#9208: Functional SqueezeBERT model Demo

[kkeerthana0573]

Ticket

• Link to Github Issue.

Problem description

• Functional SqueezeBERT model Demo.

What's changed

• TTNN support for SqueezeBERT model.
• Added demo for SqueezeBertForQuestionAnswering task.

Checklist

• Post commit CI passes
• Blackhole Post commit (if applicable)
• Model regression CI testing passes (if applicable)
• Device performance regression CI testing passes (if applicable)
• New/Existing tests provide coverage for changes

Links to the passing CIs (09/12/2024):

• All post-commit tests
• (Single-card) Demo tests
• (Single-card) Device perf regressions : GS, WH
• (Single-card) Model perf tests : GS, WH
• Nightly fast dispatch tests

[tt-rkim]

I don't see the post.

[kkeerthana0573]

@tt-rkim,
The CI was passing for squeezebert here. Do you suspect any issue here?

[tt-rkim]

Isn't this squeeze bert test not found any tests? https://github.com/tenstorrent/tt-metal/actions/runs/11928473947/job/33245906399#step:9:2881

[kkeerthana0573]

Squeezebert's device performance test on n300 passed here.

[tt-rkim]

Why are you not addressing the error I'm mentioning?

This line in your PR: https://github.com/tenstorrent/tt-metal/pull/9371/files#diff-17b43eb99e1634341d15c11cff11877200bdc21c12d4a70e05ad8630ac2117afR128

is causing a file not found error

[kkeerthana0573]

@tt-rkim, PR is updated.

Passing CI links:
All post-commit tests
(Single-card) Demo tests
Nightly fast dispatch tests
(Single-card) Device perf regressions
(Single-card) Model perf tests

[tt-rkim]

Please update the threshold:

models.perf.device_perf_utils:check_device_perf:67 - AVG DEVICE KERNEL SAMPLES/S 283.90111071341295 is outside of expected range (180.61399999999998, 191.786)

for your model

I will approve to unblock

[kkeerthana0573]

@tt-rkim,
I've updated the threshold and updated the description with passing CI links.

[kkeerthana0573]

Updated description with passing CI links and merged.