Add model files
Browse files- all_results.json +15 -0
- config.json +76 -0
- preprocessor_config.json +8 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.json +15 -0
- trainer_state.json +1187 -0
- training_args.bin +3 -0
- vocab.json +1 -0
all_results.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 15.0,
|
3 |
+
"init_mem_cpu_alloc_delta": 51608,
|
4 |
+
"init_mem_cpu_peaked_delta": 18306,
|
5 |
+
"init_mem_gpu_alloc_delta": 1263971328,
|
6 |
+
"init_mem_gpu_peaked_delta": 0,
|
7 |
+
"total_flos": 1.1283763966907363e+19,
|
8 |
+
"train_mem_cpu_alloc_delta": 0,
|
9 |
+
"train_mem_cpu_peaked_delta": 0,
|
10 |
+
"train_mem_gpu_alloc_delta": 6388342272,
|
11 |
+
"train_mem_gpu_peaked_delta": 0,
|
12 |
+
"train_runtime": 24181.2335,
|
13 |
+
"train_samples": 3717,
|
14 |
+
"train_samples_per_second": 0.072
|
15 |
+
}
|
config.json
ADDED
@@ -0,0 +1,76 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "/workspace/data2/el/wav2vec2-large-xlsr-greek/checkpoint-1740",
|
3 |
+
"activation_dropout": 0.0,
|
4 |
+
"apply_spec_augment": true,
|
5 |
+
"architectures": [
|
6 |
+
"Wav2Vec2ForCTC"
|
7 |
+
],
|
8 |
+
"attention_dropout": 0.1,
|
9 |
+
"bos_token_id": 1,
|
10 |
+
"conv_bias": true,
|
11 |
+
"conv_dim": [
|
12 |
+
512,
|
13 |
+
512,
|
14 |
+
512,
|
15 |
+
512,
|
16 |
+
512,
|
17 |
+
512,
|
18 |
+
512
|
19 |
+
],
|
20 |
+
"conv_kernel": [
|
21 |
+
10,
|
22 |
+
3,
|
23 |
+
3,
|
24 |
+
3,
|
25 |
+
3,
|
26 |
+
2,
|
27 |
+
2
|
28 |
+
],
|
29 |
+
"conv_stride": [
|
30 |
+
5,
|
31 |
+
2,
|
32 |
+
2,
|
33 |
+
2,
|
34 |
+
2,
|
35 |
+
2,
|
36 |
+
2
|
37 |
+
],
|
38 |
+
"ctc_loss_reduction": "mean",
|
39 |
+
"ctc_zero_infinity": false,
|
40 |
+
"do_stable_layer_norm": true,
|
41 |
+
"eos_token_id": 2,
|
42 |
+
"feat_extract_activation": "gelu",
|
43 |
+
"feat_extract_dropout": 0.0,
|
44 |
+
"feat_extract_norm": "layer",
|
45 |
+
"feat_proj_dropout": 0.0,
|
46 |
+
"final_dropout": 0.0,
|
47 |
+
"gradient_checkpointing": true,
|
48 |
+
"hidden_act": "gelu",
|
49 |
+
"hidden_dropout": 0.1,
|
50 |
+
"hidden_size": 1024,
|
51 |
+
"initializer_range": 0.02,
|
52 |
+
"intermediate_size": 4096,
|
53 |
+
"layer_norm_eps": 1e-05,
|
54 |
+
"layerdrop": 0.1,
|
55 |
+
"mask_channel_length": 10,
|
56 |
+
"mask_channel_min_space": 1,
|
57 |
+
"mask_channel_other": 0.0,
|
58 |
+
"mask_channel_prob": 0.0,
|
59 |
+
"mask_channel_selection": "static",
|
60 |
+
"mask_feature_length": 10,
|
61 |
+
"mask_feature_prob": 0.0,
|
62 |
+
"mask_time_length": 10,
|
63 |
+
"mask_time_min_space": 1,
|
64 |
+
"mask_time_other": 0.0,
|
65 |
+
"mask_time_prob": 0.05,
|
66 |
+
"mask_time_selection": "static",
|
67 |
+
"model_type": "wav2vec2",
|
68 |
+
"num_attention_heads": 16,
|
69 |
+
"num_conv_pos_embedding_groups": 16,
|
70 |
+
"num_conv_pos_embeddings": 128,
|
71 |
+
"num_feat_extract_layers": 7,
|
72 |
+
"num_hidden_layers": 24,
|
73 |
+
"pad_token_id": 52,
|
74 |
+
"transformers_version": "4.5.0.dev0",
|
75 |
+
"vocab_size": 53
|
76 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"feature_size": 1,
|
4 |
+
"padding_side": "right",
|
5 |
+
"padding_value": 0.0,
|
6 |
+
"return_attention_mask": true,
|
7 |
+
"sampling_rate": 16000
|
8 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:41b50f52daeec4f293eca02ac9fda54c0214f7bc888f7bdeabf5d40fd90fb522
|
3 |
+
size 1262151127
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]"}
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|"}
|
train_results.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 15.0,
|
3 |
+
"init_mem_cpu_alloc_delta": 51608,
|
4 |
+
"init_mem_cpu_peaked_delta": 18306,
|
5 |
+
"init_mem_gpu_alloc_delta": 1263971328,
|
6 |
+
"init_mem_gpu_peaked_delta": 0,
|
7 |
+
"total_flos": 1.1283763966907363e+19,
|
8 |
+
"train_mem_cpu_alloc_delta": 0,
|
9 |
+
"train_mem_cpu_peaked_delta": 0,
|
10 |
+
"train_mem_gpu_alloc_delta": 6388342272,
|
11 |
+
"train_mem_gpu_peaked_delta": 0,
|
12 |
+
"train_runtime": 24181.2335,
|
13 |
+
"train_samples": 3717,
|
14 |
+
"train_samples_per_second": 0.072
|
15 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,1187 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.47945896840617747,
|
3 |
+
"best_model_checkpoint": "/workspace/data2/el/wav2vec2-large-xlsr-greek/checkpoint-1740",
|
4 |
+
"epoch": 14.995708154506438,
|
5 |
+
"global_step": 1740,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.09,
|
12 |
+
"learning_rate": 0.00015,
|
13 |
+
