From 6d4cc496e9e1fe80d80f626e43e9449c3bd02f44 Mon Sep 17 00:00:00 2001 From: nhatdongdang <144138246+nhatdongdang@users.noreply.github.com> Date: Tue, 25 Jun 2024 00:07:05 +1000 Subject: [PATCH 1/6] Add base program --- .clang-format | 5 + CMakeLists.txt | 9 ++ src/main.c | 220 +++++++++++++++++++++++++++++++++++++++++ tensors/01out.txt | 1 + tensors/02out.txt | 1 + tensors/03out.txt | 1 + tensors/04out.txt | 1 + tensors/05out.txt | 1 + tensors/06out.txt | 1 + tensors/07out.txt | 1 + tensors/08out.txt | 1 + tensors/09out.txt | 1 + tensors/10out.txt | 1 + tensors/11out.txt | 1 + tensors/12out.txt | 1 + tensors/13out.txt | 1 + tensors/14out.txt | 1 + tensors/15out.txt | 1 + tensors/16out.txt | 1 + tensors/17out.txt | 1 + tensors/18out.txt | 1 + tensors/19out.txt | 1 + tensors/20out.txt | 1 + tensors/21out.txt | 1 + tensors/22out.txt | 1 + tensors/23out.txt | 1 + tensors/24out.txt | 1 + tensors/25out.txt | 1 + tensors/26out.txt | 1 + tensors/27out.txt | 1 + tensors/28out.txt | 1 + tensors/29out.txt | 1 + tensors/30out.txt | 1 + tensors/31out.txt | 1 + tensors/32out.txt | 1 + tensors/33out.txt | 1 + tensors/34out.txt | 1 + tensors/35out.txt | 1 + tensors/36out.txt | 1 + tensors/37out.txt | 1 + tensors/38out.txt | 1 + tensors/39out.txt | 1 + tensors/40out.txt | 1 + tensors/41out.txt | 1 + tensors/42out.txt | 1 + tensors/43out.txt | 1 + tensors/44out.txt | 1 + tensors/45out.txt | 1 + tensors/46out.txt | 1 + tensors/47out.txt | 1 + tensors/48out.txt | 1 + tensors/49out.txt | 1 + tensors/50out.txt | 1 + tensors/51out.txt | 1 + tensors/52out.txt | 1 + weights_and_biases.txt | 28 ++++++ 56 files changed, 314 insertions(+) create mode 100644 .clang-format create mode 100644 CMakeLists.txt create mode 100644 src/main.c create mode 100644 tensors/01out.txt create mode 100644 tensors/02out.txt create mode 100644 tensors/03out.txt create mode 100644 tensors/04out.txt create mode 100644 tensors/05out.txt create mode 100644 tensors/06out.txt create mode 100644 tensors/07out.txt create mode 100644 tensors/08out.txt create mode 100644 tensors/09out.txt create mode 100644 tensors/10out.txt create mode 100644 tensors/11out.txt create mode 100644 tensors/12out.txt create mode 100644 tensors/13out.txt create mode 100644 tensors/14out.txt create mode 100644 tensors/15out.txt create mode 100644 tensors/16out.txt create mode 100644 tensors/17out.txt create mode 100644 tensors/18out.txt create mode 100644 tensors/19out.txt create mode 100644 tensors/20out.txt create mode 100644 tensors/21out.txt create mode 100644 tensors/22out.txt create mode 100644 tensors/23out.txt create mode 100644 tensors/24out.txt create mode 100644 tensors/25out.txt create mode 100644 tensors/26out.txt create mode 100644 tensors/27out.txt create mode 100644 tensors/28out.txt create mode 100644 tensors/29out.txt create mode 100644 tensors/30out.txt create mode 100644 tensors/31out.txt create mode 100644 tensors/32out.txt create mode 100644 tensors/33out.txt create mode 100644 tensors/34out.txt create mode 100644 tensors/35out.txt create mode 100644 tensors/36out.txt create mode 100644 tensors/37out.txt create mode 100644 tensors/38out.txt create mode 100644 tensors/39out.txt create mode 100644 tensors/40out.txt create mode 100644 tensors/41out.txt create mode 100644 tensors/42out.txt