C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 5

daal_defines.h
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1 /* file: daal_defines.h */
2 /*******************************************************************************
3 * Copyright 2014-2019 Intel Corporation.
4 *
5 * This software and the related documents are Intel copyrighted materials, and
6 * your use of them is governed by the express license under which they were
7 * provided to you (License). Unless the License provides otherwise, you may not
8 * use, modify, copy, publish, distribute, disclose or transmit this software or
9 * the related documents without Intel's prior written permission.
10 *
11 * This software and the related documents are provided as is, with no express
12 * or implied warranties, other than those that are expressly stated in the
13 * License.
14 *******************************************************************************/
15 
16 /*
17 //++
18 // Common definitions.
19 //--
20 */
21 
22 #ifndef __DAAL_DEFINES_H__
23 #define __DAAL_DEFINES_H__
24 
27 #include <cstddef> // for size_t
28 
29 #if defined(_WIN32) || defined(_WIN64)
30  #ifdef __DAAL_IMPLEMENTATION
31  #define DAAL_EXPORT __declspec( dllexport )
32  #else
33  #define DAAL_EXPORT
34  #endif
35 #else
36  #define DAAL_EXPORT
37 #endif
38 
39 #if (defined(__INTEL_CXX11_MODE__) || __cplusplus > 199711L)
40  #define DAAL_C11_OVERRIDE override
41 #else
42  #define DAAL_C11_OVERRIDE
43 #endif
44 
45 /* Intel(R) DAAL 64-bit integer types */
46 #if (!defined(__INTEL_COMPILER)) & defined(_MSC_VER)
47  #define DAAL_INT64 __int64
48  #define DAAL_UINT64 unsigned __int64
49 #else
50  #define DAAL_INT64 long long int
51  #define DAAL_UINT64 unsigned long long int
52 #endif
53 
54 #if !defined(DAAL_INT)
55  #if defined(_WIN64) || defined(__x86_64__)
56  #define DAAL_INT __int64
57  #else
58  #define DAAL_INT __int32
59  #endif
60 #endif
61 
62 #if defined(DAAL_HIDE_DEPRECATED)
63  #define DAAL_DEPRECATED
64 #else
65  #ifdef __GNUC__
66  #define DAAL_DEPRECATED __attribute__ ((deprecated))
67  #elif defined(_MSC_VER)
68  #define DAAL_DEPRECATED __declspec(deprecated)
69  #else
70  #define DAAL_DEPRECATED
71  #endif
72 #endif
73 
74 #if defined(DAAL_HIDE_DEPRECATED)
75  #define DAAL_DEPRECATED_VIRTUAL
76 #else
77  #ifdef __INTEL_COMPILER
78  #define DAAL_DEPRECATED_VIRTUAL DAAL_DEPRECATED
79  #else
80  #define DAAL_DEPRECATED_VIRTUAL
81  #endif
82 #endif
83 
84 #if defined(_MSC_VER)
85  #define DAAL_FORCEINLINE __forceinline
86 #else
87  #define DAAL_FORCEINLINE inline __attribute__((always_inline))
88 #endif
89 
90 #if defined(__APPLE__)
91  #define DAAL_CPU_TOPO_DISABLED
92  #define DAAL_THREAD_PINNING_DISABLED
93 #endif
94 
95 #if defined(DAAL_CPU_TOPO_DISABLED)
96  #define DAAL_THREAD_PINNING_DISABLED
97 #endif
98 
102 namespace daal
103 {
108 enum ComputeMode
109 {
110  batch = 1,
111  distributed = 2,
112  online = 4
113 };
114 
119 enum ComputeStep
120 {
121  step1Local = 0,
122  step2Master = 1,
123  step3Local = 2,
124  step4Local = 3,
126  step2Local = 5,
127  step3Master = 6,
128  step5Master = 7,
130  step5Local = 8,
131  step6Local = 9,
132  step7Master = 10,
133  step8Local = 11,
134  step9Master = 12,
135  step10Local = 13,
136  step11Local = 14,
137  step12Local = 15,
138  step13Local = 16
139 };
140 
145 enum MemType
146 {
147  dram = 0,
148  mcdram = 1
149 };
150 
151 typedef unsigned char byte;
152 
157 template<class U, class V> struct IsSameType
158 { static const bool value = false; };
159 
164 template<class U> struct IsSameType<U, U>
