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从 YOLO11 模型格式导出到TF.js 模型格式 ,环境爬坑,依赖关系已经贴出来了

提示:环境搭建

文章目录

  • 前言
  • 一、 转换
  • 二、问题
    • 2.0 calibration_image_sample_data_20x128x128x3_float32.npy.zip 下载不到,已上传资源
    • 2.1 torch 依赖关系
    • 2.2 ultralytics (yolo) 依赖关系
    • 2.3 tensorflow 依赖关系
    • 2.4 tensorflowjs 依赖关系


前言

提示:版本
之前文章
conda+jupyter 环境搭建
PyTorch 2.6 cpu 环境搭建

系统 :ubuntu 22.0
python :3.10
torch:2.6.0+cpu
ultralytics(yolo) :8.3.97
tensorflow:2.19.0
tensorflowjs:4.22.0

从 YOLO11 模型格式导出到TF.js 模型格式

流程如下

PyTorch Model\nyolo11n.pt
TensorFlow SavedModel\n26.5 MB
ONNX Model\n10.2 MB
TensorFlow GraphDef\n10.3 MB
TensorFlow.js Model\n10.5 MB
Web Model Output\nyolo11n_web_model

提示:以下是本篇文章正文内容,下面案例可供参考

一、 转换

基本都是看官方内容,戳我

 from ultralytics import YOLO

# Load the YOLO11 model
model = YOLO("yolo11n.pt")

# Export the model to TF.js format
model.export(format="tfjs")  # creates '/yolo11n_web_model'

简略输出

PyTorch: starting from 'yolo11n.pt' with input shape (1, 3, 640, 640) BCHW and output shape(s) (1, 84, 8400) (5.4 MB)

TensorFlow SavedModel: starting export with tensorflow 2.19.0...

ONNX: starting export with onnx 1.16.1 opset 19...
ONNX: slimming with onnxslim 0.1.49...
ONNX: export success ✅ 3.3s, saved as 'yolo11n.onnx' (10.2 MB)
TensorFlow SavedModel: starting TFLite export with onnx2tf 1.27.1...
TensorFlow SavedModel: export success ✅ 77.0s, saved as 'yolo11n_saved_model' (26.5 MB)

TensorFlow GraphDef: starting export with tensorflow 2.19.0...

TensorFlow GraphDef: export success ✅ 2.9s, saved as 'yolo11n.pb' (10.3 MB)

TensorFlow.js: starting export with tensorflowjs 4.22.0...

TensorFlow.js: output node names: Identity:0
TensorFlow.js: running 'tensorflowjs_converter --input_format=tf_frozen_model  --output_node_names=Identity:0 "yolo11n.pb" "yolo11n_web_model"'

输出物
在这里插入图片描述

在这里插入图片描述

二、问题

2.0 calibration_image_sample_data_20x128x128x3_float32.npy.zip 下载不到,已上传资源

网络问题下载下载失败,手动下载放到工作目录即可

TensorFlow SavedModel: starting export with tensorflow 2.19.0...
Downloading https://github.com/ultralytics/assets/releases/download/v8.3.0/calibration_image_sample_data_20x128x128x3_float32.npy.zip to 'calibration_image_sample_data_20x128x128x3_float32.npy.zip'...
⚠️ Download failure, retrying 1/3 https://github.com/ultralytics/assets/releases/download/v8.3.0/calibration_image_sample_data_20x128x128x3_float32.npy.zip...

2.1 torch 依赖关系

pipdeptree -p torch
------------------------------------------------------------------------
torch==2.6.0+cpu
├── filelock [required: Any, installed: 3.13.1]
├── typing_extensions [required: >=4.10.0, installed: 4.13.0]
├── networkx [required: Any, installed: 3.3]
├── Jinja2 [required: Any, installed: 3.1.4]
│   └── MarkupSafe [required: >=2.0, installed: 2.1.5]
├── fsspec [required: Any, installed: 2024.6.1]
└── sympy [required: ==1.13.1, installed: 1.13.1]
    └── mpmath [required: >=1.1.0,<1.4, installed: 1.3.0]

