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Added new notebooks for aihwkit APL tutorial #518

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merged 1 commit into from
Jul 13, 2023
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Added new notebooks for aihwkit APL tutorial. Co-authored by @Fabio-83 (Fabio Carta), @jubueche (Julian Büchel), and Corey Liam Lammie.

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Description

New AIHWKIT Tutorials

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3 tutorials were added to cover concepts around Analog AI Training, hardware-aware training for accurate inference on Analog hardware, and Post-training calibration.

…rta, Julian Büchel, and Corey Liam Lammie. The tutorials cover concepts around Analog AI Training, hardware-aware training for accurate inference on Analog hardware, and Post-training calibration.

Signed-off-by: Kaoutar El Maghraoui <kaoutar@kaoutars-mbp-2.watson.ibm.com>
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@maljoras maljoras left a comment

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Maybe still clean it up a little? We might even not need the tt.png and the separate misc.py files in case that is more trouble some for colab

"from aihwkit.inference.calibration import calibrate_input_ranges, InputRangeCalibrationType\n",
"\n",
"#from aihwkit.calibration import calibrate_input_ranges\n",
"#from aihwkit.simulator.configs import InputRangeCalibrationType"
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Should these not be deleted?

"lines.markerfacecolor": "none",
"lines.markeredgewidth": 0.8,
}
)
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Maybe paste this into the misc.py?

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@Fabio-83 Fabio-83 left a comment

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Thanks @kaoutar55!!

@kaoutar55 kaoutar55 merged commit e7882d7 into master Jul 13, 2023
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@kaoutar55 kaoutar55 deleted the tutorial_notebooks branch July 13, 2023 01:57
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3 participants