Пример #1
0
 def register_spike_pack(self, bytes=None):
     """
     Обрабатываем спайки из удаленных доменов
     """
     if not bytes:
         return
     packet = SpikesVector()
     packet.from_bytes(bytes)
     self.stat_inc('spikes_received', packet.length)
     # speedup for commented version
     #for pos in range(packet.length):
     #    self.register_spike(
     #        packet.receiver_neuron_index.data[pos],
     #    )
     self.receiver_index.is_spiked.data[packet.receiver_neuron_index.data] \
             = 1
Пример #2
0
        def __init__(self, config, net, domain_index):
            super(RemoteDomain, self).__init__(config, net, domain_index)
            def lazy_socket():
                """Отложенное создание сокета"""
                self.server_socket = agent.connect(
                    config.get('server', {}).get('host', '127.0.0.1'),
                    config.get('server', {}).get('port', 8932))
                return self.server_socket
            self.server_socket = lazy_socket
            self.transport = RPCBrokerProxy(
                self.server_socket,
                'broker_domain_proxy',
                config['id'],
                domain_index
            )
            self.broker = RPCBrokerProxy(
                self.server_socket,
                'broker_proxy',
                config['id'],
            )
            self.is_subscribed = False
            self.subscribe_next_try = 0
            self.transmitter_pos = -1
            self.transmitter_vector = TransmitterVector()
            self.transmitter_metadata = TransmitterMetadata(0)
            self.transmitter_vector.add(self.transmitter_metadata)

            self.receiver_pos = -1
            self.receiver_vector = ReceiverVector()
            self.receiver_metadata = ReceiverMetadata(0)
            self.receiver_vector.add(self.receiver_metadata)

            self.spikes_pos = -1
            self.spikes_vector = SpikesVector()
            self.spikes_metadata = SpikesMetadata(0)
            self.spikes_vector.add(self.spikes_metadata)
Пример #3
0
    class RemoteDomain(RemoteDomainBase):
        """
        Прокси к удаленному домену.
        """
        def __init__(self, config, net, domain_index):
            super(RemoteDomain, self).__init__(config, net, domain_index)
            def lazy_socket():
                """Отложенное создание сокета"""
                self.server_socket = agent.connect(
                    config.get('server', {}).get('host', '127.0.0.1'),
                    config.get('server', {}).get('port', 8932))
                return self.server_socket
            self.server_socket = lazy_socket
            self.transport = RPCBrokerProxy(
                self.server_socket,
                'broker_domain_proxy',
                config['id'],
                domain_index
            )
            self.broker = RPCBrokerProxy(
                self.server_socket,
                'broker_proxy',
                config['id'],
            )
            self.is_subscribed = False
            self.subscribe_next_try = 0
            self.transmitter_pos = -1
            self.transmitter_vector = TransmitterVector()
            self.transmitter_metadata = TransmitterMetadata(0)
            self.transmitter_vector.add(self.transmitter_metadata)

            self.receiver_pos = -1
            self.receiver_vector = ReceiverVector()
            self.receiver_metadata = ReceiverMetadata(0)
            self.receiver_vector.add(self.receiver_metadata)

            self.spikes_pos = -1
            self.spikes_vector = SpikesVector()
            self.spikes_metadata = SpikesMetadata(0)
            self.spikes_vector.add(self.spikes_metadata)

        def send_synapse(self,
            pre_domain_index, pre_layer_index, pre_neuron_address,
            post_layer_index, post_x, post_y):
            """
            Обрабатываем информацию о синапсе из другого домена
            self == post_domain
            """
            # FIXME: optimize send_synapse (collect portion of data and send
            # it in one request)
            self.transmitter_pos += 1
            pos = self.transmitter_pos
            self.transmitter_metadata.pre_domain_index[pos] = pre_domain_index
            self.transmitter_metadata.pre_layer_index[pos] = pre_layer_index
            self.transmitter_metadata.pre_neuron_address[pos] \
                    = pre_neuron_address
            self.transmitter_metadata.post_layer_index[pos] = post_layer_index
            self.transmitter_metadata.post_x[pos] = post_x
            self.transmitter_metadata.post_y[pos] = post_y
            if self.transmitter_pos >= 99999:
                self.send_synapse_pack()
#            return self.__getattr__('send_synapse').no_reply(
#                pre_domain_index, pre_layer_index, pre_neuron_address,
#                post_layer_index, post_x, post_y)

