akhmedsakip
commited on
Commit
·
558097a
1
Parent(s):
8220ddf
Upload 6 files
Browse files- config.json +147 -0
- preprocessor_config.json +9 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +1939 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,147 @@
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{
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"_name_or_path": "facebook/wav2vec2-base",
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"activation_dropout": 0.0,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 256,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.1,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"freeze_feat_extract_train": true,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "L",
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"1": "A",
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"10": "M",
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"11": "B",
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"12": "I",
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"2": "K",
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"3": "D",
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"4": "C",
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"5": "H",
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"6": "F",
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"7": "E",
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"8": "J",
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"9": "G"
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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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"A": "1",
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"B": "11",
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"C": "4",
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"D": "3",
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"E": "7",
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"F": "6",
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"G": "9",
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"H": "5",
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"I": "12",
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"J": "8",
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"K": "2",
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"L": "0",
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"M": "10"
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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"model_type": "wav2vec2",
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"no_mask_channel_overlap": false,
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"no_mask_time_overlap": false,
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"num_adapter_layers": 3,
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"num_attention_heads": 12,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 12,
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"num_negatives": 100,
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"output_hidden_size": 768,
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"pad_token_id": 0,
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"proj_codevector_dim": 256,
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"tdnn_dilation": [
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1,
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2,
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3,
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1,
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1
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],
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"tdnn_dim": [
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512,
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512,
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512,
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512,
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1500
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],
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"tdnn_kernel": [
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5,
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3,
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3,
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1,
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1
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],
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"torch_dtype": "float32",
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"transformers_version": "4.28.1",
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"use_weighted_layer_sum": false,
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"vocab_size": 32,
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"xvector_output_dim": 512
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}
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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": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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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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}
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0e57c638473963d7fc984357e01d81b3dc673f1b8ec64920cc283e979adf5ecc
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size 14639
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:36380f4fc084506b2062f11a6401c45dd68d3829a12f744d1a4fcda6f70767d0
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size 627
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trainer_state.json
ADDED
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|
1 |
+
{
|
2 |
+
"best_metric": 0.45121951219512196,
|
3 |
+
"best_model_checkpoint": "wav2vec2-base-berkeley-emotions-decay-f1/checkpoint-2958",
|
4 |
+
"epoch": 17.0,
|
5 |
+
"global_step": 2958,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.06,
|
12 |
+
"learning_rate": 1.7241379310344828e-07,
|
13 |
+
"loss": 2.569,
|
14 |
+
"step": 10
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.11,
|
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