2.2 ultralytics (yolo) 依赖关系

ultralytics==8.3.97
├── numpy [required: >=1.23.0,<=2.1.1, installed: 2.1.1]
├── matplotlib [required: >=3.3.0, installed: 3.10.1]
│   ├── contourpy [required: >=1.0.1, installed: 1.3.1]
│   │   └── numpy [required: >=1.23, installed: 2.1.1]
│   ├── cycler [required: >=0.10, installed: 0.12.1]
│   ├── fonttools [required: >=4.22.0, installed: 4.56.0]
│   ├── kiwisolver [required: >=1.3.1, installed: 1.4.8]
│   ├── numpy [required: >=1.23, installed: 2.1.1]
│   ├── packaging [required: >=20.0, installed: 24.2]
│   ├── pillow [required: >=8, installed: 11.0.0]
│   ├── pyparsing [required: >=2.3.1, installed: 3.2.3]
│   └── python-dateutil [required: >=2.7, installed: 2.9.0.post0]
│       └── six [required: >=1.5, installed: 1.17.0]
├── opencv-python [required: >=4.6.0, installed: 4.11.0.86]
│   ├── numpy [required: >=1.21.2, installed: 2.1.1]
│   ├── numpy [required: >=1.17.0, installed: 2.1.1]
│   ├── numpy [required: >=1.17.3, installed: 2.1.1]
│   └── numpy [required: >=1.19.3, installed: 2.1.1]
├── pillow [required: >=7.1.2, installed: 11.0.0]
├── PyYAML [required: >=5.3.1, installed: 6.0.2]
├── requests [required: >=2.23.0, installed: 2.32.3]
│   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│   ├── idna [required: >=2.5,<4, installed: 3.10]
│   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
├── scipy [required: >=1.4.1, installed: 1.15.2]
│   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
├── torch [required: >=1.8.0, installed: 2.6.0+cpu]
│   ├── filelock [required: Any, installed: 3.13.1]
│   ├── typing_extensions [required: >=4.10.0, installed: 4.13.0]
│   ├── networkx [required: Any, installed: 3.3]
│   ├── Jinja2 [required: Any, installed: 3.1.4]
│   │   └── MarkupSafe [required: >=2.0, installed: 2.1.5]
│   ├── fsspec [required: Any, installed: 2024.6.1]
│   └── sympy [required: ==1.13.1, installed: 1.13.1]
│       └── mpmath [required: >=1.1.0,<1.4, installed: 1.3.0]
├── torchvision [required: >=0.9.0, installed: 0.21.0+cpu]
│   ├── numpy [required: Any, installed: 2.1.1]
│   ├── torch [required: ==2.6.0, installed: 2.6.0+cpu]
│   │   ├── filelock [required: Any, installed: 3.13.1]
│   │   ├── typing_extensions [required: >=4.10.0, installed: 4.13.0]
│   │   ├── networkx [required: Any, installed: 3.3]
│   │   ├── Jinja2 [required: Any, installed: 3.1.4]
│   │   │   └── MarkupSafe [required: >=2.0, installed: 2.1.5]
│   │   ├── fsspec [required: Any, installed: 2024.6.1]
│   │   └── sympy [required: ==1.13.1, installed: 1.13.1]
│   │       └── mpmath [required: >=1.1.0,<1.4, installed: 1.3.0]
│   └── pillow [required: >=5.3.0,!=8.3.*, installed: 11.0.0]
├── tqdm [required: >=4.64.0, installed: 4.67.1]
├── psutil [required: Any, installed: 7.0.0]
├── py-cpuinfo [required: Any, installed: 9.0.0]
├── pandas [required: >=1.1.4, installed: 2.2.3]
│   ├── numpy [required: >=1.22.4, installed: 2.1.1]
│   ├── python-dateutil [required: >=2.8.2, installed: 2.9.0.post0]
│   │   └── six [required: >=1.5, installed: 1.17.0]
│   ├── pytz [required: >=2020.1, installed: 2025.2]
│   └── tzdata [required: >=2022.7, installed: 2025.2]
├── seaborn [required: >=0.11.0, installed: 0.13.2]
│   ├── numpy [required: >=1.20,!=1.24.0, installed: 2.1.1]
│   ├── pandas [required: >=1.2, installed: 2.2.3]
│   │   ├── numpy [required: >=1.22.4, installed: 2.1.1]
│   │   ├── python-dateutil [required: >=2.8.2, installed: 2.9.0.post0]
│   │   │   └── six [required: >=1.5, installed: 1.17.0]
│   │   ├── pytz [required: >=2020.1, installed: 2025.2]
│   │   └── tzdata [required: >=2022.7, installed: 2025.2]
│   └── matplotlib [required: >=3.4,!=3.6.1, installed: 3.10.1]
│       ├── contourpy [required: >=1.0.1, installed: 1.3.1]
│       │   └── numpy [required: >=1.23, installed: 2.1.1]
│       ├── cycler [required: >=0.10, installed: 0.12.1]
│       ├── fonttools [required: >=4.22.0, installed: 4.56.0]
│       ├── kiwisolver [required: >=1.3.1, installed: 1.4.8]
│       ├── numpy [required: >=1.23, installed: 2.1.1]
│       ├── packaging [required: >=20.0, installed: 24.2]
│       ├── pillow [required: >=8, installed: 11.0.0]
│       ├── pyparsing [required: >=2.3.1, installed: 3.2.3]
│       └── python-dateutil [required: >=2.7, installed: 2.9.0.post0]
│           └── six [required: >=1.5, installed: 1.17.0]
└── ultralytics-thop [required: >=2.0.0, installed: 2.0.14]
    ├── numpy [required: Any, installed: 2.1.1]
    └── torch [required: Any, installed: 2.6.0+cpu]
        ├── filelock [required: Any, installed: 3.13.1]
        ├── typing_extensions [required: >=4.10.0, installed: 4.13.0]
        ├── networkx [required: Any, installed: 3.3]
        ├── Jinja2 [required: Any, installed: 3.1.4]
        │   └── MarkupSafe [required: >=2.0, installed: 2.1.5]
        ├── fsspec [required: Any, installed: 2024.6.1]
        └── sympy [required: ==1.13.1, installed: 1.13.1]
            └── mpmath [required: >=1.1.0,<1.4, installed: 1.3.0]

