|
23 | 23 | "import os\n", |
24 | 24 | "import wandb\n", |
25 | 25 | "import torch\n", |
26 | | - "from torch.utils.tensorboard import SummaryWriter\n", |
| 26 | + "#from torch.utils.tensorboard import SummaryWriter\n", |
27 | 27 | "\n", |
28 | 28 | "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")" |
29 | 29 | ] |
|
34 | 34 | "metadata": {}, |
35 | 35 | "outputs": [], |
36 | 36 | "source": [ |
37 | | - "#| export\n", |
38 | | - "class TBLogger:\n", |
39 | | - " def __init__(self, args, exp_label):\n", |
40 | | - " self.output_name = exp_label + '_' + str(args.seed) + '_' + datetime.datetime.now().strftime('_%d:%m_%H:%M:%S') + '_' + hex(random.Random().randint(0,1e6)).replace(\"0x\",\"\")\n", |
41 | | - " try:\n", |
42 | | - " log_dir = args.results_log_dir\n", |
43 | | - " except AttributeError:\n", |
44 | | - " log_dir = args['results_log_dir']\n", |
45 | | - "\n", |
46 | | - " if log_dir is None:\n", |
47 | | - " dir_path = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), os.pardir))\n", |
48 | | - " dir_path = os.path.join(dir_path, 'logs')\n", |
49 | | - " else:\n", |
50 | | - " dir_path = log_dir\n", |
51 | | - "\n", |
52 | | - " if not os.path.exists(dir_path):\n", |
53 | | - " try:\n", |
54 | | - " os.mkdir(dir_path)\n", |
55 | | - " except FileExistsError: # This can still happen in the intervening time\n", |
56 | | - " pass\n", |
57 | | - " except:\n", |
58 | | - " dir_path_head, dir_path_tail = os.path.split(dir_path)\n", |
59 | | - " if len(dir_path_tail) == 0:\n", |
60 | | - " dir_path_head, dir_path_tail = os.path.split(dir_path_head)\n", |
61 | | - " os.mkdir(dir_path_head)\n", |
62 | | - " os.mkdir(dir_path)\n", |
63 | | - "\n", |
64 | | - " try:\n", |
65 | | - " self.full_output_folder = os.path.join(os.path.join(dir_path, 'logs_{}'.format(args.env_name)),\n", |
66 | | - " self.output_name)\n", |
67 | | - " except:\n", |
68 | | - " self.full_output_folder = os.path.join(os.path.join(dir_path, 'logs_{}'.format(args[\"env_name\"])),\n", |
69 | | - " self.output_name)\n", |
70 | | - "\n", |
71 | | - " self.writer = SummaryWriter(log_dir=self.full_output_folder)\n", |
72 | 37 | "\n", |
73 | | - " print('logging under', self.full_output_folder)\n", |
74 | | - "\n", |
75 | | - " if not os.path.exists(self.full_output_folder):\n", |
76 | | - " os.makedirs(self.full_output_folder)\n", |
77 | | - " with open(os.path.join(self.full_output_folder, 'config.json'), 'w') as f:\n", |
78 | | - " try:\n", |
79 | | - " config = {k: v for (k, v) in vars(args).items() if k != 'device'}\n", |
80 | | - " except:\n", |
81 | | - " config = args\n", |
82 | | - " config.update(device=device.type)\n", |
83 | | - " json.dump(config, f, indent=2)\n", |
84 | | - "\n", |
85 | | - " def add(self, name, value, x_pos):\n", |
86 | | - " self.writer.add_scalar(name, value, x_pos)" |
| 38 | + "# class TBLogger:\n", |
| 39 | + "# def __init__(self, args, exp_label):\n", |
| 40 | + "# self.output_name = exp_label + '_' + str(args.seed) + '_' + datetime.datetime.now().strftime('_%d:%m_%H:%M:%S') + '_' + hex(random.Random().randint(0,1e6)).replace(\"0x\",\"\")\n", |
| 41 | + "# try:\n", |
| 42 | + "# log_dir = args.results_log_dir\n", |
| 43 | + "# except AttributeError:\n", |
| 44 | + "# log_dir = args['results_log_dir']\n", |
| 45 | + "\n", |
| 46 | + "# if log_dir is None:\n", |
| 47 | + "# dir_path = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), os.pardir))\n", |
| 48 | + "# dir_path = os.path.join(dir_path, 'logs')\n", |
| 49 | + "# else:\n", |
| 50 | + "# dir_path = log_dir\n", |
| 51 | + "\n", |
| 52 | + "# if not os.path.exists(dir_path):\n", |
| 53 | + "# try:\n", |
| 54 | + "# os.mkdir(dir_path)\n", |
| 55 | + "# except FileExistsError: # This can still happen in the intervening time\n", |
| 56 | + "# pass\n", |
| 57 | + "# except:\n", |
| 58 | + "# dir_path_head, dir_path_tail = os.path.split(dir_path)\n", |
| 59 | + "# if len(dir_path_tail) == 0:\n", |
| 60 | + "# dir_path_head, dir_path_tail = os.path.split(dir_path_head)\n", |
| 61 | + "# os.mkdir(dir_path_head)\n", |
| 62 | + "# os.mkdir(dir_path)\n", |
| 63 | + "\n", |
| 64 | + "# try:\n", |
| 65 | + "# self.full_output_folder = os.path.join(os.path.join(dir_path, 'logs_{}'.format(args.env_name)),\n", |
| 66 | + "# self.output_name)\n", |
| 67 | + "# except:\n", |
| 68 | + "# self.full_output_folder = os.path.join(os.path.join(dir_path, 'logs_{}'.format(args[\"env_name\"])),\n", |
| 69 | + "# self.output_name)\n", |
| 70 | + "\n", |
| 71 | + "# self.writer = SummaryWriter(log_dir=self.full_output_folder)\n", |
| 72 | + "\n", |
| 73 | + "# print('logging under', self.full_output_folder)\n", |
| 74 | + "\n", |
| 75 | + "# if not os.path.exists(self.full_output_folder):\n", |
| 76 | + "# os.makedirs(self.full_output_folder)\n", |
| 77 | + "# with open(os.path.join(self.full_output_folder, 'config.json'), 'w') as f:\n", |
| 78 | + "# try:\n", |
| 79 | + "# config = {k: v for (k, v) in vars(args).items() if k != 'device'}\n", |
| 80 | + "# except:\n", |
| 81 | + "# config = args\n", |
| 82 | + "# config.update(device=device.type)\n", |
| 83 | + "# json.dump(config, f, indent=2)\n", |
| 84 | + "\n", |
| 85 | + "# def add(self, name, value, x_pos):\n", |
| 86 | + "# self.writer.add_scalar(name, value, x_pos)" |
87 | 87 | ] |
88 | 88 | }, |
89 | 89 | { |
|
0 commit comments