165 { static const bool value = true; };
166 
167 const size_t DAAL_MALLOC_DEFAULT_ALIGNMENT = 64;
168 
169 const int SERIALIZATION_HOMOGEN_NT_ID = 1000;
170 const int SERIALIZATION_AOS_NT_ID = 3000;
171 const int SERIALIZATION_SOA_NT_ID = 3001;
172 const int SERIALIZATION_ARROW_IMMUTABLE_NT_ID = 3002;
173 const int SERIALIZATION_DATACOLLECTION_ID = 4000;
174 const int SERIALIZATION_KEYVALUEDATACOLLECTION_ID = 4010;
175 const int SERIALIZATION_DATAFEATURE_NT_ID = 5000;
176 const int SERIALIZATION_DATADICTIONARY_NT_ID = 6000;
177 const int SERIALIZATION_DATADICTIONARY_DS_ID = 6010;
178 const int SERIALIZATION_MATRIX_NT_ID = 7000;
179 const int SERIALIZATION_CSR_NT_ID = 8000;
180 const int SERIALIZATION_PACKEDSYMMETRIC_NT_ID = 11000;
181 const int SERIALIZATION_PACKEDTRIANGULAR_NT_ID = 12000;
182 const int SERIALIZATION_MERGE_NT_ID = 13000;
183 const int SERIALIZATION_ROWMERGE_NT_ID = 14000;
184 
185 const int SERIALIZATION_HOMOGEN_TENSOR_ID = 20000;
186 const int SERIALIZATION_TENSOR_OFFSET_LAYOUT_ID = 22000;
187 const int SERIALIZATION_MKL_TENSOR_ID = 24000;
188 
189 const int SERIALIZATION_OPTIONAL_RESULT_ID = 30000;
190 const int SERIALIZATION_MEMORY_BLOCK_ID = 40000;
191 
192 const int SERIALIZATION_LINEAR_REGRESSION_MODELNORMEQ_ID = 100100;
193 const int SERIALIZATION_LINEAR_REGRESSION_MODELQR_ID = 100110;
194 const int SERIALIZATION_LINEAR_REGRESSION_PARTIAL_RESULT_ID = 100120;
195 const int SERIALIZATION_LINEAR_REGRESSION_TRAINING_RESULT_ID = 100130;
196 const int SERIALIZATION_LINEAR_REGRESSION_PREDICTION_RESULT_ID = 100140;
197 const int SERIALIZATION_LINEAR_REGRESSION_SINGLE_BETA_RESULT_ID = 100150;
198 const int SERIALIZATION_LINEAR_REGRESSION_GROUP_OF_BETAS_RESULT_ID = 100160;
199 const int SERIALIZATION_LASSO_REGRESSION_MODEL_ID = 100170;
200 const int SERIALIZATION_LASSO_REGRESSION_TRAINING_RESULT_ID = 100180;
201 const int SERIALIZATION_LASSO_REGRESSION_PREDICTION_RESULT_ID = 100190;
202 
203 const int SERIALIZATION_PCA_RESULT_ID = 100200;
204 const int SERIALIZATION_PCA_PARTIAL_RESULT_CORRELATION_ID = 100210;
205 const int SERIALIZATION_PCA_PARTIAL_RESULT_SVD_ID = 100220;
206 const int SERIALIZATION_PCA_TRANSFORM_RESULT_ID = 100230;
207 const int SERIALIZATION_PCA_QUALITY_METRIC_RESULT_ID = 100240;
208 
209 const int SERIALIZATION_STUMP_MODEL_ID = 100300;
210 const int SERIALIZATION_STUMP_TRAINING_RESULT_ID = 100310;
211 
212 const int SERIALIZATION_ADABOOST_MODEL_ID = 100400;
213 const int SERIALIZATION_ADABOOST_TRAINING_RESULT_ID = 100410;
214 
215 const int SERIALIZATION_BROWNBOOST_MODEL_ID = 100500;
216 const int SERIALIZATION_BROWNBOOST_TRAINING_RESULT_ID = 100510;
217 
218 const int SERIALIZATION_LOGITBOOST_MODEL_ID = 100600;
219 const int SERIALIZATION_LOGITBOOST_TRAINING_RESULT_ID = 100610;
220 
221 const int SERIALIZATION_NAIVE_BAYES_MODEL_ID = 100700;
222 const int SERIALIZATION_NAIVE_BAYES_PARTIALMODEL_ID = 100710;
223 const int SERIALIZATION_NAIVE_BAYES_RESULT_ID = 100720;
224 const int SERIALIZATION_NAIVE_BAYES_PARTIAL_RESULT_ID = 100730;
225 
226 const int SERIALIZATION_SVM_MODEL_ID = 100800;
227 const int SERIALIZATION_SVM_TRAINING_RESULT_ID = 100810;
228 
229 const int SERIALIZATION_MULTI_CLASS_CLASSIFIER_MODEL_ID = 100900;
230 const int SERIALIZATION_MULTICLASS_CLASSIFIER_RESULT_ID = 100910;
231 
232 const int SERIALIZATION_COVARIANCE_PARTIAL_RESULT_ID = 101000;
233 const int SERIALIZATION_COVARIANCE_RESULT_ID = 101010;
234 
235 const int SERIALIZATION_KMEANS_PARTIAL_RESULT_ID = 101100;
236 const int SERIALIZATION_KMEANS_RESULT_ID = 101110;
237 const int SERIALIZATION_KMEANS_INIT_PARTIAL_RESULT_ID = 101200;
