mirror of
https://github.com/apache/nuttx.git
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AI engine driver
Add AI engine driver for heterogeneous NPU backends. Signed-off-by: renzhiyuan1 <renzhiyuan1@xiaomi.com>
This commit is contained in:
parent
c2b89540d2
commit
91ce3de250
6 changed files with 475 additions and 0 deletions
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@ -65,3 +65,4 @@ source "drivers/devicetree/Kconfig"
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source "drivers/reset/Kconfig"
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source "drivers/pci/Kconfig"
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source "drivers/coresight/Kconfig"
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source "drivers/aie/Kconfig"
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@ -83,6 +83,7 @@ include usrsock/Make.defs
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include reset/Make.defs
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include pci/Make.defs
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include coresight/Make.defs
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include aie/Make.defs
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ifeq ($(CONFIG_SPECIFIC_DRIVERS),y)
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-include platform/Make.defs
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10
drivers/aie/Kconfig
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10
drivers/aie/Kconfig
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@ -0,0 +1,10 @@
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#
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# For a description of the syntax of this configuration file,
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# see the file kconfig-language.txt in the NuttX tools repository.
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#
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config AI_ENGINE
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bool "AI Engine Acceleration Support"
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default n
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---help---
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Drivers for various AI engine devices.
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31
drivers/aie/Make.defs
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31
drivers/aie/Make.defs
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@ -0,0 +1,31 @@
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############################################################################
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# drivers/aie/Make.defs
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#
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# Licensed to the Apache Software Foundation (ASF) under one or more
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# contributor license agreements. See the NOTICE file distributed with
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# this work for additional information regarding copyright ownership. The
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# ASF licenses this file to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance with the
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# License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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# License for the specific language governing permissions and limitations
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# under the License.
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#
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############################################################################
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ifeq ($(CONFIG_AI_ENGINE),y)
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CSRCS += ai_engine.c
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# Include AI engine device driver build support
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DEPPATH += --dep-path aie
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VPATH += :aie
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CFLAGS += -I$(TOPDIR)$(DELIM)drivers$(DELIM)aie
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endif # CONFIG_AI_ENGINE
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320
drivers/aie/ai_engine.c
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320
drivers/aie/ai_engine.c
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@ -0,0 +1,320 @@
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/****************************************************************************
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* drivers/aie/ai_engine.c
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*
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* Licensed to the Apache Software Foundation (ASF) under one or more
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* contributor license agreements. See the NOTICE file distributed with
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* this work for additional information regarding copyright ownership. The
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* ASF licenses this file to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance with the
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* License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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****************************************************************************/
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/****************************************************************************
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* Included Files
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****************************************************************************/
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#include <nuttx/config.h>
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#include <debug.h>
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#include <nuttx/aie/ai_engine.h>
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#include <nuttx/fs/fs.h>
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#include <nuttx/kmalloc.h>
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#include <nuttx/mutex.h>
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/****************************************************************************
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* Private Type Definitions
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****************************************************************************/
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enum aie_state_e
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{
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AIE_STATE_NOP = 0,
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AIE_STATE_INITED,
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AIE_STATE_FEEDED,
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AIE_STATE_INFERENCED,
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};
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/* This structure describes the state of the upper half driver */
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struct aie_upperhalf_s
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{
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FAR struct aie_lowerhalf_s *lower; /* The handle of lower half driver */
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volatile enum aie_state_e state; /* The device state */
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mutex_t lock; /* Mutual exclusion */
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uint8_t crefs; /* The number of times the engine
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* has been opend. */
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};
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/****************************************************************************
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* Private Function Prototypes
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****************************************************************************/
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static int aie_open(FAR struct file *filep);
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static int aie_close(FAR struct file *filep);
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static int aie_ioctl(FAR struct file *filep, int cmd,
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unsigned long arg);
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/****************************************************************************
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* Private Data
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****************************************************************************/
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static const struct file_operations g_aie_ops =
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{
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aie_open, /* open */
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aie_close, /* close */
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NULL, /* read */
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NULL, /* write */
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NULL, /* seek */
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aie_ioctl, /* ioctl */
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};
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/****************************************************************************
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* Private Functions
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****************************************************************************/
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/****************************************************************************
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* Name: aie_open
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*
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* Description:
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* A open method to increase the crefs.
