Trainer is attempting to log a value of "[[0, 1, 2, 3], [0, 27, 0, 0, 0], [1, 0, 26, 0, 0], [2, 0, 1, 30, 0], [3, 1, 1, 0, 11]]" of type <class 'list'> for key "eval/mtrix" as a scalar. This invocation of Tensorboard's writer.add_scalar() is incorrect so we dropped this attribute. [[ 97 138 138 ... 0 0 0] [ 85 138 138 ... 0 0 0] [ 97 138 138 ... 0 0 0] ... [130 138 138 ... 0 0 0] [ 72 138 138 ... 0 0 0] [ 99 138 138 ... 0 0 0]] first_label : [ 97 138 78 138 69 138 35 138 20 138 129 138 39 138 68 138 58 138 123 138 143 138 14 138 118 138 20 138 71 138 58 138 96 146 146 146 146 146 146 146 146 146 146 146 146 146 146 146 146]
first_label_str : œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɑ̃_c m_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_c
LABEL STRING : ['œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɑ̃_c m_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_c', 's_c i_c z_c ʊ_c ʁ_c s_c e_c m_c ɑ̃_c t_c s_c d_c o_c m_c e_c t_c i_c k_c e_c s_c', 'œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɑ̃_c m_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c e_c ʁ_c y_c i_c e_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_c', 's_c i_c z_c ʊ_c ʁ_c s_c e_c m_c ɑ̃_c t_c s_c d_c o_c m_c e_c t_c i_c k_c e_c s_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c s_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c @_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c e_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 'œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɑ̃_c m_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_c', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c e_c ʁ_c y_c i_c ɛ_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_c', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c @_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c ʁ_c y_c i_c ɛ_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_c', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c @_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 'œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɑ̃_c m_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_c', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c', 's_c i_c z_c ʊ_c ʁ_c s_c e_c m_c ɑ̃_c t_c s_c d_c o_c m_c e_c t_c i_c k_c e_c s_c', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c ʁ_c y_c i_c e_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_c', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j ɑ_j ʒ_j @_j b_j ʁ_j œ̃_j', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j ʁ_j y_j i_j e_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j ɛ_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 'd_j ø_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j @_j l_j ɑ_j ʒ_j @_j b_j ʁ_j œ̃_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j ø_j ʒ_j l_j e_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 's_j i_j z_j ʊ_j ʁ_j s_j e_j m_j ɑ̃_j t_j s_j d_j o_j m_j e_j t_j i_j k_j e_j ɛ_j s_j', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j e_j ʁ_j y_j i_j ɛ_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j ɛ_j', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j e_j a_j v_j œ_j ɡ_j l_j ɛ_j s_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j', 's_j ɛ̃_j k_j p_j y_j m_j ɑ_j f_j j_j ɜ_j ʁ_j e_j p_j a_j s_j j_j ɔ_j n_j e_j', 's_j i_j z_j ɛ_j d_j ʊ_j ʁ_j s_j e_j m_j ɑ̃_j t_j s_j d_j o_j m_j e_j t_j i_j k_j e_j s_j', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_j', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j e_j ʁ_j y_j i_j e_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j @_j s_j', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j œ_j ɡ_j l_j @_j s_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j ʁ_j y_j i_j e_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j