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diff --git a/kernel/ethosu_inference.h b/kernel/ethosu_inference.h
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+/*
+ * (C) COPYRIGHT 2020 ARM Limited. All rights reserved.
+ *
+ * This program is free software and is provided to you under the terms of the
+ * GNU General Public License version 2 as published by the Free Software
+ * Foundation, and any use by you of this program is subject to the terms
+ * of such GNU licence.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, you can access it online at
+ * http://www.gnu.org/licenses/gpl-2.0.html.
+ *
+ * SPDX-License-Identifier: GPL-2.0-only
+ */
+
+#ifndef ETHOSU_INFERENCE_H
+#define ETHOSU_INFERENCE_H
+
+/****************************************************************************
+ * Includes
+ ****************************************************************************/
+
+#include "uapi/ethosu.h"
+
+#include <linux/kref.h>
+#include <linux/types.h>
+#include <linux/wait.h>
+
+/****************************************************************************
+ * Types
+ ****************************************************************************/
+
+struct ethosu_buffer;
+struct ethosu_core_inference_rsp;
+struct ethosu_device;
+struct ethosu_network;
+struct ethosu_uapi_inference_create;
+struct file;
+
+/**
+ * struct ethosu_inference - Inference struct
+ * @edev:	Arm Ethos-U device
+ * @file:	File handle
+ * @kref:	Reference counter
+ * @waitq:	Wait queue
+ * @ifm:	Pointer to IFM buffer
+ * @ofm:	Pointer to OFM buffer
+ * @net:	Pointer to network
+ * @pending:	Pending response from the firmware
+ * @status:	Inference status
+ */
+struct ethosu_inference {
+	struct ethosu_device    *edev;
+	struct file             *file;
+	struct kref             kref;
+	wait_queue_head_t       waitq;
+	struct ethosu_buffer    *ifm;
+	struct ethosu_buffer    *ofm;
+	struct ethosu_network   *net;
+	bool                    pending;
+	enum ethosu_uapi_status status;
+	struct list_head        list;
+};
+
+/****************************************************************************
+ * Functions
+ ****************************************************************************/
+
+/**
+ * ethosu_inference_create() - Create inference
+ *
+ * This function must be called in the context of a user space process.
+ *
+ * Return: fd on success, else error code.
+ */
+int ethosu_inference_create(struct ethosu_device *edev,
+			    struct ethosu_network *net,
+			    struct ethosu_uapi_inference_create *uapi);
+
+/**
+ * ethosu_inference_get_from_fd() - Get inference handle from fd
+ *
+ * This function must be called from a user space context.
+ *
+ * Return: Pointer on success, else ERR_PTR.
+ */
+struct ethosu_inference *ethosu_inference_get_from_fd(int fd);
+
+/**
+ * ethosu_inference_get() - Get inference
+ */
+void ethosu_inference_get(struct ethosu_inference *inf);
+
+/**
+ * ethosu_inference_put() - Put inference
+ */
+void ethosu_inference_put(struct ethosu_inference *inf);
+
+/**
+ * ethosu_inference_rsp() - Handle inference response
+ */
+void ethosu_inference_rsp(struct ethosu_device *edev,
+			  struct ethosu_core_inference_rsp *rsp);
+
+#endif /* ETHOSU_INFERENCE_H */