def __init__(self):
super().__init__()
self.virtual_dataset = _VirtualDataset()
self.matmul1 = P.MatMul()
self.matmul2 = P.MatMul()
self.gelu = P.Gelu()
self.bn1 = bn_with_initialize(2048)
def __init__(self, strategy0):
super(ReshapeNet5, self).__init__()
self.virtual_dataset = _VirtualDataset()
self.reshape = P.Reshape()
self.matmul1 = P.MatMul().shard(strategy0)
self.matmul1_weight = Parameter(Tensor(np.ones([25088, 256]), dtype=ms.float32), name="weight")
self.matmul2 = P.MatMul().shard(strategy0)
def __init__(self, network, strategy3, strategy4, axis):
super(NetWithLoss, self).__init__()
self.virtual_dataset = _VirtualDataset()
self.one_hot = P.OneHot(axis=axis).set_strategy(strategy3)
self.on_value = Tensor(2.0, ms.float32)
self.off_value = Tensor(1.0, ms.float32)
self.loss = P.SoftmaxCrossEntropyWithLogits().set_strategy(strategy4)
self.network = network
def __init__(self, strategy0):
super(ReshapeNet3, self).__init__()
self.virtual_dataset = _VirtualDataset()
self.reshape = P.Reshape()
self.matmul = P.MatMul().shard(strategy0)
self.matmul_weight = Parameter(Tensor(np.ones([25088, 256]), dtype=ms.float32), name="weight")
self.reshape2 = P.Reshape()
self.reduce_sum = P.ReduceSum(keep_dims=False)
self.reshape3 = P.Reshape()
def __init__(self, strategy0, strategy1, strategy2, strategy3):
super().__init__()
self.virtual_dataset = _VirtualDataset().set_strategy(strategy0)
self.matmul1 = P.MatMul().set_strategy(strategy1)
self.matmul2 = P.MatMul().set_strategy(strategy2)
self.gelu = P.Gelu().set_strategy(strategy3)
def __init__(self, backbone):
super(VirtualDatasetOneInputCell, self).__init__(auto_prefix=False)
self._backbone = backbone
self._virtual_dataset = _VirtualDataset()
def __init__(self):
super(VirtualDatasetNet, self).__init__()
self.virtual_dataset = _VirtualDataset()
self.matmul1 = P.MatMul()
self.matmul2 = P.MatMul()
self.gelu = P.Gelu()
def __init__(self, strategy1, strategy2, num_segments):
super(Net, self).__init__()
self.virtual_dataset = _VirtualDataset()
self.merge_op = P.UnsortedSegmentSum().shard((strategy1, strategy2))
self.num_segments = num_segments