C++ API Reference for Intel® Data Analytics Acceleration Library 2019 Update 4

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
129 };
130 
135 enum MemType
136 {
137  dram = 0,
138  mcdram = 1
139 };
140 
141 typedef unsigned char byte;
142 
147 template<class U, class V> struct IsSameType
148 { static const bool value = false; };
149 
154 template<class U> struct IsSameType<U, U>
155 { static const bool value = true; };
156 
157 const size_t DAAL_MALLOC_DEFAULT_ALIGNMENT = 64;
158 
159 const int SERIALIZATION_HOMOGEN_NT_ID = 1000;
160 const int SERIALIZATION_AOS_NT_ID = 3000;
161 const int SERIALIZATION_SOA_NT_ID = 3001;
162 const int SERIALIZATION_DATACOLLECTION_ID = 4000;
163 const int SERIALIZATION_KEYVALUEDATACOLLECTION_ID = 4010;
164 const int SERIALIZATION_DATAFEATURE_NT_ID = 5000;
165 const int SERIALIZATION_DATADICTIONARY_NT_ID = 6000;
166 const int SERIALIZATION_DATADICTIONARY_DS_ID = 6010;
167 const int SERIALIZATION_MATRIX_NT_ID = 7000;
168 const int SERIALIZATION_CSR_NT_ID = 8000;
169 const int SERIALIZATION_PACKEDSYMMETRIC_NT_ID = 11000;
170 const int SERIALIZATION_PACKEDTRIANGULAR_NT_ID = 12000;
171 const int SERIALIZATION_MERGE_NT_ID = 13000;
172 const int SERIALIZATION_ROWMERGE_NT_ID = 14000;
173 
174 const int SERIALIZATION_HOMOGEN_TENSOR_ID = 20000;
175 const int SERIALIZATION_TENSOR_OFFSET_LAYOUT_ID = 22000;
176 const int SERIALIZATION_MKL_TENSOR_ID = 24000;
177 
178 const int SERIALIZATION_OPTIONAL_RESULT_ID = 30000;
179 const int SERIALIZATION_MEMORY_BLOCK_ID = 40000;
180 
181 const int SERIALIZATION_LINEAR_REGRESSION_MODELNORMEQ_ID = 100100;
182 const int SERIALIZATION_LINEAR_REGRESSION_MODELQR_ID = 100110;
183 const int SERIALIZATION_LINEAR_REGRESSION_PARTIAL_RESULT_ID = 100120;
184 const int SERIALIZATION_LINEAR_REGRESSION_TRAINING_RESULT_ID = 100130;
185 const int SERIALIZATION_LINEAR_REGRESSION_PREDICTION_RESULT_ID = 100140;
186 const int SERIALIZATION_LINEAR_REGRESSION_SINGLE_BETA_RESULT_ID = 100150;
187 const int SERIALIZATION_LINEAR_REGRESSION_GROUP_OF_BETAS_RESULT_ID = 100160;
188 
189 const int SERIALIZATION_PCA_RESULT_ID = 100200;
190 const int SERIALIZATION_PCA_PARTIAL_RESULT_CORRELATION_ID = 100210;
191 const int SERIALIZATION_PCA_PARTIAL_RESULT_SVD_ID = 100220;
192 const int SERIALIZATION_PCA_TRANSFORM_RESULT_ID = 100230;
193 const int SERIALIZATION_PCA_QUALITY_METRIC_RESULT_ID = 100240;
194 
195 const int SERIALIZATION_STUMP_MODEL_ID = 100300;
196 const int SERIALIZATION_STUMP_TRAINING_RESULT_ID = 100310;
197 
198 const int SERIALIZATION_ADABOOST_MODEL_ID = 100400;
199 const int SERIALIZATION_ADABOOST_TRAINING_RESULT_ID = 100410;
200 
201 const int SERIALIZATION_BROWNBOOST_MODEL_ID = 100500;
202 const int SERIALIZATION_BROWNBOOST_TRAINING_RESULT_ID = 100510;
203 
204 const int SERIALIZATION_LOGITBOOST_MODEL_ID = 100600;
205 const int SERIALIZATION_LOGITBOOST_TRAINING_RESULT_ID = 100610;
206 
207 const int SERIALIZATION_NAIVE_BAYES_MODEL_ID = 100700;
208 const int SERIALIZATION_NAIVE_BAYES_PARTIALMODEL_ID = 100710;
209 const int SERIALIZATION_NAIVE_BAYES_RESULT_ID = 100720;
210 const int SERIALIZATION_NAIVE_BAYES_PARTIAL_RESULT_ID = 100730;
211 
212 const int SERIALIZATION_SVM_MODEL_ID = 100800;
213 const int SERIALIZATION_SVM_TRAINING_RESULT_ID = 100810;
214 
215 const int SERIALIZATION_MULTI_CLASS_CLASSIFIER_MODEL_ID = 100900;