"loss": 18.1246,
|
14 |
+
"step": 10
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.17,
|
18 |
+
"learning_rate": 0.0003,
|
19 |
+
"loss": 16.1703,
|
20 |
+
"step": 20
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.26,
|
24 |
+
"learning_rate": 0.0002946428571428571,
|
25 |
+
"loss": 6.2477,
|
26 |
+
"step": 30
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.34,
|
30 |
+
"learning_rate": 0.00028928571428571425,
|
31 |
+
"loss": 3.5827,
|
32 |
+
"step": 40
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.43,
|
36 |
+
"learning_rate": 0.00028392857142857137,
|
37 |
+
"loss": 3.2333,
|
38 |
+
"step": 50
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.52,
|
42 |
+
"learning_rate": 0.00027857142857142854,
|
43 |
+
"loss": 3.1704,
|
44 |
+
"step": 60
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.6,
|
48 |
+
"learning_rate": 0.0002732142857142857,
|
49 |
+
"loss": 3.1395,
|
50 |
+
"step": 70
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.69,
|
54 |
+
"learning_rate": 0.00026785714285714287,
|
55 |
+
"loss": 3.1397,
|
56 |
+
"step": 80
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.77,
|
60 |
+
"learning_rate": 0.0002625,
|
61 |
+
"loss": 3.1298,
|
62 |
+
"step": 90
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.86,
|
66 |
+
"learning_rate": 0.0002571428571428571,
|
67 |
+
"loss": 3.1082,
|
68 |
+
"step": 100
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.94,
|
72 |
+
"learning_rate": 0.00025178571428571426,
|
73 |
+
"loss": 3.0917,
|
74 |
+
"step": 110
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 1.0,
|
78 |
+
"eval_loss": 3.068535089492798,
|
79 |
+
"eval_runtime": 645.4744,
|
80 |
+
"eval_samples_per_second": 2.358,
|
81 |
+
"eval_wer": 1.0,
|
82 |
+
"step": 116
|
83 |
+
},
|
84 |
+
{
|
85 |
+
"epoch": 1.03,
|
86 |
+
"learning_rate": 0.0002464285714285714,
|
87 |
+
"loss": 3.2085,
|
88 |
+
"step": 120
|
89 |
+
},
|
90 |
+
{
|
91 |
+
"epoch": 1.12,
|
92 |
+
"learning_rate": 0.00024107142857142857,
|
93 |
+
"loss": 3.0118,
|
94 |
+
"step": 130
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 1.21,
|
98 |
+
"learning_rate": 0.00023571428571428569,
|
99 |
+
"loss": 3.0139,
|
100 |
+
"step": 140
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 1.29,
|
104 |
+
"learning_rate": 0.00023035714285714285,
|
105 |
+
"loss": 3.0176,
|
106 |
+
"step": 150
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 1.38,
|
110 |
+
"learning_rate": 0.000225,
|
111 |
+
"loss": 2.9979,
|
112 |
+
"step": 160
|
113 |
+
},
|
114 |
+
{
|
115 |
+
"epoch": 1.46,
|
116 |
+
"learning_rate": 0.0002196428571428571,
|
117 |
+
"loss": 2.9721,
|
118 |
+
"step": 170
|
119 |
+
},
|
120 |
+
{
|
121 |
+
"epoch": 1.55,
|
122 |
+
"learning_rate": 0.00021428571428571427,
|
123 |
+
"loss": 2.9585,
|
124 |
+
"step": 180
|
125 |
+
},
|
126 |
+
{
|
127 |
+
"epoch": 1.64,
|
128 |
+
"learning_rate": 0.0002089285714285714,
|
129 |
+
"loss": 2.9578,
|
130 |
+
"step": 190
|
131 |
+
},
|
132 |
+
{
|
133 |
+
"epoch": 1.72,
|
134 |
+
"learning_rate": 0.00020357142857142856,
|
135 |
+
"loss": 2.9347,
|
136 |
+
"step": 200
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 1.81,
|
140 |
+
"learning_rate": 0.0001982142857142857,
|
141 |
+
"loss": 2.9348,
|
142 |
+
"step": 210
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 1.89,
|
146 |
+
"learning_rate": 0.00019285714285714286,
|
147 |
+
"loss": 2.9156,
|
148 |
+
"step": 220
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 1.98,
|
152 |
+
"learning_rate": 0.00018749999999999998,
|
153 |
+
"loss": 2.8911,
|
154 |
+
"step": 230
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 2.0,
|
158 |
+
"eval_loss": 2.9123377799987793,
|
159 |
+
"eval_runtime": 651.1025,
|
160 |
+
"eval_samples_per_second": 2.338,
|
161 |
+
"eval_wer": 1.0,
|
162 |
+
"step": 232
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 2.07,
|
166 |
+
"learning_rate": 0.00018214285714285712,
|
167 |
+
"loss": 3.002,
|
168 |
+
"step": 240
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 2.15,
|
172 |
+
"learning_rate": 0.00017678571428571428,
|
173 |
+
"loss": 2.7696,
|
174 |
+
"step": 250
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 2.24,
|
178 |
+
"learning_rate": 0.0001714285714285714,
|
179 |
+
"loss": 2.6308,
|
180 |
+
"step": 260
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 2.33,
|
184 |
+
"learning_rate": 0.00016607142857142857,
|
185 |
+
"loss": 2.3949,
|
