253 lines
7.5 KiB
Plaintext
253 lines
7.5 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "53fb9dcb-843b-4633-b031-22236bfeb815",
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"metadata": {},
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"source": [
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"### Check CUDA device"
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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": 9,
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"id": "6b269e64-be58-43b5-ad60-0fbd1d37861a",
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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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"CUDA is available. Number of GPUs: 1\n",
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"GPU Name: NVIDIA GeForce RTX 3060\n"
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]
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}
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],
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"source": [
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"import torch\n",
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"\n",
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"# Check if CUDA is available\n",
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"if torch.cuda.is_available():\n",
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" print(f\"CUDA is available. Number of GPUs: {torch.cuda.device_count()}\")\n",
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" print(f\"GPU Name: {torch.cuda.get_device_name(0)}\")\n",
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"else:\n",
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" print(\"CUDA is not available. No GPU detected.\")\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "e6b4bc89-4cbd-4d4a-99a8-2d5bfb5d095d",
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"metadata": {},
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"source": [
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"### Environment"
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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": 10,
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"id": "7313a620-a0eb-4207-a12a-90aeee3cd980",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"('3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0]',\n",
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" environ{'USER': 'oleg',\n",
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" 'SSH_CLIENT': '100.102.18.30 39290 22',\n",
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" 'XDG_SESSION_TYPE': 'tty',\n",
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" 'SHLVL': '1',\n",
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" 'MOTD_SHOWN': 'pam',\n",
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" 'HOME': '/home/oleg',\n",
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" 'OLDPWD': '/home/oleg/.vscode-server',\n",
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" 'SSL_CERT_FILE': '/usr/lib/ssl/certs/ca-certificates.crt',\n",
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" 'DBUS_SESSION_BUS_ADDRESS': 'unix:path=/run/user/1000/bus',\n",
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" 'LOGNAME': 'oleg',\n",
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" '_': '/home/oleg/.pyenv/python3.10-venv/bin/python',\n",
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" 'XDG_SESSION_CLASS': 'user',\n",
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" 'VSCODE_CLI_REQUIRE_TOKEN': 'a18f8694-adf8-4fa9-a860-a18b2bdb3d92',\n",
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" 'XDG_SESSION_ID': '149',\n",
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" 'PATH': '/home/oleg/.pyenv/python3.10-venv/bin:/home/oleg/.vscode-server/cli/servers/Stable-dc96b837cf6bb4af9cd736aa3af08cf8279f7685/server/bin/remote-cli:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin',\n",
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" 'VSCODE_AGENT_FOLDER': '/home/oleg/.vscode-server',\n",
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" 'XDG_RUNTIME_DIR': '/run/user/1000',\n",
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" 'SSL_CERT_DIR': '/usr/lib/ssl/certs',\n",
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" 'LANG': 'en_US.UTF-8',\n",
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" 'SHELL': '/bin/bash',\n",
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" 'PWD': '/home/oleg',\n",
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" 'SSH_CONNECTION': '100.102.18.30 39290 100.102.233.115 22',\n",
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" 'XDG_DATA_DIRS': '/home/oleg/.local/share/flatpak/exports/share:/var/lib/flatpak/exports/share:/usr/local/share:/usr/share',\n",
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" 'VSCODE_HANDLES_SIGPIPE': 'true',\n",
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" 'LS_COLORS': '',\n",
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" 'LESSCLOSE': '/usr/bin/lesspipe %s %s',\n",
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" 'LESSOPEN': '| /usr/bin/lesspipe %s',\n",
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" 'LD_LIBRARY_PATH': '/usr/local/cuda/lib64',\n",
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" 'VSCODE_AMD_ENTRYPOINT': 'vs/workbench/api/node/extensionHostProcess',\n",
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" 'VSCODE_HANDLES_UNCAUGHT_ERRORS': 'true',\n",
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" 'VSCODE_NLS_CONFIG': '{\"locale\":\"en\",\"osLocale\":\"en\",\"availableLanguages\":{}}',\n",
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" 'BROWSER': '/home/oleg/.vscode-server/cli/servers/Stable-dc96b837cf6bb4af9cd736aa3af08cf8279f7685/server/bin/helpers/browser.sh',\n",
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" 'VSCODE_CWD': '/home/oleg',\n",
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" 'ELECTRON_RUN_AS_NODE': '1',\n",
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" 'VSCODE_IPC_HOOK_CLI': '/run/user/1000/vscode-ipc-c5d6268a-2e45-4659-9523-6fcffb529a08.sock',\n",
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" 'PYTHONUNBUFFERED': '1',\n",
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" 'VIRTUAL_ENV': '/home/oleg/.pyenv/python3.10-venv',\n",
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" 'PYTHONIOENCODING': 'utf-8',\n",
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" 'VIRTUAL_ENV_PROMPT': '(python3.10-venv) ',\n",
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" 'PS1': '(python3.10-venv) ',\n",