216 const int SERIALIZATION_MULTICLASS_CLASSIFIER_RESULT_ID = 100910;
217 
218 const int SERIALIZATION_COVARIANCE_PARTIAL_RESULT_ID = 101000;
219 const int SERIALIZATION_COVARIANCE_RESULT_ID = 101010;
220 
221 const int SERIALIZATION_KMEANS_PARTIAL_RESULT_ID = 101100;
222 const int SERIALIZATION_KMEANS_RESULT_ID = 101110;
223 const int SERIALIZATION_KMEANS_INIT_PARTIAL_RESULT_ID = 101200;
224 const int SERIALIZATION_KMEANS_INIT_STEP2LOCAL_PP_PARTIAL_RESULT_ID = 101210;
225 const int SERIALIZATION_KMEANS_INIT_STEP3MASTER_PP_PARTIAL_RESULT_ID = 101220;
226 const int SERIALIZATION_KMEANS_INIT_STEP4LOCAL_PP_PARTIAL_RESULT_ID = 101230;
227 const int SERIALIZATION_KMEANS_INIT_STEP5MASTER_PP_PARTIAL_RESULT_ID = 101240;
228 
229 const int SERIALIZATION_KMEANS_INIT_RESULT_ID = 101300;
230 
231 const int SERIALIZATION_CLASSIFIER_TRAINING_PARTIAL_RESULT_ID = 101400;
232 const int SERIALIZATION_CLASSIFIER_BINARY_CONFUSION_MATRIX_RESULT_ID = 101410;
233 const int SERIALIZATION_CLASSIFIER_MULTICLASS_CONFUSION_MATRIX_RESULT_ID = 101420;
234 const int SERIALIZATION_CLASSIFIER_PREDICTION_RESULT_ID = 101430;
235 const int SERIALIZATION_CLASSIFIER_TRAINING_RESULT_ID = 101440;
236 
237 const int SERIALIZATION_MOMENTS_PARTIAL_RESULT_ID = 101500;
238 const int SERIALIZATION_MOMENTS_RESULT_ID = 101510;
239 
240 const int SERIALIZATION_IMPLICIT_ALS_MODEL_ID = 101600;
241 const int SERIALIZATION_IMPLICIT_ALS_PARTIALMODEL_ID = 101610;
242 const int SERIALIZATION_IMPLICIT_ALS_PREDICTION_RATINGS_PARTIAL_RESULT_ID = 101620;
243 const int SERIALIZATION_IMPLICIT_ALS_PREDICTION_RATINGS_RESULT_ID = 101630;
244 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_RESULT_ID = 101640;
245 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_PARTIAL_RESULT_BASE_ID = 101645;
246 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_PARTIAL_RESULT_ID = 101650;
247 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_INIT_DISTRIBUTED_PARTIAL_RESULT_STEP2_ID = 101657;
248 const int SERIALIZATION_IMPLICIT_ALS_TRAINING_RESULT_ID = 101660;
249 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP1_ID = 101670;
250 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP2_ID = 101675;
251 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 101680;
252 const int SERIALIZATION_IMPLICIT_ALS_DISTRIBUTED_PARTIAL_RESULT_STEP4_ID = 101685;
253 
254 const int SERIALIZATION_ASSOCIATION_RULES_RESULT_ID = 101700;
255 
256 const int SERIALIZATION_CHOLESKY_RESULT_ID = 101800;
257 
258 const int SERIALIZATION_CORRELATION_DISTANCE_RESULT_ID = 101900;
259 const int SERIALIZATION_COSINE_DISTANCE_RESULT_ID = 101910;
260 
261 const int SERIALIZATION_EM_GMM_INIT_RESULT_ID = 102000;
262 const int SERIALIZATION_EM_GMM_RESULT_ID = 102010;
263 
264 const int SERIALIZATION_KERNEL_FUNCTION_RESULT_ID = 102100;
265 
266 const int SERIALIZATION_OUTLIER_DETECTION_MULTIVARIATE_RESULT_ID = 102200;
267 const int SERIALIZATION_OUTLIER_DETECTION_UNIVARIATE_RESULT_ID = 102210;
268 const int SERIALIZATION_OUTLIER_DETECTION_BACON_RESULT_ID = 102220;
269 
270 const int SERIALIZATION_PIVOTED_QR_RESULT_ID = 102300;
271 
272 const int SERIALIZATION_QR_RESULT_ID = 102400;
273 const int SERIALIZATION_QR_ONLINE_PARTIAL_RESULT_ID = 102410;
274 const int SERIALIZATION_QR_DISTRIBUTED_PARTIAL_RESULT_ID = 102420;
275 const int SERIALIZATION_QR_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 102430;
