/src/llama.cpp/src/llama-impl.cpp
Line | Count | Source |
1 | | #include "llama-impl.h" |
2 | | |
3 | | #include "gguf.h" |
4 | | #include "llama.h" |
5 | | |
6 | | #include <cinttypes> |
7 | | #include <climits> |
8 | | #include <cstdarg> |
9 | | #include <cstring> |
10 | | #include <vector> |
11 | | #include <sstream> |
12 | | |
13 | | struct llama_logger_state { |
14 | | ggml_log_callback log_callback = llama_log_callback_default; |
15 | | void * log_callback_user_data = nullptr; |
16 | | }; |
17 | | |
18 | | static llama_logger_state g_logger_state; |
19 | | |
20 | 1.54k | time_meas::time_meas(int64_t & t_acc, bool disable) : t_start_us(disable ? -1 : ggml_time_us()), t_acc(t_acc) {} |
21 | | |
22 | 1.44k | time_meas::~time_meas() { |
23 | 1.44k | if (t_start_us >= 0) { |
24 | 1.44k | t_acc += ggml_time_us() - t_start_us; |
25 | 1.44k | } |
26 | 1.44k | } |
27 | | |
28 | 0 | void llama_log_set(ggml_log_callback log_callback, void * user_data) { |
29 | 0 | ggml_log_set(log_callback, user_data); |
30 | 0 | g_logger_state.log_callback = log_callback ? log_callback : llama_log_callback_default; |
31 | 0 | g_logger_state.log_callback_user_data = user_data; |
32 | 0 | } |
33 | | |
34 | 6.35k | static void llama_log_internal_v(ggml_log_level level, const char * format, va_list args) { |
35 | 6.35k | va_list args_copy; |
36 | 6.35k | va_copy(args_copy, args); |
37 | 6.35k | char buffer[128]; |
38 | 6.35k | int len = vsnprintf(buffer, 128, format, args); |
39 | 6.35k | if (len < 128) { |
40 | 6.24k | g_logger_state.log_callback(level, buffer, g_logger_state.log_callback_user_data); |
41 | 6.24k | } else { |
42 | 111 | char * buffer2 = new char[len + 1]; |
43 | 111 | vsnprintf(buffer2, len + 1, format, args_copy); |
44 | 111 | buffer2[len] = 0; |
45 | 111 | g_logger_state.log_callback(level, buffer2, g_logger_state.log_callback_user_data); |
46 | 111 | delete[] buffer2; |
47 | 111 | } |
48 | 6.35k | va_end(args_copy); |
49 | 6.35k | } |
50 | | |
51 | 6.35k | void llama_log_internal(ggml_log_level level, const char * format, ...) { |
52 | 6.35k | va_list args; |
53 | 6.35k | va_start(args, format); |
54 | 6.35k | llama_log_internal_v(level, format, args); |
55 | 6.35k | va_end(args); |
56 | 6.35k | } |
57 | | |
58 | 6.35k | void llama_log_callback_default(ggml_log_level level, const char * text, void * user_data) { |
59 | 6.35k | (void) level; |
60 | 6.35k | (void) user_data; |
61 | 6.35k | fputs(text, stderr); |
62 | 6.35k | fflush(stderr); |
63 | 6.35k | } |
64 | | |
65 | 2.16k | void replace_all(std::string & s, const std::string & search, const std::string & replace) { |
66 | 2.16k | if (search.empty()) { |
67 | 0 | return; |
68 | 0 | } |
69 | 2.16k | std::string builder; |
70 | 2.16k | builder.reserve(s.length()); |
71 | 2.16k | size_t pos = 0; |
72 | 2.16k | size_t last_pos = 0; |
73 | 2.33k | while ((pos = s.find(search, last_pos)) != std::string::npos) { |
74 | 170 | builder.append(s, last_pos, pos - last_pos); |
75 | 170 | builder.append(replace); |
76 | 170 | last_pos = pos + search.length(); |
77 | 170 | } |
78 | 2.16k | builder.append(s, last_pos, std::string::npos); |
79 | 2.16k | s = std::move(builder); |
80 | 2.16k | } |
81 | | |
82 | 2.77k | std::string format(const char * fmt, ...) { |
83 | 2.77k | va_list ap; |
84 | 2.77k | va_list ap2; |
85 | 2.77k | va_start(ap, fmt); |
86 | 2.77k | va_copy(ap2, ap); |
87 | 2.77k | int size = vsnprintf(NULL, 0, fmt, ap); |
88 | 2.77k | GGML_ASSERT(size >= 0 && size < INT_MAX); // NOLINT |
89 | 2.77k | std::vector<char> buf(size + 1); |
90 | 2.77k | int size2 = vsnprintf(buf.data(), size + 1, fmt, ap2); |
