@Generated(value="com.amazonaws:aws-java-sdk-code-generator") public class OutputConfig extends Object implements Serializable, Cloneable, StructuredPojo
Contains information about the output location for the compiled model and the target device that the model runs on.
TargetDevice
and TargetPlatform
are mutually exclusive, so you need to choose one between
the two to specify your target device or platform. If you cannot find your device you want to use from the
TargetDevice
list, use TargetPlatform
to describe the platform of your edge device and
CompilerOptions
if there are specific settings that are required or recommended to use for particular
TargetPlatform.
Constructor and Description |
---|
OutputConfig() |
Modifier and Type | Method and Description |
---|---|
OutputConfig |
clone() |
boolean |
equals(Object obj) |
String |
getCompilerOptions()
Specifies additional parameters for compiler options in JSON format.
|
String |
getS3OutputLocation()
Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts.
|
String |
getTargetDevice()
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed.
|
TargetPlatform |
getTargetPlatform()
Contains information about a target platform that you want your model to run on, such as OS, architecture, and
accelerators.
|
int |
hashCode() |
void |
marshall(ProtocolMarshaller protocolMarshaller)
Marshalls this structured data using the given
ProtocolMarshaller . |
void |
setCompilerOptions(String compilerOptions)
Specifies additional parameters for compiler options in JSON format.
|
void |
setS3OutputLocation(String s3OutputLocation)
Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts.
|
void |
setTargetDevice(String targetDevice)
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed.
|
void |
setTargetPlatform(TargetPlatform targetPlatform)
Contains information about a target platform that you want your model to run on, such as OS, architecture, and
accelerators.
|
String |
toString()
Returns a string representation of this object.
|
OutputConfig |
withCompilerOptions(String compilerOptions)
Specifies additional parameters for compiler options in JSON format.
|
OutputConfig |
withS3OutputLocation(String s3OutputLocation)
Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts.
|
OutputConfig |
withTargetDevice(String targetDevice)
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed.
|
OutputConfig |
withTargetDevice(TargetDevice targetDevice)
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed.
|
OutputConfig |
withTargetPlatform(TargetPlatform targetPlatform)
Contains information about a target platform that you want your model to run on, such as OS, architecture, and
accelerators.
|
public void setS3OutputLocation(String s3OutputLocation)
Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts. For example,
s3://bucket-name/key-name-prefix
.
s3OutputLocation
- Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts. For example,
s3://bucket-name/key-name-prefix
.public String getS3OutputLocation()
Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts. For example,
s3://bucket-name/key-name-prefix
.
s3://bucket-name/key-name-prefix
.public OutputConfig withS3OutputLocation(String s3OutputLocation)
Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts. For example,
s3://bucket-name/key-name-prefix
.
s3OutputLocation
- Identifies the S3 bucket where you want Amazon SageMaker to store the model artifacts. For example,
s3://bucket-name/key-name-prefix
.public void setTargetDevice(String targetDevice)
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.
targetDevice
- Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.TargetDevice
public String getTargetDevice()
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.
TargetPlatform
.TargetDevice
public OutputConfig withTargetDevice(String targetDevice)
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.
targetDevice
- Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.TargetDevice
public OutputConfig withTargetDevice(TargetDevice targetDevice)
Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.
targetDevice
- Identifies the target device or the machine learning instance that you want to run your model on after the
compilation has completed. Alternatively, you can specify OS, architecture, and accelerator using
TargetPlatform fields. It can be used instead of TargetPlatform
.TargetDevice
public void setTargetPlatform(TargetPlatform targetPlatform)
Contains information about a target platform that you want your model to run on, such as OS, architecture, and
accelerators. It is an alternative of TargetDevice
.
