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Browse files- output/two_stage_encoding/config.yaml +137 -0
- output/two_stage_encoding/heatmaps/stage1_sub1.png +0 -0
- output/two_stage_encoding/heatmaps/stage1_sub2.png +0 -0
- output/two_stage_encoding/heatmaps/stage1_sub3.png +0 -0
- output/two_stage_encoding/heatmaps/stage1_sub5.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep0_sub1.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep0_sub2.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep0_sub3.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep0_sub5.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep5_sub1.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep5_sub2.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep5_sub3.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep5_sub5.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep9_sub1.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep9_sub2.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep9_sub3.png +0 -0
- output/two_stage_encoding/heatmaps/stage2_ep9_sub5.png +0 -0
- output/two_stage_encoding/stage1_best.pt +3 -0
- output/two_stage_encoding/stage1_loss_curve.png +0 -0
- output/two_stage_encoding/stage2_epoch_0.pt +3 -0
- output/two_stage_encoding/stage2_epoch_5.pt +3 -0
- output/two_stage_encoding/stage2_epoch_9.pt +3 -0
- output/two_stage_encoding/stage2_loss_curve.png +0 -0
output/two_stage_encoding/config.yaml
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| 1 |
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out_dir: output/two_stage_encoding
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| 2 |
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seed: 3315
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| 3 |
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overwrite: false
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| 4 |
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device: cuda
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| 5 |
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batch_size: 16
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stage1:
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epochs: 10
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lr: 0.0003
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weight_decay: 0.1
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model:
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embed_dim: 192
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| 12 |
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encoder_kernel_size: 45
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| 13 |
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decoder_kernel_size: 0
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hidden_model: null
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global_pool: avg
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encoder_causal: false
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encoder_positive: false
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encoder_blockwise: false
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pool_num_heads: 3
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with_shared_decoder: true
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with_subject_decoders: true
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transformer:
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num_heads: 3
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depth: 6
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mlp_ratio: 4.0
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conv1dnext:
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depth: 6
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kernel_size: 11
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causal: false
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stage2:
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| 31 |
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epochs: 10
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| 32 |
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lr: 0.0001
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weight_decay: 0.01
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| 34 |
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cfm:
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solver: euler
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sigma_min: 0.0001
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| 37 |
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decoder:
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channels:
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- 256
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| 40 |
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- 256
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| 41 |
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dropout: 0.05
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| 42 |
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attention_head_dim: 64
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| 43 |
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n_blocks: 1
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num_mid_blocks: 2
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| 45 |
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num_heads: 2
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act_fn: snakebeta
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down_block_type: transformer
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mid_block_type: transformer
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up_block_type: transformer
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| 50 |
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subjects:
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| 51 |
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- 1
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| 52 |
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- 2
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| 53 |
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- 3
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| 54 |
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- 5
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| 55 |
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features:
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| 56 |
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internvl3_8b:
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| 57 |
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model: InternVL3_8B
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| 58 |
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layers:
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| 59 |
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layers.20: language_model.model.layers.20.post_attention_layernorm
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| 60 |
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internvl3_14b:
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| 61 |
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model: InternVL3_14B
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| 62 |
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layers:
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| 63 |
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layers.20: language_model.model.layers.20.post_attention_layernorm
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| 64 |
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layers.30: language_model.model.layers.30.post_attention_layernorm
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| 65 |
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qwen-2-5-omni-3b:
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| 66 |
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model: qwen2-5_3B
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| 67 |
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layers:
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| 68 |
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layers.10: model.layers.10.post_attention_layernorm
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| 69 |
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layers.15: model.layers.15.post_attention_layernorm
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| 70 |
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layers.20: model.layers.20.post_attention_layernorm
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| 71 |
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norm: model.norm
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| 72 |
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qwen-2-5-omni-7b:
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| 73 |
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model: qwen-2-5-omni-7b
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| 74 |
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layers:
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| 75 |
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layers.5: model.layers.5.post_attention_layernorm
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| 76 |
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layers.10: model.layers.10.post_attention_layernorm
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| 77 |
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layers.15: model.layers.15.post_attention_layernorm
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| 78 |
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layers.20: model.layers.20.post_attention_layernorm
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| 79 |
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norm: model.norm
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| 80 |
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whisper:
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| 81 |
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model: whisper
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| 82 |
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layers:
