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[LP] Visualize Model Artifacts with Model Explorer + ExecuTorch Extension#3413

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matt-cossins wants to merge 11 commits into
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matt-cossins:model_explorer
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[LP] Visualize Model Artifacts with Model Explorer + ExecuTorch Extension#3413
matt-cossins wants to merge 11 commits into
ArmDeveloperEcosystem:mainfrom
matt-cossins:model_explorer

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@matt-cossins

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Before submitting a pull request for a new Learning Path, please review Create a Learning Path

  • I have reviewed Create a Learning Path

Please do not include any confidential information in your contribution. This includes confidential microarchitecture details and unannounced product information.

  • I have checked my contribution for confidential information

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of the Creative Commons Attribution 4.0 International License.

@matt-cossins

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Had initial reviews by the model explorer team. Ready for further review.

Note, this learning path requires small updates to the install process after this is finalised in the next week or so. It cannot be published until these changes are made. However it can be reviewed in the meantime.

| --- | --- | --- | --- |
| `.pte` | PTE adapter in the ExecuTorch extension | ExecuTorch program | Delegate regions, backend partitioning, work outside delegates, and the deployed ExecuTorch graph |
| `.tosa` | Separate TOSA adapter | Compiler/backend intermediate representation | Lowered operators, tensor shapes, quantized types, graph splits, and missed optimization opportunities |
| `.vgf` | Separate VGF adapter | Vulkan ML graph artifact | Inputs, outputs, constants, tensor metadata, graph connectivity, and SPIR-V graph modules |

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"Vulkan ML" should be "ML extensions for Vulkan"

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3 participants