blob: ec733e8b54d976d42f1f31bf3dc0660d797a38e8 [file] [log] [blame]
// Mobilenet_v2_1.0_224 quant model
// MlModel struct initialization to include model I/O info.
// Bytecode loading, input/output processes.
#include <springbok.h>
#include "iree/base/api.h"
#include "iree/hal/api.h"
#include "samples/util/util.h"
// Compiled module embedded here to avoid file IO:
#include "samples/quant_model_embedding/mobilenet_v2_bytecode_module_dylib_c.h"
const MlModel kModel = {
.num_input_dim = 4,
.input_shape = {1, 224, 224, 3},
.input_length = 224 * 224 * 3,
.input_size_bytes = sizeof(uint8_t),
.num_output = 1,
.output_length = {1001},
.output_size_bytes = sizeof(uint8_t),
.hal_element_type = IREE_HAL_ELEMENT_TYPE_UINT_8,
.model_name = "mobilenet_v2_1.0_224_quant",
};
const iree_const_byte_span_t load_bytecode_module_data() {
const struct iree_file_toc_t *module_file_toc =
samples_quant_model_embedding_mobilenet_v2_bytecode_module_dylib_create();
return iree_make_const_byte_span(module_file_toc->data,
module_file_toc->size);
}
iree_status_t load_input_data(const MlModel *model, void **buffer) {
// Populate initial value
srand(33333333);
for (int i = 0; i < model->input_length; ++i) {
((uint8_t *)*buffer)[i] = (uint8_t)rand();
}
return iree_ok_status();
}
iree_status_t check_output_data(const MlModel *model,
iree_hal_buffer_mapping_t *mapped_memory,
int index_output) {
iree_status_t result = iree_ok_status();
if (index_output > model->num_output ||
mapped_memory->contents.data_length / model->output_size_bytes !=
model->output_length[index_output]) {
result = iree_make_status(IREE_STATUS_UNKNOWN, "output length mismatches");
}
LOG_INFO("Output #%d data length: %d \n", index_output,
mapped_memory->contents.data_length / model->output_size_bytes);
return result;
}