Update Loggers (#9760)
* Update * Update tutorial.ipynb Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Update tutorial.ipynb Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Update tutorial.ipynb Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Update requirements.txt Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Update * Update README.md Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> * Update Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
This commit is contained in:
1 parent
2f1eb21ad6
commit
7a69035eb8
6 files changed
+19
-42
No files matched your search
Vendored
+3
-22
@@ -655,7 +655,7 @@
|
||||
"cell_type": "code",
|
||||
"source": [
|
||||
"#@title Select YOLOv5 🚀 logger {run: 'auto'}\n",
|
||||
"logger = 'TensorBoard' #@param ['TensorBoard', 'Comet', 'ClearML', 'W&B']\n",
|
||||
"logger = 'TensorBoard' #@param ['TensorBoard', 'Comet', 'ClearML']\n",
|
||||
"\n",
|
||||
"if logger == 'TensorBoard':\n",
|
||||
" %load_ext tensorboard\n",
|
||||
@@ -664,10 +664,7 @@
|
||||
" %pip install -q comet_ml\n",
|
||||
" import comet_ml; comet_ml.init()\n",
|
||||
"elif logger == 'ClearML':\n",
|
||||
" %pip install -q clearml && clearml-init\n",
|
||||
"elif logger == 'W&B':\n",
|
||||
" %pip install -q wandb\n",
|
||||
" import wandb; wandb.login()"
|
||||
" %pip install -q clearml && clearml-init"
|
||||
],
|
||||
"metadata": {
|
||||
"id": "i3oKtE4g-aNn"
|
||||
@@ -699,7 +696,7 @@
|
||||
"YOLOv5 🚀 v6.2-56-g30e674b Python-3.7.13 torch-1.12.1+cu113 CUDA:0 (Tesla V100-SXM2-16GB, 16160MiB)\n",
|
||||
"\n",
|
||||
"\u001b[34m\u001b[1mhyperparameters: \u001b[0mlr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0\n",
|
||||
"\u001b[34m\u001b[1mWeights & Biases: \u001b[0mrun 'pip install wandb' to automatically track and visualize YOLOv5 🚀 runs in Weights & Biases\n",
|
||||
"\u001b[34m\u001b[1mComet: \u001b[0mrun 'pip install comet' to automatically track and visualize YOLOv5 🚀 runs with Comet\n",
|
||||
"\u001b[34m\u001b[1mClearML: \u001b[0mrun 'pip install clearml' to automatically track, visualize and remotely train YOLOv5 🚀 in ClearML\n",
|
||||
"\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir runs/train', view at http://localhost:6006/\n",
|
||||
"\n",
|
||||
@@ -905,22 +902,6 @@
|
||||
"id": "Lay2WsTjNJzP"
|
||||
}
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {
|
||||
"id": "DLI1JmHU7B0l"
|
||||
},
|
||||
"source": [
|
||||
"## Weights & Biases Logging\n",
|
||||
"\n",
|
||||
"[Weights & Biases](https://wandb.ai/site?utm_campaign=repo_yolo_notebook) (W&B) is integrated with YOLOv5 for real-time visualization and cloud logging of training runs. This allows for better run comparison and introspection, as well improved visibility and collaboration for teams. To enable W&B `pip install wandb`, and then train normally (you will be guided through setup on first use). \n",
|
||||
"\n",
|
||||
"During training you will see live updates at [https://wandb.ai/home](https://wandb.ai/home?utm_campaign=repo_yolo_notebook), and you can create and share detailed [Reports](https://wandb.ai/glenn-jocher/yolov5_tutorial/reports/YOLOv5-COCO128-Tutorial-Results--VmlldzozMDI5OTY) of your results. For more information see the [YOLOv5 Weights & Biases Tutorial](https://github.com/ultralytics/yolov5/issues/1289). \n",
|
||||
"\n",
|
||||
"<a href=\"https://wandb.ai/glenn-jocher/yolov5_tutorial\">\n",
|
||||
"<img alt=\"Weights & Biases dashboard\" src=\"https://user-images.githubusercontent.com/26833433/182482859-288a9622-4661-48db-99de-650d1dead5c6.jpg\" width=\"1280\"/></a>"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"metadata": {
|
||||
|
||||
Reference in new issue
Block a user