pvnet_uk_region / data_config.yaml
james-ocf's picture
Upload folder using huggingface_hub
120cac3 verified
raw
history blame
5.78 kB
general:
description: Config for training the saved PVNet model
name: PVNet current
input_data:
default_forecast_minutes: 480
default_history_minutes: 120
gsp:
dropout_fraction: 0
dropout_timedeltas_minutes: null
forecast_minutes: 480
gsp_zarr_path: PLACEHOLDER.zarr
history_minutes: 120
time_resolution_minutes: 30
nwp:
ecmwf:
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -360
forecast_minutes: 480
history_minutes: 120
max_staleness_minutes: null
nwp_channels:
- t2m
- dswrf
- dlwrf
- hcc
- mcc
- lcc
- tcc
- sde
- sr
- duvrs
- u10
- v10
nwp_image_size_pixels_height: 24
nwp_image_size_pixels_width: 24
nwp_provider: ecmwf
nwp_zarr_path: PLACEHOLDER.zarr
time_resolution_minutes: 60
ukv:
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -180
forecast_minutes: 480
history_minutes: 120
max_staleness_minutes: null
nwp_channels:
- t
- dswrf
- dlwrf
- hcc
- mcc
- lcc
- sde
- r
- vis
- si10
- prate
nwp_image_size_pixels_height: 48
nwp_image_size_pixels_width: 48
nwp_provider: ukv
nwp_zarr_path: PLACEHOLDER.zarr
time_resolution_minutes: 60
pv:
dropout_fraction: 0
dropout_timedeltas_minutes: null
forecast_minutes: 0
history_minutes: 120
pv_files_groups:
- label: solar_sheffield_passiv
pv_filename: PLACEHOLDER.netcdf
pv_metadata_filename: PLACEHOLDER.csv
pv_ml_ids:
- 154
- 155
- 156
- 158
- 159
- 160
- 162
- 164
- 165
- 166
- 167
- 168
- 169
- 171
- 173
- 177
- 178
- 179
- 181
- 182
- 185
- 186
- 187
- 188
- 189
- 190
- 191
- 192
- 193
- 197
- 198
- 199
- 200
- 202
- 204
- 205
- 206
- 208
- 209
- 211
- 214
- 215
- 216
- 217
- 218
- 219
- 220
- 221
- 225
- 229
- 230
- 232
- 233
- 234
- 236
- 242
- 243
- 245
- 252
- 254
- 255
- 256
- 257
- 258
- 260
- 261
- 262
- 265
- 267
- 268
- 272
- 273
- 275
- 276
- 277
- 280
- 281
- 282
- 283
- 287
- 289
- 291
- 292
- 293
- 294
- 295
- 296
- 297
- 298
- 301
- 302
- 303
- 304
- 306
- 307
- 309
- 310
- 311
- 317
- 318
- 319
- 320
- 321
- 322
- 323
- 325
- 326
- 329
- 332
- 333
- 335
- 336
- 338
- 340
- 342
- 344
- 345
- 346
- 348
- 349
- 352
- 354
- 355
- 356
- 357
- 360
- 362
- 363
- 368
- 369
- 370
- 371
- 372
- 374
- 375
- 376
- 378
- 380
- 382
- 384
- 385
- 388
- 390
- 391
- 393
- 396
- 397
- 398
- 399
- 400
- 401
- 403
- 404
- 405
- 406
- 407
- 409
- 411
- 412
- 413
- 414
- 415
- 416
- 417
- 418
- 419
- 420
- 421
- 422
- 423
- 424
- 425
- 426
- 427
- 429
- 431
- 435
- 437
- 438
- 440
- 441
- 444
- 447
- 450
- 451
- 453
- 456
- 457
- 458
- 459
- 464
- 465
- 466
- 467
- 468
- 470
- 471
- 473
- 474
- 476
- 477
- 479
- 480
- 481
- 482
- 485
- 486
- 488
- 490
- 491
- 492
- 493
- 496
- 498
- 501
- 503
- 506
- 507
- 508
- 509
- 510
- 511
- 512
- 513
- 515
- 516
- 517
- 519
- 520
- 521
- 522
- 524
- 526
- 527
- 528
- 531
- 532
- 536
- 537
- 538
- 540
- 541
- 542
- 543
- 544
- 545
- 549
- 550
- 551
- 552
- 553
- 554
- 556
- 557
- 560
- 561
- 563
- 566
- 568
- 571
- 572
- 575
- 576
- 577
- 579
- 580
- 581
- 582
- 584
- 585
- 588
- 590
- 594
- 595
- 597
- 600
- 602
- 603
- 604
- 606
- 611
- 613
- 614
- 616
- 618
- 620
- 622
- 623
- 624
- 625
- 626
- 628
- 629
- 630
- 631
- 636
- 637
- 638
- 640
- 641
- 642
- 644
- 645
- 646
- 650
- 651
- 652
- 653
- 654
- 655
- 657
- 660
- 661
- 662
- 663
- 666
- 667
- 668
- 670
- 675
- 676
- 679
- 681
- 683
- 684
- 685
- 687
- 696
- 698
- 701
- 702
- 703
- 704
- 706
- 710
- 722
- 723
- 724
- 725
- 727
- 728
- 729
- 730
- 732
- 733
- 734
- 735
- 736
- 737
system_dropout_fraction_max: 0
system_dropout_fraction_min: 0
system_dropout_timedeltas_minutes: null
time_resolution_minutes: 5
satellite:
dropout_fraction: 0.2
dropout_timedeltas_minutes:
- -5
- -10
- -15
forecast_minutes: 0
history_minutes: 90
live_delay_minutes: 0
satellite_channels:
- IR_016
- IR_039
- IR_087
- IR_097
- IR_108
- IR_120
- IR_134
- VIS006
- VIS008
- WV_062
- WV_073
satellite_image_size_pixels_height: 48
satellite_image_size_pixels_width: 48
satellite_zarr_path: PLACEHOLDER.zarr
time_resolution_minutes: 5