The following examples show how to configure the TargetPlatform
and CompilerOptions
JSON strings for popular target platforms:
Raspberry Pi 3 Model B+
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
"CompilerOptions": {'mattr': ['+neon']}
Jetson TX2
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1', 'cuda-ver': '10.0'}
EC2 m5.2xlarge instance OS
"TargetPlatform": {"Os": "LINUX", "Arch": "X86_64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'mcpu': 'skylake-avx512'}
RK3399
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "MALI"}
ARMv7 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
"CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
ARMv8 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
"CompilerOptions": {'ANDROID_PLATFORM': 29}
targetPlatform
- Contains information about a target platform that you want your model to run on, such as OS, architecture,
and accelerators. It is an alternative of TargetDevice
.
The following examples show how to configure the TargetPlatform
and
CompilerOptions
JSON strings for popular target platforms:
Raspberry Pi 3 Model B+
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
"CompilerOptions": {'mattr': ['+neon']}
Jetson TX2
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1', 'cuda-ver': '10.0'}
EC2 m5.2xlarge instance OS
"TargetPlatform": {"Os": "LINUX", "Arch": "X86_64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'mcpu': 'skylake-avx512'}
RK3399
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "MALI"}
ARMv7 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
"CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
ARMv8 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
"CompilerOptions": {'ANDROID_PLATFORM': 29}
public TargetPlatform getTargetPlatform()
Contains information about a target platform that you want your model to run on, such as OS, architecture, and
accelerators. It is an alternative of TargetDevice
.
The following examples show how to configure the TargetPlatform
and CompilerOptions
JSON strings for popular target platforms:
Raspberry Pi 3 Model B+
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
"CompilerOptions": {'mattr': ['+neon']}
Jetson TX2
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1', 'cuda-ver': '10.0'}
EC2 m5.2xlarge instance OS
"TargetPlatform": {"Os": "LINUX", "Arch": "X86_64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'mcpu': 'skylake-avx512'}
RK3399
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "MALI"}
ARMv7 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
"CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
ARMv8 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
"CompilerOptions": {'ANDROID_PLATFORM': 29}
TargetDevice
.
The following examples show how to configure the TargetPlatform
and
CompilerOptions
JSON strings for popular target platforms:
Raspberry Pi 3 Model B+
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
"CompilerOptions": {'mattr': ['+neon']}
Jetson TX2
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1', 'cuda-ver': '10.0'}
EC2 m5.2xlarge instance OS
"TargetPlatform": {"Os": "LINUX", "Arch": "X86_64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'mcpu': 'skylake-avx512'}
RK3399
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "MALI"}
ARMv7 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
"CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
ARMv8 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
"CompilerOptions": {'ANDROID_PLATFORM': 29}
public OutputConfig withTargetPlatform(TargetPlatform targetPlatform)
Contains information about a target platform that you want your model to run on, such as OS, architecture, and
accelerators. It is an alternative of TargetDevice
.
The following examples show how to configure the TargetPlatform
and CompilerOptions
JSON strings for popular target platforms:
Raspberry Pi 3 Model B+
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
"CompilerOptions": {'mattr': ['+neon']}
Jetson TX2
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1', 'cuda-ver': '10.0'}
EC2 m5.2xlarge instance OS
"TargetPlatform": {"Os": "LINUX", "Arch": "X86_64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'mcpu': 'skylake-avx512'}
RK3399
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "MALI"}
ARMv7 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
"CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
ARMv8 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
"CompilerOptions": {'ANDROID_PLATFORM': 29}
targetPlatform
- Contains information about a target platform that you want your model to run on, such as OS, architecture,
and accelerators. It is an alternative of TargetDevice
.
The following examples show how to configure the TargetPlatform
and
CompilerOptions
JSON strings for popular target platforms:
Raspberry Pi 3 Model B+
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
"CompilerOptions": {'mattr': ['+neon']}
Jetson TX2
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1', 'cuda-ver': '10.0'}
EC2 m5.2xlarge instance OS
"TargetPlatform": {"Os": "LINUX", "Arch": "X86_64", "Accelerator": "NVIDIA"},
"CompilerOptions": {'mcpu': 'skylake-avx512'}
RK3399
"TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator": "MALI"}
ARMv7 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
"CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
ARMv8 phone (CPU)
"TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
"CompilerOptions": {'ANDROID_PLATFORM': 29}
public void setCompilerOptions(String compilerOptions)
Specifies additional parameters for compiler options in JSON format. The compiler options are
TargetPlatform
specific. It is required for NVIDIA accelerators and highly recommended for CPU
compliations. For any other cases, it is optional to specify CompilerOptions.
