mirror of
https://github.com/jomjol/AI-on-the-edge-device.git
synced 2026-01-27 21:00:42 +03:00
231 lines
8.1 KiB
C++
231 lines
8.1 KiB
C++
#include "defines.h"
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#include "ClassLogFile.h"
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#include "psram.h"
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static const char *TAG = "PSRAM";
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using namespace std;
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void *shared_region = NULL;
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uint32_t allocatedBytesForSTBI = 0;
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std::string sharedMemoryInUseFor = "";
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/** Reserve a large block in the PSRAM which will be shared between the different steps.
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* Each step uses it differently but only wiuthin itself. */
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bool reserve_psram_shared_region(void)
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{
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating shared PSRAM region (" + std::to_string(TENSOR_ARENA_SIZE + MAX_MODEL_SIZE) + " bytes)...");
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shared_region = malloc_psram_heap("Shared PSRAM region", TENSOR_ARENA_SIZE + MAX_MODEL_SIZE, MALLOC_CAP_SPIRAM | MALLOC_CAP_8BIT);
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if (shared_region == NULL)
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to allocating shared PSRAM region!");
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return false;
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}
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else
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{
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return true;
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}
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}
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/*******************************************************************
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* Memory used in Take Image (STBI)
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*******************************************************************/
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bool psram_init_shared_memory_for_take_image_step(void)
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{
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if (sharedMemoryInUseFor != "")
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Shared memory in PSRAM already in use for " + sharedMemoryInUseFor + "!");
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return false;
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}
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Init shared memory for step 'Take Image' (STBI buffers)");
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allocatedBytesForSTBI = 0;
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sharedMemoryInUseFor = "TakeImage";
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return true;
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}
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void psram_deinit_shared_memory_for_take_image_step(void)
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{
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Deinit shared memory for step 'Take Image' (STBI buffers)");
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allocatedBytesForSTBI = 0;
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sharedMemoryInUseFor = "";
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}
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/*******************************************************************
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* Memory used in Aligning Step
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* During this step we only use the shared part of the PSRAM
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* for the TempImage.
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*******************************************************************/
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void *psram_reserve_shared_tmp_image_memory(void)
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{
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if (sharedMemoryInUseFor != "")
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Shared memory in PSRAM already in use for " + sharedMemoryInUseFor + "!");
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return NULL;
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}
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating TempImage (" + std::to_string(IMAGE_SIZE) + " bytes, use shared memory in PSRAM)...");
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sharedMemoryInUseFor = "TempImage";
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return shared_region; // Use 1th part of the shared memory for the TempImage (only user)
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}
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void psram_free_shared_temp_image_memory(void)
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{
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Shared memory used for TempImage (PSRAM, part of shared memory) is free again");
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sharedMemoryInUseFor = "";
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}
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/*******************************************************************
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*
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*******************************************************************/
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void *psram_reserve_shared_stbi_memory(size_t size)
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{
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/* Only large buffers should be placed in the shared PSRAM
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* If we also place all smaller STBI buffers here, we get artefacts for some reasons. */
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if (size >= 100000)
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{
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if ((allocatedBytesForSTBI + size) > TENSOR_ARENA_SIZE + MAX_MODEL_SIZE)
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{
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// Check if it still fits in the shared region
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Shared memory in PSRAM too small (STBI) to fit additional " + std::to_string(size) + " bytes! Available: " + std::to_string(TENSOR_ARENA_SIZE + MAX_MODEL_SIZE - allocatedBytesForSTBI) + " bytes!");
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return NULL;
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}
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating memory (" + std::to_string(size) + " bytes) for STBI (use shared memory in PSRAM)...");
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allocatedBytesForSTBI += size;
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return (uint8_t *)shared_region + allocatedBytesForSTBI - size;
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}
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else
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{
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// Normal PSRAM
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return malloc_psram_heap("STBI", size, MALLOC_CAP_SPIRAM);
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}
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}
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void *psram_reallocate_shared_stbi_memory(void *ptr, size_t newsize)
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{
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char buf[20];
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sprintf(buf, "%p", ptr);
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "STBI requested realloc for " + std::string(buf) + " but this is currently unsupported!");
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return NULL;
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}
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void psram_free_shared_stbi_memory(void *p)
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{
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if ((p >= shared_region) && (p <= ((uint8_t *)shared_region + allocatedBytesForSTBI)))
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{
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// was allocated inside the shared memory
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Part of shared memory used for STBI (PSRAM, part of shared memory) is free again");
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}
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else
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{
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// Normal PSRAM
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free_psram_heap("STBI", p);
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}
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}
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/*******************************************************************
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* Memory used in Digitization Steps
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* During this step we only use the shared part of the PSRAM for the
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* Tensor Arena and one of the Models.