2.3 tensorflow 依赖关系

# pipdeptree -p tensorflow  

------------------------------------------------------------------------
tensorflow==2.19.0
├── absl-py [required: >=1.0.0, installed: 2.2.1]
├── astunparse [required: >=1.6.0, installed: 1.6.3]
│   ├── wheel [required: >=0.23.0,<1.0, installed: 0.45.1]
│   └── six [required: >=1.6.1,<2.0, installed: 1.17.0]
├── flatbuffers [required: >=24.3.25, installed: 25.2.10]
├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.6.0]
├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│   └── six [required: Any, installed: 1.17.0]
├── libclang [required: >=13.0.0, installed: 18.1.1]
├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
├── packaging [required: Any, installed: 24.2]
├── protobuf [required: >=3.20.3,<6.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 5.29.4]
├── requests [required: >=2.21.0,<3, installed: 2.32.3]
│   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│   ├── idna [required: >=2.5,<4, installed: 3.10]
│   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
├── setuptools [required: Any, installed: 75.8.0]
├── six [required: >=1.12.0, installed: 1.17.0]
├── termcolor [required: >=1.1.0, installed: 2.5.0]
├── typing_extensions [required: >=3.6.6, installed: 4.13.0]
├── wrapt [required: >=1.11.0, installed: 1.17.2]
├── grpcio [required: >=1.24.3,<2.0, installed: 1.71.0]
├── tensorboard [required: ~=2.19.0, installed: 2.19.0]
│   ├── absl-py [required: >=0.4, installed: 2.2.1]
│   ├── grpcio [required: >=1.48.2, installed: 1.71.0]
│   ├── Markdown [required: >=2.6.8, installed: 3.7]
│   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│   ├── packaging [required: Any, installed: 24.2]
│   ├── protobuf [required: >=3.19.6,!=4.24.0, installed: 5.29.4]
│   ├── setuptools [required: >=41.0.0, installed: 75.8.0]
│   ├── six [required: >1.9, installed: 1.17.0]
│   ├── tensorboard-data-server [required: >=0.7.0,<0.8.0, installed: 0.7.2]
│   └── Werkzeug [required: >=1.0.1, installed: 3.1.3]
│       └── MarkupSafe [required: >=2.1.1, installed: 2.1.5]
├── keras [required: >=3.5.0, installed: 3.9.1]
│   ├── absl-py [required: Any, installed: 2.2.1]
│   ├── numpy [required: Any, installed: 2.1.1]
│   ├── rich [required: Any, installed: 13.9.4]
│   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│   ├── namex [required: Any, installed: 0.0.8]
│   ├── h5py [required: Any, installed: 3.13.0]
│   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   ├── optree [required: Any, installed: 0.14.1]
│   │   └── typing_extensions [required: >=4.5.0, installed: 4.13.0]
│   ├── ml_dtypes [required: Any, installed: 0.5.1]
│   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   └── packaging [required: Any, installed: 24.2]
├── numpy [required: >=1.26.0,<2.2.0, installed: 2.1.1]
├── h5py [required: >=3.11.0, installed: 3.13.0]
│   └── numpy [required: >=1.19.3, installed: 2.1.1]
├── ml_dtypes [required: >=0.5.1,<1.0.0, installed: 0.5.1]
│   ├── numpy [required: >=1.21, installed: 2.1.1]
│   └── numpy [required: >=1.21.2, installed: 2.1.1]
└── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]