        def send_synapse_pack(self):
            if self.transmitter_pos == -1:
                return
            self.transmitter_vector.shrink()
            pack = self.transmitter_vector.bytes()
            self.transmitter_metadata.resize(length=0)
            self.transmitter_pos = -1
            return self.__getattr__('send_synapse_pack') \
                .set_bytes(pack) \
                .inc_priority \
                .no_reply()

        def send_receiver_index(self, post_domain_index, pre_neuron_address,
                                remote_pre_neuron_address,
                                remote_pre_neuron_receiver_index):
            """
            Запоминаем remote_neuron_address (IS_RECEIVER) для
            pre_neuron_address (IS_TRANSMITTER)
            self == pre_domain
            """
            self.receiver_pos += 1
            pos = self.receiver_pos
            self.receiver_metadata.post_domain_index[pos] = post_domain_index
            self.receiver_metadata.pre_neuron_address[pos] = pre_neuron_address
            self.receiver_metadata.remote_pre_neuron_address[pos] \
                    = remote_pre_neuron_address
            self.receiver_metadata.remote_pre_neuron_receiver_index[pos] \
                    = remote_pre_neuron_receiver_index
            if self.receiver_pos >= 99999:
                self.send_receiver_index_pack()
#            return self.__getattr__('send_receiver_index').no_reply(
#                post_domain_index, pre_neuron_address,
#                remote_pre_neuron_address,
#                remote_pre_neuron_receiver_index)

        def send_receiver_index_pack(self):
            if self.receiver_pos == -1:
                return
            self.receiver_vector.shrink()
            pack = self.receiver_vector.bytes()
            self.receiver_metadata.resize(length=0)
            self.receiver_pos = -1
            return self.__getattr__('send_receiver_index_pack') \
                .set_bytes(pack) \
                .inc_priority \
                .no_reply()

        def register_spike(self, receiver_neuron_index):
            """
            Накапливаем информацию о спайках что бы переслать в другой домен с
            помощью self.register_spike_pack
            """
            self.spikes_pos += 1
            pos = self.spikes_pos
            self.spikes_metadata.receiver_neuron_index[pos] \
                    = receiver_neuron_index

        def register_spike_pack(self, bytes=None):
            """
            Посылаем данные о спайках в удаленный домен
            """
            if self.spikes_pos == -1:
                return
            self.spikes_vector.shrink()
            pack_length = len(self.spikes_vector)
            pack = self.spikes_vector.receiver_neuron_index.bytes()
            self.spikes_metadata.resize(length=0)
            self.spikes_pos = -1
            if self.pub_data('S', pack):
                local = agent.context['local_domain']
                local.stat_inc('spikes_sent', pack_length)
                local.stat_inc('spikes_packets_sent')
                local.stat_inc(['spikes_sent_to', self.name], pack_length)

        def subscribe(self):
            """
            Ask remote domain to subscribe on pub data from this domain
            """
            if self.is_subscribed:
                return True
            if time.time() > self.subscribe_next_try:
                self.broker.subscribe.inc_priority \
                        .no_reply(agent.context['local_domain'].index)
                self.subscribe_next_try = time.time() + 1
            return False

        def pub_data(self, *args):
            """
            Pub data for remote domain, where self domain is local
            """
            # ask base domain to subscribe this domain
            if not self.subscribe():
                return False
            # a few messages at the begining will be discarded because we
            # asynchronously ask to subscribe
            params = [self.config['id'].bytes]
            params.extend(args)
            agent.pub.send_multipart(params)
            return True

        def register_input_layer_data(self, layer_index, data):
            """
            Send data over network
            """
            vector = StandaloneVector().set_data(data)
            self.pub_data('NP', str(layer_index), vector.bytes())

        def __getattr__(self, name):
            return getattr(self.transport, name)