kp enum

class kp.ApiReturnCode(value)

Return code of PLUS APIs.

Attributes
- KP_SUCCESS : int, default=0
- KP_ERROR_USB_IO_N1 : int, default=-1
- KP_ERROR_USB_INVALID_PARAM_N2 : int, default=-2
- KP_ERROR_USB_ACCESS_N3 : int, default=-3
- KP_ERROR_USB_NO_DEVICE_N4 : int, default=-4
- KP_ERROR_USB_NOT_FOUND_N5 : int, default=-5
- KP_ERROR_USB_BUSY_N6 : int, default=-6
- KP_ERROR_USB_TIMEOUT_N7 : int, default=-7
- KP_ERROR_USB_OVERFLOW_N8 : int, default=-8
- KP_ERROR_USB_PIPE_N9 : int, default=-9
- KP_ERROR_USB_INTERRUPTED_N10 : int, default=-10
- KP_ERROR_USB_NO_MEM_N11 : int, default=-11
- KP_ERROR_USB_NOT_SUPPORTED_N12 : int, default=-12
- KP_ERROR_USB_OTHER_N99 : int, default=-99
- KP_ERROR_WDI_BEGIN : int, default=-200
- KP_ERROR_WDI_IO_N1 : int, default=-201
- KP_ERROR_WDI_INVALID_PARAM_N2 : int, default=-202
- KP_ERROR_WDI_ACCESS_N3 : int, default=-203
- KP_ERROR_WDI_NO_DEVICE_N4 : int, default=-204
- KP_ERROR_WDI_NOT_FOUND_N5 : int, default=-205
- KP_ERROR_WDI_BUSY_N6 : int, default=-206
- KP_ERROR_WDI_TIMEOUT_N7 : int, default=-207
- KP_ERROR_WDI_OVERFLOW_N8 : int, default=-208
- KP_ERROR_WDI_PENDING_INSTALLATION_N9 : int, default=-209
- KP_ERROR_WDI_INTERRUPTED_N10 : int, default=-210
- KP_ERROR_WDI_RESOURCE_N11 : int, default=-211
- KP_ERROR_WDI_NOT_SUPPORTED_N12 : int, default=-212
- KP_ERROR_WDI_EXISTS_N13 : int, default=-213
- KP_ERROR_WDI_USER_CANCEL_N14 : int, default=-214
- KP_ERROR_WDI_NEEDS_ADMIN_N15 : int, default=-215
- KP_ERROR_WDI_WOW64_N16 : int, default=-216
- KP_ERROR_WDI_INF_SYNTAX_N17 : int, default=-217
- KP_ERROR_WDI_CAT_MISSING_N18 : int, default=-218
- KP_ERROR_WDI_UNSIGNED_N19 : int, default=-219
- KP_ERROR_WDI_OTHER_N99 : int, default=-299
- KP_ERROR_DEVICE_NOT_EXIST_10 : int, default=10
- KP_ERROR_DEVICE_INCORRECT_RESPONSE_11 : int, default=11
- KP_ERROR_INVALID_PARAM_12 : int, default=12
- KP_ERROR_SEND_DESC_FAIL_13 : int, default=13
- KP_ERROR_SEND_DATA_FAIL_14 : int, default=14
- KP_ERROR_SEND_DATA_TOO_LARGE_15 : int, default=15
- KP_ERROR_RECV_DESC_FAIL_16 : int, default=16
- KP_ERROR_RECV_DATA_FAIL_17 : int, default=17
- KP_ERROR_RECV_DATA_TOO_LARGE_18 : int, default=18
- KP_ERROR_FW_UPDATE_FAILED_19 : int, default=19
- KP_ERROR_FILE_OPEN_FAILED_20 : int, default=20
- KP_ERROR_INVALID_MODEL_21 : int, default=21
- KP_ERROR_IMAGE_RESOLUTION_TOO_SMALL_22 : int, default=22
- KP_ERROR_IMAGE_ODD_WIDTH_23 : int, default=23
- KP_ERROR_INVALID_FIRMWARE_24 : int, default=24
- KP_ERROR_RESET_FAILED_25 : int, default=25
- KP_ERROR_DEVICES_NUMBER_26 : int, default=26
- KP_ERROR_CONFIGURE_DEVICE_27 : int, default=27
- KP_ERROR_CONNECT_FAILED_28 : int, default=28
- KP_ERROR_DEVICE_GROUP_MIX_PRODUCT_29 : int, default=29
- KP_ERROR_RECEIVE_INCORRECT_HEADER_STAMP_30 : int, default=30
- KP_ERROR_RECEIVE_SIZE_MISMATCH_31 : int, default=31
- KP_ERROR_RECEIVE_JOB_ID_MISMATCH_32 : int, default=32
- KP_ERROR_INVALID_CUSTOMIZED_JOB_ID_33 : int, default=33
- KP_ERROR_FW_LOAD_FAILED_34 : int, default=34
- KP_ERROR_MODEL_NOT_LOADED_35 : int, default=35
- KP_ERROR_INVALID_CHECKPOINT_DATA_36 : int, default=36
- KP_DBG_CHECKPOINT_END_37 : int, default=37
- KP_ERROR_INVALID_HOST_38 : int, default=38
- KP_ERROR_MEMORY_FREE_FAILURE_39 : int, default=39
- KP_ERROR_USB_BOOT_LOAD_SECOND_MODEL_40 : int, default=40
- KP_ERROR_CHECK_FW_VERSION_FAILED_41 : int, default=41
- KP_ERROR_OTHER_99 : int, default=99
- KP_FW_ERROR_UNKNOWN_APP : int, default=100
- KP_FW_INFERENCE_ERROR_101 : int, default=101
- KP_FW_DDR_MALLOC_FAILED_102 : int, default=102
- KP_FW_INFERENCE_TIMEOUT_103 : int, default=103
- KP_FW_LOAD_MODEL_FAILED_104 : int, default=104
- KP_FW_CONFIG_POST_PROC_ERROR_MALLOC_FAILED_105 : int, default=105
- KP_FW_CONFIG_POST_PROC_ERROR_NO_SPACE_106 : int, default=106
- KP_FW_IMAGE_SIZE_NOT_MATCH_MODEL_INPUT_107 : int, default=107
- KP_FW_NOT_SUPPORT_PREPROCESSING_108 : int, default=108
- KP_FW_GET_MODEL_INFO_FAILED_109 : int, default=109
- KP_FW_WRONG_INPUT_BUFFER_COUNT_110 : int, default=110
- KP_FW_INVALID_PRE_PROC_MODEL_INPUT_SIZE_111 : int, default=111
- KP_FW_INVALID_INPUT_CROP_PARAM_112 : int, default=112
- KP_FW_NCPU_ERR_BEGIN : int, default=200
- KP_FW_NCPU_INVALID_IMAGE_201 : int, default=201
- KP_FW_EFUSE_CAN_NOT_BURN_300 : int, default=300
- KP_FW_EFUSE_PROTECTED_301 : int, default=301
- KP_FW_EFUSE_OTHER_302 : int, default=302

