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{
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"id": "ecf4c973",
"metadata": {},
"outputs": [],
"source": [
"# 설치된 라이브러리 txt로 추출하기\n",
"!pip freeze | findstr \"==\" > requirements.txt"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "b58bbb07",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: accelerate==1.7.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 1)) (1.7.0)\n",
"Requirement already satisfied: annotated-types==0.7.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 2)) (0.7.0)\n",
"Requirement already satisfied: bitsandbytes==0.45.5 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 3)) (0.45.5)\n",
"Requirement already satisfied: blinker==1.9.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 4)) (1.9.0)\n",
"Requirement already satisfied: cachetools==5.5.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 5)) (5.5.2)\n",
"Requirement already satisfied: certifi==2025.4.26 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 6)) (2025.4.26)\n",
"Requirement already satisfied: charset-normalizer==3.4.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 7)) (3.4.2)\n",
"Requirement already satisfied: click==8.2.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 8)) (8.2.0)\n",
"Requirement already satisfied: colorama==0.4.6 in c:\\users\\human\\appdata\\roaming\\python\\python311\\site-packages (from -r requirements.txt (line 9)) (0.4.6)\n",
"Requirement already satisfied: filelock==3.18.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 10)) (3.18.0)\n",
"Requirement already satisfied: Flask==3.1.1 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 11)) (3.1.1)\n",
"Requirement already satisfied: fsspec==2025.5.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 12)) (2025.5.0)\n",
"Requirement already satisfied: google-ai-generativelanguage==0.6.15 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 13)) (0.6.15)\n",
"Collecting google-api-core==2.25.0 (from -r requirements.txt (line 14))\n",
" Downloading google_api_core-2.25.0-py3-none-any.whl.metadata (3.0 kB)\n",
"Collecting google-api-python-client==2.171.0 (from -r requirements.txt (line 15))\n",
" Downloading google_api_python_client-2.171.0-py3-none-any.whl.metadata (7.0 kB)\n",
"Collecting google-auth==2.40.3 (from -r requirements.txt (line 16))\n",
" Downloading google_auth-2.40.3-py2.py3-none-any.whl.metadata (6.2 kB)\n",
"Requirement already satisfied: google-auth-httplib2==0.2.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 17)) (0.2.0)\n",
"Requirement already satisfied: google-generativeai==0.8.5 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 18)) (0.8.5)\n",
"Requirement already satisfied: googleapis-common-protos==1.70.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 19)) (1.70.0)\n",
"Collecting grpcio==1.73.0 (from -r requirements.txt (line 20))\n",
" Downloading grpcio-1.73.0-cp311-cp311-win_amd64.whl.metadata (4.0 kB)\n",
"Requirement already satisfied: grpcio-status==1.71.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 21)) (1.71.0)\n",
"Requirement already satisfied: httplib2==0.22.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 22)) (0.22.0)\n",
"Requirement already satisfied: huggingface-hub==0.32.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 23)) (0.32.0)\n",
"Requirement already satisfied: idna==3.10 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 24)) (3.10)\n",
"Requirement already satisfied: itsdangerous==2.2.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 25)) (2.2.0)\n",
"Requirement already satisfied: Jinja2==3.1.6 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 26)) (3.1.6)\n",
"Requirement already satisfied: MarkupSafe==3.0.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 27)) (3.0.2)\n",
"Requirement already satisfied: mpmath==1.3.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 28)) (1.3.0)\n",
"Requirement already satisfied: networkx==3.4.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 29)) (3.4.2)\n",
"Requirement already satisfied: numpy==2.2.6 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 30)) (2.2.6)\n",
"Requirement already satisfied: pillow==11.0.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 31)) (11.0.0)\n",
"Requirement already satisfied: proto-plus==1.26.1 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 32)) (1.26.1)\n",
"Collecting protobuf==5.29.5 (from -r requirements.txt (line 33))\n",
" Downloading protobuf-5.29.5-cp310-abi3-win_amd64.whl.metadata (592 bytes)\n",
"Requirement already satisfied: pyasn1==0.6.1 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 34)) (0.6.1)\n",
"Requirement already satisfied: pyasn1_modules==0.4.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 35)) (0.4.2)\n",
"Requirement already satisfied: pydantic==2.11.5 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 36)) (2.11.5)\n",
"Requirement already satisfied: pydantic_core==2.33.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 37)) (2.33.2)\n",
"Requirement already satisfied: pygame==2.6.1 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 38)) (2.6.1)\n",
"Requirement already satisfied: pyparsing==3.2.3 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 39)) (3.2.3)\n",
"Requirement already satisfied: python-dotenv==1.1.0 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 40)) (1.1.0)\n",