CPU
: Compilation for CPU supports the following compiler options.
mcpu
: CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}
mattr
: CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
ARM
: Details of ARM CPU compilations.
NEON
: NEON is an implementation of the Advanced SIMD extension used in ARMv7 processors.
For example, add {'mattr': ['+neon']}
to the compiler options if compiling for ARM 32-bit platform
with the NEON support.
NVIDIA
: Compilation for NVIDIA GPU supports the following compiler options.
gpu_code
: Specifies the targeted architecture.
trt-ver
: Specifies the TensorRT versions in x.y.z. format.
cuda-ver
: Specifies the CUDA version in x.y format.
For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1', 'cuda-ver': '10.1'}
ANDROID
: Compilation for the Android OS supports the following compiler options:
ANDROID_PLATFORM
: Specifies the Android API levels. Available levels range from 21 to 29. For
example, {'ANDROID_PLATFORM': 28}
.
mattr
: Add {'mattr': ['+neon']}
to compiler options if compiling for ARM 32-bit
platform with NEON support.
compilerOptions
- Specifies additional parameters for compiler options in JSON format. The compiler options are
TargetPlatform
specific. It is required for NVIDIA accelerators and highly recommended for
CPU compliations. For any other cases, it is optional to specify CompilerOptions.
CPU
: Compilation for CPU supports the following compiler options.
mcpu
: CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}
mattr
: CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
ARM
: Details of ARM CPU compilations.
NEON
: NEON is an implementation of the Advanced SIMD extension used in ARMv7 processors.
For example, add {'mattr': ['+neon']}
to the compiler options if compiling for ARM 32-bit
platform with the NEON support.
NVIDIA
: Compilation for NVIDIA GPU supports the following compiler options.
gpu_code
: Specifies the targeted architecture.
trt-ver
: Specifies the TensorRT versions in x.y.z. format.
cuda-ver
: Specifies the CUDA version in x.y format.
For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1', 'cuda-ver': '10.1'}
ANDROID
: Compilation for the Android OS supports the following compiler options:
ANDROID_PLATFORM
: Specifies the Android API levels. Available levels range from 21 to 29. For
example, {'ANDROID_PLATFORM': 28}
.
mattr
: Add {'mattr': ['+neon']}
to compiler options if compiling for ARM 32-bit
platform with NEON support.
public String getCompilerOptions()
Specifies additional parameters for compiler options in JSON format. The compiler options are
TargetPlatform
specific. It is required for NVIDIA accelerators and highly recommended for CPU
compliations. For any other cases, it is optional to specify CompilerOptions.
CPU
: Compilation for CPU supports the following compiler options.
mcpu
: CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}
mattr
: CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
ARM
: Details of ARM CPU compilations.
NEON
: NEON is an implementation of the Advanced SIMD extension used in ARMv7 processors.
For example, add {'mattr': ['+neon']}
to the compiler options if compiling for ARM 32-bit platform
with the NEON support.
NVIDIA
: Compilation for NVIDIA GPU supports the following compiler options.
gpu_code
: Specifies the targeted architecture.
trt-ver
: Specifies the TensorRT versions in x.y.z. format.
cuda-ver
: Specifies the CUDA version in x.y format.
For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1', 'cuda-ver': '10.1'}
ANDROID
: Compilation for the Android OS supports the following compiler options:
ANDROID_PLATFORM
: Specifies the Android API levels. Available levels range from 21 to 29. For
example, {'ANDROID_PLATFORM': 28}
.
mattr
: Add {'mattr': ['+neon']}
to compiler options if compiling for ARM 32-bit
platform with NEON support.
TargetPlatform
specific. It is required for NVIDIA accelerators and highly recommended for
CPU compliations. For any other cases, it is optional to specify CompilerOptions.
