- Input: s3://mnist-training-set-eu-central-1/img-train
- Output: s3://mnist-training-set-eu-central-1/output
[
{
"Name": "rate",
"Description": "Learning Rate",
"Type": "Continuous",
"Range": {
"ContinuousParameterRangeSpecification": {
"MinValue": "0",
"MaxValue": "1"
}
},
"IsTunable": false,
"IsRequired": true,
"DefaultValue": "0.2"
},
{
"Name": "iterations",
"Description": "Number of iterations",
"Type": "Integer",
"Range": {
"IntegerParameterRangeSpecification": {
"MinValue": "1",
"MaxValue": "1000"
}
},
"IsTunable": false,
"IsRequired": true,
"DefaultValue": "80"
},
{
"Name": "error",
"Description": "Error rate",
"Type": "Continuous",
"Range": {
"ContinuousParameterRangeSpecification": {
"MinValue": "0",
"MaxValue": "1"
}
},
"IsTunable": false,
"IsRequired": true,
"DefaultValue": "0.05"
},
{
"Name": "shuffle",
"Description": "Learning shuffle",
"Type": "Integer",
"Range": {
"IntegerParameterRangeSpecification": {
"MinValue": "0",
"MaxValue": "1"
}
},
"IsTunable": false,
"IsRequired": true,
"DefaultValue": "1"
},
{
"Name": "log",
"Description": "Learning shuffle",
"Type": "Integer",
"Range": {
"IntegerParameterRangeSpecification": {
"MinValue": "0",
"MaxValue": "1"
}
},
"IsTunable": false,
"IsRequired": true,
"DefaultValue": "1"
},
{
"Name": "cost",
"Description": "Cost Algorithm",
"Type": "Categorical",
"Range": {
"CategoricalParameterRangeSpecification": {
"Values": [
"CROSS_ENTROPY",
"MSE",
"BINARY"
]
}
},
"IsTunable": false,
"IsRequired": true,
"DefaultValue": "CROSS_ENTROPY"
}
]
aws sagemaker-runtime invoke-endpoint \
--region eu-central-1 \
--endpoint-name handwritten-digits-endpoint \
--body fileb://img-test/1.data \
--content-type application/x-www-form-urlencoded >(cat)