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-rw-r--r--cfg/bouncingballs/bb-level1-run1.json87
1 files changed, 87 insertions, 0 deletions
diff --git a/cfg/bouncingballs/bb-level1-run1.json b/cfg/bouncingballs/bb-level1-run1.json
new file mode 100644
index 0000000..1e6f21b
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+++ b/cfg/bouncingballs/bb-level1-run1.json
@@ -0,0 +1,87 @@
+{
+ "model_path": "bb_baseline",
+ "datatype": "bouncingballs",
+ "dataset": "BOUNCINGBALLS_OCCLUSION",
+ "scenario": "occlusion",
+ "num_updates": 0,
+ "max_epochs": 1000,
+ "max_updates": 400000,
+ "learning_rate": {
+ "lr": 0.0004,
+ "deacrease_lr_every": 100000,
+ "deacrease_lr_factor": 0.75
+ },
+ "blackout": {
+ "blackout_start_timestep": 10,
+ "blackout_rate": 0.1,
+ "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": 1,
+ "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
+ }
+ }
+ } \ No newline at end of file