238 const int SERIALIZATION_KMEANS_INIT_STEP2LOCAL_PP_PARTIAL_RESULT_ID = 101210;
239 const int SERIALIZATION_KMEANS_INIT_STEP3MASTER_PP_PARTIAL_RESULT_ID = 101220;
240 const int SERIALIZATION_KMEANS_INIT_STEP4LOCAL_PP_PARTIAL_RESULT_ID = 101230;
241 const int SERIALIZATION_KMEANS_INIT_STEP5MASTER_PP_PARTIAL_RESULT_ID = 101240;
242 
243 const int SERIALIZATION_KMEANS_INIT_RESULT_ID = 101300;
244 
245 const int SERIALIZATION_CLASSIFIER_TRAINING_PARTIAL_RESULT_ID = 101400;
246 const int SERIALIZATION_CLASSIFIER_BINARY_CONFUSION_MATRIX_RESULT_ID = 101410;
247 const int SERIALIZATION_CLASSIFIER_MULTICLASS_CONFUSION_MATRIX_RESULT_ID = 101420;
248 const int SERIALIZATION_CLASSIFIER_PREDICTION_RESULT_ID = 101430;
249 const int SERIALIZATION_CLASSIFIER_TRAINING_RESULT_ID = 101440;
250 
251 const int SERIALIZATION_MOMENTS_PARTIAL_RESULT_ID = 101500;
252 const int SERIALIZATION_MOMENTS_RESULT_ID = 101510;
253 
254 const int SERIALIZATION_IMPLICIT_ALS_MODEL_ID = 101600;
255 const int SERIALIZATION_IMPLICIT_ALS_PARTIALMODEL_ID = 101610;
256 const int SERIALIZATION_IMPLICIT_ALS_PREDICTION_RATINGS_PARTIAL_RESULT_ID = 101620;
257 const int SERIALIZATION_IMPLICIT_ALS_PREDICTION_RATINGS_RESULT_ID = 101630;
258 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_RESULT_ID = 101640;
259 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_PARTIAL_RESULT_BASE_ID = 101645;
260 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_PARTIAL_RESULT_ID = 101650;
261 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_DISTRIBUTED_PARTIAL_RESULT_STEP2_ID = 101657;
262 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_RESULT_ID = 101660;
263 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP1_ID = 101670;
264 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP2_ID = 101675;
265 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 101680;
266 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP4_ID = 101685;
267 
268 const int SERIALIZATION_ASSOCIATION_RULES_RESULT_ID = 101700;
269 
270 const int SERIALIZATION_CHOLESKY_RESULT_ID = 101800;
271 
272 const int SERIALIZATION_CORRELATION_DISTANCE_RESULT_ID = 101900;
273 const int SERIALIZATION_COSINE_DISTANCE_RESULT_ID = 101910;
274 
275 const int SERIALIZATION_EM_GMM_INIT_RESULT_ID = 102000;
276 const int SERIALIZATION_EM_GMM_RESULT_ID = 102010;
277 
278 const int SERIALIZATION_KERNEL_FUNCTION_RESULT_ID = 102100;
279 
280 const int SERIALIZATION_OUTLIER_DETECTION_MULTIVARIATE_RESULT_ID = 102200;
281 const int SERIALIZATION_OUTLIER_DETECTION_UNIVARIATE_RESULT_ID = 102210;
282 const int SERIALIZATION_OUTLIER_DETECTION_BACON_RESULT_ID = 102220;
283 
284 const int SERIALIZATION_PIVOTED_QR_RESULT_ID = 102300;
285 
286 const int SERIALIZATION_QR_RESULT_ID = 102400;
287 const int SERIALIZATION_QR_ONLINE_PARTIAL_RESULT_ID = 102410;
288 const int SERIALIZATION_QR_DISTRIBUTED_PARTIAL_RESULT_ID = 102420;
289 const int SERIALIZATION_QR_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 102430;
290 
291 const int SERIALIZATION_QUANTILES_RESULT_ID = 102500;
292 
293 const int SERIALIZATION_WEAK_LEARNER_RESULT_ID = 102600;
294 
295 const int SERIALIZATION_SVD_RESULT_ID = 102700;
296 const int SERIALIZATION_SVD_ONLINE_PARTIAL_RESULT_ID = 102710;
297 const int SERIALIZATION_SVD_DISTRIBUTED_PARTIAL_RESULT_ID = 102720;
298 const int SERIALIZATION_SVD_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 102730;
299 
300 const int SERIALIZATION_RELU_RESULT_ID = 103000;
301 
302 const int SERIALIZATION_SORTING_RESULT_ID = 103100;
303 
304 const int SERIALIZATION_SOFTMAX_RESULT_ID = 103200;
