File size: 6,253 Bytes
9b87876
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
{
    "epoch": 20.0,
    "epoch_af_za": 20.0,
    "epoch_am_et": 20.0,
    "epoch_ar_eg": 20.0,
    "epoch_as_in": 20.0,
    "epoch_ast_es": 20.0,
    "epoch_az_az": 20.0,
    "epoch_be_by": 20.0,
    "epoch_bn_in": 20.0,
    "epoch_bs_ba": 20.0,
    "epoch_ca_es": 20.0,
    "epoch_ceb_ph": 20.0,
    "epoch_cmn_hans_cn": 20.0,
    "epoch_cs_cz": 20.0,
    "epoch_cy_gb": 20.0,
    "epoch_da_dk": 20.0,
    "epoch_de_de": 20.0,
    "epoch_el_gr": 20.0,
    "epoch_en_us": 20.0,
    "epoch_es_419": 20.0,
    "epoch_et_ee": 20.0,
    "epoch_fa_ir": 20.0,
    "epoch_ff_sn": 20.0,
    "epoch_fi_fi": 20.0,
    "epoch_fil_ph": 20.0,
    "epoch_fr_fr": 20.0,
    "epoch_ga_ie": 20.0,
    "epoch_gl_es": 20.0,
    "epoch_gu_in": 20.0,
    "epoch_ha_ng": 20.0,
    "epoch_he_il": 20.0,
    "epoch_hi_in": 20.0,
    "epoch_hr_hr": 20.0,
    "epoch_hu_hu": 20.0,
    "epoch_hy_am": 20.0,
    "epoch_id_id": 20.0,
    "epoch_ig_ng": 20.0,
    "epoch_is_is": 20.0,
    "epoch_it_it": 20.0,
    "epoch_ja_jp": 20.0,
    "epoch_jv_id": 20.0,
    "epoch_ka_ge": 20.0,
    "epoch_kam_ke": 20.0,
    "epoch_kea_cv": 20.0,
    "epoch_kk_kz": 20.0,
    "epoch_km_kh": 20.0,
    "epoch_kn_in": 20.0,
    "epoch_ko_kr": 20.0,
    "epoch_ku_arab_iq": 20.0,
    "epoch_ky_kg": 20.0,
    "epoch_lb_lu": 20.0,
    "epoch_lg_ug": 20.0,
    "epoch_ln_cd": 20.0,
    "epoch_lo_la": 20.0,
    "epoch_lt_lt": 20.0,
    "epoch_luo_ke": 20.0,
    "epoch_lv_lv": 20.0,
    "epoch_mi_nz": 20.0,
    "epoch_mk_mk": 20.0,
    "epoch_ml_in": 20.0,
    "epoch_mn_mn": 20.0,
    "epoch_mr_in": 20.0,
    "epoch_ms_my": 20.0,
    "epoch_mt_mt": 20.0,
    "epoch_my_mm": 20.0,
    "epoch_nb_no": 20.0,
    "epoch_ne_np": 20.0,
    "epoch_nl_nl": 20.0,
    "epoch_nso_za": 20.0,
    "epoch_ny_mw": 20.0,
    "epoch_oci_fr": 20.0,
    "epoch_om_et": 20.0,
    "epoch_or_in": 20.0,
    "epoch_pa_in": 20.0,
    "epoch_pl_pl": 20.0,
    "epoch_ps_af": 20.0,
    "epoch_pt_br": 20.0,
    "epoch_ro_ro": 20.0,
    "epoch_ru_ru": 20.0,
    "epoch_rup_bg": 20.0,
    "epoch_sd_arab_in": 20.0,
    "epoch_sk_sk": 20.0,
    "epoch_sl_si": 20.0,
    "epoch_sn_zw": 20.0,
    "epoch_so_so": 20.0,
    "epoch_sr_rs": 20.0,
    "epoch_sv_se": 20.0,
    "epoch_sw_ke": 20.0,
    "epoch_ta_in": 20.0,
    "epoch_te_in": 20.0,
    "epoch_tg_tj": 20.0,
    "epoch_th_th": 20.0,
    "epoch_tr_tr": 20.0,
    "epoch_uk_ua": 20.0,
    "epoch_umb_ao": 20.0,
    "epoch_ur_pk": 20.0,
    "epoch_uz_uz": 20.0,
    "epoch_vi_vn": 20.0,
    "epoch_wo_sn": 20.0,
    "epoch_xh_za": 20.0,
    "epoch_yo_ng": 20.0,
    "epoch_yue_hant_hk": 20.0,
    "epoch_zu_za": 20.0,
    "eval_cer": 0.2483803882624645,
    "eval_cer_ast_es": 0.15980094671683456,
    "eval_cer_bs_ba": 0.17488481022325178,
    "eval_cer_ca_es": 0.1654749977229256,
    "eval_cer_cy_gb": 0.2280252280760326,
    "eval_cer_da_dk": 0.3615543613063249,
    "eval_cer_de_de": 0.12874194770746494,
    "eval_cer_el_gr": 0.601992566590956,
    "eval_cer_en_us": 0.1937617464218592,
    "eval_cer_es_419": 0.1288330462688984,
    "eval_cer_fi_fi": 0.20499622482199834,
