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
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
|
path: "tensorflow.keras.backend"
tf_module {
member {
name: "name_scope"
mtype: "<type \'type\'>"
}
member_method {
name: "abs"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "all"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "any"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "arange"
argspec: "args=[\'start\', \'stop\', \'step\', \'dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'1\', \'int32\'], "
}
member_method {
name: "argmax"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=[\'-1\'], "
}
member_method {
name: "argmin"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=[\'-1\'], "
}
member_method {
name: "backend"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "batch_dot"
argspec: "args=[\'x\', \'y\', \'axes\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "batch_flatten"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "batch_get_value"
argspec: "args=[\'tensors\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "batch_normalization"
argspec: "args=[\'x\', \'mean\', \'var\', \'beta\', \'gamma\', \'axis\', \'epsilon\'], varargs=None, keywords=None, defaults=[\'-1\', \'0.001\'], "
}
member_method {
name: "batch_set_value"
argspec: "args=[\'tuples\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "bias_add"
argspec: "args=[\'x\', \'bias\', \'data_format\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "binary_crossentropy"
argspec: "args=[\'target\', \'output\', \'from_logits\'], varargs=None, keywords=None, defaults=[\'False\'], "
}
member_method {
name: "cast"
argspec: "args=[\'x\', \'dtype\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "cast_to_floatx"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "categorical_crossentropy"
argspec: "args=[\'target\', \'output\', \'from_logits\', \'axis\'], varargs=None, keywords=None, defaults=[\'False\', \'-1\'], "
}
member_method {
name: "clear_session"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "clip"
argspec: "args=[\'x\', \'min_value\', \'max_value\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "concatenate"
argspec: "args=[\'tensors\', \'axis\'], varargs=None, keywords=None, defaults=[\'-1\'], "
}
member_method {
name: "constant"
argspec: "args=[\'value\', \'dtype\', \'shape\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
}
member_method {
name: "conv1d"
argspec: "args=[\'x\', \'kernel\', \'strides\', \'padding\', \'data_format\', \'dilation_rate\'], varargs=None, keywords=None, defaults=[\'1\', \'valid\', \'None\', \'1\'], "
}
member_method {
name: "conv2d"
argspec: "args=[\'x\', \'kernel\', \'strides\', \'padding\', \'data_format\', \'dilation_rate\'], varargs=None, keywords=None, defaults=[\'(1, 1)\', \'valid\', \'None\', \'(1, 1)\'], "
}
member_method {
name: "conv2d_transpose"
argspec: "args=[\'x\', \'kernel\', \'output_shape\', \'strides\', \'padding\', \'data_format\', \'dilation_rate\'], varargs=None, keywords=None, defaults=[\'(1, 1)\', \'valid\', \'None\', \'(1, 1)\'], "
}
member_method {
name: "conv3d"
argspec: "args=[\'x\', \'kernel\', \'strides\', \'padding\', \'data_format\', \'dilation_rate\'], varargs=None, keywords=None, defaults=[\'(1, 1, 1)\', \'valid\', \'None\', \'(1, 1, 1)\'], "
}
member_method {
name: "cos"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "count_params"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "ctc_batch_cost"
argspec: "args=[\'y_true\', \'y_pred\', \'input_length\', \'label_length\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "ctc_decode"
argspec: "args=[\'y_pred\', \'input_length\', \'greedy\', \'beam_width\', \'top_paths\'], varargs=None, keywords=None, defaults=[\'True\', \'100\', \'1\'], "
}
member_method {
name: "ctc_label_dense_to_sparse"
argspec: "args=[\'labels\', \'label_lengths\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "dot"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "dropout"
argspec: "args=[\'x\', \'level\', \'noise_shape\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "dtype"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "elu"
argspec: "args=[\'x\', \'alpha\'], varargs=None, keywords=None, defaults=[\'1.0\'], "
}
member_method {
name: "epsilon"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "equal"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "eval"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "exp"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "expand_dims"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=[\'-1\'], "
}
member_method {
name: "eye"
argspec: "args=[\'size\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "flatten"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "floatx"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "foldl"
argspec: "args=[\'fn\', \'elems\', \'initializer\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "foldr"
argspec: "args=[\'fn\', \'elems\', \'initializer\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "function"