186 |
+
"step": 270
|
187 |
+
},
|
188 |
+
{
|
189 |
+
"epoch": 2.41,
|
190 |
+
"learning_rate": 0.0001607142857142857,
|
191 |
+
"loss": 2.0719,
|
192 |
+
"step": 280
|
193 |
+
},
|
194 |
+
{
|
195 |
+
"epoch": 2.5,
|
196 |
+
"learning_rate": 0.00015535714285714285,
|
197 |
+
"loss": 1.7915,
|
198 |
+
"step": 290
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 2.58,
|
202 |
+
"learning_rate": 0.00015,
|
203 |
+
"loss": 1.5479,
|
204 |
+
"step": 300
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 2.67,
|
208 |
+
"learning_rate": 0.00014464285714285713,
|
209 |
+
"loss": 1.4167,
|
210 |
+
"step": 310
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 2.76,
|
214 |
+
"learning_rate": 0.00013928571428571427,
|
215 |
+
"loss": 1.2183,
|
216 |
+
"step": 320
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 2.84,
|
220 |
+
"learning_rate": 0.00013392857142857144,
|
221 |
+
"loss": 1.1713,
|
222 |
+
"step": 330
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 2.93,
|
226 |
+
"learning_rate": 0.00012857142857142855,
|
227 |
+
"loss": 1.0325,
|
228 |
+
"step": 340
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 3.0,
|
232 |
+
"eval_loss": 0.8776374459266663,
|
233 |
+
"eval_runtime": 651.452,
|
234 |
+
"eval_samples_per_second": 2.336,
|
235 |
+
"eval_wer": 0.8105380034319168,
|
236 |
+
"step": 348
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 3.02,
|
240 |
+
"learning_rate": 0.0001232142857142857,
|
241 |
+
"loss": 0.9978,
|
242 |
+
"step": 350
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 3.1,
|
246 |
+
"learning_rate": 0.00011785714285714284,
|
247 |
+
"loss": 0.8941,
|
248 |
+
"step": 360
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 3.19,
|
252 |
+
"learning_rate": 0.0001125,
|
253 |
+
"loss": 0.875,
|
254 |
+
"step": 370
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 3.27,
|
258 |
+
"learning_rate": 0.00010714285714285714,
|
259 |
+
"loss": 0.801,
|
260 |
+
"step": 380
|
261 |
+
},
|
262 |
+
{
|
263 |
+
"epoch": 3.36,
|
264 |
+
"learning_rate": 0.00010178571428571428,
|
265 |
+
"loss": 0.7847,
|
266 |
+
"step": 390
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 3.45,
|
270 |
+
"learning_rate": 9.642857142857143e-05,
|
271 |
+
"loss": 0.6949,
|
272 |
+
"step": 400
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 3.53,
|
276 |
+
"learning_rate": 9.107142857142856e-05,
|
277 |
+
"loss": 0.7307,
|
278 |
+
"step": 410
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 3.62,
|
282 |
+
"learning_rate": 8.57142857142857e-05,
|
283 |
+
"loss": 0.6729,
|
284 |
+
"step": 420
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 3.7,
|
288 |
+
"learning_rate": 8.035714285714285e-05,
|
289 |
+
"loss": 0.6699,
|
290 |
+
"step": 430
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 3.79,
|
294 |
+
"learning_rate": 7.5e-05,
|
295 |
+
"loss": 0.6768,
|
296 |
+
"step": 440
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 3.88,
|
300 |
+
"learning_rate": 6.964285714285713e-05,
|
301 |
+
"loss": 0.6459,
|
302 |
+
"step": 450
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 3.96,
|
306 |
+
"learning_rate": 6.428571428571427e-05,
|
307 |
+
"loss": 0.6589,
|
308 |
+
"step": 460
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 4.0,
|
312 |
+
"eval_loss": 0.6442593336105347,
|
313 |
+
"eval_runtime": 653.4327,
|
314 |
+
"eval_samples_per_second": 2.329,
|
315 |
+
"eval_wer": 0.7133340062582013,
|
316 |
+
"step": 464
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 4.05,
|
320 |
+
"learning_rate": 5.892857142857142e-05,
|
321 |
+
"loss": 0.6647,
|
322 |
+
"step": 470
|
323 |
+
},
|
324 |
+
{
|
325 |
+
"epoch": 4.14,
|
326 |
+
"learning_rate": 5.357142857142857e-05,
|
327 |
+
"loss": 0.6859,
|
328 |
+
"step": 480
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 4.22,
|
332 |
+
"learning_rate": 4.8214285714285716e-05,
|
333 |
+
"loss": 0.6298,
|
334 |
+
"step": 490
|
335 |
+
},
|
336 |
+
{
|
337 |
+
"epoch": 4.31,
|
338 |
+
"learning_rate": 4.285714285714285e-05,
|
339 |
+
"loss": 0.6076,
|
340 |
+
"step": 500
|
341 |
+
},
|
342 |
+
{
|
343 |
+
"epoch": 4.39,
|
344 |
+
"learning_rate": 3.75e-05,
|
345 |
+
"loss": 0.5485,
|
346 |
+
"step": 510
|
347 |
+
},
|
348 |
+
{
|
349 |
+
"epoch": 4.48,
|
350 |
+
"learning_rate": 3.214285714285714e-05,
|
351 |
+
"loss": 0.5852,
|
352 |
+
"step": 520
|
353 |
+
},
|
354 |
+
{
|
355 |
+
"epoch": 4.57,
|
356 |
+
