diff --git a/drivers/ml/cnxk/cn10k_ml_model.c b/drivers/ml/cnxk/cn10k_ml_model.c
index 0325cd54f1f0..4e39a584fa82 100644
--- a/drivers/ml/cnxk/cn10k_ml_model.c
+++ b/drivers/ml/cnxk/cn10k_ml_model.c
@@ -560,7 +560,7 @@ cn10k_ml_model_info_set(struct cnxk_ml_dev *cnxk_mldev, struct cnxk_ml_model *mo
 
 	/* Set model info */
 	memset(info, 0, sizeof(struct rte_ml_model_info));
-	rte_memcpy(info->name, metadata->model.name, MRVL_ML_MODEL_NAME_LEN);
+	memcpy(info->name, metadata->model.name, MRVL_ML_MODEL_NAME_LEN);
 	snprintf(info->version, RTE_ML_STR_MAX, "%u.%u.%u.%u", metadata->model.version[0],
 		 metadata->model.version[1], metadata->model.version[2],
 		 metadata->model.version[3]);
@@ -579,7 +579,8 @@ cn10k_ml_model_info_set(struct cnxk_ml_dev *cnxk_mldev, struct cnxk_ml_model *mo
 
 	/* Set input info */
 	for (i = 0; i < info->nb_inputs; i++) {
-		rte_memcpy(input[i].name, io_info->input[i].name, MRVL_ML_INPUT_NAME_LEN);
+		memcpy(input[i].name, io_info->input[i].name,
+		       MRVL_ML_INPUT_NAME_LEN);
 		input[i].nb_dims = io_info->input[i].nb_dims;
 		input[i].shape = &io_info->input[i].shape[0];
 		input[i].type = io_info->input[i].qtype;
@@ -590,7 +591,8 @@ cn10k_ml_model_info_set(struct cnxk_ml_dev *cnxk_mldev, struct cnxk_ml_model *mo
 
 	/* Set output info */
 	for (i = 0; i < info->nb_outputs; i++) {
-		rte_memcpy(output[i].name, io_info->output[i].name, MRVL_ML_INPUT_NAME_LEN);
+		memcpy(output[i].name, io_info->output[i].name,
+		       MRVL_ML_INPUT_NAME_LEN);
 		output[i].nb_dims = io_info->output[i].nb_dims;
 		output[i].shape = &io_info->output[i].shape[0];
 		output[i].type = io_info->output[i].qtype;
diff --git a/drivers/ml/cnxk/cn10k_ml_ops.c b/drivers/ml/cnxk/cn10k_ml_ops.c
index 834e55e88e9b..e53ada7b1ce4 100644
--- a/drivers/ml/cnxk/cn10k_ml_ops.c
+++ b/drivers/ml/cnxk/cn10k_ml_ops.c
@@ -668,11 +668,13 @@ cn10k_ml_layer_load(void *device, uint16_t model_id, const char *layer_name, uin
 	}
 
 	/* Copy metadata to internal buffer */
-	rte_memcpy(&layer->glow.metadata, buffer, sizeof(struct cn10k_ml_model_metadata));
+	memcpy(&layer->glow.metadata, buffer,
+	       sizeof(struct cn10k_ml_model_metadata));
 	cn10k_ml_model_metadata_update(&layer->glow.metadata);
 
 	/* Set layer name */
-	rte_memcpy(layer->name, layer->glow.metadata.model.name, MRVL_ML_MODEL_NAME_LEN);
+	memcpy(layer->name, layer->glow.metadata.model.name,
+	       MRVL_ML_MODEL_NAME_LEN);
 
 	/* Enable support for batch_size of 256 */
 	if (layer->glow.metadata.model.batch_size == 0)
@@ -748,11 +750,12 @@ cn10k_ml_model_load(struct cnxk_ml_dev *cnxk_mldev, struct rte_ml_model_params *
 	model->subtype = ML_CNXK_MODEL_SUBTYPE_GLOW_MRVL;
 
 	/* Copy metadata to internal buffer */
-	rte_memcpy(&model->glow.metadata, params->addr, sizeof(struct cn10k_ml_model_metadata));
+	memcpy(&model->glow.metadata, params->addr,
+	       sizeof(struct cn10k_ml_model_metadata));
 	cn10k_ml_model_metadata_update(&model->glow.metadata);
 
 	/* Set model name */
-	rte_memcpy(model->name, (char *)model->glow.metadata.model.name, 64);
+	memcpy(model->name, (char *)model->glow.metadata.model.name, 64);
 
