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ops.yml
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ops.yml
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-
# This appears in function name, like ModelBuilder::AddConv
shaper: Conv
nnapi: CONV_2D
input:
-
name: weight
nnapi_type: tensor
is_onnx_attr: false
cpp_type: str
needed_by_shaper: true
-
predefined: optional_bias
-
name: padding_left
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_right
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_top
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_bottom
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_x
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_y
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
predefined: fuse_code
- name: nchw
nnapi_type: scalar
cpp_type: bool
needed_by_shaper: true
api: 29
default: "false"
- name: dilation_x
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
api: 29
default: "1"
- name: dilation_y
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
api: 29
default: "1"
support_quant_asymm: true
builder_simple: false
api: 27
-
input:
-
name: padding_left
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_right
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_top
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_bottom
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_x
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_y
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: kernel_width
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: kernel_height
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
predefined: fuse_code
nnapi: AVERAGE_POOL_2D
shaper: Pool
# builder_simple: false
support_quant_asymm: true
api: 27
-
input:
-
name: padding_left
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_right
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_top
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_bottom
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_x
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_y
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: kernel_width
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: kernel_height
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
predefined: fuse_code
nnapi: MAX_POOL_2D
shaper: Pool
# builder_simple: false
support_quant_asymm: true
api: 27
-
nnapi: RELU
shaper: Identity
api: 27
-
nnapi: SOFTMAX
input:
-
name: beta
nnapi_type: scalar
cpp_type: float
shaper: Identity
api: 27
-
input:
-
name: weight
nnapi_type: tensor
is_onnx_attr: false
cpp_type: str
needed_by_shaper: true
convert_func: OnnxToNnapiIdentity
-
predefined: optional_bias
-
predefined: fuse_code
nnapi: FULLY_CONNECTED
shaper: FC
support_quant_asymm: true
api: 27
-
nnapi: ADD
base_input_num: 2
input:
-
predefined: fuse_code
shaper: Eltwise
support_quant_asymm: true
api: 27
-
shaper: Concat
base_input_num: n
input:
-
name: axis
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
nnapi: CONCATENATION
api: 27
-
shaper: DepthwiseConv
nnapi: DEPTHWISE_CONV_2D
input:
-
name: weight
nnapi_type: tensor
is_onnx_attr: false
convert_func: OnnxToNnapiAxes1230
cpp_type: str
needed_by_shaper: true
-
predefined: optional_bias
-
name: padding_left
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_right
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_top
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: padding_bottom
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_x
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: stride_y
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: depth_multiplier
nnapi_type: scalar
cpp_type: int32_t
-
predefined: fuse_code
support_quant_asymm: true
# converter_simple: false
api: 27
-
input:
-
name: block_sizes
nnapi_type: tensor
cpp_type: int32_list
needed_by_shaper: true
shaper: BatchToSpace
nnapi: BATCH_TO_SPACE_ND
api: 28
-
input:
-
name: block_sizes
nnapi_type: tensor
cpp_type: int32_list
needed_by_shaper: true
-
name: pads
nnapi_type: tensor
cpp_type: int32_list
needed_by_shaper: true
shaper: SpaceToBatch
nnapi: SPACE_TO_BATCH_ND
api: 28
-
shaper: StridedSlice
input:
-
name: starts
nnapi_type: tensor
cpp_type: int32_list
needed_by_shaper: true
-
name: ends
nnapi_type: tensor
cpp_type: int32_list
needed_by_shaper: true
-
name: strides
nnapi_type: tensor
cpp_type: int32_list
needed_by_shaper: true
-
name: begin_mask
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: end_mask
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
-
name: shrink_axis_mask
nnapi_type: scalar
cpp_type: int32_t
needed_by_shaper: true
nnapi: STRIDED_SLICE
api: 28
-
nnapi: MUL
base_input_num: 2
input:
-
predefined: fuse_code
shaper: Eltwise
support_quant_asymm: true
api: 27
#-
# name: Add
# input:
# -
# name: scalar
# nnapi_type: tensor
# cpp_type: float
# fused: true
# shaper: Eltwise
# api: 27
#-
# name: Mul
# input:
# -
# name: scalar
# nnapi_type: tensor
# cpp_type: float
# fused: true
# shaper: Eltwise
# api: 27
-
nnapi: DEQUANTIZE
shaper: Identity
output_tensor_type: FLOAT32
api: 27
-
input:
-
name: radius
nnapi_type: scalar
cpp_type: int32_t
-
name: bias
nnapi_type: scalar
cpp_type: float
-
name: alpha
nnapi_type: scalar
cpp_type: float
-
name: beta
nnapi_type: scalar
cpp_type: float
nnapi: LOCAL_RESPONSE_NORMALIZATION
shaper: Identity
# pos: 16
api: 27
-
nnapi: TANH
shaper: Identity
api: 27
-
nnapi: FLOOR
shaper: Identity
api: 27
-
nnapi: LOGISTIC
shaper: Identity
api: 27
-
nnapi: PRELU
input:
-
name: alpha
nnapi_type: tensor
cpp_type: str
shaper: Identity
api: 29
builder_simple: false
-
nnapi: POW
input:
-
name: exp
nnapi_type: tensor
cpp_type: str
shaper: Identity
api: 29
-
nnapi: NEG
shaper: Identity
api: 29
-
nnapi: MINIMUM
base_input_num: 2
shaper: Eltwise
api: 29
-
nnapi: MAXIMUM
base_input_num: 2
shaper: Eltwise
api: 29
-
nnapi: LOG
shaper: Identity
api: 29
- nnapi: ABS
shaper: Identity
api: 29
- nnapi: EXP
shaper: Identity
api: 29
- nnapi: SUB
base_input_num: 2
input:
- predefined: fuse_code
builder_simple: false
shaper: Eltwise
api: 28