e_j', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_j', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_j', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_j', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j ø_j ʒ_j l_j e_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j ʁ_j y_j i_j ɛ_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j e_j', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j ø_j ʒ_j l_j e_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɑ̃_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t ɛ_t s_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t œ_t ɡ_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t ø_t ʒ_t l_t e_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t @_t l_t ɑ_t ʒ_t @_t b_t ʁ_t œ̃_t', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t e_t a_t v_t œ_t ɡ_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t', 'œ̃_t ʃ_t @_t v_t a_t l_t f_t u_t d_t ɑ̃_t m_t ɔ̃_t ʒ_t a_t ʁ_t d_t ɛ̃_t', 'œ̃_t ʃ_t @_t v_t a_t l_t f_t u_t d_t ɑ̃_t m_t ɔ̃_t ʒ_t a_t ʁ_t d_t ɛ̃_t', 'k_t a_t t_t ɜ_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t ɛ_t', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t ɛ_t', 'k_t a_t t_t ɜ_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t e_t a_t v_t œ_t ɡ_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t e_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t e_t a_t v_t œ_t ɡ_t l_t ɛ_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t ɛ_t', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t œ_t l_t a_t ʒ_t @_t b_t ʁ_t œ̃_t', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t s_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t œ_t l_t a_t ʒ_t @_t b_t ʁ_t œ̃_t', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t œ_t l_t a_t ʒ_t @_t b_t ʁ_t œ̃_t', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t @_t l_t ɑ_t ʒ_t @_t b_t ʁ_t œ̃_t', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t ɛ_t s_t', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t ø_t ʒ_t l_t e_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t', 't_n ʁ_n w_n ɑ_n s_n i_n ʒ_n n_n ɛ_n a_n v_n œ_n ɡ_n l_n s_n o_n b_n ɔ_n ʁ_n d_n y_n l_n a_n k_n', 'd_n ø_n z_n ɑ_n n_n e_n ɡ_n ʁ_n i_n o_n p_n @_n l_n a_n ʒ_n @_n b_n ʁ_n œ̃_n', 'd_n ø_n z_n ɑ_n n_n e_n ɡ_n ʁ_n i_n o_n p_n œ_n l_n a_n ʒ_n @_n b_n ʁ_n œ̃_n', 'd_n ø_n z_n ɑ_n n_n e_n ɡ_n ʁ_n i_n o_n p_n œ_n l_n a_n ʒ_n @_n b_n ʁ_n œ̃_n', 's_n i_n z_n ʊ_n ʁ_n s_n e_n m_n ɑ̃_n t_n s_n d_n o_n m_n e_n t_n i_n k_n e_n s_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n e_n ʁ_n y_n i_n ɛ_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n ɛ_n', 'œ̃_n ʃ_n @_n v_n a_n l_n f_n u_n d_n ɑ̃_n m_n ɔ̃_n ʒ_n a_n ʁ_n d_n ɛ̃_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n ʁ_n y_n i_n e_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n ɛ_n', 's_n i_n z_n ʊ_n ʁ_n s_n e_n m_n ɑ̃_n t_n s_n d_n o_n m_n e_n t_n i_n k_n e_n s_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n ʁ_n y_n i_n e_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n ɛ_n', 'œ̃_n ʃ_n @_n v_n a_n l_n f_n u_n d_n ɑ̃_n m_n ɔ̃_n ʒ_n a_n ʁ_n d_n ɛ̃_n', 's_n i_n z_n ʊ_n ʁ_n s_n e_n m_n ɑ̃_n t_n s_n d_n o_n m_n e_n t_n i_n k_n e_n s_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n ʁ_n y_n i_n e_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n @_n s_n']
