arshsin commited on
Commit
4415071
1 Parent(s): 9686ab0

Training in progress, epoch 2, checkpoint

Browse files
checkpoint-84/config.json ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "arshsin/distilhubert-finetuned-gtzan",
3
+ "activation_dropout": 0.1,
4
+ "apply_spec_augment": false,
5
+ "architectures": [
6
+ "HubertForSequenceClassification"
7
+ ],
8
+ "attention_dropout": 0.1,
9
+ "bos_token_id": 1,
10
+ "classifier_proj_size": 256,
11
+ "conv_bias": false,
12
+ "conv_dim": [
13
+ 512,
14
+ 512,
15
+ 512,
16
+ 512,
17
+ 512,
18
+ 512,
19
+ 512
20
+ ],
21
+ "conv_kernel": [
22
+ 10,
23
+ 3,
24
+ 3,
25
+ 3,
26
+ 3,
27
+ 2,
28
+ 2
29
+ ],
30
+ "conv_stride": [
31
+ 5,
32
+ 2,
33
+ 2,
34
+ 2,
35
+ 2,
36
+ 2,
37
+ 2
38
+ ],
39
+ "ctc_loss_reduction": "sum",
40
+ "ctc_zero_infinity": false,
41
+ "do_stable_layer_norm": false,
42
+ "eos_token_id": 2,
43
+ "feat_extract_activation": "gelu",
44
+ "feat_extract_norm": "group",
45
+ "feat_proj_dropout": 0.0,
46
+ "feat_proj_layer_norm": false,
47
+ "final_dropout": 0.0,
48
+ "hidden_act": "gelu",
49
+ "hidden_dropout": 0.1,
50
+ "hidden_size": 768,
51
+ "id2label": {
52
+ "0": "blues",
53
+ "1": "classical",
54
+ "2": "country",
55
+ "3": "disco",
56
+ "4": "hiphop",
57
+ "5": "jazz",
58
+ "6": "metal",
59
+ "7": "pop",
60
+ "8": "reggae",
61
+ "9": "rock"
62
+ },
63
+ "initializer_range": 0.02,
64
+ "intermediate_size": 3072,
65
+ "label2id": {
66
+ "blues": "0",
67
+ "classical": "1",
68
+ "country": "2",
69
+ "disco": "3",
70
+ "hiphop": "4",
71
+ "jazz": "5",
72
+ "metal": "6",
73
+ "pop": "7",
74
+ "reggae": "8",
75
+ "rock": "9"
76
+ },
77
+ "layer_norm_eps": 1e-05,
78
+ "layerdrop": 0.0,
79
+ "mask_feature_length": 10,
80
+ "mask_feature_min_masks": 0,
81
+ "mask_feature_prob": 0.0,
82
+ "mask_time_length": 10,
83
+ "mask_time_min_masks": 2,
84
+ "mask_time_prob": 0.05,
85
+ "model_type": "hubert",
86
+ "num_attention_heads": 12,
87
+ "num_conv_pos_embedding_groups": 16,
88
+ "num_conv_pos_embeddings": 128,
89
+ "num_feat_extract_layers": 7,
90
+ "num_hidden_layers": 2,
91
+ "pad_token_id": 0,
92
+ "torch_dtype": "float32",
93
+ "transformers_version": "4.35.2",
94
+ "use_weighted_layer_sum": false,
95
+ "vocab_size": 32
96
+ }
checkpoint-84/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60b274b4c0e6c8625909c2b25c338552edfd6a19c16f9da6263e2867aafaff72
3
+ size 94771728
checkpoint-84/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a1b58f100be412ba2bef69185d7cda47d826a1113f6f3a84c1bf6076ec025e51
3
+ size 189575930
checkpoint-84/preprocessor_config.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "do_normalize": true,
3
+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
4
+ "feature_size": 1,
5
+ "padding_side": "right",
6
+ "padding_value": 0,
7
+ "return_attention_mask": true,
8
+ "sampling_rate": 16000
9
+ }
checkpoint-84/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:327ffa16e04a18d6cf6fc20109cf07704071d784619bc9d12d9c1dd6a7410d3a
3
+ size 14244
checkpoint-84/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06bbe5fa64984a394f535799459e89b80b6fde64026917648b3c3f0f3149e2a0
3
+ size 1064
checkpoint-84/trainer_state.json ADDED
