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ray-project/ray
python/ray/rllib/evaluation/postprocessing.py
compute_advantages
def compute_advantages(rollout, last_r, gamma=0.9, lambda_=1.0, use_gae=True): """Given a rollout, compute its value targets and the advantage. Args: rollout (SampleBatch): SampleBatch of a single trajectory last_r (float): Value estimation for last observation gamma (float): Discount factor. lambda_ (float): Parameter for GAE use_gae (bool): Using Generalized Advantage Estamation Returns: SampleBatch (SampleBatch): Object with experience from rollout and processed rewards. """ traj = {} trajsize = len(rollout[SampleBatch.ACTIONS]) for key in rollout: traj[key] = np.stack(rollout[key]) if use_gae: assert SampleBatch.VF_PREDS in rollout, "Values not found!" vpred_t = np.concatenate( [rollout[SampleBatch.VF_PREDS], np.array([last_r])]) delta_t = ( traj[SampleBatch.REWARDS] + gamma * vpred_t[1:] - vpred_t[:-1]) # This formula for the advantage comes # "Generalized Advantage Estimation": https://arxiv.org/abs/1506.02438 traj[Postprocessing.ADVANTAGES] = discount(delta_t, gamma * lambda_) traj[Postprocessing.VALUE_TARGETS] = ( traj[Postprocessing.ADVANTAGES] + traj[SampleBatch.VF_PREDS]).copy().astype(np.float32) else: rewards_plus_v = np.concatenate( [rollout[SampleBatch.REWARDS], np.array([last_r])]) traj[Postprocessing.ADVANTAGES] = discount(rewards_plus_v, gamma)[:-1] # TODO(ekl): support using a critic without GAE traj[Postprocessing.VALUE_TARGETS] = np.zeros_like( traj[Postprocessing.ADVANTAGES]) traj[Postprocessing.ADVANTAGES] = traj[ Postprocessing.ADVANTAGES].copy().astype(np.float32) assert all(val.shape[0] == trajsize for val in traj.values()), \ "Rollout stacked incorrectly!" return SampleBatch(traj)
python
def compute_advantages(rollout, last_r, gamma=0.9, lambda_=1.0, use_gae=True): """Given a rollout, compute its value targets and the advantage. Args: rollout (SampleBatch): SampleBatch of a single trajectory last_r (float): Value estimation for last observation gamma (float): Discount factor. lambda_ (float): Parameter for GAE use_gae (bool): Using Generalized Advantage Estamation Returns: SampleBatch (SampleBatch): Object with experience from rollout and processed rewards. """ traj = {} trajsize = len(rollout[SampleBatch.ACTIONS]) for key in rollout: traj[key] = np.stack(rollout[key]) if use_gae: assert SampleBatch.VF_PREDS in rollout, "Values not found!" vpred_t = np.concatenate( [rollout[SampleBatch.VF_PREDS], np.array([last_r])]) delta_t = ( traj[SampleBatch.REWARDS] + gamma * vpred_t[1:] - vpred_t[:-1]) # This formula for the advantage comes # "Generalized Advantage Estimation": https://arxiv.org/abs/1506.02438 traj[Postprocessing.ADVANTAGES] = discount(delta_t, gamma * lambda_) traj[Postprocessing.VALUE_TARGETS] = ( traj[Postprocessing.ADVANTAGES] + traj[SampleBatch.VF_PREDS]).copy().astype(np.float32) else: rewards_plus_v = np.concatenate( [rollout[SampleBatch.REWARDS], np.array([last_r])]) traj[Postprocessing.ADVANTAGES] = discount(rewards_plus_v, gamma)[:-1] # TODO(ekl): support using a critic without GAE traj[Postprocessing.VALUE_TARGETS] = np.zeros_like( traj[Postprocessing.ADVANTAGES]) traj[Postprocessing.ADVANTAGES] = traj[ Postprocessing.ADVANTAGES].copy().astype(np.float32) assert all(val.shape[0] == trajsize for val in traj.values()), \ "Rollout stacked incorrectly!" return SampleBatch(traj)
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Given a rollout, compute its value targets and the advantage. Args: rollout (SampleBatch): SampleBatch of a single trajectory last_r (float): Value estimation for last observation gamma (float): Discount factor. lambda_ (float): Parameter for GAE use_gae (bool): Using Generalized Advantage Estamation Returns: SampleBatch (SampleBatch): Object with experience from rollout and processed rewards.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/evaluation/postprocessing.py#L23-L70
train
Given a rollout compute its value targets and the advantage.
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4883) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11011 + 0o26) + chr(0b110100) + '\x35', 0o10), ehT0Px3KOsy9(chr(1577 - 1529) + '\x6f' + chr(0b110011) + chr(1579 - 1531) + chr(73 - 20), 41040 - 41032), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\062' + chr(53) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1101 + 0o45) + '\061' + chr(0b11 + 0o56), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(903 - 852) + chr(0b101011 + 0o13) + chr(49), 0o10), ehT0Px3KOsy9(chr(883 - 835) + '\x6f' + chr(0b110011) + chr(0b100110 + 0o14) + chr(2295 - 2242), 37378 - 37370), ehT0Px3KOsy9(chr(361 - 313) + '\x6f' + chr(0b110001) + chr(0b100101 + 0o16) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(1118 - 1066) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\x35' + chr(54), 16625 - 16617), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x32' + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(9783 - 9672) + chr(555 - 506) + '\x30' + chr(714 - 665), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + '\060', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x32' + chr(52), 50343 - 50335), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(1008 - 954) + chr(0b11010 + 0o31), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1011 + 0o53), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b110110) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101101 + 0o4) + '\065' + chr(55), 61928 - 61920), ehT0Px3KOsy9(chr(2281 - 2233) + chr(0b1101111) + '\061' + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\x33' + chr(2050 - 1995) + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(176 - 122) + chr(0b11 + 0o56), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1534 - 1485) + chr(0b110011) + chr(0b1010 + 0o55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(3517 - 3406) + chr(0b110011) + '\067' + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o10) + chr(408 - 359) + chr(2672 - 2617), 0o10), ehT0Px3KOsy9(chr(975 - 927) + chr(111) + '\x31' + chr(54) + '\066', 8), ehT0Px3KOsy9('\060' + chr(6241 - 6130) + chr(0b100 + 0o55) + '\x36' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(1626 - 1578) + chr(2061 - 2008), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1987 - 1939) + chr(111) + '\x35' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x06'), '\x64' + chr(0b110000 + 0o65) + chr(5794 - 5695) + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(0b100110 + 0o116) + '\146' + chr(75 - 30) + chr(0b101101 + 0o13)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def WSgxUrc7k0V0(t5VWs_TV1khc, xIu_blxeyGTw, nfeH4ZtvQXsW=0.9, QWarUnKldUu9=1.0, vgmPai6ytmgY=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8)): qQD6pDh9PCQ9 = {} Tz5eUlLrL6p5 = c2A0yzQpDQB3(t5VWs_TV1khc[khCLnp9DeedL.ACTIONS]) for K3J4ZwSlE0sT in t5VWs_TV1khc: qQD6pDh9PCQ9[K3J4ZwSlE0sT] = WqUC3KWvYVup.stack(t5VWs_TV1khc[K3J4ZwSlE0sT]) if vgmPai6ytmgY: assert xafqLlk3kkUe(khCLnp9DeedL, xafqLlk3kkUe(SXOLrMavuUCe(b'~;\xa9M\xddf\x93\xde'), '\144' + chr(0b1011110 + 0o7) + chr(0b1100011 + 0o0) + chr(0b1011001 + 0o26) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1001110 + 0o46) + '\x66' + chr(0b101101) + chr(56))) in t5VWs_TV1khc, xafqLlk3kkUe(SXOLrMavuUCe(b'~\x1c\x9ah\xeaP\xf7\xe3\x19\x18S\xdcm\x10\xab\xcc\xa8'), chr(0b1100100) + '\x65' + chr(0b11101 + 0o106) + chr(0b11001 + 0o126) + chr(0b0 + 0o144) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(0b111000)) r7oH_qxenVYe = WqUC3KWvYVup.concatenate([t5VWs_TV1khc[khCLnp9DeedL.VF_PREDS], WqUC3KWvYVup.B0ePDhpqxN5n([xIu_blxeyGTw])]) SD3l4A0tzvEB = qQD6pDh9PCQ9[khCLnp9DeedL.REWARDS] + nfeH4ZtvQXsW * r7oH_qxenVYe[ehT0Px3KOsy9(chr(48) + chr(0b1101 + 0o142) + chr(1887 - 1838), 8):] - r7oH_qxenVYe[:-ehT0Px3KOsy9(chr(48) + chr(6138 - 6027) + '\061', 8)] qQD6pDh9PCQ9[Yc8BwYwjAwnU.gUayMiWi8xIt] = jgr6EM2FBp_S(SD3l4A0tzvEB, nfeH4ZtvQXsW * QWarUnKldUu9) qQD6pDh9PCQ9[Yc8BwYwjAwnU.Ydl9ASJ7iUkX] = (qQD6pDh9PCQ9[Yc8BwYwjAwnU.ADVANTAGES] + qQD6pDh9PCQ9[khCLnp9DeedL.VF_PREDS]).copy().astype(WqUC3KWvYVup.float32) else: Xl_ak9JnsOoF = WqUC3KWvYVup.concatenate([t5VWs_TV1khc[khCLnp9DeedL.REWARDS], WqUC3KWvYVup.B0ePDhpqxN5n([xIu_blxeyGTw])]) qQD6pDh9PCQ9[Yc8BwYwjAwnU.gUayMiWi8xIt] = jgr6EM2FBp_S(Xl_ak9JnsOoF, nfeH4ZtvQXsW)[:-ehT0Px3KOsy9(chr(48) + '\157' + '\x31', 8)] qQD6pDh9PCQ9[Yc8BwYwjAwnU.Ydl9ASJ7iUkX] = WqUC3KWvYVup.zeros_like(qQD6pDh9PCQ9[Yc8BwYwjAwnU.gUayMiWi8xIt]) qQD6pDh9PCQ9[Yc8BwYwjAwnU.gUayMiWi8xIt] = qQD6pDh9PCQ9[Yc8BwYwjAwnU.ADVANTAGES].copy().astype(WqUC3KWvYVup.float32) assert Dl48nj1rbi23((xafqLlk3kkUe(pQxH2D_k9sXQ, xafqLlk3kkUe(SXOLrMavuUCe(b'F\x1c\x83D\xe9o\xb0\xe1"\x1c\x10\xd8'), chr(0b1100100) + chr(5990 - 5889) + '\x63' + '\x6f' + chr(0b1011111 + 0o5) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(5470 - 5368) + '\055' + chr(0b11101 + 0o33)))[ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(0b110000), 0o10)] == Tz5eUlLrL6p5 for pQxH2D_k9sXQ in xafqLlk3kkUe(qQD6pDh9PCQ9, xafqLlk3kkUe(SXOLrMavuUCe(b'{-\x98^\xc1V\xe2\xb9>]\x17\xd8'), chr(7153 - 7053) + chr(101) + chr(99) + chr(0b101110 + 0o101) + '\x64' + chr(0b1100101))(chr(0b101010 + 0o113) + chr(116) + chr(0b1100110) + chr(0b11001 + 0o24) + '\070'))())), xafqLlk3kkUe(SXOLrMavuUCe(b'z\x12\x9aq\xe0V\xa3\xad\x05\x18\x12\xd9i\x00\xa1\x88\xe0\x9f\xb67\x16\x9c\xb2"\\\xf8\n\''), '\144' + chr(101) + chr(0b1100011) + chr(111) + chr(5002 - 4902) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(1625 - 1580) + '\070') return khCLnp9DeedL(qQD6pDh9PCQ9)
ray-project/ray
python/ray/monitor.py
Monitor.xray_heartbeat_batch_handler
def xray_heartbeat_batch_handler(self, unused_channel, data): """Handle an xray heartbeat batch message from Redis.""" gcs_entries = ray.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry( data, 0) heartbeat_data = gcs_entries.Entries(0) message = (ray.gcs_utils.HeartbeatBatchTableData. GetRootAsHeartbeatBatchTableData(heartbeat_data, 0)) for j in range(message.BatchLength()): heartbeat_message = message.Batch(j) num_resources = heartbeat_message.ResourcesAvailableLabelLength() static_resources = {} dynamic_resources = {} for i in range(num_resources): dyn = heartbeat_message.ResourcesAvailableLabel(i) static = heartbeat_message.ResourcesTotalLabel(i) dynamic_resources[dyn] = ( heartbeat_message.ResourcesAvailableCapacity(i)) static_resources[static] = ( heartbeat_message.ResourcesTotalCapacity(i)) # Update the load metrics for this raylet. client_id = ray.utils.binary_to_hex(heartbeat_message.ClientId()) ip = self.raylet_id_to_ip_map.get(client_id) if ip: self.load_metrics.update(ip, static_resources, dynamic_resources) else: logger.warning( "Monitor: " "could not find ip for client {}".format(client_id))
python
def xray_heartbeat_batch_handler(self, unused_channel, data): """Handle an xray heartbeat batch message from Redis.""" gcs_entries = ray.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry( data, 0) heartbeat_data = gcs_entries.Entries(0) message = (ray.gcs_utils.HeartbeatBatchTableData. GetRootAsHeartbeatBatchTableData(heartbeat_data, 0)) for j in range(message.BatchLength()): heartbeat_message = message.Batch(j) num_resources = heartbeat_message.ResourcesAvailableLabelLength() static_resources = {} dynamic_resources = {} for i in range(num_resources): dyn = heartbeat_message.ResourcesAvailableLabel(i) static = heartbeat_message.ResourcesTotalLabel(i) dynamic_resources[dyn] = ( heartbeat_message.ResourcesAvailableCapacity(i)) static_resources[static] = ( heartbeat_message.ResourcesTotalCapacity(i)) # Update the load metrics for this raylet. client_id = ray.utils.binary_to_hex(heartbeat_message.ClientId()) ip = self.raylet_id_to_ip_map.get(client_id) if ip: self.load_metrics.update(ip, static_resources, dynamic_resources) else: logger.warning( "Monitor: " "could not find ip for client {}".format(client_id))
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Handle an xray heartbeat batch message from Redis.
[ "Handle", "an", "xray", "heartbeat", "batch", "message", "from", "Redis", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/monitor.py#L102-L135
train
Handle an xray heartbeat batch message from Redis.
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22595), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + '\x31' + '\x32' + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\063' + chr(0b1110 + 0o50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3619 - 3508) + chr(51) + '\x33' + chr(190 - 137), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(1136 - 1025) + chr(2054 - 2003) + chr(53), 0o10), ehT0Px3KOsy9(chr(1179 - 1131) + chr(111) + chr(0b101111 + 0o4), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110110) + chr(2336 - 2282), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b11010 + 0o30), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x36' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(8610 - 8499) + chr(51) + chr(645 - 596) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110011) + chr(2142 - 2093), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(1268 - 1213) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5903 - 5792) + chr(0b110001) + '\064' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b10011 + 0o37) + chr(0b111 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1944 - 1833) + '\061' + chr(1106 - 1055) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110100) + chr(0b110101 + 0o2), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(415 - 365) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101011 + 0o10) + '\x31' + '\x30', 8), ehT0Px3KOsy9(chr(439 - 391) + chr(0b1001100 + 0o43) + '\063' + chr(0b110111) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(525 - 474) + chr(49) + chr(749 - 694), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b110010) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1311 - 1261) + '\x35' + '\x30', 41808 - 41800), ehT0Px3KOsy9(chr(598 - 550) + chr(2667 - 2556) + '\061' + '\060' + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(164 - 114) + chr(51) + '\x37', 58775 - 58767), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\x37' + '\x31', 7285 - 7277), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), 2324 - 2316), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b110 + 0o56) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110001) + chr(0b100000 + 0o23) + '\x36', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064' + chr(54), 0o10), ehT0Px3KOsy9(chr(1837 - 1789) + '\x6f' + chr(0b110001 + 0o0) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + chr(2423 - 2373) + chr(0b100100 + 0o14) + chr(421 - 373), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(12061 - 11950) + chr(0b110010) + '\x34' + '\064', 1439 - 1431), ehT0Px3KOsy9('\x30' + chr(1777 - 1666) + chr(0b110010) + chr(0b110100) + chr(52), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o60) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b111 + 0o53) + chr(0b100101 + 0o15) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b100001 + 0o23), 48097 - 48089), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b110111), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b111011 + 0o64) + chr(451 - 398) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'o'), chr(0b1100100) + chr(0b110111 + 0o56) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def N5MdTziipC9g(oVre8I6UXc3b, pTOQtlKdt3To, ULnjp6D6efFH): jD6iNn9ztLJO = H9zaXRrGK6Cq.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry(ULnjp6D6efFH, ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x30', 8)) PUyWfqdo6PZK = jD6iNn9ztLJO.Entries(ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(9461 - 9350) + '\x30', 8)) R2mbIkZzeu1B = H9zaXRrGK6Cq.gcs_utils.HeartbeatBatchTableData.GetRootAsHeartbeatBatchTableData(PUyWfqdo6PZK, ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 8)) for tlORBuYsiw3X in vQr8gNKaIaWE(xafqLlk3kkUe(R2mbIkZzeu1B, xafqLlk3kkUe(SXOLrMavuUCe(b'\x031*\xbeuO\x13d\x93\xbc\xd0'), '\144' + chr(0b1010000 + 0o25) + chr(99) + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(13365 - 13249) + '\146' + '\x2d' + chr(0b10000 + 0o50)))()): RFy8bDQeDs4x = R2mbIkZzeu1B.Batch(tlORBuYsiw3X) bqU9jbnnDHwL = RFy8bDQeDs4x.ResourcesAvailableLabelLength() rQM9QGF2A7pT = {} dtFl6ek_FCni = {} for WVxHKyX45z_L in vQr8gNKaIaWE(bqU9jbnnDHwL): F0_5sLRfUYVY = RFy8bDQeDs4x.ResourcesAvailableLabel(WVxHKyX45z_L) NqVJWtGuekkN = RFy8bDQeDs4x.ResourcesTotalLabel(WVxHKyX45z_L) dtFl6ek_FCni[F0_5sLRfUYVY] = RFy8bDQeDs4x.ResourcesAvailableCapacity(WVxHKyX45z_L) rQM9QGF2A7pT[NqVJWtGuekkN] = RFy8bDQeDs4x.ResourcesTotalCapacity(WVxHKyX45z_L) uPK0lOjFfM84 = H9zaXRrGK6Cq.utils.binary_to_hex(RFy8bDQeDs4x.ClientId()) Hsra_lSlb8Qx = oVre8I6UXc3b.raylet_id_to_ip_map.get(uPK0lOjFfM84) if Hsra_lSlb8Qx: xafqLlk3kkUe(oVre8I6UXc3b.load_metrics, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b$\x1f\x98tM<d\x8d\xfc\xdd='), '\144' + chr(101) + '\143' + chr(5189 - 5078) + chr(2047 - 1947) + chr(1949 - 1848))(chr(0b1100110 + 0o17) + '\164' + chr(0b1100010 + 0o4) + chr(45) + chr(0b111000)))(Hsra_lSlb8Qx, rQM9QGF2A7pT, dtFl6ek_FCni) else: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'61,\xb3tm\x11'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + chr(3061 - 2960))(chr(117) + '\164' + '\146' + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c?0\xb4il\x040\xd4\xab\xd7x\xf5Y\x99\x0c\xfa,\xc7s\xa1\x91\xabw\xc11\xbf_oW~Eg\xe9\xc1\xcac\xb3gr'), chr(0b1100100) + '\x65' + chr(0b110010 + 0o61) + chr(111) + '\144' + chr(0b1100101))('\x75' + chr(0b101111 + 0o105) + chr(102) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x17d,\xb2Ub%9\xa4\xb8\xddg'), '\x64' + '\145' + chr(2176 - 2077) + '\x6f' + chr(0b1100100) + chr(0b1100010 + 0o3))('\x75' + chr(5601 - 5485) + chr(3734 - 3632) + chr(0b101101) + chr(2063 - 2007)))(uPK0lOjFfM84))
ray-project/ray
python/ray/monitor.py
Monitor._xray_clean_up_entries_for_driver
def _xray_clean_up_entries_for_driver(self, driver_id): """Remove this driver's object/task entries from redis. Removes control-state entries of all tasks and task return objects belonging to the driver. Args: driver_id: The driver id. """ xray_task_table_prefix = ( ray.gcs_utils.TablePrefix_RAYLET_TASK_string.encode("ascii")) xray_object_table_prefix = ( ray.gcs_utils.TablePrefix_OBJECT_string.encode("ascii")) task_table_objects = self.state.task_table() driver_id_hex = binary_to_hex(driver_id) driver_task_id_bins = set() for task_id_hex, task_info in task_table_objects.items(): task_table_object = task_info["TaskSpec"] task_driver_id_hex = task_table_object["DriverID"] if driver_id_hex != task_driver_id_hex: # Ignore tasks that aren't from this driver. continue driver_task_id_bins.add(hex_to_binary(task_id_hex)) # Get objects associated with the driver. object_table_objects = self.state.object_table() driver_object_id_bins = set() for object_id, _ in object_table_objects.items(): task_id_bin = ray._raylet.compute_task_id(object_id).binary() if task_id_bin in driver_task_id_bins: driver_object_id_bins.add(object_id.binary()) def to_shard_index(id_bin): return binary_to_object_id(id_bin).redis_shard_hash() % len( self.state.redis_clients) # Form the redis keys to delete. sharded_keys = [[] for _ in range(len(self.state.redis_clients))] for task_id_bin in driver_task_id_bins: sharded_keys[to_shard_index(task_id_bin)].append( xray_task_table_prefix + task_id_bin) for object_id_bin in driver_object_id_bins: sharded_keys[to_shard_index(object_id_bin)].append( xray_object_table_prefix + object_id_bin) # Remove with best effort. for shard_index in range(len(sharded_keys)): keys = sharded_keys[shard_index] if len(keys) == 0: continue redis = self.state.redis_clients[shard_index] num_deleted = redis.delete(*keys) logger.info("Monitor: " "Removed {} dead redis entries of the " "driver from redis shard {}.".format( num_deleted, shard_index)) if num_deleted != len(keys): logger.warning("Monitor: " "Failed to remove {} relevant redis " "entries from redis shard {}.".format( len(keys) - num_deleted, shard_index))
python
def _xray_clean_up_entries_for_driver(self, driver_id): """Remove this driver's object/task entries from redis. Removes control-state entries of all tasks and task return objects belonging to the driver. Args: driver_id: The driver id. """ xray_task_table_prefix = ( ray.gcs_utils.TablePrefix_RAYLET_TASK_string.encode("ascii")) xray_object_table_prefix = ( ray.gcs_utils.TablePrefix_OBJECT_string.encode("ascii")) task_table_objects = self.state.task_table() driver_id_hex = binary_to_hex(driver_id) driver_task_id_bins = set() for task_id_hex, task_info in task_table_objects.items(): task_table_object = task_info["TaskSpec"] task_driver_id_hex = task_table_object["DriverID"] if driver_id_hex != task_driver_id_hex: # Ignore tasks that aren't from this driver. continue driver_task_id_bins.add(hex_to_binary(task_id_hex)) # Get objects associated with the driver. object_table_objects = self.state.object_table() driver_object_id_bins = set() for object_id, _ in object_table_objects.items(): task_id_bin = ray._raylet.compute_task_id(object_id).binary() if task_id_bin in driver_task_id_bins: driver_object_id_bins.add(object_id.binary()) def to_shard_index(id_bin): return binary_to_object_id(id_bin).redis_shard_hash() % len( self.state.redis_clients) # Form the redis keys to delete. sharded_keys = [[] for _ in range(len(self.state.redis_clients))] for task_id_bin in driver_task_id_bins: sharded_keys[to_shard_index(task_id_bin)].append( xray_task_table_prefix + task_id_bin) for object_id_bin in driver_object_id_bins: sharded_keys[to_shard_index(object_id_bin)].append( xray_object_table_prefix + object_id_bin) # Remove with best effort. for shard_index in range(len(sharded_keys)): keys = sharded_keys[shard_index] if len(keys) == 0: continue redis = self.state.redis_clients[shard_index] num_deleted = redis.delete(*keys) logger.info("Monitor: " "Removed {} dead redis entries of the " "driver from redis shard {}.".format( num_deleted, shard_index)) if num_deleted != len(keys): logger.warning("Monitor: " "Failed to remove {} relevant redis " "entries from redis shard {}.".format( len(keys) - num_deleted, shard_index))
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Remove this driver's object/task entries from redis. Removes control-state entries of all tasks and task return objects belonging to the driver. Args: driver_id: The driver id.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/monitor.py#L137-L199
train
Remove all objects and tasks belonging to this driver from redis.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b110001) + chr(0b101000 + 0o15), 40397 - 40389), ehT0Px3KOsy9(chr(1668 - 1620) + chr(11185 - 11074) + chr(55) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(1233 - 1184) + chr(0b110000) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1395 - 1342) + chr(0b110001 + 0o5), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b10 + 0o61) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110011) + chr(54), 64938 - 64930), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b101 + 0o57) + chr(1070 - 1019), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1409 - 1360) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(53) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101 + 0o54) + '\062' + '\062', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(51) + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1101 + 0o46) + chr(0b110011) + chr(1561 - 1512), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(237 - 189) + '\157' + chr(0b10010 + 0o41) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1111 + 0o43) + '\061' + chr(49), 42284 - 42276), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100011 + 0o17) + chr(1873 - 1821) + chr(0b110010), 20382 - 20374), ehT0Px3KOsy9(chr(1766 - 1718) + '\x6f' + '\061' + chr(1844 - 1793) + chr(1000 - 949), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2715 - 2604) + '\x33' + chr(101 - 53) + chr(0b110000), 26842 - 26834), ehT0Px3KOsy9(chr(1075 - 1027) + chr(0b101110 + 0o101) + chr(0b1101 + 0o44) + chr(53) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + chr(50) + chr(1795 - 1741) + chr(51), 58311 - 58303), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10010 + 0o40) + '\x31' + chr(0b110 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\060' + chr(0b110011 + 0o4), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(233 - 183) + chr(2099 - 2049), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b1000 + 0o56) + chr(0b11100 + 0o33), 0o10), ehT0Px3KOsy9(chr(2076 - 2028) + chr(0b1101111) + chr(2332 - 2281) + chr(52) + chr(0b10000 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(1938 - 1890) + chr(111) + '\062' + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(7034 - 6923) + '\x34' + chr(2755 - 2702), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(48) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1361 - 1312) + chr(49) + chr(473 - 423), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9710 - 9599) + chr(0b110101) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(281 - 232) + chr(55) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110000 + 0o2) + '\065' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\063' + '\067' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(764 - 715) + chr(0b101110 + 0o4) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11000 + 0o31) + chr(952 - 903) + chr(0b110001), 609 - 601), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(50) + chr(165 - 116) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(1448 - 1393) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(50) + '\060', 0b1000), ehT0Px3KOsy9(chr(1000 - 952) + '\157' + chr(51) + chr(115 - 61) + chr(0b110110), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10101 + 0o40) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'#'), chr(0b1100100) + chr(0b1010010 + 0o23) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b101100 + 0o71))(chr(13435 - 13318) + chr(0b1101 + 0o147) + chr(8103 - 8001) + '\x2d' + chr(0b110001 + 0o7)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def V6Sx_Z6p6szc(oVre8I6UXc3b, xrb3JXGvKq_I): F_1EcuGCyBQa = H9zaXRrGK6Cq.gcs_utils.TablePrefix_RAYLET_TASK_string.encode(xafqLlk3kkUe(SXOLrMavuUCe(b'lM!G\xb5'), '\x64' + chr(0b110010 + 0o63) + '\143' + chr(3928 - 3817) + '\144' + '\145')('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38')) uPpLX2SRupxh = H9zaXRrGK6Cq.gcs_utils.TablePrefix_OBJECT_string.encode(xafqLlk3kkUe(SXOLrMavuUCe(b'lM!G\xb5'), chr(0b1100100) + chr(2178 - 2077) + chr(5808 - 5709) + '\157' + chr(0b110101 + 0o57) + '\145')(chr(0b10010 + 0o143) + chr(116) + chr(102) + '\055' + '\x38')) lsGYAtTv0NYp = oVre8I6UXc3b.state.task_table() _9SIpxnkaSVI = qsOY53tA0P_3(xrb3JXGvKq_I) UmvGVSPOS4p5 = MVEN8G6CxlvR() for (BGpfxCxWBoyO, _PA4DIEWfa5z) in xafqLlk3kkUe(lsGYAtTv0NYp, xafqLlk3kkUe(SXOLrMavuUCe(b'CD4K\x95\xc4PD@\x01\xb6\xe0'), '\x64' + chr(101) + '\x63' + chr(0b1000110 + 0o51) + '\144' + chr(0b1100 + 0o131))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(1632 - 1576)))(): s0MsNWUD325O = _PA4DIEWfa5z[xafqLlk3kkUe(SXOLrMavuUCe(b'Y_1E\x8f\xee\x06n'), chr(100) + chr(0b1010110 + 0o17) + '\143' + chr(0b1000111 + 0o50) + chr(100) + '\x65')('\165' + chr(116) + chr(9116 - 9014) + chr(100 - 55) + chr(0b111000 + 0o0))] W5p3pR1AB_E2 = s0MsNWUD325O[xafqLlk3kkUe(SXOLrMavuUCe(b'IL+X\xb9\xec*I'), chr(0b1100100) + '\x65' + '\143' + chr(4760 - 4649) + chr(5823 - 5723) + chr(0b1000110 + 0o37))('\165' + chr(116) + chr(3244 - 3142) + chr(0b1010 + 0o43) + chr(0b110110 + 0o2))] if _9SIpxnkaSVI != W5p3pR1AB_E2: continue xafqLlk3kkUe(UmvGVSPOS4p5, xafqLlk3kkUe(SXOLrMavuUCe(b'xtr_\xe5\xfd$8v\x1d\xac\xea'), '\144' + '\x65' + chr(6924 - 6825) + '\157' + chr(8377 - 8277) + chr(0b1100101))(chr(0b111111 + 0o66) + chr(0b1110100) + '\x66' + chr(1815 - 1770) + chr(931 - 875)))(KKKEg620kxAT(BGpfxCxWBoyO)) vYZfH2qM89f9 = oVre8I6UXc3b.state.object_table() BFQLfZlaWz3E = MVEN8G6CxlvR() for (HTn3JlC1RoCF, VNGQdHSFPrso) in xafqLlk3kkUe(vYZfH2qM89f9, xafqLlk3kkUe(SXOLrMavuUCe(b'CD4K\x95\xc4PD@\x01\xb6\xe0'), chr(0b101011 + 0o71) + '\145' + chr(0b1011010 + 0o11) + '\157' + '\x64' + chr(9939 - 9838))('\x75' + '\x74' + '\146' + chr(175 - 130) + chr(0b101110 + 0o12)))(): GRPMnCIsLSXP = H9zaXRrGK6Cq._raylet.compute_task_id(HTn3JlC1RoCF).binary() if GRPMnCIsLSXP in UmvGVSPOS4p5: xafqLlk3kkUe(BFQLfZlaWz3E, xafqLlk3kkUe(SXOLrMavuUCe(b'xtr_\xe5\xfd$8v\x1d\xac\xea'), chr(8930 - 8830) + chr(101) + chr(0b101000 + 0o73) + chr(0b1101111) + chr(100) + chr(101))(chr(117) + '\164' + '\x66' + chr(560 - 515) + chr(0b100001 + 0o27)))(xafqLlk3kkUe(HTn3JlC1RoCF, xafqLlk3kkUe(SXOLrMavuUCe(b'oW,O\xae\xe7'), '\x64' + chr(0b1100101) + chr(6948 - 6849) + '\x6f' + '\144' + chr(101))('\165' + chr(0b110110 + 0o76) + '\x66' + chr(0b111 + 0o46) + chr(0b111000)))()) def vDpi7RnGhLJT(fb6a8SGfe8qx): return xafqLlk3kkUe(Q7QKSCqkwGfZ(fb6a8SGfe8qx), xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f[&G\xaf\xc1\x10eM \x9a\x86X{\xfa\xca'), chr(100) + '\x65' + '\x63' + chr(111) + chr(100) + chr(0b1100 + 0o131))(chr(117) + '\x74' + chr(0b1011001 + 0o15) + '\055' + chr(0b111000)))() % c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b.state, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f[&G\xaf\xc1\x00aE7\x90\xadC'), '\x64' + '\x65' + chr(497 - 398) + '\x6f' + chr(0b1100100) + chr(101))('\165' + chr(0b1001111 + 0o45) + '\x66' + chr(0b101101) + '\x38'))) TRTTdNZaQaik = [[] for VNGQdHSFPrso in vQr8gNKaIaWE(c2A0yzQpDQB3(oVre8I6UXc3b.state.redis_clients))] for GRPMnCIsLSXP in UmvGVSPOS4p5: xafqLlk3kkUe(TRTTdNZaQaik[vDpi7RnGhLJT(GRPMnCIsLSXP)], xafqLlk3kkUe(SXOLrMavuUCe(b'lN2K\xb2\xfa'), chr(100) + chr(0b1100101) + chr(0b110100 + 0o57) + chr(0b1100010 + 0o15) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b10000 + 0o144) + chr(0b101000 + 0o76) + chr(45) + chr(2937 - 2881)))(F_1EcuGCyBQa + GRPMnCIsLSXP) for SE0R0tXHwGJ6 in BFQLfZlaWz3E: xafqLlk3kkUe(TRTTdNZaQaik[vDpi7RnGhLJT(SE0R0tXHwGJ6)], xafqLlk3kkUe(SXOLrMavuUCe(b'lN2K\xb2\xfa'), chr(0b1011111 + 0o5) + chr(5221 - 5120) + '\x63' + chr(0b101001 + 0o106) + '\x64' + '\x65')(chr(0b1110101) + chr(6796 - 6680) + '\146' + chr(0b1110 + 0o37) + chr(0b111000)))(uPpLX2SRupxh + SE0R0tXHwGJ6) for syZLI10aqBdC in vQr8gNKaIaWE(c2A0yzQpDQB3(TRTTdNZaQaik)): w8H8C9ec5BO1 = TRTTdNZaQaik[syZLI10aqBdC] if c2A0yzQpDQB3(w8H8C9ec5BO1) == ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 0o10): continue TMDJWaIBikpF = oVre8I6UXc3b.state.redis_clients[syZLI10aqBdC] WUL7biDSS6pG = TMDJWaIBikpF.delete(*w8H8C9ec5BO1) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'^\t\nV\xa9\xfd\x04:F>\xa4\xb2'), '\x64' + chr(101) + '\143' + chr(8866 - 8755) + chr(100) + chr(0b0 + 0o145))(chr(11104 - 10987) + '\x74' + chr(737 - 635) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'@Q,G\xa8\xf1\x117\x0c\x00\x9b\xb4_l\xec\xc6{\xbb\x10\x93\xe9"fv\x17\x94\xd3A)9\n\x19\xc1\x88# \xeb\x8e\xb0\x99k\x1e6F\xb9\xbe\x07\x7fE$\x9b\xab\x10|\xfb\xcd6\xe0\x1f\xd6\xe9.t2D\x8e\xd7W$jQ\x01\x81'), chr(0b1100100) + chr(101) + chr(8348 - 8249) + chr(0b111111 + 0o60) + chr(0b10100 + 0o120) + chr(0b1100101))(chr(0b100000 + 0o125) + '\x74' + chr(6755 - 6653) + '\x2d' + chr(0b11001 + 0o37)), xafqLlk3kkUe(SXOLrMavuUCe(b'[\n0A\x94\xff0>|"\x9b\xb3'), chr(0b1100010 + 0o2) + '\x65' + '\x63' + '\x6f' + '\144' + '\x65')('\165' + chr(5552 - 5436) + '\x66' + chr(0b101101) + '\070'))(WUL7biDSS6pG, syZLI10aqBdC)) if WUL7biDSS6pG != c2A0yzQpDQB3(w8H8C9ec5BO1): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'z_0@\xb5\xf0\x04'), chr(0b1100100) + chr(3329 - 3228) + chr(0b1100011) + '\157' + '\x64' + chr(991 - 890))('\165' + '\x74' + chr(0b1100110) + chr(658 - 613) + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"@Q,G\xa8\xf1\x117\x0c\x14\x9f\xb0\\\x7f\xed\x82/\xafM\xc1\xe8*hdR\xc6\xcdX`8O\x10\xca\x8a0'\xfa\xdd\xe2\x93iW1\x0e\xb9\xf0\x17\x7fE7\x8d\xf9Vh\xe6\xcf{\xb2\x08\xd7\xe44'a_\x87\xc4A`1WR"), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1000010 + 0o55) + '\x64' + chr(0b1010 + 0o133))(chr(4880 - 4763) + chr(6232 - 6116) + chr(102) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'[\n0A\x94\xff0>|"\x9b\xb3'), '\144' + '\145' + chr(3759 - 3660) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\x38'))(c2A0yzQpDQB3(w8H8C9ec5BO1) - WUL7biDSS6pG, syZLI10aqBdC))
ray-project/ray
python/ray/monitor.py
Monitor.xray_driver_removed_handler
def xray_driver_removed_handler(self, unused_channel, data): """Handle a notification that a driver has been removed. Args: unused_channel: The message channel. data: The message data. """ gcs_entries = ray.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry( data, 0) driver_data = gcs_entries.Entries(0) message = ray.gcs_utils.DriverTableData.GetRootAsDriverTableData( driver_data, 0) driver_id = message.DriverId() logger.info("Monitor: " "XRay Driver {} has been removed.".format( binary_to_hex(driver_id))) self._xray_clean_up_entries_for_driver(driver_id)
python
def xray_driver_removed_handler(self, unused_channel, data): """Handle a notification that a driver has been removed. Args: unused_channel: The message channel. data: The message data. """ gcs_entries = ray.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry( data, 0) driver_data = gcs_entries.Entries(0) message = ray.gcs_utils.DriverTableData.GetRootAsDriverTableData( driver_data, 0) driver_id = message.DriverId() logger.info("Monitor: " "XRay Driver {} has been removed.".format( binary_to_hex(driver_id))) self._xray_clean_up_entries_for_driver(driver_id)
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Handle a notification that a driver has been removed. Args: unused_channel: The message channel. data: The message data.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/monitor.py#L201-L217
train
Handle a notification that a driver has been removed.
