the wave before I added the ground truth. Running test data now with internal scoring , been running 30 + hours and yet to have either scale effected. I don't use ML cause I just listen to what earth already showed, no training no ml. Only math.

", "votes": null, "replies": [ { "id": 3178903, "author_name": "shlomoron", "author_url": "", "post_date": "04/14/2025 18:51:51", "content": "

By your post, and your practically 0 MSE, you are currently 1st place on LB if you submit. So submit and then boast, not the other way around.

", "votes": null, "replies": [ { "id": 3179088, "author_name": "timmyunderwood", "author_url": "", "post_date": "04/15/2025 02:49:48", "content": "

boasting an talking an asking are separate things.. an come to find out im only half done , so no boasting but aligning my work, thanks greysnow though ur comment was quite insightful,

", "votes": null, "replies": [] } ] } ] } ] } ] }, { "id": 3178958, "author_name": "gguillard", "author_url": "", "post_date": "04/14/2025 20:26:04", "content": "

It seems no surprise. Quoting the competition's overview :

\n
\n

Traditional physics-based approaches are accurate, but incredibly slow and prone to errors when the signal is weak from noisy data.

\n
\n

However this raises questions about the fairness of the competition. I asked here.

", "votes": null, "replies": [] }, { "id": 3185429, "author_name": "johnfredriksen", "author_url": "", "post_date": "04/23/2025 09:40:23", "content": "