276 
277 const int SERIALIZATION_QUANTILES_RESULT_ID = 102500;
278 
279 const int SERIALIZATION_WEAK_LEARNER_RESULT_ID = 102600;
280 
281 const int SERIALIZATION_SVD_RESULT_ID = 102700;
282 const int SERIALIZATION_SVD_ONLINE_PARTIAL_RESULT_ID = 102710;
283 const int SERIALIZATION_SVD_DISTRIBUTED_PARTIAL_RESULT_ID = 102720;
284 const int SERIALIZATION_SVD_DISTRIBUTED_PARTIAL_RESULT_STEP3_ID = 102730;
285 
286 const int SERIALIZATION_RELU_RESULT_ID = 103000;
287 
288 const int SERIALIZATION_SORTING_RESULT_ID = 103100;
289 
290 const int SERIALIZATION_SOFTMAX_RESULT_ID = 103200;
291 const int SERIALIZATION_LOGISTIC_RESULT_ID = 103300;
292 const int SERIALIZATION_TANH_RESULT_ID = 103400;
293 
294 const int SERIALIZATION_SMOOTHRELU_RESULT_ID = 103500;
295 const int SERIALIZATION_ABS_RESULT_ID = 103600;
296 
297 const int SERIALIZATION_OBJECTIVE_FUNCTION_RESULT_ID = 103700;
298 const int SERIALIZATION_ITERATIVE_SOLVER_RESULT_ID = 103810;
299 const int SERIALIZATION_ADAGRAD_RESULT_ID = 103820;
300 const int SERIALIZATION_LBFGS_RESULT_ID = 103830;
301 const int SERIALIZATION_SGD_RESULT_ID = 103840;
302 const int SERIALIZATION_SAGA_RESULT_ID = 103850;
303 
304 const int SERIALIZATION_NORMALIZATION_ZSCORE_RESULT_ID = 103900;
305 const int SERIALIZATION_NORMALIZATION_MINMAX_RESULT_ID = 103910;
306 
307 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_MODEL_ID = 104000;
308 const int SERIALIZATION_NEURAL_NETWORKS_PREDICTION_MODEL_ID = 104010;
309 const int SERIALIZATION_NEURAL_NETWORKS_NUMERIC_TABLE_WEIGHTS_AND_BIASES_ID = 104020;
310 const int SERIALIZATION_NEURAL_NETWORKS_NUMERIC_TABLE_WEIGHTS_AND_BIASES_DERIVATIVES_ID = 104030;
311 const int SERIALIZATION_NEURAL_NETWORKS_TENSOR_WEIGHTS_AND_BIASES_ID = 104040;
312 const int SERIALIZATION_NEURAL_NETWORKS_TENSOR_WEIGHTS_AND_BIASES_DERIVATIVES_ID = 104050;
313 
314 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_RESULT_ID = 104100;
315 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_PARTIAL_RESULT_ID = 104101;
316 const int SERIALIZATION_NEURAL_NETWORKS_TRAINING_DISTRIBUTED_PARTIAL_RESULT_ID = 104102;
317 const int SERIALIZATION_NEURAL_NETWORKS_PREDICTION_RESULT_ID = 104110;
318 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_BACKWARD_RESULT_ID = 104120;
319 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_FORWARD_RESULT_ID = 104130;
320 
321 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ABS_BACKWARD_RESULT_ID = 104140;
322 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ABS_FORWARD_RESULT_ID = 104150;
323 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOGISTIC_BACKWARD_RESULT_ID = 104160;
324 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOGISTIC_FORWARD_RESULT_ID = 104170;
325 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RELU_BACKWARD_RESULT_ID = 104180;
326 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RELU_FORWARD_RESULT_ID = 104190;
327 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SMOOTHRELU_BACKWARD_RESULT_ID = 104200;
328 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SMOOTHRELU_FORWARD_RESULT_ID = 104210;
329 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TANH_BACKWARD_RESULT_ID = 104220;
330 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TANH_FORWARD_RESULT_ID = 104230;
331 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_PRELU_FORWARD_RESULT_ID = 104240;
