Vendor Name | TensorBoard |
Stand-alone vs. Platform | Stand-alone tool |
Delivery Model | Open-source |
Clouds Supported | Deploy the open-source version wherever you want |
Pricing Model | N/A (open source only) |
Service Level Guarantees | None |
Support | None |
SSO, ACL | None |
Security and Compliance | None |
Setup | TensorBoard parses the .logs folder and displays it in the serverless browser UI |
Flexibility, Speed, and Accessibility | TensorBoard UI can get slow when you display/compare many experiments |
Model Versioning, Lineage, and Packaging | It doesn't do this nativly |
Log and Display of Metadata | Supports: TensorBoard includes additional debugging functionalities: |
Comparing Experiments and Models | Compare experiments with: |
Organizing and Searching Experiments and Models | You can: You cannot: |
Model Review, Collaboration, and Sharing | Open Source version of TensorBoard not possible |
CI/CD/CT Compatibility | Use other tools from the Tensorflow Extended (TFX) ecosystem for that |
Integrations | TensorBoard is probably the most integrated experiment monitoring tool out there |
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Vendor |
Demo link |
Stand-alone vs. Platform |
Delivery Model |
Clouds Supported |
Pricing Model |
Service Level Guarantees |
Support |
SSO, ACL |
Security and Compliance |
Setup |
Flexibility, Speed, and Accessibility |
Model Versioning, Lineage, and Packaging |
Log and Display of Metadata |
Comparing Experiments and Models |
Organizing and Searching Experiments and Models |
Model Review, Collaboration, and Sharing |
CI/CD/CT Compatibility |
Integrations |