"learning_rate": 2.6785714285714284e-05,
|
357 |
+
"loss": 0.5452,
|
358 |
+
"step": 530
|
359 |
+
},
|
360 |
+
{
|
361 |
+
"epoch": 4.65,
|
362 |
+
"learning_rate": 2.1428571428571425e-05,
|
363 |
+
"loss": 0.5593,
|
364 |
+
"step": 540
|
365 |
+
},
|
366 |
+
{
|
367 |
+
"epoch": 4.74,
|
368 |
+
"learning_rate": 1.607142857142857e-05,
|
369 |
+
"loss": 0.5316,
|
370 |
+
"step": 550
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 4.82,
|
374 |
+
"learning_rate": 1.0714285714285712e-05,
|
375 |
+
"loss": 0.5742,
|
376 |
+
"step": 560
|
377 |
+
},
|
378 |
+
{
|
379 |
+
"epoch": 4.91,
|
380 |
+
"learning_rate": 5.357142857142856e-06,
|
381 |
+
"loss": 0.5978,
|
382 |
+
"step": 570
|
383 |
+
},
|
384 |
+
{
|
385 |
+
"epoch": 5.0,
|
386 |
+
"learning_rate": 0.0,
|
387 |
+
"loss": 0.5398,
|
388 |
+
"step": 580
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 5.0,
|
392 |
+
"eval_loss": 0.6011346578598022,
|
393 |
+
"eval_runtime": 660.5778,
|
394 |
+
"eval_samples_per_second": 2.304,
|
395 |
+
"eval_wer": 0.687998384980317,
|
396 |
+
"step": 580
|
397 |
+
},
|
398 |
+
{
|
399 |
+
"epoch": 5.09,
|
400 |
+
"learning_rate": 0.0002005813953488372,
|
401 |
+
"loss": 0.5457,
|
402 |
+
"step": 590
|
403 |
+
},
|
404 |
+
{
|
405 |
+
"epoch": 5.17,
|
406 |
+
"learning_rate": 0.00019883720930232555,
|
407 |
+
"loss": 0.5124,
|
408 |
+
"step": 600
|
409 |
+
},
|
410 |
+
{
|
411 |
+
"epoch": 5.26,
|
412 |
+
"learning_rate": 0.00019709302325581393,
|
413 |
+
"loss": 0.5249,
|
414 |
+
"step": 610
|
415 |
+
},
|
416 |
+
{
|
417 |
+
"epoch": 5.34,
|
418 |
+
"learning_rate": 0.00019534883720930232,
|
419 |
+
"loss": 0.5133,
|
420 |
+
"step": 620
|
421 |
+
},
|
422 |
+
{
|
423 |
+
"epoch": 5.43,
|
424 |
+
"learning_rate": 0.00019360465116279068,
|
425 |
+
"loss": 0.5288,
|
426 |
+
"step": 630
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 5.52,
|
430 |
+
"learning_rate": 0.00019186046511627906,
|
431 |
+
"loss": 0.544,
|
432 |
+
"step": 640
|
433 |
+
},
|
434 |
+
{
|
435 |
+
"epoch": 5.6,
|
436 |
+
"learning_rate": 0.00019011627906976742,
|
437 |
+
"loss": 0.5013,
|
438 |
+
"step": 650
|
439 |
+
},
|
440 |
+
{
|
441 |
+
"epoch": 5.69,
|
442 |
+
"learning_rate": 0.0001883720930232558,
|
443 |
+
"loss": 0.4729,
|
444 |
+
"step": 660
|
445 |
+
},
|
446 |
+
{
|
447 |
+
"epoch": 5.77,
|
448 |
+
"learning_rate": 0.00018662790697674417,
|
449 |
+
"loss": 0.5257,
|
450 |
+
"step": 670
|
451 |
+
},
|
452 |
+
{
|
453 |
+
"epoch": 5.86,
|
454 |
+
"learning_rate": 0.00018488372093023253,
|
455 |
+
"loss": 0.5418,
|
456 |
+
"step": 680
|
457 |
+
},
|
458 |
+
{
|
459 |
+
"epoch": 5.94,
|
460 |
+
"learning_rate": 0.00018313953488372092,
|
461 |
+
"loss": 0.4751,
|
462 |
+
"step": 690
|
463 |
+
},
|
464 |
+
{
|
465 |
+
"epoch": 6.0,
|
466 |
+
"eval_loss": 0.5606071352958679,
|
467 |
+
"eval_runtime": 650.6852,
|
468 |
+
"eval_samples_per_second": 2.339,
|
469 |
+
"eval_wer": 0.630766124962148,
|
470 |
+
"step": 696
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 6.03,
|
474 |
+
"learning_rate": 0.00018139534883720928,
|
475 |
+
"loss": 0.5154,
|
476 |
+
"step": 700
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 6.12,
|
480 |
+
"learning_rate": 0.00017965116279069763,
|
481 |
+
"loss": 0.4327,
|
482 |
+
"step": 710
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 6.21,
|
486 |
+
"learning_rate": 0.00017790697674418605,
|
487 |
+
"loss": 0.4265,
|
488 |
+
"step": 720
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 6.29,
|
492 |
+
"learning_rate": 0.0001761627906976744,
|
493 |
+
"loss": 0.4695,
|
494 |
+
"step": 730
|
495 |
+
},
|
496 |
+
{
|
497 |
+
"epoch": 6.38,
|
498 |
+
"learning_rate": 0.0001744186046511628,
|
499 |
+
"loss": 0.4606,
|
500 |
+
"step": 740
|
501 |
+
},
|
502 |
+
{
|
503 |
+
"epoch": 6.46,
|
504 |
+
"learning_rate": 0.00017267441860465115,
|
505 |
+
"loss": 0.4286,
|
506 |
+
"step": 750
|
507 |
+
},
|
508 |
+
{
|
509 |
+
"epoch": 6.55,
|
510 |
+
"learning_rate": 0.0001709302325581395,
|
511 |
+
"loss": 0.4215,
|
512 |
+
"step": 760
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 6.64,
|
516 |
+
"learning_rate": 0.0001691860465116279,
|
517 |
+
"loss": 0.4614,
|
518 |
+
"step": 770
|
519 |
+
},
|
520 |
+
{
|
521 |
+
"epoch": 6.72,
|
522 |
+
"learning_rate": 0.00016744186046511626,
|
523 |
+
"loss": 0.4296,
|
524 |
+
"step": 780
|
525 |
+
},
|
526 |
+
{
|
527 |
+
"epoch": 6.81,
|
528 |
+
"learning_rate": 0.00016569767441860464,