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2212) + chr(111) + '\062' + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(50) + '\x30' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b1100 + 0o47) + '\x30', 16063 - 16055), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\x33' + chr(0b1101 + 0o50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(49) + '\066', 30959 - 30951), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110 + 0o54) + chr(50) + '\060', 32693 - 32685), ehT0Px3KOsy9(chr(1639 - 1591) + chr(0b1101111) + chr(0b110011) + chr(0b110110) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\066' + chr(55), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b110100) + chr(0b100011 + 0o20), 62727 - 62719), ehT0Px3KOsy9(chr(528 - 480) + '\157' + chr(51) + chr(0b110000) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(52) + chr(49), 23747 - 23739), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x32' + chr(0b10111 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(50) + '\063' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + '\x33', 56390 - 56382), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(118 - 69) + chr(50) + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b10110 + 0o34) + chr(0b101001 + 0o14) + chr(0b1 + 0o66), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1000111 + 0o50) + chr(51) + '\x33' + '\x30', 8), ehT0Px3KOsy9(chr(2155 - 2107) + chr(0b1011110 + 0o21) + '\061' + chr(0b110110) + chr(146 - 97), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\x32' + chr(51) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2212 - 2162) + '\061' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2527 - 2416) + '\x32' + chr(0b110000) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(7066 - 6955) + chr(0b101000 + 0o12) + chr(0b110100) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1010 + 0o47) + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(733 - 622) + chr(0b101101 + 0o6) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(287 - 236) + chr(0b110010) + '\x37', 24229 - 24221), ehT0Px3KOsy9(chr(2197 - 2149) + '\157' + chr(0b110001) + '\063' + chr(499 - 450), 0o10), ehT0Px3KOsy9(chr(107 - 59) + '\x6f' + chr(0b110110) + '\x36', 1357 - 1349), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o31) + chr(0b110000) + '\065', 8), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(49) + chr(54) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2305 - 2255) + chr(0b10111 + 0o32), 0b1000), ehT0Px3KOsy9(chr(2114 - 2066) + chr(111) + chr(0b110101) + chr(0b1110 + 0o50), 52840 - 52832), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\066' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o21) + '\x31' + chr(53), 29568 - 29560), ehT0Px3KOsy9(chr(1420 - 1372) + '\x6f' + chr(0b1000 + 0o53) + '\065' + '\x33', 63795 - 63787), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\062' + '\x30' + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(738 - 690) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11466 - 11355) + chr(0b110011) + '\x32' + chr(52), 10278 - 10270), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2685 - 2632) + chr(0b110001), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(4611 - 4500) + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb'), chr(0b1100100) + '\x65' + chr(0b1011010 + 0o11) + chr(0b11 + 0o154) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + chr(1940 - 1895) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def px_2ekQ9R8kQ(oVre8I6UXc3b, pTOQtlKdt3To, ULnjp6D6efFH): jD6iNn9ztLJO = H9zaXRrGK6Cq.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry(ULnjp6D6efFH, ehT0Px3KOsy9(chr(48) + '\x6f' + '\x30', ord("\x08"))) kUmrlj1v0X9r = jD6iNn9ztLJO.Entries(ehT0Px3KOsy9('\x30' + '\157' + chr(0b101011 + 0o5), 8)) R2mbIkZzeu1B = H9zaXRrGK6Cq.gcs_utils.DriverTableData.GetRootAsDriverTableData(kUmrlj1v0X9r, ehT0Px3KOsy9(chr(48) + chr(10846 - 10735) + chr(1716 - 1668), 8)) xrb3JXGvKq_I = R2mbIkZzeu1B.DriverId() xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\xa9\xc8\xa0\x9c\xed\xf7\xc0\x9d\x8f\x9e\x8a'), '\144' + chr(0b1100101) + chr(0b100110 + 0o75) + chr(407 - 296) + chr(100) + chr(0b1010 + 0o133))('\165' + '\x74' + chr(0b100011 + 0o103) + '\055' + chr(0b1101 + 0o53)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\xf1\xee\xb1\x9d\xe1\xe2\xcd\xd7\xbb\x96\x80\xa8\xbco"\xc6\xae\x14\xea/\xf6\xf9\x80-\x7f\xa4yT \x13\x7f\x0e\x82(\x86\xed\xb7\xb1M\xfb'), chr(0b1100100) + '\145' + '\x63' + chr(11720 - 11609) + chr(0b1010100 + 0o20) + chr(9872 - 9771))(chr(117) + chr(116) + '\146' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xaa\xf2\xb7\xa1\xef\xc3\xc4\xa7\x93\xa1\x8b'), chr(3542 - 3442) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1001100 + 0o30) + chr(5740 - 5639))('\165' + '\164' + '\x66' + chr(1193 - 1148) + '\070'))(qsOY53tA0P_3(xrb3JXGvKq_I))) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\xe6\xf2\xb9\x90\xd1\xf3\x9b\x92\x82\xaa\xbe\xa4\xect5\xc1\xac\x03\xf1j\xfe\xdb\xc6*l\x88=D,\x00t\\'), chr(8385 - 8285) + chr(0b1010100 + 0o21) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(3926 - 3825))(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(56)))(xrb3JXGvKq_I)
ray-project/ray
python/ray/monitor.py
Monitor.process_messages
def process_messages(self, max_messages=10000): """Process all messages ready in the subscription channels. This reads messages from the subscription channels and calls the appropriate handlers until there are no messages left. Args: max_messages: The maximum number of messages to process before returning. """ subscribe_clients = [self.primary_subscribe_client] for subscribe_client in subscribe_clients: for _ in range(max_messages): message = subscribe_client.get_message() if message is None: # Continue on to the next subscribe client. break # Parse the message. channel = message["channel"] data = message["data"] # Determine the appropriate message handler. if channel == ray.gcs_utils.XRAY_HEARTBEAT_BATCH_CHANNEL: # Similar functionality as raylet info channel message_handler = self.xray_heartbeat_batch_handler elif channel == ray.gcs_utils.XRAY_DRIVER_CHANNEL: # Handles driver death. message_handler = self.xray_driver_removed_handler else: raise Exception("This code should be unreachable.") # Call the handler. message_handler(channel, data)
python
def process_messages(self, max_messages=10000): """Process all messages ready in the subscription channels. This reads messages from the subscription channels and calls the appropriate handlers until there are no messages left. Args: max_messages: The maximum number of messages to process before returning. """ subscribe_clients = [self.primary_subscribe_client] for subscribe_client in subscribe_clients: for _ in range(max_messages): message = subscribe_client.get_message() if message is None: # Continue on to the next subscribe client. break # Parse the message. channel = message["channel"] data = message["data"] # Determine the appropriate message handler. if channel == ray.gcs_utils.XRAY_HEARTBEAT_BATCH_CHANNEL: # Similar functionality as raylet info channel message_handler = self.xray_heartbeat_batch_handler elif channel == ray.gcs_utils.XRAY_DRIVER_CHANNEL: # Handles driver death. message_handler = self.xray_driver_removed_handler else: raise Exception("This code should be unreachable.") # Call the handler. message_handler(channel, data)
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Process all messages ready in the subscription channels. This reads messages from the subscription channels and calls the appropriate handlers until there are no messages left. Args: max_messages: The maximum number of messages to process before returning.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/monitor.py#L219-L252
train
This function reads all messages from the subscription channels and calls the appropriate handlers.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b101101 + 0o3), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\064' + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(51) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110011 + 0o1) + chr(0b10010 + 0o37), 13135 - 13127), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(49) + '\x31' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b101111 + 0o7), 28726 - 28718), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\063', 0o10), ehT0Px3KOsy9(chr(526 - 478) + chr(0b110100 + 0o73) + chr(185 - 135) + chr(1735 - 1683) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x35' + '\x34', 31007 - 30999), ehT0Px3KOsy9(chr(48) + chr(10804 - 10693) + chr(2140 - 2089) + chr(0b101111 + 0o3) + '\x30', 17079 - 17071), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + chr(662 - 611) + chr(48) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(2152 - 2101) + chr(1927 - 1874), ord("\x08")), ehT0Px3KOsy9(chr(1578 - 1530) + chr(9039 - 8928) + '\062' + chr(2091 - 2040) + chr(0b101111 + 0o2), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\065' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(51) + chr(1867 - 1819) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\x35' + chr(0b110000), 30812 - 30804), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\061' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(950 - 902) + chr(0b1101111) + '\062' + chr(48) + '\x36', 28741 - 28733), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110101) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2264 - 2215) + chr(49) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1183 - 1134) + '\x31' + chr(253 - 198), 8), ehT0Px3KOsy9('\x30' + chr(11872 - 11761) + '\x31' + '\x33' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(51) + chr(53) + chr(0b110000), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110011) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101101 + 0o102) + chr(0b110001) + chr(51) + chr(0b11101 + 0o23), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(53) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9741 - 9630) + chr(0b11100 + 0o25) + '\065' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1687 - 1637) + '\061' + '\x37', 0o10), ehT0Px3KOsy9(chr(150 - 102) + '\157' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b101 + 0o54) + chr(2253 - 2203), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o52) + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2010 - 1955) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(1590 - 1541) + chr(848 - 799), 20912 - 20904), ehT0Px3KOsy9(chr(0b110000) + chr(0b10110 + 0o131) + '\x32' + '\x31' + chr(1172 - 1124), ord("\x08")), ehT0Px3KOsy9(chr(1984 - 1936) + chr(498 - 387) + chr(49) + chr(0b110111) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1100 + 0o46) + chr(0b110011) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b11111 + 0o25) + chr(0b110000), 41427 - 41419)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x35' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), chr(0b11111 + 0o105) + chr(0b1001 + 0o134) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(2957 - 2840) + chr(11739 - 11623) + chr(8385 - 8283) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def cWatzuFYMRxs(oVre8I6UXc3b, v_5HG4RyTGMX=ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\063' + '\064' + '\062' + '\x30', 4675 - 4667)): lKhpo5Uda2B1 = [oVre8I6UXc3b.primary_subscribe_client] for LojZcKhjToVq in lKhpo5Uda2B1: for VNGQdHSFPrso in vQr8gNKaIaWE(v_5HG4RyTGMX): R2mbIkZzeu1B = LojZcKhjToVq.get_message() if R2mbIkZzeu1B is None: break dT44mTcZ2_e6 = R2mbIkZzeu1B[xafqLlk3kkUe(SXOLrMavuUCe(b's\xce=\x0f#{w'), chr(1517 - 1417) + chr(101) + '\x63' + '\157' + '\x64' + '\145')('\x75' + '\164' + chr(0b101101 + 0o71) + chr(1054 - 1009) + '\070')] ULnjp6D6efFH = R2mbIkZzeu1B[xafqLlk3kkUe(SXOLrMavuUCe(b't\xc7(\x00'), chr(100) + chr(0b1100101) + chr(4611 - 4512) + '\x6f' + chr(0b1100100) + chr(0b11010 + 0o113))(chr(937 - 820) + chr(3414 - 3298) + '\146' + chr(85 - 40) + chr(56))] if dT44mTcZ2_e6 == xafqLlk3kkUe(H9zaXRrGK6Cq.gcs_utils, xafqLlk3kkUe(SXOLrMavuUCe(b'H\xf4\x1d8\x12V^\xe0>\x84\x80\xd8\xd8x\x99\xaas\xd8\xc5!\x10\x0c\x12\xa9\xd1\x16h!'), chr(4751 - 4651) + chr(0b1010000 + 0o25) + '\143' + chr(0b1101111) + chr(0b1011010 + 0o12) + chr(861 - 760))(chr(117) + '\x74' + chr(0b1100110) + chr(0b10100 + 0o31) + chr(0b111000))): YNSNGvbWvdux = oVre8I6UXc3b.xray_heartbeat_batch_handler elif dT44mTcZ2_e6 == xafqLlk3kkUe(H9zaXRrGK6Cq.gcs_utils, xafqLlk3kkUe(SXOLrMavuUCe(b'H\xf4\x1d8\x12ZI\xe8:\x95\x90\xc2\xdad\x87\xa6|\xc9\xca'), chr(0b1100100) + chr(2361 - 2260) + '\x63' + '\157' + chr(100) + chr(8564 - 8463))(chr(0b1001010 + 0o53) + chr(116) + '\x66' + chr(482 - 437) + chr(0b111000))): YNSNGvbWvdux = oVre8I6UXc3b.xray_driver_removed_handler else: raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b'D\xce5\x12m}t\xc5\t\xf0\xb1\xf5\xf6Y\xaa\x8c\x12\xee\xe3I:!(\x8d\xfe;E\x0c\xedj\xef\xb6'), chr(100) + chr(0b111 + 0o136) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + chr(116) + '\146' + chr(0b101101) + '\070')) YNSNGvbWvdux(dT44mTcZ2_e6, ULnjp6D6efFH)
ray-project/ray
python/ray/monitor.py
Monitor._maybe_flush_gcs
def _maybe_flush_gcs(self): """Experimental: issue a flush request to the GCS. The purpose of this feature is to control GCS memory usage. To activate this feature, Ray must be compiled with the flag RAY_USE_NEW_GCS set, and Ray must be started at run time with the flag as well. """ if not self.issue_gcs_flushes: return if self.gcs_flush_policy is None: serialized = self.redis.get("gcs_flushing_policy") if serialized is None: # Client has not set any policy; by default flushing is off. return self.gcs_flush_policy = pickle.loads(serialized) if not self.gcs_flush_policy.should_flush(self.redis_shard): return max_entries_to_flush = self.gcs_flush_policy.num_entries_to_flush() num_flushed = self.redis_shard.execute_command( "HEAD.FLUSH {}".format(max_entries_to_flush)) logger.info("Monitor: num_flushed {}".format(num_flushed)) # This flushes event log and log files. ray.experimental.flush_redis_unsafe(self.redis) self.gcs_flush_policy.record_flush()
python
def _maybe_flush_gcs(self): """Experimental: issue a flush request to the GCS. The purpose of this feature is to control GCS memory usage. To activate this feature, Ray must be compiled with the flag RAY_USE_NEW_GCS set, and Ray must be started at run time with the flag as well. """ if not self.issue_gcs_flushes: return if self.gcs_flush_policy is None: serialized = self.redis.get("gcs_flushing_policy") if serialized is None: # Client has not set any policy; by default flushing is off. return self.gcs_flush_policy = pickle.loads(serialized) if not self.gcs_flush_policy.should_flush(self.redis_shard): return max_entries_to_flush = self.gcs_flush_policy.num_entries_to_flush() num_flushed = self.redis_shard.execute_command( "HEAD.FLUSH {}".format(max_entries_to_flush)) logger.info("Monitor: num_flushed {}".format(num_flushed)) # This flushes event log and log files. ray.experimental.flush_redis_unsafe(self.redis) self.gcs_flush_policy.record_flush()
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Experimental: issue a flush request to the GCS. The purpose of this feature is to control GCS memory usage. To activate this feature, Ray must be compiled with the flag RAY_USE_NEW_GCS set, and Ray must be started at run time with the flag as well.
[ "Experimental", ":", "issue", "a", "flush", "request", "to", "the", "GCS", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/monitor.py#L264-L293
train
Internal method to flush GCS memory.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10000 + 0o43) + '\065' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11000 + 0o33) + chr(49) + chr(0b100010 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(1576 - 1527) + chr(48) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b110101) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1034 - 986) + chr(0b10011 + 0o134) + '\061' + chr(0b1111 + 0o47) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(474 - 363) + chr(50) + chr(0b100111 + 0o17) + chr(48), 693 - 685), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100100 + 0o22), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b1100 + 0o53), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(919 - 865) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10406 - 10295) + '\061' + '\x34' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\066' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(1875 - 1764) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1236 - 1185) + chr(0b110011) + chr(54), 2975 - 2967), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110100) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1034 - 986) + chr(111) + chr(1749 - 1699) + '\x37' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4917 - 4806) + chr(0b110001) + chr(1621 - 1572) + chr(0b101000 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(48) + chr(0b10001 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b110000) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9947 - 9836) + '\x32', 50245 - 50237), ehT0Px3KOsy9('\060' + '\157' + chr(0b10100 + 0o36) + chr(286 - 238) + '\x37', 47882 - 47874), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1900 - 1849) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(52) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\x31' + chr(338 - 288) + chr(0b10100 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(1010 - 956) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\x33' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\x32' + '\066' + chr(48), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1634 - 1584) + chr(0b110010) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + chr(575 - 520), 0o10), ehT0Px3KOsy9(chr(315 - 267) + '\x6f' + chr(0b110001) + '\x37' + chr(0b0 + 0o65), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7020 - 6909) + '\061' + chr(0b1111 + 0o42) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b1001 + 0o55) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100000 + 0o23) + chr(754 - 702) + chr(0b110001), 6741 - 6733), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100111 + 0o13) + chr(54) + '\x35', 8), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(0b1101 + 0o46) + chr(0b11111 + 0o26) + chr(0b10100 + 0o41), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(2696 - 2643), 51436 - 51428), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b111000 + 0o67) + chr(0b110011) + '\x35' + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(147 - 96), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(1394 - 1340) + chr(0b110100), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + '\065' + '\060', 17890 - 17882)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), chr(7941 - 7841) + '\x65' + chr(0b1000000 + 0o43) + chr(111) + chr(9706 - 9606) + chr(3228 - 3127))('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(2160 - 2104)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def QrJ1kleza0Cb(oVre8I6UXc3b): if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xbb3Y\x13\xefal\x809\xd3h\xab\xd4\xd7-<'), '\144' + chr(8361 - 8260) + chr(0b1010111 + 0o14) + chr(111) + '\144' + '\145')('\165' + chr(1731 - 1615) + chr(0b1001110 + 0o30) + chr(1167 - 1122) + chr(56))): return if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xab3s\x10\xdcs|\x9b9\xc5k\xb2\xce\xdc1'), chr(0b1010100 + 0o20) + '\145' + chr(99) + chr(0b101101 + 0o102) + chr(100) + '\x65')(chr(0b1110101) + chr(12914 - 12798) + chr(7149 - 7047) + chr(590 - 545) + chr(0b111000))) is None: _8xRn8xo59Yl = oVre8I6UXc3b.redis.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xab3s\x10\xdcs|\x9b\x0f\xdbc\x81\xd7\xd0$&e;'), '\x64' + chr(0b1100101) + '\143' + chr(111) + chr(0b100 + 0o140) + chr(0b1011 + 0o132))(chr(0b1110100 + 0o1) + chr(9067 - 8951) + chr(8713 - 8611) + chr(45) + '\x38')) if _8xRn8xo59Yl is None: return oVre8I6UXc3b.xtyGXMgjhlHs = b1Ng5DsPF9ZY.loads(_8xRn8xo59Yl) if not xafqLlk3kkUe(oVre8I6UXc3b.gcs_flush_policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xa0/Y\x1a\xd4Yi\x9f\x13\xc6l'), '\x64' + chr(3685 - 3584) + '\x63' + '\x6f' + '\x64' + '\145')(chr(0b1001 + 0o154) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xad$E\x05\xefug\x92\x14\xd1'), chr(0b101010 + 0o72) + chr(8564 - 8463) + '\x63' + chr(111) + '\x64' + chr(5607 - 5506))('\165' + '\164' + chr(102) + chr(0b101101) + '\x38'))): return ic2QS3AkvruN = oVre8I6UXc3b.gcs_flush_policy.num_entries_to_flush() bPNiGkPyDb_o = oVre8I6UXc3b.redis_shard.execute_command(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\x8d\x01hX\xf6JZ\xa0.\x95\x7f\xa3'), '\144' + chr(101) + chr(99) + chr(0b10011 + 0o134) + chr(100) + '\x65')(chr(0b1110101) + chr(2164 - 2048) + chr(0b1100110) + chr(0b11011 + 0o22) + '\070').V4roHaS3Ppej(ic2QS3AkvruN)) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\xff\x08T\x03\xd3a8\x99\n\xefo'), chr(0b1100100) + '\145' + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(117) + '\x74' + chr(102) + '\x2d' + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xa7.E\x02\xdft5\xd3\x08\xc0i\x81\xc1\xd3=<n\'\xe2"\xfc\xa1'), chr(0b100101 + 0o77) + chr(0b111111 + 0o46) + chr(99) + chr(111) + chr(0b100 + 0o140) + chr(0b11101 + 0o110))(chr(117) + chr(6096 - 5980) + '\x66' + '\x2d' + chr(0b101100 + 0o14)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\xfc2C>\xd1U<\xa3\x16\xd0n'), chr(100) + '\145' + chr(0b1100011) + chr(111) + chr(0b111101 + 0o47) + '\145')('\x75' + chr(12191 - 12075) + '\x66' + '\055' + chr(56)))(bPNiGkPyDb_o)) xafqLlk3kkUe(H9zaXRrGK6Cq.experimental, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xa45_\x1e\xeftj\x97\x0f\xc6[\xab\xc9\xcc))c'), chr(100) + '\145' + chr(5153 - 5054) + chr(0b110110 + 0o71) + chr(0b1100100) + chr(9147 - 9046))('\165' + '\164' + '\146' + chr(0b101101) + chr(2434 - 2378)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xad$E\x05'), chr(100) + chr(0b1100010 + 0o3) + '\143' + chr(111) + '\144' + chr(101))('\x75' + chr(12477 - 12361) + chr(7288 - 7186) + '\x2d' + chr(56)))) xafqLlk3kkUe(oVre8I6UXc3b.gcs_flush_policy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xad#C\x04\xd4Yi\x9f\x13\xc6l'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(9987 - 9876) + chr(0b1011111 + 0o5) + chr(101))(chr(12513 - 12396) + '\x74' + chr(102) + chr(45) + chr(2767 - 2711)))()
ray-project/ray
python/ray/monitor.py
Monitor.run
def run(self): """Run the monitor. This function loops forever, checking for messages about dead database clients and cleaning up state accordingly. """ # Initialize the subscription channel. self.subscribe(ray.gcs_utils.XRAY_HEARTBEAT_BATCH_CHANNEL) self.subscribe(ray.gcs_utils.XRAY_DRIVER_CHANNEL) # TODO(rkn): If there were any dead clients at startup, we should clean # up the associated state in the state tables. # Handle messages from the subscription channels. while True: # Update the mapping from raylet client ID to IP address. # This is only used to update the load metrics for the autoscaler. self.update_raylet_map() # Process autoscaling actions if self.autoscaler: self.autoscaler.update() self._maybe_flush_gcs() # Process a round of messages. self.process_messages() # Wait for a heartbeat interval before processing the next round of # messages. time.sleep(ray._config.heartbeat_timeout_milliseconds() * 1e-3)
python
def run(self): """Run the monitor. This function loops forever, checking for messages about dead database clients and cleaning up state accordingly. """ # Initialize the subscription channel. self.subscribe(ray.gcs_utils.XRAY_HEARTBEAT_BATCH_CHANNEL) self.subscribe(ray.gcs_utils.XRAY_DRIVER_CHANNEL) # TODO(rkn): If there were any dead clients at startup, we should clean # up the associated state in the state tables. # Handle messages from the subscription channels. while True: # Update the mapping from raylet client ID to IP address. # This is only used to update the load metrics for the autoscaler. self.update_raylet_map() # Process autoscaling actions if self.autoscaler: self.autoscaler.update() self._maybe_flush_gcs() # Process a round of messages. self.process_messages() # Wait for a heartbeat interval before processing the next round of # messages. time.sleep(ray._config.heartbeat_timeout_milliseconds() * 1e-3)
[ "def", "run", "(", "self", ")", ":", "# Initialize the subscription channel.", "self", ".", "subscribe", "(", "ray", ".", "gcs_utils", ".", "XRAY_HEARTBEAT_BATCH_CHANNEL", ")", "self", ".", "subscribe", "(", "ray", ".", "gcs_utils", ".", "XRAY_DRIVER_CHANNEL", ")", "# TODO(rkn): If there were any dead clients at startup, we should clean", "# up the associated state in the state tables.", "# Handle messages from the subscription channels.", "while", "True", ":", "# Update the mapping from raylet client ID to IP address.", "# This is only used to update the load metrics for the autoscaler.", "self", ".", "update_raylet_map", "(", ")", "# Process autoscaling actions", "if", "self", ".", "autoscaler", ":", "self", ".", "autoscaler", ".", "update", "(", ")", "self", ".", "_maybe_flush_gcs", "(", ")", "# Process a round of messages.", "self", ".", "process_messages", "(", ")", "# Wait for a heartbeat interval before processing the next round of", "# messages.", "time", ".", "sleep", "(", "ray", ".", "_config", ".", "heartbeat_timeout_milliseconds", "(", ")", "*", "1e-3", ")" ]
Run the monitor. This function loops forever, checking for messages about dead database clients and cleaning up state accordingly.
[ "Run", "the", "monitor", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/monitor.py#L295-L325
train
This function loops forever checking for dead database entries and processing them.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(9499 - 9388) + chr(0b10111 + 0o32) + chr(0b100101 + 0o15) + '\060', 0b1000), ehT0Px3KOsy9(chr(2187 - 2139) + '\157' + chr(0b110011) + '\x33' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(2341 - 2287) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(206 - 156) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(9781 - 9670) + '\x32' + '\064' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\062' + chr(0b101101 + 0o11), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1936 - 1887) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(52), 34680 - 34672), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(2222 - 2174), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + '\x31' + chr(752 - 701) + '\063', 61267 - 61259), ehT0Px3KOsy9(chr(0b110000) + chr(3921 - 3810) + chr(0b10101 + 0o35) + '\x30', 8), ehT0Px3KOsy9(chr(1648 - 1600) + '\x6f' + chr(0b10110 + 0o33) + chr(52) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1012 - 960) + chr(0b100111 + 0o12), 0b1000), ehT0Px3KOsy9(chr(1927 - 1879) + '\157' + '\x33' + chr(503 - 451) + chr(0b100110 + 0o12), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + chr(1309 - 1258), 54770 - 54762), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\x34' + chr(0b110100), 11472 - 11464), ehT0Px3KOsy9(chr(909 - 861) + chr(514 - 403) + '\064' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + chr(0b110001) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b10011 + 0o134) + chr(0b1010 + 0o47) + chr(52) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\065' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\065', 42371 - 42363), ehT0Px3KOsy9('\x30' + chr(111) + chr(1167 - 1116) + chr(885 - 833) + chr(0b1111 + 0o41), 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110 + 0o54) + '\x32' + chr(495 - 447), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b10101 + 0o34) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\064' + chr(1102 - 1054), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(52 - 3) + chr(0b110000) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7501 - 7390) + chr(0b10001 + 0o42) + chr(0b110110) + chr(0b100011 + 0o16), 2691 - 2683), ehT0Px3KOsy9(chr(572 - 524) + '\x6f' + '\x37' + '\066', 39926 - 39918), ehT0Px3KOsy9(chr(2265 - 2217) + '\x6f' + '\062' + chr(0b111 + 0o52) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(2058 - 2010) + chr(0b1101111) + chr(0b1111 + 0o43) + chr(0b110001) + chr(0b11000 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b0 + 0o62) + '\066' + '\x37', 37869 - 37861), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(51) + chr(1289 - 1236), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b10101 + 0o42) + chr(0b110011), 9597 - 9589), ehT0Px3KOsy9(chr(984 - 936) + chr(0b1101111) + chr(0b110011) + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(615 - 504) + '\061' + '\x37' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(50) + '\x33' + chr(0b101000 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11779 - 11668) + chr(0b110100) + '\067', 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\067' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + chr(0b110011) + chr(0b110 + 0o61) + chr(990 - 941), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(9025 - 8914) + chr(1401 - 1348) + chr(48), 60192 - 60184)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'~'), chr(0b1000011 + 0o41) + chr(0b1100101) + '\143' + chr(11085 - 10974) + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + chr(2596 - 2540)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def sgt5BU61bwZ2(oVre8I6UXc3b): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xab\x15d\xc5\xe4afu'), chr(100) + '\145' + '\x63' + chr(111) + chr(100) + chr(6479 - 6378))('\165' + chr(0b1010100 + 0o40) + chr(0b101011 + 0o73) + '\x2d' + '\070'))(xafqLlk3kkUe(H9zaXRrGK6Cq.gcs_utils, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x8c6N\xf9\xdeMEB\x0fR$`\xb4dffXH/\xf3F\xa8\xd1\xc3n\x06\xbd'), chr(100) + chr(0b1111 + 0o126) + '\x63' + chr(111) + chr(0b111011 + 0o51) + '\145')(chr(117) + '\x74' + '\x66' + chr(0b101101) + '\070'))) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xab\x15d\xc5\xe4afu'), '\144' + chr(0b1100101) + '\x63' + '\157' + '\x64' + '\145')(chr(5811 - 5694) + chr(0b1110100) + chr(2998 - 2896) + chr(0b1000 + 0o45) + chr(0b111000)))(xafqLlk3kkUe(H9zaXRrGK6Cq.gcs_utils, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x8c6N\xf9\xd2ZMF\x1eB>b\xa8zjiIG'), '\x64' + '\145' + chr(0b1100010 + 0o1) + '\157' + chr(8064 - 7964) + chr(101))(chr(0b11000 + 0o135) + chr(0b1000111 + 0o55) + '\146' + chr(0b11011 + 0o22) + chr(0b111000)))) while ehT0Px3KOsy9(chr(1196 - 1148) + chr(0b1101111) + '\x31', 0o10): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\xae\x13v\xd2\xf3Wvq"|\x04U\xbfVEW'), chr(0b1100100) + chr(0b1100101) + chr(1539 - 1440) + chr(0b110100 + 0o73) + chr(3701 - 3601) + chr(101))(chr(0b1110101) + '\x74' + '\x66' + chr(734 - 689) + chr(0b11101 + 0o33)))() if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'1\xab\x03x\xd5\xf5ihu)'), '\x64' + chr(0b101100 + 0o71) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\x65')('\165' + chr(0b1110100) + chr(0b1010011 + 0o23) + '\x2d' + '\x38')): xafqLlk3kkUe(oVre8I6UXc3b.autoscaler, xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xaa6R\xcf\xd8BjiouQ'), chr(9894 - 9794) + chr(1946 - 1845) + chr(99) + '\x6f' + chr(0b1001110 + 0o26) + '\x65')(chr(3025 - 2908) + chr(116) + chr(0b1000011 + 0o43) + '\055' + chr(56)))() xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xb3\x16n\xc4\xf3Wb|.c\t~\x87XW'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1001000 + 0o35))(chr(7243 - 7126) + chr(116) + '\146' + '\055' + chr(0b10100 + 0o44)))() xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xac\x18t\xc3\xe5{[}>c\x12@\x87^W'), chr(9839 - 9739) + chr(4643 - 4542) + chr(0b1100010 + 0o1) + chr(10821 - 10710) + chr(100) + '\145')(chr(11257 - 11140) + chr(10860 - 10744) + chr(102) + '\x2d' + '\x38'))() xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb2\x12r\xd6'), chr(100) + chr(0b1011000 + 0o15) + chr(1726 - 1627) + chr(0b1101111) + chr(9078 - 8978) + '\145')('\165' + chr(9557 - 9441) + chr(102) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(H9zaXRrGK6Cq._config, xafqLlk3kkUe(SXOLrMavuUCe(b'8\xbb\x16e\xd2\xf4med\x04d\x08L\x85TQSSf\x0e\xc0i\x89\xe3\xe8C,\x9fZ\xfa'), chr(0b1010010 + 0o22) + chr(101) + '\143' + chr(0b1011010 + 0o25) + chr(0b1100100) + chr(332 - 231))('\165' + chr(116) + chr(102) + chr(295 - 250) + chr(2158 - 2102)))() * 0.001)
ray-project/ray
python/ray/tune/automlboard/frontend/view.py
index
def index(request): """View for the home page.""" recent_jobs = JobRecord.objects.order_by("-start_time")[0:100] recent_trials = TrialRecord.objects.order_by("-start_time")[0:500] total_num = len(recent_trials) running_num = sum(t.trial_status == Trial.RUNNING for t in recent_trials) success_num = sum( t.trial_status == Trial.TERMINATED for t in recent_trials) failed_num = sum(t.trial_status == Trial.ERROR for t in recent_trials) job_records = [] for recent_job in recent_jobs: job_records.append(get_job_info(recent_job)) context = { "log_dir": AUTOMLBOARD_LOG_DIR, "reload_interval": AUTOMLBOARD_RELOAD_INTERVAL, "recent_jobs": job_records, "job_num": len(job_records), "trial_num": total_num, "running_num": running_num, "success_num": success_num, "failed_num": failed_num } return render(request, "index.html", context)
python
def index(request): """View for the home page.""" recent_jobs = JobRecord.objects.order_by("-start_time")[0:100] recent_trials = TrialRecord.objects.order_by("-start_time")[0:500] total_num = len(recent_trials) running_num = sum(t.trial_status == Trial.RUNNING for t in recent_trials) success_num = sum( t.trial_status == Trial.TERMINATED for t in recent_trials) failed_num = sum(t.trial_status == Trial.ERROR for t in recent_trials) job_records = [] for recent_job in recent_jobs: job_records.append(get_job_info(recent_job)) context = { "log_dir": AUTOMLBOARD_LOG_DIR, "reload_interval": AUTOMLBOARD_RELOAD_INTERVAL, "recent_jobs": job_records, "job_num": len(job_records), "trial_num": total_num, "running_num": running_num, "success_num": success_num, "failed_num": failed_num } return render(request, "index.html", context)
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View for the home page.
[ "View", "for", "the", "home", "page", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/frontend/view.py#L17-L41
train
View for the home page.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2107 - 2059) + chr(4428 - 4317) + '\x31' + chr(0b110110) + chr(0b100110 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1 + 0o62) + chr(0b110000) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + chr(0b10000 + 0o45), 34845 - 34837), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b10011 + 0o40) + '\x31' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(1006 - 956) + chr(0b110100) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1614 - 1564) + chr(0b110000) + chr(434 - 384), 45447 - 45439), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1557 - 1508) + chr(52), 7676 - 7668), ehT0Px3KOsy9('\x30' + '\157' + chr(2161 - 2108) + chr(0b11 + 0o63), 41536 - 41528), ehT0Px3KOsy9(chr(48) + chr(111) + chr(722 - 673) + chr(0b10001 + 0o43) + chr(0b110000), 36488 - 36480), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + '\x33' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b10 + 0o155) + '\063' + '\066' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(8105 - 7994) + chr(0b111 + 0o54) + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(50) + chr(54), 62051 - 62043), ehT0Px3KOsy9(chr(1740 - 1692) + chr(111) + chr(0b1001 + 0o50) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(1912 - 1861) + chr(0b110000 + 0o5), 0o10), ehT0Px3KOsy9('\060' + chr(1652 - 1541) + chr(2559 - 2508) + chr(2622 - 2569) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1540 - 1489) + '\x32' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\061' + '\061' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(11255 - 11144) + chr(800 - 747) + '\x31', 59160 - 59152), ehT0Px3KOsy9('\x30' + chr(8364 - 8253) + chr(0b110010) + '\x30' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o43) + chr(54) + '\061', 0o10), ehT0Px3KOsy9(chr(339 - 291) + chr(0b1011000 + 0o27) + '\064' + chr(0b110000), 458 - 450), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(575 - 523) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1878 - 1828) + chr(2400 - 2351) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x32' + chr(0b110000) + chr(0b10111 + 0o35), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + '\063' + '\062' + chr(1273 - 1223), 48737 - 48729), ehT0Px3KOsy9(chr(48) + chr(8271 - 8160) + chr(0b110111) + chr(0b100001 + 0o21), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(53) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(5396 - 5285) + '\x31' + chr(1384 - 1335) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10647 - 10536) + chr(2241 - 2191) + '\063' + chr(0b100 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x33' + '\x36', 4308 - 4300), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(6396 - 6285) + chr(0b110010) + '\x31' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(800 - 752) + chr(0b111100 + 0o63) + chr(0b110001) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110010 + 0o1), 0o10), ehT0Px3KOsy9(chr(214 - 166) + chr(0b1101111) + '\x33' + chr(0b10000 + 0o40) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7531 - 7420) + '\061' + chr(0b110100) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(48) + chr(2301 - 2246), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1948 - 1900) + chr(111) + chr(69 - 16) + '\x30', 65272 - 65264)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'['), chr(0b1100100) + chr(101) + chr(7738 - 7639) + chr(0b1101111) + chr(0b1100100) + '\145')('\165' + '\x74' + chr(7788 - 7686) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def XdowRbJKZWL9(r9Xp41HGNpwj): meTtlkWPdQo9 = W7kCA761frwi.objects.order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'X\xb3I\xa9\xd1\xf6SZ\twN'), chr(0b1100100) + chr(8462 - 8361) + chr(0b1100011) + '\x6f' + chr(0b1010011 + 0o21) + '\145')('\165' + '\164' + '\146' + chr(45) + '\070'))[ehT0Px3KOsy9('\060' + chr(1051 - 940) + chr(0b110000), 0b1000):ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(2642 - 2590) + chr(0b110100), 281 - 273)] PvvgJnjwc0MP = nGEagzBC6rVy.objects.order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'X\xb3I\xa9\xd1\xf6SZ\twN'), chr(0b1011 + 0o131) + '\145' + chr(9076 - 8977) + '\x6f' + chr(0b11 + 0o141) + chr(2763 - 2662))(chr(117) + '\164' + '\146' + chr(317 - 272) + '\x38'))[ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(2087 - 2039), 8):ehT0Px3KOsy9(chr(489 - 441) + chr(0b101001 + 0o106) + chr(55) + chr(1861 - 1807) + chr(0b1011 + 0o51), 0o10)] _X_2A3jKJLHF = c2A0yzQpDQB3(PvvgJnjwc0MP) a9mG2p7KaBtZ = xkxBmo49x2An((YeT3l7JgTbWR.trial_status == bKgNCjeVNupv.RUNNING for YeT3l7JgTbWR in PvvgJnjwc0MP)) xwgEvi6x98j0 = xkxBmo49x2An((YeT3l7JgTbWR.trial_status == bKgNCjeVNupv.TERMINATED for YeT3l7JgTbWR in PvvgJnjwc0MP)) YRLcWrC3A4Vy = xkxBmo49x2An((YeT3l7JgTbWR.trial_status == bKgNCjeVNupv.ERROR for YeT3l7JgTbWR in PvvgJnjwc0MP)) Y8VLarTKK1SU = [] for yXUKqgzqgHS5 in meTtlkWPdQo9: xafqLlk3kkUe(Y8VLarTKK1SU, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xb0M\xad\xcd\xe6'), '\x64' + chr(0b110010 + 0o63) + '\x63' + chr(0b1100000 + 0o17) + chr(0b1100100) + chr(0b1010011 + 0o22))('\x75' + chr(0b101000 + 0o114) + chr(0b1100110) + '\x2d' + '\070'))(BRF5midZnji6(yXUKqgzqgHS5)) vUUG4_3aIqQC = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xafZ\x97\xc7\xeb~'), '\144' + '\145' + '\x63' + chr(0b1101111) + chr(0b100010 + 0o102) + chr(0b1001110 + 0o27))('\165' + '\164' + chr(10104 - 10002) + chr(0b101011 + 0o2) + chr(0b100 + 0o64)): IVtbFSW59QEZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xa5Q\xa7\xc2\xe6SG\x0enN\x87\xa3\xb7`'), chr(0b1100100) + chr(9506 - 9405) + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(0b100000 + 0o104) + chr(101))(chr(8497 - 8380) + chr(0b1110100) + chr(0b1100101 + 0o1) + chr(0b10101 + 0o30) + chr(0b111000)): sUFazXgCs1EJ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xa5^\xad\xcd\xf6SD\x0fxX'), '\144' + chr(101) + chr(9786 - 9687) + chr(0b1001111 + 0o40) + chr(3779 - 3679) + '\145')(chr(117) + '\x74' + chr(0b111001 + 0o55) + chr(328 - 283) + '\070'): Y8VLarTKK1SU, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xaf_\x97\xcd\xf7a'), chr(0b1100100) + chr(101) + chr(0b10 + 0o141) + chr(111) + chr(100) + chr(0b1100101))(chr(9614 - 9497) + '\164' + chr(913 - 811) + chr(0b101101) + chr(56)): c2A0yzQpDQB3(Y8VLarTKK1SU), xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xb2T\xa9\xcf\xddb[\r'), '\144' + chr(101) + chr(99) + chr(5283 - 5172) + chr(100) + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + chr(947 - 902) + '\070'): _X_2A3jKJLHF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xb5S\xa6\xca\xeckq\x0eoF'), chr(0b1100100) + chr(0b1010110 + 0o17) + '\143' + '\x6f' + chr(0b1011101 + 0o7) + '\145')('\165' + chr(3346 - 3230) + chr(0b1100110) + '\x2d' + chr(0b100000 + 0o30)): a9mG2p7KaBtZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xb5^\xab\xc6\xf1\x7fq\x0eoF'), chr(0b110000 + 0o64) + chr(0b1100101) + '\x63' + chr(4282 - 4171) + '\144' + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070'): xwgEvi6x98j0, xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\xa1T\xa4\xc6\xe6S@\x15w'), chr(8671 - 8571) + chr(101) + chr(99) + chr(0b1101111) + chr(100) + chr(2742 - 2641))(chr(0b100111 + 0o116) + chr(0b1100 + 0o150) + '\x66' + '\x2d' + chr(1222 - 1166)): YRLcWrC3A4Vy} return FiOZyBdc1c0B(r9Xp41HGNpwj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\xaeY\xad\xdb\xacdZ\rv'), '\144' + '\x65' + chr(5471 - 5372) + chr(4246 - 4135) + '\x64' + '\x65')(chr(11360 - 11243) + '\164' + chr(102) + '\055' + '\x38'), vUUG4_3aIqQC)
ray-project/ray
python/ray/tune/automlboard/frontend/view.py
job
def job(request): """View for a single job.""" job_id = request.GET.get("job_id") recent_jobs = JobRecord.objects.order_by("-start_time")[0:100] recent_trials = TrialRecord.objects \ .filter(job_id=job_id) \ .order_by("-start_time") trial_records = [] for recent_trial in recent_trials: trial_records.append(get_trial_info(recent_trial)) current_job = JobRecord.objects \ .filter(job_id=job_id) \ .order_by("-start_time")[0] if len(trial_records) > 0: param_keys = trial_records[0]["params"].keys() else: param_keys = [] # TODO: support custom metrics here metric_keys = ["episode_reward", "accuracy", "loss"] context = { "current_job": get_job_info(current_job), "recent_jobs": recent_jobs, "recent_trials": trial_records, "param_keys": param_keys, "param_num": len(param_keys), "metric_keys": metric_keys, "metric_num": len(metric_keys) } return render(request, "job.html", context)
python
def job(request): """View for a single job.""" job_id = request.GET.get("job_id") recent_jobs = JobRecord.objects.order_by("-start_time")[0:100] recent_trials = TrialRecord.objects \ .filter(job_id=job_id) \ .order_by("-start_time") trial_records = [] for recent_trial in recent_trials: trial_records.append(get_trial_info(recent_trial)) current_job = JobRecord.objects \ .filter(job_id=job_id) \ .order_by("-start_time")[0] if len(trial_records) > 0: param_keys = trial_records[0]["params"].keys() else: param_keys = [] # TODO: support custom metrics here metric_keys = ["episode_reward", "accuracy", "loss"] context = { "current_job": get_job_info(current_job), "recent_jobs": recent_jobs, "recent_trials": trial_records, "param_keys": param_keys, "param_num": len(param_keys), "metric_keys": metric_keys, "metric_num": len(metric_keys) } return render(request, "job.html", context)
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View for a single job.