2.4 tensorflowjs 依赖关系

pipdeptree -p tensorflowjs

------------------------------------------------------------------------
tensorflowjs==4.22.0
├── flax [required: >=0.7.2, installed: 0.10.4]
│   ├── jax [required: >=0.4.27, installed: 0.5.3]
│   │   ├── jaxlib [required: >=0.5.3,<=0.5.3, installed: 0.5.3]
│   │   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   ├── ml_dtypes [required: >=0.4.0, installed: 0.5.1]
│   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   ├── opt_einsum [required: Any, installed: 3.4.0]
│   │   └── scipy [required: >=1.11.1, installed: 1.15.2]
│   │       └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   ├── msgpack [required: Any, installed: 1.1.0]
│   ├── optax [required: Any, installed: 0.2.4]
│   │   ├── absl-py [required: >=0.7.1, installed: 2.2.1]
│   │   ├── chex [required: >=0.1.87, installed: 0.1.89]
│   │   │   ├── absl-py [required: >=0.9.0, installed: 2.2.1]
│   │   │   ├── typing_extensions [required: >=4.2.0, installed: 4.13.0]
│   │   │   ├── jax [required: >=0.4.27, installed: 0.5.3]
│   │   │   │   ├── jaxlib [required: >=0.5.3,<=0.5.3, installed: 0.5.3]
│   │   │   │   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   │   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │   │   │   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   │   ├── ml_dtypes [required: >=0.4.0, installed: 0.5.1]
│   │   │   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   │   ├── opt_einsum [required: Any, installed: 3.4.0]
│   │   │   │   └── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │       └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   ├── jaxlib [required: >=0.4.27, installed: 0.5.3]
│   │   │   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │   │   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   ├── numpy [required: >=1.24.1, installed: 2.1.1]
│   │   │   └── toolz [required: >=0.9.0, installed: 1.0.0]
│   │   ├── jax [required: >=0.4.27, installed: 0.5.3]
│   │   │   ├── jaxlib [required: >=0.5.3,<=0.5.3, installed: 0.5.3]
│   │   │   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │   │   │       ���── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   ├── ml_dtypes [required: >=0.4.0, installed: 0.5.1]
│   │   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   ├── opt_einsum [required: Any, installed: 3.4.0]
│   │   │   └── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │       └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   ├── jaxlib [required: >=0.4.27, installed: 0.5.3]
│   │   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   ├── numpy [required: >=1.18.0, installed: 2.1.1]
│   │   └── etils [required: Any, installed: 1.12.2]
│   ├── orbax-checkpoint [required: Any, installed: 0.11.10]
│   │   ├── absl-py [required: Any, installed: 2.2.1]
│   │   ├── etils [required: Any, installed: 1.12.2]
│   │   ├── typing_extensions [required: Any, installed: 4.13.0]
│   │   ├── msgpack [required: Any, installed: 1.1.0]
│   │   ├── jax [required: >=0.5.0, installed: 0.5.3]
│   │   │   ├── jaxlib [required: >=0.5.3,<=0.5.3, installed: 0.5.3]
│   │   │   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │   │   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   ├── ml_dtypes [required: >=0.4.0, installed: 0.5.1]
│   │   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   │   ├── opt_einsum [required: Any, installed: 3.4.0]
│   │   │   └── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │       └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   ├── numpy [required: Any, installed: 2.1.1]
│   │   ├── PyYAML [required: Any, installed: 6.0.2]
│   │   ├── tensorstore [required: >=0.1.71, installed: 0.1.72]
│   │   │   ├── numpy [required: >=1.22.0, installed: 2.1.1]
│   │   │   └── ml_dtypes [required: >=0.3.1, installed: 0.5.1]
│   │   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   ├── nest-asyncio [required: Any, installed: 1.6.0]
│   │   ├── protobuf [required: Any, installed: 5.29.4]
│   │   ├── humanize [required: Any, installed: 4.12.2]
│   │   └── simplejson [required: >=3.16.0, installed: 3.20.1]
│   ├── tensorstore [required: Any, installed: 0.1.72]
│   │   ├── numpy [required: >=1.22.0, installed: 2.1.1]
│   │   └── ml_dtypes [required: >=0.3.1, installed: 0.5.1]
│   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   ├── rich [required: >=11.1, installed: 13.9.4]
│   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│   ├── typing_extensions [required: >=4.2, installed: 4.13.0]
│   ├── PyYAML [required: >=5.4.1, installed: 6.0.2]
│   └── treescope [required: >=0.1.7, installed: 0.1.9]
│       └── numpy [required: >=1.25.2, installed: 2.1.1]
├── importlib_resources [required: >=5.9.0, installed: 6.5.2]
├── jax [required: >=0.4.13, installed: 0.5.3]
│   ├── jaxlib [required: >=0.5.3,<=0.5.3, installed: 0.5.3]
│   │   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   │   ├── numpy [required: >=1.25, installed: 2.1.1]
│   │   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│   │       ├── numpy [required: >=1.21, installed: 2.1.1]
│   │       └── numpy [required: >=1.21.2, installed: 2.1.1]
│   ├── ml_dtypes [required: >=0.4.0, installed: 0.5.1]