class kp.ChannelOrdering(value)

enum for feature map channels ordering.

Attributes

KP_CHANNEL_ORDERING_HCW : int, default=0

KL520 default, height/channel/width in order.

KP_CHANNEL_ORDERING_CHW : int, default=1

KL720 default, channel/height/width in order.

class kp.FixedPointDType(value)

enum for fixed-point data type.

Attributes
- KP_FIXED_POINT_DTYPE_UNKNOWN : int, default=0
```
Unknown data type.
```
- KP_FIXED_POINT_DTYPE_INT8 : int, default=1
```
Represent one fixed-point value by 8-bit data type.
```
- KP_FIXED_POINT_DTYPE_INT16 : int, default=2
```
Represent one fixed-point value by 16-bit data type.
```

class kp.ImageFormat(value)

enum for image format supported for inference.

Attributes
- KP_IMAGE_FORMAT_UNKNOWN : int, default=0x0
```
Unknown format.
```
- KP_IMAGE_FORMAT_RGB565 : int, default=0x60
```
RGB565 16bits.
```
- KP_IMAGE_FORMAT_RGBA8888 : int, default=0x0D
```
RGBA8888 32bits.
```
- KP_IMAGE_FORMAT_YUYV : int, default=0x2F
```
YUYV 16bits.
```
- KP_IMAGE_FORMAT_YCBCR422_CRY1CBY0 : int, default=0x30
```
YCbCr422 16bit (order: CrY1CbY0).
```
- KP_IMAGE_FORMAT_YCBCR422_CBY1CRY0 : int, default=0x31
```
YCbCr422 16bit (order: CbY1CrY0).
```
- KP_IMAGE_FORMAT_YCBCR422_Y1CRY0CB : int, default=0x32
```
YCbCr422 16bit (order: Y1CrY0Cb).
```
- KP_IMAGE_FORMAT_YCBCR422_Y1CBY0CR : int, default=0x33
```
YCbCr422 16bit (order: Y1CbY0Cr).
```
- KP_IMAGE_FORMAT_YCBCR422_CRY0CBY1 : int, default=0x34
```
YCbCr422 16bit (order: CrY0CbY1).
```
- KP_IMAGE_FORMAT_YCBCR422_CBY0CRY1 : int, default=0x35
```
YCbCr422 16bit (order: CbY0CrY1).
```
- KP_IMAGE_FORMAT_YCBCR422_Y0CRY1CB : int, default=0x36
```
YCbCr422 16bit (order: Y0CrY1Cb).
```
- KP_IMAGE_FORMAT_YCBCR422_Y0CBY1CR : int, default=0x37
```
YCbCr422 16bit (order: Y0CbY1Cr).
```
- KP_IMAGE_FORMAT_RAW8 : int, default=0x20
```
RAW 8bits (Grayscale).
```

class kp.ModelTargetChip(value)

enum for model target chip.

