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Diffstat (limited to 'cfg/bouncingballs/bb-level1-run2.json')
-rw-r--r-- | cfg/bouncingballs/bb-level1-run2.json | 87 |
1 files changed, 87 insertions, 0 deletions
diff --git a/cfg/bouncingballs/bb-level1-run2.json b/cfg/bouncingballs/bb-level1-run2.json new file mode 100644 index 0000000..a257408 --- /dev/null +++ b/cfg/bouncingballs/bb-level1-run2.json @@ -0,0 +1,87 @@ +{ + "model_path": "bb_baseline", + "datatype": "bouncingballs", + "dataset": "BOUNCINGBALLS_OCCLUSION", + "scenario": "occlusion", + "num_updates": 400000, + "max_epochs": 1000, + "max_updates": 800000, + "learning_rate": { + "lr": 0.0001, + "deacrease_lr_every": 100000, + "deacrease_lr_factor": 0.75 + }, + "blackout": { + "blackout_start_timestep": 10, + "blackout_rate": 0.45, + "blackout_rate_max": 0.45, + "blackout_increase_every": 10000, + "blackout_increase_rate": 0.01 + }, + "phases": { + "start_inner_loop": 40000, + "shufleslots_end": 3000000, + "entity_pretraining_phase2_end": 30000, + "entity_pretraining_phase1_end": 15000, + "background_pretraining_end": 0 + }, + "defaults": { + "num_workers": 2, + "prefetch_factor": 2, + "statistics_offset": 10, + "load_optimizers": false, + "teacher_forcing": 5, + "skip_frames": 1, + "error_dropout": 0.1, + "seed": 67 + }, + "bptt": { + "bptt_start_timestep": 0, + "bptt_steps": 3, + "bptt_steps_max": 3, + "increase_bptt_steps_every": 100000 + }, + "model": { + "level": 2, + "batch_size": 128, + "num_objects": 3, + "img_channels": 3, + "input_size": [ + 64, + 64 + ], + "latent_size": [ + 4, + 4 + ], + "gestalt_size": 12, + "bottleneck": "binar", + "position_regularizer": 0.01, + "time_regularizer": 0.25, + "encoder_regularizer": 0.333333, + "latent_regularizer": 0.0, + "inner_loop_enabled": false, + "latent_loss_enabled": false, + "encoder": { + "channels": 24, + "level1_channels": 12, + "num_layers": 2, + "reg_lambda": 1e-10 + }, + "predictor": { + "heads": 2, + "layers": 3, + "channels_multiplier": 2, + "reg_lambda": 1e-10, + "transformer_type": "shared" + }, + "decoder": { + "channels": 24, + "level1_channels": 12, + "num_layers": 2 + }, + "update_module": { + "reg_lambda": 1e-05 + } + } + }
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