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Diffstat (limited to 'tensorflow/contrib/lite/experimental/objc/apis/TFLTensor.h')
-rw-r--r-- | tensorflow/contrib/lite/experimental/objc/apis/TFLTensor.h | 77 |
1 files changed, 77 insertions, 0 deletions
diff --git a/tensorflow/contrib/lite/experimental/objc/apis/TFLTensor.h b/tensorflow/contrib/lite/experimental/objc/apis/TFLTensor.h new file mode 100644 index 0000000000..d08b8fc0e9 --- /dev/null +++ b/tensorflow/contrib/lite/experimental/objc/apis/TFLTensor.h @@ -0,0 +1,77 @@ +// Copyright 2018 Google Inc. All rights reserved. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at: +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#import <Foundation/Foundation.h> + +@class TFLQuantizationParameters; + +NS_ASSUME_NONNULL_BEGIN + +/** + * @enum TFLTensorDataType + * This enum specifies supported TensorFlow Lite tensor data types. + */ +typedef NS_ENUM(NSUInteger, TFLTensorDataType) { + /** Tensor data type not available. This indicates an error with the model. */ + TFLTensorDataTypeNoType, + + /** 32-bit single precision floating point. */ + TFLTensorDataTypeFloat32, + + /** 32-bit signed integer. */ + TFLTensorDataTypeInt32, + + /** 8-bit unsigned integer. */ + TFLTensorDataTypeUInt8, + + /** 64-bit signed integer. */ + TFLTensorDataTypeInt64, + + /** Boolean. */ + TFLTensorDataTypeBool, + + /** 16-bit signed integer. */ + TFLTensorDataTypeInt16, +}; + +/** + * An input or output tensor in a TensorFlow Lite model. + */ +@interface TFLTensor : NSObject + +/** Name of the tensor. */ +@property(nonatomic, readonly, copy) NSString *name; + +/** Data type of the tensor. */ +@property(nonatomic, readonly) TFLTensorDataType dataType; + +/** + * Shape of the tensor, an array of positive unsigned integer(s) containing the size of each + * dimension. For example: the shape of [[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]] is + * [2, 2, 3]. + */ +@property(nonatomic, readonly, copy) NSArray<NSNumber *> *shape; + +/** Number of bytes for the tensor data. */ +@property(nonatomic, readonly) NSUInteger byteSize; + +/** Parameters for asymmetric quantization. `nil` if the tensor does not use quantization. */ +@property(nonatomic, readonly, nullable) TFLQuantizationParameters *quantizationParameters; + +/** Unavailable. */ +- (instancetype)init NS_UNAVAILABLE; + +@end + +NS_ASSUME_NONNULL_END |