// META: title=test WebNN API element-wise greater operation
// META: global=window
// META: variant=?cpu
// META: variant=?gpu
// META: variant=?npu
// META: script=../resources/utils.js
// META: timeout=long

'use strict';

// https://www.w3.org/TR/webnn/#api-mlgraphbuilder-logical
// Compare if the values of the first input tensor is greater, element-wise.
//
// MLOperand greater(MLOperand a, MLOperand b);

const greaterTests = [
  {
    'name': 'greater float32 0D scalar',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [3.6851015090942383],
          'descriptor': {shape: [], dataType: 'float32'}
        },
        'inputB': {
          'data': [1.723199725151062],
          'descriptor': {shape: [], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {'data': [1], 'descriptor': {shape: [], dataType: 'uint8'}}
      }
    }
  },
  {
    'name': 'greater float32 1D constant tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [24], dataType: 'float32'},
          'constant': true
        },
        'inputB': {
          'data': [
            -6.155234336853027, -4.023341178894043,  5.9525980949401855,
            2.306623697280884,  -2.7692291736602783, -0.9711201190948486,
            1.222206711769104,  4.590261459350586,   9.101232528686523,
            -4.997007846832275, -4.80729341506958,   8.919360160827637,
            0.9005027413368225, -2.8414556980133057, -2.8280413150787354,
            8.47984504699707,   -7.84067964553833,   9.213960647583008,
            4.982365131378174,  -2.507319211959839,  -4.518013954162598,
            8.351094245910645,  -6.161073207855225,  0.7364829182624817
          ],
          'descriptor': {shape: [24], dataType: 'float32'},
          'constant': true
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [24], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 1D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [24], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -6.155234336853027, -4.023341178894043,  5.9525980949401855,
            2.306623697280884,  -2.7692291736602783, -0.9711201190948486,
            1.222206711769104,  4.590261459350586,   9.101232528686523,
            -4.997007846832275, -4.80729341506958,   8.919360160827637,
            0.9005027413368225, -2.8414556980133057, -2.8280413150787354,
            8.47984504699707,   -7.84067964553833,   9.213960647583008,
            4.982365131378174,  -2.507319211959839,  -4.518013954162598,
            8.351094245910645,  -6.161073207855225,  0.7364829182624817
          ],
          'descriptor': {shape: [24], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [24], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 2D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [4, 6], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -6.155234336853027, -4.023341178894043,  5.9525980949401855,
            2.306623697280884,  -2.7692291736602783, -0.9711201190948486,
            1.222206711769104,  4.590261459350586,   9.101232528686523,
            -4.997007846832275, -4.80729341506958,   8.919360160827637,
            0.9005027413368225, -2.8414556980133057, -2.8280413150787354,
            8.47984504699707,   -7.84067964553833,   9.213960647583008,
            4.982365131378174,  -2.507319211959839,  -4.518013954162598,
            8.351094245910645,  -6.161073207855225,  0.7364829182624817
          ],
          'descriptor': {shape: [4, 6], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [4, 6], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 3D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 3, 4], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -6.155234336853027, -4.023341178894043,  5.9525980949401855,
            2.306623697280884,  -2.7692291736602783, -0.9711201190948486,
            1.222206711769104,  4.590261459350586,   9.101232528686523,
            -4.997007846832275, -4.80729341506958,   8.919360160827637,
            0.9005027413368225, -2.8414556980133057, -2.8280413150787354,
            8.47984504699707,   -7.84067964553833,   9.213960647583008,