@@ -0,0 +1,142 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.83,
3
+ "best_model_checkpoint": "distilhubert-finetuned-gtzan/checkpoint-56",
4
+ "epoch": 2.9734513274336285,
5
+ "eval_steps": 500,
6
+ "global_step": 84,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.18,
13
+ "learning_rate": 3.5714285714285718e-06,
14
+ "loss": 0.0338,
15
+ "step": 5
16
+ },
17
+ {
18
+ "epoch": 0.35,
19
+ "learning_rate": 7.1428571428571436e-06,
20
+ "loss": 0.0053,
21
+ "step": 10
22
+ },
23
+ {
24
+ "epoch": 0.53,
25
+ "learning_rate": 9.920634920634922e-06,
26
+ "loss": 0.0056,
27
+ "step": 15
28
+ },
29
+ {
30
+ "epoch": 0.71,
31
+ "learning_rate": 9.523809523809525e-06,
32
+ "loss": 0.0437,
33
+ "step": 20
34
+ },
35
+ {
36
+ "epoch": 0.88,
37
+ "learning_rate": 9.126984126984127e-06,
38
+ "loss": 0.0017,
39
+ "step": 25
40
+ },
41
+ {
42
+ "epoch": 0.99,
43
+ "eval_accuracy": 0.82,
44
+ "eval_loss": 1.0909959077835083,
45
+ "eval_runtime": 72.1207,
46
+ "eval_samples_per_second": 1.387,
47
+ "eval_steps_per_second": 0.18,
48
+ "step": 28
49
+ },
50
+ {
51
+ "epoch": 1.06,
52
+ "learning_rate": 8.730158730158731e-06,
53
+ "loss": 0.0013,
54
+ "step": 30
55
+ },
56
+ {
57
+ "epoch": 1.24,
58
+ "learning_rate": 8.333333333333334e-06,
59
+ "loss": 0.0373,
60
+ "step": 35
61
+ },
62
+ {
63
+ "epoch": 1.42,
64
+ "learning_rate": 7.936507936507936e-06,
65
+ "loss": 0.0041,
66
+ "step": 40
67
+ },
68
+ {
69
+ "epoch": 1.59,
70
+ "learning_rate": 7.53968253968254e-06,
71
+ "loss": 0.0012,
72
+ "step": 45
73
+ },
74
+ {
75
+ "epoch": 1.77,
76
+ "learning_rate": 7.1428571428571436e-06,
77
+ "loss": 0.0338,
78
+ "step": 50
79
+ },
80
+ {
81
+ "epoch": 1.95,
82
+ "learning_rate": 6.746031746031747e-06,
83
+ "loss": 0.0143,
84
+ "step": 55
85
+ },
86
+ {
87
+ "epoch": 1.98,
88
+ "eval_accuracy": 0.83,
89
+ "eval_loss": 1.1379410028457642,
90
+ "eval_runtime": 71.5138,
91
+ "eval_samples_per_second": 1.398,
92
+ "eval_steps_per_second": 0.182,
93
+ "step": 56
94
+ },
95
+ {
96
+ "epoch": 2.12,
97
+ "learning_rate": 6.349206349206349e-06,
98
+ "loss": 0.036,
99
+ "step": 60
100
+ },
101
+ {
102
+ "epoch": 2.3,
103
+ "learning_rate": 5.9523809523809525e-06,
104
+ "loss": 0.001,
105
+ "step": 65
106
+ },
107
+ {
108
+ "epoch": 2.48,
109
+ "learning_rate": 5.555555555555557e-06,
110
+ "loss": 0.0412,
111
+ "step": 70
112
+ },
113
+ {
114
+ "epoch": 2.65,
115
+ "learning_rate": 5.15873015873016e-06,
116
+ "loss": 0.001,
117
+ "step": 75
118
+ },
119
+ {
120
+ "epoch": 2.83,
121
+ "learning_rate": 4.761904761904762e-06,
122
+ "loss": 0.01,
123
+ "step": 80
124
+ },
125
+ {
126
+ "epoch": 2.97,
127
+ "eval_accuracy": 0.82,
128
+ "eval_loss": 1.1369585990905762,
129
+ "eval_runtime": 71.7929,
130
+ "eval_samples_per_second": 1.393,
131
+ "eval_steps_per_second": 0.181,
132
+ "step": 84
133
+ }
134
+ ],
135
+ "logging_steps": 5,
136
+ "max_steps": 140,
137
+ "num_train_epochs": 5,
138
+ "save_steps": 500,
139
+ "total_flos": 1.8401964823872e+17,
140
+ "trial_name": null,
141
+ "trial_params": null
142
+ }
checkpoint-84/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:94c8327b62c2d89df2d87b86e12181649733dbdfae7f66da82435847a359e69a
3
+ size 4600