diff --git a/docs/user/contributing.rst b/docs/user/contributing.rst index 15703cf99..8fa274051 100644 --- a/docs/user/contributing.rst +++ b/docs/user/contributing.rst @@ -180,7 +180,7 @@ For PRs that may affect GeoDataset sampling speed, you can test the performance This code will download a small (1 GB) dataset consisting of a single Landsat 9 scene and CDL file. It will then profile the speed at which various samplers work for both raw data (original downloaded files) and preprocessed data (same CRS, res, TAP, COG). The important output to look out for is the total time taken by ``train_dataloader_next`` (RandomGeoSampler) and ``val_next`` (GridGeoSampler). With this, you can create a table on your PR like: ====== ============ ========== ===================== =================== - raw (random) raw (grid) preprocessed (random) preprocessed (grid) + state raw (random) raw (grid) preprocessed (random) preprocessed (grid) ====== ============ ========== ===================== =================== before 17.223 10.974 15.685 4.6075 after 17.360 11.032 9.613 4.6673