以下是`ReduceLROnPlateau`的参数: - `factor`:学习率的缩放因子。新的学习率将为旧学习率乘以`factor`。默认值为0.1。 - `patience`:在验证集上没有观测到模型性能改善的轮次数量。如果经过`patience`个轮次后,验证集的性能仍然没有改善,则会降低学习率。默认值为10。 - `threshold`:阈值,用来判断验证集性能...
ReduceOnPlateau¶ classpaddle.optimizer.lr.ReduceOnPlateau(learning_rate,mode='min',factor=0.1,patience=10,threshold=1e-4,threshold_mode='rel',cooldown=0,min_lr=0,epsilon=1e-8,verbose=False)[源代码]¶ loss自适应的学习率衰减策略。默认情况下,当loss停止下降时,降低学习率。其思想是:一旦模型...
(monitor='loss', patience=2, rule='less', type='ReduceOnPlateauLR'), ] resume = False seed = 0 test_cfg = dict(type='TestLoop') test_dataloader = dict( batch_size=8, dataset=dict( ann_file='labels/val', data_prefix=dict(img_path='images_png'), data_root='/home/x/data/',...
ReduceOnPlateauParamScheduler, ReduceOnPlateauMomentum and ParamSchedulerHook * fix get need_step_args attribute error in ParamSchedulerHook * fix load_state_dict error for rule in ReduceOnPlateauParamScheduler * add docs for ParamSchedulerHook and fix a few codes * [Docs] add ReduceOnPlateau...
model (GBEHM), this study analyzes the potential characteristics of future climate change (from 2011 to 2060) and the associated effects on the cryospheric and hydrological processes in the upper Heihe River Basin, a typical cold mountain region located on the northeastern Tibetan Plateau. The...
Focusing on an invasive annual grass, Bromus tectorum, near the edge of its range in the southern Colorado Plateau, we used an observational study to ask what plant community components were associated with lower levels of B. tectorum, and a manipulative experiment to ask if targeted spring ...
when using reduce_lr_on_plateau for training SCVI non of the validation metrics are options (see error message). this seems to be dependent on the latest release of pytorch-lightning as when I rollback versions the issue goes away. I'll ...
Please update the following actions to use Node.js 20: pytorch/test-infra/.github/actions/setup-ssh@main, malfet/checkout@silent-checkout. For more information see: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/. Show more manywheel-py3_9...
The following actions use a deprecated Node.js version and will be forced to run on node20: pytorch/test-infra/.github/actions/setup-ssh@main, malfet/checkout@silent-checkout, seemethere/upload-artifact-s3@v5. For more info: https://github.blog/changelog/2024-03-07-github-actions-all-ac...