|
529 |
+
"loss": 0.4462,
|
530 |
+
"step": 790
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 6.89,
|
534 |
+
"learning_rate": 0.000163953488372093,
|
535 |
+
"loss": 0.4255,
|
536 |
+
"step": 800
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 6.98,
|
540 |
+
"learning_rate": 0.00016220930232558136,
|
541 |
+
"loss": 0.4463,
|
542 |
+
"step": 810
|
543 |
+
},
|
544 |
+
{
|
545 |
+
"epoch": 7.0,
|
546 |
+
"eval_loss": 0.5151863694190979,
|
547 |
+
"eval_runtime": 657.3854,
|
548 |
+
"eval_samples_per_second": 2.315,
|
549 |
+
"eval_wer": 0.5907943878066014,
|
550 |
+
"step": 812
|
551 |
+
},
|
552 |
+
{
|
553 |
+
"epoch": 7.07,
|
554 |
+
"learning_rate": 0.00016046511627906975,
|
555 |
+
"loss": 0.4279,
|
556 |
+
"step": 820
|
557 |
+
},
|
558 |
+
{
|
559 |
+
"epoch": 7.15,
|
560 |
+
"learning_rate": 0.00015872093023255814,
|
561 |
+
"loss": 0.3671,
|
562 |
+
"step": 830
|
563 |
+
},
|
564 |
+
{
|
565 |
+
"epoch": 7.24,
|
566 |
+
"learning_rate": 0.00015697674418604652,
|
567 |
+
"loss": 0.3694,
|
568 |
+
"step": 840
|
569 |
+
},
|
570 |
+
{
|
571 |
+
"epoch": 7.33,
|
572 |
+
"learning_rate": 0.00015523255813953488,
|
573 |
+
"loss": 0.3549,
|
574 |
+
"step": 850
|
575 |
+
},
|
576 |
+
{
|
577 |
+
"epoch": 7.41,
|
578 |
+
"learning_rate": 0.00015348837209302324,
|
579 |
+
"loss": 0.3853,
|
580 |
+
"step": 860
|
581 |
+
},
|
582 |
+
{
|
583 |
+
"epoch": 7.5,
|
584 |
+
"learning_rate": 0.00015174418604651163,
|
585 |
+
"loss": 0.3637,
|
586 |
+
"step": 870
|
587 |
+
},
|
588 |
+
{
|
589 |
+
"epoch": 7.58,
|
590 |
+
"learning_rate": 0.00015,
|
591 |
+
"loss": 0.3457,
|
592 |
+
"step": 880
|
593 |
+
},
|
594 |
+
{
|
595 |
+
"epoch": 7.67,
|
596 |
+
"learning_rate": 0.00014825581395348835,
|
597 |
+
"loss": 0.3741,
|
598 |
+
"step": 890
|
599 |
+
},
|
600 |
+
{
|
601 |
+
"epoch": 7.76,
|
602 |
+
"learning_rate": 0.00014651162790697673,
|
603 |
+
"loss": 0.3726,
|
604 |
+
"step": 900
|
605 |
+
},
|
606 |
+
{
|
607 |
+
"epoch": 7.84,
|
608 |
+
"learning_rate": 0.00014476744186046512,
|
609 |
+
"loss": 0.3297,
|
610 |
+
"step": 910
|
611 |
+
},
|
612 |
+
{
|
613 |
+
"epoch": 7.93,
|
614 |
+
"learning_rate": 0.00014302325581395348,
|
615 |
+
"loss": 0.3659,
|
616 |
+
"step": 920
|
617 |
+
},
|
618 |
+
{
|
619 |
+
"epoch": 8.0,
|
620 |
+
"eval_loss": 0.4685789942741394,
|
621 |
+
"eval_runtime": 658.0802,
|
622 |
+
"eval_samples_per_second": 2.313,
|
623 |
+
"eval_wer": 0.5541536287473504,
|
624 |
+
"step": 928
|
625 |
+
},
|
626 |
+
{
|
627 |
+
"epoch": 8.02,
|
628 |
+
"learning_rate": 0.00014127906976744184,
|
629 |
+
"loss": 0.37,
|
630 |
+
"step": 930
|
631 |
+
},
|
632 |
+
{
|
633 |
+
"epoch": 8.1,
|
634 |
+
"learning_rate": 0.00013953488372093022,
|
635 |
+
"loss": 0.3217,
|
636 |
+
"step": 940
|
637 |
+
},
|
638 |
+
{
|
639 |
+
"epoch": 8.19,
|
640 |
+
"learning_rate": 0.00013779069767441858,
|
641 |
+
"loss": 0.3995,
|
642 |
+
"step": 950
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 8.27,
|
646 |
+
"learning_rate": 0.00013604651162790697,
|
647 |
+
"loss": 0.351,
|
648 |
+
"step": 960
|
649 |
+
},
|
650 |
+
{
|
651 |
+
"epoch": 8.36,
|
652 |
+
"learning_rate": 0.00013430232558139533,
|
653 |
+
"loss": 0.298,
|
654 |
+
"step": 970
|
655 |
+
},
|
656 |
+
{
|
657 |
+
"epoch": 8.45,
|
658 |
+
"learning_rate": 0.00013255813953488372,
|
659 |
+
"loss": 0.2876,
|
660 |
+
"step": 980
|
661 |
+
},
|
662 |
+
{
|
663 |
+
"epoch": 8.53,
|
664 |
+
"learning_rate": 0.00013081395348837207,
|
665 |
+
"loss": 0.3023,
|
666 |
+
"step": 990
|
667 |
+
},
|
668 |
+
{
|
669 |
+
"epoch": 8.62,
|
670 |
+
"learning_rate": 0.00012906976744186046,
|
671 |
+
"loss": 0.2861,
|
672 |
+
"step": 1000
|
673 |
+
},
|
674 |
+
{
|
675 |
+
"epoch": 8.7,
|
676 |
+
"learning_rate": 0.00012732558139534882,
|
677 |
+
"loss": 0.3058,
|
678 |
+
"step": 1010
|
679 |
+
},
|
680 |
+
{
|
681 |
+
"epoch": 8.79,
|
682 |
+
"learning_rate": 0.0001255813953488372,
|
683 |
+
"loss": 0.3048,
|
684 |
+
"step": 1020
|
685 |
+
},
|
686 |
+
{
|
687 |
+
"epoch": 8.88,
|
688 |
+
"learning_rate": 0.00012383720930232557,
|
689 |
+
"loss": 0.3093,
|
690 |
+
"step": 1030
|
691 |
+
},
|
692 |
+
{
|
693 |
+
"epoch": 8.96,
|
694 |
+
"learning_rate": 0.00012209302325581395,
|
695 |
+
"loss": 0.2921,
|
696 |
+
"step": 1040
|
697 |
+
},
|
698 |
+
{
|
699 |
+
"epoch": 9.0,
|
700 |
+
"eval_loss": 0.4716265797615051,
|
701 |
+
"eval_runtime": 661.023,
|
702 |
+
"eval_samples_per_second": 2.302,