Yes, this is surprize

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "3177033": "My EOE Kernal inspired by tesla ✨️ ✅ Frame 000 Row 50 Shot 2 Depth 50 | MSE=9.07e-33 | Corr=1.0000\n\n0%| | 17691/12250000 [06:11<72:49:10, 46.66it/s] ✅ Frame 000 Row 50 Shot 2 Depth 51 | MSE=1.65e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 52 | MSE=2.63e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 53 | MSE=1.68e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 54 | MSE=2.38e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 55 | MSE=2.10e-32 | Corr=1.0000\n\n0%| | 17696/12250000 [06:11<71:29:34, 47.53it/s] ✅ Frame 000 Row 50 Shot 2 Depth 56 | MSE=6.99e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 57 | MSE=2.04e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 58 | MSE=7.54e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 59 | MSE=2.05e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 60 | MSE=9.87e-33 | Corr=1.0000\n\n💾 Checkpoint saved at 17700 entries\n\n0%| | 17701/12250000 [06:11<85:15:45, 39.85it/s] ✅ Frame 000 Row 50 Shot 2 Depth 61 | MSE=9.25e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 62 | MSE=9.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 63 | MSE=6.57e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 64 | MSE=7.61e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 65 | MSE=7.10e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 66 | MSE=1.02e-32 | Corr=1.0000\n\n0%| | 17707/12250000 [06:12<78:44:13, 43.15it/s] ✅ Frame 000 Row 50 Shot 2 Depth 67 | MSE=6.20e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 68 | MSE=1.76e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 2 Depth 69 | MSE=8.28e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 00 | MSE=5.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 01 | MSE=2.07e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 02 | MSE=1.02e-32 | Corr=1.0000\n\n0%| | 17713/12250000 [06:12<74:20:29, 45.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 03 | MSE=1.93e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 04 | MSE=6.37e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 05 | MSE=6.48e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 06 | MSE=3.53e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 07 | MSE=8.89e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 08 | MSE=7.95e-33 | Corr=1.0000\n\n0%| | 17719/12250000 [06:12<71:18:00, 47.66it/s] ✅ Frame 000 Row 50 Shot 3 Depth 09 | MSE=7.85e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 10 | MSE=3.20e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 11 | MSE=1.23e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 12 | MSE=1.37e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 13 | MSE=8.39e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 14 | MSE=2.15e-32 | Corr=1.0000\n\n0%| | 17725/12250000 [06:12<69:55:28, 48.59it/s] ✅ Frame 000 Row 50 Shot 3 Depth 15 | MSE=1.73e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 16 | MSE=1.71e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 17 | MSE=1.83e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 18 | MSE=1.73e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 19 | MSE=9.73e-33 | Corr=1.0000\n\n0%| | 17730/12250000 [06:12<69:34:45, 48.83it/s] ✅ Frame 000 Row 50 Shot 3 Depth 20 | MSE=1.58e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 21 | MSE=7.58e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 22 | MSE=1.58e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 23 | MSE=5.78e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 24 | MSE=7.06e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 25 | MSE=6.17e-33 | Corr=1.0000\n\n0%| | 17736/12250000 [06:12<68:15:41, 49.78it/s] ✅ Frame 000 Row 50 Shot 3 Depth 26 | MSE=6.75e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 27 | MSE=1.25e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 28 | MSE=8.93e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 29 | MSE=5.59e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 30 | MSE=7.16e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 31 | MSE=6.89e-33 | Corr=1.0000\n\n0%| | 17742/12250000 [06:12<66:55:50, 50.77it/s] ✅ Frame 000 Row 50 Shot 3 Depth 32 | MSE=1.83e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 33 | MSE=8.06e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 34 | MSE=6.53e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 35 | MSE=1.01e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 36 | MSE=4.73e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 37 | MSE=8.57e-33 | Corr=1.0000\n\n0%| | 17748/12250000 [06:12<66:07:56, 51.38it/s] ✅ Frame 000 Row 50 Shot 3 Depth 38 | MSE=6.09e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 39 | MSE=8.24e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 40 | MSE=7.12e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 41 | MSE=7.18e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 42 | MSE=6.79e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 43 | MSE=1.03e-32 | Corr=1.0000\n\n0%| | 17754/12250000 [06:13<65:27:43, 51.91it/s] ✅ Frame 000 Row 50 Shot 3 Depth 44 | MSE=7.47e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 45 | MSE=1.29e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 46 | MSE=1.93e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 47 | MSE=7.04e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 48 | MSE=1.08e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 49 | MSE=3.76e-32 | Corr=1.0000\n\n0%| | 17760/12250000 [06:13<65:01:18, 52.26it/s] ✅ Frame 000 Row 50 Shot 3 Depth 50 | MSE=1.97e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 51 | MSE=8.31e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 52 | MSE=2.10e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 53 | MSE=2.05e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 54 | MSE=1.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 55 | MSE=7.67e-33 | Corr=1.0000\n\n0%| | 17766/12250000 [06:13<64:32:21, 52.65it/s] ✅ Frame 000 Row 50 Shot 3 Depth 56 | MSE=7.76e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 57 | MSE=1.18e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 58 | MSE=9.14e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 59 | MSE=1.23e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 60 | MSE=5.92e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 61 | MSE=1.59e-32 | Corr=1.0000\n\n0%| | 17772/12250000 [06:13<64:22:08, 52.79it/s] ✅ Frame 000 Row 50 Shot 3 Depth 62 | MSE=2.