 	/* Enable support for batch_size of 256 */
 	if (model->glow.metadata.model.batch_size == 0)
diff --git a/drivers/ml/cnxk/cnxk_ml_ops.c b/drivers/ml/cnxk/cnxk_ml_ops.c
index 971362b24202..f9d0f50e1fc4 100644
--- a/drivers/ml/cnxk/cnxk_ml_ops.c
+++ b/drivers/ml/cnxk/cnxk_ml_ops.c
@@ -1400,7 +1400,7 @@ cnxk_ml_model_info_get(struct rte_ml_dev *dev, uint16_t model_id,
 	}
 
 	info = (struct rte_ml_model_info *)model->info;
-	rte_memcpy(model_info, info, sizeof(struct rte_ml_model_info));
+	memcpy(model_info, info, sizeof(struct rte_ml_model_info));
 	model_info->input_info = info->input_info;
 	model_info->output_info = info->output_info;
 
diff --git a/drivers/ml/cnxk/mvtvm_ml_model.c b/drivers/ml/cnxk/mvtvm_ml_model.c
index e3234ae44226..99b4774a2e11 100644
--- a/drivers/ml/cnxk/mvtvm_ml_model.c
+++ b/drivers/ml/cnxk/mvtvm_ml_model.c
@@ -310,7 +310,7 @@ mvtvm_ml_model_info_set(struct cnxk_ml_dev *cnxk_mldev, struct cnxk_ml_model *mo
 		goto tvm_mrvl_model;
 
 	metadata = &model->mvtvm.metadata;
-	rte_memcpy(info->name, metadata->model.name, TVMDP_NAME_STRLEN);
+	memcpy(info->name, metadata->model.name, TVMDP_NAME_STRLEN);
 	snprintf(info->version, RTE_ML_STR_MAX, "%u.%u.%u.%u", metadata->model.version[0],
 		 metadata->model.version[1], metadata->model.version[2],
 		 metadata->model.version[3]);
@@ -327,7 +327,8 @@ mvtvm_ml_model_info_set(struct cnxk_ml_dev *cnxk_mldev, struct cnxk_ml_model *mo
 
 	/* Set input info */
 	for (i = 0; i < info->nb_inputs; i++) {
-		rte_memcpy(input[i].name, metadata->input[i].name, MRVL_ML_INPUT_NAME_LEN);
+		memcpy(input[i].name, metadata->input[i].name,
+		       MRVL_ML_INPUT_NAME_LEN);
 		input[i].nb_dims = metadata->input[i].ndim;
 		input[i].shape = &model->mvtvm.info.input[i].shape[0];
 		input[i].type = model->mvtvm.info.input[i].qtype;
@@ -338,7 +339,8 @@ mvtvm_ml_model_info_set(struct cnxk_ml_dev *cnxk_mldev, struct cnxk_ml_model *mo
 
 	/* Set output info */
 	for (i = 0; i < info->nb_outputs; i++) {
-		rte_memcpy(output[i].name, metadata->output[i].name, MRVL_ML_OUTPUT_NAME_LEN);
+		memcpy(output[i].name, metadata->output[i].name,
+		       MRVL_ML_OUTPUT_NAME_LEN);
 		output[i].nb_dims = metadata->output[i].ndim;
 		output[i].shape = &model->mvtvm.info.output[i].shape[0];
 		output[i].type = model->mvtvm.info.output[i].qtype;
diff --git a/drivers/ml/cnxk/mvtvm_ml_ops.c b/drivers/ml/cnxk/mvtvm_ml_ops.c
index e825c3fb23e6..fca7e0c3c0bc 100644
--- a/drivers/ml/cnxk/mvtvm_ml_ops.c
+++ b/drivers/ml/cnxk/mvtvm_ml_ops.c
@@ -194,7 +194,7 @@ mvtvm_ml_model_load(struct cnxk_ml_dev *cnxk_mldev, struct rte_ml_model_params *
 	/* Copy mod.so */
 	model->mvtvm.object.so.addr = mz->addr;
 	model->mvtvm.object.so.size = object[0].size;
-	rte_memcpy(model->mvtvm.object.so.name, object[0].name, TVMDP_NAME_STRLEN);
+	memcpy(model->mvtvm.object.so.name, object[0].name, TVMDP_NAME_STRLEN);
 	rte_memcpy(model->mvtvm.object.so.addr, object[0].buffer, object[0].size);
 	rte_free(object[0].buffer);
 
@@ -203,7 +203,8 @@ mvtvm_ml_model_load(struct cnxk_ml_dev *cnxk_mldev, struct rte_ml_model_params *
 		RTE_PTR_ADD(model->mvtvm.object.so.addr,
 			    RTE_ALIGN_CEIL(model->mvtvm.object.so.size, RTE_CACHE_LINE_MIN_SIZE));
 	model->mvtvm.object.json.size = object[1].size;
-	rte_memcpy(model->mvtvm.object.json.name, object[1].name, TVMDP_NAME_STRLEN);
+	memcpy(model->mvtvm.object.json.name, object[1].name,
+	       TVMDP_NAME_STRLEN);
 	rte_memcpy(model->mvtvm.object.json.addr, object[1].buffer, object[1].size);
 	rte_free(object[1].buffer);
 
@@ -212,7 +213,8 @@ mvtvm_ml_model_load(struct cnxk_ml_dev *cnxk_mldev, struct rte_ml_model_params *
 		RTE_PTR_ADD(model->mvtvm.object.json.addr,
 			    RTE_ALIGN_CEIL(model->mvtvm.object.json.size, RTE_CACHE_LINE_MIN_SIZE));
 	model->mvtvm.object.params.size = object[2].size;
-	rte_memcpy(model->mvtvm.object.params.name, object[2].name, TVMDP_NAME_STRLEN);
+	memcpy(model->mvtvm.object.params.name, object[2].name,
+	       TVMDP_NAME_STRLEN);
 	rte_memcpy(model->mvtvm.object.params.addr, object[2].buffer, object[2].size);
 	rte_free(object[2].buffer);
 
