PriorBoxOp.swift

/* Copyright (c) 2018 PaddlePaddle Authors. 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

class PriorBoxParam<P: PrecisionProtocol>: OpParam {
    //typealias ParamPrecisionType = P
    required init(opDesc: PMOpDesc, inScope: Scope) throws {
        do {
            min_max_aspect_ratios_order = try PriorBoxParam.getAttr(key: "min_max_aspect_ratios_order", attrs: opDesc.attrs)
        } catch _ {
        }
        
        input = try PriorBoxParam.input(inputs: opDesc.inputs, from: inScope)
        output = try PriorBoxParam.outputBoxes(outputs: opDesc.outputs, from: inScope)
        inputImage = try PriorBoxParam.inputImage(inputs: opDesc.inputs, from: inScope)
        outputVariances = try PriorBoxParam.outputVariances(outputs: opDesc.outputs, from: inScope)
        minSizes = try PriorBoxParam.getAttr(key: "min_sizes", attrs: opDesc.attrs)
        maxSizes = try PriorBoxParam.getAttr(key: "max_sizes", attrs: opDesc.attrs)
        aspectRatios = try PriorBoxParam.getAttr(key: "aspect_ratios", attrs: opDesc.attrs)
        variances = try PriorBoxParam.getAttr(key: "variances", attrs: opDesc.attrs)
        flip = try PriorBoxParam.getAttr(key: "flip", attrs: opDesc.attrs)
        clip = try PriorBoxParam.getAttr(key: "clip", attrs: opDesc.attrs)
        stepW = try PriorBoxParam.getAttr(key: "step_w", attrs: opDesc.attrs)
        stepH = try PriorBoxParam.getAttr(key: "step_h", attrs: opDesc.attrs)
        offset = try PriorBoxParam.getAttr(key: "offset", attrs: opDesc.attrs)
    }
    
    var min_max_aspect_ratios_order: Bool = false
    let minSizes: [Float32]
    let maxSizes: [Float32]
    let aspectRatios: [Float32]
    var newAspectRatios: MTLBuffer?
    let variances: [Float32]
    let flip: Bool
    let clip: Bool
    var stepW: Float32
    var stepH: Float32
    let offset: Float32
    
    let input: Texture
    let inputImage: Texture
    var output: Texture
    let outputVariances: Texture
}

class PriorBoxOp<P: PrecisionProtocol>: Operator<PriorBoxKernel<P>, PriorBoxParam<P>>, Runable, Creator, InferShaperable{
    
    typealias OpType = PriorBoxOp<P>
    
    func inferShape() {
    }
    
    func runImpl(device: MTLDevice, buffer: MTLCommandBuffer) throws {
        try kernel.compute(commandBuffer: buffer, param: para)
    }
    
    func delogOutput() {
        print(" \(type) output: ")
        para.output.delog()
    }
}