PRED_STR : ['œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_c y_n', 's_c i_c z_c ʊ_c ʁ_c s_c e_c m_c ɑ̃_c t_c s_c d_c o_c m_c e_c t_c i_c k_c e_c s_c y_n', 'œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_cy_n', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c y_n', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c e_c ʁ_c y_c e_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_cy_n', 's_c i_c z_c ʊ_c ʁ_c s_c e_c m_c ɑ̃_c t_c s_c d_c o_c m_c e_c t_c i_c k_c e_c s_cy_n', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c s_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c e_c e_cs_cy_n', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c @_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_cy_n', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c e_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 'œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ɔ̃_c ʒ_c a_c ʁ_c d_c ɛ̃_cɛ̃_c', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c e_c ʁ_c y_c i_c ɛ_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_c', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c @_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_j j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c', 't_c ʁ_c w_c ɑ_c s_c i_c ʒ_c n_c ɛ_c a_c v_c œ_c ɡ_c l_c s_c o_c b_c ɔ_c ʁ_c d_c y_c l_c a_c k_c', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c ʁ_c y_c i_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_cy_n', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_cy_n', 's_c ɛ̃_c k_c p_c y_c m_c ɑ_c f_c j_c ɜ_c ʁ_c e_c p_c a_c s_c j_c ɔ_c n_c e_c y_n', 'œ̃_c ʃ_c @_c v_c a_c l_c f_c u_c d_c ʒ_c a_c ʁ_c d_c ɛ̃_c ɛ̃_c y_n', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_cy_n', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_cy_n', 's_c i_c z_c ʊ_c ʁ_c s_c e_c m_c ɑ̃_c t_c s_c d_c o_c m_c e_c t_c i_c k_c e_c s_cy_n', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_cy_n', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c y_n', 'd_c ø_c z_c ɑ_c n_c e_c ɡ_c ʁ_c i_c o_c p_c œ_c l_c a_c ʒ_c @_c b_c ʁ_c œ̃_c y_n', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_c t_c ʁ_c y_c i_c e_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c ɛ_c ɛ_c ɛ_c ɛ_c ɛ_c ɛ_c y_n', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ɑ_j ʒ_j @_j b_j ʁ_j œ̃_jy_n', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j ʁ_j y_j i_j e_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j @_j ɛ_j y_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j y_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_jy_n', 'd_j ø_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j @_j l_j ɑ_jʒ_j @_j b_j ʁ_j œ̃_jy_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j m_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_jy_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_jy_n', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j ø_j ʒ_j l_j e_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j l_jy_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_jɛ̃_jœ̃_jɛ̃_jœ̃_jy_n', 's_j i_j z_j ʊ_j ʁ_j s_j e_j m_j ɑ̃_j t_j s_j d_j o_j m_j e_j t_j i_j k_j e_j ɛ_j s_j y_n', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j e_j ʁ_j y_j i_j ɛ_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j ɛ_jy_n', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j e_j a_j v_j œ_j ɡ_j l_j ɛ_j s_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_jy_n', 's_j ɛ̃_j k_j p_j y_j m_j ɑ_j f_j j_j ɜ_j ʁ_j e_j p_j a_j s_j j_j ɔ_j n_j e_j e_j e_j e_j s_j e_js_j s_j s_j y_n', 's_j i_j z_j ɛ_j d_j ʊ_j ʁ_j s_j e_j m_j ɑ̃_j t_j s_j d_j o_j m_j e_j t_j i_j k_j e_j s_j y_n', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_jy_n', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j t_j e_j ʁ_j y_j i_j ɛ_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j@_j s_jy_n', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j œ_j ɡ_j l_j @_j s_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j y_n', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j ʁ_j y_j i_j e_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j e_j y_n', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_jy_n', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j