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Previously the runtime would silently skip interence failures and return random values as the result. This can make spotting inference failures challenging. The runtime now throws a fatal error when inference did not complete successfully along with an error message that gives some details about the error that occurred.

cc @Leo-arm @ashutosh-arm @leandron

Previously the runtime would silently skip interence failures and return
random values as the result. This can make spotting inference failures
challenging. The runtime now throws a fatal error when inference did not
complete successfully along with an error message that gives some
details about the error that occurred.

Change-Id: Iadb6da04ad1c906e3ec49959eb3da0978295aebf
@github-actions github-actions bot requested a review from leandron October 10, 2022 10:14
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Thanks Luke. Indeed a great change. A nit, a question and a suggestion below 😅

* clarify test file brief
* add test case for running status
* add driver stack reference to WaitStatus class

Change-Id: I792742892b761534904816135ae2ffcb3f028b2c
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@tvm-bot rerun

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tvm-bot commented Oct 14, 2022

Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from Reviewers by @-ing them in a comment.

Generated by tvm-bot

@areusch areusch added needs-triage PRs or issues that need to be investigated by maintainers to find the right assignees to address it and removed needs-triage PRs or issues that need to be investigated by maintainers to find the right assignees to address it labels Oct 19, 2022
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@lhutton1 LGTM! Thanks for extending the test coverage 👍

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@leo-blonk leo-blonk left a comment

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LGTM

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LGTM, thanks @lhutton1 @Leo-arm

@leandron leandron merged commit 47da418 into apache:main Nov 3, 2022
xinetzone pushed a commit to daobook/tvm that referenced this pull request Nov 10, 2022
* [ETHOSN] Throw error message when inference fails

Previously the runtime would silently skip interence failures and return
random values as the result. This can make spotting inference failures
challenging. The runtime now throws a fatal error when inference did not
complete successfully along with an error message that gives some
details about the error that occurred.

Change-Id: Iadb6da04ad1c906e3ec49959eb3da0978295aebf

* Address comments

* clarify test file brief
* add test case for running status
* add driver stack reference to WaitStatus class

Change-Id: I792742892b761534904816135ae2ffcb3f028b2c
xinetzone pushed a commit to daobook/tvm that referenced this pull request Nov 25, 2022
* [ETHOSN] Throw error message when inference fails

Previously the runtime would silently skip interence failures and return
random values as the result. This can make spotting inference failures
challenging. The runtime now throws a fatal error when inference did not
complete successfully along with an error message that gives some
details about the error that occurred.

Change-Id: Iadb6da04ad1c906e3ec49959eb3da0978295aebf

* Address comments

* clarify test file brief
* add test case for running status
* add driver stack reference to WaitStatus class

Change-Id: I792742892b761534904816135ae2ffcb3f028b2c
@lhutton1 lhutton1 deleted the runtime-error-msg branch February 10, 2023 10:28
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6 participants