[ "View", "for", "a", "single", "job", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/frontend/view.py#L44-L74
train
View for a single job.
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1557), 14709 - 14701), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10110 + 0o41) + chr(0b110100), 57438 - 57430), ehT0Px3KOsy9('\x30' + chr(111) + chr(1902 - 1852) + '\x30' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1451 - 1403) + chr(0b1101101 + 0o2) + chr(0b110010) + chr(0b110011), 9615 - 9607), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(50) + '\x33' + chr(1882 - 1829), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(2437 - 2387) + chr(441 - 386) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\x32' + '\067' + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100 + 0o61) + chr(0b100000 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b110001) + chr(0b101010 + 0o15) + '\x34', 29148 - 29140), ehT0Px3KOsy9('\060' + chr(8149 - 8038) + chr(0b110011) + chr(55) + chr(0b11 + 0o56), 3353 - 3345), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\x31' + chr(0b100011 + 0o16) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(0b110011) + '\065' + chr(1700 - 1648), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\064' + chr(51), 13011 - 13003), ehT0Px3KOsy9('\060' + chr(3216 - 3105) + chr(51) + '\066' + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(8233 - 8122) + chr(0b110011 + 0o2) + chr(0b100100 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1043 - 993) + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(725 - 677) + chr(111) + chr(0b10110 + 0o36) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + chr(1477 - 1427) + chr(0b10100 + 0o42) + '\x35', 43168 - 43160), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + '\x32' + '\x30' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1228 - 1180) + '\x6f' + chr(671 - 622) + chr(1889 - 1839) + '\063', 40986 - 40978), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(53) + '\061', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b110 + 0o54) + chr(1674 - 1620) + chr(0b1001 + 0o54), 8), ehT0Px3KOsy9(chr(918 - 870) + chr(7133 - 7022) + chr(215 - 165) + chr(52) + chr(0b110 + 0o57), 26959 - 26951), ehT0Px3KOsy9(chr(79 - 31) + '\x6f' + chr(1747 - 1698) + '\x36' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b101 + 0o56), 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(1918 - 1807) + chr(0b110100) + chr(2632 - 2580), 8), ehT0Px3KOsy9(chr(1121 - 1073) + chr(0b1101101 + 0o2) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(49) + chr(0b100001 + 0o25), 0o10), ehT0Px3KOsy9(chr(235 - 187) + chr(111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(1309 - 1259) + '\x32' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2367 - 2256) + chr(0b101101 + 0o4) + '\x31' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\065' + chr(847 - 794), 13235 - 13227), ehT0Px3KOsy9('\060' + chr(2008 - 1897) + '\062' + chr(1666 - 1618) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110000 + 0o3) + chr(0b101110 + 0o11) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55) + chr(0b110111 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(0b110010) + '\x30' + chr(0b10101 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b1100 + 0o51) + '\061', 20349 - 20341)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1088 - 1040) + chr(9430 - 9319) + chr(0b110011 + 0o2) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f'), '\x64' + chr(101) + chr(4868 - 4769) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(117) + chr(12898 - 12782) + '\146' + chr(0b101101) + chr(399 - 343)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def rsvzRk4MNCTJ(r9Xp41HGNpwj): AOypoRSNXRmB = r9Xp41HGNpwj.GET.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbS\xe5L\xf4\xdb'), chr(3593 - 3493) + chr(3317 - 3216) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))('\165' + chr(8486 - 8370) + '\146' + '\x2d' + chr(0b111000))) meTtlkWPdQo9 = W7kCA761frwi.objects.order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cO\xf3r\xef\xcb\xe0^\x15\x94*'), chr(0b10010 + 0o122) + '\x65' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(2918 - 2817))('\165' + chr(13242 - 13126) + chr(0b1010010 + 0o24) + '\x2d' + chr(2258 - 2202)))[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1560 - 1512), 0b1000):ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b1000 + 0o54) + '\064', 63726 - 63718)] PvvgJnjwc0MP = nGEagzBC6rVy.objects.filter(job_id=AOypoRSNXRmB).order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cO\xf3r\xef\xcb\xe0^\x15\x94*'), chr(100) + '\x65' + '\x63' + chr(12275 - 12164) + chr(0b1100100) + '\145')(chr(0b10101 + 0o140) + '\x74' + chr(0b1100110) + '\x2d' + '\070')) do93cuWP8xsG = [] for PRIsBC7A6_Pi in PvvgJnjwc0MP: xafqLlk3kkUe(do93cuWP8xsG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0L\xf7v\xf3\xdb'), chr(100) + '\145' + chr(99) + chr(111) + '\144' + chr(101))('\x75' + chr(9931 - 9815) + chr(102) + '\x2d' + '\070'))(fCy6eMwqQNKn(PRIsBC7A6_Pi)) IB4zJc4Whv9r = W7kCA761frwi.objects.filter(job_id=AOypoRSNXRmB).order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cO\xf3r\xef\xcb\xe0^\x15\x94*'), chr(0b1100001 + 0o3) + chr(6109 - 6008) + chr(0b1010001 + 0o22) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(3800 - 3683) + '\164' + '\146' + '\x2d' + chr(0b111000)))[ehT0Px3KOsy9('\x30' + '\x6f' + chr(48), 8)] if c2A0yzQpDQB3(do93cuWP8xsG) > ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + '\060', 8): l2zef_E0b_pk = do93cuWP8xsG[ehT0Px3KOsy9(chr(72 - 24) + chr(111) + chr(0b110000), 8)][xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1]\xf5r\xf0\xcc'), '\144' + '\x65' + '\143' + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(5948 - 5846) + chr(0b101100 + 0o1) + chr(0b11011 + 0o35))].keys() else: l2zef_E0b_pk = [] EIlpMWo24GOO = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4L\xee`\xf2\xdb\xdau\x0e\x9c8\x8dQ\x95'), '\144' + '\x65' + '\143' + chr(0b1101111) + '\144' + chr(0b1000001 + 0o44))(chr(0b1101111 + 0o6) + '\x74' + '\146' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0_\xe4f\xef\xde\xdcS'), '\x64' + '\x65' + '\x63' + chr(1464 - 1353) + chr(100) + '\145')('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcdS\xf4`'), chr(6344 - 6244) + chr(0b1010011 + 0o22) + chr(0b1100011) + chr(0b1100010 + 0o15) + chr(100) + chr(101))('\165' + '\164' + '\x66' + '\055' + '\x38')] vUUG4_3aIqQC = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2I\xf5a\xf8\xd1\xcbu\x16\x96-'), '\144' + '\x65' + '\x63' + '\x6f' + chr(2253 - 2153) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\070'): BRF5midZnji6(IB4zJc4Whv9r), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3Y\xe4v\xf3\xcb\xe0@\x13\x9b<'), '\144' + '\x65' + chr(99) + chr(0b1000001 + 0o56) + '\144' + '\145')('\165' + chr(10912 - 10796) + chr(2918 - 2816) + '\055' + chr(515 - 459)): meTtlkWPdQo9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3Y\xe4v\xf3\xcb\xe0^\x0e\x90.\x80P'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(6415 - 6304) + '\144' + chr(0b111000 + 0o55))(chr(0b1001100 + 0o51) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'): do93cuWP8xsG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1]\xf5r\xf0\xe0\xd4O\x05\x8a'), chr(0b10 + 0o142) + chr(4446 - 4345) + chr(0b110000 + 0o63) + chr(0b1010001 + 0o36) + chr(0b1100100 + 0o0) + chr(8433 - 8332))(chr(3557 - 3440) + chr(1387 - 1271) + chr(8981 - 8879) + chr(45) + chr(1913 - 1857)): l2zef_E0b_pk, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1]\xf5r\xf0\xe0\xd1_\x11'), chr(2849 - 2749) + '\145' + chr(2913 - 2814) + '\x6f' + '\144' + chr(9862 - 9761))(chr(117) + chr(7428 - 7312) + chr(0b1100110) + '\x2d' + chr(2827 - 2771)): c2A0yzQpDQB3(l2zef_E0b_pk), xafqLlk3kkUe(SXOLrMavuUCe(b'\xccY\xf3a\xf4\xdc\xe0A\x19\x80<'), chr(797 - 697) + chr(0b1100101) + chr(99) + chr(111) + '\144' + chr(101))(chr(0b10001 + 0o144) + '\164' + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b110111 + 0o1)): EIlpMWo24GOO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xccY\xf3a\xf4\xdc\xe0D\t\x94'), chr(751 - 651) + chr(5237 - 5136) + chr(99) + chr(0b1100111 + 0o10) + '\x64' + '\x65')(chr(3965 - 3848) + '\x74' + chr(0b1111 + 0o127) + chr(45) + chr(56 - 0)): c2A0yzQpDQB3(EIlpMWo24GOO)} return FiOZyBdc1c0B(r9Xp41HGNpwj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbS\xe5=\xf5\xcb\xd2F'), chr(6250 - 6150) + '\145' + '\143' + chr(0b110101 + 0o72) + '\x64' + chr(0b1100101))('\x75' + chr(0b101000 + 0o114) + chr(102) + '\055' + '\x38'), vUUG4_3aIqQC)
ray-project/ray
python/ray/tune/automlboard/frontend/view.py
trial
def trial(request): """View for a single trial.""" job_id = request.GET.get("job_id") trial_id = request.GET.get("trial_id") recent_trials = TrialRecord.objects \ .filter(job_id=job_id) \ .order_by("-start_time") recent_results = ResultRecord.objects \ .filter(trial_id=trial_id) \ .order_by("-date")[0:2000] current_trial = TrialRecord.objects \ .filter(trial_id=trial_id) \ .order_by("-start_time")[0] context = { "job_id": job_id, "trial_id": trial_id, "current_trial": current_trial, "recent_results": recent_results, "recent_trials": recent_trials } return render(request, "trial.html", context)
python
def trial(request): """View for a single trial.""" job_id = request.GET.get("job_id") trial_id = request.GET.get("trial_id") recent_trials = TrialRecord.objects \ .filter(job_id=job_id) \ .order_by("-start_time") recent_results = ResultRecord.objects \ .filter(trial_id=trial_id) \ .order_by("-date")[0:2000] current_trial = TrialRecord.objects \ .filter(trial_id=trial_id) \ .order_by("-start_time")[0] context = { "job_id": job_id, "trial_id": trial_id, "current_trial": current_trial, "recent_results": recent_results, "recent_trials": recent_trials } return render(request, "trial.html", context)
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View for a single trial.
[ "View", "for", "a", "single", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/frontend/view.py#L77-L97
train
View for a single trial.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x34' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\063' + '\061' + '\066', 37859 - 37851), ehT0Px3KOsy9('\060' + chr(2554 - 2443) + chr(0b101111 + 0o2) + '\066' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(170 - 122) + '\x6f' + chr(0b110001) + chr(310 - 262) + chr(1076 - 1028), 61859 - 61851), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(5623 - 5512) + '\061' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1146 - 1098) + chr(0b11000 + 0o127) + '\x33' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(877 - 826) + chr(0b101111 + 0o3) + '\062', 12684 - 12676), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b11101 + 0o25) + chr(52) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(818 - 767) + chr(0b101001 + 0o10) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + '\061' + chr(1674 - 1622) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + chr(0b100111 + 0o14) + '\x31' + chr(53), 43470 - 43462), ehT0Px3KOsy9(chr(789 - 741) + '\x6f' + chr(51) + chr(486 - 432) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b1000 + 0o50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110111) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11001 + 0o31) + chr(0b110110) + chr(0b11111 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(134 - 85) + '\067', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\065' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(54) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(607 - 559) + chr(0b1101111) + chr(282 - 231) + chr(49) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x34' + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o26) + chr(1780 - 1730) + '\066', 0b1000), ehT0Px3KOsy9(chr(1890 - 1842) + '\x6f' + chr(1359 - 1309) + '\x34' + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11100 + 0o123) + chr(0b110010) + chr(0b1111 + 0o41) + '\063', 35988 - 35980), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\x31' + chr(1571 - 1519), 24992 - 24984), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b0 + 0o157) + chr(49) + chr(55) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110011) + '\x32' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\062' + chr(52) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(397 - 344) + '\x33', 19271 - 19263), ehT0Px3KOsy9(chr(48) + chr(4169 - 4058) + chr(0b101010 + 0o11) + chr(52) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b100101 + 0o112) + chr(559 - 510) + chr(2113 - 2061) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(51) + '\061' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(11076 - 10965) + '\063' + chr(0b110001) + '\x35', 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(0b110001) + chr(843 - 792) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(301 - 190) + '\066' + '\061', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1723 - 1672) + '\067' + chr(0b11111 + 0o21), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2438 - 2388) + '\x37' + '\x31', 17014 - 17006), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b101000 + 0o12) + chr(0b10100 + 0o43) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10001 + 0o41) + '\x37' + chr(0b11110 + 0o23), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b0 + 0o157) + chr(50) + chr(0b110101) + chr(51), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1980 - 1932) + chr(0b1101110 + 0o1) + chr(0b110101) + chr(0b1011 + 0o45), 43857 - 43849)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), chr(975 - 875) + chr(727 - 626) + chr(99) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b100100 + 0o120) + chr(0b1100110) + chr(1064 - 1019) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Alvsa0ue91Fo(r9Xp41HGNpwj): AOypoRSNXRmB = r9Xp41HGNpwj.GET.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\xa1\x13\x1ff\x7f'), '\x64' + chr(6199 - 6098) + '\x63' + chr(0b1101111) + chr(0b1100011 + 0o1) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(276 - 231) + chr(0b111000))) rv8CNRYETQhs = r9Xp41HGNpwj.GET.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xbc\x18!cD\xbb\t'), chr(100) + '\x65' + '\143' + chr(1076 - 965) + '\x64' + '\145')('\x75' + '\164' + chr(102) + chr(0b10000 + 0o35) + '\070')) PvvgJnjwc0MP = nGEagzBC6rVy.objects.filter(job_id=AOypoRSNXRmB).order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xbd\x05!}o\x8d\x19\xc8\xa3\x01'), chr(6385 - 6285) + chr(4950 - 4849) + chr(99) + '\x6f' + chr(100) + '\x65')(chr(9222 - 9105) + chr(0b1001001 + 0o53) + chr(102) + chr(0b101101) + '\070')) V4R_Rb8JpyNv = VqjUZo_4U4Xt.objects.filter(trial_id=rv8CNRYETQhs).order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xaa\x104j'), chr(0b111001 + 0o53) + chr(2709 - 2608) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(1025 - 908) + chr(850 - 734) + chr(0b11100 + 0o112) + '\055' + chr(0b101001 + 0o17)))[ehT0Px3KOsy9(chr(1342 - 1294) + '\157' + '\060', 32494 - 32486):ehT0Px3KOsy9(chr(1488 - 1440) + chr(111) + '\063' + chr(55) + chr(1962 - 1912) + '\060', ord("\x08"))] Y17MuozN_fwM = nGEagzBC6rVy.objects.filter(trial_id=rv8CNRYETQhs).order_by(xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xbd\x05!}o\x8d\x19\xc8\xa3\x01'), '\x64' + '\145' + '\x63' + '\157' + chr(0b101 + 0o137) + chr(0b1100101))(chr(2082 - 1965) + chr(6277 - 6161) + chr(0b1100110) + chr(694 - 649) + chr(1157 - 1101)))[ehT0Px3KOsy9(chr(1018 - 970) + chr(111) + '\x30', 8)] vUUG4_3aIqQC = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\xa1\x13\x1ff\x7f'), chr(100) + '\x65' + '\x63' + chr(3252 - 3141) + '\144' + chr(0b111110 + 0o47))(chr(6919 - 6802) + chr(5285 - 5169) + chr(951 - 849) + '\x2d' + chr(0b111000)): AOypoRSNXRmB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xbc\x18!cD\xbb\t'), chr(0b10000 + 0o124) + chr(2488 - 2387) + chr(0b100100 + 0o77) + '\x6f' + chr(7613 - 7513) + chr(2871 - 2770))(chr(0b1010 + 0o153) + chr(0b1110100) + chr(8223 - 8121) + '\055' + '\070'): rv8CNRYETQhs, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\xbb\x032ju\xa62\xd5\xbc\r\xac\x99'), chr(7767 - 7667) + '\x65' + chr(8254 - 8155) + '\157' + chr(4609 - 4509) + chr(101))(chr(0b1110101) + '\x74' + chr(102) + '\055' + chr(0b1001 + 0o57)): Y17MuozN_fwM, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\xab\x12%ao\x8d\x1f\xc4\xbd\x11\xa1\x81\xf4'), '\144' + chr(2910 - 2809) + chr(99) + '\x6f' + '\144' + chr(101))(chr(0b1110101) + chr(10480 - 10364) + chr(102) + chr(45) + chr(0b111000)): V4R_Rb8JpyNv, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\xab\x12%ao\x8d\x19\xd3\xa7\x05\xa1\x86'), chr(0b101010 + 0o72) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1001 + 0o133) + chr(5198 - 5097))('\165' + '\x74' + chr(102) + chr(45) + '\070'): PvvgJnjwc0MP} return FiOZyBdc1c0B(r9Xp41HGNpwj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xbc\x18!c5\xba\x19\xcc\xa2'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(9531 - 9431) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + '\055' + chr(3086 - 3030)), vUUG4_3aIqQC)
ray-project/ray
python/ray/tune/automlboard/frontend/view.py
get_job_info
def get_job_info(current_job): """Get job information for current job.""" trials = TrialRecord.objects.filter(job_id=current_job.job_id) total_num = len(trials) running_num = sum(t.trial_status == Trial.RUNNING for t in trials) success_num = sum(t.trial_status == Trial.TERMINATED for t in trials) failed_num = sum(t.trial_status == Trial.ERROR for t in trials) if total_num == 0: progress = 0 else: progress = int(float(success_num) / total_num * 100) winner = get_winner(trials) job_info = { "job_id": current_job.job_id, "job_name": current_job.name, "user": current_job.user, "type": current_job.type, "start_time": current_job.start_time, "end_time": current_job.end_time, "total_num": total_num, "running_num": running_num, "success_num": success_num, "failed_num": failed_num, "best_trial_id": current_job.best_trial_id, "progress": progress, "winner": winner } return job_info
python
def get_job_info(current_job): """Get job information for current job.""" trials = TrialRecord.objects.filter(job_id=current_job.job_id) total_num = len(trials) running_num = sum(t.trial_status == Trial.RUNNING for t in trials) success_num = sum(t.trial_status == Trial.TERMINATED for t in trials) failed_num = sum(t.trial_status == Trial.ERROR for t in trials) if total_num == 0: progress = 0 else: progress = int(float(success_num) / total_num * 100) winner = get_winner(trials) job_info = { "job_id": current_job.job_id, "job_name": current_job.name, "user": current_job.user, "type": current_job.type, "start_time": current_job.start_time, "end_time": current_job.end_time, "total_num": total_num, "running_num": running_num, "success_num": success_num, "failed_num": failed_num, "best_trial_id": current_job.best_trial_id, "progress": progress, "winner": winner } return job_info
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Get job information for current job.
[ "Get", "job", "information", "for", "current", "job", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/frontend/view.py#L100-L131
train
Get job information for current job.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(1812 - 1701) + '\065' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1844 - 1796) + chr(0b1010101 + 0o32) + chr(51) + chr(0b110011) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b101 + 0o53) + chr(86 - 35), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(1688 - 1638) + chr(0b100111 + 0o15) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1864 - 1816) + '\x6f' + '\x33' + chr(234 - 184) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(51) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1477 - 1427) + '\061' + chr(1901 - 1848), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(53) + chr(51), 53535 - 53527), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(0b10000 + 0o42) + '\x30' + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(52) + chr(0b101111 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b100010 + 0o21) + chr(1236 - 1181), 10798 - 10790), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\067' + chr(0b11010 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110101) + '\064', 52262 - 52254), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110101) + chr(1577 - 1527), 0b1000), ehT0Px3KOsy9(chr(966 - 918) + '\x6f' + chr(49) + chr(1573 - 1525) + chr(0b11101 + 0o26), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11110 + 0o24) + '\x31' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8200 - 8089) + chr(0b101110 + 0o5) + chr(301 - 248), 0o10), ehT0Px3KOsy9(chr(1006 - 958) + '\x6f' + chr(49) + chr(2751 - 2697) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(4761 - 4650) + '\x35' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10110 + 0o33) + '\x34' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1817 - 1765) + '\062', 34594 - 34586), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(5293 - 5182) + '\065' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\061' + chr(49) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(934 - 883) + chr(52), 0b1000), ehT0Px3KOsy9(chr(1086 - 1038) + chr(0b1101111) + chr(0b110010) + chr(0b11110 + 0o24) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1795 - 1747) + '\157' + chr(0b101 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(11899 - 11788) + '\063' + '\x32' + '\x36', 17175 - 17167), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1788 - 1737) + '\064' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o45) + '\061' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\065' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x34' + chr(1145 - 1097), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110010) + chr(2141 - 2092), 18652 - 18644), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(618 - 566) + '\x30', 29287 - 29279), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b11110 + 0o24) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(0b110011) + chr(0b110001) + chr(0b110001), 34458 - 34450), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9380 - 9269) + '\062' + '\062' + chr(0b11101 + 0o23), 52704 - 52696), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\x36' + chr(0b1010 + 0o51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b101111 + 0o2) + chr(0b101110 + 0o2), 7454 - 7446)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\065' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x04'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(10677 - 10566) + '\x64' + chr(6960 - 6859))('\165' + chr(116) + '\146' + chr(0b10011 + 0o32) + chr(0b1101 + 0o53)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def BRF5midZnji6(IB4zJc4Whv9r): i1GKrIxxsZwp = nGEagzBC6rVy.objects.hi1V0ySZcNds(job_id=IB4zJc4Whv9r.job_id) _X_2A3jKJLHF = c2A0yzQpDQB3(i1GKrIxxsZwp) a9mG2p7KaBtZ = xkxBmo49x2An((YeT3l7JgTbWR.trial_status == bKgNCjeVNupv.RUNNING for YeT3l7JgTbWR in i1GKrIxxsZwp)) xwgEvi6x98j0 = xkxBmo49x2An((YeT3l7JgTbWR.trial_status == bKgNCjeVNupv.TERMINATED for YeT3l7JgTbWR in i1GKrIxxsZwp)) YRLcWrC3A4Vy = xkxBmo49x2An((YeT3l7JgTbWR.trial_status == bKgNCjeVNupv.ERROR for YeT3l7JgTbWR in i1GKrIxxsZwp)) if _X_2A3jKJLHF == ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1010 + 0o46), 39074 - 39066): Vvaid42SSlzd = ehT0Px3KOsy9('\x30' + chr(6913 - 6802) + chr(48), 8) else: Vvaid42SSlzd = ehT0Px3KOsy9(kkSX4ccExqw4(xwgEvi6x98j0) / _X_2A3jKJLHF * ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + '\x31' + chr(0b100 + 0o60) + chr(52), 8)) fTr0Lq5FRrp8 = zFR3giWcgp0E(i1GKrIxxsZwp) LtpNPBaYl5US = {xafqLlk3kkUe(SXOLrMavuUCe(b'@\xb0\xe1\xfa\xb9>'), chr(0b1100100) + '\145' + chr(3948 - 3849) + '\x6f' + chr(4050 - 3950) + chr(0b101111 + 0o66))(chr(117) + chr(5113 - 4997) + '\146' + chr(1115 - 1070) + '\070'): IB4zJc4Whv9r.job_id, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xb0\xe1\xfa\xbe;\xe0\xc2'), chr(100) + '\x65' + '\x63' + chr(0b1101111) + chr(706 - 606) + chr(0b1100101))('\x75' + '\164' + '\146' + chr(0b101101) + '\x38'): IB4zJc4Whv9r.AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xac\xe6\xd7'), '\x64' + chr(101) + chr(99) + '\157' + chr(100) + chr(0b1100101))(chr(526 - 409) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(56)): IB4zJc4Whv9r.user, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xa6\xf3\xc0'), '\x64' + chr(9886 - 9785) + chr(99) + '\x6f' + '\144' + '\x65')('\165' + chr(116) + '\146' + chr(70 - 25) + chr(56)): IB4zJc4Whv9r.wmQmyeWBmUpv, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xab\xe2\xd7\xa4\x05\xf9\xce\x86\xe5'), chr(100) + chr(0b101100 + 0o71) + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(0b11100 + 0o131) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(886 - 830)): IB4zJc4Whv9r.start_time, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xb1\xe7\xfa\xa43\xe0\xc2'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100 + 0o131))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38'): IB4zJc4Whv9r.uUD8Lnay0gGi, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xb0\xf7\xc4\xbc\x05\xe3\xd2\x86'), '\x64' + '\x65' + '\x63' + '\157' + chr(100) + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(1149 - 1104) + chr(2950 - 2894)): _X_2A3jKJLHF, xafqLlk3kkUe(SXOLrMavuUCe(b'X\xaa\xed\xcb\xb94\xea\xf8\x85\xf5\x8f'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(4127 - 4025) + '\055' + '\x38'): a9mG2p7KaBtZ, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xaa\xe0\xc6\xb5)\xfe\xf8\x85\xf5\x8f'), '\x64' + '\145' + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(0b100010 + 0o123) + chr(0b1110100) + chr(0b1100110) + chr(485 - 440) + chr(56)): xwgEvi6x98j0, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xbe\xea\xc9\xb5>\xd2\xc9\x9e\xed'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\144' + chr(0b1010101 + 0o20))('\165' + chr(0b1110100) + chr(8860 - 8758) + chr(45) + chr(0b100010 + 0o26)): YRLcWrC3A4Vy, xafqLlk3kkUe(SXOLrMavuUCe(b'H\xba\xf0\xd1\x8f.\xff\xce\x8a\xec\xbd\xf6\x1b'), '\x64' + chr(0b1010011 + 0o22) + chr(99) + chr(0b1101111) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b10110 + 0o27) + chr(2568 - 2512)): IB4zJc4Whv9r.best_trial_id, xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xad\xec\xc2\xa2?\xfe\xd4'), chr(0b1011110 + 0o6) + chr(7242 - 7141) + '\143' + chr(0b111111 + 0o60) + chr(0b101 + 0o137) + chr(101))('\x75' + chr(11907 - 11791) + chr(0b11100 + 0o112) + chr(1107 - 1062) + chr(56)): Vvaid42SSlzd, xafqLlk3kkUe(SXOLrMavuUCe(b']\xb6\xed\xcb\xb5('), chr(100) + chr(101) + chr(0b1100010 + 0o1) + chr(10157 - 10046) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(6917 - 6801) + chr(102) + chr(0b100 + 0o51) + chr(56)): fTr0Lq5FRrp8} return LtpNPBaYl5US
ray-project/ray
python/ray/tune/automlboard/frontend/view.py
get_trial_info
def get_trial_info(current_trial): """Get job information for current trial.""" if current_trial.end_time and ("_" in current_trial.end_time): # end time is parsed from result.json and the format # is like: yyyy-mm-dd_hh-MM-ss, which will be converted # to yyyy-mm-dd hh:MM:ss here time_obj = datetime.datetime.strptime(current_trial.end_time, "%Y-%m-%d_%H-%M-%S") end_time = time_obj.strftime("%Y-%m-%d %H:%M:%S") else: end_time = current_trial.end_time if current_trial.metrics: metrics = eval(current_trial.metrics) else: metrics = None trial_info = { "trial_id": current_trial.trial_id, "job_id": current_trial.job_id, "trial_status": current_trial.trial_status, "start_time": current_trial.start_time, "end_time": end_time, "params": eval(current_trial.params.encode("utf-8")), "metrics": metrics } return trial_info
python
def get_trial_info(current_trial): """Get job information for current trial.""" if current_trial.end_time and ("_" in current_trial.end_time): # end time is parsed from result.json and the format # is like: yyyy-mm-dd_hh-MM-ss, which will be converted # to yyyy-mm-dd hh:MM:ss here time_obj = datetime.datetime.strptime(current_trial.end_time, "%Y-%m-%d_%H-%M-%S") end_time = time_obj.strftime("%Y-%m-%d %H:%M:%S") else: end_time = current_trial.end_time if current_trial.metrics: metrics = eval(current_trial.metrics) else: metrics = None trial_info = { "trial_id": current_trial.trial_id, "job_id": current_trial.job_id, "trial_status": current_trial.trial_status, "start_time": current_trial.start_time, "end_time": end_time, "params": eval(current_trial.params.encode("utf-8")), "metrics": metrics } return trial_info
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Get job information for current trial.
[ "Get", "job", "information", "for", "current", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/frontend/view.py#L134-L161
train
Get job information for current trial.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\064' + chr(962 - 912), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + chr(0b110010) + chr(0b110001 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(54) + chr(1383 - 1334), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(2424 - 2373) + chr(196 - 148), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + '\065' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(2866 - 2755) + '\061' + chr(0b101100 + 0o6) + chr(0b1000 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101111 + 0o3) + chr(857 - 805) + '\064', 6984 - 6976), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(10483 - 10372) + chr(51) + chr(53) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\x33' + '\061' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101 + 0o56) + chr(0b100111 + 0o14) + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b101101 + 0o12) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34' + '\x33', 25940 - 25932), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101001 + 0o12) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(768 - 717) + chr(52) + chr(0b110011), 41895 - 41887), ehT0Px3KOsy9(chr(2304 - 2256) + '\157' + chr(49) + chr(251 - 201) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(2216 - 2164) + '\063', 3885 - 3877), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(1881 - 1832) + chr(0b110011) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1209 - 1160) + '\065' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8942 - 8831) + chr(50) + '\x32' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(11265 - 11154) + chr(451 - 401) + '\067' + '\064', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(50) + '\x32' + chr(2720 - 2666), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b100 + 0o56) + chr(49) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b110100) + chr(1169 - 1115), 29258 - 29250), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1233 - 1179) + chr(474 - 420), 0b1000), ehT0Px3KOsy9('\x30' + chr(3565 - 3454) + chr(839 - 789) + chr(0b110100) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(54) + chr(0b110010 + 0o1), 0b1000), ehT0Px3KOsy9(chr(690 - 642) + chr(111) + '\x31' + chr(0b110011) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(563 - 515) + '\x6f' + '\064' + chr(1977 - 1928), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(1087 - 1035) + chr(1483 - 1428), ord("\x08")), ehT0Px3KOsy9(chr(1631 - 1583) + chr(5013 - 4902) + '\x33' + chr(168 - 119) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b100011 + 0o23) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3765 - 3654) + chr(0b110011) + chr(50) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + '\061' + chr(999 - 947) + chr(0b101011 + 0o13), 14042 - 14034), ehT0Px3KOsy9('\060' + chr(0b11 + 0o154) + chr(0b110010) + chr(0b110011) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110001) + chr(0b110001), 39726 - 39718), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1263 - 1211) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b100111 + 0o16) + chr(53), 42533 - 42525), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(2410 - 2356) + chr(52), 5178 - 5170)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1717 - 1669) + chr(0b1101111) + chr(53) + chr(48), 35750 - 35742)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), '\144' + chr(101) + '\x63' + '\157' + '\x64' + chr(6358 - 6257))(chr(0b10100 + 0o141) + '\164' + '\146' + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def fCy6eMwqQNKn(Y17MuozN_fwM): if xafqLlk3kkUe(Y17MuozN_fwM, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97A\x8c\xc9\x94G1\xdd\xdb\xae\x9d\x13'), chr(100) + '\145' + chr(0b100 + 0o137) + chr(11394 - 11283) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + '\x38')) and xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd'), chr(5343 - 5243) + chr(0b1100101) + '\143' + chr(111) + chr(100) + chr(0b1001010 + 0o33))(chr(117) + chr(116) + '\146' + '\x2d' + '\x38') in xafqLlk3kkUe(Y17MuozN_fwM, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97A\x8c\xc9\x94G1\xdd\xdb\xae\x9d\x13'), chr(0b100001 + 0o103) + chr(7790 - 7689) + chr(5868 - 5769) + chr(0b1101111) + '\144' + '\x65')(chr(4803 - 4686) + '\164' + '\x66' + chr(0b101101) + chr(1094 - 1038))): NWhJ40PwIBlx = zKdiQFzuryNR.datetime.strptime(Y17MuozN_fwM.uUD8Lnay0gGi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7M\xe5\xd4\xb5\x04u\xc0\xb4\xec\x92W\x06\xa1\xcev0'), chr(0b1100100) + '\145' + chr(9625 - 9526) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b11011 + 0o132) + chr(116) + '\146' + chr(1919 - 1874) + chr(227 - 171))) uUD8Lnay0gGi = NWhJ40PwIBlx.strftime(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7M\xe5\xd4\xb5\x04u\xc0\xcb\xec\x92@\x06\xa1\xd9v0'), chr(4700 - 4600) + chr(2257 - 2156) + '\143' + '\157' + chr(0b1100100) + chr(0b0 + 0o145))(chr(117) + chr(4798 - 4682) + chr(6120 - 6018) + chr(0b1110 + 0o37) + chr(0b111000))) else: uUD8Lnay0gGi = Y17MuozN_fwM.uUD8Lnay0gGi if xafqLlk3kkUe(Y17MuozN_fwM, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9bM\xad\x96\x95X\x14\xcb\xb8\xaf\xa9O'), chr(0b1100100) + '\x65' + chr(0b1000100 + 0o37) + chr(0b1101111) + '\144' + chr(0b1100 + 0o131))(chr(117) + chr(116) + chr(102) + chr(45) + chr(0b111000))): yYegMqDoSfs5 = MCqssyYhLtLC(Y17MuozN_fwM.yYegMqDoSfs5) else: yYegMqDoSfs5 = None vwvc5Si8oaGr = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x96f\xa1\x90\xb4v9\xc0'), '\144' + chr(0b1000 + 0o135) + chr(0b1111 + 0o124) + '\x6f' + chr(6984 - 6884) + '\x65')('\x75' + chr(0b1110100) + chr(0b1011111 + 0o7) + chr(0b101101) + '\070'): Y17MuozN_fwM.trial_id, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88{\xaa\xae\xb1M'), chr(0b1010010 + 0o22) + '\x65' + chr(8729 - 8630) + chr(111) + '\x64' + chr(101))('\x75' + chr(7189 - 7073) + chr(0b1100110) + chr(1982 - 1937) + chr(0b111000)): Y17MuozN_fwM.job_id, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96f\xa1\x90\xb4v#\xd0\x8a\xbd\xaf\t'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1011011 + 0o11) + chr(101))('\x75' + chr(0b1110100) + chr(0b110110 + 0o60) + chr(45) + chr(0b1111 + 0o51)): Y17MuozN_fwM.trial_status, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91`\xa9\x83\xacv$\xcd\x86\xac'), chr(0b1100100) + '\145' + '\x63' + chr(0b111010 + 0o65) + chr(6411 - 6311) + '\x65')(chr(0b101110 + 0o107) + '\164' + chr(0b110 + 0o140) + '\055' + chr(0b1001 + 0o57)): Y17MuozN_fwM.start_time, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87z\xac\xae\xac@=\xc1'), '\144' + chr(600 - 499) + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(117) + chr(0b1000011 + 0o61) + chr(102) + chr(0b1011 + 0o42) + '\070'): uUD8Lnay0gGi, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92u\xba\x90\xb5Z'), '\x64' + '\145' + chr(6134 - 6035) + chr(0b10101 + 0o132) + chr(100) + '\x65')('\x75' + chr(9427 - 9311) + '\146' + chr(0b101101) + chr(0b1001 + 0o57)): MCqssyYhLtLC(Y17MuozN_fwM.params.encode(xafqLlk3kkUe(SXOLrMavuUCe(b'\x97`\xae\xdc\xe0'), chr(0b1100100) + '\145' + chr(0b1001000 + 0o33) + '\157' + '\x64' + '\x65')(chr(0b10111 + 0o136) + '\x74' + chr(0b11 + 0o143) + chr(1386 - 1341) + chr(56)))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8fq\xbc\x83\xb1J#'), chr(100) + chr(7125 - 7024) + '\143' + '\157' + chr(0b110101 + 0o57) + chr(0b111110 + 0o47))(chr(117) + chr(0b1110100) + chr(0b1 + 0o145) + chr(0b11101 + 0o20) + chr(0b111000)): yYegMqDoSfs5} return vwvc5Si8oaGr
ray-project/ray
python/ray/tune/automlboard/frontend/view.py
get_winner
def get_winner(trials): """Get winner trial of a job.""" winner = {} # TODO: sort_key should be customized here sort_key = "accuracy" if trials and len(trials) > 0: first_metrics = get_trial_info(trials[0])["metrics"] if first_metrics and not first_metrics.get("accuracy", None): sort_key = "episode_reward" max_metric = float("-Inf") for t in trials: metrics = get_trial_info(t).get("metrics", None) if metrics and metrics.get(sort_key, None): current_metric = float(metrics[sort_key]) if current_metric > max_metric: winner["trial_id"] = t.trial_id winner["metric"] = sort_key + ": " + str(current_metric) max_metric = current_metric return winner
python
def get_winner(trials): """Get winner trial of a job.""" winner = {} # TODO: sort_key should be customized here sort_key = "accuracy" if trials and len(trials) > 0: first_metrics = get_trial_info(trials[0])["metrics"] if first_metrics and not first_metrics.get("accuracy", None): sort_key = "episode_reward" max_metric = float("-Inf") for t in trials: metrics = get_trial_info(t).get("metrics", None) if metrics and metrics.get(sort_key, None): current_metric = float(metrics[sort_key]) if current_metric > max_metric: winner["trial_id"] = t.trial_id winner["metric"] = sort_key + ": " + str(current_metric) max_metric = current_metric return winner
[ "def", "get_winner", "(", "trials", ")", ":", "winner", "=", "{", "}", "# TODO: sort_key should be customized here", "sort_key", "=", "\"accuracy\"", "if", "trials", "and", "len", "(", "trials", ")", ">", "0", ":", "first_metrics", "=", "get_trial_info", "(", "trials", "[", "0", "]", ")", "[", "\"metrics\"", "]", "if", "first_metrics", "and", "not", "first_metrics", ".", "get", "(", "\"accuracy\"", ",", "None", ")", ":", "sort_key", "=", "\"episode_reward\"", "max_metric", "=", "float", "(", "\"-Inf\"", ")", "for", "t", "in", "trials", ":", "metrics", "=", "get_trial_info", "(", "t", ")", ".", "get", "(", "\"metrics\"", ",", "None", ")", "if", "metrics", "and", "metrics", ".", "get", "(", "sort_key", ",", "None", ")", ":", "current_metric", "=", "float", "(", "metrics", "[", "sort_key", "]", ")", "if", "current_metric", ">", "max_metric", ":", "winner", "[", "\"trial_id\"", "]", "=", "t", ".", "trial_id", "winner", "[", "\"metric\"", "]", "=", "sort_key", "+", "\": \"", "+", "str", "(", "current_metric", ")", "max_metric", "=", "current_metric", "return", "winner" ]
Get winner trial of a job.