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" 'PYDEVD_IPYTHON_COMPATIBLE_DEBUGGING': '1',\n",
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" 'PYTHON_FROZEN_MODULES': 'on',\n",
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" 'PYDEVD_USE_FRAME_EVAL': 'NO',\n",
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" 'TERM': 'xterm-color',\n",
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" 'CLICOLOR': '1',\n",
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" 'FORCE_COLOR': '1',\n",
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" 'CLICOLOR_FORCE': '1',\n",
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" 'PAGER': 'cat',\n",
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" 'GIT_PAGER': 'cat',\n",
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" 'MPLBACKEND': 'module://matplotlib_inline.backend_inline',\n",
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" 'CUDA_MODULE_LOADING': 'LAZY'})"
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]
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},
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"execution_count": 10,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"import sys\n",
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"import os\n",
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"\n",
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"sys.path.append(\"/home/oleg/develop/cvtt2\")\n",
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"sys.version,os.environ\n",
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"\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "943ac637-42c7-4a69-a6c4-94c382e22653",
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"metadata": {},
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"source": [
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"### Test packages availability"
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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": 11,
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"id": "95d9a2e6-3464-4dbe-9a97-0c2d5eb34193",
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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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"\n",
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"import pandas as pd\n",
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"import numpy as np\n",
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"\n",
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"import matplotlib\n",
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"import plotly\n",
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"\n",
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"import cvttpy.tools.timeutils as tu\n",
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"\n",
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"import autogluon\n",
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"\n"
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]
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},
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{
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"cell_type": "markdown",
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"id": "566016ad-3f13-4a61-b460-39738ae3bf4c",
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"metadata": {},
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"source": [
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"### Jupyter widgets"
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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": 12,
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"id": "eb38de31-fc19-4515-b08d-9cd7607ea958",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"application/vnd.jupyter.widget-view+json": {
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"model_id": "4be0c8cc9c004ef6b32f044018434a85",
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"version_major": 2,
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"version_minor": 0
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},
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"text/plain": [
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"interactive(children=(IntSlider(value=5, description='x', max=1000), Output()), _dom_classes=('widget-interact…"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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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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"Done\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"1718155463838047267"
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]
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},
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"import ipywidgets\n",
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"from ipywidgets import interact, IntSlider\n",
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"import cvttpy.tools.timeutils as tu\n",
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"\n",
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"def f(x):\n",
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" return x\n",
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"\n",
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"interact(f, x=IntSlider(min=0, max=1000, step=1, value=5))\n",
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"print(\"Done\")\n",
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"tu.current_nanoseconds()"
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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": 13,
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"id": "f46e46a7-9b57-44aa-9bc9-dcbcf643bc88",
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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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"jupyter_client==8.6.2\n",
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"jupyter_core==5.7.2\n",
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"jupyterlab_widgets==3.0.11\n"
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]
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}
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],
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"source": [
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"!pip freeze | grep jupyter"
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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": "Python 3 (ipykernel)",
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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": "3.10.12"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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