24.02.1
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Basic function to simulate a quantization layer. More...
#include <CLQuantizationLayer.h>
Public Member Functions | |
CLQuantizationLayer () | |
Default Constructor. More... | |
~CLQuantizationLayer () | |
Default Destructor. More... | |
CLQuantizationLayer (const CLQuantizationLayer &)=delete | |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
CLQuantizationLayer (CLQuantizationLayer &&)=default | |
Default move constructor. More... | |
CLQuantizationLayer & | operator= (const CLQuantizationLayer &)=delete |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
CLQuantizationLayer & | operator= (CLQuantizationLayer &&)=default |
Default move assignment operator. More... | |
void | configure (const ICLTensor *input, ICLTensor *output) |
Set the input and output tensors. More... | |
void | configure (const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output) |
Set the input and output tensors. More... | |
void | run () override |
Run the kernels contained in the function. More... | |
Public Member Functions inherited from IFunction | |
virtual | ~IFunction ()=default |
Destructor. More... | |
virtual void | prepare () |
Prepare the function for executing. More... | |
Static Public Member Functions | |
static Status | validate (const ITensorInfo *input, const ITensorInfo *output) |
Static function to check if given info will lead to a valid configuration of CLQuantizationLayer. More... | |
Basic function to simulate a quantization layer.
This function calls the following CL kernels:
Definition at line 45 of file CLQuantizationLayer.h.
Default Constructor.
Definition at line 41 of file CLQuantizationLayer.cpp.
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default |
Default Destructor.
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delete |
Prevent instances of this class from being copied (As this class contains pointers)
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default |
Default move constructor.
void configure | ( | const CLCompileContext & | compile_context, |
const ICLTensor * | input, | ||
ICLTensor * | output | ||
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Set the input and output tensors.
[in] | compile_context | The compile context to be used. |
[in] | input | Source tensor. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/32. |
[out] | output | Destination tensor with the same dimensions of input. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. |
Definition at line 51 of file CLQuantizationLayer.cpp.
References ITensor::info(), and arm_compute::test::validation::input.
Set the input and output tensors.
Valid data layouts:
Valid data type configurations:
src | dst |
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QASYMM8 | QASYMM8, QASYMM8_SIGNED, QASYMM16 |
QASYMM8_SIGNED | QASYMM8, QASYMM8_SIGNED, QASYMM16 |
F16 | QASYMM8, QASYMM8_SIGNED, QASYMM16 |
F32 | QASYMM8, QASYMM8_SIGNED, QASYMM16 |
[in] | input | Source tensor. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/32. |
[out] | output | Destination tensor with the same dimensions of input. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. |
Definition at line 46 of file CLQuantizationLayer.cpp.
References CLKernelLibrary::get(), and arm_compute::test::validation::input.
Referenced by CLReduceMean::configure(), and CLLSTMLayerQuantized::configure().
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default |
Default move assignment operator.
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delete |
Prevent instances of this class from being copied (As this class contains pointers)
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overridevirtual |
Run the kernels contained in the function.
For CPU kernels:
For OpenCL kernels:
Implements IFunction.
Definition at line 65 of file CLQuantizationLayer.cpp.
References arm_compute::ACL_DST, arm_compute::ACL_SRC, ITensorPack::add_tensor(), and arm_compute::test::validation::pack.
Referenced by CLReduceMean::run(), and CLLSTMLayerQuantized::run().
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static |
Static function to check if given info will lead to a valid configuration of CLQuantizationLayer.
[in] | input | Input tensor info. The dimensions over the third will be interpreted as batches. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/32. |
[in] | output | Output tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/QASYMM16. |
Definition at line 60 of file CLQuantizationLayer.cpp.
References arm_compute::test::validation::input, and ClQuantize::validate().
Referenced by CLGenerateProposalsLayer::validate(), and CLLSTMLayerQuantized::validate().