91 | 2.77k | GGML_ASSERT(size2 == size); |
92 | 2.77k | va_end(ap2); |
93 | 2.77k | va_end(ap); |
94 | 2.77k | return std::string(buf.data(), size); |
95 | 2.77k | } |
96 | | |
97 | 0 | std::string llama_format_tensor_shape(const std::vector<int64_t> & ne) { |
98 | 0 | char buf[256]; |
99 | 0 | snprintf(buf, sizeof(buf), "%5" PRId64, ne.at(0)); |
100 | 0 | for (size_t i = 1; i < ne.size(); i++) { |
101 | 0 | snprintf(buf + strlen(buf), sizeof(buf) - strlen(buf), ", %5" PRId64, ne.at(i)); |
102 | 0 | } |
103 | 0 | return buf; |
104 | 0 | } |
105 | | |
106 | 0 | std::string llama_format_tensor_shape(const struct ggml_tensor * t) { |
107 | 0 | char buf[256]; |
108 | 0 | snprintf(buf, sizeof(buf), "%5" PRId64, t->ne[0]); |
109 | 0 | for (int i = 1; i < GGML_MAX_DIMS; i++) { |
110 | 0 | snprintf(buf + strlen(buf), sizeof(buf) - strlen(buf), ", %5" PRId64, t->ne[i]); |
111 | 0 | } |
112 | 0 | return buf; |
113 | 0 | } |
114 | | |
115 | 6.53k | static std::string gguf_data_to_str(enum gguf_type type, const void * data, int i) { |
116 | 6.53k | switch (type) { |
117 | 719 | case GGUF_TYPE_UINT8: return std::to_string(((const uint8_t *)data)[i]); |
118 | 598 | case GGUF_TYPE_INT8: return std::to_string(((const int8_t *)data)[i]); |
119 | 686 | case GGUF_TYPE_UINT16: return std::to_string(((const uint16_t *)data)[i]); |
120 | 730 | case GGUF_TYPE_INT16: return std::to_string(((const int16_t *)data)[i]); |
121 | 351 | case GGUF_TYPE_UINT32: return std::to_string(((const uint32_t *)data)[i]); |
122 | 267 | case GGUF_TYPE_INT32: return std::to_string(((const int32_t *)data)[i]); |
123 | 379 | case GGUF_TYPE_UINT64: return std::to_string(((const uint64_t *)data)[i]); |
124 | 433 | case GGUF_TYPE_INT64: return std::to_string(((const int64_t *)data)[i]); |
125 | 497 | case GGUF_TYPE_FLOAT32: return std::to_string(((const float *)data)[i]); |
126 | 298 | case GGUF_TYPE_FLOAT64: return std::to_string(((const double *)data)[i]); |
127 | 1.57k | case GGUF_TYPE_BOOL: return ((const bool *)data)[i] ? "true" : "false"; |
128 | 0 | default: return format("unknown type %d", type); |
129 | 6.53k | } |
130 | 6.53k | } |
131 | | |
132 | 2.21k | std::string gguf_kv_to_str(const struct gguf_context * ctx_gguf, int i) { |
133 | 2.21k | const enum gguf_type type = gguf_get_kv_type(ctx_gguf, i); |
134 | | |
135 | 2.21k | switch (type) { |
136 | 262 | case GGUF_TYPE_STRING: |
137 | 262 | return gguf_get_val_str(ctx_gguf, i); |
138 | 327 | case GGUF_TYPE_ARRAY: |
139 | 327 | { |
140 | 327 | const enum gguf_type arr_type = gguf_get_arr_type(ctx_gguf, i); |
141 | 327 | int arr_n = gguf_get_arr_n(ctx_gguf, i); |
142 | 327 | const void * data = arr_type == GGUF_TYPE_STRING ? nullptr : gguf_get_arr_data(ctx_gguf, i); |
143 | 327 | std::stringstream ss; |
144 | 327 | ss << "["; |
145 | 5.41k | for (int j = 0; j < arr_n; j++) { |
146 | 5.08k | if (arr_type == GGUF_TYPE_STRING) { |
147 | 181 | std::string val = gguf_get_arr_str(ctx_gguf, i, j); |
148 | | // escape quotes |
149 | 181 | replace_all(val, "\\", "\\\\"); |
150 | 181 | replace_all(val, "\"", "\\\""); |
151 | 181 | ss << '"' << val << '"'; |
152 | 4.90k | } else if (arr_type == GGUF_TYPE_ARRAY) { |
153 | 0 | ss << "???"; |
154 | 4.90k | } else { |
155 | 4.90k | ss << gguf_data_to_str(arr_type, data, j); |
156 | 4.90k | } |
157 | 5.08k | if (j < arr_n - 1) { |
158 | 4.76k | ss << ", "; |
159 | 4.76k | } |
160 | 5.08k | } |
161 | 327 | ss << "]"; |
162 | 327 | return ss.str(); |
163 | 0 | } |
164 | 1.62k | default: |
165 | 1.62k | return gguf_data_to_str(type, gguf_get_val_data(ctx_gguf, i), 0); |
166 | 2.21k | } |
167 | 2.21k | } |