|
703 |
+
"eval_wer": 0.5510245281114363,
|
704 |
+
"step": 1044
|
705 |
+
},
|
706 |
+
{
|
707 |
+
"epoch": 9.05,
|
708 |
+
"learning_rate": 0.00012034883720930231,
|
709 |
+
"loss": 0.2875,
|
710 |
+
"step": 1050
|
711 |
+
},
|
712 |
+
{
|
713 |
+
"epoch": 9.14,
|
714 |
+
"learning_rate": 0.00011860465116279069,
|
715 |
+
"loss": 0.2854,
|
716 |
+
"step": 1060
|
717 |
+
},
|
718 |
+
{
|
719 |
+
"epoch": 9.22,
|
720 |
+
"learning_rate": 0.00011686046511627907,
|
721 |
+
"loss": 0.2508,
|
722 |
+
"step": 1070
|
723 |
+
},
|
724 |
+
{
|
725 |
+
"epoch": 9.31,
|
726 |
+
"learning_rate": 0.00011511627906976743,
|
727 |
+
"loss": 0.2777,
|
728 |
+
"step": 1080
|
729 |
+
},
|
730 |
+
{
|
731 |
+
"epoch": 9.39,
|
732 |
+
"learning_rate": 0.0001133720930232558,
|
733 |
+
"loss": 0.3192,
|
734 |
+
"step": 1090
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 9.48,
|
738 |
+
"learning_rate": 0.00011162790697674418,
|
739 |
+
"loss": 0.2474,
|
740 |
+
"step": 1100
|
741 |
+
},
|
742 |
+
{
|
743 |
+
"epoch": 9.57,
|
744 |
+
"learning_rate": 0.00010988372093023255,
|
745 |
+
"loss": 0.2736,
|
746 |
+
"step": 1110
|
747 |
+
},
|
748 |
+
{
|
749 |
+
"epoch": 9.65,
|
750 |
+
"learning_rate": 0.00010813953488372091,
|
751 |
+
"loss": 0.2469,
|
752 |
+
"step": 1120
|
753 |
+
},
|
754 |
+
{
|
755 |
+
"epoch": 9.74,
|
756 |
+
"learning_rate": 0.0001063953488372093,
|
757 |
+
"loss": 0.2496,
|
758 |
+
"step": 1130
|
759 |
+
},
|
760 |
+
{
|
761 |
+
"epoch": 9.82,
|
762 |
+
"learning_rate": 0.00010465116279069767,
|
763 |
+
"loss": 0.2333,
|
764 |
+
"step": 1140
|
765 |
+
},
|
766 |
+
{
|
767 |
+
"epoch": 9.91,
|
768 |
+
"learning_rate": 0.00010290697674418604,
|
769 |
+
"loss": 0.262,
|
770 |
+
"step": 1150
|
771 |
+
},
|
772 |
+
{
|
773 |
+
"epoch": 10.0,
|
774 |
+
"learning_rate": 0.0001011627906976744,
|
775 |
+
"loss": 0.2861,
|
776 |
+
"step": 1160
|
777 |
+
},
|
778 |
+
{
|
779 |
+
"epoch": 10.0,
|
780 |
+
"eval_loss": 0.4394018054008484,
|
781 |
+
"eval_runtime": 663.2479,
|
782 |
+
"eval_samples_per_second": 2.295,
|
783 |
+
"eval_wer": 0.5216513576259211,
|
784 |
+
"step": 1160
|
785 |
+
},
|
786 |
+
{
|
787 |
+
"epoch": 10.09,
|
788 |
+
"learning_rate": 9.941860465116277e-05,
|
789 |
+
"loss": 0.2817,
|
790 |
+
"step": 1170
|
791 |
+
},
|
792 |
+
{
|
793 |
+
"epoch": 10.17,
|
794 |
+
"learning_rate": 9.767441860465116e-05,
|
795 |
+
"loss": 0.257,
|
796 |
+
"step": 1180
|
797 |
+
},
|
798 |
+
{
|
799 |
+
"epoch": 10.26,
|
800 |
+
"learning_rate": 9.593023255813953e-05,
|
801 |
+
"loss": 0.2181,
|
802 |
+
"step": 1190
|
803 |
+
},
|
804 |
+
{
|
805 |
+
"epoch": 10.34,
|
806 |
+
"learning_rate": 9.41860465116279e-05,
|
807 |
+
"loss": 0.2173,
|
808 |
+
"step": 1200
|
809 |
+
},
|
810 |
+
{
|
811 |
+
"epoch": 10.43,
|
812 |
+
"learning_rate": 9.244186046511626e-05,
|
813 |
+
"loss": 0.261,
|
814 |
+
"step": 1210
|
815 |
+
},
|
816 |
+
{
|
817 |
+
"epoch": 10.52,
|
818 |
+
"learning_rate": 9.069767441860464e-05,
|
819 |
+
"loss": 0.1942,
|
820 |
+
"step": 1220
|
821 |
+
},
|
822 |
+
{
|
823 |
+
"epoch": 10.6,
|
824 |
+
"learning_rate": 8.895348837209302e-05,
|
825 |
+
"loss": 0.2252,
|
826 |
+
"step": 1230
|
827 |
+
},
|
828 |
+
{
|
829 |
+
"epoch": 10.69,
|
830 |
+
"learning_rate": 8.72093023255814e-05,
|
831 |
+
"loss": 0.2256,
|
832 |
+
"step": 1240
|
833 |
+
},
|
834 |
+
{
|
835 |
+
"epoch": 10.77,
|
836 |
+
"learning_rate": 8.546511627906976e-05,
|
837 |
+
"loss": 0.2071,
|
838 |
+
"step": 1250
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 10.86,
|
842 |
+
"learning_rate": 8.372093023255813e-05,
|
843 |
+
"loss": 0.2457,
|
844 |
+
"step": 1260
|
845 |
+
},
|
846 |
+
{
|
847 |
+
"epoch": 10.94,
|
848 |
+
"learning_rate": 8.19767441860465e-05,
|
849 |
+
"loss": 0.221,
|
850 |
+
"step": 1270
|
851 |
+
},
|
852 |
+
{
|
853 |
+
"epoch": 11.0,
|
854 |
+
"eval_loss": 0.42013201117515564,
|
855 |
+
"eval_runtime": 666.5166,
|
856 |
+
"eval_samples_per_second": 2.284,
|
857 |
+
"eval_wer": 0.508731200161502,
|
858 |
+
"step": 1276
|
859 |
+
},
|
860 |
+
{
|
861 |
+
"epoch": 11.03,
|
862 |
+
"learning_rate": 8.023255813953487e-05,
|
863 |
+
"loss": 0.2529,
|
864 |
+
"step": 1280
|
865 |
+
},
|
866 |
+
{
|
867 |
+
"epoch": 11.12,
|
868 |
+
"learning_rate": 7.848837209302326e-05,
|
869 |
+
"loss": 0.1994,
|
870 |
+
"step": 1290
|
871 |
+
},
|
872 |
+
{
|
873 |
+
"epoch": 11.21,
|
874 |
+
"learning_rate": 7.674418604651162e-05,
|
875 |
