/* This file contains utilities shared between the different training scripts. In particular, we define a series of macros xxxCheck that call the corresponding C standard library function and check its return code. If an error was reported, the program prints some debug information and exits. */ #ifndef UTILS_H #define UTILS_H #include #include #include // implementation of dirent for Windows is in dev/unistd.h #ifndef _WIN32 #include #endif // ---------------------------------------------------------------------------- // fread convenience utils, with nice handling of error checking using macros // simple replace fopen, fread, fclose, fseek // with fopenCheck, freadCheck, fcloseCheck, fseekCheck FILE *fopen_check(const char *path, const char *mode, const char *file, int line) { FILE *fp = fopen(path, mode); if (fp == NULL) { fprintf(stderr, "Error: Failed to open file '%s' at %s:%d\n", path, file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Path: %s\n", path); fprintf(stderr, " Mode: %s\n", mode); fprintf(stderr, "---> HINT 1: dataset files/code have moved to dev/data recently (May 20, 2024). You may have to mv them from the legacy data/ dir to dev/data/(dataset), or re-run the data preprocessing script. Refer back to the main README\n"); fprintf(stderr, "---> HINT 2: possibly try to re-run `python train_gpt2.py`\n"); exit(EXIT_FAILURE); } return fp; } #define fopenCheck(path, mode) fopen_check(path, mode, __FILE__, __LINE__) void fread_check(void *ptr, size_t size, size_t nmemb, FILE *stream, const char *file, int line) { size_t result = fread(ptr, size, nmemb, stream); if (result != nmemb) { if (feof(stream)) { fprintf(stderr, "Error: Unexpected end of file at %s:%d\n", file, line); } else if (ferror(stream)) { fprintf(stderr, "Error: File read error at %s:%d\n", file, line); } else { fprintf(stderr, "Error: Partial read at %s:%d. Expected %zu elements, read %zu\n", file, line, nmemb, result); } fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Expected elements: %zu\n", nmemb); fprintf(stderr, " Read elements: %zu\n", result); exit(EXIT_FAILURE); } } #define freadCheck(ptr, size, nmemb, stream) fread_check(ptr, size, nmemb, stream, __FILE__, __LINE__) void fclose_check(FILE *fp, const char *file, int line) { if (fclose(fp) != 0) { fprintf(stderr, "Error: Failed to close file at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); exit(EXIT_FAILURE); } } #define fcloseCheck(fp) fclose_check(fp, __FILE__, __LINE__) void fseek_check(FILE *fp, long off, int whence, const char *file, int line) { if (fseek(fp, off, whence) != 0) { fprintf(stderr, "Error: Failed to seek in file at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " Offset: %ld\n", off); fprintf(stderr, " Whence: %d\n", whence); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); exit(EXIT_FAILURE); } } #define fseekCheck(fp, off, whence) fseek_check(fp, off, whence, __FILE__, __LINE__) // ---------------------------------------------------------------------------- // malloc error-handling wrapper util void *malloc_check(size_t size, const char *file, int line) { void *ptr = malloc(size); if (ptr == NULL) { fprintf(stderr, "Error: Memory allocation failed at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Size: %zu bytes\n", size); exit(EXIT_FAILURE); } return ptr; } #define mallocCheck(size) malloc_check(size, __FILE__, __LINE__) // ---------------------------------------------------------------------------- // I/O ops void create_dir_if_not_exists(const char *dir) { if (dir == NULL) { return; } struct stat st = {0}; if (stat(dir, &st) == -1) { if (mkdir(dir, 0700) == -1) { printf("ERROR: could not create directory: %s\n", dir); exit(EXIT_FAILURE); } printf("created directory: %s\n", dir); } } int find_max_step(const char* output_log_dir) { // find the DONE file in the log dir with highest step count if (output_log_dir == NULL) { return -1; } DIR* dir; struct dirent* entry; int max_step = -1; dir = opendir(output_log_dir); if (dir == NULL) { return -1; } while ((entry = readdir(dir)) != NULL) { if (strncmp(entry->d_name, "DONE_", 5) == 0) { int step = atoi(entry->d_name + 5); if (step > max_step) { max_step = step; } } } closedir(dir); return max_step; } #endif