│   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   ├── numpy [required: >=1.25, installed: 2.1.1]
│   ├── opt_einsum [required: Any, installed: 3.4.0]
│   └── scipy [required: >=1.11.1, installed: 1.15.2]
│       └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
├── jaxlib [required: >=0.4.13, installed: 0.5.3]
│   ├── scipy [required: >=1.11.1, installed: 1.15.2]
│   │   └── numpy [required: >=1.23.5,<2.5, installed: 2.1.1]
│   ├── numpy [required: >=1.25, installed: 2.1.1]
│   └── ml_dtypes [required: >=0.2.0, installed: 0.5.1]
│       ├── numpy [required: >=1.21, installed: 2.1.1]
│       └── numpy [required: >=1.21.2, installed: 2.1.1]
├── tensorflow [required: >=2.13.0,<3, installed: 2.19.0]
│   ├── absl-py [required: >=1.0.0, installed: 2.2.1]
│   ├── astunparse [required: >=1.6.0, installed: 1.6.3]
│   │   ├── wheel [required: >=0.23.0,<1.0, installed: 0.45.1]
│   │   └── six [required: >=1.6.1,<2.0, installed: 1.17.0]
│   ├── flatbuffers [required: >=24.3.25, installed: 25.2.10]
│   ├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.6.0]
│   ├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│   │   └── six [required: Any, installed: 1.17.0]
│   ├── libclang [required: >=13.0.0, installed: 18.1.1]
│   ├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
│   ├── packaging [required: Any, installed: 24.2]
│   ├── protobuf [required: >=3.20.3,<6.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 5.29.4]
│   ├── requests [required: >=2.21.0,<3, installed: 2.32.3]
│   │   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│   │   ├── idna [required: >=2.5,<4, installed: 3.10]
│   │   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│   │   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
│   ├── setuptools [required: Any, installed: 75.8.0]
│   ├── six [required: >=1.12.0, installed: 1.17.0]
│   ├── termcolor [required: >=1.1.0, installed: 2.5.0]
│   ├── typing_extensions [required: >=3.6.6, installed: 4.13.0]
│   ├── wrapt [required: >=1.11.0, installed: 1.17.2]
│   ├── grpcio [required: >=1.24.3,<2.0, installed: 1.71.0]
│   ├── tensorboard [required: ~=2.19.0, installed: 2.19.0]
│   │   ├── absl-py [required: >=0.4, installed: 2.2.1]
│   │   ├── grpcio [required: >=1.48.2, installed: 1.71.0]
│   │   ├── Markdown [required: >=2.6.8, installed: 3.7]
│   │   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│   │   ├── packaging [required: Any, installed: 24.2]
│   │   ├── protobuf [required: >=3.19.6,!=4.24.0, installed: 5.29.4]
│   │   ├── setuptools [required: >=41.0.0, installed: 75.8.0]
│   │   ├── six [required: >1.9, installed: 1.17.0]
│   │   ├── tensorboard-data-server [required: >=0.7.0,<0.8.0, installed: 0.7.2]
│   │   └── Werkzeug [required: >=1.0.1, installed: 3.1.3]
│   │       └── MarkupSafe [required: >=2.1.1, installed: 2.1.5]
│   ├── keras [required: >=3.5.0, installed: 3.9.1]
│   │   ├── absl-py [required: Any, installed: 2.2.1]
│   │   ├── numpy [required: Any, installed: 2.1.1]
│   │   ├── rich [required: Any, installed: 13.9.4]
│   │   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│   │   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│   │   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│   │   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│   │   ├── namex [required: Any, installed: 0.0.8]
│   │   ├── h5py [required: Any, installed: 3.13.0]
│   │   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   │   ├── optree [required: Any, installed: 0.14.1]
│   │   │   └── typing_extensions [required: >=4.5.0, installed: 4.13.0]
│   │   ├── ml_dtypes [required: Any, installed: 0.5.1]
│   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   └── packaging [required: Any, installed: 24.2]
│   ├── numpy [required: >=1.26.0,<2.2.0, installed: 2.1.1]
│   ├── h5py [required: >=3.11.0, installed: 3.13.0]
│   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   ├── ml_dtypes [required: >=0.5.1,<1.0.0, installed: 0.5.1]
│   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   └── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]
├── tf_keras [required: >=2.13.0, installed: 2.19.0]
│   └── tensorflow [required: >=2.19,<2.20, installed: 2.19.0]
│       ├── absl-py [required: >=1.0.0, installed: 2.2.1]
│       ├── astunparse [required: >=1.6.0, installed: 1.6.3]
│       │   ├── wheel [required: >=0.23.0,<1.0, installed: 0.45.1]
│       │   └── six [required: >=1.6.1,<2.0, installed: 1.17.0]
│       ├── flatbuffers [required: >=24.3.25, installed: 25.2.10]
│       ├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.6.0]
│       ├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│       │   └── six [required: Any, installed: 1.17.0]
│       ├── libclang [required: >=13.0.0, installed: 18.1.1]
│       ├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
│       ├── packaging [required: Any, installed: 24.2]
│       ├── protobuf [required: >=3.20.3,<6.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 5.29.4]
│       ├── requests [required: >=2.21.0,<3, installed: 2.32.3]
│       │   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│       │   ├── idna [required: >=2.5,<4, installed: 3.10]
│       │   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│       │   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