305 const int SERIALIZATION_LOGISTIC_RESULT_ID = 103300;
306 const int SERIALIZATION_TANH_RESULT_ID = 103400;
307 
308 const int SERIALIZATION_SMOOTHRELU_RESULT_ID = 103500;
309 const int SERIALIZATION_ABS_RESULT_ID = 103600;
310 
311 const int SERIALIZATION_OBJECTIVE_FUNCTION_RESULT_ID = 103700;
312 const int SERIALIZATION_ITERATIVE_SOLVER_RESULT_ID = 103810;
313 const int SERIALIZATION_ADAGRAD_RESULT_ID = 103820;
314 const int SERIALIZATION_LBFGS_RESULT_ID = 103830;
315 const int SERIALIZATION_SGD_RESULT_ID = 103840;
316 const int SERIALIZATION_SAGA_RESULT_ID = 103850;
317 const int SERIALIZATION_COORDINATE_DESCENT_RESULT_ID = 103860;
318 
319 const int SERIALIZATION_NORMALIZATION_ZSCORE_RESULT_ID = 103900;
320 const int SERIALIZATION_NORMALIZATION_MINMAX_RESULT_ID = 103910;
321 
322 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_MODEL_ID = 104000;
323 const int SERIALIZATION_NEURAL_NETWORKS_PREDICTION_MODEL_ID = 104010;
324 const int SERIALIZATION_NEURAL_NETWORKS_NUMERIC_TABLE_WEIGHTS_AND_BIASES_ID = 104020;
325 const int SERIALIZATION_NEURAL_NETWORKS_NUMERIC_TABLE_WEIGHTS_AND_BIASES_DERIVATIVES_ID = 104030;
326 const int SERIALIZATION_NEURAL_NETWORKS_TENSOR_WEIGHTS_AND_BIASES_ID = 104040;
327 const int SERIALIZATION_NEURAL_NETWORKS_TENSOR_WEIGHTS_AND_BIASES_DERIVATIVES_ID = 104050;
328 
329 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_RESULT_ID = 104100;
330 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_PARTIAL_RESULT_ID = 104101;
331 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_DISTRIBUTED_PARTIAL_RESULT_ID = 104102;
332 const int SERIALIZATION_NEURAL_NETWORKS_PREDICTION_RESULT_ID = 104110;
333 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_BACKWARD_RESULT_ID = 104120;
334 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_FORWARD_RESULT_ID = 104130;
335 
336 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ABS_BACKWARD_RESULT_ID = 104140;
337 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ABS_FORWARD_RESULT_ID = 104150;
338 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOGISTIC_BACKWARD_RESULT_ID = 104160;
339 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOGISTIC_FORWARD_RESULT_ID = 104170;
340 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RELU_BACKWARD_RESULT_ID = 104180;
341 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RELU_FORWARD_RESULT_ID = 104190;
342 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SMOOTHRELU_BACKWARD_RESULT_ID = 104200;
343 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SMOOTHRELU_FORWARD_RESULT_ID = 104210;
344 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TANH_BACKWARD_RESULT_ID = 104220;
345 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TANH_FORWARD_RESULT_ID = 104230;
346 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_PRELU_FORWARD_RESULT_ID = 104240;
347 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_PRELU_BACKWARD_RESULT_ID = 104250;
348 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SOFTMAX_BACKWARD_RESULT_ID = 104260;
349 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SOFTMAX_FORWARD_RESULT_ID = 104270;
350 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_FULLYCONNECTED_BACKWARD_RESULT_ID = 104320;
351 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_FULLYCONNECTED_FORWARD_RESULT_ID = 104330;
352 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_DROPOUT_BACKWARD_RESULT_ID = 104340;
353 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_DROPOUT_FORWARD_RESULT_ID = 104350;
354 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_BATCH_NORMALIZATION_FORWARD_RESULT_ID = 104360;