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*
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****************************************************************************/
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static int aie_open(FAR struct file *filep)
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{
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FAR struct inode *inode = filep->f_inode;
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FAR struct aie_upperhalf_s *upper = inode->i_private;
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int ret;
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DEBUGASSERT(upper != NULL);
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ret = nxmutex_lock(&upper->lock);
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if (ret < 0)
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{
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return ret;
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}
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if (upper->crefs == 0)
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{
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upper->crefs++;
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ret = OK;
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}
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else
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{
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ret = -EBUSY;
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}
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nxmutex_unlock(&upper->lock);
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return ret;
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}
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/****************************************************************************
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* Name: aie_close
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*
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* Description:
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* A close method to decrease the crefs.
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*
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****************************************************************************/
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static int aie_close(FAR struct file *filep)
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{
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FAR struct inode *inode = filep->f_inode;
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FAR struct aie_upperhalf_s *upper = inode->i_private;
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FAR struct aie_lowerhalf_s *lower = NULL;
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int ret;
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DEBUGASSERT(upper != NULL);
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lower = upper->lower;
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DEBUGASSERT(lower != NULL);
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ret = nxmutex_lock(&upper->lock);
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if (ret < 0)
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{
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return ret;
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}
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if (upper->crefs == 1)
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{
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ret = lower->ops->deinit(lower, filep);
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if (ret == OK)
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{
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upper->state = AIE_STATE_NOP;
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upper->crefs--;
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}
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}
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else
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{
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ret = OK;
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}
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nxmutex_unlock(&upper->lock);
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return ret;
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}
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/****************************************************************************
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* Name: aie_ioctl
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*
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* Description:
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* The standard ioctl method.
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* This is where ALL of the aie work is done.
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*
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****************************************************************************/
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static int aie_ioctl(FAR struct file *filep, int cmd, unsigned long arg)
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{
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FAR struct inode *inode = filep->f_inode;
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FAR struct aie_upperhalf_s *upper = inode->i_private;
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FAR struct aie_lowerhalf_s *lower = NULL;
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int ret;
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DEBUGASSERT(upper != NULL);
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lower = upper->lower;
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DEBUGASSERT(lower != NULL);
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_info("cmd: %d arg: %lu\n", cmd, arg);
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ret = nxmutex_lock(&upper->lock);
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if (ret < 0)
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{
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return ret;
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}
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switch (cmd)
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{
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case AIE_CMD_INIT:
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ret = lower->ops->init(lower, filep, arg);
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if (ret != OK)
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{
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break;
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}
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if (lower->workspace_len)
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{
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lower->workspace = kmm_malloc(lower->workspace_len);
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if (!lower->workspace)
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{
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ret = -ENOMEM;
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break;
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}
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}
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upper->state = AIE_STATE_INITED;
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break;
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case AIE_CMD_FEED_INPUT:
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if (upper->state == AIE_STATE_INITED ||
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upper->state == AIE_STATE_INFERENCED)
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{
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lower->input = (uintptr_t)arg;
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ret = lower->ops->feed_input(lower, filep);
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if (ret == OK)
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{
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upper->state = AIE_STATE_FEEDED;
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}
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}
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else
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{
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ret = -EPERM;
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}
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break;
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case AIE_CMD_GET_OUTPUT:
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if (upper->state == AIE_STATE_FEEDED)
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{
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lower->output = (uintptr_t)arg;
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ret = lower->ops->get_output(lower, filep);
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if (ret == OK)
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{
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upper->state = AIE_STATE_INFERENCED;
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}
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}
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else
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{
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ret = -EPERM;
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}
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break;
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default:
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/* Lowerhalf driver process other cmd. */
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if (lower->ops->control)
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{
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ret = lower->ops->control(lower, filep, cmd, arg);
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}
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else
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{
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ret = -ENOSYS;
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}
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break;
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}
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nxmutex_unlock(&upper->lock);
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return ret;
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}
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/****************************************************************************
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* Public Functions
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****************************************************************************/
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/****************************************************************************
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* Name: aie_register
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*
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* Description:
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* Register a aie driver.
