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examples/09_Optimizing_CompositionalAUC_Loss_with_ResNet20_on_CIFAR10.ipynb

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"Let's start with install our library here. In this tutorial, we will use version `1.2.0`."
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},
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{
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"cell_type": "code",
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"source": [
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"!rm -r ./libauc\n",
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"!git clone -b 1.2.0 --single-branch https://yzhuoning:[email protected]/yzhuoning/LibAUC_Src/\n",
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"!cp -r ./LibAUC_Src/libauc/ ./\n",
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"!rm -r ./LibAUC_Src/"
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],
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "hE-jQ1HGH_XR",
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"outputId": "87da4faa-cb56-4e00-862f-628511c5778c"
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},
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"execution_count": 8,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stdout",
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"text": [
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"Cloning into 'LibAUC_Src'...\n",
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"remote: Enumerating objects: 4056, done.\u001b[K\n",
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"remote: Counting objects: 100% (1019/1019), done.\u001b[K\n",
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"remote: Compressing objects: 100% (340/340), done.\u001b[K\n",
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"remote: Total 4056 (delta 833), reused 806 (delta 679), pack-reused 3037\u001b[K\n",
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"Receiving objects: 100% (4056/4056), 1.65 MiB | 4.99 MiB/s, done.\n",
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"Resolving deltas: 100% (2784/2784), done.\n"
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]
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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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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"id": "7oZv1TakiUBF"
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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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"id": "-dUoQpz5imKD"
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"cell_type": "code",
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"execution_count": null,
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"id": "kCEq4vNairrd"
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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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"id": "g8ReDBxeixFw"
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{
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"cell_type": "code",
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"execution_count": 10,
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"execution_count": null,
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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"metadata": {
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"id": "rUmU3E60Zqzi"
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"execution_count": 11,
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"execution_count": null,
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"outputs": []
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{
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"id": "ygp4goXjXxMG",
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"outputId": "cc615326-cebe-4ff5-8482-a04e26695aa9"
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"execution_count": 12,
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"execution_count": null,
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"outputs": [
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{
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"output_type": "stream",
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"id": "CoM4Tnl0LmfY",
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"outputId": "20a8a868-4ac3-4948-9f17-af831e08bf05"
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},
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"execution_count": 14,
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"execution_count": null,
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"outputs": [
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{
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"output_type": "execute_result",

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