diff options
Diffstat (limited to 'debian/ti-timl/usr/src/timl/src/common/cnn/timlCNNWriteToFile.c')
-rw-r--r-- | debian/ti-timl/usr/src/timl/src/common/cnn/timlCNNWriteToFile.c | 156 |
1 files changed, 156 insertions, 0 deletions
diff --git a/debian/ti-timl/usr/src/timl/src/common/cnn/timlCNNWriteToFile.c b/debian/ti-timl/usr/src/timl/src/common/cnn/timlCNNWriteToFile.c new file mode 100644 index 0000000..1867461 --- /dev/null +++ b/debian/ti-timl/usr/src/timl/src/common/cnn/timlCNNWriteToFile.c | |||
@@ -0,0 +1,156 @@ | |||
1 | /******************************************************************************/ | ||
2 | /*! | ||
3 | * \file timlCNNWriteToFile.c | ||
4 | */ | ||
5 | /* Copyright (C) 2015 Texas Instruments Incorporated - http://www.ti.com/ | ||
6 | * | ||
7 | * Redistribution and use in source and binary forms, with or without | ||
8 | * modification, are permitted provided that the following conditions | ||
9 | * are met: | ||
10 | * | ||
11 | * Redistributions of source code must retain the above copyright | ||
12 | * notice, this list of conditions and the following disclaimer. | ||
13 | * | ||
14 | * Redistributions in binary form must reproduce the above copyright | ||
15 | * notice, this list of conditions and the following disclaimer in the | ||
16 | * documentation and/or other materials provided with the | ||
17 | * distribution. | ||
18 | * | ||
19 | * Neither the name of Texas Instruments Incorporated nor the names of | ||
20 | * its contributors may be used to endorse or promote products derived | ||
21 | * from this software without specific prior written permission. | ||
22 | * | ||
23 | * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | ||
24 | * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT | ||
25 | * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR | ||
26 | * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT | ||
27 | * OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, | ||
28 | * SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT | ||
29 | * LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, | ||
30 | * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY | ||
31 | * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT | ||
32 | * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
33 | * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | ||
34 | * | ||
35 | ******************************************************************************/ | ||
36 | |||
37 | |||
38 | /******************************************************************************* | ||
39 | * | ||
40 | * INCLUDES | ||
41 | * | ||
42 | ******************************************************************************/ | ||
43 | |||
44 | #include "../api/timl.h" | ||
45 | |||
46 | |||
47 | /******************************************************************************/ | ||
48 | /*! | ||
49 | * \ingroup cnn | ||
50 | * \brief Write the cnn to file(s) | ||
51 | * \param[in] fileName File name | ||
52 | * \param[in] cnn CNN | ||
53 | * \param[in] level Parameter write level | ||
54 | * \param[in] name Name of the cnn | ||
55 | * \param[in] floatFormat Format string for float | ||
56 | * \param[in] intFormat Format string for int | ||
57 | * \return Error code | ||
58 | */ | ||
59 | /******************************************************************************/ | ||
60 | |||
61 | int timlCNNWriteToFile(const char *fileName, timlConvNeuralNetwork *cnn, timlUtilParamsLevel level, const char* name, const char *floatFormat, const char *intFormat) | ||
