You are responsible for the cost of the AWS services used while running this solution.
| General | |
|---|---|
| Avg clicks/edits per model creation | 40 |
| DynamoDB entry size (KB) / model training | 40 |
| Processing Step Docker image size (GB) | 0.8 |
| Avg Lambda Duration (ms)/call | 350 |
| Lambda Avg Memory (MB) | 256 |
| Machine Learning | |
|---|---|
| Processing (Feature Engineering Step) | |
| Instance Type | ml.m5.xlarge |
| Number instances / Job | 1 |
| Avg Mins / Job | 10 |
| Storage (MB) / Job | 200 |
| Model Training Step | |
| Instance Type | ml.m5.xlarge |
| Number of instances | 1 |
| Avg Mins / Job | 12 |
| Storage (MB) / Job | 100 |
| Inference (Endpoints) | |
| Instance Type | ml.m5.large |
| Number of instances | 1 |
| Avg Mins Active / Endpoint | 60 |
| Avg Model Size (MB) | 5 |
| Pipeline Events | |
| Avg Number of Events / Job | 21 |
| Model Training | |
| Total Number of Model Trainings/mo | 2000 |
| Metadata and Model training artifacts | Cost | |
|---|---|---|
| S3 | $14.65 | 586GB |
| DynamoDB | $0.285 | 0.08GB |
| Total | $14.94 | |
| Per Model | $0.0074675 |
| Feature Engineering Step | Cost | |
|---|---|---|
| Amazon ECR (Processing Docker Image) | $0.08 | 1 GB/MO |
| ML Storage | $46.92 | 391GB |
| Processing Job | $96.00 | 333 Hours |
| Model Training Step | ||
| SageMaker Training Jobs | $115.20 | 400 Hours |
| ML Storage | $32.93 | 195GB |
| Event Triggers | $0.04 | 42,000 Events |
| Lambda Triggers From Events | $0.07 | 42,000 Executions |
| Inference | ||
| Model Endpoints Active | $288.00 | 2,000 Hours |
| ML Storage | $1.68 | 10 GB |
| Total $ | $289.79 | |
| Per Model $ | $0.14489583 |
| Web UI | Cost | |
|---|---|---|
| API Gateway | $0.34 | 80,000 Requests |
| Lambda (handle requests) | $0.13 | 80,000 Executions |
| S3 Hosting | $0.43 | |
| Total | $0.56 | $ 0.56 |
| Monthly cost | Fixed | Variable | Subtotal |
|---|---|---|---|
| Monthly Grand Total | $15 | $291 | $306 |
| Per Model | $ 0.0075000 | $0.1455000 | $0.1530000 |
| Annual cost | Fixed | Variable | Subtotal |
|---|---|---|---|
| Annual Grand Total | $80 | $3,492 | $3,672 |
| Per Model | $ 0.0900000 | $1.7460000 | $1.8360000 |
IMPORTANT: Prices are subject to change. For full details, refer to the pricing webpage for each AWS service you will be using in this solution.