louiscklaw
commited on
Commit
•
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Parent(s):
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update,
Browse files- README.md +20 -0
- _reports/cm_target_data.png +0 -0
- _reports/cm_validation_data.png +0 -0
- _reports/training_history.png +0 -0
- best_acc/checkpoint.weights.h5 +3 -0
- best_val_acc/checkpoint.weights.h5 +3 -0
- gitUpdate.sh +8 -0
- helloworld.ipynb +55 -0
- model_e80.h5 +3 -0
README.md
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---
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license: mit
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---
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---
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tags:
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- llamafile
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license: mit
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quantized_by: jartine
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---
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# CS4185 Test Model
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### Purpose
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poc of image classification with CS4185 as test data
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### Performance
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- training history
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![alt text](_reports/training_history.png)
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- confusion matrix to validation data
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![alt text](_reports/cm_validation_data.png)
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- confusion matrix to test data
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![alt text](_reports/cm_target_data.png)
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_reports/cm_target_data.png
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_reports/cm_validation_data.png
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_reports/training_history.png
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best_acc/checkpoint.weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:beb5d4d3c813ad3fe74c287f540da7521d71634e78b0d51f4cae7c20f9750471
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size 270536120
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best_val_acc/checkpoint.weights.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:08c50c90fdfe29b5c97ea9fdf2a9e65706d827708dd73ad53f4e530065328d82
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size 270536120
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gitUpdate.sh
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#!/usr/bin/env bash
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set -ex
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git add .
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git commit -m'update,'
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git push
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helloworld.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"helloworld\n"
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]
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}
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],
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"source": [
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"print(\"helloworld\")"
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]
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}
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],
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"metadata": {
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"accelerator": "GPU",
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"colab": {
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"provenance": []
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},
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"kaggle": {
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"accelerator": "gpu",
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"dataSources": [],
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"dockerImageVersionId": 30787,
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"isGpuEnabled": true,
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"isInternetEnabled": true,
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"language": "python",
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"sourceType": "notebook"
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},
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"kernelspec": {
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"display_name": "3.10.15",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.15"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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model_e80.h5
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:7dac75a2265527ce0f1ae44025d540ae356e9ca3ca91db020ac050fac72d774f
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+
size 270536120
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