332 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_PRELU_BACKWARD_RESULT_ID = 104250;
333 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SOFTMAX_BACKWARD_RESULT_ID = 104260;
334 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SOFTMAX_FORWARD_RESULT_ID = 104270;
335 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_FULLYCONNECTED_BACKWARD_RESULT_ID = 104320;
336 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_FULLYCONNECTED_FORWARD_RESULT_ID = 104330;
337 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_DROPOUT_BACKWARD_RESULT_ID = 104340;
338 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_DROPOUT_FORWARD_RESULT_ID = 104350;
339 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_BATCH_NORMALIZATION_FORWARD_RESULT_ID = 104360;
340 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_BATCH_NORMALIZATION_BACKWARD_RESULT_ID = 104370;
341 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LRN_BACKWARD_RESULT_ID = 104380;
342 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LRN_FORWARD_RESULT_ID = 104390;
343 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPLIT_FORWARD_RESULT_ID = 104400;
344 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPLIT_BACKWARD_RESULT_ID = 104410;
345 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONVOLUTION2D_BACKWARD_RESULT_ID = 104420;
346 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONVOLUTION2D_FORWARD_RESULT_ID = 104430;
347 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONCAT_BACKWARD_RESULT_ID = 104440;
348 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_CONCAT_FORWARD_RESULT_ID = 104450;
349 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING1D_FORWARD_RESULT_ID = 104460;
350 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING1D_FORWARD_RESULT_ID = 104470;
351 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING1D_BACKWARD_RESULT_ID = 104480;
352 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING1D_BACKWARD_RESULT_ID = 104490;
353 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING2D_FORWARD_RESULT_ID = 104500;
354 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING2D_FORWARD_RESULT_ID = 104510;
355 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING2D_BACKWARD_RESULT_ID = 104520;
356 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING2D_BACKWARD_RESULT_ID = 104530;
357 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING3D_FORWARD_RESULT_ID = 104540;
358 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING3D_FORWARD_RESULT_ID = 104550;
359 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_MAXIMUM_POOLING3D_BACKWARD_RESULT_ID = 104560;
360 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_AVERAGE_POOLING3D_BACKWARD_RESULT_ID = 104570;
361 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_SOFTMAX_CROSS_FORWARD_RESULT_ID = 104580;
362 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_SOFTMAX_CROSS_BACKWARD_RESULT_ID = 104590;
363 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_STOCHASTIC_POOLING2D_FORWARD_RESULT_ID = 104600;
364 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_STOCHASTIC_POOLING2D_BACKWARD_RESULT_ID = 104610;
365 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOCALLYCONNECTED2D_FORWARD_RESULT_ID = 104620;
366 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOCALLYCONNECTED2D_BACKWARD_RESULT_ID = 104625;