│       ├── setuptools [required: Any, installed: 75.8.0]
│       ├── six [required: >=1.12.0, installed: 1.17.0]
│       ├── termcolor [required: >=1.1.0, installed: 2.5.0]
│       ├── typing_extensions [required: >=3.6.6, installed: 4.13.0]
│       ├── wrapt [required: >=1.11.0, installed: 1.17.2]
│       ├── grpcio [required: >=1.24.3,<2.0, installed: 1.71.0]
│       ├── tensorboard [required: ~=2.19.0, installed: 2.19.0]
│       │   ├── absl-py [required: >=0.4, installed: 2.2.1]
│       │   ├── grpcio [required: >=1.48.2, installed: 1.71.0]
│       │   ├── Markdown [required: >=2.6.8, installed: 3.7]
│       │   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│       │   ├── packaging [required: Any, installed: 24.2]
│       │   ├── protobuf [required: >=3.19.6,!=4.24.0, installed: 5.29.4]
│       │   ├── setuptools [required: >=41.0.0, installed: 75.8.0]
│       │   ├── six [required: >1.9, installed: 1.17.0]
│       │   ├── tensorboard-data-server [required: >=0.7.0,<0.8.0, installed: 0.7.2]
│       │   └── Werkzeug [required: >=1.0.1, installed: 3.1.3]
│       │       └── MarkupSafe [required: >=2.1.1, installed: 2.1.5]
│       ├── keras [required: >=3.5.0, installed: 3.9.1]
│       │   ├── absl-py [required: Any, installed: 2.2.1]
│       │   ├── numpy [required: Any, installed: 2.1.1]
│       │   ├── rich [required: Any, installed: 13.9.4]
│       │   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│       │   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│       │   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│       │   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│       │   ├── namex [required: Any, installed: 0.0.8]
│       │   ├── h5py [required: Any, installed: 3.13.0]
│       │   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│       │   ├── optree [required: Any, installed: 0.14.1]
│       │   │   └── typing_extensions [required: >=4.5.0, installed: 4.13.0]
│       │   ├── ml_dtypes [required: Any, installed: 0.5.1]
│       │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│       │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│       │   └── packaging [required: Any, installed: 24.2]
│       ├── numpy [required: >=1.26.0,<2.2.0, installed: 2.1.1]
│       ├── h5py [required: >=3.11.0, installed: 3.13.0]
│       │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│       ├── ml_dtypes [required: >=0.5.1,<1.0.0, installed: 0.5.1]
│       │   ├── numpy [required: >=1.21, installed: 2.1.1]
│       │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│       └── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]
├── tensorflow_decision_forests [required: >=1.5.0, installed: 1.12.0]
│   ├── numpy [required: Any, installed: 2.1.1]
│   ├── pandas [required: Any, installed: 2.2.3]
│   │   ├── numpy [required: >=1.22.4, installed: 2.1.1]
│   │   ├── python-dateutil [required: >=2.8.2, installed: 2.9.0.post0]
│   │   │   └── six [required: >=1.5, installed: 1.17.0]
│   │   ├── pytz [required: >=2020.1, installed: 2025.2]
│   │   └── tzdata [required: >=2022.7, installed: 2025.2]
│   ├── tensorflow [required: ==2.19.0, installed: 2.19.0]
│   │   ├── absl-py [required: >=1.0.0, installed: 2.2.1]
│   │   ├── astunparse [required: >=1.6.0, installed: 1.6.3]
│   │   │   ├── wheel [required: >=0.23.0,<1.0, installed: 0.45.1]
│   │   │   └── six [required: >=1.6.1,<2.0, installed: 1.17.0]
│   │   ├── flatbuffers [required: >=24.3.25, installed: 25.2.10]
│   │   ├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.6.0]
│   │   ├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│   │   │   └── six [required: Any, installed: 1.17.0]
│   │   ├── libclang [required: >=13.0.0, installed: 18.1.1]
│   │   ├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
│   │   ├── packaging [required: Any, installed: 24.2]
│   │   ├── protobuf [required: >=3.20.3,<6.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 5.29.4]
│   │   ├── requests [required: >=2.21.0,<3, installed: 2.32.3]
│   │   │   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│   │   │   ├── idna [required: >=2.5,<4, installed: 3.10]
│   │   │   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│   │   │   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
│   │   ├── setuptools [required: Any, installed: 75.8.0]
│   │   ├── six [required: >=1.12.0, installed: 1.17.0]
│   │   ├── termcolor [required: >=1.1.0, installed: 2.5.0]
│   │   ├── typing_extensions [required: >=3.6.6, installed: 4.13.0]
│   │   ├── wrapt [required: >=1.11.0, installed: 1.17.2]
│   │   ├── grpcio [required: >=1.24.3,<2.0, installed: 1.71.0]
│   │   ├── tensorboard [required: ~=2.19.0, installed: 2.19.0]
│   │   │   ├── absl-py [required: >=0.4, installed: 2.2.1]
│   │   │   ├── grpcio [required: >=1.48.2, installed: 1.71.0]
│   │   │   ├── Markdown [required: >=2.6.8, installed: 3.7]
│   │   │   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│   │   │   ├── packaging [required: Any, installed: 24.2]
│   │   │   ├── protobuf [required: >=3.19.6,!=4.24.0, installed: 5.29.4]
│   │   │   ├── setuptools [required: >=41.0.0, installed: 75.8.0]
│   │   │   ├── six [required: >1.9, installed: 1.17.0]