create mode 100644 tensors/43out.txt create mode 100644 tensors/44out.txt create mode 100644 tensors/45out.txt create mode 100644 tensors/46out.txt create mode 100644 tensors/47out.txt create mode 100644 tensors/48out.txt create mode 100644 tensors/49out.txt create mode 100644 tensors/50out.txt create mode 100644 tensors/51out.txt create mode 100644 tensors/52out.txt create mode 100644 weights_and_biases.txt diff --git a/.clang-format b/.clang-format new file mode 100644 index 0000000..9b809ef --- /dev/null +++ b/.clang-format @@ -0,0 +1,5 @@ +BasedOnStyle: LLVM +IndentWidth: 4 +PointerAlignment: Left +ColumnLimit: 80 +AlwaysBreakTemplateDeclarations: true \ No newline at end of file diff --git a/CMakeLists.txt b/CMakeLists.txt new file mode 100644 index 0000000..f2714e7 --- /dev/null +++ b/CMakeLists.txt @@ -0,0 +1,9 @@ +cmake_minimum_required(VERSION 3.10) + +# Set the project name +project(hpc) + +set(CMAKE_C_STANDARD 99) +set(CMAKE_C_STANDARD_REQUIRED True) + +add_executable(model src/main.c) \ No newline at end of file diff --git a/src/main.c b/src/main.c new file mode 100644 index 0000000..0a45519 --- /dev/null +++ b/src/main.c @@ -0,0 +1,220 @@ +#include +#include +#include +#include + +typedef struct{ + int rows; + int cols; + float** data; +}Matrix; + +Matrix* weight[7]; +Matrix* biase[7]; + +Matrix* createMatrix(int rows, int cols) { + Matrix *matrix = (Matrix*)malloc(sizeof(Matrix)); + matrix->rows = rows; + matrix->cols = cols; + matrix->data = (float**)malloc(rows * sizeof(float*)); + for (int i = 0; i < rows; i++) { + matrix->data[i] = (float*)malloc(cols * sizeof(float)); + } + return matrix; +} + +Matrix* multiplyMatrices(const Matrix *a, const Matrix *b) { + Matrix* result = createMatrix(a->rows, b->cols); + for (int i = 0; i < result->rows; i++) { + for (int j = 0; j < result->cols; j++) { + float sum = 0; + for (int k = 0; k < a->cols; k++) { + sum+=(a->data)[i][k]*((b->data)[k][j]); + } + (result->data)[i][j] = sum; + } + } + return result; +} + +void addMatrix(Matrix *a, const Matrix *b){ + for (int i=0;irows;i++){ + for (int j=0;jcols;j++){ + (a->data)[i][j]+=(b->data)[i][j]; + } + } +} + +void ReLU(Matrix* a){ + for (int i=0;irows;i++){ + for (int j=0;jcols;j++){ + if ((a->data)[i][j]<(float)0) (a->data)[i][j]=(float)0; + } + } +} + +void softmax(Matrix* a){ + float res=(float)0; + for (int i=0;irows;i++){ + for (int j=0;jcols;j++){ + res+=exp((a->data)[i][j]); + } + } + for (int i=0;irows;i++){ + for (int j=0;jcols;j++){ + (a->data)[i][j]/=res; + } + } +} + + +void processWeight(char* line,int layer) { + char* token; + float value; + const char *delimiter ="," ; + + token = strtok(line, delimiter); + for (int i=0;irows;i++){ + for (int j=0;jcols;j++){ + value=strtof(token,NULL); + (weight[layer]->data)[i][j]=value; + token =strtok(NULL,delimiter); + } + } +} + +void processBiase(char* line,int layer) { + char* token; + float value; + const char *delimiter ="," ; + + token = strtok(line, delimiter); + + for (int i=0;irows;i++){ + value=strtof(token,NULL); + (biase[layer]->data)[i][0]=value; + token =strtok(NULL,delimiter); + } + +} + + +void readModel(){ + FILE *file = fopen("../weights_and_biases.txt", "r"); + + char *line = NULL; + size_t len = 0; + int line_number = 0; + int layer=0; + + while ((getline(&line, &len, file)) != -1) { + if ((line_number-1)%4==0){ + processWeight(line,layer); + }else if ((line_number-3)%4 ==0){ + processBiase(line,layer); + layer++; + } + line_number++; + } + + free(line); + fclose(file); +} + +void readInput(Matrix *a,char* fileName){ + FILE *file = fopen(fileName, "r"); + + char *line = NULL; + size_t len = 0; + ssize_t read; + int line_number = 0; + + getline(&line, &len, file); + char* token; + float value; + const char *delimiter ="," ; + token = strtok(line, delimiter); + int size=0; + for (int i=0;i<225;i++){ + value=strtof(token,NULL); + (a->data)[i][0]=value; + token =strtok(NULL,delimiter); + } + free(line); + fclose(file); + +} + +Matrix* propagateForward(const Matrix* weight,const Matrix* input,const Matrix* biase){ + Matrix* res=multiplyMatrices(weight,input); + addMatrix(res,biase); + return res; +} + +int getResult(Matrix *a){ + int idx=0; + float res=INT32_MIN; + for(int i=0;irows;i++){ + if (res<(a->data)[i][0]){ + res=(a->data)[i][0]; + idx=i; + } + } + return idx; +} + +int main(){ + + // Load model + weight[0]=createMatrix(98,225); + weight[1]=createMatrix(65,98); + weight[2]=createMatrix(50,65); + weight[3]=createMatrix(30,50); + weight[4]=createMatrix(25,30); + weight[5]=createMatrix(40,25); + weight[6]=createMatrix(52,40); + + biase[0]=createMatrix(98,1); + biase[1]=createMatrix(65,1); + biase[2]=createMatrix(50,1); + biase[3]=createMatrix(30,1); + biase[4]=createMatrix(25,1); + biase[5]=createMatrix(40,1); + biase[6]=createMatrix(52,1); + + readModel(); + + + for (int i=1;i<=52;i++){ + char str[10]; + char finalStr[100]; + if (i < 10) { + sprintf(str, "0%d", i); + } else { + sprintf(str, "%d", i); + } + strcpy(finalStr, "../tensors/"); + strcat(finalStr, str); + strcat(finalStr, "out.txt"); + + // Read txt file + Matrix* input=createMatrix(255,1); + readInput(input ,finalStr); + + // Run model + for (int j=0;j<6;j++){ + input=propagateForward(weight[j],input,biase[j]); + ReLU(input); + } + Matrix* output=propagateForward(weight[6],input,biase[6]); + softmax(output); + + // Check result + if (getResult(output)+1==i){ + printf("Test %d correct ✅\n",i); + }else{ + printf("Test %d incorrect ❌\n",i); + } + } + +} \ No newline at end of file diff --git a/tensors/01out.txt b/tensors/01out.txt new file mode 100644 index 0000000..ea91947 --- /dev/null +++ b/tensors/01out.txt 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newline at end of file diff --git a/tensors/02out.txt b/tensors/02out.txt new file mode 100644 index 0000000..b7137dc --- /dev/null +++ b/tensors/02out.txt @@ -0,0 +1 @@ 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newline at end of file diff --git a/tensors/04out.txt b/tensors/04out.txt new file mode 100644 index 0000000..f7b7b23 --- /dev/null +++ b/tensors/04out.txt @@ -0,0 +1 @@ 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From 14072c298abbfbe329e59fa4e37f99955d9c01ba Mon Sep 17 00:00:00 2001 From: nhatdongdang <144138246+nhatdongdang@users.noreply.github.com> Date: Tue, 25 Jun 2024 00:14:26 +1000 Subject: [PATCH 2/6] Fix comment --- src/main.c | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main.c b/src/main.c index 0a45519..e8df885 100644 --- a/src/main.c +++ b/src/main.c @@ -201,7 +201,7 @@ int main(){ Matrix* input=createMatrix(255,1); readInput(input ,finalStr); - // Run model + // Inference process for (int j=0;j<6;j++){ input=propagateForward(weight[j],input,biase[j]); ReLU(input); From b5cf2beb086c3e5c7f9a2c95dab2a45c68c8793f Mon Sep 17 00:00:00 2001 From: nhatdongdang <144138246+nhatdongdang@users.noreply.github.com> Date: Tue, 25 Jun 2024 00:20:52 +1000 Subject: [PATCH 3/6] Fix naming --- src/main.c | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/main.c b/src/main.c index e8df885..9f4c50d 100644 --- a/src/main.c +++ b/src/main.c @@ -185,21 +185,21 @@ int main(){ readModel(); + char str[10]; + char fileName[100]; for (int i=1;i<=52;i++){ - char str[10]; - char finalStr[100]; if (i < 10) { sprintf(str, "0%d", i); } else { sprintf(str, "%d", i); } - strcpy(finalStr, "../tensors/"); - strcat(finalStr, str); - strcat(finalStr, "out.txt"); + strcpy(fileName, "../tensors/"); + strcat(fileName, str); + strcat(fileName, "out.txt"); // Read txt file Matrix* input=createMatrix(255,1); - readInput(input ,finalStr); + readInput(input ,fileName); // Inference process for (int j=0;j<6;j++){ From e7f39a32790e55410f748d5a18c51868476087fa Mon Sep 17 00:00:00 2001 From: nhatdongdang <144138246+nhatdongdang@users.noreply.github.com> Date: Tue, 25 Jun 2024 12:55:25 +1000 Subject: [PATCH 4/6] Fix code style and cmake --- src/main.c | 241 ++++++++++++++++++++++++++++------------------------- 1 file changed, 127 insertions(+), 114 deletions(-) diff --git a/src/main.c b/src/main.c index 9f4c50d..dc64347 100644 --- a/src/main.c +++ b/src/main.c @@ -1,117 +1,113 @@ -#include -#include #include +#include +#include #include -typedef struct{ +typedef struct { int rows; int cols; float** data; -}Matrix; +} matrix; -Matrix* weight[7]; -Matrix* biase[7]; +matrix* weight[7]; +matrix* biase[7]; -Matrix* createMatrix(int rows, int cols) { - Matrix *matrix = (Matrix*)malloc(sizeof(Matrix)); - matrix->rows = rows; - matrix->cols = cols; - matrix->data = (float**)malloc(rows * sizeof(float*)); +matrix* createMatrix(int rows, int cols) { + matrix* res = (matrix*)malloc(sizeof(matrix)); + res->rows = rows; + res->cols = cols; + res->data = (float**)malloc(rows * sizeof(float*)); for (int i = 0; i < rows; i++) { - matrix->data[i] = (float*)malloc(cols * sizeof(float)); + res->data[i] = (float*)malloc(cols * sizeof(float)); } - return matrix; + return res; } -Matrix* multiplyMatrices(const Matrix *a, const Matrix *b) { - Matrix* result = createMatrix(a->rows, b->cols); +void multiplyMatrices(const matrix* a, const matrix* b, const matrix* result) { for (int i = 0; i < result->rows; i++) { for (int j = 0; j < result->cols; j++) { float sum = 0; for (int k = 0; k < a->cols; k++) { - sum+=(a->data)[i][k]*((b->data)[k][j]); + sum += (a->data)[i][k] * ((b->data)[k][j]); } (result->data)[i][j] = sum; } } - return result; } -void addMatrix(Matrix *a, const Matrix *b){ - for (int i=0;irows;i++){ - for (int j=0;jcols;j++){ - (a->data)[i][j]+=(b->data)[i][j]; +void addMatrix(matrix* a, const matrix* b) { + for (int i = 0; i < a->rows; i++) { + for (int j = 0; j < a->cols; j++) { + (a->data)[i][j] += (b->data)[i][j]; } } } -void ReLU(Matrix* a){ - for (int i=0;irows;i++){ - for (int j=0;jcols;j++){ - if ((a->data)[i][j]<(float)0) (a->data)[i][j]=(float)0; +void ReLU(matrix* a) { + for (int i = 0; i < a->rows; i++) { + for (int j = 0; j < a->cols; j++) { + if ((a->data)[i][j] < (float)0) + (a->data)[i][j] = (float)0; } } } -void softmax(Matrix* a){ - float res=(float)0; - for (int i=0;irows;i++){ - for (int j=0;jcols;j++){ - res+=exp((a->data)[i][j]); +void softmax(matrix* a) { + float res = (float)0; + for (int i = 0; i < a->rows; i++) { + for (int j = 0; j < a->cols; j++) { + res += exp((a->data)[i][j]); } } - for (int i=0;irows;i++){ - for (int j=0;jcols;j++){ - (a->data)[i][j]/=res; + for (int i = 0; i < a->rows; i++) { + for (int j = 0; j < a->cols; j++) { + (a->data)[i][j] /= res; } } } - -void processWeight(char* line,int layer) { +void processWeight(char* line, int layer) { char* token; float value; - const char *delimiter ="," ; + const char* delimiter = ","; token = strtok(line, delimiter); - for (int i=0;irows;i++){ - for (int j=0;jcols;j++){ - value=strtof(token,NULL); - (weight[layer]->data)[i][j]=value; - token =strtok(NULL,delimiter); + for (int i = 0; i < weight[layer]->rows; i++) { + for (int j = 0; j < weight[layer]->cols; j++) { + value = strtof(token, NULL); + (weight[layer]->data)[i][j] = value; + token = strtok(NULL, delimiter); } } } -void processBiase(char* line,int layer) { +void processBiase(char* line, int layer) { char* token; float value; - const char *delimiter ="," ; + const char* delimiter = ","; token = strtok(line, delimiter); - - for (int i=0;irows;i++){ - value=strtof(token,NULL); - (biase[layer]->data)[i][0]=value; - token =strtok(NULL,delimiter); - } + for (int i = 0; i < biase[layer]->rows; i++) { + value = strtof(token, NULL); + (biase[layer]->data)[i][0] = value; + token = strtok(NULL, delimiter); + } } +void readModel() { + FILE* file = fopen("../weights_and_biases.txt", "r"); -void readModel(){ - FILE *file = fopen("../weights_and_biases.txt", "r"); - - char *line = NULL; + char* line = NULL; size_t len = 0; int line_number = 0; - int layer=0; + int layer = 0; while ((getline(&line, &len, file)) != -1) { - if ((line_number-1)%4==0){ - processWeight(line,layer); - }else if ((line_number-3)%4 ==0){ - processBiase(line,layer); + if ((line_number - 1) % 4 == 0) { + processWeight(line, layer); + } else if ((line_number - 3) % 4 == 0) { + processBiase(line, layer); layer++; } line_number++; @@ -121,10 +117,10 @@ void readModel(){ fclose(file); } -void readInput(Matrix *a,char* fileName){ - FILE *file = fopen(fileName, "r"); +void readInput(matrix* a, char* fileName) { + FILE* file = fopen(fileName, "r"); - char *line = NULL; + char* line = NULL; size_t len = 0; ssize_t read; int line_number = 0; @@ -132,62 +128,89 @@ void readInput(Matrix *a,char* fileName){ getline(&line, &len, file); char* token; float value; - const char *delimiter ="," ; + const char* delimiter = ","; token = strtok(line, delimiter); - int size=0; - for (int i=0;i<225;i++){ - value=strtof(token,NULL); - (a->data)[i][0]=value; - token =strtok(NULL,delimiter); + int size = 0; + for (int i = 0; i < 225; i++) { + value = strtof(token, NULL); + (a->data)[i][0] = value; + token = strtok(NULL, delimiter); } free(line); fclose(file); - } -Matrix* propagateForward(const Matrix* weight,const Matrix* input,const Matrix* biase){ - Matrix* res=multiplyMatrices(weight,input); - addMatrix(res,biase); - return