367 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LCN_FORWARD_RESULT_ID = 104630;
368 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LCN_BACKWARD_RESULT_ID = 104635;
369 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_AVERAGE_POOLING2D_FORWARD_RESULT_ID = 104640;
370 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_AVERAGE_POOLING2D_BACKWARD_RESULT_ID = 104650;
371 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_MAXIMUM_POOLING2D_FORWARD_RESULT_ID = 104660;
372 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_MAXIMUM_POOLING2D_BACKWARD_RESULT_ID = 104670;
373 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_STOCHASTIC_POOLING2D_FORWARD_RESULT_ID = 104680;
374 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_SPATIAL_STOCHASTIC_POOLING2D_BACKWARD_RESULT_ID = 104690;
375 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TRANSPOSED_CONV2D_BACKWARD_RESULT_ID = 104700;
376 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_TRANSPOSED_CONV2D_FORWARD_RESULT_ID = 104710;
377 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_LOGISTIC_CROSS_FORWARD_RESULT_ID = 104720;
378 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_LOSS_LOGISTIC_CROSS_BACKWARD_RESULT_ID = 104730;
379 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RESHAPE_BACKWARD_RESULT_ID = 104740;
380 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_RESHAPE_FORWARD_RESULT_ID = 104750;
381 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELTWISE_SUM_FORWARD_RESULT_ID = 104760;
382 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELTWISE_SUM_BACKWARD_RESULT_ID = 104770;
383 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELU_FORWARD_RESULT_ID = 104780;
384 const int SERIALIZATION_NEURAL_NETWORKS_LAYERS_ELU_BACKWARD_RESULT_ID = 104790;
385 
386 const int SERIALIZATION_RIDGE_REGRESSION_MODELNORMEQ_ID = 105000;
387 const int SERIALIZATION_RIDGE_REGRESSION_PARTIAL_RESULT_ID = 105010;
388 const int SERIALIZATION_RIDGE_REGRESSION_TRAINING_RESULT_ID = 105020;
389 const int SERIALIZATION_RIDGE_REGRESSION_PREDICTION_RESULT_ID = 105030;
390 
391 const int SERIALIZATION_K_NEAREST_NEIGHBOR_MODEL_ID = 106000;
392 const int SERIALIZATION_K_NEAREST_NEIGHBOR_TRAINING_RESULT_ID = 106010;
393 
394 const int SERIALIZATION_DECISION_FOREST_CLASSIFICATION_MODEL_ID = 107000;
395 const int SERIALIZATION_DECISION_FOREST_CLASSIFICATION_TRAINING_RESULT_ID = 107010;
396 const int SERIALIZATION_DECISION_FOREST_CLASSIFICATION_PREDICTION_RESULT_ID = 107020;
397 const int SERIALIZATION_DECISION_FOREST_REGRESSION_MODEL_ID = 107030;
398 const int SERIALIZATION_DECISION_FOREST_REGRESSION_TRAINING_RESULT_ID = 107040;
399 const int SERIALIZATION_DECISION_FOREST_REGRESSION_PREDICTION_RESULT_ID = 107050;
400 const int SERIALIZATION_GBT_CLASSIFICATION_MODEL_ID = 107100;
401 const int SERIALIZATION_GBT_CLASSIFICATION_TRAINING_RESULT_ID = 107110;
402 const int SERIALIZATION_GBT_CLASSIFICATION_PREDICTION_RESULT_ID = 107120;
403 const int SERIALIZATION_GBT_REGRESSION_MODEL_ID = 107130;
404 const int SERIALIZATION_GBT_REGRESSION_TRAINING_RESULT_ID = 107140;
405 const int SERIALIZATION_GBT_REGRESSION_PREDICTION_RESULT_ID = 107150;
406 const int SERIALIZATION_GBT_DECISION_TREE_ID = 107160;
407 
408 const int SERIALIZATION_DECISION_TREE_CLASSIFICATION_MODEL_ID = 108000;