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* The shared memory is large enough for the largest model and the
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* Tensor Arena. Therefore we do not need to monitor the usage.
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*******************************************************************/
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void *psram_get_shared_tensor_arena_memory(void)
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{
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if ((sharedMemoryInUseFor == "") || (sharedMemoryInUseFor == "Digitization_Model"))
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{
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sharedMemoryInUseFor = "Digitization_Tensor";
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating Tensor Arena (" + std::to_string(TENSOR_ARENA_SIZE) + " bytes, use shared memory in PSRAM)...");
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return shared_region; // Use 1th part of the shared memory for Tensor
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}
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else
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Shared memory in PSRAM already in use for " + sharedMemoryInUseFor + "!");
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return NULL;
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}
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}
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void *psram_get_shared_model_memory(void)
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{
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if ((sharedMemoryInUseFor == "") || (sharedMemoryInUseFor == "Digitization_Tensor"))
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{
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sharedMemoryInUseFor = "Digitization_Model";
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating Model memory (" + std::to_string(MAX_MODEL_SIZE) + " bytes, use shared memory in PSRAM)...");
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return (uint8_t *)shared_region + TENSOR_ARENA_SIZE; // Use 2nd part of the shared memory (after Tensor Arena) for the model
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}
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else
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Shared memory in PSRAM already in use for " + sharedMemoryInUseFor + "!");
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return NULL;
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}
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}
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void psram_free_shared_tensor_arena_and_model_memory(void)
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{
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sharedMemoryInUseFor = "";
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Shared memory used for Tensor Arena and model (PSRAM, part of shared memory) is free again");
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}
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/*******************************************************************
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* General
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*******************************************************************/
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void *malloc_psram_heap(std::string name, size_t size, uint32_t caps)
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{
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void *ptr;
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ptr = heap_caps_malloc(size, caps);
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if (ptr != NULL)
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{
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocated " + to_string(size) + " bytes in PSRAM for '" + name + "'");
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}
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else
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to allocate " + to_string(size) + " bytes in PSRAM for '" + name + "'!");
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}
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return ptr;
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}
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void *realloc_psram_heap(std::string name, void *ptr, size_t size, uint32_t caps)
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{
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ptr = heap_caps_realloc(ptr, size, caps);
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if (ptr != NULL)
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{
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Reallocated " + to_string(size) + " bytes in PSRAM for '" + name + "'");
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}
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else
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to reallocate " + to_string(size) + " bytes in PSRAM for '" + name + "'!");
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}
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return ptr;
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}
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void *calloc_psram_heap(std::string name, size_t n, size_t size, uint32_t caps)
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{
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void *ptr;
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ptr = heap_caps_calloc(n, size, caps);
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if (ptr != NULL)
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{
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LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Allocated " + to_string(size) + " bytes in PSRAM for '" + name + "'");
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}
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else
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{
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LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to allocate " + to_string(size) + " bytes in PSRAM for '" + name + "'!");
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}
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return ptr;
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}
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void free_psram_heap(std::string name, void *ptr)
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{
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LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Freeing memory in PSRAM used for '" + name + "'...");
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heap_caps_free(ptr);
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}
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