"Requirement already satisfied: pywin32==304 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 41)) (304)\n",
"Requirement already satisfied: PyYAML==6.0.2 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 42)) (6.0.2)\n",
"Requirement already satisfied: regex==2024.11.6 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 43)) (2024.11.6)\n",
"Requirement already satisfied: requests==2.32.3 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 44)) (2.32.3)\n",
"Requirement already satisfied: rsa==4.9.1 in c:\\users\\human\\.conda\\envs\\portfolio\\lib\\site-packages (from -r requirements.txt (line 45)) (4.9.1)\n",
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"Installing collected packages: uritemplate, protobuf, grpcio, google-auth, google-api-core, google-api-python-client\n",
"\n",
" Attempting uninstall: uritemplate\n",
"\n",
" Found existing installation: uritemplate 4.1.1\n",
"\n",
" Uninstalling uritemplate-4.1.1:\n",
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" Uninstalling protobuf-5.29.4:\n",
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" Uninstalling grpcio-1.71.0:\n",
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" Attempting uninstall: google-auth\n",
" ------------- -------------------------- 2/6 [grpcio]\n",
" Found existing installation: google-auth 2.40.2\n",
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" Attempting uninstall: google-api-core\n",
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" -------------------------- ------------- 4/6 [google-api-core]\n",
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" Attempting uninstall: google-api-python-client\n",
" -------------------------- ------------- 4/6 [google-api-core]\n",
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" -------------------------- ------------- 4/6 [google-api-core]\n",
" --------------------------------- ------ 5/6 [google-api-python-client]\n",
" Uninstalling google-api-python-client-2.170.0:\n",
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"\n",
"Successfully installed google-api-core-2.25.0 google-api-python-client-2.171.0 google-auth-2.40.3 grpcio-1.73.0 protobuf-5.29.5 uritemplate-4.2.0\n"
]
}
],
"source": [
"# txt 라이브러리 설치하기\n",
"!pip install -r requirements.txt"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fec385de",
"metadata": {},
"outputs": [],
"source": [
"# 나중에 할 내용\n",
"# 1. ai 모델 학습을 위해 어떤 내용이 필요한지\n",
"# 2. 학습한 모델을 저장, 활용할 수 있는지\n",
"# 3. NPC 초기 기억 주입"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7469ad02",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"True\n",
"1\n",
"NVIDIA GeForce GTX 1070 Ti\n"
]
}
],
"source": [
"# 1. GPU 사용 여부 확인\n",
"import torch\n",
"print(torch.cuda.is_available()) # 👉 True면 GPU 사용 가능\n",
"print(torch.cuda.device_count()) # 👉 연결된 GPU 수\n",
"print(torch.cuda.get_device_name(0)) # 👉 GPU 이름"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "b055896e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Looking in indexes: https://download.pytorch.org/whl/cu118\n",
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"Collecting torchvision\n",
" Downloading https://download.pytorch.org/whl/cu118/torchvision-0.22.0%2Bcu118-cp311-cp311-win_amd64.whl.metadata (6.3 kB)\n",
"Collecting torchaudio\n",
" Downloading https://download.pytorch.org/whl/cu118/torchaudio-2.7.0%2Bcu118-cp311-cp311-win_amd64.whl.metadata (6.8 kB)\n",
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"Collecting torch\n",
" Downloading https://download.pytorch.org/whl/cu118/torch-2.7.0%2Bcu118-cp311-cp311-win_amd64.whl.metadata (29 kB)\n",
"Collecting pillow!=8.3.*,>=5.3.0 (from torchvision)\n",
" Downloading https://download.pytorch.org/whl/pillow-11.0.0-cp311-cp311-win_amd64.whl.metadata (9.3 kB)\n",
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" ------------- -------------------------- 1.0/2.9 GB 11.3 MB/s eta 0:02:49\n",
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" -------------- ------------------------- 1.0/2.9 GB 11.1 MB/s eta 0:02:49\n",
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" ----------------- ---------------------- 1.3/2.9 GB 10.5 MB/s eta 0:02:38\n",
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" ---------------------- ----------------- 1.7/2.9 GB 11.6 MB/s eta 0:01:49\n",
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" ---------------------- ----------------- 1.7/2.9 GB 11.5 MB/s eta 0:01:48\n",
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" ----------------------- ---------------- 1.7/2.9 GB 11.6 MB/s eta 0:01:47\n",
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" ----------------------- ---------------- 1.7/2.9 GB 11.6 MB/s eta 0:01:47\n",
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" ----------------------- ---------------- 1.7/2.9 GB 11.6 MB/s eta 0:01:42\n",
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" ------------------------ --------------- 1.8/2.9 GB 11.6 MB/s eta 0:01:40\n",
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" ------------------------ --------------- 1.8/2.9 GB 11.5 MB/s eta 0:01:38\n",
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" ------------------------ --------------- 1.8/2.9 GB 11.6 MB/s eta 0:01:36\n",
" ------------------------ --------------- 1.8/2.9 GB 11.5 MB/s eta 0:01:36\n",
