Zephyr API Documentation  2.7.0-rc2
A Scalable Open Source RTOS
gna.h
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1/*
2 * Copyright (c) 2018 Intel Corporation.
3 *
4 * Author: Sathish Kuttan <sathish.k.kuttan@intel.com>
5 *
6 * SPDX-License-Identifier: Apache-2.0
7 */
8
14#ifndef __INCLUDE_GNA__
15#define __INCLUDE_GNA__
16
26#ifdef __cplusplus
27extern "C" {
28#endif
29
34struct gna_config {
35};
36
55};
56
63 void *rw_region;
64 void *ro_region;
65};
66
72 void *input;
73 void *output;
75};
76
84};
85
95};
96
102 void *output;
105};
106
112typedef int (*gna_callback)(struct gna_inference_resp *result);
113
114typedef int (*gna_api_config)(const struct device *dev,
115 struct gna_config *cfg);
116typedef int (*gna_api_register)(const struct device *dev,
117 struct gna_model_info *model,
118 void **model_handle);
119typedef int (*gna_api_deregister)(const struct device *dev,
120 void *model_handle);
121typedef int (*gna_api_infer)(const struct device *dev,
122 struct gna_inference_req *req,
123 gna_callback callback);
124
125struct gna_driver_api {
126 gna_api_config configure;
127 gna_api_register register_model;
128 gna_api_deregister deregister_model;
129 gna_api_infer infer;
130};
131
148static inline int gna_configure(const struct device *dev,
149 struct gna_config *cfg)
150{
151 const struct gna_driver_api *api =
152 (const struct gna_driver_api *)dev->api;
153
154 return api->configure(dev, cfg);
155}
156
170static inline int gna_register_model(const struct device *dev,
171 struct gna_model_info *model,
172 void **model_handle)
173{
174 const struct gna_driver_api *api =
175 (const struct gna_driver_api *)dev->api;
176
177 return api->register_model(dev, model, model_handle);
178}
179
193static inline int gna_deregister_model(const struct device *dev, void *model)
194{
195 const struct gna_driver_api *api =
196 (const struct gna_driver_api *)dev->api;
197
198 return api->deregister_model(dev, model);
199}
200
215static inline int gna_infer(const struct device *dev,
216 struct gna_inference_req *req,
217 gna_callback callback)
218{
219 const struct gna_driver_api *api =
220 (const struct gna_driver_api *)dev->api;
221
222 return api->infer(dev, req, callback);
223}
224
225#ifdef __cplusplus
226}
227#endif
228
233#endif /* __INCLUDE_GNA__ */
struct result result[2]
Definition: errno.c:41
static int gna_infer(const struct device *dev, struct gna_inference_req *req, gna_callback callback)
Perform inference on a model with input vectors.
Definition: gna.h:215
gna_result
Definition: gna.h:89
static int gna_deregister_model(const struct device *dev, void *model)
De-register a previously registered neural network model.
Definition: gna.h:193
static int gna_register_model(const struct device *dev, struct gna_model_info *model, void **model_handle)
Register a neural network model.
Definition: gna.h:170
static int gna_configure(const struct device *dev, struct gna_config *cfg)
Configure the GNA device.
Definition: gna.h:148
@ GNA_RESULT_INFERENCE_COMPLETE
Definition: gna.h:90
@ GNA_RESULT_SATURATION_OCCURRED
Definition: gna.h:91
@ GNA_RESULT_OUTPUT_BUFFER_FULL_ERROR
Definition: gna.h:92
@ GNA_RESULT_PARAM_OUT_OF_RANGE_ERROR
Definition: gna.h:93
@ GNA_RESULT_GENERIC_ERROR
Definition: gna.h:94
__UINT32_TYPE__ uint32_t
Definition: stdint.h:60
Runtime device structure (in ROM) per driver instance.
Definition: device.h:367
const void * api
Definition: device.h:373
Definition: gna.h:34
Definition: gna.h:70
void * intermediate
Definition: gna.h:74
void * model_handle
Definition: gna.h:71
void * output
Definition: gna.h:73
void * input
Definition: gna.h:72
Definition: gna.h:100
enum gna_result result
Definition: gna.h:101
size_t output_len
Definition: gna.h:103
struct gna_inference_stats stats
Definition: gna.h:104
void * output
Definition: gna.h:102
Definition: gna.h:80
uint32_t total_cycles
Definition: gna.h:81
uint32_t cycles_per_sec
Definition: gna.h:83
uint32_t stall_cycles
Definition: gna.h:82
Definition: gna.h:41
uint32_t layer_count
Definition: gna.h:45
uint32_t rw_region_size
Definition: gna.h:52
uint32_t model_size
Definition: gna.h:43
uint32_t num_output_nodes
Definition: gna.h:49
uint32_t input_ptr_offset
Definition: gna.h:50
uint32_t num_input_nodes
Definition: gna.h:48
uint32_t bytes_per_input
Definition: gna.h:46
uint32_t labase_offset
Definition: gna.h:42
uint32_t output_scaling_factor
Definition: gna.h:54
uint32_t output_ptr_offset
Definition: gna.h:51
uint32_t input_scaling_factor
Definition: gna.h:53
uint32_t bytes_per_output
Definition: gna.h:47
uint32_t gna_mode
Definition: gna.h:44
Definition: gna.h:61
void * ro_region
Definition: gna.h:64
void * rw_region
Definition: gna.h:63
struct gna_model_header * header
Definition: gna.h:62