res; +void propagateForward(const matrix* weight, const matrix* input, matrix* nextLayer, const matrix* biase) { + multiplyMatrices(weight, input, nextLayer); + addMatrix(nextLayer, biase); } -int getResult(Matrix *a){ - int idx=0; - float res=INT32_MIN; - for(int i=0;irows;i++){ - if (res<(a->data)[i][0]){ - res=(a->data)[i][0]; - idx=i; +int getResult(matrix* a) { + int idx = 0; + float res = INT32_MIN; + for (int i = 0; i < a->rows; i++) { + if (res < (a->data)[i][0]) { + res = (a->data)[i][0]; + idx = i; } } return idx; } -int main(){ - +int inference(matrix* input) { + matrix* layer[7]; + layer[0] = createMatrix(98, 1); + layer[1] = createMatrix(65, 1); + layer[2] = createMatrix(50, 1); + layer[3] = createMatrix(30, 1); + layer[4] = createMatrix(25, 1); + layer[5] = createMatrix(40, 1); + layer[6] = createMatrix(52, 1); + + propagateForward(weight[0], input, layer[0], biase[0]); + ReLU(layer[0]); + propagateForward(weight[1], layer[0], layer[1], biase[1]); + ReLU(layer[1]); + propagateForward(weight[2], layer[1], layer[2], biase[2]); + ReLU(layer[2]); + propagateForward(weight[3], layer[2], layer[3], biase[3]); + ReLU(layer[3]); + propagateForward(weight[4], layer[3], layer[4], biase[4]); + ReLU(layer[4]); + propagateForward(weight[5], layer[4], layer[5], biase[5]); + ReLU(layer[5]); + + propagateForward(weight[6], layer[5], layer[6], biase[6]); + softmax(layer[6]); + return getResult(layer[6]); +} + +int main() { + // Load model - weight[0]=createMatrix(98,225); - weight[1]=createMatrix(65,98); - weight[2]=createMatrix(50,65); - weight[3]=createMatrix(30,50); - weight[4]=createMatrix(25,30); - weight[5]=createMatrix(40,25); - weight[6]=createMatrix(52,40); - - biase[0]=createMatrix(98,1); - biase[1]=createMatrix(65,1); - biase[2]=createMatrix(50,1); - biase[3]=createMatrix(30,1); - biase[4]=createMatrix(25,1); - biase[5]=createMatrix(40,1); - biase[6]=createMatrix(52,1); + weight[0] = createMatrix(98, 225); + weight[1] = createMatrix(65, 98); + weight[2] = createMatrix(50, 65); + weight[3] = createMatrix(30, 50); + weight[4] = createMatrix(25, 30); + weight[5] = createMatrix(40, 25); + weight[6] = createMatrix(52, 40); + + biase[0] = createMatrix(98, 1); + biase[1] = createMatrix(65, 1); + biase[2] = createMatrix(50, 1); + biase[3] = createMatrix(30, 1); + biase[4] = createMatrix(25, 1); + biase[5] = createMatrix(40, 1); + biase[6] = createMatrix(52, 1); readModel(); - char str[10]; - char fileName[100]; - for (int i=1;i<=52;i++){ + char fileName[100]; + matrix* input = createMatrix(255, 1); + + for (int i = 1; i <= 52; i++) { if (i < 10) { sprintf(str, "0%d", i); } else { @@ -198,23 +221,13 @@ int main(){ strcat(fileName, "out.txt"); // Read txt file - Matrix* input=createMatrix(255,1); - readInput(input ,fileName); + readInput(input, fileName); - // Inference process - for (int j=0;j<6;j++){ - input=propagateForward(weight[j],input,biase[j]); - ReLU(input); - } - Matrix* output=propagateForward(weight[6],input,biase[6]); - softmax(output); - // Check result - if (getResult(output)+1==i){ - printf("Test %d correct ✅\n",i); - }else{ - printf("Test %d incorrect ❌\n",i); + if (inference(input) + 1 == i) { + printf("Test %d correct ✅\n", i); + } else { + printf("Test %d incorrect ❌\n", i); } } - } \ No newline at end of file