// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. #include #include "c_api.h" static int test_c_api_0() { ncnn_mat_t a = ncnn_mat_create_1d(2, NULL); ncnn_mat_t b = ncnn_mat_create_1d(2, NULL); ncnn_mat_t c = 0; ncnn_option_t opt = ncnn_option_create(); // set a and b { ncnn_mat_fill_float(a, 2.f); ncnn_mat_fill_float(b, 3.f); } // c = a + b { ncnn_layer_t op = ncnn_layer_create_by_type("BinaryOp"); // load param { ncnn_paramdict_t pd = ncnn_paramdict_create(); ncnn_paramdict_set_int(pd, 0, 0); // op_type = ADD op->load_param(op, pd); ncnn_paramdict_destroy(pd); } // load model { ncnn_modelbin_t mb = ncnn_modelbin_create_from_mat_array(0, 0); op->load_model(op, mb); ncnn_modelbin_destroy(mb); } op->create_pipeline(op, opt); const ncnn_mat_t bottom_blobs[2] = {a, b}; ncnn_mat_t top_blobs[1] = {0}; op->forward_n(op, bottom_blobs, 2, top_blobs, 1, opt); c = top_blobs[0]; op->destroy_pipeline(op, opt); ncnn_layer_destroy(op); } // check c == a + b bool success = false; if (c) { int dims = ncnn_mat_get_dims(c); int w = ncnn_mat_get_w(c); const float* c_data = (const float*)ncnn_mat_get_data(c); success = dims == 1 && w == 2 && c_data[0] == 5.f && c_data[1] == 5.f; } ncnn_option_destroy(opt); ncnn_mat_destroy(a); ncnn_mat_destroy(b); ncnn_mat_destroy(c); if (!success) { fprintf(stderr, "test_c_api_0 failed\n"); } return success ? 0 : -1; } static int test_c_api_1() { ncnn_mat_t a = ncnn_mat_create_1d(24, NULL); // set a { const float data[] = { 0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27 }; float* a_data = (float*)ncnn_mat_get_data(a); memcpy(a_data, data, 24 * sizeof(float)); } ncnn_mat_t b = ncnn_mat_reshape_3d(a, 4, 2, 3, NULL); ncnn_mat_t c = 0; ncnn_option_t opt = ncnn_option_create(); // c = reorg(b, 2) { ncnn_layer_t op = ncnn_layer_create_by_type("Reorg"); // load param { ncnn_paramdict_t pd = ncnn_paramdict_create(); ncnn_paramdict_set_int(pd, 0, 2); // stride op->load_param(op, pd); ncnn_paramdict_destroy(pd); } // load model { ncnn_modelbin_t mb = ncnn_modelbin_create_from_mat_array(0, 0); op->load_model(op, mb); ncnn_modelbin_destroy(mb); } op->create_pipeline(op, opt); op->forward_1(op, b, &c, opt); op->destroy_pipeline(op, opt); ncnn_layer_destroy(op); } // check c bool success = false; if (c) { int dims = ncnn_mat_get_dims(c); int w = ncnn_mat_get_w(c); int h = ncnn_mat_get_h(c); int ch = ncnn_mat_get_c(c); success = dims == 3 && w == 2 && h == 1 && ch == 12; const float expected[] = { 0, 2, 1, 3, 4, 6, 5, 7, 10, 12, 11, 13, 14, 16, 15, 17, 20, 22, 21, 23, 24, 26, 25, 27 }; ncnn_mat_t c2 = 0; ncnn_flatten(c, &c2, opt); const float* c2_data = (const float*)ncnn_mat_get_data(c2); if (memcmp(c2_data, expected, 24) != 0) { success = false; } ncnn_mat_destroy(c2); } ncnn_option_destroy(opt); ncnn_mat_destroy(a); ncnn_mat_destroy(b); ncnn_mat_destroy(c); if (!success) { fprintf(stderr, "test_c_api_1 failed\n"); } return success ? 0 : -1; } static int mylayer_forward_inplace_1(const ncnn_layer_t layer, ncnn_mat_t bottom_top_blob, const ncnn_option_t opt) { int w = ncnn_mat_get_w(bottom_top_blob); int h = ncnn_mat_get_h(bottom_top_blob); int channels = ncnn_mat_get_c(bottom_top_blob); int size = w * h; #pragma omp parallel for num_threads(ncnn_option_get_num_threads(opt)) for (int q = 0; q < channels; q++) { float* ptr = (float*)ncnn_mat_get_channel_data(bottom_top_blob, q); for (int i = 0; i < size; i++) { *ptr = *ptr + 100.f; ptr++; } } return 0; } static ncnn_layer_t mylayer_creator(void* /*userdata*/) { ncnn_layer_t layer = ncnn_layer_create(); ncnn_layer_set_one_blob_only(layer, 1); ncnn_layer_set_support_inplace(layer, 1); layer->forward_inplace_1 = mylayer_forward_inplace_1; return layer; } static void mylayer_destroyer(ncnn_layer_t layer, void* /*userdata*/) { ncnn_layer_destroy(layer); } static size_t emptydr_read(ncnn_datareader_t /*dr*/, void* buf, size_t size) { memset(buf, 0, size); return size; } static int test_c_api_2() { // datareader from empty ncnn_datareader_t emptydr = ncnn_datareader_create(); { emptydr->read = emptydr_read; } ncnn_option_t opt = ncnn_option_create(); { ncnn_option_set_num_threads(opt, 1); } ncnn_net_t net = ncnn_net_create(); { ncnn_net_set_option(net, opt); ncnn_net_register_custom_layer_by_type(net, "MyLayer", mylayer_creator, mylayer_destroyer, 0); const char param_txt[] = "7767517\n2 2\nInput input 0 1 data\nMyLayer mylayer 1 1 data output\n"; ncnn_net_load_param_memory(net, param_txt); ncnn_net_load_model_datareader(net, emptydr); } ncnn_mat_t a = ncnn_mat_create_1d(24, NULL); // set a { const float data[] = { 0, 1, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24, 25, 26, 27 }; float* a_data = (float*)ncnn_mat_get_data(a); memcpy(a_data, data, 24 * sizeof(float)); } ncnn_mat_t b = ncnn_mat_reshape_3d(a, 4, 2, 3, NULL); ncnn_mat_t c = 0; { ncnn_extractor_t ex = ncnn_extractor_create(net); ncnn_extractor_input(ex, "data", b); ncnn_extractor_extract(ex, "output", &c); ncnn_extractor_destroy(ex); } ncnn_net_destroy(net); // check c bool success = false; if (c) { int dims = ncnn_mat_get_dims(c); int w = ncnn_mat_get_w(c); int h = ncnn_mat_get_h(c); int ch = ncnn_mat_get_c(c); success = dims == 3 && w == 4 && h == 2 && ch == 3; const float expected[] = { 100, 101, 102, 103, 104, 105, 106, 107, 110, 111, 112, 113, 114, 115, 116, 117, 120, 121, 122, 123, 124, 125, 126, 127 }; ncnn_mat_t c2 = 0; ncnn_flatten(c, &c2, opt); const float* c2_data = (const float*)ncnn_mat_get_data(c2); if (memcmp(c2_data, expected, 24) != 0) { success = false; } ncnn_mat_destroy(c2); } ncnn_mat_destroy(a); ncnn_mat_destroy(b); ncnn_mat_destroy(c); ncnn_option_destroy(opt); ncnn_datareader_destroy(emptydr); if (!success) { fprintf(stderr, "test_c_api_2 failed\n"); } return success ? 0 : -1; } int main() { return test_c_api_0() || test_c_api_1() || test_c_api_2(); }