    "eval_cer_fr_fr": 0.18110104392357693,
    "eval_cer_ga_ie": 0.44743118354367484,
    "eval_cer_gl_es": 0.13242287893519042,
    "eval_cer_hr_hr": 0.15545641117158918,
    "eval_cer_hu_hu": 0.3910747271200672,
    "eval_cer_is_is": 0.46455340412242346,
    "eval_cer_it_it": 0.12830470500373414,
    "eval_cer_kea_cv": 0.1817601980996689,
    "eval_cer_lb_lu": 0.2594494019365863,
    "eval_cer_mt_mt": 0.36276194567759795,
    "eval_cer_nb_no": 0.2254399643573179,
    "eval_cer_nl_nl": 0.1790248319173939,
    "eval_cer_oci_fr": 0.21594969272545378,
    "eval_cer_pt_br": 0.2275049741345006,
    "eval_cer_sv_se": 0.3092084680362916,
    "eval_loss": 1.3088692712783814,
    "eval_loss_ast_es": 0.7715352177619934,
    "eval_loss_bs_ba": 0.7378243207931519,
    "eval_loss_ca_es": 0.7868338227272034,
    "eval_loss_cy_gb": 1.1441106796264648,
    "eval_loss_da_dk": 1.912954330444336,
    "eval_loss_de_de": 0.5390791893005371,
    "eval_loss_el_gr": 3.4903736114501953,
    "eval_loss_en_us": 0.9631887078285217,
    "eval_loss_es_419": 0.6185761094093323,
    "eval_loss_fi_fi": 0.8952983617782593,
    "eval_loss_fr_fr": 0.9075575470924377,
    "eval_loss_ga_ie": 3.021735429763794,
    "eval_loss_gl_es": 0.5788106918334961,
    "eval_loss_hr_hr": 0.6462176442146301,
    "eval_loss_hu_hu": 1.9029067754745483,
    "eval_loss_is_is": 2.655121088027954,
    "eval_loss_it_it": 0.6052021980285645,
    "eval_loss_kea_cv": 0.9106829762458801,
    "eval_loss_lb_lu": 1.3704888820648193,
    "eval_loss_mt_mt": 2.3650972843170166,
    "eval_loss_nb_no": 1.1518231630325317,
    "eval_loss_nl_nl": 0.8490000367164612,
    "eval_loss_oci_fr": 1.142130732536316,
    "eval_loss_pt_br": 1.1641372442245483,
    "eval_loss_sv_se": 1.5910457372665405,
    "eval_runtime": 5.135236274509805,
    "eval_samples_per_second": 9.630813725490196,
    "eval_steps_per_second": 1.2104803921568628,
    "eval_wer": 0.6450711561353812,
    "eval_wer_ast_es": 0.46544207690423706,
    "eval_wer_bs_ba": 0.5443127064046343,
    "eval_wer_ca_es": 0.49790351767665625,
    "eval_wer_cy_gb": 0.5962485634542768,
    "eval_wer_da_dk": 0.8454817900137146,
    "eval_wer_de_de": 0.4221445730508845,
    "eval_wer_el_gr": 0.9805442267834459,
    "eval_wer_en_us": 0.45559465165376495,
    "eval_wer_es_419": 0.3928246063077524,
    "eval_wer_fi_fi": 0.8116144342849166,
    "eval_wer_fr_fr": 0.4689568795848989,
    "eval_wer_ga_ie": 0.8519426812848625,
    "eval_wer_gl_es": 0.4245386442536086,
    "eval_wer_hr_hr": 0.4895253400677266,
    "eval_wer_hu_hu": 0.9099050689593409,
    "eval_wer_is_is": 0.9960278053624627,
    "eval_wer_it_it": 0.4414750159368411,
    "eval_wer_kea_cv": 0.5202397224266638,
    "eval_wer_lb_lu": 0.7225252525252526,
    "eval_wer_mt_mt": 1.0096468464402573,
    "eval_wer_nb_no": 0.654136351387766,
    "eval_wer_nl_nl": 0.5256550883607556,
    "eval_wer_oci_fr": 0.5769512195121951,
    "eval_wer_pt_br": 0.6685022549252314,
    "eval_wer_sv_se": 0.8546395858223815,
    "predict_samples": 20043,
    "train_loss": 0.3304263302687447,
    "train_runtime": 43278.5158,
    "train_samples": 65919,
    "train_samples_per_second": 30.463,
    "train_steps_per_second": 0.476
}