Created
January 11, 2017 02:37
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Swagger code for API description of MNIST trainer for Deep Cloud
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/uploadCompleteScript: | |
post: | |
tags: | |
- MNIST | |
description: >- | |
Allows user to upload the [MNIST | |
dataset](https://drive.google.com/open?id=0B-HwpreJA3WzbnZodkJZVWNfUTg) | |
and get a trained model based on the parameters specified. Description | |
about the dataset can be found | |
[here](http://yann.lecun.com/exdb/mnist/). | |
operationId: getAqi | |
produces: | |
- text | |
consumes: | |
- multipart/form-data | |
parameters: | |
- name: width | |
in: formData | |
description: width of image | |
default: 28 | |
required: true | |
type: integer | |
- name: height | |
in: formData | |
description: height of image | |
default: 28 | |
required: true | |
type: integer | |
- name: nClass | |
in: formData | |
description: number of classes | |
default: 10 | |
required: true | |
type: integer | |
- name: alpha | |
in: formData | |
description: learning rate | |
default: 0.01 | |
required: true | |
type: number | |
- name: upload | |
in: formData | |
description: >- | |
[MNIST | |
dataset](https://drive.google.com/open?id=0B-HwpreJA3WzbnZodkJZVWNfUTg) | |
required: true | |
type: file | |
responses: | |
'200': | |
description: 'JSON with accuracies at different epochs, model path' | |
schema: | |
properties: | |
Accuracy: | |
type: string | |
trainedModel: | |
type: string | |
'500': | |
description: process got killed / tensorflow crashed | |
default: | |
description: unexpected error |
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