forked from leejet/stable-diffusion.cpp
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathqcom_ml_vae_bridge.cpp
More file actions
223 lines (207 loc) · 6.85 KB
/
qcom_ml_vae_bridge.cpp
File metadata and controls
223 lines (207 loc) · 6.85 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
#include "qcom_ml_vae_bridge.hpp"
#include <cstring>
#ifdef SD_USE_QCOM_ML_VAE
#include <dlfcn.h>
#endif
QcomMlVaeBridge::~QcomMlVaeBridge() {
#ifdef SD_USE_QCOM_ML_VAE
if (m_destroy_fn != nullptr && m_ctx_handle != nullptr) {
m_destroy_fn(m_ctx_handle);
m_ctx_handle = nullptr;
}
if (m_lib_handle != nullptr) {
dlclose(m_lib_handle);
m_lib_handle = nullptr;
}
#endif
}
bool QcomMlVaeBridge::init(const std::string& shared_lib_path, const QcomMlVaeConfig& cfg, std::string* err_msg) {
#ifndef SD_USE_QCOM_ML_VAE
(void)shared_lib_path;
(void)cfg;
if (err_msg != nullptr) {
*err_msg = "SD_USE_QCOM_ML_VAE is OFF";
}
return false;
#else
if (shared_lib_path.empty()) {
if (err_msg != nullptr) {
*err_msg = "missing SD_QCOM_ML_VAE_LIB path";
}
return false;
}
if (cfg.model_dir.empty()) {
if (err_msg != nullptr) {
*err_msg = "missing qcom_ml VAE model dir";
}
return false;
}
if (m_lib_handle != nullptr || m_ctx_handle != nullptr) {
if (err_msg != nullptr) {
*err_msg = "bridge already initialized";
}
return false;
}
m_lib_handle = dlopen(shared_lib_path.c_str(), RTLD_NOW | RTLD_LOCAL);
if (m_lib_handle == nullptr) {
if (err_msg != nullptr) {
const char* dl_err = dlerror();
*err_msg = (dl_err != nullptr && dl_err[0] != '\0') ? dl_err : "dlopen failed";
}
return false;
}
m_create_fn = reinterpret_cast<CreateFn>(dlsym(m_lib_handle, "sd_qcom_ml_vae_create"));
m_decode_fn = reinterpret_cast<DecodeFn>(dlsym(m_lib_handle, "sd_qcom_ml_vae_decode"));
m_prepare_fn = reinterpret_cast<PrepareFn>(dlsym(m_lib_handle, "sd_qcom_ml_vae_prepare"));
m_destroy_fn = reinterpret_cast<DestroyFn>(dlsym(m_lib_handle, "sd_qcom_ml_vae_destroy"));
if (m_create_fn == nullptr || m_decode_fn == nullptr || m_destroy_fn == nullptr) {
if (err_msg != nullptr) {
*err_msg = "missing required symbols: sd_qcom_ml_vae_create/decode/destroy";
}
dlclose(m_lib_handle);
m_lib_handle = nullptr;
m_create_fn = nullptr;
m_decode_fn = nullptr;
m_prepare_fn = nullptr;
m_destroy_fn = nullptr;
return false;
}
char err_buf[512];
std::memset(err_buf, 0, sizeof(err_buf));
void* out_ctx = nullptr;
const int rc = m_create_fn(cfg.model_dir.c_str(),
cfg.disable_mnn_attention ? 1 : 0,
cfg.fallback_attn_len_16384 ? 1 : 0,
&out_ctx,
err_buf,
static_cast<int>(sizeof(err_buf)));
if (rc != 0 || out_ctx == nullptr) {
if (err_msg != nullptr) {
*err_msg = err_buf[0] != '\0' ? err_buf : "sd_qcom_ml_vae_create failed";
}
dlclose(m_lib_handle);
m_lib_handle = nullptr;
m_create_fn = nullptr;
m_decode_fn = nullptr;
m_destroy_fn = nullptr;
return false;
}
m_ctx_handle = out_ctx;
return true;
#endif
}
bool QcomMlVaeBridge::decode(const std::vector<float>& latent_nchw,
int latent_w,
int latent_h,
int latent_c,
int batch,
std::vector<float>* out_nchw,
int out_w,
int out_h,
int out_c,
std::string* err_msg,
bool* used_attn_fallback_16384) {
#ifndef SD_USE_QCOM_ML_VAE
(void)latent_nchw;
(void)latent_w;
(void)latent_h;
(void)latent_c;
(void)batch;
(void)out_nchw;
(void)out_w;
(void)out_h;
(void)out_c;
(void)used_attn_fallback_16384;
if (err_msg != nullptr) {
*err_msg = "SD_USE_QCOM_ML_VAE is OFF";
}
return false;
#else
if (m_decode_fn == nullptr || m_ctx_handle == nullptr) {
if (err_msg != nullptr) {
*err_msg = "bridge is not initialized";
}
return false;
}
if (out_nchw == nullptr) {
if (err_msg != nullptr) {
*err_msg = "null out_nchw";
}
return false;
}
const size_t out_elem_count = static_cast<size_t>(out_w) * out_h * out_c * batch;
out_nchw->assign(out_elem_count, 0.0f);
char err_buf[512];
std::memset(err_buf, 0, sizeof(err_buf));
int fallback_used = 0;
const int rc = m_decode_fn(m_ctx_handle,
latent_nchw.data(),
latent_w,
latent_h,
latent_c,
batch,
out_nchw->data(),
out_w,
out_h,
out_c,
&fallback_used,
err_buf,
static_cast<int>(sizeof(err_buf)));
if (used_attn_fallback_16384 != nullptr) {
*used_attn_fallback_16384 = fallback_used != 0;
}
if (rc != 0) {
if (err_msg != nullptr) {
*err_msg = err_buf[0] != '\0' ? err_buf : "sd_qcom_ml_vae_decode failed";
}
return false;
}
return true;
#endif
}
bool QcomMlVaeBridge::prepare(int latent_w,
int latent_h,
int latent_c,
int batch,
std::string* err_msg) {
#ifndef SD_USE_QCOM_ML_VAE
(void)latent_w;
(void)latent_h;
(void)latent_c;
(void)batch;
if (err_msg != nullptr) {
*err_msg = "SD_USE_QCOM_ML_VAE is OFF";
}
return false;
#else
if (m_decode_fn == nullptr || m_ctx_handle == nullptr) {
if (err_msg != nullptr) {
*err_msg = "bridge is not initialized";
}
return false;
}
// Older bridge library may not export prepare symbol; treat as no-op success.
if (m_prepare_fn == nullptr) {
return true;
}
char err_buf[512];
std::memset(err_buf, 0, sizeof(err_buf));
const int rc = m_prepare_fn(m_ctx_handle,
latent_w,
latent_h,
latent_c,
batch,
err_buf,
static_cast<int>(sizeof(err_buf)));
if (rc != 0) {
if (err_msg != nullptr) {
*err_msg = err_buf[0] != '\0' ? err_buf : "sd_qcom_ml_vae_prepare failed";
}
return false;
}
return true;
#endif
}
bool QcomMlVaeBridge::ready() const {
return m_decode_fn != nullptr && m_ctx_handle != nullptr;
}