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
|