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*
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****************************************************************************/
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int aie_register(FAR const char *path,
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FAR struct aie_lowerhalf_s *lower)
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{
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FAR struct aie_upperhalf_s *upper = NULL;
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int ret = -ENOMEM;
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DEBUGASSERT(path);
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/* Allocate the upper-half data structure */
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upper = (FAR struct aie_upperhalf_s *)
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kmm_malloc(sizeof(struct aie_upperhalf_s));
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if (!upper)
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{
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_err("Upper half allocation failed\n");
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goto errout;
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}
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/* Initialize the aie device structure */
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upper->lower = lower;
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upper->state = AIE_STATE_NOP;
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upper->crefs = 0;
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lower->priv = upper;
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nxmutex_init(&upper->lock);
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/* Register the aie device */
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ret = register_driver(path, &g_aie_ops, 0666, upper);
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if (ret < 0)
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{
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_err("register aie driver failed: %d\n", ret);
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nxmutex_destroy(&upper->lock);
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kmm_free(upper);
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}
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errout:
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return ret;
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}
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112
include/nuttx/aie/ai_engine.h
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112
include/nuttx/aie/ai_engine.h
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/****************************************************************************
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* include/nuttx/aie/ai_engine.h
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*
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* Licensed to the Apache Software Foundation (ASF) under one or more
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* contributor license agreements. See the NOTICE file distributed with
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* this work for additional information regarding copyright ownership. The
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* ASF licenses this file to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance with the
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* License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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****************************************************************************/
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#ifndef __INCLUDE_NUTTX_AIE_AI_ENGINE_H
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#define __INCLUDE_NUTTX_AIE_AI_ENGINE_H
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/****************************************************************************
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* Included Files
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****************************************************************************/
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#include <nuttx/config.h>
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#include <nuttx/compiler.h>
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#include <stdint.h>
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#include <stddef.h>
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/****************************************************************************
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* Public Types
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****************************************************************************/
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/* This enumeration type indicates work of aie_ioctl. */
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enum aie_cmd_e
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{
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AIE_CMD_INIT = 0,
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AIE_CMD_FEED_INPUT,
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AIE_CMD_GET_OUTPUT
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};
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/* This structure provides the "lower-half" driver operations available to
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* the "upper-half" driver.
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*/
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struct aie_lowerhalf_s;
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struct aie_ops_s
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{
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/* Common routes */
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CODE int (*init)(FAR struct aie_lowerhalf_s *lower,
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FAR struct file *filep,
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uintptr_t bin_model);
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CODE int (*feed_input)(FAR struct aie_lowerhalf_s *lower,
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FAR struct file *filep);
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CODE int (*get_output)(FAR struct aie_lowerhalf_s *lower,
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FAR struct file *filep);
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CODE int (*deinit)(FAR struct aie_lowerhalf_s *lower,
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FAR struct file *filep);
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/* Custom route */
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CODE int (*control)(FAR struct aie_lowerhalf_s *lower,
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FAR struct file *filep,
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int cmd, unsigned long arg);
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};
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/* This structure provides the publicly visible representation of the
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* "lower-half" driver state structure. "lower half" drivers will have an
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* internal structure definition that will be cast-compatible with this
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* structure definitions.
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*/
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struct aie_lowerhalf_s
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{
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/* The private opaque pointer to be passed to upper-layer */
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FAR void *priv;
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FAR const struct aie_ops_s *ops; /* Lower half operations */
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const void *bin_model; /* The model address */
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const void *input; /* The input buffer */
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void *output; /* The output buffer */
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void *workspace; /* Workspace free to use */
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size_t workspace_len; /* Length of workspace.
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* >0: need the workspace
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* 0: no need */
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};
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/****************************************************************************
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* Public Function Prototypes
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****************************************************************************/
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/****************************************************************************
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* Name: ai_engine_register
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*
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* Description:
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* Register all ai engine related drivers.
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*
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****************************************************************************/
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int aie_register(FAR const char *path,
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FAR struct aie_lowerhalf_s *lower);
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#endif /* __INCLUDE_NUTTX_AIE_AI_ENGINE_H */
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