From bc36e07d36853b7d269e2e81599db809f3883a3b Mon Sep 17 00:00:00 2001 From: nhatdongdang <144138246+nhatdongdang@users.noreply.github.com> Date: Tue, 25 Jun 2024 13:26:52 +1000 Subject: [PATCH 5/6] Fix code --- src/main.c | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main.c b/src/main.c index dc64347..01e208c 100644 --- a/src/main.c +++ b/src/main.c @@ -187,7 +187,7 @@ int inference(matrix* input) { int main() { - // Load model + // Load model (The memory of those code should be initialize during compile time to enchance the speed) weight[0] = createMatrix(98, 225); weight[1] = createMatrix(65, 98); weight[2] = createMatrix(50, 65); From af20594cc4d7262a3fc3db94fc0df497eef87ca7 Mon Sep 17 00:00:00 2001 From: nhatdongdang <144138246+nhatdongdang@users.noreply.github.com> Date: Tue, 25 Jun 2024 13:28:38 +1000 Subject: [PATCH 6/6] Add O3 to cmake --- .clang-format | 2 +- CMakeLists.txt | 5 +++-- speed_demo_cpu.sh | 31 +++++++++++++++++++++++++++++++ speed_demo_gpu.sh | 31 +++++++++++++++++++++++++++++++ 4 files changed, 66 insertions(+), 3 deletions(-) create mode 100644 speed_demo_cpu.sh create mode 100644 speed_demo_gpu.sh diff --git a/.clang-format b/.clang-format index 9b809ef..3aced12 100644 --- a/.clang-format +++ b/.clang-format @@ -1,5 +1,5 @@ BasedOnStyle: LLVM IndentWidth: 4 PointerAlignment: Left -ColumnLimit: 80 +ColumnLimit: 120 AlwaysBreakTemplateDeclarations: true \ No newline at end of file diff --git a/CMakeLists.txt b/CMakeLists.txt index f2714e7..7bc6a5b 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,9 +1,10 @@ cmake_minimum_required(VERSION 3.10) # Set the project name -project(hpc) +project(ichida-algo) +set(CMAKE_CXX_FLAGS "-O3 -Wall -Wextra") set(CMAKE_C_STANDARD 99) set(CMAKE_C_STANDARD_REQUIRED True) -add_executable(model src/main.c) \ No newline at end of file +add_executable(speed_cpu src/main.c) \ No newline at end of file diff --git a/speed_demo_cpu.sh b/speed_demo_cpu.sh new file mode 100644 index 0000000..45b6f91 --- /dev/null +++ b/speed_demo_cpu.sh @@ -0,0 +1,31 @@ +#!/bin/bash + +if [ "$#" -ne 2 ]; then + echo "Usage: speed_cpu " + exit 1 +fi + +weights_and_biases=$1 +input_tensor_dir=$2 + +binary="speed_cpu" + +if [ ! -f "$binary" ]; then + echo "Binary $binary not found!" + exit 1 +fi + +start_time=$(date +%s) +./$binary "$weights_and_biases" "$input_tensor_dir" + +end_time=$(date +%s) +execution_time=$((end_time - start_time)) + +if [ ! -f "results.csv" ]; then + echo "Error: results.csv not found!" + exit 1 +else + echo "results.csv found!" +fi + +echo "Execution time: $execution_time seconds" diff --git a/speed_demo_gpu.sh b/speed_demo_gpu.sh new file mode 100644 index 0000000..3a6942e --- /dev/null +++ b/speed_demo_gpu.sh @@ -0,0 +1,31 @@ +#!/bin/bash + +if [ "$#" -ne 2 ]; then + echo "Usage: speed_gpu " + exit 1 +fi + +weights_and_biases=$1 +input_tensor_dir=$2 + +binary="speed_gpu" + +if [ ! -f "$binary" ]; then + echo "Binary $binary not found!" + exit 1 +fi + +start_time=$(date +%s) +./$binary "$weights_and_biases" "$input_tensor_dir" + +end_time=$(date +%s) +execution_time=$((end_time - start_time)) + +if [ ! -f "results.csv" ]; then + echo "Error: results.csv not found!" + exit 1 +else + echo "results.csv found!" +fi + +echo "Execution time: $execution_time seconds"