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.