409 const int SERIALIZATION_DECISION_TREE_CLASSIFICATION_TRAINING_RESULT_ID = 108010;
410 const int SERIALIZATION_DECISION_TREE_REGRESSION_MODEL_ID = 108020;
411 const int SERIALIZATION_DECISION_TREE_REGRESSION_TRAINING_RESULT_ID = 108030;
412 const int SERIALIZATION_DECISION_TREE_REGRESSION_PREDICTION_RESULT_ID = 108040;
413 
414 const int SERIALIZATION_REGRESSION_TRAINING_RESULT_ID = 109000;
415 const int SERIALIZATION_REGRESSION_PREDICTION_RESULT_ID = 109020;
416 
417 const int SERIALIZATION_LM_TRAINING_RESULT_ID = 109100;
418 const int SERIALIZATION_LM_PREDICTION_RESULT_ID = 109120;
419 
420 const int SERIALIZATION_LOGISTIC_REGRESSION_MODEL_ID = 110000;
421 const int SERIALIZATION_LOGISTIC_REGRESSION_TRAINING_RESULT_ID = 110010;
422 const int SERIALIZATION_LOGISTIC_REGRESSION_PREDICTION_RESULT_ID = 110020;
423 };
424 
425 #define DAAL_NEW_DELETE() \
426 static void *operator new(std::size_t sz) \
427 { \
428  return daal::services::daal_malloc(sz); \
429 } \
430 static void *operator new[](std::size_t sz) \
431 { \
432  return daal::services::daal_malloc(sz); \
433 } \
434 static void *operator new(std::size_t sz, void *where) \
435 { \
436  return where; \
437 } \
438 static void *operator new[](std::size_t sz, void *where) \
439 { \
440  return where; \
441 } \
442 static void operator delete(void *ptr, std::size_t sz) \
443 { \
444  daal::services::daal_free(ptr); \
445 } \
446 static void operator delete[](void *ptr, std::size_t sz) \
447 { \
448  daal::services::daal_free(ptr); \
449 }
450 
451 #define DAAL_CAST_OPERATOR(ClassName) \
452 template<class U> \
453 static services::SharedPtr<ClassName> cast(const services::SharedPtr<U> &r) \
454 { \
455  return services::dynamicPointerCast<ClassName, U>(r); \
456 }
457 
458 #define DAAL_DOWN_CAST_OPERATOR(DstClassName, SrcClassName) \
459 static services::SharedPtr<DstClassName> downCast(const services::SharedPtr<SrcClassName> &r) \
460 { \
461  return services::dynamicPointerCast<DstClassName, SrcClassName>(r); \
462 }
463 
464 #ifndef DAAL_ALGORITHM_FP_TYPE
465 #define DAAL_ALGORITHM_FP_TYPE float /* default type for algorithms */
466 #endif
467 #ifndef DAAL_DATA_TYPE
468 #define DAAL_DATA_TYPE float /* default type for tables and tensors */
469 #endif
470 #ifndef DAAL_SUMMARY_STATISTICS_TYPE
471 #define DAAL_SUMMARY_STATISTICS_TYPE float /* default type for summary statistics in data source */
472 #endif
473 
474 #ifdef DEBUG_ASSERT
475  #include <assert.h>
476  #define DAAL_ASSERT(cond) assert(cond);
477 #else
478  #define DAAL_ASSERT(cond)
479 #endif
480 
481 #define DAAL_CHECK(cond, error) if(!(cond)) return services::Status(error);
482 #define DAAL_CHECK_EX(cond, error, detailType, detailValue) if(!(cond)) return services::Status(services::Error::create(error, detailType, detailValue));
483 #define DAAL_CHECK_THR(cond, error) {using namespace services; if(!(cond)) { safeStat.add(error); return; } }
484 
485 #define DAAL_CHECK_MALLOC(cond) DAAL_CHECK(cond, services::ErrorMemoryAllocationFailed)
486 #define DAAL_CHECK_MALLOC_THR(cond) DAAL_CHECK_THR(cond, services::ErrorMemoryAllocationFailed)
487 
488 #define DAAL_CHECK_STATUS(destVar, srcVal) { destVar |= (srcVal); if(!(destVar)) return destVar; }
489 #define DAAL_CHECK_STATUS_VAR(statVal) { if(!(statVal)) return statVal; }
