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SequentialTests.swift
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// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 1)
// Copyright 2020 The TensorFlow 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.
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 16)
import TensorFlow
import XCTest
final class SequentialTests: XCTestCase {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential2() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(2)), output)
XCTAssertEqual(Float(factorial(2)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(2) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2
XCTAssertEqual(Float(factorial(2) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential3() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(3)), output)
XCTAssertEqual(Float(factorial(3)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(3) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(3) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2
XCTAssertEqual(Float(factorial(3) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential4() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(4)), output)
XCTAssertEqual(Float(factorial(4)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(4) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(4) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(4) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(4) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential5() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 5)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(5)), output)
XCTAssertEqual(Float(factorial(5)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(5) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(5) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(5) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(5) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel5 = gModel.layer2.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(5) / 5), gModel5.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential6() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 5)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 6)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(6)), output)
XCTAssertEqual(Float(factorial(6)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(6) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(6) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(6) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(6) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel5 = gModel.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(6) / 5), gModel5.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel6 = gModel.layer2.layer2.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(6) / 6), gModel6.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential7() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 5)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 6)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 7)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(7)), output)
XCTAssertEqual(Float(factorial(7)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(7) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(7) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(7) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(7) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel5 = gModel.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(7) / 5), gModel5.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel6 = gModel.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(7) / 6), gModel6.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel7 = gModel.layer2.layer2.layer2.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(7) / 7), gModel7.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential8() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 5)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 6)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 7)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 8)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(8)), output)
XCTAssertEqual(Float(factorial(8)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(8) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(8) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(8) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(8) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel5 = gModel.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(8) / 5), gModel5.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel6 = gModel.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(8) / 6), gModel6.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel7 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(8) / 7), gModel7.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel8 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(8) / 8), gModel8.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential9() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 5)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 6)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 7)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 8)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 9)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(9)), output)
XCTAssertEqual(Float(factorial(9)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(9) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel5 = gModel.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 5), gModel5.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel6 = gModel.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 6), gModel6.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel7 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 7), gModel7.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel8 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(9) / 8), gModel8.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel9 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(9) / 9), gModel9.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 22)
func testSequential10() {
let input = Float(1)
let model = Sequential {
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 1)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 2)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 3)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 4)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 5)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 6)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 7)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 8)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 9)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 26)
Multiply(coefficient: 10)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 28)
}
let (output, (gInput, gModel)) = valueWithGradient(at: input, model) {
$1($0)
}
XCTAssertEqual(Float(factorial(10)), output)
XCTAssertEqual(Float(factorial(10)), gInput)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel1 = gModel.layer1
XCTAssertEqual(Float(factorial(10) / 1), gModel1.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel2 = gModel.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 2), gModel2.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel3 = gModel.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 3), gModel3.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel4 = gModel.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 4), gModel4.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel5 = gModel.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 5), gModel5.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel6 = gModel.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 6), gModel6.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel7 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 7), gModel7.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel8 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 8), gModel8.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel9 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer1
XCTAssertEqual(Float(factorial(10) / 9), gModel9.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 37)
let gModel10 = gModel.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer2.layer2
XCTAssertEqual(Float(factorial(10) / 10), gModel10.coefficient)
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 40)
}
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 42)
static var allTests = [
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential2", testSequential2),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential3", testSequential3),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential4", testSequential4),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential5", testSequential5),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential6", testSequential6),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential7", testSequential7),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential8", testSequential8),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential9", testSequential9),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 45)
("testSequential10", testSequential10),
// ###sourceLocation(file: "/usr/local/google/home/marcrasi/git/swift-apis/Tests/TensorFlowTests/SequentialTests.swift.gyb", line: 47)
]
}