62 | { | ||
63 | int err; | ||
64 | char str[TIML_UTIL_MAX_STR]; | ||
65 | FILE *fp1; // ParamsLevel1 | ||
66 | FILE *fp2; // ParamsLevel2 | ||
67 | FILE *fp3; // ParamsLevel3 | ||
68 | timlCNNLayer *layer; | ||
69 | char *baseName; | ||
70 | |||
71 | |||
72 | err = 0; | ||
73 | fp1 = NULL; | ||
74 | fp2 = NULL; | ||
75 | fp3 = NULL; | ||
76 | layer = cnn->head; | ||
77 | baseName = basename(strdup(fileName)); | ||
78 | |||
79 | if (cnn == NULL) { | ||
80 | return ERROR_CNN_NULL_PTR; | ||
81 | } | ||
82 | |||
83 | cnn->params.allocatorLevel = level; | ||
84 | |||
85 | fp1 = fopen(fileName, "wt"); // level 1, 2, 3 | ||
86 | if (level == Util_ParamsLevel2 || level == Util_ParamsLevel3) { // level 2, 3 | ||
87 | sprintf(str, "%s.params", fileName); | ||
88 | fp2 = fopen(str, "wb"); | ||
89 | sprintf(str, "%s.params", baseName); | ||
90 | fprintf(fp1, "paramsBinaryFileName = '%s';\n", str); | ||
91 | } | ||
92 | else { | ||
93 | fprintf(fp1, "paramsBinaryFileName = '';\n"); | ||
94 | } | ||
95 | |||
96 | if (level == Util_ParamsLevel3 && cnn->params.allocatorLevel == Util_AllocatorLevel1) { // paramsLevel 3 + allocatorLevel1 | ||
97 | sprintf(str, "%s.states", fileName); | ||
98 | fp3 = fopen(str, "wb"); | ||
99 | sprintf(str, "%s.states", baseName); | ||
100 | fprintf(fp1, "stateBinaryFileName = '%s';\n", str); | ||
101 | } | ||
102 | else { | ||
103 | fprintf(fp1, "stateBinaryFileName = '';\n"); | ||
104 | } | ||
105 | fprintf(fp1, "\n"); | ||
106 | |||
107 | // write training params | ||
108 | timlCNNTrainingParamsWriteToFile(fp1, cnn, name, floatFormat, intFormat); | ||
109 | fprintf(fp1, "\n"); | ||
110 | fprintf(fp1, "layerNum = %d;\n", timlCNNGetLayerNum(cnn)); | ||
111 | while (layer != NULL) { | ||
112 | // layer type | ||
113 | fprintf(fp1, "%s.layer(%d).id = %d;\n", name, layer->id + 1, layer->id + 1); | ||
114 | fprintf(fp1, "%s.layer(%d).type = %d;\n", name, layer->id + 1, layer->type); | ||
115 | fprintf(fp1, "%s.layer(%d).row = %d;\n", name, layer->id + 1, layer->row); | ||
116 | fprintf(fp1, "%s.layer(%d).col = %d;\n", name, layer->id + 1, layer->col); | ||
117 | fprintf(fp1, "%s.layer(%d).channel = %d;\n", name, layer->id + 1, layer->channel); | ||
118 | switch (layer->type) { | ||
119 | case CNN_Dropout: | ||
120 | timlCNNDropoutWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
121 | break; | ||
122 | case CNN_Input: | ||
123 | timlCNNInputWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
124 | break; | ||
125 | case CNN_Conv: | ||
126 | timlCNNConvWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
127 | break; | ||
128 | case CNN_Linear: | ||
129 | timlCNNLinearWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
130 | break; | ||
131 | case CNN_Nonlinear: | ||
132 | timlCNNNonlinearWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
133 | break; | ||
134 | case CNN_Norm: | ||
135 | timlCNNNormWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
136 | break; | ||
137 | case CNN_Pooling: | ||
138 | timlCNNPoolingWriteToFile(fp1, fp2, fp3, layer, level, name, floatFormat, intFormat); | ||
139 | break; | ||
140 | } | ||
141 | fprintf(fp1, "\n"); | ||
142 | layer = layer->next; | ||
143 | } | ||
144 | |||
145 | if (fp1 != NULL) { | ||
146 | fclose(fp1); | ||
147 | } | ||
148 | if (fp2 != NULL) { | ||
149 | fclose(fp2); | ||
150 | } | ||
151 | if (fp3 != NULL) { | ||
152 | fclose(fp3); | ||
153 | } | ||
154 | |||
155 | return err; | ||
156 | } | ||