[ "Get", "winner", "trial", "of", "a", "job", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/frontend/view.py#L164-L182
train
Get winner trial of a job.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(2232 - 2183) + '\x37' + chr(1464 - 1413), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1010101 + 0o32) + '\x32' + chr(50) + chr(1818 - 1768), 22016 - 22008), ehT0Px3KOsy9(chr(272 - 224) + '\157' + '\062' + chr(0b110111) + chr(51), 0o10), ehT0Px3KOsy9(chr(867 - 819) + chr(0b1100100 + 0o13) + '\x36' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10001 + 0o40) + chr(0b110010) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2180 - 2129) + chr(0b110110) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110110) + chr(0b110101), 8), ehT0Px3KOsy9(chr(1502 - 1454) + '\x6f' + chr(0b110011) + chr(0b110100) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b111 + 0o54) + chr(0b110000) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b11011 + 0o30) + chr(0b110101) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101000 + 0o107) + chr(49) + chr(0b110010) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(1594 - 1543) + chr(0b100110 + 0o20) + chr(0b11010 + 0o30), 8), ehT0Px3KOsy9(chr(56 - 8) + chr(3265 - 3154) + '\062' + chr(0b110011) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1610 - 1499) + '\063' + chr(1270 - 1220) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1449 - 1401) + chr(0b1101111) + '\x33' + chr(1345 - 1295) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b110100) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110 + 0o56), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(2032 - 1978) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x31' + chr(1441 - 1391), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(2366 - 2315) + '\x37' + chr(0b101010 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\063' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1020 - 909) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1 + 0o62) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\063' + chr(2201 - 2153), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b100010 + 0o21) + '\x34' + chr(0b110 + 0o60), 8), ehT0Px3KOsy9('\x30' + chr(9582 - 9471) + chr(0b1000 + 0o52) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9160 - 9049) + chr(2106 - 2055) + '\x33' + chr(623 - 573), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8663 - 8552) + chr(0b110011) + chr(0b1100 + 0o52) + chr(84 - 36), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011 + 0o0) + chr(0b101110 + 0o10) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063', 0o10), ehT0Px3KOsy9(chr(170 - 122) + chr(111) + chr(1738 - 1687) + '\060' + chr(52), 0b1000), ehT0Px3KOsy9(chr(406 - 358) + chr(111) + '\x31' + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(2197 - 2149) + chr(0b110010 + 0o75) + chr(54) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\062' + '\065' + chr(0b10000 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x36' + chr(0b101101 + 0o10), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\x36' + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\065' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'U'), '\x64' + '\145' + '\143' + '\157' + '\x64' + chr(6165 - 6064))(chr(314 - 197) + chr(10422 - 10306) + chr(0b1100110) + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zFR3giWcgp0E(i1GKrIxxsZwp): fTr0Lq5FRrp8 = {} Oe7MLphK4SnN = xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xf1\xd8@&a\x91L'), chr(0b111011 + 0o51) + chr(0b1100101) + '\143' + chr(111) + chr(0b1100100) + chr(1885 - 1784))(chr(0b1110101) + '\164' + chr(5282 - 5180) + chr(461 - 416) + chr(2460 - 2404)) if i1GKrIxxsZwp and c2A0yzQpDQB3(i1GKrIxxsZwp) > ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(48), 8): pnSvOIOoURRI = fCy6eMwqQNKn(i1GKrIxxsZwp[ehT0Px3KOsy9('\060' + '\157' + chr(0b11001 + 0o27), 8)])[xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xf7\xcfG=c\x81'), chr(100) + chr(1094 - 993) + '\x63' + '\x6f' + chr(4360 - 4260) + chr(3423 - 3322))(chr(0b1110101) + chr(0b11000 + 0o134) + '\x66' + chr(45) + chr(0b101111 + 0o11))] if pnSvOIOoURRI and (not xafqLlk3kkUe(pnSvOIOoURRI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\xf7\xcf'), chr(100) + chr(101) + chr(0b1111 + 0o124) + chr(1273 - 1162) + chr(1664 - 1564) + '\145')(chr(0b1001001 + 0o54) + chr(1587 - 1471) + '\x66' + chr(0b101001 + 0o4) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xf1\xd8@&a\x91L'), chr(0b1100100) + chr(4104 - 4003) + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(2077 - 1961) + '\x66' + chr(0b101101) + chr(0b110101 + 0o3)), None)): Oe7MLphK4SnN = xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xe2\xd2F;d\x97j\x90\xa4pD\x992'), chr(100) + chr(0b1100101) + chr(0b1 + 0o142) + '\157' + '\x64' + chr(4968 - 4867))(chr(2551 - 2434) + '\x74' + '\146' + chr(45) + chr(56)) S0fbyg1G0nuw = kkSX4ccExqw4(xafqLlk3kkUe(SXOLrMavuUCe(b'V\xdb\xd5S'), chr(0b1100100) + chr(9184 - 9083) + chr(99) + chr(111) + chr(1977 - 1877) + '\145')(chr(13655 - 13538) + '\x74' + chr(102) + chr(1884 - 1839) + '\x38')) for YeT3l7JgTbWR in i1GKrIxxsZwp: yYegMqDoSfs5 = fCy6eMwqQNKn(YeT3l7JgTbWR).get(xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xf7\xcfG=c\x81'), chr(0b1100100) + chr(6700 - 6599) + chr(99) + chr(0b1101111) + chr(100) + chr(180 - 79))(chr(9916 - 9799) + chr(116) + '\x66' + chr(0b101000 + 0o5) + chr(0b111000)), None) if yYegMqDoSfs5 and xafqLlk3kkUe(yYegMqDoSfs5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\xf7\xcf'), '\144' + '\x65' + chr(99) + chr(2432 - 2321) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(0b101101) + chr(2890 - 2834)))(Oe7MLphK4SnN, None): WSkaoFWbLqRQ = kkSX4ccExqw4(yYegMqDoSfs5[Oe7MLphK4SnN]) if WSkaoFWbLqRQ > S0fbyg1G0nuw: fTr0Lq5FRrp8[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xe0\xd2T8_\x9bQ'), chr(0b1100100) + chr(7865 - 7764) + '\143' + '\157' + chr(100) + chr(101))(chr(0b1011010 + 0o33) + chr(116) + chr(1688 - 1586) + chr(0b100000 + 0o15) + chr(0b111000))] = YeT3l7JgTbWR.trial_id fTr0Lq5FRrp8[xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xf7\xcfG=c'), chr(5410 - 5310) + chr(0b1011010 + 0o13) + '\x63' + chr(111) + chr(0b1100100) + '\x65')(chr(0b111010 + 0o73) + chr(0b1110100) + '\x66' + '\x2d' + '\070')] = Oe7MLphK4SnN + xafqLlk3kkUe(SXOLrMavuUCe(b'A\xb2'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + chr(101))('\x75' + '\x74' + chr(4257 - 4155) + chr(0b101101) + chr(0b1101 + 0o53)) + M8_cKLkHVB2V(WSkaoFWbLqRQ) S0fbyg1G0nuw = WSkaoFWbLqRQ return fTr0Lq5FRrp8
ray-project/ray
python/ray/tune/config_parser.py
make_parser
def make_parser(parser_creator=None, **kwargs): """Returns a base argument parser for the ray.tune tool. Args: parser_creator: A constructor for the parser class. kwargs: Non-positional args to be passed into the parser class constructor. """ if parser_creator: parser = parser_creator(**kwargs) else: parser = argparse.ArgumentParser(**kwargs) # Note: keep this in sync with rllib/train.py parser.add_argument( "--run", default=None, type=str, help="The algorithm or model to train. This may refer to the name " "of a built-on algorithm (e.g. RLLib's DQN or PPO), or a " "user-defined trainable function or class registered in the " "tune registry.") parser.add_argument( "--stop", default="{}", type=json.loads, help="The stopping criteria, specified in JSON. The keys may be any " "field returned by 'train()' e.g. " "'{\"time_total_s\": 600, \"training_iteration\": 100000}' to stop " "after 600 seconds or 100k iterations, whichever is reached first.") parser.add_argument( "--config", default="{}", type=json.loads, help="Algorithm-specific configuration (e.g. env, hyperparams), " "specified in JSON.") parser.add_argument( "--resources-per-trial", default=None, type=json_to_resources, help="Override the machine resources to allocate per trial, e.g. " "'{\"cpu\": 64, \"gpu\": 8}'. Note that GPUs will not be assigned " "unless you specify them here. For RLlib, you probably want to " "leave this alone and use RLlib configs to control parallelism.") parser.add_argument( "--num-samples", default=1, type=int, help="Number of times to repeat each trial.") parser.add_argument( "--local-dir", default=DEFAULT_RESULTS_DIR, type=str, help="Local dir to save training results to. Defaults to '{}'.".format( DEFAULT_RESULTS_DIR)) parser.add_argument( "--upload-dir", default="", type=str, help="Optional URI to sync training results to (e.g. s3://bucket).") parser.add_argument( "--trial-name-creator", default=None, help="Optional creator function for the trial string, used in " "generating a trial directory.") parser.add_argument( "--sync-function", default=None, help="Function for syncing the local_dir to upload_dir. If string, " "then it must be a string template for syncer to run and needs to " "include replacement fields '{local_dir}' and '{remote_dir}'.") parser.add_argument( "--loggers", default=None, help="List of logger creators to be used with each Trial. " "Defaults to ray.tune.logger.DEFAULT_LOGGERS.") parser.add_argument( "--checkpoint-freq", default=0, type=int, help="How many training iterations between checkpoints. " "A value of 0 (default) disables checkpointing.") parser.add_argument( "--checkpoint-at-end", action="store_true", help="Whether to checkpoint at the end of the experiment. " "Default is False.") parser.add_argument( "--keep-checkpoints-num", default=None, type=int, help="Number of last checkpoints to keep. Others get " "deleted. Default (None) keeps all checkpoints.") parser.add_argument( "--checkpoint-score-attr", default="training_iteration", type=str, help="Specifies by which attribute to rank the best checkpoint. " "Default is increasing order. If attribute starts with min- it " "will rank attribute in decreasing order. Example: " "min-validation_loss") parser.add_argument( "--export-formats", default=None, help="List of formats that exported at the end of the experiment. " "Default is None. For RLlib, 'checkpoint' and 'model' are " "supported for TensorFlow policy graphs.") parser.add_argument( "--max-failures", default=3, type=int, help="Try to recover a trial from its last checkpoint at least this " "many times. Only applies if checkpointing is enabled.") parser.add_argument( "--scheduler", default="FIFO", type=str, help="FIFO (default), MedianStopping, AsyncHyperBand, " "HyperBand, or HyperOpt.") parser.add_argument( "--scheduler-config", default="{}", type=json.loads, help="Config options to pass to the scheduler.") # Note: this currently only makes sense when running a single trial parser.add_argument( "--restore", default=None, type=str, help="If specified, restore from this checkpoint.") return parser
python
def make_parser(parser_creator=None, **kwargs): """Returns a base argument parser for the ray.tune tool. Args: parser_creator: A constructor for the parser class. kwargs: Non-positional args to be passed into the parser class constructor. """ if parser_creator: parser = parser_creator(**kwargs) else: parser = argparse.ArgumentParser(**kwargs) # Note: keep this in sync with rllib/train.py parser.add_argument( "--run", default=None, type=str, help="The algorithm or model to train. This may refer to the name " "of a built-on algorithm (e.g. RLLib's DQN or PPO), or a " "user-defined trainable function or class registered in the " "tune registry.") parser.add_argument( "--stop", default="{}", type=json.loads, help="The stopping criteria, specified in JSON. The keys may be any " "field returned by 'train()' e.g. " "'{\"time_total_s\": 600, \"training_iteration\": 100000}' to stop " "after 600 seconds or 100k iterations, whichever is reached first.") parser.add_argument( "--config", default="{}", type=json.loads, help="Algorithm-specific configuration (e.g. env, hyperparams), " "specified in JSON.") parser.add_argument( "--resources-per-trial", default=None, type=json_to_resources, help="Override the machine resources to allocate per trial, e.g. " "'{\"cpu\": 64, \"gpu\": 8}'. Note that GPUs will not be assigned " "unless you specify them here. For RLlib, you probably want to " "leave this alone and use RLlib configs to control parallelism.") parser.add_argument( "--num-samples", default=1, type=int, help="Number of times to repeat each trial.") parser.add_argument( "--local-dir", default=DEFAULT_RESULTS_DIR, type=str, help="Local dir to save training results to. Defaults to '{}'.".format( DEFAULT_RESULTS_DIR)) parser.add_argument( "--upload-dir", default="", type=str, help="Optional URI to sync training results to (e.g. s3://bucket).") parser.add_argument( "--trial-name-creator", default=None, help="Optional creator function for the trial string, used in " "generating a trial directory.") parser.add_argument( "--sync-function", default=None, help="Function for syncing the local_dir to upload_dir. If string, " "then it must be a string template for syncer to run and needs to " "include replacement fields '{local_dir}' and '{remote_dir}'.") parser.add_argument( "--loggers", default=None, help="List of logger creators to be used with each Trial. " "Defaults to ray.tune.logger.DEFAULT_LOGGERS.") parser.add_argument( "--checkpoint-freq", default=0, type=int, help="How many training iterations between checkpoints. " "A value of 0 (default) disables checkpointing.") parser.add_argument( "--checkpoint-at-end", action="store_true", help="Whether to checkpoint at the end of the experiment. " "Default is False.") parser.add_argument( "--keep-checkpoints-num", default=None, type=int, help="Number of last checkpoints to keep. Others get " "deleted. Default (None) keeps all checkpoints.") parser.add_argument( "--checkpoint-score-attr", default="training_iteration", type=str, help="Specifies by which attribute to rank the best checkpoint. " "Default is increasing order. If attribute starts with min- it " "will rank attribute in decreasing order. Example: " "min-validation_loss") parser.add_argument( "--export-formats", default=None, help="List of formats that exported at the end of the experiment. " "Default is None. For RLlib, 'checkpoint' and 'model' are " "supported for TensorFlow policy graphs.") parser.add_argument( "--max-failures", default=3, type=int, help="Try to recover a trial from its last checkpoint at least this " "many times. Only applies if checkpointing is enabled.") parser.add_argument( "--scheduler", default="FIFO", type=str, help="FIFO (default), MedianStopping, AsyncHyperBand, " "HyperBand, or HyperOpt.") parser.add_argument( "--scheduler-config", default="{}", type=json.loads, help="Config options to pass to the scheduler.") # Note: this currently only makes sense when running a single trial parser.add_argument( "--restore", default=None, type=str, help="If specified, restore from this checkpoint.") return parser
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Returns a base argument parser for the ray.tune tool. Args: parser_creator: A constructor for the parser class. kwargs: Non-positional args to be passed into the parser class constructor.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/config_parser.py#L18-L151
train
Returns a base argument parser for the ray. tune tool.
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2050) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(54) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + '\x31' + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(12097 - 11986) + chr(0b110010) + chr(48) + chr(646 - 591), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + '\062' + chr(0b110100) + chr(0b1101 + 0o44), 0o10), ehT0Px3KOsy9(chr(48) + chr(6370 - 6259) + '\063' + '\060' + chr(1107 - 1056), 0b1000), ehT0Px3KOsy9(chr(743 - 695) + chr(111) + chr(55) + chr(0b10011 + 0o42), 44095 - 44087), ehT0Px3KOsy9(chr(1829 - 1781) + chr(0b101000 + 0o107) + chr(50) + '\067' + '\061', 0b1000), ehT0Px3KOsy9(chr(1441 - 1393) + chr(111) + chr(51) + chr(1323 - 1268) + chr(50), 7052 - 7044), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1534 - 1485) + '\x30' + '\063', 0b1000), ehT0Px3KOsy9(chr(544 - 496) + '\x6f' + chr(2228 - 2179) + '\060' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(372 - 317), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2365 - 2315) + '\x33' + '\x30', 13134 - 13126), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\x31' + chr(1243 - 1191), 61473 - 61465), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1100010 + 0o15) + chr(0b110010) + chr(0b110010), 40352 - 40344), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + '\063' + chr(0b10011 + 0o44) + chr(1220 - 1168), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + '\x36' + chr(53), 2291 - 2283), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100000 + 0o22) + '\064' + '\067', 0b1000), ehT0Px3KOsy9(chr(145 - 97) + '\157' + chr(49) + chr(53) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + '\x33' + chr(1288 - 1237) + '\x36', 28475 - 28467), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b0 + 0o60) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\x37' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(1233 - 1180) + chr(0b110111), 37474 - 37466), ehT0Px3KOsy9(chr(762 - 714) + chr(111) + '\062' + chr(52) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(53) + chr(55), 0b1000), ehT0Px3KOsy9(chr(2032 - 1984) + chr(0b10011 + 0o134) + chr(2555 - 2501) + chr(53), 8), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + chr(52) + chr(1515 - 1467), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(2221 - 2169) + chr(1136 - 1081), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(0b1110 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110000) + chr(48), 59265 - 59257), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(2786 - 2675) + chr(2083 - 2034) + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1490 - 1442) + chr(0b1101111) + chr(49) + '\x36' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(3222 - 3111) + chr(0b101111 + 0o3) + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110011) + chr(0b10000 + 0o46), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\060' + chr(1941 - 1888), 8), ehT0Px3KOsy9(chr(2220 - 2172) + chr(0b1001101 + 0o42) + chr(0b110010 + 0o1) + '\x34' + chr(0b100101 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(1714 - 1666) + '\157' + chr(0b100101 + 0o14) + '\x32' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9771 - 9660) + '\x32' + chr(0b110101) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110001) + chr(0b101100 + 0o6), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110001 + 0o4) + chr(48), 17266 - 17258)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f'), chr(0b1100100 + 0o0) + '\x65' + chr(99) + '\x6f' + '\144' + chr(9347 - 9246))(chr(0b111011 + 0o72) + chr(0b1100 + 0o150) + chr(0b100111 + 0o77) + chr(0b101001 + 0o4) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PJRAuVGrbMWA(RmPiMcml7lkc=None, **M8EIoTs2GJXE): if RmPiMcml7lkc: uvsdWIii6oeC = RmPiMcml7lkc(**M8EIoTs2GJXE) else: uvsdWIii6oeC = J3PV4AmS6TTH.ArgumentParser(**M8EIoTs2GJXE) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1100100) + chr(101) + chr(4131 - 4032) + '\x6f' + '\x64' + '\x65')(chr(11493 - 11376) + '\x74' + chr(0b1011110 + 0o10) + chr(1401 - 1356) + chr(2942 - 2886)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x16\xf2\xcf'), '\144' + chr(0b1100101) + '\143' + chr(8072 - 7961) + '\x64' + chr(2197 - 2096))(chr(117) + chr(116) + '\146' + chr(1828 - 1783) + chr(0b111000)), default=None, type=M8_cKLkHVB2V, help=xafqLlk3kkUe(SXOLrMavuUCe(b"\x05X\x01\xa7\xc0\xafZ\xd6\x88*1g\xf5\xec}\x8e\x15\xca\x05\xba\xe0\xd3\x8f\xd5@\x15T\xd5J\xe9\x10\\\x14@\xf6,\x95u\xc3\xeb(\x10\x16\xe2\xc7\xa6O\x99\x8e,e{\xf0\xa92\x92T\xca\x0f\xfe\xea\xd9\x8f\xc0\x0fWU\xceG\xf4S\x1dZ4\xff)\x81:\xdc\xe3%X\t\xa7\x89\xa6\x13\xde\xd4c\x17C\xd4\xa5p\xdbF\x87.\x8f\xcb\x9f\xc0\xd3\x0fep\xe8\x02\xac^\x1dF4\xffe\x93&\xcb\xf8|T\x01\xe1\xc8\xadX\xdd\xda77n\xf1\xa2s\x9eY\xc2J\xb8\xf0\xd1\xcc\xd5FZN\x87D\xf2^\x11Xu\xed6\xc6'\xcb\xed8C\x10\xe2\xd3\xa6Y\x99\x93-e{\xf0\xa92\x88@\xc9\x0f\xfe\xf7\xda\xc8\xc8\\AR\xde\x05"), chr(6633 - 6533) + chr(0b11010 + 0o113) + chr(99) + '\157' + '\x64' + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b101000 + 0o5) + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), '\x64' + chr(0b1100101) + chr(0b1001100 + 0o27) + '\x6f' + chr(522 - 422) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(5057 - 4955) + chr(46 - 1) + chr(773 - 717)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x17\xf3\xce\xb3'), chr(6247 - 6147) + chr(1596 - 1495) + '\x63' + chr(0b1010010 + 0o35) + chr(100) + chr(7517 - 7416))('\165' + chr(3049 - 2933) + chr(0b111111 + 0o47) + '\x2d' + chr(765 - 709)), default=xafqLlk3kkUe(SXOLrMavuUCe(b'*M'), chr(100) + chr(9579 - 9478) + chr(0b11001 + 0o112) + chr(0b1010011 + 0o34) + '\x64' + chr(101))(chr(0b1110101) + '\164' + chr(1201 - 1099) + chr(277 - 232) + chr(56)), type=xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'=_\x05\xe3\xd2'), chr(100) + '\145' + chr(4311 - 4212) + '\157' + '\x64' + chr(0b1100101))(chr(9870 - 9753) + chr(459 - 343) + '\x66' + '\055' + chr(1397 - 1341))), help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x05X\x01\xa7\xd2\xb7R\xc9\x8a*+h\xb8\xaf`\x95A\xc2\x18\xb7\xe4\x93\x8f\xd2_PC\xceM\xe9\x1b\x16\x14}\xf0e\xac\x06\xe1\xc4\x7f\x100\xef\xc4\xe3V\xdc\x830eb\xf9\xb52\x9eP\x87\x0b\xb0\xfc\x9f\xc9\xc8JYD\x87Y\xe5\n\x07Fz\xfb!\xc67\xd7\xaavD\x16\xe6\xc8\xad\x15\x90\xddc !\xff\xe22\xdbN\x85\x1e\xb7\xe8\xda\xf0\xd5@AA\xcbt\xf3\\H\x14"\xaeu\xcau\x8c\xfe#Q\r\xe9\xc8\xadZ\xe6\x937 }\xf9\xb8{\x93[\x85P\xfe\xb4\x8f\x9f\x91\x1f\x05]\x80\x0b\xf4\x11RG`\xf15\xc64\xc8\xfe4BD\xb1\x91\xf3\x1d\xca\x9f *a\xfc\xbf2\x93G\x87[\xee\xb5\xd4\x8f\xc8[PR\xc6_\xe9\x11\x1cG8\xbe2\x8e<\xcd\xe24F\x01\xf5\x81\xaaN\x99\x88&$l\xf0\xa9v\xdcS\xce\x18\xad\xf1\x91'), chr(0b1100100) + chr(10101 - 10000) + chr(0b1100011) + '\157' + chr(100) + '\x65')(chr(0b1110101) + chr(2101 - 1985) + chr(3358 - 3256) + '\055' + chr(56))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1100100) + chr(101) + chr(0b1010000 + 0o23) + chr(12017 - 11906) + chr(100) + chr(101))(chr(7884 - 7767) + '\164' + chr(102) + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x07\xe8\xcf\xa5T\xde'), chr(3643 - 3543) + '\x65' + chr(0b1100011) + chr(0b1100011 + 0o14) + chr(0b1100100) + chr(0b100001 + 0o104))(chr(0b1110101) + '\164' + '\146' + '\055' + chr(0b110101 + 0o3)), default=xafqLlk3kkUe(SXOLrMavuUCe(b'*M'), '\x64' + chr(101) + chr(99) + chr(111) + chr(0b1100100) + chr(0b1001100 + 0o31))(chr(0b101001 + 0o114) + chr(116) + '\146' + chr(0b1100 + 0o41) + '\x38'), type=xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'=_\x05\xe3\xd2'), '\x64' + chr(0b1100100 + 0o1) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b101100 + 0o111) + chr(0b1100010 + 0o22) + '\x66' + '\055' + '\x38')), help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\\\x03\xe8\xd3\xaaI\xd1\x97n6\x7f\xfd\xaf{\x9a\\\xc4J\xbd\xea\xd1\xc9\xc8H@R\xc6_\xe9\x11\x1c\x14<\xfbk\x81{\x8e\xef?FH\xa7\xc9\xbaM\xdc\x883$}\xf9\xa1a\xd5\x19\x87\x19\xae\xe0\xdc\xc6\xc7FPD\x87B\xee^8g[\xd0k'), '\144' + chr(101) + chr(99) + chr(0b1101111) + chr(0b110001 + 0o63) + chr(0b1100101))('\x75' + chr(11072 - 10956) + chr(2260 - 2158) + chr(0b101101) + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1110 + 0o126) + '\145' + chr(0b1100011) + '\x6f' + chr(5013 - 4913) + chr(101))(chr(117) + chr(3004 - 2888) + '\146' + chr(214 - 169) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x16\xe2\xd2\xacH\xcb\x99&6"\xe8\xa9`\xd1A\xd5\x03\xbf\xe9'), chr(0b1100100 + 0o0) + chr(0b1100101) + '\143' + chr(7145 - 7034) + chr(0b100001 + 0o103) + '\x65')('\165' + chr(0b1110001 + 0o3) + '\x66' + chr(0b101000 + 0o5) + chr(56)), default=None, type=LTR46Wsvcedw, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1eF\x01\xf5\xd3\xaaY\xdc\xda7-j\xb8\xa1s\x9f]\xce\x04\xbb\xa5\xcd\xca\xd2@@R\xc4N\xf3^\x06[4\xff)\x8a:\xcd\xeb%UD\xf7\xc4\xb1\x1d\xcd\x88*$c\xb4\xecw\xd2R\x89J\xf9\xfe\x9d\xcc\xd1Z\x17\x1a\x87\x1d\xb4RR\x16s\xee0\xc4o\x8e\xb2,\x17J\xa7\xef\xacI\xdc\xda7-n\xec\xecU\xac`\xd4J\xa9\xec\xd3\xc3\x81AZT\x87I\xe5^\x13Gg\xf7"\x880\xca\xaa$^\x08\xe2\xd2\xb0\x1d\xc0\x956e|\xe8\xa9q\x95S\xdeJ\xaa\xed\xda\xc2\x81GPR\xc2\x05\xa08\x1dF4\xcc\t\x8a<\xcc\xa6qI\x0b\xf2\x81\xb3O\xd6\x98"\'c\xe1\xece\x9d[\xd3J\xaa\xea\x9f\xc3\xc4NCE\x87_\xe8\x17\x01\x14u\xf2*\x880\x8e\xeb?TD\xf2\xd2\xa6\x1d\xeb\xb6/,m\xb8\xaf}\x92S\xce\r\xad\xa5\xcb\xc0\x81LZN\xd3Y\xef\x12RDu\xec$\x8a9\xcb\xe68C\t\xa9'), chr(0b1100100) + '\x65' + chr(1780 - 1681) + chr(111) + chr(0b1100000 + 0o4) + '\x65')('\165' + '\x74' + chr(4546 - 4444) + '\055' + '\070')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), '\144' + '\x65' + chr(0b100111 + 0o74) + chr(0b1101111) + chr(100) + '\x65')('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\n\xf2\xcc\xeeN\xd8\x973)j\xeb'), '\144' + chr(101) + '\143' + chr(0b101111 + 0o100) + chr(8854 - 8754) + chr(0b1100101))(chr(0b1110000 + 0o5) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(56)), default=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001), ord("\x08")), type=ehT0Px3KOsy9, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1fE\t\xe5\xc4\xb1\x1d\xd6\x9cc1f\xf5\xa9a\xdcA\xc8J\xac\xe0\xcf\xca\xc0[\x15E\xc6H\xe8^\x06F}\xff)\xc8'), '\x64' + '\x65' + '\143' + chr(9953 - 9842) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + '\070')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(3969 - 3869) + chr(8136 - 8035) + chr(0b1010000 + 0o23) + '\157' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(116) + '\x66' + chr(0b10100 + 0o31) + chr(2994 - 2938)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x08\xe8\xc2\xa2Q\x94\x9e*7'), chr(8153 - 8053) + chr(3586 - 3485) + chr(0b11100 + 0o107) + chr(2229 - 2118) + '\x64' + '\145')('\165' + chr(10958 - 10842) + '\146' + chr(0b1100 + 0o41) + chr(0b110100 + 0o4)), default=wjBWmwXqAh2I, type=M8_cKLkHVB2V, help=xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d_\x07\xe6\xcd\xe3Y\xd0\x88c1`\xb8\xbfs\x8aP\x87\x1e\xac\xe4\xd6\xc1\xc8AR\x00\xd5N\xf3\x0b\x1e@g\xbe1\x89{\x8e\xce4V\x05\xf2\xcd\xb7N\x99\x8e,e(\xe3\xb15\xd2'), '\144' + chr(6362 - 6261) + '\143' + '\157' + chr(0b1011010 + 0o12) + chr(101))(chr(117) + chr(0b100011 + 0o121) + '\x66' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\x04\x16\xe8\xe9\xa2n\x8a\xaa3 e'), chr(100) + chr(0b110110 + 0o57) + '\x63' + chr(0b1001111 + 0o40) + chr(100) + chr(2868 - 2767))('\165' + '\x74' + '\x66' + chr(0b101101) + '\070'))(wjBWmwXqAh2I)) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + chr(4276 - 4176) + chr(0b1100101))('\x75' + '\164' + '\146' + chr(939 - 894) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b"|\x1d\x11\xf7\xcd\xac\\\xdd\xd7',}"), chr(0b1100100) + '\x65' + chr(0b110000 + 0o63) + chr(111) + chr(0b10010 + 0o122) + chr(0b11000 + 0o115))(chr(0b1110101) + '\164' + '\x66' + chr(0b10010 + 0o33) + '\070'), default=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + chr(3830 - 3714) + chr(102) + chr(0b100110 + 0o7) + chr(0b101010 + 0o16)), type=M8_cKLkHVB2V, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e@\x10\xee\xce\xad\\\xd5\xda\x16\x17F\xb8\xb8}\xdcF\xde\x04\xbd\xa5\xcb\xdd\xc0F[I\xc9L\xa0\x0c\x17Ga\xf21\x95u\xda\xe5q\x18\x01\xa9\xc6\xed\x1d\xca\xc9yj \xfa\xb9q\x97P\xd3C\xf0'), '\144' + chr(3560 - 3459) + chr(99) + '\x6f' + chr(0b1100100) + '\145')(chr(12017 - 11900) + chr(0b1110100) + chr(0b1100110) + chr(478 - 433) + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), '\x64' + chr(8911 - 8810) + chr(0b1100011) + chr(5828 - 5717) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b101100 + 0o1) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x10\xf5\xc8\xa2Q\x94\x94"(j\xb5\xaf`\x99T\xd3\x05\xac'), '\144' + '\x65' + chr(0b1011110 + 0o5) + '\157' + chr(8980 - 8880) + '\145')(chr(117) + chr(0b1010110 + 0o36) + '\x66' + '\x2d' + '\070'), default=None, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e@\x10\xee\xce\xad\\\xd5\xda 7j\xf9\xb8}\x8e\x15\xc1\x1f\xb0\xe6\xcb\xc6\xceA\x15F\xc8Y\xa0\n\x1aQ4\xea7\x8f4\xc2\xaa"D\x16\xee\xcf\xa4\x11\x99\x8f0 k\xb8\xa5|\xdcR\xc2\x04\xbb\xf7\xde\xdb\xc8AR\x00\xc6\x0b\xf4\x0c\x1bUx\xbe!\x8f\'\xcb\xe9%_\x16\xfe\x8f'), chr(100) + chr(5860 - 5759) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1100010 + 0o23) + chr(12131 - 12015) + '\x66' + '\x2d' + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), '\144' + chr(0b110010 + 0o63) + chr(2207 - 2108) + '\x6f' + chr(0b1001000 + 0o34) + chr(0b1000011 + 0o42))(chr(10363 - 10246) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x17\xfe\xcf\xa0\x10\xdf\x8f-&{\xf1\xa3|'), chr(0b111101 + 0o47) + chr(0b1010 + 0o133) + '\143' + chr(0b1001001 + 0o46) + '\x64' + '\x65')(chr(0b1000111 + 0o56) + chr(0b1110100) + '\x66' + chr(0b11001 + 0o24) + '\070'), default=None, help=xafqLlk3kkUe(SXOLrMavuUCe(b"\x17E\n\xe4\xd5\xaaR\xd7\xda%*}\xb8\xbfk\x92V\xce\x04\xb9\xa5\xcb\xc7\xc4\x0fYO\xc4J\xec!\x16]f\xbe1\x89u\xdb\xfa=_\x05\xe3\xfe\xa7T\xcb\xd4c\x0ci\xb8\xbff\x8e\\\xc9\r\xf2\xa5\xcb\xc7\xc4A\x15I\xd3\x0b\xed\x0b\x01@4\xfc \xc64\x8e\xf9%B\r\xe9\xc6\xe3I\xdc\x973)n\xec\xa92\x9aZ\xd5J\xad\xfc\xd1\xcc\xc4]\x15T\xc8\x0b\xf2\x0b\x1c\x14u\xf0!\xc6;\xcb\xef5CD\xf3\xce\xe3T\xd7\x99/0k\xfd\xec`\x99E\xcb\x0b\xbd\xe0\xd2\xca\xcf[\x15F\xceN\xec\x1a\x01\x143\xe5)\x896\xcf\xe6\x0eT\r\xf5\xdc\xe4\x1d\xd8\x94'e(\xe3\xbew\x91Z\xd3\x0f\x81\xe1\xd6\xdd\xdc\x08\x1b"), chr(1741 - 1641) + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + chr(0b1110 + 0o127))('\165' + '\164' + '\146' + chr(0b10 + 0o53) + chr(0b100100 + 0o24))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(100) + '\x65')(chr(10807 - 10690) + '\x74' + chr(0b1100110) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x08\xe8\xc6\xa4X\xcb\x89'), chr(0b1100100) + chr(0b100100 + 0o101) + chr(0b1100011) + '\x6f' + chr(0b111011 + 0o51) + '\x65')('\x75' + '\164' + chr(8124 - 8022) + '\055' + '\x38'), default=None, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1dY\x17\xf3\x81\xac[\x99\x96,"h\xfd\xbe2\x9fG\xc2\x0b\xaa\xea\xcd\xdc\x81[Z\x00\xc5N\xa0\x0b\x01Qp\xbe2\x8f!\xc6\xaa4Q\x07\xef\x81\x97O\xd0\x9b/k/\xdc\xa9t\x9d@\xcb\x1e\xad\xa5\xcb\xc0\x81]TY\x89_\xf5\x10\x17\x1ax\xf1"\x810\xdc\xa4\x15u"\xc6\xf4\x8fi\xe6\xb6\x0c\x02H\xdd\x9eA\xd2'), chr(100) + chr(0b10010 + 0o123) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1011011 + 0o12))(chr(0b1101100 + 0o11) + '\164' + '\x66' + '\x2d' + chr(0b101010 + 0o16))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(100) + '\145' + chr(0b100001 + 0o102) + '\157' + chr(0b10000 + 0o124) + chr(0b1100101))(chr(0b1101001 + 0o14) + '\164' + chr(0b1100110) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x07\xef\xc4\xa0V\xc9\x95*+{\xb5\xaa`\x99D'), chr(0b111100 + 0o50) + chr(0b1100101) + chr(9725 - 9626) + chr(111) + chr(0b1100100) + '\145')(chr(0b100101 + 0o120) + chr(116) + chr(0b1100110) + chr(0b10101 + 0o30) + chr(56)), default=ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + chr(0b11011 + 0o25), ord("\x08")), type=ehT0Px3KOsy9, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x19_\x13\xa7\xcc\xa2S\xc0\xda77n\xf1\xa2{\x92R\x87\x03\xaa\xe0\xcd\xce\xd5FZN\xd4\x0b\xe2\x1b\x06Cq\xfb+\xc66\xc6\xef2[\x14\xe8\xc8\xadI\xca\xd4c\x04/\xee\xad~\x89P\x87\x05\xb8\xa5\x8f\x8f\x89KPF\xc6^\xec\n[\x14p\xf76\x877\xc2\xef"\x10\x07\xef\xc4\xa0V\xc9\x95*+{\xf1\xa2u\xd2'), '\144' + chr(6353 - 6252) + chr(5934 - 5835) + '\x6f' + '\x64' + chr(0b110010 + 0o63))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(56))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + '\144' + '\145')(chr(0b1110101) + chr(116) + chr(102) + chr(1825 - 1780) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x07\xef\xc4\xa0V\xc9\x95*+{\xb5\xadf\xd1P\xc9\x0e'), chr(0b1100100) + chr(0b1010011 + 0o22) + chr(892 - 793) + chr(0b1010010 + 0o35) + chr(0b11111 + 0o105) + '\145')(chr(0b1101111 + 0o6) + chr(0b1001100 + 0o50) + '\146' + chr(45) + '\x38'), action=xafqLlk3kkUe(SXOLrMavuUCe(b'"D\x0b\xf5\xc4\x9cI\xcb\x8f&'), '\144' + '\x65' + '\x63' + '\157' + chr(100) + chr(4964 - 4863))(chr(6316 - 6199) + chr(2458 - 2342) + chr(102) + chr(45) + chr(56)), help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x06X\x01\xf3\xc9\xa6O\x99\x8e,el\xf0\xa9q\x97E\xc8\x03\xb0\xf1\x9f\xce\xd5\x0fAH\xc2\x0b\xe5\x10\x16\x14{\xf8e\x92=\xcb\xaa4H\x14\xe2\xd3\xaaP\xdc\x947k/\xdc\xa9t\x9d@\xcb\x1e\xfe\xec\xcc\x8f\xe7NYS\xc2\x05'), '\x64' + '\145' + chr(99) + '\157' + chr(100) + '\145')('\165' + chr(0b1110100) + chr(7541 - 7439) + chr(0b1110 + 0o37) + chr(0b111000))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1011000 + 0o14) + chr(0b101000 + 0o75) + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(680 - 635) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x0f\xe2\xc4\xb3\x10\xda\x92&&d\xe8\xa3{\x92A\xd4G\xb0\xf0\xd2'), '\144' + chr(3698 - 3597) + '\143' + '\157' + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + chr(0b10 + 0o53) + chr(56)), default=None, type=ehT0Px3KOsy9, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1fE\t\xe5\xc4\xb1\x1d\xd6\x9cc)n\xeb\xb82\x9f]\xc2\t\xb5\xf5\xd0\xc6\xcf[F\x00\xd3D\xa0\x15\x17Qd\xb0e\xa9!