Daniele Picone
commited on
Commit
·
70c29fc
1
Parent(s):
a1f51ef
Added weights
Browse files- 20240624_121703/manifest.json +5 -0
- 20240624_121703/options.json +166 -0
- 20240624_121703/version_0/checkpoints/best.ckpt +3 -0
- 20240624_121703/version_0/checkpoints/last.ckpt +3 -0
- 20240624_121703/version_0/hparams.yaml +1 -0
- 20240624_121703/version_0/metrics.csv +54 -0
- 20240624_135135/manifest.json +5 -0
- 20240624_135135/options.json +164 -0
- 20240624_135135/version_0/checkpoints/best.ckpt +3 -0
- 20240624_135135/version_0/checkpoints/last.ckpt +3 -0
- 20240624_135135/version_0/hparams.yaml +1 -0
- 20240624_135135/version_0/metrics.csv +48 -0
- 20240701_112128/version_0/checkpoints/best.ckpt +3 -0
- 20240701_112128/version_0/checkpoints/last.ckpt +3 -0
- 20240701_112128/version_0/hparams.yaml +1 -0
- 20240701_112128/version_0/metrics.csv +12 -0
- 20240703_080425/image.npy +3 -0
- 20240703_080425/observation_0.npy +3 -0
- 20240703_080425/observation_1.npy +3 -0
- 20240703_080425/options.json +297 -0
- 20240703_080425/reconstruction_0.npy +3 -0
- 20240703_080425/reconstruction_1.npy +3 -0
- 20240703_080425/reconstruction_2.npy +3 -0
- 20240703_080425/reconstruction_3.npy +3 -0
- 20240703_080425/reconstruction_4.npy +3 -0
- 20240703_080425/reconstruction_5.npy +3 -0
20240624_121703/manifest.json
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{
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"checkpoint_path": "version_0/checkpoints/best.ckpt",
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"options_path": "options.json",
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"version": "0.7.6"
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}
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20240624_121703/options.json
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{
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"backend": {
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"id": "torch",
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"device": "none"
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},
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"dataloader_training": {
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"dataset_list": [
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{
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"image": {
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"id": null,
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"dataset": "chikusei",
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"dataset_id": 0
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},
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"preprocessing": {
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"crop_row": [
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64,
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1664
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],
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"crop_col": [
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64,
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2240
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],
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"crop_chn": [
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8,
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72,
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4
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],
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"crop_acq": null,
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"select_chn": null,
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"normalize_intensity": true,
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"equalize_dynamic": true,
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"dynamic_range": [
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0.05,
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0.95
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]
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}
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}
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],
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"patch_size": 64,
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"stride": 16,
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"horizontal": true,
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"vertical": true,
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"rotation": true
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},
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"dataloader_validation": {
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"dataset_list": [
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{
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"image": {
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"id": null,
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"dataset": "chikusei",
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"dataset_id": 0
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},
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"preprocessing": {
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"crop_row": [
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1664,
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2048
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],
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"crop_col": [
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64,
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2240
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],
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"crop_chn": [
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8,
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72,
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4
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],
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"crop_acq": null,
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"select_chn": null,
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"normalize_intensity": true,
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"equalize_dynamic": true,
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"dynamic_range": [
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0.05,
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0.95
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]
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}
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}
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],
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"patch_size": 64,
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"stride": 64,
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"horizontal": false,
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"vertical": false,
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"rotation": false
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},
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"model": {
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"linear_id": "pansharpening",
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"kernel_id": null,
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"color_filter_id": null,
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"spectral_responses_id": null,
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"spectral_responses_type": "multispectral",
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"scale_ratio": 4,
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"lagrange_multipliers": [
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1.0
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]
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},
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"noise": {
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"simulate": true,
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"id": null,
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"snr": 30.0,
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"mean_scaled_snr": true
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},
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"processing": {
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"data_functional": "squared_l2",
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"priors": [
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{
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"id": "unet",
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"unfolded_stages": 4,
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"strategy": "pnp",
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"regularization_parameter": 1.0,
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"noise_level": 0.03