CPU
: Compilation for CPU supports the following compiler options.
mcpu
: CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}
mattr
: CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
ARM
: Details of ARM CPU compilations.
NEON
: NEON is an implementation of the Advanced SIMD extension used in ARMv7 processors.
For example, add {'mattr': ['+neon']}
to the compiler options if compiling for ARM 32-bit
platform with the NEON support.
NVIDIA
: Compilation for NVIDIA GPU supports the following compiler options.
gpu_code
: Specifies the targeted architecture.
trt-ver
: Specifies the TensorRT versions in x.y.z. format.
cuda-ver
: Specifies the CUDA version in x.y format.
For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1', 'cuda-ver': '10.1'}
ANDROID
: Compilation for the Android OS supports the following compiler options:
ANDROID_PLATFORM
: Specifies the Android API levels. Available levels range from 21 to 29.
For example, {'ANDROID_PLATFORM': 28}
.
mattr
: Add {'mattr': ['+neon']}
to compiler options if compiling for ARM 32-bit
platform with NEON support.
public OutputConfig withCompilerOptions(String compilerOptions)
Specifies additional parameters for compiler options in JSON format. The compiler options are
TargetPlatform
specific. It is required for NVIDIA accelerators and highly recommended for CPU
compliations. For any other cases, it is optional to specify CompilerOptions.
CPU
: Compilation for CPU supports the following compiler options.
mcpu
: CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}
mattr
: CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
ARM
: Details of ARM CPU compilations.
NEON
: NEON is an implementation of the Advanced SIMD extension used in ARMv7 processors.
For example, add {'mattr': ['+neon']}
to the compiler options if compiling for ARM 32-bit platform
with the NEON support.
NVIDIA
: Compilation for NVIDIA GPU supports the following compiler options.
gpu_code
: Specifies the targeted architecture.
trt-ver
: Specifies the TensorRT versions in x.y.z. format.
cuda-ver
: Specifies the CUDA version in x.y format.
For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1', 'cuda-ver': '10.1'}
ANDROID
: Compilation for the Android OS supports the following compiler options:
ANDROID_PLATFORM
: Specifies the Android API levels. Available levels range from 21 to 29. For
example, {'ANDROID_PLATFORM': 28}
.
mattr
: Add {'mattr': ['+neon']}
to compiler options if compiling for ARM 32-bit
platform with NEON support.
compilerOptions
- Specifies additional parameters for compiler options in JSON format. The compiler options are
TargetPlatform
specific. It is required for NVIDIA accelerators and highly recommended for
CPU compliations. For any other cases, it is optional to specify CompilerOptions.
CPU
: Compilation for CPU supports the following compiler options.
mcpu
: CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'}
mattr
: CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
ARM
: Details of ARM CPU compilations.
NEON
: NEON is an implementation of the Advanced SIMD extension used in ARMv7 processors.
For example, add {'mattr': ['+neon']}
to the compiler options if compiling for ARM 32-bit
platform with the NEON support.
NVIDIA
: Compilation for NVIDIA GPU supports the following compiler options.
gpu_code
: Specifies the targeted architecture.
trt-ver
: Specifies the TensorRT versions in x.y.z. format.
cuda-ver
: Specifies the CUDA version in x.y format.
For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1', 'cuda-ver': '10.1'}
ANDROID
: Compilation for the Android OS supports the following compiler options:
ANDROID_PLATFORM
: Specifies the Android API levels. Available levels range from 21 to 29. For
example, {'ANDROID_PLATFORM': 28}
.
mattr
: Add {'mattr': ['+neon']}
to compiler options if compiling for ARM 32-bit
platform with NEON support.
public String toString()
toString
in class Object
Object.toString()
public OutputConfig clone()
public void marshall(ProtocolMarshaller protocolMarshaller)
StructuredPojo
ProtocolMarshaller
.marshall
in interface StructuredPojo
protocolMarshaller
- Implementation of ProtocolMarshaller
used to marshall this object's data.