| 2022-07-13-15-53-20-90023 selected. | |
| 2022-07-13-15-53-21-53895 selected. | |
| ingesting fashion_mnist | |
| ingested train_images: 60000x28x28:uint8 | |
| ingested train_labels: 60000:uint8 | |
| ingested test_images: 10000x28x28:uint8 | |
| ingested test_labels: 10000:uint8 | |
| ingested 10 class name(s): T-shirt/top, Trouser, Pullover, Dress, Coat, Sandal, Shirt, Sneaker, Bag, Ankle boot | |
| 2022-07-13-15-53-21-53895 += #fashion_mnist. | |
| 2022-07-13-15-53-20-90023 selected. | |
| 2022-07-13-15-53-21-53895 selected. | |
| 2022-07-13-15-53-21-53895 open download started. | |
| 2022-07-13-15-53-21-53895 download completed. | |
| 2022-07-13-15-53-20-90023 selected. | |
| image_classifier.train(2022-07-13-15-53-21-53895): ~color,~convnet,validate=1 | |
| image_classifier.train(/Users/kamangir/storage/abcli/2022-07-13-15-53-21-53895) -> /Users/kamangir/storage/abcli/2022-07-13-15-53-20-90023 | |
| input:28x28 | |
| train_images: 60000x28x28:uint8 | |
| train_labels: 60000x10:float32 | |
| test_images: 10000x28x28:uint8 | |
| test_labels: 10000x10:float32 | |
| 10 class(es): T-shirt/top, Trouser, Pullover, Dress, Coat, Sandal, Shirt, Sneaker, Bag, Ankle boot | |
| NumExpr defaulting to 8 threads. | |
| test accuracy: 0.8609 | |
| Assets written to: /Users/kamangir/storage/abcli/2022-07-13-15-53-20-90023/image_classifier/model/assets | |
| image_classifier.model -> /Users/kamangir/storage/abcli/2022-07-13-15-53-20-90023/image_classifier/model | |
| image_classifier.predict(10000x28x28:float64,10000:int64)-> /Users/kamangir/storage/abcli/2022-07-13-15-53-20-90023 | |
| image_classifier.predict(): None / frame | |
| image_classifier.predict(): rendering confusion_matrix... | |
| graphics.render_confusion_matrix(10:10x10:float64) -> /Users/kamangir/storage/abcli/2022-07-13-15-53-20-90023/image_classifier/model/confusion_matrix.jpg | |
| image_classifier.predict(): rendering test_labels distribution... | |
| graphics.render_distribution(10:10:float64) -> /Users/kamangir/storage/abcli/2022-07-13-15-53-20-90023/image_classifier/model/label_distribution.jpg | |
| image_classifier.predict(): rendering 10 sheet(s)... | |
| 2022-07-13-15-53-20-90023 += #image_classifier. | |
| 2022-07-13-15-53-20-90023 += #train. | |
| 2022-07-13-15-53-20-90023 += #fashion_mnist. | |
| 2022-07-13-15-53-20-90023 open upload started. | |
| 2022-07-13-15-53-20-90023 download completed. | |
| 2022-07-13-15-53-20-90023 selected. | |