│   │   │   ├── tensorboard-data-server [required: >=0.7.0,<0.8.0, installed: 0.7.2]
│   │   │   └── Werkzeug [required: >=1.0.1, installed: 3.1.3]
│   │   │       └── MarkupSafe [required: >=2.1.1, installed: 2.1.5]
│   │   ├── keras [required: >=3.5.0, installed: 3.9.1]
│   │   │   ├── absl-py [required: Any, installed: 2.2.1]
│   │   │   ├── numpy [required: Any, installed: 2.1.1]
│   │   │   ├── rich [required: Any, installed: 13.9.4]
│   │   │   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│   │   │   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│   │   │   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│   │   │   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│   │   │   ├── namex [required: Any, installed: 0.0.8]
│   │   │   ├── h5py [required: Any, installed: 3.13.0]
│   │   │   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   │   │   ├── optree [required: Any, installed: 0.14.1]
│   │   │   │   └── typing_extensions [required: >=4.5.0, installed: 4.13.0]
│   │   │   ├── ml_dtypes [required: Any, installed: 0.5.1]
│   │   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   │   └── packaging [required: Any, installed: 24.2]
│   │   ├── numpy [required: >=1.26.0,<2.2.0, installed: 2.1.1]
│   │   ├── h5py [required: >=3.11.0, installed: 3.13.0]
│   │   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   │   ├── ml_dtypes [required: >=0.5.1,<1.0.0, installed: 0.5.1]
│   │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │   └── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]
│   ├── six [required: Any, installed: 1.17.0]
│   ├── absl-py [required: Any, installed: 2.2.1]
│   ├── wheel [required: Any, installed: 0.45.1]
│   ├── wurlitzer [required: Any, installed: 3.1.1]
│   ├── tf_keras [required: ~=2.19, installed: 2.19.0]
│   │   └── tensorflow [required: >=2.19,<2.20, installed: 2.19.0]
│   │       ├── absl-py [required: >=1.0.0, installed: 2.2.1]
│   │       ├── astunparse [required: >=1.6.0, installed: 1.6.3]
│   │       │   ├── wheel [required: >=0.23.0,<1.0, installed: 0.45.1]
│   │       │   └── six [required: >=1.6.1,<2.0, installed: 1.17.0]
│   │       ├── flatbuffers [required: >=24.3.25, installed: 25.2.10]
│   │       ├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.6.0]
│   │       ├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│   │       │   └── six [required: Any, installed: 1.17.0]
│   │       ├── libclang [required: >=13.0.0, installed: 18.1.1]
│   │       ├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
│   │       ├── packaging [required: Any, installed: 24.2]
│   │       ├── protobuf [required: >=3.20.3,<6.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 5.29.4]
│   │       ├── requests [required: >=2.21.0,<3, installed: 2.32.3]
│   │       │   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│   │       │   ├── idna [required: >=2.5,<4, installed: 3.10]
│   │       │   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│   │       │   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
│   │       ├── setuptools [required: Any, installed: 75.8.0]
│   │       ├── six [required: >=1.12.0, installed: 1.17.0]
│   │       ├── termcolor [required: >=1.1.0, installed: 2.5.0]
│   │       ├── typing_extensions [required: >=3.6.6, installed: 4.13.0]
│   │       ├── wrapt [required: >=1.11.0, installed: 1.17.2]
│   │       ├── grpcio [required: >=1.24.3,<2.0, installed: 1.71.0]
│   │       ├── tensorboard [required: ~=2.19.0, installed: 2.19.0]
│   │       │   ├── absl-py [required: >=0.4, installed: 2.2.1]
│   │       │   ├── grpcio [required: >=1.48.2, installed: 1.71.0]
│   │       │   ├── Markdown [required: >=2.6.8, installed: 3.7]
│   │       │   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│   │       │   ├── packaging [required: Any, installed: 24.2]
│   │       │   ├── protobuf [required: >=3.19.6,!=4.24.0, installed: 5.29.4]
│   │       │   ├── setuptools [required: >=41.0.0, installed: 75.8.0]
│   │       │   ├── six [required: >1.9, installed: 1.17.0]
│   │       │   ├── tensorboard-data-server [required: >=0.7.0,<0.8.0, installed: 0.7.2]
│   │       │   └── Werkzeug [required: >=1.0.1, installed: 3.1.3]
│   │       │       └── MarkupSafe [required: >=2.1.1, installed: 2.1.5]
│   │       ├── keras [required: >=3.5.0, installed: 3.9.1]
│   │       │   ├── absl-py [required: Any, installed: 2.2.1]
│   │       │   ├── numpy [required: Any, installed: 2.1.1]
│   │       │   ├── rich [required: Any, installed: 13.9.4]
│   │       │   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│   │       │   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│   │       │   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│   │       │   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│   │       │   ├── namex [required: Any, installed: 0.0.8]
│   │       │   ├── h5py [required: Any, installed: 3.13.0]
│   │       │   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   │       │   ├── optree [required: Any, installed: 0.14.1]
│   │       │   │   └── typing_extensions [required: >=4.5.0, installed: 4.13.0]
│   │       │   ├── ml_dtypes [required: Any, installed: 0.5.1]
