{
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  "datatype": "clevrer",
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  "num_updates": 0,
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     "shufleslots_end": 30000,
     "entity_pretraining_phase2_end": 50000,
     "entity_pretraining_phase1_end": 30000,
     "background_pretraining_end": 0
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     "prefetch_factor": 2,
     "statistics_offset": 10,
     "load_optimizers": false,
     "teacher_forcing": 10,
     "skip_frames": 2,
     "error_dropout": 0.1
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     "bptt_steps_max": 2,
     "increase_bptt_steps_every": 200000
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   "num_objects": 6,
   "img_channels": 3,
   "input_size": [
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    480
   ],
   "latent_size": [
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    30
   ],
   "gestalt_size": 96,
   "bottleneck": "binar",
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   "time_regularizer": 0.1,
   "encoder_regularizer": 0.333333,
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    "level1_channels": 24,
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   },
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    "transformer_type": "shared"
   },
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    "level1_channels": 24,
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   },
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    "latent_channels": 48,
    "level1_channels": 24,
    "gestalt_size": 8,
    "flow": false
   },
   "update_module": {
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   }
  }
 }