œ_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_jy_n', 'd_j ø_j z_j ɑ_j n_j e_j ɡ_j ʁ_j i_j o_j p_j l_j a_j ʒ_j @_j b_j ʁ_j œ̃_j y_n', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j ø_j l_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_jy_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j y_n', 'k_j a_j t_j ʁ_j v_j j_j ɛ_j j_j t_j ʁ_j y_j i_j ɛ_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j e_j y_n', 't_j ʁ_j w_j ɑ_j s_j i_j ʒ_j n_j ɛ_j a_j v_j ø_j ʒ_j l_j e_j o_j b_j ɔ_j ʁ_j d_j y_j l_j a_j k_j a_jb_j@_jb_j@_jb_j@_j @_jb_j@_j @_j @_j @_j @_j @_j @_j @_j @_j @_j @_j y_n', 'œ̃_j ʃ_j @_j v_j a_j l_j f_j u_j d_j ɔ̃_j ʒ_j a_j ʁ_j d_j ɛ̃_j y_n', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t ɛ_t s_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t e_t e_t s_t s_te_t s_t s_t y_n', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t ø_t ʒ_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t a_t a_t y_n', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t ø_t ʒ_t l_t e_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t a_t l_t y_n', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t y_n', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t @_t l_t a_t ɑ_tʒ_t @_t b_t ʁ_t œ̃_ty_n', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t k_t k_ty_n', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t e_t a_t v_t œ_t ɡ_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_ty_n', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t y_n', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t y_n', 'œ̃_t ʃ_t @_t v_t a_t l_t f_t u_t d_t ɑ̃_t m_t ɔ̃_t ʒ_t a_t ʁ_t d_t ɛ̃_t y_n', 'œ̃_t ʃ_t @_t v_t a_t l_t f_t u_t d_t ɑ̃_t ɔ̃_t ʒ_t a_t ʁ_t d_t ɛ̃_t y_n', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t y_n', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t ɛ_t y_n', 'k_t a_t t_t ɜ_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t y_n', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t y_n', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t ø_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t @_t @_t @_t y_n', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t e_t ʁ_t y_t i_t ɛ_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t y_n', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t e_t a_t v_t œ_t l_t s_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_ty_n', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t ɛ_t y_n', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_ty_n', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t l_t a_t ʒ_t @_t b_t ʁ_t œ̃_t y_n', 'k_j a_j t_j ʁ_j v_t j_tj_j ɛ_j ʁ_j t_j ʁ_j y_j i_j e_j e_j l_j e_j p_j ɑ̃_j t_j e_j k_j @_j ɛ_j y_n', 'k_t a_t t_t ʁ_t v_t j_t ɛ_t j_t t_t ʁ_t y_t i_t e_t e_t l_t e_t p_t ɑ̃_t t_t e_t k_t @_t s_t y_n', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t s_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_t e_ts_ts_ta_t y_n', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t s_t y_n', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t œ_t l_t a_t ʒ_t @_t b_t ʁ_t œ̃_ty_n', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t œ_t l_t a_t ʒ_t @_t b_t ʁ_t œ̃_t y_n', 'd_t ø_t z_t ɑ_t n_t e_t ɡ_t ʁ_t i_t o_t p_t œ_t l_t ʒ_t @_t ʁ_t œ̃_t y_n', 's_t i_t z_t ʊ_t ʁ_t s_t e_t m_t ɑ̃_t t_t s_t d_t o_t m_t e_t t_t i_t k_t e_t ɛ_t s_t y_n', 's_t ɛ̃_t k_t p_t y_t m_t ɑ_t f_t j_t ɜ_t ʁ_t e_t p_t a_t s_t j_t ɔ_t n_t e_ty_n', 't_t ʁ_t w_t ɑ_t s_t i_t ʒ_t n_t ɛ_t a_t v_t ø_t l_t e_t o_t b_t ɔ_t ʁ_t d_t y_t l_t a_t k_t a_t y_n', 't_n ʁ_n w_n ɑ_n s_n i_n ʒ_n n_n ɛ_n a_n v_n œ_n ɡ_n l_n s_n o_n b_n ɔ_n ʁ_n d_n y_n l_n a_n k_n k_n k_n y_n', 'd_n ø_n z_n ɑ_n n_n e_n ɡ_n ʁ_n i_n o_n p_n @_n l_n a_n ʒ_n b_n ʁ_n œ̃_n y_n', 'd_n ø_n z_n ɑ_n n_n e_n ɡ_n ʁ_n i_n o_n p_n œ_n l_n a_n ʒ_n @_n b_n ʁ_n