\xc6\xef#CD\xe0\xc4\xb7\x1d\xdd\x9f/ {\xfd\xa8<\xdcq\xc2\x0c\xbf\xf0\xd3\xdb\x81\x07{O\xc9N\xa9^\x19Qq\xee6\xc64\xc2\xe6qS\x0c\xe2\xc2\xa8M\xd6\x93-1|\xb6'), '\x64' + chr(101) + chr(4835 - 4736) + '\x6f' + '\144' + chr(3378 - 3277))(chr(117) + chr(4731 - 4615) + '\x66' + chr(45) + chr(860 - 804))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(7052 - 6951))(chr(5084 - 4967) + '\x74' + chr(0b1100001 + 0o5) + chr(0b1100 + 0o41) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x07\xef\xc4\xa0V\xc9\x95*+{\xb5\xbfq\x93G\xc2G\xbf\xf1\xcb\xdd'), '\x64' + chr(9012 - 8911) + '\143' + '\157' + '\144' + chr(101))('\x75' + chr(579 - 463) + chr(4203 - 4101) + chr(45) + '\070'), default=xafqLlk3kkUe(SXOLrMavuUCe(b'%B\x05\xee\xcf\xaaS\xde\xa5*1j\xea\xadf\x95Z\xc9'), '\x64' + '\x65' + chr(0b1100011) + chr(0b100110 + 0o111) + '\144' + chr(101))(chr(117) + '\164' + chr(3045 - 2943) + chr(45) + '\070'), type=M8_cKLkHVB2V, help=xafqLlk3kkUe(SXOLrMavuUCe(b"\x02@\x01\xe4\xc8\xa5T\xdc\x89c'v\xb8\xbbz\x95V\xcfJ\xbf\xf1\xcb\xdd\xc8M@T\xc2\x0b\xf4\x11RFu\xf0.\xc6!\xc6\xefqR\x01\xf4\xd5\xe3^\xd1\x9f .\x7f\xf7\xa5|\x88\x1b\x87.\xbb\xe3\xde\xda\xcd[\x15I\xd4\x0b\xe9\x10\x11Fq\xff6\x8f;\xc9\xaa>B\x00\xe2\xd3\xed\x1d\xf0\x9cc${\xec\xbe{\x9e@\xd3\x0f\xfe\xf6\xcb\xce\xd3[F\x00\xd0B\xf4\x16RY}\xf0h\xc6<\xda\xaa&Y\x08\xeb\x81\xb1\\\xd7\x91c${\xec\xbe{\x9e@\xd3\x0f\xfe\xec\xd1\x8f\xc5JVR\xc2J\xf3\x17\x1cS4\xf17\x820\xdc\xa4qu\x1c\xe6\xcc\xb3Q\xdc\xc0c(f\xf6\xe1d\x9dY\xce\x0e\xbf\xf1\xd6\xc0\xcfpYO\xd4X"), chr(100) + chr(4547 - 4446) + '\143' + chr(5223 - 5112) + chr(8999 - 8899) + '\x65')('\165' + '\x74' + chr(102) + '\055' + chr(56))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(100) + chr(1476 - 1375) + '\x63' + '\x6f' + '\144' + '\x65')(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(831 - 775)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x01\xff\xd1\xacO\xcd\xd7%*}\xf5\xadf\x8f'), '\144' + '\x65' + chr(0b1100011) + chr(0b1110 + 0o141) + '\x64' + chr(0b100111 + 0o76))('\x75' + '\164' + '\x66' + '\x2d' + '\070'), default=None, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1dY\x17\xf3\x81\xac[\x99\x9c,7b\xf9\xb8a\xdcA\xcf\x0b\xaa\xa5\xda\xd7\xd1@GT\xc2O\xa0\x1f\x06\x14`\xf6 \xc60\xc0\xeeq_\x02\xa7\xd5\xabX\x99\x9f;5j\xea\xa5\x7f\x99[\xd3D\xfe\xc1\xda\xc9\xc0ZYT\x87B\xf3^<[z\xfbk\xc6\x13\xc1\xf8qb(\xeb\xc8\xa1\x11\x99\xdd -j\xfb\xa7b\x93\\\xc9\x1e\xf9\xa5\xde\xc1\xc5\x0f\x12M\xc8O\xe5\x12U\x14u\xec \xc6&\xdb\xfa!_\x16\xf3\xc4\xa7\x1d\xdf\x951e[\xfd\xa2a\x93G\xe1\x06\xb1\xf2\x9f\xdf\xceC\\C\xde\x0b\xe7\x0c\x13D|\xedk'), '\x64' + '\145' + chr(0b1010111 + 0o14) + '\x6f' + chr(0b1111 + 0o125) + '\145')(chr(0b1110101) + chr(0b1001110 + 0o46) + '\x66' + '\055' + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), '\x64' + '\x65' + chr(7144 - 7045) + chr(0b101101 + 0o102) + chr(0b1100100) + chr(0b1011111 + 0o6))(chr(0b1110101) + '\x74' + chr(102) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\t\xe6\xd9\xee[\xd8\x93/0}\xfd\xbf'), '\144' + chr(101) + '\x63' + chr(111) + '\x64' + '\145')(chr(1846 - 1729) + chr(0b1100000 + 0o24) + '\x66' + chr(45) + chr(0b10001 + 0o47)), default=ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + chr(1980 - 1929), ord("\x08")), type=ehT0Px3KOsy9, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x05B\x1d\xa7\xd5\xac\x1d\xcb\x9f *y\xfd\xbe2\x9d\x15\xd3\x18\xb7\xe4\xd3\x8f\xc7]ZM\x87B\xf4\rRXu\xed1\xc66\xc6\xef2[\x14\xe8\xc8\xadI\x99\x9b7ec\xfd\xada\x88\x15\xd3\x02\xb7\xf6\x9f\xc2\xc0AL\x00\xd3B\xed\x1b\x01\x1a4\xd1+\x8a,\x8e\xeb!@\x08\xee\xc4\xb0\x1d\xd0\x9cc&g\xfd\xafy\x8cZ\xce\x04\xaa\xec\xd1\xc8\x81FF\x00\xc2E\xe1\x1c\x1eQp\xb0'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + '\x65')(chr(4864 - 4747) + '\164' + chr(3701 - 3599) + chr(0b101100 + 0o1) + chr(1556 - 1500))) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b110001 + 0o63) + chr(0b10100 + 0o121) + chr(4889 - 4790) + chr(111) + '\x64' + '\x65')(chr(117) + '\164' + chr(0b1100110) + '\x2d' + chr(204 - 148)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x17\xe4\xc9\xa6Y\xcc\x96&7'), chr(263 - 163) + chr(5074 - 4973) + chr(0b1011000 + 0o13) + '\157' + chr(100) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b101101) + '\070'), default=xafqLlk3kkUe(SXOLrMavuUCe(b'\x17y"\xc8'), chr(4653 - 4553) + chr(4621 - 4520) + chr(8678 - 8579) + chr(111) + chr(293 - 193) + '\145')(chr(0b1110101) + chr(116) + chr(102) + chr(0b101101) + '\x38'), type=M8_cKLkHVB2V, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x17y"\xc8\x81\xebY\xdc\x9c"0c\xec\xe5>\xdcx\xc2\x0e\xb7\xe4\xd1\xfc\xd5@EP\xceE\xe7RRug\xe7+\x85\x1d\xd7\xfa4B&\xe6\xcf\xa7\x11\x99\xb2:5j\xea\x8es\x92Q\x8bJ\xb1\xf7\x9f\xe7\xd8_PR\xe8[\xf4P'), '\x64' + '\145' + chr(0b100100 + 0o77) + chr(4513 - 4402) + chr(6535 - 6435) + '\145')(chr(0b101111 + 0o106) + chr(116) + chr(102) + chr(0b101101) + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b101100 + 0o70) + chr(1813 - 1712) + chr(0b1100011) + '\x6f' + chr(100) + chr(2727 - 2626))(chr(12505 - 12388) + chr(12127 - 12011) + '\146' + chr(1139 - 1094) + chr(2547 - 2491)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x17\xe4\xc9\xa6Y\xcc\x96&7"\xfb\xa3|\x9a\\\xc0'), chr(0b101000 + 0o74) + chr(0b11111 + 0o106) + chr(0b1100011) + chr(0b1011 + 0o144) + chr(0b111100 + 0o50) + '\x65')('\x75' + chr(0b1110100) + '\146' + '\055' + '\070'), default=xafqLlk3kkUe(SXOLrMavuUCe(b'*M'), chr(2902 - 2802) + '\x65' + chr(6207 - 6108) + chr(111) + chr(0b1100100) + chr(6497 - 6396))('\165' + chr(8045 - 7929) + chr(0b1100110) + '\055' + '\x38'), type=xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'=_\x05\xe3\xd2'), chr(0b100111 + 0o75) + chr(0b1100101) + chr(7764 - 7665) + '\157' + chr(100) + '\145')('\x75' + '\x74' + chr(102) + chr(45) + chr(56))), help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x12_\n\xe1\xc8\xa4\x1d\xd6\x8a7,`\xf6\xbf2\x88Z\x87\x1a\xbf\xf6\xcc\x8f\xd5@\x15T\xcfN\xa0\r\x11\\q\xfa0\x8a0\xdc\xa4'), '\x64' + chr(0b1100101) + '\143' + chr(2406 - 2295) + chr(100) + chr(0b1111 + 0o126))(chr(117) + '\x74' + '\x66' + chr(0b10110 + 0o27) + '\x38')) xafqLlk3kkUe(uvsdWIii6oeC, xafqLlk3kkUe(SXOLrMavuUCe(b'0T\x00\xd8\xc0\xb1Z\xcc\x97&+{'), chr(0b1100100) + chr(101) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(1331 - 1214) + chr(0b1101000 + 0o14) + chr(0b1100110) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\x1d\x16\xe2\xd2\xb7R\xcb\x9f'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\x2d' + '\x38'), default=None, type=M8_cKLkHVB2V, help=xafqLlk3kkUe(SXOLrMavuUCe(b'\x18VD\xf4\xd1\xa6^\xd0\x9c* k\xb4\xec`\x99F\xd3\x05\xac\xe0\x9f\xc9\xd3@X\x00\xd3C\xe9\rRW|\xfb&\x8d%\xc1\xe3?DJ'), '\x64' + chr(0b110 + 0o137) + chr(0b110111 + 0o54) + '\x6f' + '\x64' + chr(3307 - 3206))(chr(117) + '\164' + chr(102) + chr(45) + chr(0b100010 + 0o26))) return uvsdWIii6oeC
ray-project/ray
python/ray/tune/config_parser.py
to_argv
def to_argv(config): """Converts configuration to a command line argument format.""" argv = [] for k, v in config.items(): if "-" in k: raise ValueError("Use '_' instead of '-' in `{}`".format(k)) if v is None: continue if not isinstance(v, bool) or v: # for argparse flags argv.append("--{}".format(k.replace("_", "-"))) if isinstance(v, string_types): argv.append(v) elif isinstance(v, bool): pass else: argv.append(json.dumps(v, cls=_SafeFallbackEncoder)) return argv
python
def to_argv(config): """Converts configuration to a command line argument format.""" argv = [] for k, v in config.items(): if "-" in k: raise ValueError("Use '_' instead of '-' in `{}`".format(k)) if v is None: continue if not isinstance(v, bool) or v: # for argparse flags argv.append("--{}".format(k.replace("_", "-"))) if isinstance(v, string_types): argv.append(v) elif isinstance(v, bool): pass else: argv.append(json.dumps(v, cls=_SafeFallbackEncoder)) return argv
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Converts configuration to a command line argument format.
[ "Converts", "configuration", "to", "a", "command", "line", "argument", "format", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/config_parser.py#L154-L170
train
Converts a dictionary to a command line argument format.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(600 - 551) + chr(0b110100) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1011 - 960) + '\060' + chr(608 - 560), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b110101) + chr(911 - 857), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(659 - 607) + '\062', 0o10), ehT0Px3KOsy9(chr(480 - 432) + chr(111) + '\062' + '\x30' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(0b110001) + chr(2913 - 2859) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b110101) + chr(945 - 896), 29446 - 29438), ehT0Px3KOsy9(chr(250 - 202) + chr(111) + chr(0b11010 + 0o34) + chr(0b100 + 0o63), 0b1000), ehT0Px3KOsy9(chr(352 - 304) + chr(0b1101111) + chr(50) + chr(0b11010 + 0o34) + chr(48), 16401 - 16393), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(621 - 510) + chr(0b110010) + chr(2703 - 2650) + chr(0b110011 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1001011 + 0o44) + chr(0b111 + 0o53) + chr(2308 - 2255) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100000 + 0o22) + chr(53) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(724 - 613) + '\x32' + chr(397 - 347) + chr(1345 - 1296), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2805 - 2752) + chr(50), 10380 - 10372), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11111 + 0o24) + '\063' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110010) + chr(0b110011) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4294 - 4183) + '\x33' + chr(49) + chr(0b10111 + 0o33), 0b1000), ehT0Px3KOsy9(chr(788 - 740) + chr(8513 - 8402) + chr(49) + chr(54) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(1058 - 1004) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1271 - 1223) + '\157' + chr(2594 - 2543) + chr(0b1000 + 0o54) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b100001 + 0o116) + '\x32' + chr(53) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(136 - 25) + '\x32' + chr(0b101100 + 0o6) + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\064' + '\066', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b11010 + 0o31) + chr(48) + chr(0b11001 + 0o36), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x30' + '\067', 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(342 - 287), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(968 - 919) + chr(0b100100 + 0o16), 33843 - 33835), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1607 - 1555) + chr(0b10 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(2121 - 2072) + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(54) + chr(2577 - 2523), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(1420 - 1365) + chr(0b110000 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + chr(943 - 893) + '\060' + '\062', 36367 - 36359), ehT0Px3KOsy9(chr(1804 - 1756) + chr(0b1000010 + 0o55) + '\061' + '\x32' + chr(1006 - 958), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\063' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b1010 + 0o50) + chr(48), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\067' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(837 - 786) + '\067' + chr(0b10110 + 0o40), 0o10), ehT0Px3KOsy9(chr(243 - 195) + '\x6f' + chr(51) + chr(0b100101 + 0o21) + chr(0b1010 + 0o47), 35963 - 35955), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x31' + chr(0b110000), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'M'), chr(1990 - 1890) + chr(0b1100101) + chr(8585 - 8486) + chr(0b10011 + 0o134) + chr(0b100010 + 0o102) + chr(0b1100100 + 0o1))('\x75' + chr(5480 - 5364) + chr(898 - 796) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def WMyLqJZ5F9vi(jAj7S20Ct06o): Dw9NS1vKj6EW = [] for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(jAj7S20Ct06o, xafqLlk3kkUe(SXOLrMavuUCe(b'-\xba\x98\x87\xce,\x1a~\xdc\xfd\xe3\x94'), chr(0b1100100) + chr(0b110101 + 0o60) + chr(99) + chr(7975 - 7864) + '\144' + chr(0b1010110 + 0o17))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(0b111000)))(): if xafqLlk3kkUe(SXOLrMavuUCe(b'N'), chr(0b111 + 0o135) + chr(0b11 + 0o142) + chr(1329 - 1230) + chr(111) + chr(3370 - 3270) + '\x65')(chr(0b1110101) + chr(7449 - 7333) + chr(0b1100110) + '\055' + chr(56)) in OolUPRJhRaJd: raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"6\xb3\x8b\xc2\xa0)\x0e\x17\xd9\xc0\xd8\xd9\xf4K\xbb\xbc\xa5\x17\x11\xc1\x82\xb6\xc6\xae\xa9'*\xe5Y+"), chr(904 - 804) + chr(0b10101 + 0o120) + chr(6930 - 6831) + chr(0b100 + 0o153) + chr(0b1001001 + 0o33) + chr(6839 - 6738))(chr(117) + chr(0b1001011 + 0o51) + chr(0b1011101 + 0o11) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'5\xf4\x9c\x8d\xcf\x17z\x04\xe0\xde\xce\xc7'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + chr(0b100011 + 0o101) + chr(101))('\x75' + chr(11468 - 11352) + chr(102) + '\055' + '\x38'))(OolUPRJhRaJd)) if cMbll0QYhULo is None: continue if not PlSM16l2KDPD(cMbll0QYhULo, WbBjf8Y7v9VN) or cMbll0QYhULo: xafqLlk3kkUe(Dw9NS1vKj6EW, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xb0\x9e\x87\xe9\x12'), chr(4337 - 4237) + chr(0b1100001 + 0o4) + '\x63' + '\x6f' + chr(4914 - 4814) + chr(256 - 155))('\x75' + chr(5250 - 5134) + chr(7183 - 7081) + '\x2d' + chr(140 - 84)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'N\xed\x95\x9f'), chr(0b1001100 + 0o30) + chr(7614 - 7513) + '\x63' + chr(0b1101111) + chr(6646 - 6546) + chr(0b1100101))(chr(0b1100100 + 0o21) + chr(5745 - 5629) + '\146' + chr(45) + chr(0b1111 + 0o51)), xafqLlk3kkUe(SXOLrMavuUCe(b'5\xf4\x9c\x8d\xcf\x17z\x04\xe0\xde\xce\xc7'), chr(2515 - 2415) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + '\x65')('\x75' + chr(0b1011 + 0o151) + '\146' + chr(0b101101) + chr(56)))(xafqLlk3kkUe(OolUPRJhRaJd, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xa5\x9e\x8e\xe6\x15L'), chr(100) + '\x65' + chr(0b11011 + 0o110) + chr(111) + chr(0b11 + 0o141) + '\145')(chr(0b11111 + 0o126) + chr(0b1110100) + '\x66' + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'<'), chr(0b1100100) + chr(3288 - 3187) + chr(4172 - 4073) + chr(111) + chr(0b1010110 + 0o16) + '\x65')(chr(117) + '\164' + '\x66' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'N'), chr(0b10100 + 0o120) + chr(6984 - 6883) + '\x63' + chr(0b1000 + 0o147) + '\144' + '\x65')('\x75' + '\164' + '\146' + '\x2d' + chr(223 - 167))))) if PlSM16l2KDPD(cMbll0QYhULo, sInLJQno9SRQ): xafqLlk3kkUe(Dw9NS1vKj6EW, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xb0\x9e\x87\xe9\x12'), chr(100) + chr(0b1100101) + '\143' + chr(0b1001 + 0o146) + chr(0b10101 + 0o117) + chr(2771 - 2670))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(451 - 406) + chr(0b111000)))(cMbll0QYhULo) elif PlSM16l2KDPD(cMbll0QYhULo, WbBjf8Y7v9VN): pass else: xafqLlk3kkUe(Dw9NS1vKj6EW, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xb0\x9e\x87\xe9\x12'), chr(0b11010 + 0o112) + chr(0b1100101) + chr(0b1100011) + chr(8968 - 8857) + '\144' + '\145')('\x75' + chr(8040 - 7924) + chr(0b1010110 + 0o20) + chr(645 - 600) + chr(0b111000)))(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xb5\x83\x92\xf4'), chr(100) + chr(101) + chr(99) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(8302 - 8186) + '\x66' + '\055' + '\070'))(cMbll0QYhULo, cls=mQI4w68pEwoB)) return Dw9NS1vKj6EW
ray-project/ray
python/ray/tune/config_parser.py
create_trial_from_spec
def create_trial_from_spec(spec, output_path, parser, **trial_kwargs): """Creates a Trial object from parsing the spec. Arguments: spec (dict): A resolved experiment specification. Arguments should The args here should correspond to the command line flags in ray.tune.config_parser. output_path (str); A specific output path within the local_dir. Typically the name of the experiment. parser (ArgumentParser): An argument parser object from make_parser. trial_kwargs: Extra keyword arguments used in instantiating the Trial. Returns: A trial object with corresponding parameters to the specification. """ try: args = parser.parse_args(to_argv(spec)) except SystemExit: raise TuneError("Error parsing args, see above message", spec) if "resources_per_trial" in spec: trial_kwargs["resources"] = json_to_resources( spec["resources_per_trial"]) return Trial( # Submitting trial via server in py2.7 creates Unicode, which does not # convert to string in a straightforward manner. trainable_name=spec["run"], # json.load leads to str -> unicode in py2.7 config=spec.get("config", {}), local_dir=os.path.join(args.local_dir, output_path), # json.load leads to str -> unicode in py2.7 stopping_criterion=spec.get("stop", {}), checkpoint_freq=args.checkpoint_freq, checkpoint_at_end=args.checkpoint_at_end, keep_checkpoints_num=args.keep_checkpoints_num, checkpoint_score_attr=args.checkpoint_score_attr, export_formats=spec.get("export_formats", []), # str(None) doesn't create None restore_path=spec.get("restore"), upload_dir=args.upload_dir, trial_name_creator=spec.get("trial_name_creator"), loggers=spec.get("loggers"), # str(None) doesn't create None sync_function=spec.get("sync_function"), max_failures=args.max_failures, **trial_kwargs)
python
def create_trial_from_spec(spec, output_path, parser, **trial_kwargs): """Creates a Trial object from parsing the spec. Arguments: spec (dict): A resolved experiment specification. Arguments should The args here should correspond to the command line flags in ray.tune.config_parser. output_path (str); A specific output path within the local_dir. Typically the name of the experiment. parser (ArgumentParser): An argument parser object from make_parser. trial_kwargs: Extra keyword arguments used in instantiating the Trial. Returns: A trial object with corresponding parameters to the specification. """ try: args = parser.parse_args(to_argv(spec)) except SystemExit: raise TuneError("Error parsing args, see above message", spec) if "resources_per_trial" in spec: trial_kwargs["resources"] = json_to_resources( spec["resources_per_trial"]) return Trial( # Submitting trial via server in py2.7 creates Unicode, which does not # convert to string in a straightforward manner. trainable_name=spec["run"], # json.load leads to str -> unicode in py2.7 config=spec.get("config", {}), local_dir=os.path.join(args.local_dir, output_path), # json.load leads to str -> unicode in py2.7 stopping_criterion=spec.get("stop", {}), checkpoint_freq=args.checkpoint_freq, checkpoint_at_end=args.checkpoint_at_end, keep_checkpoints_num=args.keep_checkpoints_num, checkpoint_score_attr=args.checkpoint_score_attr, export_formats=spec.get("export_formats", []), # str(None) doesn't create None restore_path=spec.get("restore"), upload_dir=args.upload_dir, trial_name_creator=spec.get("trial_name_creator"), loggers=spec.get("loggers"), # str(None) doesn't create None sync_function=spec.get("sync_function"), max_failures=args.max_failures, **trial_kwargs)
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Creates a Trial object from parsing the spec. Arguments: spec (dict): A resolved experiment specification. Arguments should The args here should correspond to the command line flags in ray.tune.config_parser. output_path (str); A specific output path within the local_dir. Typically the name of the experiment. parser (ArgumentParser): An argument parser object from make_parser. trial_kwargs: Extra keyword arguments used in instantiating the Trial. Returns: A trial object with corresponding parameters to the specification.
[ "Creates", "a", "Trial", "object", "from", "parsing", "the", "spec", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/config_parser.py#L173-L218
train
Creates a Trial object from parsing the experiment specification.
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2485), 18170 - 18162), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(10965 - 10854) + chr(0b110001) + chr(59 - 8) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2025 - 1914) + '\061' + chr(0b110010) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9222 - 9111) + '\062' + '\x31' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(7104 - 6993) + chr(51) + chr(2222 - 2174) + chr(2463 - 2410), 29996 - 29988), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(0b110010) + '\062' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x30' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b0 + 0o66) + chr(1812 - 1763), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101101 + 0o4) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b11 + 0o57) + '\x31' + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + chr(2452 - 2402) + chr(0b100001 + 0o24) + chr(0b100011 + 0o16), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(50) + chr(0b110110) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(11048 - 10937) + chr(2029 - 1979) + '\x30', 0o10), ehT0Px3KOsy9(chr(1905 - 1857) + chr(4827 - 4716) + chr(0b11110 + 0o23) + chr(752 - 698) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b101101 + 0o11) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + '\x33' + chr(49) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b10011 + 0o37) + chr(0b110101 + 0o1) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(245 - 194) + chr(0b110101), 53441 - 53433), ehT0Px3KOsy9(chr(188 - 140) + chr(8759 - 8648) + '\062' + chr(54) + chr(0b11000 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b100 + 0o56) + chr(1564 - 1516), 37828 - 37820), ehT0Px3KOsy9(chr(1257 - 1209) + '\157' + chr(0b101110 + 0o4) + chr(0b100101 + 0o20) + '\x32', 0o10), ehT0Px3KOsy9(chr(369 - 321) + chr(0b1101111) + '\x31' + '\063' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(976 - 927) + '\065' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1685 - 1637) + chr(0b10 + 0o155) + '\062' + chr(914 - 861) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7820 - 7709) + chr(49) + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b110011) + '\062' + chr(1499 - 1446), 60975 - 60967), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(50) + chr(0b110010) + chr(0b101101 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(0b110010) + chr(49) + '\x36', 8), ehT0Px3KOsy9(chr(1068 - 1020) + chr(3287 - 3176) + chr(50) + chr(50) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b110010) + chr(0b10111 + 0o32) + '\061', 61670 - 61662), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(0b10100 + 0o36) + chr(2205 - 2154) + chr(639 - 585), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(51) + '\060' + '\064', 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(50) + chr(0b110100 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + '\062' + '\x33' + chr(931 - 883), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b10101 + 0o42) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(49) + chr(49) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1802 - 1754) + chr(111) + chr(0b110011) + '\x32' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + chr(0b110010) + '\060' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\067', 63493 - 63485)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b101011 + 0o104) + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b'), chr(100) + chr(101) + '\143' + '\x6f' + chr(0b101111 + 0o65) + chr(0b110011 + 0o62))(chr(117) + '\164' + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def oAlfjvN9IBcv(IH4wfF5htxM9, pybif4rGbt58, uvsdWIii6oeC, **LZGqggrgMuG7): try: kJDRfRhcZHjS = uvsdWIii6oeC.parse_args(WMyLqJZ5F9vi(IH4wfF5htxM9)) except pz9FlfzsWoy1: raise HJKwRlaB772i(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x7f-<\xfc\xe5\xe1\xa5\xc3z\xe4\xc7\xd30\x17\x00\xad\xc6\xb1\x96\xe3\xcf>I\xcf4\xba\xe4\xeb\xb4\xe4\xfb\xb7f\xf9\x9c('), chr(100) + '\x65' + '\x63' + chr(0b101111 + 0o100) + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(6736 - 6634) + '\x2d' + chr(0b10010 + 0o46)), IH4wfF5htxM9) if xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7h,<\xfb\xb7\xf2\xa1\xc2V\xfd\xcc\xc6O\x02\x00\xa3\xd4\xf1'), chr(100) + chr(8975 - 8874) + chr(0b10110 + 0o115) + '\x6f' + '\x64' + chr(0b1001000 + 0o35))('\165' + '\x74' + '\x66' + chr(0b110 + 0o47) + chr(0b110101 + 0o3)) in IH4wfF5htxM9: LZGqggrgMuG7[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7h,<\xfb\xb7\xf2\xa1\xc2'), chr(8985 - 8885) + chr(0b1100101) + '\x63' + '\157' + chr(100) + chr(101))('\165' + '\x74' + chr(102) + chr(45) + chr(0b1010 + 0o56))] = LTR46Wsvcedw(IH4wfF5htxM9[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7h,<\xfb\xb7\xf2\xa1\xc2V\xfd\xcc\xc6O\x02\x00\xa3\xd4\xf1'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + '\144' + '\x65')(chr(0b1110101) + chr(116) + '\146' + chr(0b101101) + '\x38')]) return bKgNCjeVNupv(trainable_name=IH4wfF5htxM9[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7x1'), chr(100) + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + '\x2d' + '\070')], config=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), chr(100) + '\x65' + '\x63' + chr(3488 - 3377) + chr(4626 - 4526) + chr(101))(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6b15\xe7\xa2'), '\x64' + chr(0b110101 + 0o60) + chr(895 - 796) + chr(0b1000010 + 0o55) + chr(2967 - 2867) + '\145')(chr(0b1011001 + 0o34) + chr(0b110 + 0o156) + chr(102) + '\055' + chr(253 - 197)), {}), local_dir=xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfab\x08\x0b\xf4\xb1\xc7\x8a\xdfx\xc5\xef'), '\144' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1011010 + 0o12) + chr(0b1100101))('\165' + chr(116) + chr(102) + chr(0b101101) + chr(0b101110 + 0o12)))(xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9b<2\xe2\x9a\xf5\xad\xc3'), '\144' + chr(9475 - 9374) + chr(99) + chr(0b1101111) + '\144' + '\x65')('\x75' + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000))), pybif4rGbt58), stopping_criterion=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1000111 + 0o35) + '\145')(chr(8904 - 8787) + chr(116) + chr(1156 - 1054) + chr(0b100110 + 0o7) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6y0#'), chr(0b1001000 + 0o34) + chr(9062 - 8961) + chr(99) + chr(7066 - 6955) + chr(2671 - 2571) + chr(0b100101 + 0o100))(chr(0b1001000 + 0o55) + '\164' + '\146' + chr(45) + '\x38'), {}), checkpoint_freq=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6e:0\xe5\xb5\xfe\xad\xdf}\xd2\xcf\xc6u\x07'), chr(2272 - 2172) + chr(101) + '\143' + '\x6f' + '\x64' + chr(0b1011 + 0o132))('\x75' + '\x74' + chr(5218 - 5116) + '\055' + chr(56))), checkpoint_at_end=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6e:0\xe5\xb5\xfe\xad\xdf}\xd2\xc8\xc0O\x13\x1c\xae'), chr(0b10001 + 0o123) + '\x65' + chr(0b10111 + 0o114) + chr(0b1101010 + 0o5) + '\x64' + '\145')('\x75' + chr(116) + '\146' + chr(0b101 + 0o50) + '\x38')), keep_checkpoints_num=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xceh:#\xd1\xa6\xf9\xa1\xd2b\xfd\xc6\xdd~\x02\x01\x95\xdb\xe8\xdb'), chr(3260 - 3160) + chr(101) + chr(595 - 496) + chr(507 - 396) + chr(0b110001 + 0o63) + '\x65')('\165' + chr(0b101000 + 0o114) + chr(8138 - 8036) + chr(862 - 817) + chr(56))), checkpoint_score_attr=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6e:0\xe5\xb5\xfe\xad\xdf}\xd2\xda\xd7\x7f\x04\x17\x95\xd4\xe9\xc2\xe2'), chr(100) + chr(5583 - 5482) + chr(0b1000001 + 0o42) + chr(111) + chr(3793 - 3693) + chr(0b110101 + 0o60))(chr(0b101111 + 0o106) + chr(116) + chr(0b1100 + 0o132) + '\055' + chr(0b11001 + 0o37))), export_formats=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), chr(100) + chr(101) + chr(99) + '\157' + '\x64' + chr(0b1100101))(chr(117) + chr(11922 - 11806) + '\x66' + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0u/<\xfc\xb1\xce\xa2\xde{\xe0\xc8\xc0c'), '\144' + chr(101) + chr(0b1010011 + 0o20) + chr(111) + '\x64' + chr(0b1100101))('\165' + chr(0b1110 + 0o146) + chr(2839 - 2737) + '\055' + chr(56)), []), restore_path=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), chr(4172 - 4072) + chr(3976 - 3875) + '\143' + '\x6f' + chr(0b110101 + 0o57) + '\145')(chr(1307 - 1190) + chr(0b101 + 0o157) + chr(102) + chr(45) + chr(1172 - 1116)))(xafqLlk3kkUe(SXOLrMavuUCe(b"\xd7h,'\xe1\xb7\xf4"), chr(100) + chr(101) + chr(99) + '\157' + chr(0b1011 + 0o131) + '\145')(chr(0b1110011 + 0o2) + '\164' + chr(0b100011 + 0o103) + chr(0b101101) + chr(0b111000))), upload_dir=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0}3<\xef\xa1\xce\xa0\xd8{'), chr(5254 - 5154) + chr(0b101001 + 0o74) + chr(0b100010 + 0o101) + chr(0b1101111) + chr(5983 - 5883) + '\x65')('\x75' + '\164' + '\146' + '\x2d' + chr(56))), trial_name_creator=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + '\144' + '\x65')(chr(6267 - 6150) + chr(0b11010 + 0o132) + chr(102) + chr(0b0 + 0o55) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\x7f62\xe2\x9a\xff\xa5\xdcl\xd2\xca\xc6u\x17\x06\xa5\xc7'), chr(0b1010010 + 0o22) + chr(0b10010 + 0o123) + chr(99) + chr(111) + chr(4455 - 4355) + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b10000 + 0o50))), loggers=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), chr(0b1100100) + chr(6879 - 6778) + chr(0b1100011) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + chr(0b10111 + 0o135) + chr(102) + chr(0b11101 + 0o20) + chr(0b100000 + 0o30)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9b84\xeb\xb7\xe2'), '\x64' + chr(0b101011 + 0o72) + '\143' + chr(111) + chr(100) + chr(0b100010 + 0o103))(chr(0b1110101) + chr(0b1100100 + 0o20) + chr(0b1100110) + chr(743 - 698) + chr(0b10011 + 0o45))), sync_function=xafqLlk3kkUe(IH4wfF5htxM9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2h+'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + chr(1478 - 1378) + chr(0b1001101 + 0o30))(chr(11924 - 11807) + chr(0b1110100) + chr(7399 - 7297) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6t10\xd1\xa3\xe4\xaa\xd2}\xe4\xc6\xda'), chr(9757 - 9657) + chr(0b1100101) + chr(0b1001 + 0o132) + chr(111) + chr(100) + '\145')(chr(117) + '\x74' + '\x66' + chr(0b100011 + 0o12) + '\070')), max_failures=xafqLlk3kkUe(kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b"\xc8l'\x0c\xe8\xa4\xf8\xa8\xc4{\xe8\xda"), chr(100) + chr(3405 - 3304) + chr(0b1100011) + '\157' + chr(100) + chr(5766 - 5665))(chr(117) + chr(0b1110100) + '\146' + chr(45) + chr(0b110011 + 0o5))), **LZGqggrgMuG7)
ray-project/ray
python/ray/autoscaler/gcp/node_provider.py
wait_for_compute_zone_operation
def wait_for_compute_zone_operation(compute, project_name, operation, zone): """Poll for compute zone operation until finished.""" logger.info("wait_for_compute_zone_operation: " "Waiting for operation {} to finish...".format( operation["name"])) for _ in range(MAX_POLLS): result = compute.zoneOperations().get( project=project_name, operation=operation["name"], zone=zone).execute() if "error" in result: raise Exception(result["error"]) if result["status"] == "DONE": logger.info("wait_for_compute_zone_operation: " "Operation {} finished.".format(operation["name"])) break time.sleep(POLL_INTERVAL) return result
python
def wait_for_compute_zone_operation(compute, project_name, operation, zone): """Poll for compute zone operation until finished.""" logger.info("wait_for_compute_zone_operation: " "Waiting for operation {} to finish...".format( operation["name"])) for _ in range(MAX_POLLS): result = compute.zoneOperations().get( project=project_name, operation=operation["name"], zone=zone).execute() if "error" in result: raise Exception(result["error"]) if result["status"] == "DONE": logger.info("wait_for_compute_zone_operation: " "Operation {} finished.".format(operation["name"])) break time.sleep(POLL_INTERVAL) return result
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Poll for compute zone operation until finished.