+
"loss": 0.2158,
|
876 |
+
"step": 1300
|
877 |
+
},
|
878 |
+
{
|
879 |
+
"epoch": 11.29,
|
880 |
+
"learning_rate": 7.5e-05,
|
881 |
+
"loss": 0.1888,
|
882 |
+
"step": 1310
|
883 |
+
},
|
884 |
+
{
|
885 |
+
"epoch": 11.38,
|
886 |
+
"learning_rate": 7.325581395348837e-05,
|
887 |
+
"loss": 0.2134,
|
888 |
+
"step": 1320
|
889 |
+
},
|
890 |
+
{
|
891 |
+
"epoch": 11.46,
|
892 |
+
"learning_rate": 7.151162790697674e-05,
|
893 |
+
"loss": 0.2182,
|
894 |
+
"step": 1330
|
895 |
+
},
|
896 |
+
{
|
897 |
+
"epoch": 11.55,
|
898 |
+
"learning_rate": 6.976744186046511e-05,
|
899 |
+
"loss": 0.2357,
|
900 |
+
"step": 1340
|
901 |
+
},
|
902 |
+
{
|
903 |
+
"epoch": 11.64,
|
904 |
+
"learning_rate": 6.802325581395348e-05,
|
905 |
+
"loss": 0.2091,
|
906 |
+
"step": 1350
|
907 |
+
},
|
908 |
+
{
|
909 |
+
"epoch": 11.72,
|
910 |
+
"learning_rate": 6.627906976744186e-05,
|
911 |
+
"loss": 0.1894,
|
912 |
+
"step": 1360
|
913 |
+
},
|
914 |
+
{
|
915 |
+
"epoch": 11.81,
|
916 |
+
"learning_rate": 6.453488372093023e-05,
|
917 |
+
"loss": 0.205,
|
918 |
+
"step": 1370
|
919 |
+
},
|
920 |
+
{
|
921 |
+
"epoch": 11.89,
|
922 |
+
"learning_rate": 6.27906976744186e-05,
|
923 |
+
"loss": 0.1775,
|
924 |
+
"step": 1380
|
925 |
+
},
|
926 |
+
{
|
927 |
+
"epoch": 11.98,
|
928 |
+
"learning_rate": 6.104651162790698e-05,
|
929 |
+
"loss": 0.1736,
|
930 |
+
"step": 1390
|
931 |
+
},
|
932 |
+
{
|
933 |
+
"epoch": 12.0,
|
934 |
+
"eval_loss": 0.43105581402778625,
|
935 |
+
"eval_runtime": 661.3357,
|
936 |
+
"eval_samples_per_second": 2.301,
|
937 |
+
"eval_wer": 0.49934389825375997,
|
938 |
+
"step": 1392
|
939 |
+
},
|
940 |
+
{
|
941 |
+
"epoch": 12.07,
|
942 |
+
"learning_rate": 5.930232558139534e-05,
|
943 |
+
"loss": 0.1956,
|
944 |
+
"step": 1400
|
945 |
+
},
|
946 |
+
{
|
947 |
+
"epoch": 12.15,
|
948 |
+
"learning_rate": 5.7558139534883715e-05,
|
949 |
+
"loss": 0.1675,
|
950 |
+
"step": 1410
|
951 |
+
},
|
952 |
+
{
|
953 |
+
"epoch": 12.24,
|
954 |
+
"learning_rate": 5.581395348837209e-05,
|
955 |
+
"loss": 0.2014,
|
956 |
+
"step": 1420
|
957 |
+
},
|
958 |
+
{
|
959 |
+
"epoch": 12.33,
|
960 |
+
"learning_rate": 5.4069767441860454e-05,
|
961 |
+
"loss": 0.1966,
|
962 |
+
"step": 1430
|
963 |
+
},
|
964 |
+
{
|
965 |
+
"epoch": 12.41,
|
966 |
+
"learning_rate": 5.2325581395348834e-05,
|
967 |
+
"loss": 0.1837,
|
968 |
+
"step": 1440
|
969 |
+
},
|
970 |
+
{
|
971 |
+
"epoch": 12.5,
|
972 |
+
"learning_rate": 5.05813953488372e-05,
|
973 |
+
"loss": 0.1972,
|
974 |
+
"step": 1450
|
975 |
+
},
|
976 |
+
{
|
977 |
+
"epoch": 12.58,
|
978 |
+
"learning_rate": 4.883720930232558e-05,
|
979 |
+
"loss": 0.1936,
|
980 |
+
"step": 1460
|
981 |
+
},
|
982 |
+
{
|
983 |
+
"epoch": 12.67,
|
984 |
+
"learning_rate": 4.709302325581395e-05,
|
985 |
+
"loss": 0.172,
|
986 |
+
"step": 1470
|
987 |
+
},
|
988 |
+
{
|
989 |
+
"epoch": 12.76,
|
990 |
+
"learning_rate": 4.534883720930232e-05,
|
991 |
+
"loss": 0.2008,
|
992 |
+
"step": 1480
|
993 |
+
},
|
994 |
+
{
|
995 |
+
"epoch": 12.84,
|
996 |
+
"learning_rate": 4.36046511627907e-05,
|
997 |
+
"loss": 0.1668,
|
998 |
+
"step": 1490
|
999 |
+
},
|
1000 |
+
{
|
1001 |
+
"epoch": 12.93,
|
1002 |
+
"learning_rate": 4.1860465116279065e-05,
|
1003 |
+
"loss": 0.1796,
|
1004 |
+
"step": 1500
|
1005 |
+
},
|
1006 |
+
{
|
1007 |
+
"epoch": 13.0,
|
1008 |
+
"eval_loss": 0.4192411005496979,
|
1009 |
+
"eval_runtime": 664.4607,
|
1010 |
+
"eval_samples_per_second": 2.291,
|
1011 |
+
"eval_wer": 0.48299182396285456,
|
1012 |
+
"step": 1508
|
1013 |
+
},
|
1014 |
+
{
|
1015 |
+
"epoch": 13.02,
|
1016 |
+
"learning_rate": 4.011627906976744e-05,
|
1017 |
+
"loss": 0.185,
|
1018 |
+
"step": 1510
|
1019 |
+
},
|
1020 |
+
{
|
1021 |
+
"epoch": 13.1,
|
1022 |
+
"learning_rate": 3.837209302325581e-05,
|
1023 |
+
"loss": 0.1469,
|
1024 |
+
"step": 1520
|
1025 |
+
},
|
1026 |
+
{
|
1027 |
+
"epoch": 13.19,
|
1028 |
+
"learning_rate": 3.662790697674418e-05,
|
1029 |
+
"loss": 0.2046,
|
1030 |
+
"step": 1530
|
1031 |
+
},
|
1032 |
+
{
|
1033 |
+
"epoch": 13.27,
|
1034 |
+
"learning_rate": 3.4883720930232556e-05,
|
1035 |
+
"loss": 0.1514,
|
1036 |
+
"step": 1540
|
1037 |
+
},
|
1038 |
+
{
|
1039 |
+
"epoch": 13.36,
|
1040 |
+
"learning_rate": 3.313953488372093e-05,
|
1041 |
+
"loss": 0.1649,
|
1042 |
+
"step": 1550
|
1043 |
+
},
|
1044 |
+
{
|
1045 |
+
"epoch": 13.45,
|
1046 |
+
"learning_rate": 3.13953488372093e-05,
|
1047 |
+