355 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_BATCH_NORMALIZATION_BACKWARD_RESULT_ID = 104370;
356 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LRN_BACKWARD_RESULT_ID = 104380;
357 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LRN_FORWARD_RESULT_ID = 104390;
358 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPLIT_FORWARD_RESULT_ID = 104400;
359 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPLIT_BACKWARD_RESULT_ID = 104410;
360 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONVOLUTION2D_BACKWARD_RESULT_ID = 104420;
361 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONVOLUTION2D_FORWARD_RESULT_ID = 104430;
362 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONCAT_BACKWARD_RESULT_ID = 104440;
363 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONCAT_FORWARD_RESULT_ID = 104450;
364 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING1D_FORWARD_RESULT_ID = 104460;
365 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING1D_FORWARD_RESULT_ID = 104470;
366 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING1D_BACKWARD_RESULT_ID = 104480;
367 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING1D_BACKWARD_RESULT_ID = 104490;
368 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING2D_FORWARD_RESULT_ID = 104500;
369 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING2D_FORWARD_RESULT_ID = 104510;
370 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING2D_BACKWARD_RESULT_ID = 104520;
371 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING2D_BACKWARD_RESULT_ID = 104530;
372 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING3D_FORWARD_RESULT_ID = 104540;
373 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING3D_FORWARD_RESULT_ID = 104550;
374 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING3D_BACKWARD_RESULT_ID = 104560;
375 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING3D_BACKWARD_RESULT_ID = 104570;
376 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_SOFTMAX_CROSS_FORWARD_RESULT_ID = 104580;
377 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_SOFTMAX_CROSS_BACKWARD_RESULT_ID = 104590;
378 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_STOCHASTIC_POOLING2D_FORWARD_RESULT_ID = 104600;
379 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_STOCHASTIC_POOLING2D_BACKWARD_RESULT_ID = 104610;
380 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOCALLYCONNECTED2D_FORWARD_RESULT_ID = 104620;
381 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOCALLYCONNECTED2D_BACKWARD_RESULT_ID = 104625;
382 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LCN_FORWARD_RESULT_ID = 104630;
383 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LCN_BACKWARD_RESULT_ID = 104635;
384 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_AVERAGE_POOLING2D_FORWARD_RESULT_ID = 104640;
385 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_AVERAGE_POOLING2D_BACKWARD_RESULT_ID = 104650;
386 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_MAXIMUM_POOLING2D_FORWARD_RESULT_ID = 104660;
387 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_MAXIMUM_POOLING2D_BACKWARD_RESULT_ID = 104670;
388 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_STOCHASTIC_POOLING2D_FORWARD_RESULT_ID = 104680;
389 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_STOCHASTIC_POOLING2D_BACKWARD_RESULT_ID = 104690;
390 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TRANSPOSED_CONV2D_BACKWARD_RESULT_ID = 104700;
391 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TRANSPOSED_CONV2D_FORWARD_RESULT_ID = 104710;