[ "Poll", "for", "compute", "zone", "operation", "until", "finished", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/gcp/node_provider.py#L22-L42
train
Poll for compute zone operation until finished.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(53), 46835 - 46827), ehT0Px3KOsy9(chr(48) + chr(10807 - 10696) + chr(0b1000 + 0o51) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(406 - 358) + chr(0b111100 + 0o63) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(49) + chr(52) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(611 - 561) + chr(54) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\x30' + chr(0b11101 + 0o30), 1315 - 1307), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b10001 + 0o46) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1413 - 1359) + '\067', 0o10), ehT0Px3KOsy9(chr(155 - 107) + '\x6f' + chr(0b110001) + chr(0b110000) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(49) + chr(55) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(1221 - 1170) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2435 - 2385) + '\x35' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(51) + '\x34' + chr(0b111 + 0o60), 0o10), ehT0Px3KOsy9(chr(564 - 516) + '\157' + chr(51) + chr(2332 - 2277) + chr(1812 - 1758), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(387 - 337) + '\x36', 34761 - 34753), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(0b1011 + 0o47) + chr(2241 - 2193) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1305 - 1255) + '\x35' + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(1627 - 1575), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b110000) + chr(876 - 824), 0b1000), ehT0Px3KOsy9(chr(1458 - 1410) + chr(111) + chr(49) + chr(1815 - 1765) + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(1354 - 1243) + '\062' + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + chr(1061 - 950) + chr(0b110010) + chr(54) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110011) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6338 - 6227) + chr(0b110011) + chr(51) + '\064', 0o10), ehT0Px3KOsy9(chr(776 - 728) + '\157' + chr(0b110010 + 0o3) + chr(908 - 860), 0b1000), ehT0Px3KOsy9(chr(978 - 930) + chr(111) + chr(51) + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11011 + 0o26) + chr(0b110101) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(51) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(3242 - 3131) + chr(0b110000 + 0o3) + '\060' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(8269 - 8158) + chr(49) + '\061' + chr(51), 22982 - 22974), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(50) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\061' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1147 - 1097) + chr(262 - 213) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(2062 - 2014), 8), ehT0Px3KOsy9(chr(48) + chr(9247 - 9136) + '\x31' + chr(2376 - 2325) + chr(1876 - 1824), ord("\x08")), ehT0Px3KOsy9(chr(347 - 299) + '\157' + '\x32' + chr(2736 - 2681) + '\066', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2677 - 2624) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'2'), chr(0b1100100) + chr(101) + '\x63' + chr(111) + chr(9334 - 9234) + '\145')(chr(9280 - 9163) + chr(2453 - 2337) + '\146' + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def C_8cpzA3vHWn(Bb4XOt_dN1Ug, Wb2tmD6M2Dn5, OhZfTtIXfIah, tkjmMDCfK6X4): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'O:Di\x13\xd0"\xce],%\xb3'), '\x64' + '\x65' + chr(99) + '\x6f' + '\144' + '\145')(chr(0b1011010 + 0o33) + chr(116) + chr(102) + '\x2d' + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'klee9\xd5*\x8bh#\x10\xb5\xdf\x92\x8a\xf3\xd8\xd1C\xaa5J\xdfT\xfe\xaeI\xb2\x000\xabq,\xc3\xa8\xe3OA2\xd9<kccF\xdc5\x9cE!\x0b\xb1\xc0\x89\xde\xed\xfa\x8bX\xabps\xd9J\xf2\xaf@\xe8Gq'), '\144' + '\145' + chr(0b100111 + 0o74) + '\x6f' + chr(1996 - 1896) + chr(101))('\x75' + chr(0b1110100) + chr(5168 - 5066) + chr(0b101101 + 0o0) + chr(2446 - 2390)), xafqLlk3kkUe(SXOLrMavuUCe(b'J9~~.\xd2\x16\xcag0\x1a\xb2'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + '\x65')('\165' + '\x74' + chr(102) + chr(0b101011 + 0o2) + chr(0b111000)))(OhZfTtIXfIah[xafqLlk3kkUe(SXOLrMavuUCe(b'rlat'), chr(0b1100100) + chr(0b111111 + 0o46) + chr(8992 - 8893) + chr(0b1011001 + 0o26) + chr(8875 - 8775) + chr(0b1100101))(chr(1410 - 1293) + chr(116) + chr(102) + chr(0b100110 + 0o7) + '\070')])) for VNGQdHSFPrso in vQr8gNKaIaWE(DCL3ALU25m9z): ShZmEKfTkAOZ = Bb4XOt_dN1Ug.zoneOperations().get(project=Wb2tmD6M2Dn5, operation=OhZfTtIXfIah[xafqLlk3kkUe(SXOLrMavuUCe(b'rlat'), chr(100) + '\x65' + chr(8889 - 8790) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1423 - 1378) + chr(2158 - 2102))], zone=tkjmMDCfK6X4).execute() if xafqLlk3kkUe(SXOLrMavuUCe(b'y\x7f~~\x14'), '\144' + chr(5558 - 5457) + '\143' + '\x6f' + chr(0b1100100) + chr(7784 - 7683))('\x75' + '\164' + chr(0b1100110) + chr(0b10011 + 0o32) + chr(0b111000)) in ShZmEKfTkAOZ: raise jLmadlzMdunT(ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'y\x7f~~\x14'), chr(0b110100 + 0o60) + chr(0b11010 + 0o113) + '\x63' + chr(0b1101111) + '\144' + chr(101))('\x75' + '\164' + chr(102) + chr(90 - 45) + chr(56))]) if ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'oyme\x13\xc0'), chr(100) + chr(7358 - 7257) + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(2711 - 2594) + '\x74' + chr(4737 - 4635) + chr(1131 - 1086) + '\x38')] == xafqLlk3kkUe(SXOLrMavuUCe(b'XBBT'), chr(100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + '\x74' + chr(0b1011010 + 0o14) + chr(410 - 365) + chr(2961 - 2905)): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'O:Di\x13\xd0"\xce],%\xb3'), chr(100) + chr(7288 - 7187) + chr(99) + chr(6859 - 6748) + chr(100) + chr(0b111011 + 0o52))('\165' + '\164' + chr(0b1001111 + 0o27) + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'klee9\xd5*\x8bh#\x10\xb5\xdf\x92\x8a\xf3\xd8\xd1C\xaa5J\xdfT\xfe\xaeI\xb2\x000\xabq,\xdb\xb9\xefII(\xd7sc,j\x1b\x93#\x90Y)\x0c\xb0\xca\x83\xd0'), chr(100) + chr(4487 - 4386) + chr(0b1000011 + 0o40) + '\x6f' + chr(100) + chr(0b100 + 0o141))(chr(9022 - 8905) + chr(0b1110100) + chr(0b110000 + 0o66) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'J9~~.\xd2\x16\xcag0\x1a\xb2'), chr(0b1 + 0o143) + chr(4002 - 3901) + '\143' + chr(111) + '\x64' + '\145')(chr(0b1110101) + '\164' + '\x66' + '\x2d' + chr(0b111000)))(OhZfTtIXfIah[xafqLlk3kkUe(SXOLrMavuUCe(b'rlat'), chr(0b1100100) + '\145' + chr(197 - 98) + '\x6f' + chr(100) + '\x65')('\165' + chr(116) + chr(102) + '\055' + chr(56))])) break xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'oait\x16'), '\x64' + chr(0b1100101) + chr(0b100 + 0o137) + '\157' + '\144' + chr(101))(chr(10790 - 10673) + '\x74' + chr(0b1100110) + chr(0b10000 + 0o35) + '\070'))(w1T93xvdv42M) return ShZmEKfTkAOZ
ray-project/ray
python/ray/experimental/signal.py
_get_task_id
def _get_task_id(source): """Return the task id associated to the generic source of the signal. Args: source: source of the signal, it can be either an object id returned by a task, a task id, or an actor handle. Returns: - If source is an object id, return id of task which creted object. - If source is an actor handle, return id of actor's task creator. - If source is a task id, return same task id. """ if type(source) is ray.actor.ActorHandle: return source._ray_actor_id else: if type(source) is ray.TaskID: return source else: return ray._raylet.compute_task_id(source)
python
def _get_task_id(source): """Return the task id associated to the generic source of the signal. Args: source: source of the signal, it can be either an object id returned by a task, a task id, or an actor handle. Returns: - If source is an object id, return id of task which creted object. - If source is an actor handle, return id of actor's task creator. - If source is a task id, return same task id. """ if type(source) is ray.actor.ActorHandle: return source._ray_actor_id else: if type(source) is ray.TaskID: return source else: return ray._raylet.compute_task_id(source)
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Return the task id associated to the generic source of the signal. Args: source: source of the signal, it can be either an object id returned by a task, a task id, or an actor handle. Returns: - If source is an object id, return id of task which creted object. - If source is an actor handle, return id of actor's task creator. - If source is a task id, return same task id.
[ "Return", "the", "task", "id", "associated", "to", "the", "generic", "source", "of", "the", "signal", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/signal.py#L36-L54
train
Returns the task id associated to the generic source of the signal.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b101100 + 0o6) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(927 - 816) + chr(49) + chr(2352 - 2303) + '\066', 27553 - 27545), ehT0Px3KOsy9(chr(48) + chr(9104 - 8993) + chr(0b110011) + chr(2578 - 2523) + '\060', 13016 - 13008), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11101 + 0o24) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + '\063' + chr(0b110000) + chr(0b11000 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101000 + 0o11) + chr(0b110011) + chr(0b11110 + 0o24), 0o10), ehT0Px3KOsy9(chr(1488 - 1440) + chr(111) + '\063' + chr(0b1 + 0o63) + chr(0b110011 + 0o0), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110001) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b110 + 0o151) + '\062' + chr(0b11100 + 0o25) + chr(1628 - 1573), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1478 - 1424) + '\066', 5425 - 5417), ehT0Px3KOsy9(chr(1097 - 1049) + chr(0b1101111) + '\x32' + chr(0b110011) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\062' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\x31' + chr(0b111 + 0o55) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(51) + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100001 + 0o22) + '\067' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(51) + chr(0b110100) + '\x30', 15834 - 15826), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(52) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\064' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1010110 + 0o31) + '\x35' + chr(54), 46709 - 46701), ehT0Px3KOsy9(chr(2042 - 1994) + chr(0b1010111 + 0o30) + '\062' + chr(2421 - 2368) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o40) + chr(48) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100010 + 0o17) + '\x36' + chr(2478 - 2423), 40058 - 40050), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x32' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10111 + 0o32) + chr(55) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(53) + chr(0b110011), 35311 - 35303), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b110101) + chr(0b110001), 35554 - 35546), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + '\063', 57765 - 57757), ehT0Px3KOsy9(chr(86 - 38) + chr(111) + chr(0b110011) + '\067' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b101100 + 0o103) + chr(638 - 587) + chr(48) + chr(48), 58488 - 58480), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x31' + chr(55), 28277 - 28269), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o57) + chr(54) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1143 - 1094) + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11000 + 0o33) + chr(0b110001) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7782 - 7671) + chr(0b110010) + chr(2356 - 2305) + '\x34', 0o10), ehT0Px3KOsy9(chr(1676 - 1628) + chr(111) + '\x31' + chr(0b100101 + 0o14) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\063' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(1237 - 1189) + '\x30', 8), ehT0Px3KOsy9(chr(0b110000) + chr(9905 - 9794) + '\x33' + '\x31' + '\x34', 7869 - 7861)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd'), chr(0b101000 + 0o74) + chr(0b11 + 0o142) + chr(9394 - 9295) + chr(0b1101111) + '\x64' + chr(101))(chr(2666 - 2549) + '\x74' + chr(9908 - 9806) + chr(0b10 + 0o53) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ikaTfHX7_vuU(Qas9W3D0Xbzi): if PlSM16l2KDPD(Qas9W3D0Xbzi, xafqLlk3kkUe(H9zaXRrGK6Cq.actor, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2-\x8cd\xb6\x12\x82\xa0Z\xe3S'), chr(7352 - 7252) + '\x65' + '\x63' + '\x6f' + chr(0b110110 + 0o56) + chr(0b101011 + 0o72))(chr(117) + chr(0b1110100) + chr(5050 - 4948) + '\x2d' + '\x38'))): return xafqLlk3kkUe(Qas9W3D0Xbzi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc<\x99r\x9b;\x80\xbaQ\xfdi\xf0\xf6'), chr(0b111010 + 0o52) + chr(0b1100101) + chr(0b1100011) + chr(0b1010001 + 0o36) + chr(6013 - 5913) + '\145')(chr(117) + chr(8397 - 8281) + '\x66' + '\x2d' + chr(0b111000))) elif PlSM16l2KDPD(Qas9W3D0Xbzi, xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7/\x8b`\x8d\x1e'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(111) + chr(0b100000 + 0o104) + chr(0b1000001 + 0o44))(chr(8184 - 8067) + '\x74' + chr(0b1100110) + chr(0b11001 + 0o24) + chr(56)))): return Qas9W3D0Xbzi else: return xafqLlk3kkUe(H9zaXRrGK6Cq._raylet, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0!\x95{\xb1.\x86\x91J\xeeE\xf2\xcd\x08\xbf'), chr(6144 - 6044) + '\x65' + '\143' + '\157' + chr(9041 - 8941) + '\145')(chr(0b10001 + 0o144) + chr(116) + '\146' + chr(0b10010 + 0o33) + chr(0b1100 + 0o54)))(Qas9W3D0Xbzi)
ray-project/ray
python/ray/experimental/signal.py
send
def send(signal): """Send signal. The signal has a unique identifier that is computed from (1) the id of the actor or task sending this signal (i.e., the actor or task calling this function), and (2) an index that is incremented every time this source sends a signal. This index starts from 1. Args: signal: Signal to be sent. """ if hasattr(ray.worker.global_worker, "actor_creation_task_id"): source_key = ray.worker.global_worker.actor_id.hex() else: # No actors; this function must have been called from a task source_key = ray.worker.global_worker.current_task_id.hex() encoded_signal = ray.utils.binary_to_hex(cloudpickle.dumps(signal)) ray.worker.global_worker.redis_client.execute_command( "XADD " + source_key + " * signal " + encoded_signal)
python
def send(signal): """Send signal. The signal has a unique identifier that is computed from (1) the id of the actor or task sending this signal (i.e., the actor or task calling this function), and (2) an index that is incremented every time this source sends a signal. This index starts from 1. Args: signal: Signal to be sent. """ if hasattr(ray.worker.global_worker, "actor_creation_task_id"): source_key = ray.worker.global_worker.actor_id.hex() else: # No actors; this function must have been called from a task source_key = ray.worker.global_worker.current_task_id.hex() encoded_signal = ray.utils.binary_to_hex(cloudpickle.dumps(signal)) ray.worker.global_worker.redis_client.execute_command( "XADD " + source_key + " * signal " + encoded_signal)
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Send signal. The signal has a unique identifier that is computed from (1) the id of the actor or task sending this signal (i.e., the actor or task calling this function), and (2) an index that is incremented every time this source sends a signal. This index starts from 1. Args: signal: Signal to be sent.
[ "Send", "signal", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/signal.py#L57-L76
train
Send a signal to the current node of the cluster.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o2) + '\060' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110011) + chr(0b110100) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(4970 - 4859) + '\x31' + '\x34' + chr(0b100111 + 0o13), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1110 + 0o44) + chr(0b101101 + 0o12) + '\x33', 36590 - 36582), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1111 + 0o44) + '\x30' + chr(0b11100 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\064' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o10) + chr(0b110100) + '\x36', 29019 - 29011), ehT0Px3KOsy9(chr(1945 - 1897) + '\x6f' + '\x31' + chr(0b10001 + 0o40) + chr(1182 - 1130), 0b1000), ehT0Px3KOsy9(chr(1175 - 1127) + chr(111) + '\062' + chr(156 - 108) + chr(260 - 209), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b101 + 0o152) + chr(0b101111 + 0o10) + chr(0b110111), 23412 - 23404), ehT0Px3KOsy9(chr(1531 - 1483) + chr(0b1101111) + chr(0b100011 + 0o20) + chr(52) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\064' + chr(1354 - 1302), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b110100 + 0o73) + chr(49) + '\x35' + chr(0b100101 + 0o22), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b10001 + 0o42) + chr(0b100010 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(801 - 747) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\x31' + '\x34', 8), ehT0Px3KOsy9(chr(79 - 31) + '\x6f' + chr(50) + chr(50) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(3274 - 3163) + chr(0b110011) + '\066' + chr(0b1001 + 0o47), 14904 - 14896), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1673 - 1622) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101100 + 0o6) + chr(0b100111 + 0o11) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11101 + 0o24) + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b110000) + chr(0b110111), 20413 - 20405), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + chr(53), 0b1000), ehT0Px3KOsy9(chr(1835 - 1787) + chr(0b1101111) + '\x34' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\065' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b100101 + 0o22) + chr(49), 60496 - 60488), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(49) + chr(0b1101 + 0o51) + chr(1278 - 1228), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\060' + chr(1540 - 1490), 0b1000), ehT0Px3KOsy9(chr(2256 - 2208) + chr(0b101110 + 0o101) + '\063' + chr(0b110111) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(49) + chr(126 - 73) + chr(0b11010 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11037 - 10926) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10000 + 0o41) + chr(48) + chr(0b11100 + 0o27), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1693 - 1643) + '\063' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(828 - 778) + chr(0b10101 + 0o34) + chr(0b10101 + 0o42), 61147 - 61139), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101111 + 0o4) + chr(0b11111 + 0o23) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1797 - 1742), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(1213 - 1165) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\061' + chr(1284 - 1231), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1100110 + 0o11) + chr(50) + '\064' + '\064', 8), ehT0Px3KOsy9('\060' + chr(10268 - 10157) + chr(0b110011) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(184 - 136), 55070 - 55062)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9'), '\x64' + chr(928 - 827) + chr(0b1100011) + '\157' + chr(0b10100 + 0o120) + chr(4734 - 4633))(chr(0b1000111 + 0o56) + chr(116) + '\146' + chr(1369 - 1324) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def oR8uL58nAa6x(ZDvW02DvHNUc): if lot1PSoAwYhj(xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\x8e\r\xd9\xa5\x889;\xecM\x8e\xc1\x1d'), '\x64' + '\145' + '\x63' + chr(0b101011 + 0o104) + '\x64' + '\145')(chr(0b1110101) + chr(10667 - 10551) + chr(0b1100110) + '\055' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\x81\x16\xd4\xb6\xbb\x05>\xe6^\x91\xcd\x00\xf3\xe98\xf6\x83q\xdf\x1c\xe3'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + chr(401 - 301) + chr(0b101000 + 0o75))('\x75' + chr(0b1010100 + 0o40) + chr(102) + chr(1287 - 1242) + '\070')): FHFQgcWAQ3EG = H9zaXRrGK6Cq.worker.global_worker.actor_id.hex() else: FHFQgcWAQ3EG = H9zaXRrGK6Cq.worker.global_worker.current_task_id.hex() fEjUcpWdpyWR = H9zaXRrGK6Cq.utils.binary_to_hex(ZY3OzmClEx6g.dumps(ZDvW02DvHNUc)) xafqLlk3kkUe(H9zaXRrGK6Cq.worker.global_worker.redis_client, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\x9a\x07\xd8\xb1\x90\x03\x13\xe0P\x88\xc9\x0e\xf3\xd2'), chr(6336 - 6236) + '\x65' + '\x63' + chr(357 - 246) + '\x64' + chr(0b100110 + 0o77))('\x75' + '\x74' + chr(102) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\xa3&\xff\xe4'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b111011 + 0o52))(chr(117) + '\x74' + '\146' + chr(0b101101) + '\070') + FHFQgcWAQ3EG + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7\xc8B\xc8\xad\x83\x08-\xef\x1f'), chr(100) + '\145' + chr(6327 - 6228) + chr(0b101100 + 0o103) + chr(3869 - 3769) + chr(0b1100101))(chr(11731 - 11614) + chr(3488 - 3372) + '\146' + chr(1432 - 1387) + chr(0b1011 + 0o55)) + fEjUcpWdpyWR)
ray-project/ray
python/ray/experimental/signal.py
receive
def receive(sources, timeout=None): """Get all outstanding signals from sources. A source can be either (1) an object ID returned by the task (we want to receive signals from), or (2) an actor handle. When invoked by the same entity E (where E can be an actor, task or driver), for each source S in sources, this function returns all signals generated by S since the last receive() was invoked by E on S. If this is the first call on S, this function returns all past signals generated by S so far. Note that different actors, tasks or drivers that call receive() on the same source S will get independent copies of the signals generated by S. Args: sources: List of sources from which the caller waits for signals. A source is either an object ID returned by a task (in this case the object ID is used to identify that task), or an actor handle. If the user passes the IDs of multiple objects returned by the same task, this function returns a copy of the signals generated by that task for each object ID. timeout: Maximum time (in seconds) this function waits to get a signal from a source in sources. If None, the timeout is infinite. Returns: A list of pairs (S, sig), where S is a source in the sources argument, and sig is a signal generated by S since the last time receive() was called on S. Thus, for each S in sources, the return list can contain zero or multiple entries. """ # If None, initialize the timeout to a huge value (i.e., over 30,000 years # in this case) to "approximate" infinity. if timeout is None: timeout = 10**12 if timeout < 0: raise ValueError("The 'timeout' argument cannot be less than 0.") if not hasattr(ray.worker.global_worker, "signal_counters"): ray.worker.global_worker.signal_counters = defaultdict(lambda: b"0") signal_counters = ray.worker.global_worker.signal_counters # Map the ID of each source task to the source itself. task_id_to_sources = defaultdict(lambda: []) for s in sources: task_id_to_sources[_get_task_id(s).hex()].append(s) # Construct the redis query. query = "XREAD BLOCK " # Multiply by 1000x since timeout is in sec and redis expects ms. query += str(1000 * timeout) query += " STREAMS " query += " ".join([task_id for task_id in task_id_to_sources]) query += " " query += " ".join([ ray.utils.decode(signal_counters[ray.utils.hex_to_binary(task_id)]) for task_id in task_id_to_sources ]) answers = ray.worker.global_worker.redis_client.execute_command(query) if not answers: return [] results = [] # Decoding is a little bit involved. Iterate through all the answers: for i, answer in enumerate(answers): # Make sure the answer corresponds to a source, s, in sources. task_id = ray.utils.decode(answer[0]) task_source_list = task_id_to_sources[task_id] # The list of results for source s is stored in answer[1] for r in answer[1]: for s in task_source_list: if r[1][1].decode("ascii") == ACTOR_DIED_STR: results.append((s, ActorDiedSignal())) else: # Now it gets tricky: r[0] is the redis internal sequence # id signal_counters[ray.utils.hex_to_binary(task_id)] = r[0] # r[1] contains a list with elements (key, value), in our # case we only have one key "signal" and the value is the # signal. signal = cloudpickle.loads( ray.utils.hex_to_binary(r[1][1])) results.append((s, signal)) return results
python
def receive(sources, timeout=None): """Get all outstanding signals from sources. A source can be either (1) an object ID returned by the task (we want to receive signals from), or (2) an actor handle. When invoked by the same entity E (where E can be an actor, task or driver), for each source S in sources, this function returns all signals generated by S since the last receive() was invoked by E on S. If this is the first call on S, this function returns all past signals generated by S so far. Note that different actors, tasks or drivers that call receive() on the same source S will get independent copies of the signals generated by S. Args: sources: List of sources from which the caller waits for signals. A source is either an object ID returned by a task (in this case the object ID is used to identify that task), or an actor handle. If the user passes the IDs of multiple objects returned by the same task, this function returns a copy of the signals generated by that task for each object ID. timeout: Maximum time (in seconds) this function waits to get a signal from a source in sources. If None, the timeout is infinite. Returns: A list of pairs (S, sig), where S is a source in the sources argument, and sig is a signal generated by S since the last time receive() was called on S. Thus, for each S in sources, the return list can contain zero or multiple entries. """ # If None, initialize the timeout to a huge value (i.e., over 30,000 years # in this case) to "approximate" infinity. if timeout is None: timeout = 10**12 if timeout < 0: raise ValueError("The 'timeout' argument cannot be less than 0.") if not hasattr(ray.worker.global_worker, "signal_counters"): ray.worker.global_worker.signal_counters = defaultdict(lambda: b"0") signal_counters = ray.worker.global_worker.signal_counters # Map the ID of each source task to the source itself. task_id_to_sources = defaultdict(lambda: []) for s in sources: task_id_to_sources[_get_task_id(s).hex()].append(s) # Construct the redis query. query = "XREAD BLOCK " # Multiply by 1000x since timeout is in sec and redis expects ms. query += str(1000 * timeout) query += " STREAMS " query += " ".join([task_id for task_id in task_id_to_sources]) query += " " query += " ".join([ ray.utils.decode(signal_counters[ray.utils.hex_to_binary(task_id)]) for task_id in task_id_to_sources ]) answers = ray.worker.global_worker.redis_client.execute_command(query) if not answers: return [] results = [] # Decoding is a little bit involved. Iterate through all the answers: for i, answer in enumerate(answers): # Make sure the answer corresponds to a source, s, in sources. task_id = ray.utils.decode(answer[0]) task_source_list = task_id_to_sources[task_id] # The list of results for source s is stored in answer[1] for r in answer[1]: for s in task_source_list: if r[1][1].decode("ascii") == ACTOR_DIED_STR: results.append((s, ActorDiedSignal())) else: # Now it gets tricky: r[0] is the redis internal sequence # id signal_counters[ray.utils.hex_to_binary(task_id)] = r[0] # r[1] contains a list with elements (key, value), in our # case we only have one key "signal" and the value is the # signal. signal = cloudpickle.loads( ray.utils.hex_to_binary(r[1][1])) results.append((s, signal)) return results
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Get all outstanding signals from sources. A source can be either (1) an object ID returned by the task (we want to receive signals from), or (2) an actor handle. When invoked by the same entity E (where E can be an actor, task or driver), for each source S in sources, this function returns all signals generated by S since the last receive() was invoked by E on S. If this is the first call on S, this function returns all past signals generated by S so far. Note that different actors, tasks or drivers that call receive() on the same source S will get independent copies of the signals generated by S. Args: sources: List of sources from which the caller waits for signals. A source is either an object ID returned by a task (in this case the object ID is used to identify that task), or an actor handle. If the user passes the IDs of multiple objects returned by the same task, this function returns a copy of the signals generated by that task for each object ID. timeout: Maximum time (in seconds) this function waits to get a signal from a source in sources. If None, the timeout is infinite. Returns: A list of pairs (S, sig), where S is a source in the sources argument, and sig is a signal generated by S since the last time receive() was called on S. Thus, for each S in sources, the return list can contain zero or multiple entries.
[ "Get", "all", "outstanding", "signals", "from", "sources", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/signal.py#L79-L166
train
Get all outstanding signals from sources.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100 + 0o63) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x35' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b10001 + 0o42) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110100) + chr(1449 - 1400), 50951 - 50943), ehT0Px3KOsy9('\x30' + chr(2241 - 2130) + chr(0b110010) + '\x33' + chr(51), 41405 - 41397), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x34' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b100010 + 0o25) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(350 - 239) + '\x32' + chr(0b110110) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1643 - 1595) + chr(1009 - 898) + '\x33' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101100 + 0o103) + '\x31' + '\067' + chr(0b1010 + 0o46), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(266 - 213) + chr(0b110110), 5465 - 5457), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(2305 - 2194) + '\x32' + chr(0b10000 + 0o47) + chr(1151 - 1096), 5889 - 5881), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(1900 - 1789) + chr(51) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\063' + chr(1501 - 1448) + chr(48), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2276 - 2227) + '\x33' + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(51) + chr(0b110000) + chr(184 - 130), 0o10), ehT0Px3KOsy9(chr(1473 - 1425) + chr(0b1101111) + '\x32' + '\061' + chr(0b100001 + 0o17), 10393 - 10385), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b100011 + 0o114) + '\063' + chr(0b11001 + 0o32) + chr(0b110101), 13602 - 13594), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b11011 + 0o33) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10110 + 0o33) + '\066', 0b1000), ehT0Px3KOsy9(chr(2124 - 2076) + '\x6f' + chr(0b110101) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + chr(0b110001) + '\064' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(626 - 515) + chr(1682 - 1631) + chr(2455 - 2404), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100011 + 0o24), 8), ehT0Px3KOsy9('\060' + '\157' + chr(1097 - 1046) + '\066', 0o10), ehT0Px3KOsy9(chr(979 - 931) + chr(111) + '\x32' + '\064' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\062' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(0b1011 + 0o51) + chr(2057 - 2004), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(51) + chr(0b111 + 0o54) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b110100) + chr(856 - 807), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b1000 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(0b1011 + 0o47) + '\x35' + chr(788 - 734), 8), ehT0Px3KOsy9('\060' + chr(9626 - 9515) + '\x33' + chr(0b100001 + 0o25) + '\x35', 57813 - 57805), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(1533 - 1484) + chr(48) + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1683 - 1632) + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\063' + '\x31' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b11010 + 0o33) + '\x36', 20795 - 20787), ehT0Px3KOsy9('\x30' + chr(0b1011 + 0o144) + chr(55), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(6611 - 6500) + '\065' + chr(854 - 806), 44677 - 44669)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), chr(0b111010 + 0o52) + chr(0b1100101) + chr(99) + chr(0b1001000 + 0o47) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(9731 - 9629) + chr(0b101101) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Fh_4YX9Yo9NV(v3grPHHqtgre, FaIjqlnzCXev=None): if FaIjqlnzCXev is None: FaIjqlnzCXev = ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x32', ord("\x08")) ** ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + '\x31' + chr(52), 13699 - 13691) if FaIjqlnzCXev < ehT0Px3KOsy9(chr(48) + chr(111) + chr(1726 - 1678), 32563 - 32555): raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b"l\x80\xfc\x01\xbc\x94\x13\xd9z\x17\xdb\xcb;\xc8>u\xa1\xfd\xb0\xd7`XCxfp\xcb\xffQ\xfe\xc3|\x8e\x99'\xaar\xea\x1aoY\x86\xb9\x11\xb5"), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + '\x65')(chr(117) + chr(0b1011001 + 0o33) + '\146' + '\055' + chr(661 - 605))) if not lot1PSoAwYhj(xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'_\x84\xf6C\xfa\x8c%\xc3p\n\xc5\xdan'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(2799 - 2699) + '\145')(chr(665 - 548) + '\164' + chr(0b1100110) + '\055' + chr(2044 - 1988))), xafqLlk3kkUe(SXOLrMavuUCe(b'K\x81\xfeO\xfa\x8c%\xd7p\r\xc0\xcby\x9a,'), chr(0b1011000 + 0o14) + chr(2094 - 1993) + chr(0b1100011) + chr(111) + '\144' + '\x65')(chr(0b101001 + 0o114) + '\164' + chr(5450 - 5348) + '\055' + chr(56))): H9zaXRrGK6Cq.worker.global_worker.T6B72TEWGz0Y = rLgqW9imlCdX(lambda : SXOLrMavuUCe(b'\x08')) T6B72TEWGz0Y = H9zaXRrGK6Cq.worker.global_worker.T6B72TEWGz0Y RFSYAUyli9iR = rLgqW9imlCdX(lambda : []) for vGrByMSYMp9h in v3grPHHqtgre: xafqLlk3kkUe(RFSYAUyli9iR[ikaTfHX7_vuU(vGrByMSYMp9h).hex()], xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x98\xe9D\xf5\x84'), chr(0b1011101 + 0o7) + chr(0b11100 + 0o111) + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(13236 - 13119) + chr(8923 - 8807) + chr(102) + '\x2d' + chr(56)))(vGrByMSYMp9h) MgmdEYXEleNe = xafqLlk3kkUe(SXOLrMavuUCe(b'`\xba\xdc`\xdf\xc08\xf8P;\xe5\x9f'), chr(0b1110 + 0o126) + chr(101) + '\143' + chr(0b1101111) + chr(0b111001 + 0o53) + '\x65')('\x75' + '\164' + '\x66' + chr(0b1010 + 0o43) + chr(2911 - 2855)) MgmdEYXEleNe += M8_cKLkHVB2V(ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(10192 - 10081) + '\061' + '\067' + chr(53) + chr(1089 - 1041), ord("\x08")) * FaIjqlnzCXev) MgmdEYXEleNe += xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xbb\xcds\xde\xa17\xe7?'), chr(0b101101 + 0o67) + '\145' + '\x63' + chr(7560 - 7449) + chr(3364 - 3264) + '\145')(chr(9106 - 8989) + '\164' + chr(6295 - 6193) + chr(0b11101 + 0o20) + chr(0b101010 + 0o16)) MgmdEYXEleNe += xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), chr(0b11010 + 0o112) + chr(9730 - 9629) + '\x63' + '\157' + chr(0b111011 + 0o51) + '\x65')(chr(0b1110101) + '\164' + chr(0b110111 + 0o57) + chr(0b101101) + '\x38')._oWXztVNnqHF([h_MwKIdeQ6Ce for h_MwKIdeQ6Ce in RFSYAUyli9iR]) MgmdEYXEleNe += xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), chr(8309 - 8209) + '\x65' + chr(0b100111 + 0o74) + chr(261 - 150) + '\144' + chr(0b110100 + 0o61))(chr(0b111110 + 0o67) + chr(0b1 + 0o163) + chr(0b1100110) + chr(0b11111 + 0o16) + '\070') MgmdEYXEleNe += xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), chr(0b1011010 + 0o12) + chr(101) + '\143' + chr(2056 - 1945) + chr(0b101100 + 0o70) + chr(946 - 845))(chr(1576 - 1459) + '\x74' + '\x66' + '\x2d' + '\070')._oWXztVNnqHF([H9zaXRrGK6Cq.utils.decode(T6B72TEWGz0Y[H9zaXRrGK6Cq.utils.hex_to_binary(h_MwKIdeQ6Ce)]) for h_MwKIdeQ6Ce in RFSYAUyli9iR]) ldl8JNHMLV3H = H9zaXRrGK6Cq.worker.global_worker.redis_client.execute_command(MgmdEYXEleNe) if not ldl8JNHMLV3H: return [] iIGKX2zSEGYP = [] for (WVxHKyX45z_L, _aygkdacRfLD) in YlkZvXL8qwsX(ldl8JNHMLV3H): h_MwKIdeQ6Ce = H9zaXRrGK6Cq.utils.decode(_aygkdacRfLD[ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1100010 + 0o15) + chr(0b110000), 8)]) suFo88Fcm6Kg = RFSYAUyli9iR[h_MwKIdeQ6Ce] for JWG5qApaeJkp in _aygkdacRfLD[ehT0Px3KOsy9(chr(369 - 321) + chr(111) + chr(0b101000 + 0o11), 8)]: for vGrByMSYMp9h in suFo88Fcm6Kg: if xafqLlk3kkUe(JWG5qApaeJkp[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100110 + 0o13), 8)][ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(0b110001), 8)], '\144' + '\145' + '\x63' + chr(111) + '\x64' + '\145')(xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x9b\xfaH\xf2'), chr(1391 - 1291) + '\145' + chr(823 - 724) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(594 - 549) + chr(0b100101 + 0o23))) == MzPchtfiBzZU: xafqLlk3kkUe(iIGKX2zSEGYP, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x98\xe9D\xf5\x84'), '\144' + '\145' + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + chr(11876 - 11760) + '\x66' + '\x2d' + chr(0b111000)))((vGrByMSYMp9h, OhOjg3ELlAwZ())) else: T6B72TEWGz0Y[H9zaXRrGK6Cq.utils.KKKEg620kxAT(h_MwKIdeQ6Ce)] = JWG5qApaeJkp[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(889 - 841), 8)] ZDvW02DvHNUc = ZY3OzmClEx6g.loads(H9zaXRrGK6Cq.utils.KKKEg620kxAT(JWG5qApaeJkp[ehT0Px3KOsy9('\060' + '\157' + chr(49), 8)][ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31', 8)])) xafqLlk3kkUe(iIGKX2zSEGYP, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x98\xe9D\xf5\x84'), chr(4531 - 4431) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(2369 - 2268))(chr(117) + '\164' + chr(3569 - 3467) + '\055' + '\070'))((vGrByMSYMp9h, ZDvW02DvHNUc)) return iIGKX2zSEGYP
ray-project/ray
python/ray/experimental/signal.py
reset
def reset(): """ Reset the worker state associated with any signals that this worker has received so far. If the worker calls receive() on a source next, it will get all the signals generated by that source starting with index = 1. """ if hasattr(ray.worker.global_worker, "signal_counters"): ray.worker.global_worker.signal_counters = defaultdict(lambda: b"0")
python
def reset(): """ Reset the worker state associated with any signals that this worker has received so far. If the worker calls receive() on a source next, it will get all the signals generated by that source starting with index = 1. """ if hasattr(ray.worker.global_worker, "signal_counters"): ray.worker.global_worker.signal_counters = defaultdict(lambda: b"0")
[ "def", "reset", "(", ")", ":", "if", "hasattr", "(", "ray", ".", "worker", ".", "global_worker", ",", "\"signal_counters\"", ")", ":", "ray", ".", "worker", ".", "global_worker", ".", "signal_counters", "=", "defaultdict", "(", "lambda", ":", "b\"0\"", ")" ]
Reset the worker state associated with any signals that this worker has received so far. If the worker calls receive() on a source next, it will get all the signals generated by that source starting with index = 1.
