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lewfish avatar lewfish commented on May 18, 2024

I just merged #51 that fixes the issue you reported and some other things. I was able to get python -m rastervision.run experiments/semseg/4_20_17/fcn_0.json to run without errors using the following updated experiment file. Remember that experiment files aren't backward compatible, so to get it to run with the develop branch, I made some necessary changes which were

    "problem_type": "semseg",
    "dataset_name": "isprs/potsdam",

I also made various changes so it would run quickly for testing purposes.

{
    "batch_size": 1,
    "problem_type": "semseg",
    "dataset_name": "isprs/potsdam",
    "generator_name": "numpy",
    "active_input_inds": [3, 0, 1],
    "use_pretraining": false,
    "freeze_base": false,
    "train_stages": [
        {
            "epochs": 1,
            "init_lr": 1e-5
        },
        {
            "epochs": 2,
            "init_lr": 1e-6
        }
    ],
    "kernel_size": [5, 5],
    "train_ratio": 0.8,
    "optimizer": "adam",
    "target_size": [256, 256],
    "eval_target_size": [2000, 2000],
    "nb_eval_samples": 1,
    "nb_eval_plot_samples": 1,
    "model_type": "conv_logistic",
    "run_name": "semseg/4_20_17/fcn_0",
    "validation_steps": 1,
    "steps_per_epoch": 1
}

from raster-vision.

lewfish avatar lewfish commented on May 18, 2024

Thanks for the bug report and sorry for any inconvenience. When we get the time, we'd like to come up with a better testing strategy.

from raster-vision.

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