Merge pull request #2610 from dzhwinter/go_optimizer

Go optimizer: integrate Go with optimizer library

Author: dzhwinter

go/pserver/cclient/CMakeLists.txt

@@ -1,3 +1,5 @@
+cc_library(paddle_go_optimizer DEPS paddle_optimizer paddle_proto glog gflags protobuf)
 go_library(paddle_pserver_cclient STATIC)
-
-add_subdirectory(test)
+if(WITH_TESTING)
+  add_subdirectory(test)
+endif()

go/pserver/cclient/test/CMakeLists.txt

@@ -1,3 +1,2 @@
-
-cc_binary(main SRCS main.c DEPS paddle_pserver_cclient)
 cc_test(test_cclient SRCS test_cclient.c DEPS paddle_pserver_cclient)
+add_style_check_target(test_cclient test_cclient.c)

go/pserver/cclient/test/main.c

@@ -3,113 +3,101 @@
 
 #include "libpaddle_pserver_cclient.h"
 
-typedef float real;
-
-void fail() {
-  // TODO(helin): fix: gtest using cmake is not working, using this
-  // hacky way for now.
-  printf("test failed.\n");
+// 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 print_parameter(paddle_gradient* param) {
-  if (param == NULL) {
-    printf("param is NULL!!\n");
-  } else {
-    printf("==== parameter ====\n");
-    printf("name: %s\n", param->name);
-    printf("content_len: %d\n", param->content_len);
-    printf("content_type: %d\n", param->element_type);
-    int i;
-    for (i = 0; i < param->content_len / (int)sizeof(real); ++i) {
-      printf("%f ", ((float*)param->content)[i]);
-    }
-    printf("\n\n");
+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] = {&param_a, &param_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* names[] = {"param_a", "param_b"};
-
+  char *config_proto;
+  size_t config_proto_len = 0;
+  ssize_t nread;
+  FILE *fp = fopen("testdata/optimizer.pb.txt", "r");
+  if (!fp) {
+    fail();
+  }
+  while ((nread = getline(&config_proto, &config_proto_len, fp)) != -1) {
+    printf("%s", config_proto);
+  }
+  fclose(fp);
 retry:
-  printf("init parameter to pserver:\n");
-
-  real param_content1[] = {0.1, 0.2, 0.3};
-  real param_content2[] = {0.4, 0.5, 0.6};
-  paddle_parameter** params =
-      (paddle_parameter**)malloc(sizeof(paddle_parameter*) * 2);
-  params[0] = (paddle_parameter*)malloc(sizeof(paddle_parameter));
-  params[0]->name = names[0];
-  params[0]->content = (unsigned char*)param_content1;
-  params[0]->content_len = 3 * sizeof(real);
-  params[0]->element_type = PADDLE_ELEMENT_TYPE_FLOAT32;
-
-  params[1] = (paddle_parameter*)malloc(sizeof(paddle_parameter));
-  params[1]->name = names[1];
-  params[1]->content = (unsigned char*)param_content2;
-  params[1]->content_len = 3 * sizeof(real);
-  params[1]->element_type = PADDLE_ELEMENT_TYPE_INT32;
-
   if (paddle_begin_init_params(c)) {
-    if (paddle_init_param(c, *params[0], NULL, 0) != 0) {
+    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, (void *)config_proto, config_proto_len);
+    if (error != 0) {
       goto retry;
     }
-    if (paddle_init_param(c, *params[1], NULL, 0) != 0) {
+
+    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, (void *)config_proto, config_proto_len);
+    if (error != 0) {
       goto retry;
     }
-    if (paddle_finish_init_params(c) != 0) {
+
+    error = paddle_finish_init_params(c);
+    if (error != 0) {
       goto retry;
     }
-  } else {
-    fail();
-  }
-
-  printf("get inited parameters from pserver:\n");
-  // get parameters again by reusing the allocated parameter buffers.
-  if (paddle_get_params(c, params, 2) != 0) {
-    fail();
-  }
-  print_parameter(params[0]);
-  print_parameter(params[1]);
-
-  printf("send gradient to pserver:\n");
-  real gradient_content1[] = {0.01, 0.02, 0.03};
-  real gradinet_content2[] = {0.04, 0.05, 0.06};
-
-  paddle_gradient** grads =
-      (paddle_gradient**)malloc(sizeof(paddle_gradient*) * 2);
-  grads[0] = (paddle_gradient*)malloc(sizeof(paddle_gradient));
-  grads[0]->name = names[0];
-  grads[0]->content = (unsigned char*)gradient_content1;
-  grads[0]->content_len = 3 * sizeof(real);
-  grads[0]->element_type = PADDLE_ELEMENT_TYPE_FLOAT32;
-
-  grads[1] = (paddle_gradient*)malloc(sizeof(paddle_gradient));
-  grads[1]->name = names[1];
-  grads[1]->content = (unsigned char*)gradinet_content2;
-  grads[1]->content_len = 3 * sizeof(real);
-  grads[1]->element_type = PADDLE_ELEMENT_TYPE_INT32;
-
-  printf("print gradient sent to pserver:\n");
-  print_parameter(grads[0]);
-  print_parameter(grads[1]);
-
-  if (paddle_send_grads(c, grads, 2) != 0) {
-    fail();
   }
 
-  printf("get updated parameters from pserver:\n");
-  // get parameters again by reusing the allocated parameter buffers.
-  if (paddle_get_params(c, params, 2) != 0) {
-    fail();
+  int i;
+  for (i = 0; i < 100; i++) {
+    sendGrads(c);
+    getParams(c);
   }
-  print_parameter(params[0]);
-  print_parameter(params[1]);
 
-  if (paddle_save_model(c, "/tmp/") != 0) {
+  if (paddle_save_model(c, "/tmp/")) {
     fail();
   }
 

go/pserver/cclient/test/test_cclient.c

@@ -22,6 +22,8 @@ def main():
     # create optimizer
     optimizer = paddle.optimizer.Momentum(momentum=0)
 
+    #TODO(zhihong) : replace optimizer with new OptimizerConfig
+
     trainer = paddle.trainer.SGD(cost=cost,
                                  parameters=parameters,
                                  update_equation=optimizer,

go/pserver/cclient/test/test_train.py

@@ -1,6 +1,7 @@
 package pserver_test
 
 import (
+	"io/ioutil"
 	"net"
 	"net/http"
 	"net/rpc"
@@ -74,18 +75,22 @@ func TestClientFull(t *testing.T) {
 	}
 
 	const numParameter = 100
+	config, err := ioutil.ReadFile("./cclient/test/testdata/optimizer.pb.txt")
+	if err != nil {
+		t.Fatalf("read optimizer proto failed")
+	}
 	for i := 0; i < numParameter; i++ {
 		var p pserver.Parameter
 		p.Name = "p_" + strconv.Itoa(i)
 		p.ElementType = pserver.Float32
 		p.Content = make([]byte, (i+1)*100)
-		err := c.InitParam(pserver.ParameterWithConfig{Param: p})
+		err := c.InitParam(pserver.ParameterWithConfig{Param: p, Config: config})
 		if err != nil {
 			t.Fatal(err)
 		}
 	}
 
-	err := c.FinishInitParams()
+	err = c.FinishInitParams()
 	if err != nil {
 		t.Fatal(err)
 	}