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| 83 |
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layers.12: layers.12.fc2
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| 84 |
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layers.25: layers.25.fc2
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| 85 |
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layers.31: layers.31.fc2
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| 86 |
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norm: layer_norm
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| 87 |
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llama_3.2_1b:
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| 88 |
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model: Llama-3.2-1B
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| 89 |
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layers:
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| 90 |
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layers.7: model.layers.7
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| 91 |
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layers.11: model.layers.11
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| 92 |
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layers.15: model.layers.15
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| 93 |
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llama_3.2_3b:
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| 94 |
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model: Llama-3.2-3B
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| 95 |
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layers:
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| 96 |
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layers.7: model.layers.7
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| 97 |
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layers.11: model.layers.11
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| 98 |
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layers.15: model.layers.15
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| 99 |
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layers.19: model.layers.19
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| 100 |
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layers.23: model.layers.23
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| 101 |
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vjepa2:
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| 102 |
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model: vjepa2_avg_feat
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| 103 |
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layers:
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| 104 |
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layers.5: encoder.layer.5.norm1_avg
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| 105 |
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layers.15: encoder.layer.15.norm1_avg
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| 106 |
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layers.25: encoder.layer.25.norm1_avg
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| 107 |
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layers.35: encoder.layer.35.norm1_avg
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| 108 |
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norm: encoder.layernorm_avg
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| 109 |
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include_features:
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| 110 |
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- internvl3_14b/layers.30
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| 111 |
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datasets:
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| 112 |
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train:
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| 113 |
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filter:
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| 114 |
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seasons:
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| 115 |
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- 1
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| 116 |
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sample_length: 64
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| 117 |
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num_samples: 2000
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| 118 |
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shuffle: true
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| 119 |
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seed: 42
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| 120 |
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val_s6:
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| 121 |
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filter:
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| 122 |
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seasons:
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| 123 |
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- 6
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| 124 |
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movies: []
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| 125 |
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sample_length: null
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| 126 |
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num_samples: null
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| 127 |
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shuffle: false
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| 128 |
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val_figures:
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| 129 |
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filter:
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| 130 |
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seasons: []
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| 131 |
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movies:
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| 132 |
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- figures
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| 133 |
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sample_length: null
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| 134 |
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num_samples: null
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| 135 |
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shuffle: false
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| 136 |
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val_set_name: val_figures
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| 137 |
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datasets_root: /workspace/data
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output/two_stage_encoding/heatmaps/stage1_sub1.png
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output/two_stage_encoding/heatmaps/stage1_sub2.png
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output/two_stage_encoding/heatmaps/stage1_sub3.png
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output/two_stage_encoding/heatmaps/stage1_sub5.png
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output/two_stage_encoding/heatmaps/stage2_ep0_sub1.png
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output/two_stage_encoding/heatmaps/stage2_ep0_sub2.png
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output/two_stage_encoding/heatmaps/stage2_ep0_sub3.png
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output/two_stage_encoding/heatmaps/stage2_ep0_sub5.png
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output/two_stage_encoding/heatmaps/stage2_ep5_sub1.png
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output/two_stage_encoding/heatmaps/stage2_ep5_sub2.png
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output/two_stage_encoding/heatmaps/stage2_ep5_sub3.png
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output/two_stage_encoding/heatmaps/stage2_ep5_sub5.png
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output/two_stage_encoding/heatmaps/stage2_ep9_sub1.png
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output/two_stage_encoding/heatmaps/stage2_ep9_sub2.png
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output/two_stage_encoding/heatmaps/stage2_ep9_sub3.png
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output/two_stage_encoding/heatmaps/stage2_ep9_sub5.png
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output/two_stage_encoding/stage1_best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:98179fd2307efe54791f2b97ed5cf4efbb722aa292ab269c592e75a9b06513a5
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size 7833845
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output/two_stage_encoding/stage1_loss_curve.png
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output/two_stage_encoding/stage2_epoch_0.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c4013c39fc311e3cb8ae3efb9745e96a68ecc9779a25e18885640e0d5e2ded13
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size 240515294
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output/two_stage_encoding/stage2_epoch_5.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0477043b81bc838b582451d42a41c362e7ebaff7c5b4a8078e50720090701e9d
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size 240515294
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output/two_stage_encoding/stage2_epoch_9.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a72612fcfce5d9b8866b66d9f5eb275d342422719c97f969ca7fcd510047b00
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size 240515294
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output/two_stage_encoding/stage2_loss_curve.png
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