argspec: "args=[\'inputs\', \'outputs\', \'updates\'], varargs=None, keywords=kwargs, defaults=[\'None\'], "
}
member_method {
name: "gather"
argspec: "args=[\'reference\', \'indices\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_session"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "get_uid"
argspec: "args=[\'prefix\'], varargs=None, keywords=None, defaults=[\'\'], "
}
member_method {
name: "get_value"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "gradients"
argspec: "args=[\'loss\', \'variables\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "greater"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "greater_equal"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "hard_sigmoid"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "image_data_format"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "in_test_phase"
argspec: "args=[\'x\', \'alt\', \'training\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "in_top_k"
argspec: "args=[\'predictions\', \'targets\', \'k\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "in_train_phase"
argspec: "args=[\'x\', \'alt\', \'training\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "int_shape"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "is_sparse"
argspec: "args=[\'tensor\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "l2_normalize"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=[\'None\'], "
}
member_method {
name: "learning_phase"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "less"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "less_equal"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "log"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "manual_variable_initialization"
argspec: "args=[\'value\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "map_fn"
argspec: "args=[\'fn\', \'elems\', \'name\', \'dtype\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "max"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "maximum"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "mean"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "min"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "minimum"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "moving_average_update"
argspec: "args=[\'x\', \'value\', \'momentum\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "ndim"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "normalize_batch_in_training"
argspec: "args=[\'x\', \'gamma\', \'beta\', \'reduction_axes\', \'epsilon\'], varargs=None, keywords=None, defaults=[\'0.001\'], "
}
member_method {
name: "not_equal"
argspec: "args=[\'x\', \'y\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "one_hot"
argspec: "args=[\'indices\', \'num_classes\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "ones"
argspec: "args=[\'shape\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "ones_like"
argspec: "args=[\'x\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "permute_dimensions"
argspec: "args=[\'x\', \'pattern\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "placeholder"
argspec: "args=[\'shape\', \'ndim\', \'dtype\', \'sparse\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'False\', \'None\'], "
}
member_method {
name: "pool2d"
argspec: "args=[\'x\', \'pool_size\', \'strides\', \'padding\', \'data_format\', \'pool_mode\'], varargs=None, keywords=None, defaults=[\'(1, 1)\', \'valid\', \'None\', \'max\'], "
}
member_method {
name: "pool3d"
argspec: "args=[\'x\', \'pool_size\', \'strides\', \'padding\', \'data_format\', \'pool_mode\'], varargs=None, keywords=None, defaults=[\'(1, 1, 1)\', \'valid\', \'None\', \'max\'], "
}
member_method {
name: "pow"
argspec: "args=[\'x\', \'a\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "print_tensor"
argspec: "args=[\'x\', \'message\'], varargs=None, keywords=None, defaults=[\'\'], "
}
member_method {
name: "prod"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "random_binomial"
argspec: "args=[\'shape\', \'p\', \'dtype\', \'seed\'], varargs=None, keywords=None, defaults=[\'0.0\', \'None\', \'None\'], "
}
member_method {
name: "random_normal"
argspec: "args=[\'shape\', \'mean\', \'stddev\', \'dtype\', \'seed\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \'None\', \'None\'], "
}
member_method {
name: "random_normal_variable"
argspec: "args=[\'shape\', \'mean\', \'scale\', \'dtype\', \'name\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
}
member_method {
name: "random_uniform"
argspec: "args=[\'shape\', \'minval\', \'maxval\', \'dtype\', \'seed\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \'None\', \'None\'], "
}
member_method {
name: "random_uniform_variable"
argspec: "args=[\'shape\', \'low\', \'high\', \'dtype\', \'name\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
}
member_method {
name: "relu"
argspec: "args=[\'x\', \'alpha\', \'max_value\', \'threshold\'], varargs=None, keywords=None, defaults=[\'0.0\', \'None\', \'0\'], "
}
member_method {
