Arm backend: Add support for DevTools BundleIO #8680
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Add support for input and output testing using BundleIO in devtools. Can be tested with: run.sh --model_name=add --target=ethos-u85-128 --bundleio aot_arm_compiler.py changes --bundleio - Will generate a bundle .bpte file with input and reference output data --model_name - now also support .pt/.pth files e.g. a torch.save():ed model --model_input - If supplied will overried the model input data supply a torch.save():ed data --intermediates - Will now save model.pth, input_xx.pt and output_ref_xx.pt files so testing can be reproduced arm_executor_runner.cpp - can be build with ET_BUNDLE_IO to enable a .bpte and a input/output_ref testing flow test_model.py script uses bundleio test_arm_baremetal.sh script now tests models with BundleIO so output is compared to ref output Signed-off-by: Zingo Andersen <[email protected]> Change-Id: I25b9ecc0adbf697d1d8cadc5d67ffd32f8c93db6
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/8680
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit 8290494 with merge base b5344c1 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Add support for input and output testing using BundleIO in devtools.
Can be tested with:
run.sh --model_name=add --target=ethos-u85-128 --bundleio
aot_arm_compiler.py changes:
--bundleio - Will generate a bundle .bpte file with input and reference output data
--model_name - now also support .pt/.pth files e.g. a torch.save():ed model
--model_input - If supplied will overried the model input data supply a torch.save():ed data
--intermediates - Will now save model.pth, input_xx.pt and output_ref_xx.pt files so testing can be reproduced
arm_executor_runner.cpp - can be build with ET_BUNDLE_IO to enable a .bpte and a input/output_ref testing flow
test_model.py script uses bundleio to verify input/output
test_arm_baremetal.sh script now tests models with BundleIO so output is compared to ref output
cc @digantdesai @freddan80 @per @oscarandersson8218