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It is to make sure the inputs of `concat` all have same the data # type. grads = math_ops._as_indexed_slices_list( grads ) # pylint: disable=protected-access grads = [FlattenNestedIndexedSlices(x) for x in grads] # Form IndexedSlices out of the concatenated values and indices. concat_grad = indexed_slices.IndexedSlices( array_ops.concat([x.values for x in grads], axis=0), array_ops.concat([x.indices for x in grads], axis=0), grads[0].dense_shape, ) return concat_grad ��i�[ �����def __init__(self, **kwargs): self.set_common = None if False:  $�_words_file = "data/NGSL_1.2_stats.csv.zip"c0if os.path.is:(BL � 2�B�,B#names=["!�$", "freq"]F($header=NonJEsep="\t"67)K%�df.I(10006f��Z� for k in %�Pstring.ascii_lowercas>J$keep = {"i�IAa"}B)if b:�y.-aV"continueBl:h(.remove(k) /super().u�u� �i�0test_forward_ e�mQ�encoder_out = torch.randn(2, 512, 6, 40)�tmp_dir)empa�L.TemporaryDirectory( , dict� osp.join( A.AnAe4ake_chars.txt" 90create_dummy_F( &#�fion cfg%&cfg = y type="Dic/ary]�4�= Y� with��rt=Tru>end: same 0JMpadding:8unknown � loss.� �,CEModuleLoss-<de%�$ = MasterD 9�io! �cfg, mG_f= 0ax_seq_len=30%^ � outpE. n.2\)feat=]_, � _samples=E� info6 _DassertTupleEqual(t ( { .shape), A�$30, 39)) .��A�Y� rain������������������E�M��XiT.}6,.get_targetsEmY�I�I�=u3E�E�z4.�4 ^�2��! ���������쁵��!@ic��������6�!��I-�,.cleanup() t-�setUp.�gt_textM�D1 = TextRecogDataS���� , = Label 6.item� Hello"E� 5a.  =�  '2����World1N�2^�ere��� = [6�1,>� ] �yn&8 _per�� =!��Q" /4r� ~�ID\Y�)�_)Q�\s�2py(}#j�2���%�second�#%� it� �)��re� ��KME���W Fy��\resolve��@tf.distribute.clu�_!.TPUC R 4("�& A�ri�8al_connect_to_c :(N) tf.tpu25.� i��e_e�ystem:8� �.{�S� <R�es2g *!k 6�25� ��}�}!�._�����������ASTERB�in�nnels=`e�N� *m&�*�25 I5fyA�Aou�c����A��]RA��1���������z� � ^��j��c.�e�i�a��ua.���.X�M�MBM�����������,%&��]@-�*��on_eval�E,� �loga{T"&�@+ key: (metric[0]�$isinstance ,�)� +I��ey, �ogsFs� �e�_ Ds(�., &) f� �ed��c[ : Op%L l["E�atorC�) -> B�if D�   , :Q � y =B5Zn�= )� be*�M ��min eat_ms%2,en<_cpu_cache_flush5V >)� � � 4�j _sanity_c�ER%F9"err�2� "RPC)w .{0}!Rj�POR��key!�� ! key>�KEY2" .�IS.�U "]EOixj� N = Em�.� = (6or�$MP.ge*CF�,%4e�)�a!�Fa�a%�ba!�B��_!�B^if.�.�,��.�.)J�%,.a�=. �q!7# F#key"�QgF2P� sec>5 8.�.64) # pylint: d�=prot�-acces� 6^�m&c����`rpc.T S �i """C 4� ;�R� r- %- % : 6UThe�� z1`&""�o }�F�] =i<:��.nonlocalS- c =%>$': 0En0AQ1�A�Thf((t�=�)�t.start�V�$iQX]# 3�(.is_alive()a� ��{"U��!� � =� us� he followi�ur�:\n)�f" �a�: {� %:}v7!J>7^7imaa (sec)8J@B?"q2�i*us via.�mmandB��t python3 -m tvm.exec.query_rpc�0 >2--!(N' --�:�Im�-f �� -�_serverE[�aIRPCz� 6i[^�-i :�% Pu6�rpc/":�|� �m h:F���C.requ2���2|2���# _�੐Mg6/ �� 2)�-� ; �&2 �V3 N�(unused-argu� ]�� � ger.� 5* lf.client �hronous() X ��_�$6�4�)� 0ing(SIMPLE_SAS. _ 86, 1.0, 2.0) @ v`_summary(trials, offset=0 """P� a *��s curr&+.I�Pa�ter2}--рh:.%/T�� eize  �:, o� 7heT �abC�right t�� is �QډH�*f �,ions.default�(�!�1�%*� s�N[�>(tus].append)d J!-erz[" 9P $quantity"])LlinY[]� -, ��!K�sorted( �[-�L�" &,� (E) pq _�s[0].ob� iv* ��f"min {R9,}* �=�.minF���/B?!+.! �R*�!JWB'�6-��5 T] grid�aba". 7s,1Q=-Ystabj% " *m�e�(! + ("\n" +/)�r.split)R�0 C.^, "empt� �/" � *\n") ���-ltus_recursively(exp, depth=0Bx2�Ua�I� =e�� hildren�r`exp: `orion.core.worker.E!��`5Q�RFg��ꉕׅ�R8� tree:uJ-4)(��= 9* 2=1�A�%A� exp.node.re .[2�+�-� + 1.g*�q9$_add_noise�&���pass ]analyze $(image, ch _dim 4� $pixel(x, y �9[:, y, x_D == �%se (%, :��$x0, y0, f0e#e0, w2 x1, y1, f�( -12, y2, f�( 0, -1i{$x3, y3, f3Y<z  close(�x2), "x�{} != xW*�$ %E46>1, x3>� >w.> %F>�y1>y|y I"% %J>!|y ��y:| %F>f!y1) and- 2B3 =-�! �1c�%(6om.S(�3 =(2 .,&a)\ ed=7:G%o5'_u$s=2, axis=��mean,�d%� al_stddev� ho *��qrt(1. - uare(rho�x =I +NJ*�)�# SEA/un �8ized likelihoodASF\$x[i], y[j]I�# (For A�}�,Ei� malQ�iE�A� formU� = 1 +%l#��@(p(x | y) / p(x))a~Poole>{4].z 5&14�$H fd.MultiteN�) Diag9�)q$scale_diag�H-|*!fones((.K�-r.}m��J�(.log_prob(y��tf.new!�᪩�margi!�0v� tf.zeros(�,N�:L�2^�)6�H 61>GE3 -O QS Mask!�m�q�in S t>--�(�` A$` has its eV [x_.oy], i.e�v#@[i, jMf(Y�A\logAG[i]AU[j])`.)$B %t .eye6�;,boo�# >L.�betweenu,y��A�p(y� #�e mutua� a��?`X��`Y` �e_����=)[N�B�)��%�Arg"� K$: `float`-�! `T%�`�$�0`[9�_1.�/_2�*rep�)nt��� � ( )E>�xpoints ����`�V�-2 F�: `!�J��� same �+`��- �( posi�1�9�` ;`I�f�%l�a��)�;`  y� DY �t: `�`. 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