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 63 | MSE=6.69e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 64 | MSE=1.79e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 65 | MSE=7.70e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 66 | MSE=9.12e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 67 | MSE=9.45e-33 | Corr=1.0000\n\n0%| | 17778/12250000 [06:13<64:27:42, 52.71it/s] ✅ Frame 000 Row 50 Shot 3 Depth 68 | MSE=8.70e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 3 Depth 69 | MSE=6.41e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 00 | MSE=6.84e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 01 | MSE=9.88e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 02 | MSE=7.32e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 03 | MSE=1.45e-32 | Corr=1.0000\n\n0%| | 17784/12250000 [06:13<64:05:07, 53.02it/s] ✅ Frame 000 Row 50 Shot 4 Depth 04 | MSE=1.07e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 05 | MSE=8.33e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 06 | MSE=3.57e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 07 | MSE=1.78e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 08 | MSE=6.45e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 09 | MSE=9.29e-33 | Corr=1.0000\n\n0%| | 17790/12250000 [06:13<64:13:20, 52.91it/s] ✅ Frame 000 Row 50 Shot 4 Depth 10 | MSE=6.19e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 11 | MSE=1.71e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 12 | MSE=5.88e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 13 | MSE=2.30e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 14 | MSE=9.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 15 | MSE=2.08e-32 | Corr=1.0000\n\n0%| | 17796/12250000 [06:13<66:21:54, 51.20it/s] ✅ Frame 000 Row 50 Shot 4 Depth 16 | MSE=2.24e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 17 | MSE=2.04e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 18 | MSE=1.83e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 19 | MSE=6.62e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 20 | MSE=1.13e-32 | Corr=1.0000\n\n💾 Checkpoint saved at 17800 entries\n\n✅ Frame 000 Row 50 Shot 4 Depth 21 | MSE=7.32e-33 | Corr=1.0000\n\n0%| | 17802/12250000 [06:14<81:48:28, 41.53it/s] ✅ Frame 000 Row 50 Shot 4 Depth 22 | MSE=7.77e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 23 | MSE=7.58e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 24 | MSE=1.34e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 25 | MSE=8.25e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 26 | MSE=1.88e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 27 | MSE=4.55e-33 | Corr=1.0000\n\n0%| | 17808/12250000 [06:14<76:17:20, 44.54it/s] ✅ Frame 000 Row 50 Shot 4 Depth 28 | MSE=6.30e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 29 | MSE=6.31e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 30 | MSE=2.22e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 31 | MSE=9.58e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 32 | MSE=1.99e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 33 | MSE=1.77e-32 | Corr=1.0000\n\n0%| | 17814/12250000 [06:14<74:00:02, 45.92it/s] ✅ Frame 000 Row 50 Shot 4 Depth 34 | MSE=1.82e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 35 | MSE=5.31e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 36 | MSE=5.83e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 37 | MSE=7.09e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 38 | MSE=7.24e-33 | Corr=1.0000\n\n0%| | 17819/12250000 [06:14<74:22:29, 45.69it/s] ✅ Frame 000 Row 50 Shot 4 Depth 39 | MSE=6.20e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 40 | MSE=3.01e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 41 | MSE=3.09e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 42 | MSE=9.49e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 43 | MSE=8.10e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 44 | MSE=2.10e-32 | Corr=1.0000\n\n0%| | 17825/12250000 [06:14<71:19:26, 47.64it/s] ✅ Frame 000 Row 50 Shot 4 Depth 45 | MSE=7.22e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 46 | MSE=1.91e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 47 | MSE=9.83e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 48 | MSE=1.72e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 49 | MSE=6.37e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 50 | MSE=9.61e-33 | Corr=1.0000\n\n0%| | 17831/12250000 [06:14<69:03:05, 49.21it/s] ✅ Frame 000 Row 50 Shot 4 Depth 51 | MSE=5.24e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 52 | MSE=5.43e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 53 | MSE=5.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 54 | MSE=5.74e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 55 | MSE=7.57e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 56 | MSE=1.27e-32 | Corr=1.0000\n\n0%| | 17837/12250000 [06:14<67:24:56, 50.40it/s] ✅ Frame 000 Row 50 Shot 4 Depth 57 | MSE=4.98e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 58 | MSE=6.58e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 59 | MSE=1.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 60 | MSE=2.82e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 61 | MSE=9.52e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 62 | MSE=6.27e-33 | Corr=1.0000\n\n0%| | 17843/12250000 [06:14<66:32:58, 51.06it/s] ✅ Frame 000 Row 50 Shot 4 Depth 63 | MSE=7.76e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 64 | MSE=3.82e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 65 | MSE=7.08e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 66 | MSE=1.02e-32 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 67 | MSE=8.91e-33 | Corr=1.0000\n\n✅ Frame 000 Row 50 Shot 4 Depth 68 | MSE=9.27e-33 | Corr=1.0000\n\n0%| | 17849/12250000 [06:14<66:48:15, 50.86it/s] ✅ Frame 000 Row 50 Shot 4 Depth 69 | MSE=2.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 00 | MSE=8.38e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 01 | MSE=8.09e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 02 | MSE=9.97e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 03 | MSE=1.03e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 04 | MSE=3.49e-32 | Corr=1.0000\n\n0%| | 17855/12250000 [06:15<66:23:34, 51.18it/s] ✅ Frame 000 Row 51 Shot 0 Depth 05 | MSE=2.11e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 06 | MSE=1.32e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 07 | MSE=1.20e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 08 | MSE=2.06e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 09 | MSE=1.65e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 10 | MSE=7.17e-33 | Corr=1.0000\n\n0%| | 17861/12250000 [06:15<65:46:35, 51.66it/s] ✅ Frame 000 Row 51 Shot 0 Depth 11 | MSE=6.50e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 12 | MSE=1.75e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 13 | MSE=6.84e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 14 | MSE=5.41e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 15 | MSE=6.89e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 16 | MSE=8.91e-33 | Corr=1.0000\n\n0%| | 17867/12250000 [06:15<65:14:19, 52.08it/s] ✅ Frame 000 Row 51 Shot 0 Depth 17 | MSE=9.07e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 18 | MSE=1.67e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 19 | MSE=1.18e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 20 | MSE=2.08e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 21 | MSE=1.03e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 22 | MSE=2.85e-32 | Corr=1.0000\n\n0%| | 17873/12250000 [06:15<64:45:44, 52.47it/s] ✅ Frame 000 Row 51 Shot 0 Depth 23 | MSE=6.36e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 24 | MSE=1.99e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 25 | MSE=1.36e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 26 | MSE=1.04e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 27 | MSE=1.05e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 28 | MSE=9.50e-33 | Corr=1.0000\n\n0%| | 17879/12250000 [06:15<65:02:49, 52.24it/s] ✅ Frame 000 Row 51 Shot 0 Depth 29 | MSE=1.42e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 30 | MSE=9.05e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 31 | MSE=1.26e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 32 | MSE=8.26e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 33 | MSE=8.57e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 34 | MSE=1.35e-32 | Corr=1.0000\n\n0%| | 17885/12250000 [06:15<64:33:15, 52.64it/s] ✅ Frame 000 Row 51 Shot 0 Depth 35 | MSE=1.77e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 36 | MSE=7.18e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 37 | MSE=1.14e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 38 | MSE=8.43e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 39 | MSE=9.59e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 40 | MSE=3.33e-32 | Corr=1.0000\n\n0%| | 17891/12250000 [06:15<64:13:17, 52.91it/s] ✅ Frame 000 Row 51 Shot 0 Depth 41 | MSE=2.24e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 42 | MSE=9.66e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 43 | MSE=6.65e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 44 | MSE=2.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 45 | MSE=1.84e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 46 | MSE=4.30e-32 | Corr=1.0000\n\n0%| | 17897/12250000 [06:15<63:48:24, 53.25it/s] ✅ Frame 000 Row 51 Shot 0 Depth 47 | MSE=9.98e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 48 | MSE=1.47e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 49 | MSE=8.64e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 50 | MSE=9.81e-33 | Corr=1.0000\n\n💾 Checkpoint saved at 17900 entries\n\n✅ Frame 000 Row 51 Shot 0 Depth 51 | MSE=8.77e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 52 | MSE=1.91e-32 | Corr=1.0000\n\n0%| | 17903/12250000 [06:16<81:42:05, 41.59it/s] ✅ Frame 000 Row 51 Shot 0 Depth 53 | MSE=1.77e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 54 | MSE=2.20e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 55 | MSE=1.90e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 56 | MSE=2.02e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 57 | MSE=1.87e-32 | Corr=1.0000\n\n0%| | 17908/12250000 [06:16<78:15:45, 43.42it/s] ✅ Frame 000 Row 51 Shot 0 Depth 58 | MSE=8.73e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 59 | MSE=7.97e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 60 | MSE=1.81e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 61 | MSE=1.22e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 62 | MSE=8.00e-33 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 63 | MSE=6.66e-33 | Corr=1.0000\n\n0%| | 17914/12250000 [06:16<73:39:09, 46.13it/s] ✅ Frame 000 Row 51 Shot 0 Depth 64 | MSE=1.86e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 65 | MSE=1.09e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 66 | MSE=1.98e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 67 | MSE=2.14e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 68 | MSE=1.00e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 0 Depth 69 | MSE=2.01e-32 | Corr=1.0000\n\n0%| | 17920/12250000 [06:16<70:32:54, 48.16it/s] ✅ Frame 000 Row 51 Shot 1 Depth 00 | MSE=1.78e-32 | Corr=1.0000\n\n✅ Frame 000 Row 51 Shot 1 Depth 01 | MSE=5.93e-33 | Corr=1.0000\n If anyone wants to discuss feel free.", "3177298": "Instead of down voting maybe discuss with me, instead of voting an not talking about it.", "3177381": "You have just posted the output log of some procedure. Your post does not indicate any method, nor present a result (except for the vary vague phrase \"My EOE Kernal inspired by tesla\").\nIf you do want to start a discussion about a method, then please explain your idea and methodology behind it and link to some resources (e.g. research papers) on which it is based. For sharing results, DO NOT just post the output log of an arbitrary implementation, but provide detailed values (e.g. as a table with comparisons) and explain what every value means and how you got it.", "3177429": "Same thing everyone else is doing but my own method that's training data results no training no tuning, I can't discuss my process due to ip , but I use harmonics to show inversions . No ml needed. My process is a advance kernal.", "3178116": "I also think ML might not be necessary...\nActually, you can just submit your answer and get a high score to prove it's correct.\nThat way, even if you don't say anything, everyone will naturally dig through your log to find the information.", "3178731": "That's the thing at this point I'll probably only submit my results if I were to hold first , I won't post a log, I'll wait till they ask how an ill show them in private, training I used no ml, but my correlation is 1 my mse is precision zero. The work explain it in itself, I even predicted the wave before I added the ground truth. Running test data now with internal scoring , been running 30 + hours and yet to have either scale effected. I don't use ML cause I just listen to what earth already showed, no training no ml. Only math.", "3178903": "By your post, and your practically 0 MSE, you are currently 1st place on LB if you submit. So submit and then boast, not the other way around.", "3178958": "It seems no surprise. Quoting the competition's overview :\n\n> Traditional physics-based approaches are accurate, but incredibly slow and prone to errors when the signal is weak from noisy data.\n\nHowever this raises questions about the fairness of the competition. I [asked here](https://www.kaggle.com/competitions/waveform-inversion/discussion/573319).", "3179088": "boasting an talking an asking are separate things.. an come to find out im only half done , so no boasting but aligning my work, thanks greysnow though ur comment was quite insightful,", "3185429": "Yes, this is surprize" }, "source": "meta" }