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Job Logs - Data Processing
[INFO] Job initialized...
[INFO] Loading dataset...
[INFO] Connecting to GPU resources...
[INFO] Downloading required libraries...
[INFO] Dataset pre-processing started...
[INFO] Applying normalization...
[INFO] Cleaning missing values...
[INFO] Splitting data into training and testing sets...
[INFO] Training model - Epoch 1/10...
[INFO] Training model - Epoch 2/10...
[INFO] Training model - Epoch 3/10...
[INFO] Training model - Epoch 4/10...
[INFO] Training model - Epoch 5/10...
[WARNING] High memory usage detected - 85% utilization.
[INFO] Training model - Epoch 6/10...
[INFO] Training model - Epoch 7/10...
[INFO] Training model - Epoch 8/10...
[ERROR] Connection to GPU interrupted. Attempting to reconnect...
[INFO] GPU connection re-established.
[INFO] Training model - Epoch 9/10...
[INFO] Training model - Epoch 10/10...
[SUCCESS] Model training completed successfully. [INFO] Running model evaluation...
[INFO] Accuracy: 92.5% | Loss: 0.034
[INFO] Exporting model...
[INFO] Generating model artifacts...
[INFO] Uploading model to storage...
[SUCCESS] Job completed successfully.
[INFO] Loading dataset...
[INFO] Connecting to GPU resources...
[INFO] Downloading required libraries...
[INFO] Dataset pre-processing started...
[INFO] Applying normalization...
[INFO] Cleaning missing values...
[INFO] Splitting data into training and testing sets...
[INFO] Training model - Epoch 1/10...
[INFO] Training model - Epoch 2/10...
[INFO] Training model - Epoch 3/10...
[INFO] Training model - Epoch 4/10...
[INFO] Training model - Epoch 5/10...
[WARNING] High memory usage detected - 85% utilization.
[INFO] Training model - Epoch 6/10...
[INFO] Training model - Epoch 7/10...
[INFO] Training model - Epoch 8/10...
[ERROR] Connection to GPU interrupted. Attempting to reconnect...
[INFO] GPU connection re-established.
[INFO] Training model - Epoch 9/10...
[INFO] Training model - Epoch 10/10...
[SUCCESS] Model training completed successfully. [INFO] Running model evaluation...
[INFO] Accuracy: 92.5% | Loss: 0.034
[INFO] Exporting model...
[INFO] Generating model artifacts...
[INFO] Uploading model to storage...
[SUCCESS] Job completed successfully.
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