"loss": 0.1787,
|
1048 |
+
"step": 1560
|
1049 |
+
},
|
1050 |
+
{
|
1051 |
+
"epoch": 13.53,
|
1052 |
+
"learning_rate": 2.965116279069767e-05,
|
1053 |
+
"loss": 0.1808,
|
1054 |
+
"step": 1570
|
1055 |
+
},
|
1056 |
+
{
|
1057 |
+
"epoch": 13.62,
|
1058 |
+
"learning_rate": 2.7906976744186044e-05,
|
1059 |
+
"loss": 0.1292,
|
1060 |
+
"step": 1580
|
1061 |
+
},
|
1062 |
+
{
|
1063 |
+
"epoch": 13.7,
|
1064 |
+
"learning_rate": 2.6162790697674417e-05,
|
1065 |
+
"loss": 0.1767,
|
1066 |
+
"step": 1590
|
1067 |
+
},
|
1068 |
+
{
|
1069 |
+
"epoch": 13.79,
|
1070 |
+
"learning_rate": 2.441860465116279e-05,
|
1071 |
+
"loss": 0.1596,
|
1072 |
+
"step": 1600
|
1073 |
+
},
|
1074 |
+
{
|
1075 |
+
"epoch": 13.88,
|
1076 |
+
"learning_rate": 2.267441860465116e-05,
|
1077 |
+
"loss": 0.2036,
|
1078 |
+
"step": 1610
|
1079 |
+
},
|
1080 |
+
{
|
1081 |
+
"epoch": 13.96,
|
1082 |
+
"learning_rate": 2.0930232558139532e-05,
|
1083 |
+
"loss": 0.1593,
|
1084 |
+
"step": 1620
|
1085 |
+
},
|
1086 |
+
{
|
1087 |
+
"epoch": 14.0,
|
1088 |
+
"eval_loss": 0.42025962471961975,
|
1089 |
+
"eval_runtime": 664.1839,
|
1090 |
+
"eval_samples_per_second": 2.292,
|
1091 |
+
"eval_wer": 0.4830927626930453,
|
1092 |
+
"step": 1624
|
1093 |
+
},
|
1094 |
+
{
|
1095 |
+
"epoch": 14.05,
|
1096 |
+
"learning_rate": 1.9186046511627905e-05,
|
1097 |
+
"loss": 0.1429,
|
1098 |
+
"step": 1630
|
1099 |
+
},
|
1100 |
+
{
|
1101 |
+
"epoch": 14.14,
|
1102 |
+
"learning_rate": 1.7441860465116278e-05,
|
1103 |
+
"loss": 0.1558,
|
1104 |
+
"step": 1640
|
1105 |
+
},
|
1106 |
+
{
|
1107 |
+
"epoch": 14.22,
|
1108 |
+
"learning_rate": 1.569767441860465e-05,
|
1109 |
+
"loss": 0.1598,
|
1110 |
+
"step": 1650
|
1111 |
+
},
|
1112 |
+
{
|
1113 |
+
"epoch": 14.31,
|
1114 |
+
"learning_rate": 1.3953488372093022e-05,
|
1115 |
+
"loss": 0.1598,
|
1116 |
+
"step": 1660
|
1117 |
+
},
|
1118 |
+
{
|
1119 |
+
"epoch": 14.39,
|
1120 |
+
"learning_rate": 1.2209302325581395e-05,
|
1121 |
+
"loss": 0.1742,
|
1122 |
+
"step": 1670
|
1123 |
+
},
|
1124 |
+
{
|
1125 |
+
"epoch": 14.48,
|
1126 |
+
"learning_rate": 1.0465116279069766e-05,
|
1127 |
+
"loss": 0.1402,
|
1128 |
+
"step": 1680
|
1129 |
+
},
|
1130 |
+
{
|
1131 |
+
"epoch": 14.57,
|
1132 |
+
"learning_rate": 8.720930232558139e-06,
|
1133 |
+
"loss": 0.163,
|
1134 |
+
"step": 1690
|
1135 |
+
},
|
1136 |
+
{
|
1137 |
+
"epoch": 14.65,
|
1138 |
+
"learning_rate": 6.976744186046511e-06,
|
1139 |
+
"loss": 0.2057,
|
1140 |
+
"step": 1700
|
1141 |
+
},
|
1142 |
+
{
|
1143 |
+
"epoch": 14.74,
|
1144 |
+
"learning_rate": 5.232558139534883e-06,
|
1145 |
+
"loss": 0.157,
|
1146 |
+
"step": 1710
|
1147 |
+
},
|
1148 |
+
{
|
1149 |
+
"epoch": 14.82,
|
1150 |
+
"learning_rate": 3.4883720930232555e-06,
|
1151 |
+
"loss": 0.1471,
|
1152 |
+
"step": 1720
|
1153 |
+
},
|
1154 |
+
{
|
1155 |
+
"epoch": 14.91,
|
1156 |
+
"learning_rate": 1.7441860465116278e-06,
|
1157 |
+
"loss": 0.2013,
|
1158 |
+
"step": 1730
|
1159 |
+
},
|
1160 |
+
{
|
1161 |
+
"epoch": 15.0,
|
1162 |
+
"learning_rate": 0.0,
|
1163 |
+
"loss": 0.167,
|
1164 |
+
"step": 1740
|
1165 |
+
},
|
1166 |
+
{
|
1167 |
+
"epoch": 15.0,
|
1168 |
+
"eval_loss": 0.417759507894516,
|
1169 |
+
"eval_runtime": 663.3111,
|
1170 |
+
"eval_samples_per_second": 2.295,
|
1171 |
+
"eval_wer": 0.47945896840617747,
|
1172 |
+
"step": 1740
|
1173 |
+
},
|
1174 |
+
{
|
1175 |
+
"epoch": 15.0,
|
1176 |
+
"step": 1740,
|
1177 |
+
"total_flos": 1.1283763966907363e+19,
|
1178 |
+
"train_runtime": 24181.2335,
|
1179 |
+
"train_samples_per_second": 0.072
|
1180 |
+
}
|
1181 |
+
],
|
1182 |
+
"max_steps": 1740,
|
1183 |
+
"num_train_epochs": 15,
|
1184 |
+
"total_flos": 1.1283763966907363e+19,
|
1185 |
+
"trial_name": null,
|
1186 |
+
"trial_params": null
|
1187 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b8df986de605c23da253f3c1b3ebbc40d3e0a361f925f38c7b898f73cbb5679b
|
3 |
+
size 2351
|
vocab.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"σ": 0, "δ": 1, "γ": 2, "«": 3, "ώ": 4, "θ": 5, "r": 6, "τ": 7, "ή": 8, "»": 9, "ι": 10, "ΐ": 11, "φ": 12, "m": 13, "h": 14, "ί": 15, "π": 16, "n": 17, "´": 18, "λ": 19, "η": 20, "ψ": 21, "e": 22, "ζ": 23, "ό": 25, "ρ": 26, "β": 27, "α": 28, "ν": 29, "ϋ": 30, "v": 31, "ε": 32, "ά": 33, "g": 34, "ύ": 35, "κ": 36, "μ": 37, "έ": 38, "ς": 39, "ξ": 40, "ϊ": 41, "χ": 42, "o": 43, "ο": 44, "́": 45, "’": 46, "'": 47, "a": 48, "ω": 49, "υ": 50, "|": 24, "[UNK]": 51, "[PAD]": 52}
|