炼金术。实验记录和可视化。
项目描述
实验记录和可视化
安装
常见安装：
pip install -U alchemy-catalyst
入门
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转到Alchemy并获取您的个人令牌。
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运行以下example.py：
import random from alchemy import Logger # insert your personal token here token = "..." project = "default" for gid in range(1): group = f"group_{gid}" for eid in range(2): experiment = f"experiment_{eid}" logger = Logger( token=token, experiment=experiment, group=group, project=project, ) for mid in range(4): metric = f"metric_{mid}" # let's sample some random data n = 300 x = random.randint(-10, 10) for i in range(n): logger.log_scalar(metric, x) x += random.randint(-1, 1) logger.close()
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现在您应该在Alchemy上看到您的指标。
催化剂生态系统
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转到Alchemy并获取您的个人令牌。
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使用AlchemyRunner记录您的 Catalyst 实验：
from catalyst.dl import SupervisedAlchemyRunner runner = SupervisedAlchemyRunner() runner.train( model=model, criterion=criterion, optimizer=optimizer, loaders=loaders, logdir=logdir, num_epochs=num_epochs, verbose=True, monitoring_params={ "token": "...", # insert your personal token here "project": "default", "experiment": "your_experiment_name", "group": "your_experiment_group_name", } )
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现在您应该在Alchemy上看到您的指标。
例子
模式详细教程请关注Catalyst 示例。
关
alchemy_catalyst -20.3-py2.py3-none-any.whl 的哈希值
| 算法 | 哈希摘要 | |
|---|---|---|
| SHA256 | bc74a7fe6b95d8266ecffc17cd2829b329e2466682c81548b04884b97060a79d |
|
| MD5 | 478a884e87244992e051dc778722aa9a |
|
| 布莱克2-256 | 23c38bfb2af4b9e78d52e9feac36e51fd9ad03942b8afeadf1666fc21c48ee87 |