œ̃_n y_n', 'd_j ø_j z_j ɑ_j n_c e_j ɡ_j ʁ_j i_j o_j p_j l_j a_j ʒ_j @_j ʁ_j œ̃_j y_n', 's_n i_n z_n ʊ_n ʁ_n s_n e_n m_n ɑ̃_n t_n s_n d_n o_n m_n e_n t_n i_n k_n e_n s_ny_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n e_n ʁ_n y_n i_n ɛ_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n ɛ_n y_n', 'œ̃_n ʃ_n @_n v_n a_n l_n f_n u_n d_n ɑ̃_n m_n ʒ_n a_n ʁ_n d_n ɛ̃_ny_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n ʁ_n y_n i_n e_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n ɛ_n y_n', 's_n i_n z_n ʊ_n ʁ_n s_n e_n m_n ɑ̃_n t_n s_n d_n o_n m_n e_n t_n i_n k_n e_n s_n y_n', 'k_c a_c t_c ʁ_c v_c j_c ɛ_c j_j t_c ʁ_c y_c i_c ɛ_c e_c l_c e_c p_c ɑ̃_c t_c e_c k_c s_cy_n', 'œ̃_n ʃ_n @_n v_n a_n l_n f_n u_n u_n d_n ɑ̃_n m_n ʒ_n a_n ʁ_n d_n ɛ̃_ny_n', 's_n i_n z_n ʊ_n ʁ_n s_n e_n m_n ɑ̃_n t_n s_n d_n o_n m_n e_n t_n i_n k_n e_n s_n y_n', 'k_n a_n t_n ʁ_n v_n j_n ɛ_n j_n t_n ʁ_n y_n i_n e_n e_n l_n e_n p_n ɑ̃_n t_n e_n k_n @_n s_ny_n']
Label_labels : [[ 97 138 78 ... 146 146 146] [ 85 138 112 ... 146 146 146] [ 97 138 78 ... 146 146 146] ... [130 138 94 ... 146 146 146] [ 72 138 93 ... 146 146 146] [ 99 138 67 ... 146 146 146]]
PRED_labels : [[ 97 138 138 ... 0 0 0] [ 85 138 138 ... 0 0 0] [ 97 138 138 ... 0 0 0] ... [130 138 138 ... 0 0 0] [ 72 138 138 ... 0 0 0] [ 99 138 138 ... 0 0 0]] PRED EMOTION : [[0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [1], [2], [2], [2], [2], [2], [2], [2], [2], [2], [3], [3], [3], [1], [3], [3], [3], [3], [3], [0], [3], [3], [3]] LABELS EMOTION : [[0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [0], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [1], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [2], [3], [3], [3], [3], [3], [3], [3], [3], [3], [3], [3], [3], [3]] {'0_precision': 0.9642857142857143, '0_recall': 1.0, '0_f1-score': 0.9818181818181818, '0_support': 27, '1_precision': 0.9285714285714286, '1_recall': 1.0, '1_f1-score': 0.962962962962963, '1_support': 26, '2_precision': 1.0, '2_recall': 0.967741935483871, '2_f1-score': 0.9836065573770492, '2_support': 31, '3_precision': 1.0, '3_recall': 0.8461538461538461, '3_f1-score': 0.9166666666666666, '3_support': 13, 'accuracy': 0.9690721649484536, 'macro avg_precision': 0.9732142857142857, 'macro avg_recall': 0.9534739454094293, 'macro avg_f1-score': 0.961263592206215, 'macro avg_support': 97, 'weighted avg_precision': 0.9709131075110456, 'weighted avg_recall': 0.9690721649484536, 'weighted avg_f1-score': 0.9686041019740531, 'weighted avg_support': 97, 'wer': 0.12669003505257886, 'mtrix': [[0, 1, 2, 3], [0, 27, 0, 0, 0], [1, 0, 26, 0, 0], [2, 0, 1, 30, 0], [3, 1, 1, 0, 11]]} HEYOOOOOOOOOO {'eval_loss': 0.14214421808719635, 'eval_0_precision': 0.9642857142857143, 'eval_0_recall': 1.0, 'eval_0_f1-score': 0.9818181818181818, 'eval_0_support': 27, 'eval_1_precision': 0.9285714285714286, 'eval_1_recall': 1.0, 'eval_1_f1-score': 0.962962962962963, 'eval_1_support': 26, 'eval_2_precision': 1.0, 'eval_2_recall': 0.967741935483871, 'eval_2_f1-score': 0.9836065573770492, 'eval_2_support': 31, 'eval_3_precision': 1.0, 'eval_3_recall': 0.8461538461538461, 'eval_3_f1-score': 0.9166666666666666, 'eval_3_support': 13, 'eval_accuracy': 0.9690721649484536, 'eval_macro avg_precision': 0.9732142857142857, 'eval_macro avg_recall': 0.9534739454094293, 'eval_macro avg_f1-score': 0.961263592206215, 'eval_macro avg_support': 97, 'eval_weighted avg_precision': 0.9709131075110456, 'eval_weighted avg_recall': 0.9690721649484536, 'eval_weighted avg_f1-score': 0.9686041019740531, 'eval_weighted avg_support': 97, 'eval_wer': 0.12669003505257886, 'eval_mtrix': [[0, 1, 2, 3], [0, 27, 0, 0, 0], [1, 0, 26, 0, 0], [2, 0, 1, 30, 0], [3, 1, 1, 0, 11]], 'eval_runtime': 5.5862, 'eval_samples_per_second': 17.364, 'eval_steps_per_second': 2.327}