490 #define DAAL_CHECK_STATUS_THR(statVal) { if(!(statVal)) { safeStat.add(statVal); return; } }
491 #define DAAL_CHECK_SAFE_STATUS() { if(!(safeStat)) return safeStat.detach(); }
492 #define DAAL_CHECK_BREAK(cond) { if((cond)) break; }
493 #define DAAL_CHECK_STATUS_OK(cond, status) { if(!(cond)) return status; }
494 #define DAAL_CHECK_COND_ERROR(cond, status, error) { if(!(cond)) (status).add(error); }
495 
496 #define DAAL_CHECK_BLOCK_STATUS(block) { if(!(block).status()) return (block).status(); }
497 #define DAAL_CHECK_BLOCK_STATUS_THR(block) DAAL_CHECK_STATUS_THR((block).status())
498 
499 #define DAAL_DEFAULT_CREATE_IMPL(Type) \
500 { \
501  services::Status defaultSt; \
502  services::Status &st = (stat ? *stat : defaultSt); \
503  services::SharedPtr<Type> result(new Type(st)); \
504  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
505  if (!st) { result.reset(); } \
506  return result; \
507 }
508 
509 #define DAAL_DEFAULT_CREATE_IMPL_EX(Type, ...) \
510 { \
511  services::Status defaultSt; \
512  services::Status &st = (stat ? *stat : defaultSt); \
513  services::SharedPtr<Type> result(new Type(__VA_ARGS__, st)); \
514  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
515  if (!st) { result.reset(); } \
516  return result; \
517 }
518 
519 #define DAAL_TEMPLATE_ARGUMENTS(...) __VA_ARGS__
520 
521 #define DAAL_DEFAULT_CREATE_TEMPLATE_IMPL(Type, TemplateArgs) \
522 { \
523  services::Status defaultSt; \
524  services::Status &st = (stat ? *stat : defaultSt); \
525  services::SharedPtr<Type<TemplateArgs> > result(new Type<TemplateArgs>(st)); \
526  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
527  if (!st) { result.reset(); } \
528  return result; \
529 }
530 
531 #define DAAL_DEFAULT_CREATE_TEMPLATE_IMPL_EX(Type, TemplateArgs, ...) \
532 { \
533  services::Status defaultSt; \
534  services::Status &st = (stat ? *stat : defaultSt); \
535  services::SharedPtr<Type<TemplateArgs> > result(new Type<TemplateArgs>(__VA_ARGS__, st)); \
536  if (!result) { st.add(services::ErrorMemoryAllocationFailed); } \
537  if (!st) { result.reset(); } \
538  return result; \
539 }
540 
541 #define DAAL_ALLOCATE_TENSOR_AND_SET(s, collectionId, tensorDim) \
542 { \
543  set(collectionId, data_management::HomogenTensor<algorithmFPType>::create(tensorDim, data_management::Tensor::doAllocate, &s)); \
544  DAAL_CHECK_STATUS_VAR(s); \
545 }
546 
547 #define DAAL_CHECK_NUMERIC_TABLE(destVar, ...) DAAL_CHECK_STATUS(destVar, data_management::checkNumericTable(__VA_ARGS__))
548 #define DAAL_CHECK_TENSOR(destVar, ...) DAAL_CHECK_STATUS(destVar, data_management::checkTensor(__VA_ARGS__))
549 
550 #endif
daal::IsSameType
Definition: daal_defines.h:147
daal::step2Local
Definition: daal_defines.h:126
daal
Definition: algorithm_base_common.h:31
daal::step5Master
Definition: daal_defines.h:128
daal::mcdram
Definition: daal_defines.h:138
daal::ComputeStep
ComputeStep
Definition: daal_defines.h:119
daal::dram
Definition: daal_defines.h:137
daal::step3Master
Definition: daal_defines.h:127
daal::distributed
Definition: daal_defines.h:111
daal::batch
Definition: daal_defines.h:110
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::step3Local
Definition: daal_defines.h:123
daal::ComputeMode
ComputeMode
Definition: daal_defines.h:108
daal::MemType
MemType
Definition: daal_defines.h:135

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