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Efficientnet GS demo benchmarking #4610

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Sudharsan-V opened this issue Jan 8, 2024 · 3 comments
Closed

Efficientnet GS demo benchmarking #4610

Sudharsan-V opened this issue Jan 8, 2024 · 3 comments
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@Sudharsan-V
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GS e2e Demo

test uses batched real inputs and produces batched outputs

this test is looped (takes several batches of inputs, produces several batches of outputs)

test evaluates results of TT model against validation data in selected data set

test is documented

how to run test (commands to execute)
what does the model do (high-level explanation in a couple of sentences)
description of what is input and what is output
this demo should load inputs and expected outputs from a data set on Weka (TBD which one)

@jliangTT jliangTT added the todo an action that doesn’t effect code base label Jan 8, 2024
@Sudharsan-V Sudharsan-V removed the todo an action that doesn’t effect code base label Jan 9, 2024
@jayasuryamaganuru
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The Benchmarking of GS EfficientNet model is completed.
Data-set: IMAGENET
Metric: Accuracy
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@jayasuryamaganuru
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jayasuryamaganuru commented Jan 9, 2024

PR for EffcientNet GS demo benchmarking,
model is tested with 100 datapoints extracted from IMAGENET test dataset.
metric: accuracy
accuracy: 66.0

PR- #4633

@saichandax saichandax changed the title Efficientnet GS demo benchmarking Efficientnet GS demo benchmarking [Pending CI] Jan 16, 2024
@saichandax
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PR is merged, hence closing the ticket.

@saichandax saichandax changed the title Efficientnet GS demo benchmarking [Pending CI] Efficientnet GS demo benchmarking Jan 19, 2024
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4 participants