tahiyacy commited on
Commit
2861876
1 Parent(s): a553e97

add model and config file

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Add config.json and model file for Perceiver-based emotion recognition model trained on RAVDESS data

Files changed (2) hide show
  1. config.json +61 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
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+ {
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+ "architectures": [
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+ "PerceiverModel"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "audio_samples_per_frame": 1920,
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+ "cross_attention_shape_for_attention": "kv",
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+ "cross_attention_widening_factor": 1,
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+ "d_latents": 1280,
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+ "d_model": 2048,
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+ "hidden_act": "gelu",
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+ "id2label": {
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+ "0": "LABEL_0",
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+ "1": "LABEL_1",
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+ "2": "LABEL_2",
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+ "3": "LABEL_3",
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+ "4": "LABEL_4",
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+ "5": "LABEL_5",
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+ "6": "LABEL_6",
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+ "7": "LABEL_7"
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+ },
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+ "image_size": 56,
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "LABEL_0": 0,
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+ "LABEL_1": 1,
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+ "LABEL_2": 2,
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+ "LABEL_3": 3,
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+ "LABEL_4": 4,
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+ "LABEL_5": 5,
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+ "LABEL_6": 6,
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+ "LABEL_7": 7
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 2048,
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+ "model_type": "perceiver",
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+ "num_blocks": 1,
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+ "num_cross_attention_heads": 8,
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+ "num_frames": 16,
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+ "num_latents": 256,
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+ "num_self_attends_per_block": 26,
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+ "num_self_attention_heads": 8,
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+ "output_shape": [
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+ 1,
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+ 16,
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+ 224,
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+ 224
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+ ],
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+ "qk_channels": null,
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+ "samples_per_patch": 16,
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+ "self_attention_widening_factor": 1,
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+ "torch_dtype": "float32",
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+ "train_size": [
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+ 368,
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+ 496
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+ ],
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+ "transformers_version": "4.20.1",
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+ "use_query_residual": true,
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+ "v_channels": null,
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+ "vocab_size": 262
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 1132295665