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}
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],
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"solver": {
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"id": "admm",
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"penalization_parameter_list": [
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0.1
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],
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"penalization_parameter": 0.1,
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"penalization_parameter_dual": 0.1,
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"relaxation_parameter": 0.1,
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"sub_problem_solver": "auto",
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"max_iterations": 1,
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"verbose": true,
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"g_first": false,
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"early_stop": false,
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"nan_stop": false
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}
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},
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"trainable_parameters": {
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"regularization_parameter": false,
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"noise_level": false,
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"relaxation_parameter": true,
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"penalization_parameter": true,
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"penalization_parameter_dual": false
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},
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"training_options": {
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"optimizer": "adam",
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"optimizer_momentum": 0.9,
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"learning_rate": 0.01,
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"loss_validation": "mse",
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"loss_test": [
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"mse",
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"ssim",
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"psnr"
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],
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"scheduler": {
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"id": "reduce_on_plateau",
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"max_iterations": 50,
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"reduction_factor": 0.1,
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"patience": 10,
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"tolerance": 1e-6
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}
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},
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"training_logger": {
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"logger": "csv",
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"maximum_time": "00:00:40:00",
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"early_stopping_delta": 1e-6,
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"early_stopping_patience": 20,
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"tqdm_refresh_rate": 10,
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"dataloader_options": {
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| 160 |
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"shuffle_train": true,
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"shuffle_validation": false,
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"num_workers": 4,
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"batch_size": 64
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}
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}
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}
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20240624_121703/version_0/checkpoints/best.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3f69427785befd0ca2fbcfe82f315648370a53ce4ed102d749699c18b87f249f
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size 52334278
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20240624_121703/version_0/checkpoints/last.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c45c383f6129ec93f4440f5565d53fd489409a26cbc50d2ff694aecfc2606d4a
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size 52334278
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20240624_121703/version_0/hparams.yaml
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{}
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20240624_121703/version_0/metrics.csv
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epoch,loss training,loss validation,step
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0,0.027417613193392754,,49
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0,0.01651066169142723,,99
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0,0.014945896342396736,,149
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0,0.0120821762830019,,199
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0,,0.012828175909817219,201
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1,0.011506352573633194,,249
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1,0.010802239179611206,,299
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1,0.005454285070300102,,349
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1,0.004476033616811037,,399
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1,,0.006006518844515085,403
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2,0.004377658478915691,,449
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2,0.0070521533489227295,,499
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2,0.003919653594493866,,549
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2,0.0026924926787614822,,599
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2,,0.0035522955004125834,605
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3,0.0034907921217381954,,649
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3,0.002992600668221712,,699
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3,0.0029889396391808987,,749
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3,0.003167275805026293,,799
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3,,0.0036649119574576616,807
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4,0.00298797944560647,,849
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4,0.002203832846134901,,899
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4,0.002242875052616,,949
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4,0.002684312639757991,,999
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4,,0.0033094901591539383,1009
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5,0.00234988983720541,,1049
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5,0.002971955109387636,,1099
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5,0.0019646401051431894,,1149
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5,0.0025611892342567444,,1199
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5,,0.0025261137634515762,1211
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6,0.0024867490865290165,,1249
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6,0.0030990499071776867,,1299
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6,0.002953329822048545,,1349
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6,0.0029093511402606964,,1399
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6,,0.004608685616403818,1413
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7,0.002456874353811145,,1449
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7,0.003095169086009264,,1499
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7,0.00773706054314971,,1549
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7,0.0027167764492332935,,1599
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7,,0.0024076553527265787,1615
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8,0.0023773489519953728,,1649
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8,0.0036908031906932592,,1699
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8,0.001896373345516622,,1749
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8,0.002138185314834118,,1799
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8,,0.004562870133668184,1817
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9,0.004722463898360729,,1849
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9,0.0031107240356504917,,1899