392 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_LOGISTIC_CROSS_FORWARD_RESULT_ID = 104720;
393 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_LOGISTIC_CROSS_BACKWARD_RESULT_ID = 104730;
394 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RESHAPE_BACKWARD_RESULT_ID = 104740;
395 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RESHAPE_FORWARD_RESULT_ID = 104750;
396 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELTWISE_SUM_FORWARD_RESULT_ID = 104760;
397 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELTWISE_SUM_BACKWARD_RESULT_ID = 104770;
398 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELU_FORWARD_RESULT_ID = 104780;
399 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELU_BACKWARD_RESULT_ID = 104790;
400 
401 const int SERIALIZATION_RIDGE_REGRESSION_MODELNORMEQ_ID = 105000;
402 const int SERIALIZATION_RIDGE_REGRESSION_PARTIAL_RESULT_ID = 105010;
403 const int SERIALIZATION_RIDGE_REGRESSION_TRAINING_RESULT_ID = 105020;
404 const int SERIALIZATION_RIDGE_REGRESSION_PREDICTION_RESULT_ID = 105030;
405 
406 const int SERIALIZATION_K_NEAREST_NEIGHBOR_MODEL_ID = 106000;
407 const int SERIALIZATION_K_NEAREST_NEIGHBOR_TRAINING_RESULT_ID = 106010;
408 
409 const int SERIALIZATION_DECISION_FOREST_CLASSIFICATION_MODEL_ID = 107000;
410 const int SERIALIZATION_DECISION_FOREST_CLASSIFICATION_TRAINING_RESULT_ID = 107010;
411 const int SERIALIZATION_DECISION_FOREST_CLASSIFICATION_PREDICTION_RESULT_ID = 107020;
412 const int SERIALIZATION_DECISION_FOREST_REGRESSION_MODEL_ID = 107030;
413 const int SERIALIZATION_DECISION_FOREST_REGRESSION_TRAINING_RESULT_ID = 107040;
414 const int SERIALIZATION_DECISION_FOREST_REGRESSION_PREDICTION_RESULT_ID = 107050;
415 const int SERIALIZATION_GBT_CLASSIFICATION_MODEL_ID = 107100;
416 const int SERIALIZATION_GBT_CLASSIFICATION_TRAINING_RESULT_ID = 107110;
417 const int SERIALIZATION_GBT_CLASSIFICATION_PREDICTION_RESULT_ID = 107120;
418 const int SERIALIZATION_GBT_REGRESSION_MODEL_ID = 107130;
419 const int SERIALIZATION_GBT_REGRESSION_TRAINING_RESULT_ID = 107140;
420 const int SERIALIZATION_GBT_REGRESSION_PREDICTION_RESULT_ID = 107150;
421 const int SERIALIZATION_GBT_DECISION_TREE_ID = 107160;
422 
423 const int SERIALIZATION_DECISION_TREE_CLASSIFICATION_MODEL_ID = 108000;
424 const int SERIALIZATION_DECISION_TREE_CLASSIFICATION_TRAINING_RESULT_ID = 108010;
425 const int SERIALIZATION_DECISION_TREE_REGRESSION_MODEL_ID = 108020;
426 const int SERIALIZATION_DECISION_TREE_REGRESSION_TRAINING_RESULT_ID = 108030;
427 const int SERIALIZATION_DECISION_TREE_REGRESSION_PREDICTION_RESULT_ID = 108040;
428 
429 const int SERIALIZATION_REGRESSION_TRAINING_RESULT_ID = 109000;
430 const int SERIALIZATION_REGRESSION_PREDICTION_RESULT_ID = 109020;
431 
432 const int SERIALIZATION_LM_TRAINING_RESULT_ID = 109100;
433 const int SERIALIZATION_LM_PREDICTION_RESULT_ID = 109120;
434 
435 const int SERIALIZATION_LOGISTIC_REGRESSION_MODEL_ID = 110000;
436 const int SERIALIZATION_LOGISTIC_REGRESSION_TRAINING_RESULT_ID = 110010;
437 const int SERIALIZATION_LOGISTIC_REGRESSION_PREDICTION_RESULT_ID = 110020;
438 
439 const int SERIALIZATION_DBSCAN_RESULT_ID = 120000;
440 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP1_ID = 120100;
441 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP2_ID = 120200;
442 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 120300;
443 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP4_ID = 120400;
444 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP5_ID = 120500;
