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  • MixUp and Friends

    MixUp and Friends reduce_loss [source] class MixHandler [source] class MixUp [source] class CutMix [source] MixUp and Friends Callbacks that can apply the M...
  • 使用 TensorBoard 可视化模型,数据和训练

    使用 TensorBoard 可视化模型,数据和训练 1. TensorBoard设置 2.写入TensorBoard 3. 使用TensorBoard检查模型 4. 在TensorBoard中添加一个“投影仪” 5. 使用TensorBoard跟踪模型训练 6. 使用TensorBoard评估经过训练的模型 使用 TensorBoard...
  • Frequently Asked Questions

    常见问题解答 我的模型报告“cuda runtime error(2): out of memory” My GPU memory isn’t freed properly My data loader workers return identical random numbers My recurrent network doesn’t work w...
  • Questionnaire

    583 2021-03-31 《The fastai book》
    Questionnaire Further Research Questionnaire What is a “feature”? Write out the convolutional kernel matrix for a top edge detector. Write out the mathematical operation appl...
  • Questionnaire

    566 2021-03-31 《The fastai book》
    Questionnaire Further Research Questionnaire What problem does collaborative filtering solve? How does it solve it? Why might a collaborative filtering predictive model fail ...
  • Community

    Community Welcome to all Google Summer of Code (GSoC) participants Community discussions Community meetings Kubeflow community call Slack community and channels Mailing lists ...
  • Community

    Community Welcome to all Google Summer of Code (GSoC) participants Community discussions Community meetings Kubeflow community call Slack community and channels Mailing lists ...
  • torch.utils.bottleneck

    torch.utils.bottleneck torch.utils.bottleneck 译者: belonHan torch.utils.bottleneck 是 调试瓶颈bottleneck 时首先用到的工具.它总结了python分析工具与PyTorch自动梯度分析工具在脚本运行中情况. 在命令行运行如下命令 python -...
  • Memory Management

    utils.mem Memory management utils gpu_mem_get [source] [test] gpu_mem_get_all [source] [test] gpu_mem_get_free [source] [test] gpu_mem_get_free_no_cache [source] [test] ...
  • MixUpCallback

    callbacks.mixup Mixup data augmentation What is mixup? Basic Training Mixup implementation in the library Adding mixup to the mix class MixUpCallback [source] [test] Callba...