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" ------------------------- -------------- 1.8/2.9 GB 11.6 MB/s eta 0:01:32\n",
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" ------------------------- -------------- 1.9/2.9 GB 11.7 MB/s eta 0:01:29\n",
" ------------------------- -------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:30\n",
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" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:28\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:28\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:28\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:28\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:28\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:27\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:26\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:26\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:26\n",
" -------------------------- ------------- 1.9/2.9 GB 11.5 MB/s eta 0:01:25\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:25\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:25\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:25\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:24\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:24\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:24\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:24\n",
" -------------------------- ------------- 1.9/2.9 GB 11.6 MB/s eta 0:01:24\n",
" -------------------------- ------------- 2.0/2.9 GB 11.6 MB/s eta 0:01:23\n",
" -------------------------- ------------- 2.0/2.9 GB 11.6 MB/s eta 0:01:23\n",
" -------------------------- ------------- 2.0/2.9 GB 11.6 MB/s eta 0:01:23\n",
" -------------------------- ------------- 2.0/2.9 GB 11.6 MB/s eta 0:01:23\n",
" -------------------------- ------------- 2.0/2.9 GB 11.6 MB/s eta 0:01:22\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:22\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:22\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:22\n",
" --------------------------- ------------ 2.0/2.9 GB 11.5 MB/s eta 0:01:22\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:21\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:21\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:21\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:21\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:20\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:20\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:20\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:20\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:20\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.6 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.5 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.5 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.4 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.4 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.4 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.4 MB/s eta 0:01:19\n",
" --------------------------- ------------ 2.0/2.9 GB 11.3 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.4 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.3 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.3 MB/s eta 0:01:18\n",
" --------------------------- ------------ 2.0/2.9 GB 11.4 MB/s eta 0:01:18\n",
" ---------------------------- ----------- 2.0/2.9 GB 11.3 MB/s eta 0:01:17\n",
" ---------------------------- ----------- 2.0/2.9 GB 11.4 MB/s eta 0:01:17\n",
" ---------------------------- ----------- 2.0/2.9 GB 11.3 MB/s eta 0:01:17\n",
" ---------------------------- ----------- 2.0/2.9 GB 11.3 MB/s eta 0:01:17\n",
" ---------------------------- ----------- 2.0/2.9 GB 11.4 MB/s eta 0:01:16\n",
" ---------------------------- ----------- 2.0/2.9 GB 11.4 MB/s eta 0:01:16\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:15\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:15\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:15\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:15\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.5 MB/s eta 0:01:12\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:12\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.4 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.3 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.3 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.2 MB/s eta 0:01:13\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.1 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.0 MB/s eta 0:01:14\n",
" ---------------------------- ----------- 2.1/2.9 GB 11.0 MB/s eta 0:01:15\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.9 MB/s eta 0:01:15\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.8 MB/s eta 0:01:16\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.7 MB/s eta 0:01:16\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.7 MB/s eta 0:01:17\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.6 MB/s eta 0:01:17\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.5 MB/s eta 0:01:18\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.4 MB/s eta 0:01:19\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.3 MB/s eta 0:01:19\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.3 MB/s eta 0:01:20\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.2 MB/s eta 0:01:20\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.1 MB/s eta 0:01:21\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.0 MB/s eta 0:01:22\n",