445 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP6_ID = 120600;
446 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP7_ID = 120700;
447 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP8_ID = 120800;
448 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP9_ID = 120900;
449 const int SERIALIZATION_DBSCAN_DISTRIBUTED_RESULT_STEP9_ID = 120910;
450 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP10_ID = 121000;
451 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP11_ID = 121100;
452 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP12_ID = 121200;
453 const int SERIALIZATION_DBSCAN_DISTRIBUTED_RESULT_STEP13_ID = 121300;
454 const int SERIALIZATION_DBSCAN_DISTRIBUTED_PARTIAL_RESULT_STEP13_ID = 121310;
455 
456 };
457 
458 #define DAAL_NEW_DELETE() \
459 static void *operator new(std::size_t sz) \
460 { \
461  return daal::services::daal_malloc(sz); \
462 } \
463 static void *operator new[](std::size_t sz) \
464 { \
465  return daal::services::daal_malloc(sz); \
466 } \
467 static void *operator new(std::size_t sz, void *where) \
468 { \
469  return where; \
470 } \
471 static void *operator new[](std::size_t sz, void *where) \
472 { \
473  return where; \
474 } \
475 static void operator delete(void *ptr, std::size_t sz) \
476 { \
477  daal::services::daal_free(ptr); \
478 } \
479 static void operator delete[](void *ptr, std::size_t sz) \
480 { \
481  daal::services::daal_free(ptr); \
482 }
483 
484 #define DAAL_CAST_OPERATOR(ClassName) \
485 template<class U> \
486 static services::SharedPtr<ClassName> cast(const services::SharedPtr<U> &r) \
487 { \
488  return services::dynamicPointerCast<ClassName, U>(r); \
489 }
490 
491 #define DAAL_DOWN_CAST_OPERATOR(DstClassName, SrcClassName) \
492 static services::SharedPtr<DstClassName> downCast(const services::SharedPtr<SrcClassName> &r) \
493 { \
494  return services::dynamicPointerCast<DstClassName, SrcClassName>(r); \
495 }
496 
497 #ifndef DAAL_ALGORITHM_FP_TYPE
498 #define DAAL_ALGORITHM_FP_TYPE float /* default type for algorithms */
499 #endif
500 #ifndef DAAL_DATA_TYPE
501 #define DAAL_DATA_TYPE float /* default type for tables and tensors */
502 #endif
503 #ifndef DAAL_SUMMARY_STATISTICS_TYPE
504 #define DAAL_SUMMARY_STATISTICS_TYPE float /* default type for summary statistics in data source */
505 #endif
506 
507 #ifdef DEBUG_ASSERT
508  #include <assert.h>
509  #define DAAL_ASSERT(cond) assert(cond);
510 #else
511  #define DAAL_ASSERT(cond)
512 #endif
513 
514 #define DAAL_CHECK(cond, error) if(!(cond)) return services::Status(error);
515 #define DAAL_CHECK_EX(cond, error, detailType, detailValue) if(!(cond)) return services::Status(services::Error::create(error, detailType, detailValue));
516 #define DAAL_CHECK_THR(cond, error) {using namespace services; if(!(cond)) { safeStat.add(error); return; } }
517 
518 #define DAAL_CHECK_MALLOC(cond) DAAL_CHECK(cond, services::ErrorMemoryAllocationFailed)
519 #define DAAL_CHECK_MALLOC_THR(cond) DAAL_CHECK_THR(cond, services::ErrorMemoryAllocationFailed)
520 
521 #define DAAL_CHECK_STATUS(destVar, srcVal) { destVar |= (srcVal); if(!(destVar)) return destVar; }
522 #define DAAL_CHECK_STATUS_VAR(statVal) { if(!(statVal)) return statVal; }
523 #define DAAL_CHECK_STATUS_THR(statVal) { if(!(statVal)) { safeStat.add(statVal); return; } }
524 #define DAAL_CHECK_SAFE_STATUS() { if(!(safeStat)) return safeStat.detach(); }
525 #define DAAL_CHECK_BREAK(cond) { if((cond)) break; }
526 #define DAAL_CHECK_STATUS_OK(cond, status) { if(!(cond)) return status; }
527 #define DAAL_CHECK_COND_ERROR(cond, status, error) { if(!(cond)) (status).add(error); }