Attributes
- KP_MODEL_TARGET_CHIP_UNKNOWN : int, default=0
```
Model for unknown chip.
```
- KP_MODEL_TARGET_CHIP_KL520 : int, default=1
```
Model for KL520.
```
- KP_MODEL_TARGET_CHIP_KL720 : int, default=2
```
Model for KL720.
```
- KP_MODEL_TARGET_CHIP_KL530 : int, default=3
```
Model for KL530.
```

class kp.ModelTensorDataLayout(value)

enum for npu raw data layout format for tensors.

Attributes

KP_MODEL_TENSOR_DATA_LAYOUT_UNKNOWN : int, default=0
```
Unknown NPU data layout.
```

KP_MODEL_TENSOR_DATA_LAYOUT_4W4C8B : int, default=1

Layout - width: 4  bits, channel: 4  bits, depth: 8  bits.

KP_MODEL_TENSOR_DATA_LAYOUT_1W16C8B : int, default=2

Layout - width: 1  bits, channel: 16 bits, depth: 8  bits.

KP_MODEL_TENSOR_DATA_LAYOUT_16W1C8B : int, default=3

Layout - width: 16 bits, channel: 4  bits, depth: 8  bits.

KP_MODEL_TENSOR_DATA_LAYOUT_8W1C16B : int, default=4

Layout - width: 8  bits, channel: 1  bits, depth: 16 bits.

class kp.NormalizeMode(value)

enum for normalization mode.

Attributes

KP_NORMALIZE_DISABLE : int, default=0xFF
```
Disable normalize.
```

KP_NORMALIZE_KNERON : int, default=0x1

RGB/256 - 0.5, refer to the toolchain manual.

KP_NORMALIZE_TENSOR_FLOW : int, default=0x2

RGB/127.5 - 1.0, refer to the toolchain manual.

KP_NORMALIZE_YOLO : int, default=0x3

RGB/255.0, refer to the toolchain manual.

KP_NORMALIZE_CUSTOMIZED_DEFAULT : int, default=0x4

Customized, default, refer to the toolchain manual.

KP_NORMALIZE_CUSTOMIZED_SUB128 : int, default=0x5

Customized, subtract 128, refer to the toolchain manual.

KP_NORMALIZE_CUSTOMIZED_DIV2 : int, default=0x6

Customized, divide by 2, refer to the toolchain manual.

KP_NORMALIZE_CUSTOMIZED_SUB128_DIV2 : int, default=0x7

Customized, subtract 128 and divide by 2, refer to the toolchain manual.

class kp.PaddingMode(value)

enum for padding mode.

Attributes

KP_PADDING_DISABLE : int, default=0x1
```
Disable padding in pre-process.
```

KP_PADDING_CORNER : int, default=0x2

Enable corner padding (padding right and bottom) in pre-process.

KP_PADDING_SYMMETRIC : int, default=0x3

Enable symmetric padding (padding right, left, top and bottom) in pre-process.

class kp.ProductId(value)

enum for USB PID(Product ID).

Attributes
- KP_DEVICE_KL520 : int, default=0x100
```
Product ID of KL520.
```
- KP_DEVICE_KL720 : int, default=0x720
```
Product ID of KL720.
```
- KP_DEVICE_KL720_LEGACY : int, default=0x200
```
Legacy Product ID of KL720.
```

class kp.ResetMode(value)

enum for reset mode.

Attributes

KP_RESET_REBOOT : int, default=0

Higheset level to reset Kneron device. Kneron device would disconnect after this reset.

KP_RESET_INFERENCE : int, default=1

Soft reset - reset inference FIFO queue.

KP_RESET_SHUTDOWN : int, default=2

Shut down Kneron device. For KL520, only useful if HW circuit supports (ex. 96 bord), dongle is not supported. For KL720, this function is not supported.

class kp.ResizeMode(value)

enum for resize mode.

Attributes
- KP_RESIZE_DISABLE : int, default=0x1
```
Disable resize in pre-process.
```
- KP_RESIZE_ENABLE : int, default=0x2
```
Enable resize in pre-process.
```

class kp.UsbSpeed(value)

enum for USB speed mode.

Attributes
- KP_USB_SPEED_UNKNOWN : int, default=0
```
unknown speed.
```
- KP_USB_SPEED_LOW : int, default=1
```
Low speed.
```
- KP_USB_SPEED_FULL : int, default=2
```
Full speed.
```
- KP_USB_SPEED_HIGH : int, default=3
```
High speed.
```
- KP_USB_SPEED_SUPER : int, default=4
```
Super speed.
```