│   │       │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │       │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │       │   └── packaging [required: Any, installed: 24.2]
│   │       ├── numpy [required: >=1.26.0,<2.2.0, installed: 2.1.1]
│   │       ├── h5py [required: >=3.11.0, installed: 3.13.0]
│   │       │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│   │       ├── ml_dtypes [required: >=0.5.1,<1.0.0, installed: 0.5.1]
│   │       │   ├── numpy [required: >=1.21, installed: 2.1.1]
│   │       │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│   │       └── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]
│   └── ydf [required: >=0.11.0, installed: 0.11.0]
│       ├── numpy [required: Any, installed: 2.1.1]
│       ├── absl-py [required: Any, installed: 2.2.1]
│       └── protobuf [required: >=5.29.1,<6.0.0, installed: 5.29.4]
├── six [required: >=1.16.0,<2, installed: 1.17.0]
├── tensorflow-hub [required: >=0.16.1, installed: 0.16.1]
│   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│   ├── protobuf [required: >=3.19.6, installed: 5.29.4]
│   └── tf_keras [required: >=2.14.1, installed: 2.19.0]
│       └── tensorflow [required: >=2.19,<2.20, installed: 2.19.0]
│           ├── absl-py [required: >=1.0.0, installed: 2.2.1]
│           ├── astunparse [required: >=1.6.0, installed: 1.6.3]
│           │   ├── wheel [required: >=0.23.0,<1.0, installed: 0.45.1]
│           │   └── six [required: >=1.6.1,<2.0, installed: 1.17.0]
│           ├── flatbuffers [required: >=24.3.25, installed: 25.2.10]
│           ├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.6.0]
│           ├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│           │   └── six [required: Any, installed: 1.17.0]
│           ├── libclang [required: >=13.0.0, installed: 18.1.1]
│           ├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
│           ├── packaging [required: Any, installed: 24.2]
│           ├── protobuf [required: >=3.20.3,<6.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 5.29.4]
│           ├── requests [required: >=2.21.0,<3, installed: 2.32.3]
│           │   ├── charset-normalizer [required: >=2,<4, installed: 3.4.1]
│           │   ├── idna [required: >=2.5,<4, installed: 3.10]
│           │   ├── urllib3 [required: >=1.21.1,<3, installed: 2.3.0]
│           │   └── certifi [required: >=2017.4.17, installed: 2025.1.31]
│           ├── setuptools [required: Any, installed: 75.8.0]
│           ├── six [required: >=1.12.0, installed: 1.17.0]
│           ├── termcolor [required: >=1.1.0, installed: 2.5.0]
│           ├── typing_extensions [required: >=3.6.6, installed: 4.13.0]
│           ├── wrapt [required: >=1.11.0, installed: 1.17.2]
│           ├── grpcio [required: >=1.24.3,<2.0, installed: 1.71.0]
│           ├── tensorboard [required: ~=2.19.0, installed: 2.19.0]
│           │   ├── absl-py [required: >=0.4, installed: 2.2.1]
│           │   ├── grpcio [required: >=1.48.2, installed: 1.71.0]
│           │   ├── Markdown [required: >=2.6.8, installed: 3.7]
│           │   ├── numpy [required: >=1.12.0, installed: 2.1.1]
│           │   ├── packaging [required: Any, installed: 24.2]
│           │   ├── protobuf [required: >=3.19.6,!=4.24.0, installed: 5.29.4]
│           │   ├── setuptools [required: >=41.0.0, installed: 75.8.0]
│           │   ├── six [required: >1.9, installed: 1.17.0]
│           │   ├── tensorboard-data-server [required: >=0.7.0,<0.8.0, installed: 0.7.2]
│           │   └── Werkzeug [required: >=1.0.1, installed: 3.1.3]
│           │       └── MarkupSafe [required: >=2.1.1, installed: 2.1.5]
│           ├── keras [required: >=3.5.0, installed: 3.9.1]
│           │   ├── absl-py [required: Any, installed: 2.2.1]
│           │   ├── numpy [required: Any, installed: 2.1.1]
│           │   ├── rich [required: Any, installed: 13.9.4]
│           │   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
│           │   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
│           │   │   ├── Pygments [required: >=2.13.0,<3.0.0, installed: 2.19.1]
│           │   │   └── typing_extensions [required: >=4.0.0,<5.0, installed: 4.13.0]
│           │   ├── namex [required: Any, installed: 0.0.8]
│           │   ├── h5py [required: Any, installed: 3.13.0]
│           │   │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│           │   ├── optree [required: Any, installed: 0.14.1]
│           │   │   └── typing_extensions [required: >=4.5.0, installed: 4.13.0]
│           │   ├── ml_dtypes [required: Any, installed: 0.5.1]
│           │   │   ├── numpy [required: >=1.21, installed: 2.1.1]
│           │   │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│           │   └── packaging [required: Any, installed: 24.2]
│           ├── numpy [required: >=1.26.0,<2.2.0, installed: 2.1.1]
│           ├── h5py [required: >=3.11.0, installed: 3.13.0]
│           │   └── numpy [required: >=1.19.3, installed: 2.1.1]
│           ├── ml_dtypes [required: >=0.5.1,<1.0.0, installed: 0.5.1]
│           │   ├── numpy [required: >=1.21, installed: 2.1.1]
│           │   └── numpy [required: >=1.21.2, installed: 2.1.1]
│           └── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]
└── packaging [required: ~=23.1, installed: 24.2]

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