#include #include #include "libpaddle_pserver_cclient.h" // TODO(helin): Fix: gtest using cmake is not working, using this // hacky way for now. #define fail() \ fprintf(stderr, "info: %s:%d: ", __FILE__, __LINE__); \ exit(-1); void sendGrads(paddle_pserver_client c) { unsigned char grad_a[2000] = {2}; unsigned char grad_b[3000] = {3}; paddle_gradient grad1 = { "param_a", PADDLE_ELEMENT_TYPE_FLOAT32, grad_a, 2000}; paddle_gradient grad2 = { "param_b", PADDLE_ELEMENT_TYPE_FLOAT32, grad_b, 3000}; paddle_gradient* grads[2] = {&grad1, &grad2}; if (paddle_send_grads(c, grads, 2)) { fail(); } } void getParams(paddle_pserver_client c) { paddle_parameter param_a; paddle_parameter param_b; char name_a[] = "param_a"; char name_b[] = "param_b"; // Must pre-allocate the prameter content before calling paddle_get_params. unsigned char content_a[2000] = {}; unsigned char content_b[3000] = {}; param_a.element_type = PADDLE_ELEMENT_TYPE_FLOAT32; param_a.name = name_a; param_a.content = content_a; param_a.content_len = 2000; param_b.element_type = PADDLE_ELEMENT_TYPE_FLOAT32; param_b.name = name_b; param_b.content = content_b; param_b.content_len = 3000; paddle_parameter* params[2] = {¶m_a, ¶m_b}; if (paddle_get_params(c, params, 2)) { fail(); } } int main() { char addr[] = "localhost:3000"; paddle_pserver_client c = paddle_new_pserver_client(addr, 1); char config_proto[1024]; size_t config_proto_len = 0; ssize_t nread; FILE *fp = fopen("optimizer.pb.txt", "r"); if(!fp) { fail(); } while((nread = getline(&config_proto, &config_proto_len, fp)) != -1) { printf("%s", config_proto); } fclose(fp); retry: if (paddle_begin_init_params(c)) { paddle_parameter param; char name_a[] = "param_a"; char name_b[] = "param_b"; unsigned char content_a[2000] = {1}; unsigned char content_b[3000] = {0}; param.element_type = PADDLE_ELEMENT_TYPE_FLOAT32; param.name = name_a; param.content = content_a; param.content_len = 2000; int error = paddle_init_param(c, param, config_proto, config_proto_len); if (error != 0) { goto retry; } param.element_type = PADDLE_ELEMENT_TYPE_FLOAT32; param.name = name_b; param.content = content_b; param.content_len = 3000; error = paddle_init_param(c, param, NULL, 0); if (error != 0) { goto retry; } error = paddle_finish_init_params(c); if (error != 0) { goto retry; } } int i; for (i = 0; i < 100; i++) { sendGrads(c); getParams(c); } if (paddle_save_model(c, "/tmp/")) { fail(); } return 0; }