            4.982365131378174,  -2.507319211959839,  -4.518013954162598,
            8.351094245910645,  -6.161073207855225,  0.7364829182624817
          ],
          'descriptor': {shape: [2, 3, 4], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [2, 3, 4], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 4D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -6.155234336853027, -4.023341178894043,  5.9525980949401855,
            2.306623697280884,  -2.7692291736602783, -0.9711201190948486,
            1.222206711769104,  4.590261459350586,   9.101232528686523,
            -4.997007846832275, -4.80729341506958,   8.919360160827637,
            0.9005027413368225, -2.8414556980133057, -2.8280413150787354,
            8.47984504699707,   -7.84067964553833,   9.213960647583008,
            4.982365131378174,  -2.507319211959839,  -4.518013954162598,
            8.351094245910645,  -6.161073207855225,  0.7364829182624817
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 5D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 1, 2, 3], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -6.155234336853027, -4.023341178894043,  5.9525980949401855,
            2.306623697280884,  -2.7692291736602783, -0.9711201190948486,
            1.222206711769104,  4.590261459350586,   9.101232528686523,
            -4.997007846832275, -4.80729341506958,   8.919360160827637,
            0.9005027413368225, -2.8414556980133057, -2.8280413150787354,
            8.47984504699707,   -7.84067964553833,   9.213960647583008,
            4.982365131378174,  -2.507319211959839,  -4.518013954162598,
            8.351094245910645,  -6.161073207855225,  0.7364829182624817
          ],
          'descriptor': {shape: [2, 2, 1, 2, 3], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [2, 2, 1, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 broadcast 0D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [6.2216410636901855],
          'descriptor': {shape: [], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0,
            0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 broadcast 1D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [6.2216410636901855],
          'descriptor': {shape: [1], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0,
            0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 broadcast 2D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -2.684664487838745, 6.170023441314697, 9.487744331359863,
            -2.5556411743164062, -2.0436434745788574, 8.533930778503418
          ],
          'descriptor': {shape: [2, 3], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0,
            1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 broadcast 3D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -7.099076271057129, -7.781408309936523, 8.782817840576172,
            -8.948624610900879
          ],
          'descriptor': {shape: [2, 2, 1], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1,
            1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float32 broadcast 4D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [6.2216410636901855],
          'descriptor': {shape: [1, 1, 1, 1], dataType: 'float32'}
        },
        'inputB': {
          'data': [
            -5.394711494445801,  -7.189248561859131,  -3.1081764698028564,
            4.977657318115234,   5.111654281616211,   -1.5386580228805542,
            1.414366364479065,   -0.9362112283706665, -6.029961585998535,
            -3.0134198665618896, 0.170855313539505,   7.395327091217041,
            7.178691864013672,   -4.826237678527832,  -2.020440101623535,
            -3.267888069152832,  8.944384574890137,   -5.932100772857666,
            0.7069857120513916,  2.7764203548431396,  0.978833794593811,
            -6.254901885986328,  4.409034729003906,   -6.775286674499512
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float32'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0,
            0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },

  // float16 tests
  {
    'name': 'greater float16 0D scalar',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [3.685546875],
          'descriptor': {shape: [], dataType: 'float16'}
        },
        'inputB': {
          'data': [1.7236328125],
          'descriptor': {shape: [], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {'data': [1], 'descriptor': {shape: [], dataType: 'uint8'}}
      }
    }
  },
  {
    'name': 'greater float16 1D constant tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [24], dataType: 'float16'},
          'constant': true
        },
        'inputB': {
          'data': [
            -6.15625,       -4.0234375,  5.953125,    2.306640625,  -2.76953125,
            -0.97119140625, 1.22265625,  4.58984375,  9.1015625,    -4.99609375,
            -4.80859375,    8.921875,    0.900390625, -2.841796875, -2.828125,
            8.4765625,      -7.83984375, 9.2109375,   4.98046875,   -2.5078125,
            -4.51953125,    8.3515625,   -6.16015625, 0.736328125
          ],
          'descriptor': {shape: [24], dataType: 'float16'},
          'constant': true
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [24], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 1D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [24], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -6.15625,       -4.0234375,  5.953125,    2.306640625,  -2.76953125,
            -0.97119140625, 1.22265625,  4.58984375,  9.1015625,    -4.99609375,
            -4.80859375,    8.921875,    0.900390625, -2.841796875, -2.828125,
            8.4765625,      -7.83984375, 9.2109375,   4.98046875,   -2.5078125,
            -4.51953125,    8.3515625,   -6.16015625, 0.736328125
          ],
          'descriptor': {shape: [24], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [24], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 2D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [4, 6], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -6.15625,       -4.0234375,  5.953125,    2.306640625,  -2.76953125,
            -0.97119140625, 1.22265625,  4.58984375,  9.1015625,    -4.99609375,
            -4.80859375,    8.921875,    0.900390625, -2.841796875, -2.828125,
            8.4765625,      -7.83984375, 9.2109375,   4.98046875,   -2.5078125,
            -4.51953125,    8.3515625,   -6.16015625, 0.736328125
          ],
          'descriptor': {shape: [4, 6], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [4, 6], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 3D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 3, 4], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -6.15625,       -4.0234375,  5.953125,    2.306640625,  -2.76953125,
            -0.97119140625, 1.22265625,  4.58984375,  9.1015625,    -4.99609375,
            -4.80859375,    8.921875,    0.900390625, -2.841796875, -2.828125,
            8.4765625,      -7.83984375, 9.2109375,   4.98046875,   -2.5078125,
            -4.51953125,    8.3515625,   -6.16015625, 0.736328125
          ],
          'descriptor': {shape: [2, 3, 4], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [2, 3, 4], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 4D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -6.15625,       -4.0234375,  5.953125,    2.306640625,  -2.76953125,
            -0.97119140625, 1.22265625,  4.58984375,  9.1015625,    -4.99609375,
            -4.80859375,    8.921875,    0.900390625, -2.841796875, -2.828125,
            8.4765625,      -7.83984375, 9.2109375,   4.98046875,   -2.5078125,
            -4.51953125,    8.3515625,   -6.16015625, 0.736328125
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 5D tensors',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 1, 2, 3], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -6.15625,       -4.0234375,  5.953125,    2.306640625,  -2.76953125,
            -0.97119140625, 1.22265625,  4.58984375,  9.1015625,    -4.99609375,
            -4.80859375,    8.921875,    0.900390625, -2.841796875, -2.828125,
            8.4765625,      -7.83984375, 9.2109375,   4.98046875,   -2.5078125,
            -4.51953125,    8.3515625,   -6.16015625, 0.736328125
          ],
          'descriptor': {shape: [2, 2, 1, 2, 3], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0,
            1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0
          ],
          'descriptor': {shape: [2, 2, 1, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 broadcast 0D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [6.22265625],
          'descriptor': {shape: [], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0,
            0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 broadcast 1D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [6.22265625],
          'descriptor': {shape: [1], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0,
            0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 broadcast 2D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -2.685546875, 6.171875, 9.484375, -2.5546875, -2.04296875, 8.53125
          ],
          'descriptor': {shape: [2, 3], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0,
            1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 broadcast 3D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        },
        'inputB': {
          'data': [-7.09765625, -7.78125, 8.78125, -8.9453125],
          'descriptor': {shape: [2, 2, 1], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1,
            1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  },
  {
    'name': 'greater float16 broadcast 4D to 4D',
    'graph': {
      'inputs': {
        'inputA': {
          'data': [6.22265625],
          'descriptor': {shape: [1, 1, 1, 1], dataType: 'float16'}
        },
        'inputB': {
          'data': [
            -5.39453125,   -7.1875,      -3.107421875, 4.9765625,
            5.11328125,    -1.5390625,   1.4140625,    -0.93603515625,
            -6.03125,      -3.013671875, 0.1708984375, 7.39453125,
            7.1796875,     -4.828125,    -2.01953125,  -3.267578125,
            8.9453125,     -5.93359375,  0.70703125,   2.77734375,
            0.97900390625, -6.25390625,  4.41015625,   -6.7734375
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'float16'}
        }
      },
      'operators': [{
        'name': 'greater',
        'arguments': [{'a': 'inputA'}, {'b': 'inputB'}],
        'outputs': 'output'
      }],
      'expectedOutputs': {
        'output': {
          'data': [
            1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0,
            0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1
          ],
          'descriptor': {shape: [2, 2, 2, 3], dataType: 'uint8'}
        }
      }
    }
  }
];

webnn_conformance_test(greaterTests, buildAndExecuteGraph, getZeroULPTolerance);