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9,0.0027375989593565464,,1949
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9,0.0020041558891534805,,1999
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9,,0.0026473209727555513,2019
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10,0.0019146939739584923,,2049
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+
10,0.0020356792956590652,,2072
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+
10,,0.004287738353013992,2072
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20240624_135135/manifest.json
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{
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"checkpoint_path": "version_0/checkpoints/best.ckpt",
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"options_path": "options.json",
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"version": "0.7.6"
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}
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20240624_135135/options.json
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| 1 |
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{
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| 2 |
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| 3 |
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|
| 4 |
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|
| 5 |
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| 48 |
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|
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| 70 |
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|
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"priors": [
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{
|
| 103 |
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"id": "unet",
|
| 104 |
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|
| 105 |
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|
| 106 |
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|
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| 108 |
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| 111 |
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|
| 114 |
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|
| 116 |
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|
| 117 |
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|
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| 119 |
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|
| 120 |
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|
| 121 |
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|
| 124 |
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},
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|
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|
| 131 |
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|
| 132 |
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},
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| 133 |
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| 134 |
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"optimizer": "adam",
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| 135 |
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|
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| 139 |
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| 140 |
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|
| 141 |
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|
| 142 |
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],
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| 143 |
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"scheduler": {
|
| 144 |
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"id": "reduce_on_plateau",
|
| 145 |
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"max_iterations": 50,
|
| 146 |
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|
| 147 |
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"patience": 10,
|
| 148 |
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"tolerance": 1e-6
|
| 149 |
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| 150 |
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| 151 |
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| 152 |
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"logger": "csv",
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| 154 |
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|
| 155 |
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|
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|
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| 162 |
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| 163 |
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20240624_135135/version_0/checkpoints/best.ckpt
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size 52334278
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ADDED
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ADDED
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@@ -0,0 +1 @@
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|
|
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|
|
|
| 1 |
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{}
|
20240624_135135/version_0/metrics.csv
ADDED
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|
| 1 |
+
epoch,loss training,loss validation,step
|
| 2 |
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0,0.02327137254178524,,49
|
| 3 |
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0,0.020734013989567757,,99
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0,,0.022800475358963013,268
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| 20 |
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2,,0.006726282648742199,806
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ADDED
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size 3189522
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20240701_112128/version_0/hparams.yaml
ADDED
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@@ -0,0 +1 @@
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|
|
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|
|
| 1 |
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{}
|
20240701_112128/version_0/metrics.csv
ADDED
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@@ -0,0 +1,12 @@
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| 1 |
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epoch,loss validation,step
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49,0.028739921748638153,49
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| 3 |
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99,0.0211239755153656,99
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499,0.004839306231588125,499
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549,0.0041638147085905075,549
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20240703_080425/image.npy
ADDED
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 4194432
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20240703_080425/observation_0.npy
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 262272
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20240703_080425/observation_1.npy
ADDED
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@@ -0,0 +1,3 @@
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|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 262272
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20240703_080425/options.json
ADDED
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@@ -0,0 +1,297 @@
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|
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| 294 |
+
}
|
| 295 |
+
}
|
| 296 |
+
]
|
| 297 |
+
}
|
20240703_080425/reconstruction_0.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e2428ee755484815827282178e98c1505abb9f47b25a814d7db22ebd7c56f9e
|
| 3 |
+
size 4194432
|
20240703_080425/reconstruction_1.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ff10241f939983c5e24b4d16986d75920da0f73d774297933960dcbf0607be32
|
| 3 |
+
size 4194432
|
20240703_080425/reconstruction_2.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f43e3e1a91956d47a49b6190cce90913efd181b7b6832fcc2d9da44c4102c812
|
| 3 |
+
size 4194432
|
20240703_080425/reconstruction_3.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:a4c48965c2b3f491e62e4f8069c5604d1f287d9222cd4964f2478e1447f341eb
|
| 3 |
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size 4194432
|
20240703_080425/reconstruction_4.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:5b8d2bc06d9b7a8236b1152fbc96ec75db725d68da5a7c6f67b3bf29a2d64960
|
| 3 |
+
size 4194432
|
20240703_080425/reconstruction_5.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:59c8075eac54d114ee3ac6dd80b94053ea1fc0598ff37de7654f6cfa78cfb2bd
|
| 3 |
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size 4194432
|