[ "Reset", "the", "worker", "state", "associated", "with", "any", "signals", "that", "this", "worker", "has", "received", "so", "far", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/signal.py#L184-L193
train
Reset the worker state associated with any signals that this worker has received so far.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1363 - 1315) + chr(1544 - 1433) + chr(0b1111 + 0o42) + '\066' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1986 - 1938) + '\x6f' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1000 + 0o53) + '\x30' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1166 - 1118) + chr(0b1101111) + '\062' + '\x37' + chr(0b10000 + 0o46), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110 + 0o54) + chr(0b10000 + 0o43) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + chr(1276 - 1226) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + chr(0b110111) + chr(0b110011), 15447 - 15439), ehT0Px3KOsy9(chr(1140 - 1092) + chr(0b1110 + 0o141) + '\x31' + chr(0b110101) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1317 - 1269) + chr(0b110000 + 0o77) + '\x32' + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(50) + chr(0b100111 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(2169 - 2120) + chr(0b110100) + chr(0b11001 + 0o34), 0b1000), ehT0Px3KOsy9('\x30' + chr(2152 - 2041) + chr(0b110011) + '\061' + chr(1212 - 1164), 38535 - 38527), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11001 + 0o30) + '\x33' + chr(54), 51996 - 51988), ehT0Px3KOsy9(chr(1493 - 1445) + chr(111) + chr(0b100011 + 0o20) + chr(735 - 686) + chr(0b110110), 22755 - 22747), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(124 - 76) + '\060', 9855 - 9847), ehT0Px3KOsy9(chr(526 - 478) + chr(111) + '\x33' + chr(52) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(2022 - 1972) + '\x37' + chr(0b100111 + 0o16), 35588 - 35580), ehT0Px3KOsy9(chr(1498 - 1450) + '\x6f' + chr(792 - 739) + chr(0b100 + 0o55), 0o10), ehT0Px3KOsy9(chr(785 - 737) + chr(0b101001 + 0o106) + '\x33' + chr(0b110010) + chr(0b100001 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(564 - 516) + chr(2540 - 2429) + chr(0b110110 + 0o0) + chr(1372 - 1324), 16402 - 16394), ehT0Px3KOsy9('\x30' + chr(11931 - 11820) + '\x32' + '\x34' + chr(1399 - 1348), 57374 - 57366), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(0b110010) + chr(52) + '\x33', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7244 - 7133) + chr(0b101101 + 0o5), 35532 - 35524), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(55) + chr(51), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101010 + 0o11) + chr(2412 - 2359), 31808 - 31800), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(1051 - 998) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(826 - 775) + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(991 - 943) + '\x6f' + '\x32' + chr(0b11 + 0o56) + '\x36', 8), ehT0Px3KOsy9(chr(1702 - 1654) + chr(111) + chr(1624 - 1573) + chr(2595 - 2541) + chr(0b110010), 33092 - 33084), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b110011) + chr(238 - 186), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1010111 + 0o30) + chr(50) + chr(1883 - 1828) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(6752 - 6641) + chr(0b110001) + '\x30' + '\060', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101) + chr(0b110010), 1706 - 1698), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(50) + chr(0b0 + 0o67) + chr(0b110010), 18275 - 18267), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1895 - 1844) + '\063' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x35' + chr(50), 52702 - 52694), ehT0Px3KOsy9('\x30' + chr(111) + '\066', 44336 - 44328), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2603 - 2550) + '\061', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b1111 + 0o45) + chr(50), 63814 - 63806)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\x35' + chr(709 - 661), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'X'), chr(6069 - 5969) + '\x65' + chr(0b110 + 0o135) + chr(10575 - 10464) + '\144' + chr(0b11101 + 0o110))(chr(0b1110101) + '\164' + chr(102) + chr(0b1110 + 0o37) + chr(0b110010 + 0o6)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def G0V856pwkJmZ(): if lot1PSoAwYhj(xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b"0n\x9d\xd9\xa8\xdcM'\xc7\x9d&\xa5"), chr(0b1001110 + 0o26) + '\145' + chr(3071 - 2972) + '\x6f' + '\144' + '\x65')(chr(8242 - 8125) + chr(1022 - 906) + '\146' + chr(1805 - 1760) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x05i\xa5\xd0\xf9\xd7d\t\xe1\xa0\x0b\xbc;\xbc3'), chr(100) + chr(1289 - 1188) + chr(0b1100011) + chr(0b101010 + 0o105) + '\144' + chr(0b1100101))(chr(117) + '\x74' + '\146' + chr(45) + chr(0b111000))): H9zaXRrGK6Cq.worker.global_worker.T6B72TEWGz0Y = rLgqW9imlCdX(lambda : SXOLrMavuUCe(b'F'))
ray-project/ray
python/ray/rllib/utils/debug.py
log_once
def log_once(key): """Returns True if this is the "first" call for a given key. Various logging settings can adjust the definition of "first". Example: >>> if log_once("some_key"): ... logger.info("Some verbose logging statement") """ global _last_logged if _disabled: return False elif key not in _logged: _logged.add(key) _last_logged = time.time() return True elif _periodic_log and time.time() - _last_logged > 60.0: _logged.clear() _last_logged = time.time() return False else: return False
python
def log_once(key): """Returns True if this is the "first" call for a given key. Various logging settings can adjust the definition of "first". Example: >>> if log_once("some_key"): ... logger.info("Some verbose logging statement") """ global _last_logged if _disabled: return False elif key not in _logged: _logged.add(key) _last_logged = time.time() return True elif _periodic_log and time.time() - _last_logged > 60.0: _logged.clear() _last_logged = time.time() return False else: return False
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Returns True if this is the "first" call for a given key. Various logging settings can adjust the definition of "first". Example: >>> if log_once("some_key"): ... logger.info("Some verbose logging statement")
[ "Returns", "True", "if", "this", "is", "the", "first", "call", "for", "a", "given", "key", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/utils/debug.py#L18-L41
train
Returns True if this is the first call for a given key.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(1675 - 1626) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(641 - 593) + '\x6f' + chr(49) + chr(0b100101 + 0o17) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(0b100000 + 0o21) + chr(0b110100) + chr(0b11010 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(300 - 245), 30637 - 30629), ehT0Px3KOsy9(chr(0b110000) + chr(5277 - 5166) + chr(0b100110 + 0o14) + chr(2699 - 2646) + chr(0b110110), 48342 - 48334), ehT0Px3KOsy9(chr(1026 - 978) + '\157' + chr(0b110001) + chr(0b101011 + 0o14) + chr(0b100 + 0o57), 33142 - 33134), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + '\067', 39664 - 39656), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b111 + 0o52) + chr(0b101110 + 0o7) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1651 - 1600) + chr(0b10011 + 0o42) + '\062', 28266 - 28258), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(0b110010) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(150 - 102) + chr(0b11111 + 0o120) + chr(0b11001 + 0o31) + chr(2145 - 2097), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(614 - 503) + chr(0b1010 + 0o53) + '\x34', 21943 - 21935), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b110001) + chr(2231 - 2180) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + '\x31' + chr(2659 - 2605) + chr(2243 - 2189), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10024 - 9913) + chr(1563 - 1513) + chr(0b110111) + chr(52), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b11010 + 0o125) + '\x33' + chr(2697 - 2643) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\x33' + '\x34' + chr(1306 - 1253), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(10900 - 10789) + '\062' + '\065' + chr(444 - 396), 1788 - 1780), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(95 - 44) + chr(55) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(1129 - 1079) + chr(0b110011) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b1110 + 0o45) + chr(0b110011) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b1011 + 0o53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + chr(0b100010 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + chr(0b110001) + chr(51) + chr(49), 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(0b110001) + chr(0b110111), 8), ehT0Px3KOsy9(chr(1317 - 1269) + '\157' + '\x35' + chr(1128 - 1074), 58735 - 58727), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x37' + chr(53), 0o10), ehT0Px3KOsy9(chr(2062 - 2014) + chr(12248 - 12137) + chr(0b110001) + chr(0b110001) + chr(55), 59521 - 59513), ehT0Px3KOsy9('\x30' + chr(646 - 535) + '\063' + chr(2938 - 2883) + chr(0b10010 + 0o43), 19513 - 19505), ehT0Px3KOsy9('\060' + chr(9044 - 8933) + chr(962 - 909) + chr(0b1111 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b11011 + 0o124) + chr(144 - 95) + '\x35' + '\x33', 3805 - 3797), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(0b11 + 0o57) + '\x37' + '\x32', 34156 - 34148), ehT0Px3KOsy9('\060' + chr(8750 - 8639) + '\x31' + '\x37', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b0 + 0o63) + '\066' + chr(0b11001 + 0o30), 51773 - 51765), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b111010 + 0o65) + chr(0b10100 + 0o36) + chr(0b101 + 0o61) + '\065', 29570 - 29562), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + chr(0b110010) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b101100 + 0o6) + '\x31', 2882 - 2874)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(8474 - 8363) + chr(2746 - 2693) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(100) + chr(0b1100101) + chr(4574 - 4475) + '\157' + '\x64' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def svs9yxNjMQxH(K3J4ZwSlE0sT): global BmDlnLuo6WFQ if eHCdkK9hbeN1: return ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(358 - 310), 0o10) elif K3J4ZwSlE0sT not in dpsdNEVyqD9Y: xafqLlk3kkUe(dpsdNEVyqD9Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba/R~\x97\x18@[]S\xb8\x8f'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(11913 - 11802) + '\144' + chr(101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\x38'))(K3J4ZwSlE0sT) BmDlnLuo6WFQ = ltvhPP4VhXre.time() return ehT0Px3KOsy9(chr(865 - 817) + '\x6f' + chr(0b10 + 0o57), 0b1000) elif EYFpjXaqxCZd and xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\x0c\x0fj'), '\x64' + chr(1379 - 1278) + '\143' + chr(0b1101111) + chr(6100 - 6000) + '\x65')(chr(0b111101 + 0o70) + chr(2673 - 2557) + chr(0b1100101 + 0o1) + '\055' + chr(0b11110 + 0o32)))() - BmDlnLuo6WFQ > 60.0: xafqLlk3kkUe(dpsdNEVyqD9Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\t\x07n\xdc'), chr(0b1101 + 0o127) + '\145' + chr(5317 - 5218) + chr(111) + '\144' + chr(0b1011111 + 0o6))(chr(0b1110101) + chr(116) + chr(9391 - 9289) + chr(159 - 114) + chr(0b111000)))() BmDlnLuo6WFQ = ltvhPP4VhXre.time() return ehT0Px3KOsy9(chr(1881 - 1833) + chr(3988 - 3877) + '\x30', 8) else: return ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + '\060', 8)
ray-project/ray
python/ray/experimental/api.py
get
def get(object_ids): """Get a single or a collection of remote objects from the object store. This method is identical to `ray.get` except it adds support for tuples, ndarrays and dictionaries. Args: object_ids: Object ID of the object to get, a list, tuple, ndarray of object IDs to get or a dict of {key: object ID}. Returns: A Python object, a list of Python objects or a dict of {key: object}. """ if isinstance(object_ids, (tuple, np.ndarray)): return ray.get(list(object_ids)) elif isinstance(object_ids, dict): keys_to_get = [ k for k, v in object_ids.items() if isinstance(v, ray.ObjectID) ] ids_to_get = [ v for k, v in object_ids.items() if isinstance(v, ray.ObjectID) ] values = ray.get(ids_to_get) result = object_ids.copy() for key, value in zip(keys_to_get, values): result[key] = value return result else: return ray.get(object_ids)
python
def get(object_ids): """Get a single or a collection of remote objects from the object store. This method is identical to `ray.get` except it adds support for tuples, ndarrays and dictionaries. Args: object_ids: Object ID of the object to get, a list, tuple, ndarray of object IDs to get or a dict of {key: object ID}. Returns: A Python object, a list of Python objects or a dict of {key: object}. """ if isinstance(object_ids, (tuple, np.ndarray)): return ray.get(list(object_ids)) elif isinstance(object_ids, dict): keys_to_get = [ k for k, v in object_ids.items() if isinstance(v, ray.ObjectID) ] ids_to_get = [ v for k, v in object_ids.items() if isinstance(v, ray.ObjectID) ] values = ray.get(ids_to_get) result = object_ids.copy() for key, value in zip(keys_to_get, values): result[key] = value return result else: return ray.get(object_ids)
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Get a single or a collection of remote objects from the object store. This method is identical to `ray.get` except it adds support for tuples, ndarrays and dictionaries. Args: object_ids: Object ID of the object to get, a list, tuple, ndarray of object IDs to get or a dict of {key: object ID}. Returns: A Python object, a list of Python objects or a dict of {key: object}.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/api.py#L9-L38
train
Get a single or a collection of remote objects from the object store.
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833), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b11110 + 0o26) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(10276 - 10165) + chr(51) + '\066' + chr(50), 64681 - 64673), ehT0Px3KOsy9(chr(554 - 506) + '\x6f' + '\x33' + chr(1557 - 1505) + chr(1841 - 1792), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(54) + chr(0b100110 + 0o15), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(260 - 210) + chr(52) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b110010) + '\x30' + chr(72 - 21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2428 - 2378) + chr(1621 - 1571) + chr(0b11011 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(49), 60471 - 60463), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110010) + chr(0b110011), 53662 - 53654), ehT0Px3KOsy9(chr(701 - 653) + chr(0b111011 + 0o64) + chr(49) + chr(1591 - 1543), 63802 - 63794), ehT0Px3KOsy9(chr(48) + '\157' + '\066' + '\063', 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1001000 + 0o47) + '\x32' + chr(0b1001 + 0o50) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2703 - 2648) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(7945 - 7834) + '\063' + '\x34' + chr(55), 0o10), ehT0Px3KOsy9(chr(939 - 891) + '\157' + chr(50) + chr(0b10010 + 0o36) + chr(2383 - 2330), 0o10), ehT0Px3KOsy9('\060' + chr(3678 - 3567) + '\061' + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\063' + chr(1711 - 1662) + chr(0b101100 + 0o12), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100100 + 0o16) + chr(0b110111) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110001) + chr(604 - 553), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(0b110010) + chr(51) + '\x36', 58315 - 58307), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + '\063' + chr(0b110011) + chr(1948 - 1900), 17897 - 17889), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b101110 + 0o101) + '\066' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(102 - 52) + chr(48) + chr(0b11011 + 0o33), 0b1000), ehT0Px3KOsy9(chr(772 - 724) + chr(0b1101111 + 0o0) + '\x33' + '\x36', 48055 - 48047), ehT0Px3KOsy9(chr(2185 - 2137) + chr(0b1101111) + chr(0b1011 + 0o51) + chr(635 - 581), 57220 - 57212), ehT0Px3KOsy9(chr(796 - 748) + chr(0b10000 + 0o137) + '\063' + chr(2767 - 2712) + chr(50), 43688 - 43680), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\066' + chr(0b10010 + 0o43), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(2245 - 2193) + chr(0b1101 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(2340 - 2289) + '\x31', 0b1000), ehT0Px3KOsy9(chr(2245 - 2197) + chr(11193 - 11082) + chr(0b110001) + chr(0b11000 + 0o33) + chr(1940 - 1886), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1020 - 969) + chr(0b110010 + 0o3), 22480 - 22472), ehT0Px3KOsy9(chr(48) + chr(8157 - 8046) + chr(0b11 + 0o60) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(6656 - 6545) + chr(0b100001 + 0o21) + chr(0b110110) + '\x31', 10140 - 10132), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b111 + 0o54) + chr(53), 8), ehT0Px3KOsy9(chr(1980 - 1932) + chr(1715 - 1604) + chr(0b100 + 0o55) + '\x31' + chr(1568 - 1513), 13015 - 13007), ehT0Px3KOsy9(chr(48) + chr(5593 - 5482) + chr(51) + chr(2366 - 2314) + '\060', 30625 - 30617), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(146 - 97) + chr(50) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b1010 + 0o53) + '\066', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(8290 - 8179) + chr(53) + chr(0b100101 + 0o13), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Q8b5UytA0vqH(wYkLMlAXWXDn): if PlSM16l2KDPD(wYkLMlAXWXDn, (KNyTy8rYcwji, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b']\x00\x93\x93A\xc6\xfa'), chr(100) + chr(101) + chr(0b1100011) + chr(8325 - 8214) + chr(100) + chr(0b100 + 0o141))(chr(0b1000011 + 0o62) + chr(0b1110100) + chr(102) + chr(0b110 + 0o47) + chr(0b111000))))): return xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'T\x01\x86'), '\x64' + chr(1792 - 1691) + chr(5102 - 5003) + chr(111) + '\144' + chr(0b1011010 + 0o13))(chr(6457 - 6340) + chr(12368 - 12252) + chr(102) + chr(45) + chr(56)))(YyaZ4tpXu4lf(wYkLMlAXWXDn)) elif PlSM16l2KDPD(wYkLMlAXWXDn, wLqBDw8l0eIm): LszQoI93jUcq = [OolUPRJhRaJd for (OolUPRJhRaJd, cMbll0QYhULo) in wYkLMlAXWXDn.NzveIZ3IlSH9() if PlSM16l2KDPD(cMbll0QYhULo, H9zaXRrGK6Cq.ObjectID)] z7wleardaLZ4 = [cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in wYkLMlAXWXDn.NzveIZ3IlSH9() if PlSM16l2KDPD(cMbll0QYhULo, H9zaXRrGK6Cq.ObjectID)] SPnCNu54H1db = H9zaXRrGK6Cq.get(z7wleardaLZ4) ShZmEKfTkAOZ = wYkLMlAXWXDn.igThHS4jwVsa() for (K3J4ZwSlE0sT, QmmgWUB13VCJ) in pZ0NK2y6HRbn(LszQoI93jUcq, SPnCNu54H1db): ShZmEKfTkAOZ[K3J4ZwSlE0sT] = QmmgWUB13VCJ return ShZmEKfTkAOZ else: return xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'T\x01\x86'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1011000 + 0o14) + chr(6901 - 6800))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(56)))(wYkLMlAXWXDn)
ray-project/ray
python/ray/experimental/api.py
wait
def wait(object_ids, num_returns=1, timeout=None): """Return a list of IDs that are ready and a list of IDs that are not. This method is identical to `ray.wait` except it adds support for tuples and ndarrays. Args: object_ids (List[ObjectID], Tuple(ObjectID), np.array(ObjectID)): List like of object IDs for objects that may or may not be ready. Note that these IDs must be unique. num_returns (int): The number of object IDs that should be returned. timeout (float): The maximum amount of time in seconds to wait before returning. Returns: A list of object IDs that are ready and a list of the remaining object IDs. """ if isinstance(object_ids, (tuple, np.ndarray)): return ray.wait( list(object_ids), num_returns=num_returns, timeout=timeout) return ray.wait(object_ids, num_returns=num_returns, timeout=timeout)
python
def wait(object_ids, num_returns=1, timeout=None): """Return a list of IDs that are ready and a list of IDs that are not. This method is identical to `ray.wait` except it adds support for tuples and ndarrays. Args: object_ids (List[ObjectID], Tuple(ObjectID), np.array(ObjectID)): List like of object IDs for objects that may or may not be ready. Note that these IDs must be unique. num_returns (int): The number of object IDs that should be returned. timeout (float): The maximum amount of time in seconds to wait before returning. Returns: A list of object IDs that are ready and a list of the remaining object IDs. """ if isinstance(object_ids, (tuple, np.ndarray)): return ray.wait( list(object_ids), num_returns=num_returns, timeout=timeout) return ray.wait(object_ids, num_returns=num_returns, timeout=timeout)
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Return a list of IDs that are ready and a list of IDs that are not. This method is identical to `ray.wait` except it adds support for tuples and ndarrays. Args: object_ids (List[ObjectID], Tuple(ObjectID), np.array(ObjectID)): List like of object IDs for objects that may or may not be ready. Note that these IDs must be unique. num_returns (int): The number of object IDs that should be returned. timeout (float): The maximum amount of time in seconds to wait before returning. Returns: A list of object IDs that are ready and a list of the remaining object IDs.
[ "Return", "a", "list", "of", "IDs", "that", "are", "ready", "and", "a", "list", "of", "IDs", "that", "are", "not", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/api.py#L41-L63
train
Wait for the specified object IDs to be ready and return a list of IDs that are not ready.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(9500 - 9389) + chr(0b110010) + chr(50) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110010) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o31) + chr(1944 - 1894), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + chr(0b110011) + chr(0b100100 + 0o22) + chr(0b110001), 63787 - 63779), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1000 + 0o53) + chr(2301 - 2248) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1000001 + 0o56) + chr(0b110011) + chr(0b10000 + 0o46), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(49) + chr(1003 - 955), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2948 - 2837) + chr(2021 - 1972) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10 + 0o57) + chr(0b110000) + '\x32', 7868 - 7860), ehT0Px3KOsy9(chr(390 - 342) + chr(9129 - 9018) + chr(49) + '\x33' + chr(0b110110), 64217 - 64209), ehT0Px3KOsy9(chr(303 - 255) + '\x6f' + chr(1195 - 1145) + '\064' + chr(0b1110 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(1168 - 1120) + '\x6f' + chr(666 - 615) + chr(49) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + '\x33' + '\x34' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(2005 - 1957) + '\x6f' + '\062' + chr(1475 - 1423) + '\060', 61165 - 61157), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b100111 + 0o11) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b101010 + 0o7) + chr(923 - 873), 35313 - 35305), ehT0Px3KOsy9('\x30' + chr(10361 - 10250) + chr(363 - 312) + chr(0b110011) + '\061', 16052 - 16044), ehT0Px3KOsy9(chr(48) + chr(8843 - 8732) + chr(1808 - 1758) + '\x35' + chr(0b110001), 9384 - 9376), ehT0Px3KOsy9(chr(48) + chr(8592 - 8481) + chr(1659 - 1608) + chr(51), 31705 - 31697), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(1102 - 1048) + '\066', 40029 - 40021), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + chr(0b10 + 0o57) + chr(0b100000 + 0o26) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(54), 0o10), ehT0Px3KOsy9(chr(1009 - 961) + chr(111) + chr(51) + chr(0b110111) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11111 + 0o24) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x32' + chr(2862 - 2807), 0o10), ehT0Px3KOsy9(chr(1872 - 1824) + chr(0b1101111) + chr(2488 - 2437) + chr(0b110011) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110101) + '\067', 0b1000), ehT0Px3KOsy9(chr(479 - 431) + '\157' + chr(0b100100 + 0o17) + chr(376 - 326), 8), ehT0Px3KOsy9(chr(844 - 796) + chr(0b1000000 + 0o57) + chr(0b101100 + 0o5) + '\061' + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(10289 - 10178) + chr(0b100010 + 0o21) + chr(51), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(2528 - 2474) + chr(53), 3619 - 3611), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(2233 - 2182) + '\066' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(451 - 340) + '\x32' + chr(0b11010 + 0o27) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(2281 - 2170) + chr(1954 - 1899) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(59 - 11) + chr(0b1101111) + '\062' + '\x30' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b110011) + '\060' + chr(0b10001 + 0o41), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b11001 + 0o35), 0b1000), ehT0Px3KOsy9('\060' + chr(6311 - 6200) + '\x33' + chr(0b110001) + chr(0b110000 + 0o6), 6151 - 6143)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(0b10011 + 0o35), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xba'), '\144' + chr(101) + '\143' + chr(0b1010011 + 0o34) + chr(0b110000 + 0o64) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(45) + chr(2151 - 2095)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def iik9wfy8nMEV(wYkLMlAXWXDn, Rp4AHRcABhkb=ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 8), FaIjqlnzCXev=None): if PlSM16l2KDPD(wYkLMlAXWXDn, (KNyTy8rYcwji, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\xb6k\x83\x9ftg'), chr(0b11110 + 0o106) + '\x65' + chr(0b1100011) + chr(0b101 + 0o152) + '\144' + '\145')('\165' + chr(5945 - 5829) + chr(10166 - 10064) + chr(682 - 637) + '\x38')))): return xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\xbba\xc8\x9asgpc\x0f\x1b\xf3'), '\x64' + '\x65' + '\x63' + chr(0b1101111) + chr(0b1000 + 0o134) + chr(101))(chr(0b110001 + 0o104) + chr(12481 - 12365) + chr(102) + chr(0b101101) + '\070'))(YyaZ4tpXu4lf(wYkLMlAXWXDn), num_returns=Rp4AHRcABhkb, timeout=FaIjqlnzCXev) return xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\xbba\xc8\x9asgpc\x0f\x1b\xf3'), '\144' + chr(101) + chr(0b1100011) + chr(11470 - 11359) + chr(0b111110 + 0o46) + '\145')(chr(10144 - 10027) + '\164' + '\146' + chr(45) + chr(185 - 129)))(wYkLMlAXWXDn, num_returns=Rp4AHRcABhkb, timeout=FaIjqlnzCXev)
ray-project/ray
python/ray/tune/experiment.py
_raise_deprecation_note
def _raise_deprecation_note(deprecated, replacement, soft=False): """User notification for deprecated parameter. Arguments: deprecated (str): Deprecated parameter. replacement (str): Replacement parameter to use instead. soft (bool): Fatal if True. """ error_msg = ("`{deprecated}` is deprecated. Please use `{replacement}`. " "`{deprecated}` will be removed in future versions of " "Ray.".format(deprecated=deprecated, replacement=replacement)) if soft: logger.warning(error_msg) else: raise DeprecationWarning(error_msg)
python
def _raise_deprecation_note(deprecated, replacement, soft=False): """User notification for deprecated parameter. Arguments: deprecated (str): Deprecated parameter. replacement (str): Replacement parameter to use instead. soft (bool): Fatal if True. """ error_msg = ("`{deprecated}` is deprecated. Please use `{replacement}`. " "`{deprecated}` will be removed in future versions of " "Ray.".format(deprecated=deprecated, replacement=replacement)) if soft: logger.warning(error_msg) else: raise DeprecationWarning(error_msg)
[ "def", "_raise_deprecation_note", "(", "deprecated", ",", "replacement", ",", "soft", "=", "False", ")", ":", "error_msg", "=", "(", "\"`{deprecated}` is deprecated. Please use `{replacement}`. \"", "\"`{deprecated}` will be removed in future versions of \"", "\"Ray.\"", ".", "format", "(", "deprecated", "=", "deprecated", ",", "replacement", "=", "replacement", ")", ")", "if", "soft", ":", "logger", ".", "warning", "(", "error_msg", ")", "else", ":", "raise", "DeprecationWarning", "(", "error_msg", ")" ]
User notification for deprecated parameter. Arguments: deprecated (str): Deprecated parameter. replacement (str): Replacement parameter to use instead. soft (bool): Fatal if True.
[ "User", "notification", "for", "deprecated", "parameter", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/experiment.py#L18-L32
train
User notification for deprecated parameter.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(2537 - 2483) + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(54) + chr(0b100010 + 0o16), 0o10), ehT0Px3KOsy9('\060' + chr(7623 - 7512) + chr(0b110011) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\060' + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\064' + chr(0b110001 + 0o5), 0b1000), ehT0Px3KOsy9(chr(303 - 255) + '\x6f' + chr(0b101 + 0o61) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1864 - 1816) + chr(9834 - 9723) + '\061' + chr(0b100010 + 0o17) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1111 + 0o44) + chr(48), 6915 - 6907), ehT0Px3KOsy9('\x30' + '\x6f' + chr(478 - 428) + '\x35' + '\062', 34366 - 34358), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1011 + 0o46), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11010 + 0o30) + chr(50) + chr(49), 36720 - 36712), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\062' + chr(52) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + chr(0b101101 + 0o10) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(1841 - 1790) + chr(0b110010), 57324 - 57316), ehT0Px3KOsy9(chr(1545 - 1497) + chr(111) + chr(217 - 168) + '\x36' + chr(0b100101 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(1983 - 1935) + chr(5401 - 5290) + chr(0b110010) + chr(396 - 341) + '\066', 5286 - 5278), ehT0Px3KOsy9(chr(1622 - 1574) + chr(0b1101111) + chr(51) + chr(1971 - 1923) + chr(771 - 722), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(52) + chr(165 - 113), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10082 - 9971) + chr(0b110001) + '\x31' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\x30' + chr(2632 - 2580), 19900 - 19892), ehT0Px3KOsy9('\060' + chr(0b11001 + 0o126) + '\061' + '\065' + chr(652 - 599), ord("\x08")), ehT0Px3KOsy9(chr(527 - 479) + chr(111) + chr(0b110011) + chr(1509 - 1461) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1969 - 1858) + chr(0b110110) + '\066', 29733 - 29725), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(0b11111 + 0o23) + chr(0b11011 + 0o30) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + chr(50) + chr(0b110010) + chr(1971 - 1920), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b110110) + '\x32', 8), ehT0Px3KOsy9('\060' + chr(8313 - 8202) + chr(0b101110 + 0o4) + chr(0b110011) + chr(789 - 741), 8), ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + chr(52), 53725 - 53717), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x30' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(51) + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x30' + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\066' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(1795 - 1745) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(301 - 248) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o30) + chr(53) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(63 - 13) + chr(50) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10111 + 0o34) + '\x31' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(2357 - 2246) + '\063' + chr(0b101100 + 0o5) + chr(223 - 171), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(3670 - 3559) + chr(53) + chr(989 - 941), 31541 - 31533)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc'), chr(0b1100100) + chr(0b1100101) + chr(3072 - 2973) + chr(0b1101111) + '\x64' + chr(0b110110 + 0o57))('\165' + '\164' + chr(0b1100110) + chr(0b111 + 0o46) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def JXKrsutANETI(JJtteNts3BW0, BurJ9iC99sVD, VuqPct_A3vO_=ehT0Px3KOsy9('\060' + chr(111) + chr(2091 - 2043), ord("\x08"))): foIYxeNLXJsf = xafqLlk3kkUe(SXOLrMavuUCe(b'\x92h\x94\x7f\xb6\x14W+y\xded\xf5\xdeI\xfa\x1b\xcd\xe1@r<\xf6\x08\xa1W\xec\xf6\x96\xb6$\xd5\xb4\xe4\x92\xa7\x8b\xcc\xe6\xbd\xa9\xd2s\x8bh\xa3\x16^){\xcfl\xf4\xcd]\xa7\x12\x90\xe1Dl(\xe1\x1d\xb0S\xfb\xf2\x86\xfd`\xf8\xb8\xa1\x84\xbd\x82\x80\xb3\xac\xa9\xd2a\x95w\xa9\x10W,8\xc3o\xb1\xc5\\\xae\x07\xcc\xa4\x04a)\xf6\x1e\xabY\xf6\xe0\xd2\xf7b\xa5\x8a\xe0\x8a\xfa'), chr(0b110111 + 0o55) + chr(0b1100101) + '\143' + '\x6f' + chr(3279 - 3179) + chr(0b1100101))(chr(117) + chr(2038 - 1922) + '\146' + '\x2d' + '\070').V4roHaS3Ppej(deprecated=JJtteNts3BW0, replacement=BurJ9iC99sVD) if VuqPct_A3vO_: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85r\x82t\xaf\x08U'), chr(0b1011001 + 0o13) + chr(101) + chr(99) + '\157' + '\x64' + chr(101))(chr(0b1101111 + 0o6) + chr(116) + chr(4294 - 4192) + '\x2d' + chr(2994 - 2938)))(foIYxeNLXJsf) else: raise ker4pIJmdvxf(foIYxeNLXJsf)
ray-project/ray
python/ray/tune/experiment.py
convert_to_experiment_list
def convert_to_experiment_list(experiments): """Produces a list of Experiment objects. Converts input from dict, single experiment, or list of experiments to list of experiments. If input is None, will return an empty list. Arguments: experiments (Experiment | list | dict): Experiments to run. Returns: List of experiments. """ exp_list = experiments # Transform list if necessary if experiments is None: exp_list = [] elif isinstance(experiments, Experiment): exp_list = [experiments] elif type(experiments) is dict: exp_list = [ Experiment.from_json(name, spec) for name, spec in experiments.items() ] # Validate exp_list if (type(exp_list) is list and all(isinstance(exp, Experiment) for exp in exp_list)): if len(exp_list) > 1: logger.warning("All experiments will be " "using the same SearchAlgorithm.") else: raise TuneError("Invalid argument: {}".format(experiments)) return exp_list
python
def convert_to_experiment_list(experiments): """Produces a list of Experiment objects. Converts input from dict, single experiment, or list of experiments to list of experiments. If input is None, will return an empty list. Arguments: experiments (Experiment | list | dict): Experiments to run. Returns: List of experiments. """ exp_list = experiments # Transform list if necessary if experiments is None: exp_list = [] elif isinstance(experiments, Experiment): exp_list = [experiments] elif type(experiments) is dict: exp_list = [ Experiment.from_json(name, spec) for name, spec in experiments.items() ] # Validate exp_list if (type(exp_list) is list and all(isinstance(exp, Experiment) for exp in exp_list)): if len(exp_list) > 1: logger.warning("All experiments will be " "using the same SearchAlgorithm.") else: raise TuneError("Invalid argument: {}".format(experiments)) return exp_list
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Produces a list of Experiment objects. Converts input from dict, single experiment, or list of experiments to list of experiments. If input is None, will return an empty list. Arguments: experiments (Experiment | list | dict): Experiments to run. Returns: List of experiments.
[ "Produces", "a", "list", "of", "Experiment", "objects", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/experiment.py#L180-L215
train
Converts input from dict single experiment or list of experiments to list of experiments.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(9472 - 9361) + chr(50) + chr(51) + chr(719 - 670), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110100) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(652 - 603) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8762 - 8651) + chr(0b10000 + 0o42) + '\066' + chr(0b101 + 0o54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(48) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110111) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + '\x33' + '\x33' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b110011) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + '\065' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2037 - 1983), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(65 - 15) + '\067' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(639 - 586) + chr(2504 - 2450), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\063' + chr(1716 - 1667) + chr(554 - 504), ord("\x08")), ehT0Px3KOsy9(chr(1956 - 1908) + '\157' + '\061' + chr(0b101010 + 0o6) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b10100 + 0o133) + '\x32' + chr(48) + '\066', 24434 - 24426), ehT0Px3KOsy9('\060' + chr(4866 - 4755) + '\061' + chr(2508 - 2456) + chr(51), 4243 - 4235), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(50) + chr(0b1000 + 0o54), 14431 - 14423), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(221 - 171) + '\x37' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(1844 - 1793) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(2811 - 2700) + '\x33' + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(867 - 816) + chr(55), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2849 - 2738) + '\x31' + chr(0b110000) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1974 - 1926) + chr(0b1101 + 0o142) + '\065' + '\065', 0o10), ehT0Px3KOsy9(chr(439 - 391) + chr(0b1101111) + chr(0b110011) + chr(728 - 679) + chr(0b100 + 0o57), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(2531 - 2478) + '\064', 29084 - 29076), ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + chr(51) + chr(964 - 913) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x32' + chr(0b100 + 0o54), 7908 - 7900), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1100000 + 0o17) + chr(51) + chr(500 - 450) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1710 - 1660) + chr(2494 - 2444) + '\066', 0o10), ehT0Px3KOsy9(chr(1431 - 1383) + chr(0b101 + 0o152) + chr(0b110001) + chr(55) + chr(2012 - 1962), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9845 - 9734) + chr(51) + '\x30' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(1886 - 1775) + chr(1728 - 1678) + '\065' + '\066', 240 - 232), ehT0Px3KOsy9(chr(48) + chr(11921 - 11810) + '\061' + '\x35' + chr(0b110101 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b110111 + 0o70) + '\063' + '\x35' + chr(2709 - 2656), 0o10), ehT0Px3KOsy9(chr(761 - 713) + chr(3797 - 3686) + chr(0b110011) + chr(921 - 866) + chr(2297 - 2244), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(1852 - 1800) + chr(0b100011 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(0b11101 + 0o24) + chr(52) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(483 - 435) + chr(0b110000 + 0o77) + chr(0b110001) + chr(1510 - 1458) + '\066', 46634 - 46626), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(208 - 155) + '\063', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(0b110101) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), chr(0b1011 + 0o131) + chr(6684 - 6583) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1010111 + 0o16))('\165' + chr(7275 - 7159) + chr(0b1100110) + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def w64M__EhNnyu(SpbUAwSHCnfJ): vY_CsEAik9va = SpbUAwSHCnfJ if SpbUAwSHCnfJ is None: vY_CsEAik9va = [] elif PlSM16l2KDPD(SpbUAwSHCnfJ, c51y3b9MeDw6): vY_CsEAik9va = [SpbUAwSHCnfJ] elif PlSM16l2KDPD(SpbUAwSHCnfJ, wLqBDw8l0eIm): vY_CsEAik9va = [c51y3b9MeDw6.from_json(AIvJRzLdDfgF, IH4wfF5htxM9) for (AIvJRzLdDfgF, IH4wfF5htxM9) in SpbUAwSHCnfJ.NzveIZ3IlSH9()] if PlSM16l2KDPD(vY_CsEAik9va, YyaZ4tpXu4lf) and Dl48nj1rbi23((PlSM16l2KDPD(quvessij56om, c51y3b9MeDw6) for quvessij56om in vY_CsEAik9va)): if c2A0yzQpDQB3(vY_CsEAik9va) > ehT0Px3KOsy9(chr(276 - 228) + chr(111) + '\x31', ord("\x08")): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xee\x81\xfd\xdf\xea\x93\xba'), '\144' + chr(0b11011 + 0o112) + chr(0b1100011) + chr(4001 - 3890) + chr(0b1100100) + chr(642 - 541))(chr(0b1110101) + chr(0b1001001 + 0o53) + chr(9034 - 8932) + chr(0b101100 + 0o1) + chr(482 - 426)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x8c\xe3\x91\xe6\x85\xad\x7fZo\xd3\x0b`\xbe5\xa6\x14=\xd6s\xc6}!\r\xbe\x1f\xb3\xbe\xb4\xb6\x0e\xa9\xcbM\x9e\x9c\xcf\x05F8\xfc\x81\xfd\xd2\xeb\xbc\xb1}Gt\xd7\x1af\xa7h'), chr(0b1100100) + chr(6482 - 6381) + chr(0b1001 + 0o132) + chr(8881 - 8770) + chr(0b1011111 + 0o5) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(102) + chr(1579 - 1534) + '\x38')) else: raise HJKwRlaB772i(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x8e\xf9\xd0\xef\x94\xb9:It\xd9\x1bc\xaf(\xf2Yt\xc1b'), chr(0b111 + 0o135) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b101 + 0o140))('\165' + chr(0b1011000 + 0o34) + '\146' + chr(1840 - 1795) + chr(0b101000 + 0o20)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xd4\xfd\xde\xcb\x9c\x8e)xv\xdb\x04'), '\144' + chr(101) + chr(1869 - 1770) + '\157' + '\x64' + '\145')(chr(0b1001001 + 0o54) + chr(4826 - 4710) + chr(0b101101 + 0o71) + chr(0b101101) + '\070'))(SpbUAwSHCnfJ)) return vY_CsEAik9va
ray-project/ray
python/ray/tune/experiment.py
Experiment.from_json
def from_json(cls, name, spec): """Generates an Experiment object from JSON. Args: name (str): Name of Experiment. spec (dict): JSON configuration of experiment. """ if "run" not in spec: raise TuneError("No trainable specified!") # Special case the `env` param for RLlib by automatically # moving it into the `config` section. if "env" in spec: spec["config"] = spec.get("config", {}) spec["config"]["env"] = spec["env"] del spec["env"] spec = copy.deepcopy(spec) run_value = spec.pop("run") try: exp = cls(name, run_value, **spec) except TypeError: raise TuneError("Improper argument from JSON: {}.".format(spec)) return exp
python
def from_json(cls, name, spec): """Generates an Experiment object from JSON. Args: name (str): Name of Experiment. spec (dict): JSON configuration of experiment. """ if "run" not in spec: raise TuneError("No trainable specified!") # Special case the `env` param for RLlib by automatically # moving it into the `config` section. if "env" in spec: spec["config"] = spec.get("config", {}) spec["config"]["env"] = spec["env"] del spec["env"] spec = copy.deepcopy(spec) run_value = spec.pop("run") try: exp = cls(name, run_value, **spec) except TypeError: raise TuneError("Improper argument from JSON: {}.".format(spec)) return exp
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Generates an Experiment object from JSON. Args: name (str): Name of Experiment. spec (dict): JSON configuration of experiment.