528 
529 #define DAAL_CHECK_BLOCK_STATUS(block) { if(!(block).status()) return (block).status(); }
530 #define DAAL_CHECK_BLOCK_STATUS_THR(block) DAAL_CHECK_STATUS_THR((block).status())
531 
532 #define DAAL_DEFAULT_CREATE_IMPL(Type) \
533 { \
534  services::Status defaultSt; \
535  services::Status &st = (stat ? *stat : defaultSt); \
536  services::SharedPtr<Type> result(new Type(st)); \
537  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
538  if (!st) { result.reset(); } \
539  return result; \
540 }
541 
542 #define DAAL_DEFAULT_CREATE_IMPL_EX(Type, ...) \
543 { \
544  services::Status defaultSt; \
545  services::Status &st = (stat ? *stat : defaultSt); \
546  services::SharedPtr<Type> result(new Type(__VA_ARGS__, st)); \
547  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
548  if (!st) { result.reset(); } \
549  return result; \
550 }
551 
552 #define DAAL_TEMPLATE_ARGUMENTS(...) __VA_ARGS__
553 
554 #define DAAL_DEFAULT_CREATE_TEMPLATE_IMPL(Type, TemplateArgs) \
555 { \
556  services::Status defaultSt; \
557  services::Status &st = (stat ? *stat : defaultSt); \
558  services::SharedPtr<Type<TemplateArgs> > result(new Type<TemplateArgs>(st)); \
559  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
560  if (!st) { result.reset(); } \
561  return result; \
562 }
563 
564 #define DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(Type, TemplateArgs, ...) \
565 { \
566  services::Status defaultSt; \
567  services::Status &st = (stat ? *stat : defaultSt); \
568  services::SharedPtr<Type<TemplateArgs> > result(new Type<TemplateArgs>(__VA_ARGS__, st)); \
569  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
570  if (!st) { result.reset(); } \
571  return result; \
572 }
573 
574 #define DAAL_ALLOCATE_TENSOR_AND_SET(s, collectionId, tensorDim) \
575 { \
576  set(collectionId, data_management::HomogenTensor<algorithmFPType>::create(tensorDim, data_management::Tensor::doAllocate, &s)); \
577  DAAL_CHECK_STATUS_VAR(s); \
578 }
579 
580 #define DAAL_CHECK_NUMERIC_TABLE(destVar, ...) DAAL_CHECK_STATUS(destVar, data_management::checkNumericTable(__VA_ARGS__))
581 #define DAAL_CHECK_TENSOR(destVar, ...) DAAL_CHECK_STATUS(destVar, data_management::checkTensor(__VA_ARGS__))
582 
583 #endif
daal::step7Master
Definition: daal_defines.h:132
daal::IsSameType
Definition: daal_defines.h:157
daal::step2Local
Definition: daal_defines.h:126
daal
Definition: algorithm_base_common.h:31
daal::step5Master
Definition: daal_defines.h:128
daal::step5Local
Definition: daal_defines.h:130
daal::step10Local
Definition: daal_defines.h:135
daal::mcdram
Definition: daal_defines.h:148
daal::ComputeStep
ComputeStep
Definition: daal_defines.h:119
daal::dram
Definition: daal_defines.h:147
daal::step3Master
Definition: daal_defines.h:127
daal::step9Master
Definition: daal_defines.h:134
daal::distributed
Definition: daal_defines.h:111
daal::batch
Definition: daal_defines.h:110
daal::step13Local
Definition: daal_defines.h:138
daal::step4Local
Definition: daal_defines.h:124
daal::step1Local
Definition: daal_defines.h:121
daal::step2Master
Definition: daal_defines.h:122
daal::online
Definition: daal_defines.h:112
daal::step12Local
Definition: daal_defines.h:137
daal::step8Local
Definition: daal_defines.h:133
daal::step6Local
Definition: daal_defines.h:131
daal::step3Local
Definition: daal_defines.h:123
daal::ComputeMode
ComputeMode
Definition: daal_defines.h:108
daal::MemType
MemType
Definition: daal_defines.h:145
daal::step11Local
Definition: daal_defines.h:136

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