name: "repeat"
argspec: "args=[\'x\', \'n\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "repeat_elements"
argspec: "args=[\'x\', \'rep\', \'axis\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "reset_uids"
argspec: "args=[], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "reshape"
argspec: "args=[\'x\', \'shape\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "resize_images"
argspec: "args=[\'x\', \'height_factor\', \'width_factor\', \'data_format\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "resize_volumes"
argspec: "args=[\'x\', \'depth_factor\', \'height_factor\', \'width_factor\', \'data_format\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "reverse"
argspec: "args=[\'x\', \'axes\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "rnn"
argspec: "args=[\'step_function\', \'inputs\', \'initial_states\', \'go_backwards\', \'mask\', \'constants\', \'unroll\', \'input_length\', \'time_major\'], varargs=None, keywords=None, defaults=[\'False\', \'None\', \'None\', \'False\', \'None\', \'False\'], "
}
member_method {
name: "round"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "separable_conv2d"
argspec: "args=[\'x\', \'depthwise_kernel\', \'pointwise_kernel\', \'strides\', \'padding\', \'data_format\', \'dilation_rate\'], varargs=None, keywords=None, defaults=[\'(1, 1)\', \'valid\', \'None\', \'(1, 1)\'], "
}
member_method {
name: "set_epsilon"
argspec: "args=[\'value\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "set_floatx"
argspec: "args=[\'value\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "set_image_data_format"
argspec: "args=[\'data_format\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "set_learning_phase"
argspec: "args=[\'value\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "set_session"
argspec: "args=[\'session\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "set_value"
argspec: "args=[\'x\', \'value\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "shape"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "sigmoid"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "sign"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "sin"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "softmax"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=[\'-1\'], "
}
member_method {
name: "softplus"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "softsign"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "sparse_categorical_crossentropy"
argspec: "args=[\'target\', \'output\', \'from_logits\', \'axis\'], varargs=None, keywords=None, defaults=[\'False\', \'-1\'], "
}
member_method {
name: "spatial_2d_padding"
argspec: "args=[\'x\', \'padding\', \'data_format\'], varargs=None, keywords=None, defaults=[\'((1, 1), (1, 1))\', \'None\'], "
}
member_method {
name: "spatial_3d_padding"
argspec: "args=[\'x\', \'padding\', \'data_format\'], varargs=None, keywords=None, defaults=[\'((1, 1), (1, 1), (1, 1))\', \'None\'], "
}
member_method {
name: "sqrt"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "square"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "squeeze"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "stack"
argspec: "args=[\'x\', \'axis\'], varargs=None, keywords=None, defaults=[\'0\'], "
}
member_method {
name: "std"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "stop_gradient"
argspec: "args=[\'variables\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "sum"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "switch"
argspec: "args=[\'condition\', \'then_expression\', \'else_expression\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "tanh"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "temporal_padding"
argspec: "args=[\'x\', \'padding\'], varargs=None, keywords=None, defaults=[\'(1, 1)\'], "
}
member_method {
name: "to_dense"
argspec: "args=[\'tensor\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "transpose"
argspec: "args=[\'x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "truncated_normal"
argspec: "args=[\'shape\', \'mean\', \'stddev\', \'dtype\', \'seed\'], varargs=None, keywords=None, defaults=[\'0.0\', \'1.0\', \'None\', \'None\'], "
}
member_method {
name: "update"
argspec: "args=[\'x\', \'new_x\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "update_add"
argspec: "args=[\'x\', \'increment\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "update_sub"
argspec: "args=[\'x\', \'decrement\'], varargs=None, keywords=None, defaults=None"
}
member_method {
name: "var"
argspec: "args=[\'x\', \'axis\', \'keepdims\'], varargs=None, keywords=None, defaults=[\'None\', \'False\'], "
}
member_method {
name: "variable"
argspec: "args=[\'value\', \'dtype\', \'name\', \'constraint\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\'], "
}
member_method {
name: "zeros"
argspec: "args=[\'shape\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
member_method {
name: "zeros_like"
argspec: "args=[\'x\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], "
}
}
|
