| seed: 42 | |
| data: | |
| root: data | |
| format_version: climatebench_annual_npz_v1 | |
| train_samples: 2 | |
| test_samples: 1 | |
| time_steps: 10 | |
| channels: [co2_cumulative, ch4, so2, bc] | |
| targets: [tas, dtr, pr, pr90] | |
| height: 96 | |
| width: 144 | |
| storage_layout: NTCHW | |
| paper_layout: NTHWC | |
| model: | |
| convolution_filters: 20 | |
| convolution_kernel: 3 | |
| pooling_kernel: 2 | |
| lstm_input: 20 | |
| lstm_hidden: 25 | |
| output_features: 13824 | |
| parameters_per_target: 364764 | |
| paper_training: | |
| epochs: 30 | |
| batch_size: 16 | |
| optimizer: RMSprop | |
| loss: mean_squared_error | |
| train: | |
| epochs: 1 | |
| batch_size: 1 | |
| learning_rate: 0.001 | |
| optimizer: RMSprop | |
| loss: mean_squared_error | |
| gradient_clip_norm: 10.0 | |
| num_workers: 0 | |
| runtime: | |
| device: auto | |
| paths: | |
| checkpoint: result/checkpoints/climatebench.pt | |
| training_metrics: result/training/metrics.json | |
| inference: result/output/predictions.npz | |
| evaluation_dir: result/evaluation | |
| evaluation: | |
| start_year: 2080 | |
| end_year: 2100 | |
| global_weight: 5.0 | |
| scenario: ssp245 | |