BraggNN: Validation Dataset
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https://www.materialsdatafacility.org/detail/ravi_braggnn_validation_v1.1
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资源简介：
# BraggNN Validation Dataset
This dataset contains `13799` samples from the training dataset,
and is used to evaluate, and provide metrics for, the models
that were trained on the larger training dataset.
## Data
The data are located in the `/data` folder, and store the collected peaks and frames.
There are two datasets in the hdf5 file:
- `Patch`: input to the BraggNN model. It is a 3D array where its first dimension is the index of samples, i.e., 13799. The second and third dimension are the height and width of the patch/peak respectively.
- `ploc`: the peak location for each of the 13799 peaks, i.e., label of the dataset.
## Code
** Important **
To run the DLHub versions of these models using GPU resources, users must first request access to the following Globus group: https://app.globus.org/groups/d0b13474-c265-11ec-9444-51db4d10f5bd/about
Notebooks are provided in the `code-examples` folder to showcase how to load the datasets and run the PyTorch, TRT, and SambaNova models.
提供机构：
Materials Data Facility
创建时间：
2022-06-25