" ---------------------------- ----------- 2.1/2.9 GB 10.0 MB/s eta 0:01:22\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.9 MB/s eta 0:01:23\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.8 MB/s eta 0:01:23\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.7 MB/s eta 0:01:24\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.6 MB/s eta 0:01:25\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.6 MB/s eta 0:01:25\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.5 MB/s eta 0:01:25\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.5 MB/s eta 0:01:26\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.4 MB/s eta 0:01:27\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.3 MB/s eta 0:01:27\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.3 MB/s eta 0:01:27\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.2 MB/s eta 0:01:28\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.2 MB/s eta 0:01:28\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.1 MB/s eta 0:01:29\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.1 MB/s eta 0:01:29\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.0 MB/s eta 0:01:30\n",
" ---------------------------- ----------- 2.1/2.9 GB 9.0 MB/s eta 0:01:30\n",
" ---------------------------- ----------- 2.1/2.9 GB 8.9 MB/s eta 0:01:31\n",
" ---------------------------- ----------- 2.1/2.9 GB 8.9 MB/s eta 0:01:31\n",
" ---------------------------- ----------- 2.1/2.9 GB 8.8 MB/s eta 0:01:31\n",
" ---------------------------- ----------- 2.1/2.9 GB 8.8 MB/s eta 0:01:32\n",
" ---------------------------- ----------- 2.1/2.9 GB 8.7 MB/s eta 0:01:32\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.7 MB/s eta 0:01:32\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.7 MB/s eta 0:01:33\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.6 MB/s eta 0:01:33\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.5 MB/s eta 0:01:34\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.5 MB/s eta 0:01:34\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.4 MB/s eta 0:01:35\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.4 MB/s eta 0:01:35\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.4 MB/s eta 0:01:35\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.4 MB/s eta 0:01:35\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.3 MB/s eta 0:01:36\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.2 MB/s eta 0:01:36\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.2 MB/s eta 0:01:37\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.1 MB/s eta 0:01:37\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.1 MB/s eta 0:01:38\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.0 MB/s eta 0:01:38\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.0 MB/s eta 0:01:38\n",
" ----------------------------- ---------- 2.1/2.9 GB 8.0 MB/s eta 0:01:39\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.9 MB/s eta 0:01:39\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.9 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:39\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.8 MB/s eta 0:01:39\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.7 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.7 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.6 MB/s eta 0:01:40\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.6 MB/s eta 0:01:41\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.6 MB/s eta 0:01:41\n",
" ----------------------------- ---------- 2.1/2.9 GB 7.5 MB/s eta 0:01:41\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.5 MB/s eta 0:01:42\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.5 MB/s eta 0:01:42\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.4 MB/s eta 0:01:43\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.4 MB/s eta 0:01:43\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.3 MB/s eta 0:01:44\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.3 MB/s eta 0:01:44\n",
" ----------------------------- ---------- 2.2/2.9 GB 7.2 MB/s eta 0:01:44\n",
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" ------------------------------ --------- 2.3/2.9 GB 5.3 MB/s eta 0:02:05\n",
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" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" -------------------- ------------------- 2/4 [torchvision]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ------------------------------ --------- 3/4 [torchaudio]\n",
" ---------------------------------------- 4/4 [torchaudio]\n",
"\n",
"Successfully installed pillow-11.0.0 torch-2.7.0+cu118 torchaudio-2.7.0+cu118 torchvision-0.22.0+cu118\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
" WARNING: Failed to remove contents in a temporary directory 'C:\\Users\\human\\.conda\\envs\\portfolio\\Lib\\site-packages\\~orch'.\n",
" You can safely remove it manually.\n"
]
}
],
"source": [
"# GPU 지원 버전으로 다시 설치\n",
"!pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "portfolio",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.11"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|