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Delete Load_Example.ipynb
Browse files- Load_Example.ipynb +0 -63
Load_Example.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": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import torch\n",
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"from tqdm import tqdm\n",
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"from load_i2e_datasets import I2E_Dataset\n",
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"os.environ['HF_ENDPOINT'] = 'https://hf-mirror.com' # Use HF mirror server in some regions"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"model_cache_path = 'Your path to model cache'\n",
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"load_datasets = 'I2E-CIFAR10'"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"train_dataset = I2E_Dataset(model_cache_path, load_datasets, split='train', transform=None, target_transform=None)\n",
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"val_dataset = I2E_Dataset(model_cache_path, load_datasets, split='validation', transform=None, target_transform=None)\n",
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"print(f\"Train samples: {len(train_dataset)}, Validation samples: {len(val_dataset)}\")\n",
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"\n",
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"# You can create dataloaders according to your needs\n",
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"train_loader = torch.utils.data.DataLoader(train_dataset, batch_size=256, shuffle=False, num_workers=32, pin_memory=False)\n",
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"val_loader = torch.utils.data.DataLoader(val_dataset, batch_size=256, shuffle=False, num_workers=32, pin_memory=False)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "pytorch291n",
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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": "3.11.14"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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