Spaces:
Runtime error
Runtime error
Commit
•
7859ecd
1
Parent(s):
80b2ba0
Upload 9 files
Browse files- all_results.json +23 -0
- config.json +33 -0
- eval_results.json +11 -0
- model.safetensors +3 -0
- preprocessor_config.json +13 -0
- test_results.json +11 -0
- train_results.json +7 -0
- trainer_state.json +1128 -0
- training_args.bin +3 -0
all_results.json
ADDED
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{
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"Test_accuracy": 0.9998475958241256,
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"Test_f1": 0.9998758483694752,
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"Test_loss": 123070660608.0,
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"Test_precision": 0.9999793059205762,
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"Test_recall": 0.9997724122235325,
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"Test_runtime": 5135.0444,
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"Test_samples_per_second": 15.333,
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"Test_steps_per_second": 1.917,
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"Validation_accuracy": 0.9998856954163862,
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"Validation_f1": 0.9999061434336903,
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"Validation_loss": 89136693248.0,
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"Validation_precision": 1.0,
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"Validation_recall": 0.9998123044838373,
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"Validation_runtime": 5062.7566,
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"Validation_samples_per_second": 15.552,
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"Validation_steps_per_second": 1.944,
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"epoch": 3.0,
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"train_loss": 10893808030881.182,
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"train_runtime": 445813.7666,
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"train_samples_per_second": 1.59,
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"train_steps_per_second": 0.199
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}
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config.json
ADDED
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{
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"_name_or_path": "MIT/ast-finetuned-audioset-10-10-0.4593",
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"architectures": [
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"ASTForAudioClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"frequency_stride": 10,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "Bonafide",
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"1": "Spoof"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Bonafide": "0",
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"Spoof": "1"
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},
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"layer_norm_eps": 1e-12,
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"max_length": 1024,
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"model_type": "audio-spectrogram-transformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_mel_bins": 128,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"time_stride": 10,
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"torch_dtype": "float32",
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"transformers_version": "4.36.2"
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}
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eval_results.json
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{
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"Validation_accuracy": 0.9998856954163862,
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"Validation_f1": 0.9999061434336903,
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"Validation_loss": 89136693248.0,
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"Validation_precision": 1.0,
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"Validation_recall": 0.9998123044838373,
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"Validation_runtime": 5062.7566,
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"Validation_samples_per_second": 15.552,
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"Validation_steps_per_second": 1.944,
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"epoch": 3.0
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:22f60e485112e04c008e9a586aad9d49ae2f77bcd6714335fcb75e3cf4721c57
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size 344790040
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "ASTFeatureExtractor",
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"feature_size": 1,
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"max_length": 1024,
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"mean": -4.2677393,
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"num_mel_bins": 128,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000,
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"std": 4.5689974
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}
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test_results.json
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{
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"Test_accuracy": 0.9998475958241256,
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"Test_f1": 0.9998758483694752,
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"Test_loss": 123070660608.0,
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"Test_precision": 0.9999793059205762,
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"Test_recall": 0.9997724122235325,
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"Test_runtime": 5135.0444,
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"Test_samples_per_second": 15.333,
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"Test_steps_per_second": 1.917,
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"epoch": 3.0
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}
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train_results.json
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{
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"epoch": 3.0,
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"train_loss": 10893808030881.182,
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"train_runtime": 445813.7666,
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"train_samples_per_second": 1.59,
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"train_steps_per_second": 0.199
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}
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trainer_state.json
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