[ "Generates", "an", "Experiment", "object", "from", "JSON", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/experiment.py#L118-L142
train
Generates an Experiment object from a JSON configuration.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(1874 - 1825) + '\063' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7583 - 7472) + '\061' + '\064' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + '\x33' + chr(55) + chr(54), 34436 - 34428), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(48) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6109 - 5998) + chr(0b10010 + 0o41) + '\062' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b1110 + 0o42) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b110001) + chr(54) + chr(55), 0b1000), ehT0Px3KOsy9(chr(202 - 154) + chr(3368 - 3257) + '\x31' + chr(48) + chr(1230 - 1175), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(50) + '\060' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b0 + 0o62) + chr(0b110001) + chr(0b101001 + 0o10), 46492 - 46484), ehT0Px3KOsy9(chr(0b110000) + chr(2565 - 2454) + chr(0b110111) + chr(657 - 605), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\061' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(4748 - 4637) + '\x31' + '\x37' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1967 - 1919) + chr(2630 - 2519) + '\061' + chr(1225 - 1172) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(3111 - 3000) + chr(0b110001) + '\065' + chr(55), 14685 - 14677), ehT0Px3KOsy9(chr(0b110000) + chr(7537 - 7426) + '\x31' + '\x34' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(49) + chr(0b1100 + 0o52) + chr(424 - 373), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\067' + '\062', 8412 - 8404), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110010) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(1842 - 1794) + '\x6f' + chr(0b110011) + chr(0b1010 + 0o51) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(5223 - 5112) + chr(0b1101 + 0o50) + chr(385 - 333), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + '\063' + '\x32' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(3423 - 3312) + chr(52) + chr(0b110111 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\061' + chr(558 - 510) + chr(0b1111 + 0o45), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(161 - 107) + chr(1097 - 1048), 0o10), ehT0Px3KOsy9('\x30' + chr(5331 - 5220) + '\065' + chr(0b10111 + 0o34), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + chr(1471 - 1420) + '\x31' + chr(1819 - 1766), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11001 + 0o31) + chr(48) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(10764 - 10653) + '\061' + '\064' + chr(1848 - 1797), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b101 + 0o152) + chr(50) + '\x32' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(55) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110100) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\065' + '\x31', 58886 - 58878), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065', 0o10), ehT0Px3KOsy9(chr(1764 - 1716) + chr(0b1010110 + 0o31) + '\x33' + '\060' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1458 - 1409) + chr(0b100010 + 0o20) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1766 - 1718) + chr(0b1101111) + '\x32' + chr(52) + '\067', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100001 + 0o24) + chr(476 - 428), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b's'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + chr(6080 - 5979))('\165' + '\x74' + chr(0b11101 + 0o111) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def cJERseHjddQ9(NSstowUUZlxS, AIvJRzLdDfgF, IH4wfF5htxM9): if xafqLlk3kkUe(SXOLrMavuUCe(b'/\x16\x90'), '\144' + chr(4583 - 4482) + '\143' + chr(111) + '\144' + chr(8600 - 8499))(chr(117) + '\164' + '\x66' + chr(190 - 145) + '\070') not in IH4wfF5htxM9: raise HJKwRlaB772i(xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\x0c\xde5\xa6\xe1\x1e)\xe2\xebP+_\x1d\x1f\x05\x10S\xf1@\xb8H\xf2'), '\x64' + '\145' + '\x63' + '\157' + '\x64' + chr(8276 - 8175))('\x75' + chr(3471 - 3355) + '\146' + chr(0b110 + 0o47) + chr(2766 - 2710))) if xafqLlk3kkUe(SXOLrMavuUCe(b'8\r\x88'), chr(0b1100100) + chr(0b1000110 + 0o37) + chr(4974 - 4875) + chr(111) + chr(100) + chr(101))(chr(0b1000001 + 0o64) + chr(0b1110100) + chr(0b1100110) + chr(0b101100 + 0o1) + chr(2879 - 2823)) in IH4wfF5htxM9: IH4wfF5htxM9[xafqLlk3kkUe(SXOLrMavuUCe(b">\x0c\x90'\xbd\xe7"), '\144' + chr(1990 - 1889) + '\143' + '\157' + chr(100) + chr(9176 - 9075))(chr(0b1110101) + chr(11967 - 11851) + chr(4047 - 3945) + chr(45) + chr(56))] = IH4wfF5htxM9.get(xafqLlk3kkUe(SXOLrMavuUCe(b">\x0c\x90'\xbd\xe7"), '\144' + chr(0b1100101) + chr(0b101111 + 0o64) + '\157' + chr(100) + chr(0b101101 + 0o70))(chr(12131 - 12014) + chr(0b1110100) + chr(0b1100010 + 0o4) + chr(45) + chr(0b111000)), {}) IH4wfF5htxM9[xafqLlk3kkUe(SXOLrMavuUCe(b">\x0c\x90'\xbd\xe7"), chr(5464 - 5364) + chr(2944 - 2843) + chr(99) + chr(111) + chr(0b1100100) + chr(751 - 650))(chr(0b1110101) + '\x74' + chr(102) + chr(0b101101) + chr(56))][xafqLlk3kkUe(SXOLrMavuUCe(b'8\r\x88'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(7585 - 7485) + '\145')(chr(0b1011011 + 0o32) + '\164' + chr(102) + chr(0b101101) + '\070')] = IH4wfF5htxM9[xafqLlk3kkUe(SXOLrMavuUCe(b'8\r\x88'), '\144' + chr(101) + chr(0b1100011) + chr(4541 - 4430) + chr(100) + chr(0b111110 + 0o47))(chr(0b100110 + 0o117) + chr(0b110001 + 0o103) + '\x66' + '\x2d' + chr(0b111000))] del IH4wfF5htxM9[xafqLlk3kkUe(SXOLrMavuUCe(b'8\r\x88'), '\x64' + chr(101) + chr(99) + chr(111) + chr(0b1100100) + '\145')(chr(11124 - 11007) + '\x74' + '\146' + '\055' + chr(2557 - 2501))] IH4wfF5htxM9 = igThHS4jwVsa.deepcopy(IH4wfF5htxM9) yEvDDlKss0vU = IH4wfF5htxM9.pop(xafqLlk3kkUe(SXOLrMavuUCe(b'/\x16\x90'), chr(0b1100100) + chr(5943 - 5842) + '\143' + chr(111) + chr(659 - 559) + chr(0b100 + 0o141))(chr(117) + chr(116) + chr(4602 - 4500) + chr(0b1101 + 0o40) + chr(0b101011 + 0o15))) try: quvessij56om = NSstowUUZlxS(AIvJRzLdDfgF, yEvDDlKss0vU, **IH4wfF5htxM9) except sznFqDbNBHlx: raise HJKwRlaB772i(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\x0e\x8e3\xbb\xf0\x125\xa3\xe8N)\n\x03\n\x0e\x07\x1a\xf1[\xb2A\xf3m\x17~e\xf7\xa5\x18S\xba'), chr(561 - 461) + '\145' + '\x63' + chr(0b1101111) + chr(4759 - 4659) + '\x65')(chr(117) + chr(7688 - 7572) + chr(0b1100110) + chr(0b10010 + 0o33) + chr(2843 - 2787)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0bW\x8c.\x9c\xe1$t\xd3\xf9Y$'), chr(9799 - 9699) + chr(10113 - 10012) + chr(0b1100011) + chr(0b111011 + 0o64) + chr(0b1011000 + 0o14) + '\145')(chr(1852 - 1735) + chr(0b1001010 + 0o52) + chr(0b111 + 0o137) + '\x2d' + '\070'))(IH4wfF5htxM9)) return quvessij56om
ray-project/ray
python/ray/tune/experiment.py
Experiment._register_if_needed
def _register_if_needed(cls, run_object): """Registers Trainable or Function at runtime. Assumes already registered if run_object is a string. Does not register lambdas because they could be part of variant generation. Also, does not inspect interface of given run_object. Arguments: run_object (str|function|class): Trainable to run. If string, assumes it is an ID and does not modify it. Otherwise, returns a string corresponding to the run_object name. Returns: A string representing the trainable identifier. """ if isinstance(run_object, six.string_types): return run_object elif isinstance(run_object, types.FunctionType): if run_object.__name__ == "<lambda>": logger.warning( "Not auto-registering lambdas - resolving as variant.") return run_object else: name = run_object.__name__ register_trainable(name, run_object) return name elif isinstance(run_object, type): name = run_object.__name__ register_trainable(name, run_object) return name else: raise TuneError("Improper 'run' - not string nor trainable.")
python
def _register_if_needed(cls, run_object): """Registers Trainable or Function at runtime. Assumes already registered if run_object is a string. Does not register lambdas because they could be part of variant generation. Also, does not inspect interface of given run_object. Arguments: run_object (str|function|class): Trainable to run. If string, assumes it is an ID and does not modify it. Otherwise, returns a string corresponding to the run_object name. Returns: A string representing the trainable identifier. """ if isinstance(run_object, six.string_types): return run_object elif isinstance(run_object, types.FunctionType): if run_object.__name__ == "<lambda>": logger.warning( "Not auto-registering lambdas - resolving as variant.") return run_object else: name = run_object.__name__ register_trainable(name, run_object) return name elif isinstance(run_object, type): name = run_object.__name__ register_trainable(name, run_object) return name else: raise TuneError("Improper 'run' - not string nor trainable.")
[ "def", "_register_if_needed", "(", "cls", ",", "run_object", ")", ":", "if", "isinstance", "(", "run_object", ",", "six", ".", "string_types", ")", ":", "return", "run_object", "elif", "isinstance", "(", "run_object", ",", "types", ".", "FunctionType", ")", ":", "if", "run_object", ".", "__name__", "==", "\"<lambda>\"", ":", "logger", ".", "warning", "(", "\"Not auto-registering lambdas - resolving as variant.\"", ")", "return", "run_object", "else", ":", "name", "=", "run_object", ".", "__name__", "register_trainable", "(", "name", ",", "run_object", ")", "return", "name", "elif", "isinstance", "(", "run_object", ",", "type", ")", ":", "name", "=", "run_object", ".", "__name__", "register_trainable", "(", "name", ",", "run_object", ")", "return", "name", "else", ":", "raise", "TuneError", "(", "\"Improper 'run' - not string nor trainable.\"", ")" ]
Registers Trainable or Function at runtime. Assumes already registered if run_object is a string. Does not register lambdas because they could be part of variant generation. Also, does not inspect interface of given run_object. Arguments: run_object (str|function|class): Trainable to run. If string, assumes it is an ID and does not modify it. Otherwise, returns a string corresponding to the run_object name. Returns: A string representing the trainable identifier.
[ "Registers", "Trainable", "or", "Function", "at", "runtime", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/experiment.py#L145-L177
train
Registers Trainable or Function at runtime.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(4321 - 4210) + chr(49) + '\x31' + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x35' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(431 - 382) + chr(0b110010) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + chr(0b0 + 0o61) + chr(0b110101) + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(1301 - 1247) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(0b110010) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3964 - 3853) + chr(0b110010) + '\067' + chr(1477 - 1425), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(0b110010) + '\067' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1819 - 1771) + '\x6f' + chr(2226 - 2176) + '\x36' + chr(711 - 661), 0o10), ehT0Px3KOsy9(chr(1542 - 1494) + '\x6f' + chr(1910 - 1859) + chr(0b10111 + 0o35) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110110) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1535 - 1482) + chr(0b110100), 29054 - 29046), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(2373 - 2322) + '\065' + chr(51), 0b1000), ehT0Px3KOsy9(chr(999 - 951) + chr(0b1101111) + chr(0b110011) + chr(0b110010) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(51) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x36' + chr(55), 63942 - 63934), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110001) + chr(54) + chr(0b101101 + 0o12), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b101010 + 0o7) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1869 - 1821) + chr(111) + chr(106 - 55) + chr(52) + chr(0b10111 + 0o31), 47425 - 47417), ehT0Px3KOsy9('\x30' + chr(10547 - 10436) + chr(0b0 + 0o62) + chr(1256 - 1208) + chr(1971 - 1918), 15720 - 15712), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + '\062' + '\x34' + '\x36', 58211 - 58203), ehT0Px3KOsy9(chr(1245 - 1197) + '\x6f' + chr(51) + chr(49) + chr(0b1101 + 0o45), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9377 - 9266) + chr(98 - 47) + chr(48) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(9306 - 9195) + chr(0b1111 + 0o46) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2097 - 2047) + '\066' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\062' + chr(48), 21208 - 21200), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b100110 + 0o21) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + chr(49) + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b10011 + 0o43) + chr(48), 14642 - 14634), ehT0Px3KOsy9(chr(233 - 185) + '\157' + '\x37' + chr(48), 56773 - 56765), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x32' + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100 + 0o57) + chr(50) + chr(0b110110), 8), ehT0Px3KOsy9(chr(279 - 231) + chr(4593 - 4482) + chr(0b110001) + chr(0b110001) + chr(1573 - 1519), 0o10), ehT0Px3KOsy9(chr(62 - 14) + '\x6f' + chr(825 - 776) + '\x35' + '\x31', 0b1000), ehT0Px3KOsy9(chr(1229 - 1181) + chr(111) + chr(0b1010 + 0o50) + chr(2429 - 2375) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1694 - 1646) + '\x6f' + chr(0b10001 + 0o40) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + '\x32' + chr(0b10100 + 0o34) + '\063', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\065' + chr(2170 - 2122), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'd'), chr(100) + chr(0b100 + 0o141) + chr(0b100100 + 0o77) + chr(0b1101111) + '\x64' + '\x65')(chr(0b1101110 + 0o7) + chr(116) + chr(2011 - 1909) + chr(0b11001 + 0o24) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def G36hFi5eGZRO(NSstowUUZlxS, yhHqxKje952p): if PlSM16l2KDPD(yhHqxKje952p, xafqLlk3kkUe(sYby0kpfssd4, xafqLlk3kkUe(SXOLrMavuUCe(b'9\x9d;<\x04\x12\xe9\xc8\xc6\xc2\x84\x18'), chr(6001 - 5901) + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))(chr(117) + chr(3511 - 3395) + '\146' + chr(45) + '\070'))): return yhHqxKje952p elif PlSM16l2KDPD(yhHqxKje952p, xafqLlk3kkUe(yorMPSC245Rr, xafqLlk3kkUe(SXOLrMavuUCe(b"\x0c\x9c'6\x1e\x1c\xd9\xd2\xeb\xcb\x91\x0e"), chr(0b1100100) + '\x65' + '\x63' + '\x6f' + chr(0b110011 + 0o61) + chr(1579 - 1478))(chr(3705 - 3588) + '\164' + chr(0b11010 + 0o114) + '\x2d' + '\070'))): if xafqLlk3kkUe(yhHqxKje952p, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\x8b,?^\x1a\xec\xcd\xf4\xfe\xa0]'), '\144' + chr(0b10001 + 0o124) + '\143' + chr(4945 - 4834) + chr(1564 - 1464) + chr(101))(chr(9019 - 8902) + '\x74' + chr(6415 - 6313) + chr(0b110 + 0o47) + chr(2760 - 2704))) == xafqLlk3kkUe(SXOLrMavuUCe(b'v\x85(8\x08\x11\xd7\x82'), '\144' + chr(0b11 + 0o142) + chr(0b1100011) + chr(0b1101111) + chr(7602 - 7502) + chr(0b1101 + 0o130))(chr(0b1110101) + '\164' + chr(1567 - 1465) + '\055' + chr(56)): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'=\x88;;\x03\x1b\xd1'), chr(802 - 702) + chr(1869 - 1768) + chr(0b1001101 + 0o26) + '\157' + chr(0b1100100) + chr(2738 - 2637))(chr(117) + chr(4710 - 4594) + '\x66' + chr(780 - 735) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x86=u\x0b\x00\xc2\xd3\x92\xc0\x84\x0c\x1a\xdf\x9f\xb3\xe9\x9e\x19\xac\xc0\xe9\xc7\xa7\xa7M\xd5\xa3 \xd5D\x82]\xa2\xb9"\x1f\xd99\xe4j\x88:u\x1c\x14\xc4\xd5\xde\xdc\x95E'), chr(1169 - 1069) + chr(1413 - 1312) + chr(99) + chr(12314 - 12203) + '\144' + chr(0b11 + 0o142))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(2611 - 2555))) return yhHqxKje952p else: AIvJRzLdDfgF = yhHqxKje952p.Gbej4oZqKLA6 P7z2SgZAWJVK(AIvJRzLdDfgF, yhHqxKje952p) return AIvJRzLdDfgF elif PlSM16l2KDPD(yhHqxKje952p, wmQmyeWBmUpv): AIvJRzLdDfgF = yhHqxKje952p.Gbej4oZqKLA6 P7z2SgZAWJVK(AIvJRzLdDfgF, yhHqxKje952p) return AIvJRzLdDfgF else: raise HJKwRlaB772i(xafqLlk3kkUe(SXOLrMavuUCe(b"\x03\x849'\x05\x05\xd3\xce\x9f\x95\x93\x1e\x1d\x8b\xcb\xfb\xbb\x99\x18\xbf\xc0\xf6\xd2\xb8\xacG\xd3\xf0n\x97\x16\xd0L\xa3\xb7'\x07\xd15\xef/\xc7"), '\x64' + '\145' + '\143' + chr(2669 - 2558) + '\144' + '\145')(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\070'))
ray-project/ray
python/ray/experimental/array/distributed/linalg.py
tsqr
def tsqr(a): """Perform a QR decomposition of a tall-skinny matrix. Args: a: A distributed matrix with shape MxN (suppose K = min(M, N)). Returns: A tuple of q (a DistArray) and r (a numpy array) satisfying the following. - If q_full = ray.get(DistArray, q).assemble(), then q_full.shape == (M, K). - np.allclose(np.dot(q_full.T, q_full), np.eye(K)) == True. - If r_val = ray.get(np.ndarray, r), then r_val.shape == (K, N). - np.allclose(r, np.triu(r)) == True. """ if len(a.shape) != 2: raise Exception("tsqr requires len(a.shape) == 2, but a.shape is " "{}".format(a.shape)) if a.num_blocks[1] != 1: raise Exception("tsqr requires a.num_blocks[1] == 1, but a.num_blocks " "is {}".format(a.num_blocks)) num_blocks = a.num_blocks[0] K = int(np.ceil(np.log2(num_blocks))) + 1 q_tree = np.empty((num_blocks, K), dtype=object) current_rs = [] for i in range(num_blocks): block = a.objectids[i, 0] q, r = ra.linalg.qr.remote(block) q_tree[i, 0] = q current_rs.append(r) for j in range(1, K): new_rs = [] for i in range(int(np.ceil(1.0 * len(current_rs) / 2))): stacked_rs = ra.vstack.remote(*current_rs[(2 * i):(2 * i + 2)]) q, r = ra.linalg.qr.remote(stacked_rs) q_tree[i, j] = q new_rs.append(r) current_rs = new_rs assert len(current_rs) == 1, "len(current_rs) = " + str(len(current_rs)) # handle the special case in which the whole DistArray "a" fits in one # block and has fewer rows than columns, this is a bit ugly so think about # how to remove it if a.shape[0] >= a.shape[1]: q_shape = a.shape else: q_shape = [a.shape[0], a.shape[0]] q_num_blocks = core.DistArray.compute_num_blocks(q_shape) q_objectids = np.empty(q_num_blocks, dtype=object) q_result = core.DistArray(q_shape, q_objectids) # reconstruct output for i in range(num_blocks): q_block_current = q_tree[i, 0] ith_index = i for j in range(1, K): if np.mod(ith_index, 2) == 0: lower = [0, 0] upper = [a.shape[1], core.BLOCK_SIZE] else: lower = [a.shape[1], 0] upper = [2 * a.shape[1], core.BLOCK_SIZE] ith_index //= 2 q_block_current = ra.dot.remote( q_block_current, ra.subarray.remote(q_tree[ith_index, j], lower, upper)) q_result.objectids[i] = q_block_current r = current_rs[0] return q_result, ray.get(r)
python
def tsqr(a): """Perform a QR decomposition of a tall-skinny matrix. Args: a: A distributed matrix with shape MxN (suppose K = min(M, N)). Returns: A tuple of q (a DistArray) and r (a numpy array) satisfying the following. - If q_full = ray.get(DistArray, q).assemble(), then q_full.shape == (M, K). - np.allclose(np.dot(q_full.T, q_full), np.eye(K)) == True. - If r_val = ray.get(np.ndarray, r), then r_val.shape == (K, N). - np.allclose(r, np.triu(r)) == True. """ if len(a.shape) != 2: raise Exception("tsqr requires len(a.shape) == 2, but a.shape is " "{}".format(a.shape)) if a.num_blocks[1] != 1: raise Exception("tsqr requires a.num_blocks[1] == 1, but a.num_blocks " "is {}".format(a.num_blocks)) num_blocks = a.num_blocks[0] K = int(np.ceil(np.log2(num_blocks))) + 1 q_tree = np.empty((num_blocks, K), dtype=object) current_rs = [] for i in range(num_blocks): block = a.objectids[i, 0] q, r = ra.linalg.qr.remote(block) q_tree[i, 0] = q current_rs.append(r) for j in range(1, K): new_rs = [] for i in range(int(np.ceil(1.0 * len(current_rs) / 2))): stacked_rs = ra.vstack.remote(*current_rs[(2 * i):(2 * i + 2)]) q, r = ra.linalg.qr.remote(stacked_rs) q_tree[i, j] = q new_rs.append(r) current_rs = new_rs assert len(current_rs) == 1, "len(current_rs) = " + str(len(current_rs)) # handle the special case in which the whole DistArray "a" fits in one # block and has fewer rows than columns, this is a bit ugly so think about # how to remove it if a.shape[0] >= a.shape[1]: q_shape = a.shape else: q_shape = [a.shape[0], a.shape[0]] q_num_blocks = core.DistArray.compute_num_blocks(q_shape) q_objectids = np.empty(q_num_blocks, dtype=object) q_result = core.DistArray(q_shape, q_objectids) # reconstruct output for i in range(num_blocks): q_block_current = q_tree[i, 0] ith_index = i for j in range(1, K): if np.mod(ith_index, 2) == 0: lower = [0, 0] upper = [a.shape[1], core.BLOCK_SIZE] else: lower = [a.shape[1], 0] upper = [2 * a.shape[1], core.BLOCK_SIZE] ith_index //= 2 q_block_current = ra.dot.remote( q_block_current, ra.subarray.remote(q_tree[ith_index, j], lower, upper)) q_result.objectids[i] = q_block_current r = current_rs[0] return q_result, ray.get(r)
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Perform a QR decomposition of a tall-skinny matrix. Args: a: A distributed matrix with shape MxN (suppose K = min(M, N)). Returns: A tuple of q (a DistArray) and r (a numpy array) satisfying the following. - If q_full = ray.get(DistArray, q).assemble(), then q_full.shape == (M, K). - np.allclose(np.dot(q_full.T, q_full), np.eye(K)) == True. - If r_val = ray.get(np.ndarray, r), then r_val.shape == (K, N). - np.allclose(r, np.triu(r)) == True.
[ "Perform", "a", "QR", "decomposition", "of", "a", "tall", "-", "skinny", "matrix", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/array/distributed/linalg.py#L15-L84
train
Perform a QR decomposition of a distributed matrix.
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6518) + '\063' + chr(0b110111) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + '\060', 32305 - 32297), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1726 - 1676) + chr(0b10011 + 0o37) + chr(0b110111 + 0o0), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(2259 - 2209) + chr(52) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o11) + '\x34' + chr(0b110100), 59077 - 59069), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b110110) + chr(1496 - 1445), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100100 + 0o17) + chr(0b11101 + 0o30) + '\061', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(2525 - 2414) + '\061' + '\062' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(524 - 476) + '\x6f' + chr(0b110011) + chr(0b110111) + '\061', 59544 - 59536), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(4882 - 4771) + '\064' + '\x31', 63457 - 63449), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110110) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(219 - 171) + '\157' + chr(1397 - 1348) + '\x32' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b110010) + chr(403 - 349) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100011 + 0o21) + '\063', 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1000110 + 0o51) + chr(0b11110 + 0o25) + chr(51), 58369 - 58361), ehT0Px3KOsy9(chr(0b110000) + chr(8670 - 8559) + '\065' + '\062', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(54) + chr(1864 - 1814), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1590 - 1539) + chr(1336 - 1287) + '\064', 40880 - 40872), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(366 - 315) + '\064', 6761 - 6753), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b1101 + 0o46) + chr(1119 - 1069) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110000) + '\065', 19211 - 19203), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(0b10100 + 0o35) + chr(0b110001 + 0o5) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(4522 - 4411) + '\x34' + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11110 + 0o31) + '\x30', 9558 - 9550), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\063' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(2682 - 2629) + chr(2393 - 2343), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(778 - 728) + chr(1983 - 1930) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(52) + '\x37', 52625 - 52617), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(8128 - 8017) + '\062' + '\x31' + chr(2312 - 2262), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(0b110001) + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10072 - 9961) + '\062' + '\065' + '\060', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(2921 - 2810) + '\x32' + chr(0b11100 + 0o27) + '\065', 65030 - 65022), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(0b11000 + 0o31) + '\x34', 27948 - 27940), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1001 + 0o50) + chr(1851 - 1801), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b100001 + 0o25) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110010) + chr(0b110000) + chr(1899 - 1846), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(55) + chr(0b100 + 0o60), 27533 - 27525), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + chr(0b110111) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + '\061' + '\060' + '\062', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(2112 - 2059) + '\x30', 9955 - 9947)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2'), chr(0b111011 + 0o51) + chr(101) + '\x63' + '\x6f' + chr(100) + chr(8462 - 8361))(chr(0b111111 + 0o66) + '\x74' + chr(102) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zUrdueorjBwd(XPh1qbAgrPgG): if c2A0yzQpDQB3(xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92Q_\xce\xc5\xa8\xd4\x85\x04\x89B\x10'), chr(0b1100100) + chr(3610 - 3509) + chr(99) + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(12825 - 12709) + chr(0b1011110 + 0o10) + chr(45) + chr(0b111000)))) != ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(291 - 241), ord("\x08")): raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x88C[\xe5\x83\x96\xd6\x98%\x90S\x17!\x92O~D\x1a\xad2\xa0-\x10P]\xb3\xca\x91Z\xaan\x84\xbdn\x7f\x02\xa5\xdd\x101\x94QZ\xf2\x83\x8d\xc0\xc9+\x84'), chr(0b1000001 + 0o43) + '\145' + chr(8592 - 8493) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(5656 - 5539) + '\164' + '\x66' + chr(274 - 229) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\x04X\xf8\xeb\x85\xe0\xda\x00\x89D\x18'), chr(9038 - 8938) + chr(6844 - 6743) + chr(0b1000010 + 0o41) + chr(0b1000000 + 0o57) + chr(0b1100100) + chr(101))('\165' + '\164' + chr(0b1100110) + '\055' + '\070'))(xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92Q_\xce\xc5\xa8\xd4\x85\x04\x89B\x10'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1011100 + 0o10) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b11011 + 0o22) + '\x38')))) if xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9dJe\xf9\xee\xb0\xf9\x8ad\xafD\x1f'), chr(5604 - 5504) + chr(2180 - 2079) + chr(99) + '\x6f' + '\144' + chr(9413 - 9312))('\165' + '\164' + chr(102) + '\x2d' + chr(56)))[ehT0Px3KOsy9('\x30' + '\157' + chr(49), 0b1000)] != ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', 8): raise jLmadlzMdunT(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x88C[\xe5\x83\x96\xd6\x98%\x90S\x17!\x92B5DG\xa1C\xb1)\x1eCS\xe9\xb1\x9d:\xaaa\x95\xbd=&V\xe7\xc9Jb\x9d\x1eD\xe2\xce\xbb\xd1\x85?\x9aJ\x01r\xdbP;QO'), chr(100) + '\145' + chr(99) + chr(0b101001 + 0o106) + chr(0b1000010 + 0o42) + chr(0b1100101))(chr(0b1110101) + chr(2781 - 2665) + chr(0b1100110) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\x04X\xf8\xeb\x85\xe0\xda\x00\x89D\x18'), chr(100) + '\145' + '\x63' + chr(111) + chr(0b1011011 + 0o11) + '\x65')('\x75' + chr(9747 - 9631) + chr(0b1100110) + chr(45) + chr(0b110001 + 0o7)))(xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9dJe\xf9\xee\xb0\xf9\x8ad\xafD\x1f'), '\144' + chr(101) + chr(6000 - 5901) + chr(111) + '\x64' + '\145')('\165' + chr(116) + '\146' + chr(45) + chr(0b101011 + 0o15))))) azOnMTJc4Vem = XPh1qbAgrPgG.azOnMTJc4Vem[ehT0Px3KOsy9('\060' + chr(11113 - 11002) + chr(0b1101 + 0o43), 0o10)] TZDRqZkJhaxd = ehT0Px3KOsy9(WqUC3KWvYVup.ceil(WqUC3KWvYVup.log2(azOnMTJc4Vem))) + ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1000101 + 0o52) + chr(0b110001), 8) X0VY23w6sWQN = WqUC3KWvYVup.empty((azOnMTJc4Vem, TZDRqZkJhaxd), dtype=sR_24x3xd4bh) JobklwdyPXf0 = [] for WVxHKyX45z_L in vQr8gNKaIaWE(azOnMTJc4Vem): cid3MTmW5yAA = XPh1qbAgrPgG.ZrRd0aMNQswN[WVxHKyX45z_L, ehT0Px3KOsy9(chr(48) + '\x6f' + '\x30', 8)] (WtwjCI_b3w8O, JWG5qApaeJkp) = sMHKPpbwx5le.linalg.qr.remote(cid3MTmW5yAA) X0VY23w6sWQN[WVxHKyX45z_L, ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000), 8)] = WtwjCI_b3w8O xafqLlk3kkUe(JobklwdyPXf0, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d@Z\xf2\xcd\x80'), chr(8903 - 8803) + chr(0b1100101) + '\x63' + chr(111) + '\x64' + chr(101))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + '\x38'))(JWG5qApaeJkp) for tlORBuYsiw3X in vQr8gNKaIaWE(ehT0Px3KOsy9('\060' + chr(111) + chr(0b101110 + 0o3), 8), TZDRqZkJhaxd): j3Vq1TmpEDUi = [] for WVxHKyX45z_L in vQr8gNKaIaWE(ehT0Px3KOsy9(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9fUC\xfb'), chr(0b1100100) + chr(7176 - 7075) + chr(0b1100011) + chr(0b1000001 + 0o56) + chr(0b1011111 + 0o5) + '\x65')(chr(0b1110101) + chr(0b1001 + 0o153) + chr(9103 - 9001) + chr(0b101101) + chr(0b110 + 0o62)))(1.0 * c2A0yzQpDQB3(JobklwdyPXf0) / ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50), 8)))): qteq0GNDWP_0 = sMHKPpbwx5le.vstack.remote(*JobklwdyPXf0[ehT0Px3KOsy9(chr(239 - 191) + chr(0b1101111) + chr(50), 8) * WVxHKyX45z_L:ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062', 8) * WVxHKyX45z_L + ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101001 + 0o11), 8)]) (WtwjCI_b3w8O, JWG5qApaeJkp) = sMHKPpbwx5le.linalg.qr.remote(qteq0GNDWP_0) X0VY23w6sWQN[WVxHKyX45z_L, tlORBuYsiw3X] = WtwjCI_b3w8O xafqLlk3kkUe(j3Vq1TmpEDUi, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d@Z\xf2\xcd\x80'), '\x64' + chr(0b1001111 + 0o26) + chr(0b110100 + 0o57) + chr(0b10011 + 0o134) + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(2874 - 2772) + '\x2d' + '\070'))(JWG5qApaeJkp) JobklwdyPXf0 = j3Vq1TmpEDUi assert c2A0yzQpDQB3(JobklwdyPXf0) == ehT0Px3KOsy9(chr(664 - 616) + '\x6f' + '\x31', 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\x90UD\xbf\xc0\x91\xc1\x9b5\x97U- \xc1\n;\x17\x12'), chr(0b1100100) + '\145' + '\143' + chr(0b101011 + 0o104) + chr(0b110001 + 0o63) + chr(3770 - 3669))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + '\070') + M8_cKLkHVB2V(c2A0yzQpDQB3(JobklwdyPXf0)) if xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92Q_\xce\xc5\xa8\xd4\x85\x04\x89B\x10'), chr(2644 - 2544) + chr(8889 - 8788) + chr(99) + '\157' + '\144' + chr(7648 - 7547))(chr(3360 - 3243) + '\164' + '\146' + chr(0b101010 + 0o3) + '\070'))[ehT0Px3KOsy9('\060' + '\157' + '\x30', 8)] >= xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92Q_\xce\xc5\xa8\xd4\x85\x04\x89B\x10'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1001001 + 0o46) + chr(0b1100100) + chr(101))(chr(6214 - 6097) + chr(0b1110100) + chr(7697 - 7595) + chr(45) + chr(56)))[ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(1242 - 1193), 8)]: bV3E74M7V2fY = XPh1qbAgrPgG.nauYfLglTpcb else: bV3E74M7V2fY = [XPh1qbAgrPgG.nauYfLglTpcb[ehT0Px3KOsy9('\x30' + chr(4055 - 3944) + chr(1138 - 1090), 8)], XPh1qbAgrPgG.nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(111) + '\x30', 8)]] EnJ_iiyhLqH5 = d9fhmi4XXZ1X.DistArray.compute_num_blocks(bV3E74M7V2fY) F1Kq1Oj9jjZ1 = WqUC3KWvYVup.empty(EnJ_iiyhLqH5, dtype=sR_24x3xd4bh) d7882o7b71Xq = d9fhmi4XXZ1X.DistArray(bV3E74M7V2fY, F1Kq1Oj9jjZ1) for WVxHKyX45z_L in vQr8gNKaIaWE(azOnMTJc4Vem): vy8pvA3ONI2V = X0VY23w6sWQN[WVxHKyX45z_L, ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110000), 8)] hTX6r8gRqKXu = WVxHKyX45z_L for tlORBuYsiw3X in vQr8gNKaIaWE(ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\x31', 8), TZDRqZkJhaxd): if xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91_N'), chr(0b1100100) + chr(0b1010101 + 0o20) + chr(0b1001111 + 0o24) + chr(0b110100 + 0o73) + chr(0b1100100) + '\x65')('\165' + '\x74' + chr(0b101101 + 0o71) + '\x2d' + chr(56)))(hTX6r8gRqKXu, ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b1001 + 0o51), 8)) == ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(48), 8): t6F5pCAWHAAS = [ehT0Px3KOsy9(chr(1052 - 1004) + chr(6964 - 6853) + '\060', 8), ehT0Px3KOsy9(chr(52 - 4) + chr(4933 - 4822) + '\x30', 8)] eGnGnmaYVLPZ = [XPh1qbAgrPgG.nauYfLglTpcb[ehT0Px3KOsy9(chr(48) + chr(12197 - 12086) + chr(0b1001 + 0o50), 8)], d9fhmi4XXZ1X.BLOCK_SIZE] else: t6F5pCAWHAAS = [XPh1qbAgrPgG.nauYfLglTpcb[ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(1150 - 1039) + chr(1646 - 1597), 8)], ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(1326 - 1278), 8)] eGnGnmaYVLPZ = [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062', 8) * XPh1qbAgrPgG.nauYfLglTpcb[ehT0Px3KOsy9('\x30' + chr(5879 - 5768) + chr(49), 8)], d9fhmi4XXZ1X.BLOCK_SIZE] hTX6r8gRqKXu //= ehT0Px3KOsy9(chr(2168 - 2120) + '\157' + chr(0b100000 + 0o22), 8) vy8pvA3ONI2V = sMHKPpbwx5le.dot.remote(vy8pvA3ONI2V, sMHKPpbwx5le.subarray.remote(X0VY23w6sWQN[hTX6r8gRqKXu, tlORBuYsiw3X], t6F5pCAWHAAS, eGnGnmaYVLPZ)) d7882o7b71Xq.ZrRd0aMNQswN[WVxHKyX45z_L] = vy8pvA3ONI2V JWG5qApaeJkp = JobklwdyPXf0[ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b100010 + 0o16), 8)] return (d7882o7b71Xq, xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9bU^'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(8584 - 8468) + '\x66' + '\x2d' + chr(0b1 + 0o67)))(JWG5qApaeJkp))
ray-project/ray
python/ray/experimental/array/distributed/linalg.py
modified_lu
def modified_lu(q): """Perform a modified LU decomposition of a matrix. This takes a matrix q with orthonormal columns, returns l, u, s such that q - s = l * u. Args: q: A two dimensional orthonormal matrix q. Returns: A tuple of a lower triangular matrix l, an upper triangular matrix u, and a a vector representing a diagonal matrix s such that q - s = l * u. """ q = q.assemble() m, b = q.shape[0], q.shape[1] S = np.zeros(b) q_work = np.copy(q) for i in range(b): S[i] = -1 * np.sign(q_work[i, i]) q_work[i, i] -= S[i] # Scale ith column of L by diagonal element. q_work[(i + 1):m, i] /= q_work[i, i] # Perform Schur complement update. q_work[(i + 1):m, (i + 1):b] -= np.outer(q_work[(i + 1):m, i], q_work[i, (i + 1):b]) L = np.tril(q_work) for i in range(b): L[i, i] = 1 U = np.triu(q_work)[:b, :] # TODO(rkn): Get rid of the put below. return ray.get(core.numpy_to_dist.remote(ray.put(L))), U, S
python
def modified_lu(q): """Perform a modified LU decomposition of a matrix. This takes a matrix q with orthonormal columns, returns l, u, s such that q - s = l * u. Args: q: A two dimensional orthonormal matrix q. Returns: A tuple of a lower triangular matrix l, an upper triangular matrix u, and a a vector representing a diagonal matrix s such that q - s = l * u. """ q = q.assemble() m, b = q.shape[0], q.shape[1] S = np.zeros(b) q_work = np.copy(q) for i in range(b): S[i] = -1 * np.sign(q_work[i, i]) q_work[i, i] -= S[i] # Scale ith column of L by diagonal element. q_work[(i + 1):m, i] /= q_work[i, i] # Perform Schur complement update. q_work[(i + 1):m, (i + 1):b] -= np.outer(q_work[(i + 1):m, i], q_work[i, (i + 1):b]) L = np.tril(q_work) for i in range(b): L[i, i] = 1 U = np.triu(q_work)[:b, :] # TODO(rkn): Get rid of the put below. return ray.get(core.numpy_to_dist.remote(ray.put(L))), U, S
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Perform a modified LU decomposition of a matrix. This takes a matrix q with orthonormal columns, returns l, u, s such that q - s = l * u. Args: q: A two dimensional orthonormal matrix q. Returns: A tuple of a lower triangular matrix l, an upper triangular matrix u, and a a vector representing a diagonal matrix s such that q - s = l * u.
[ "Perform", "a", "modified", "LU", "decomposition", "of", "a", "matrix", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/array/distributed/linalg.py#L91-L125
train
Perform a modified LU decomposition of a matrix q.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1433 - 1385) + '\x6f' + '\x33' + chr(51) + chr(53), 34848 - 34840), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1666 - 1618) + chr(746 - 635) + chr(0b110011) + '\067' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(301 - 253) + chr(111) + chr(49) + chr(0b10010 + 0o43) + chr(0b100011 + 0o23), 0o10), ehT0Px3KOsy9(chr(1295 - 1247) + chr(3805 - 3694) + chr(50) + chr(0b110110) + chr(0b110111 + 0o0), 0b1000), ehT0Px3KOsy9(chr(1346 - 1298) + chr(0b110110 + 0o71) + chr(55) + '\x37', 0o10), ehT0Px3KOsy9(chr(1434 - 1386) + chr(9638 - 9527) + chr(0b110001) + chr(0b110101) + '\x36', 8), ehT0Px3KOsy9(chr(1218 - 1170) + '\x6f' + chr(1658 - 1608) + '\061' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101100 + 0o5) + '\x32' + chr(0b100000 + 0o23), 0b1000), ehT0Px3KOsy9(chr(1302 - 1254) + '\x6f' + chr(1202 - 1153) + chr(49) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9612 - 9501) + chr(0b110111) + chr(50), 48072 - 48064), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(651 - 601) + '\061' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(53 - 5) + '\x6f' + chr(0b1010 + 0o47) + '\062' + '\062', 52392 - 52384), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(10805 - 10694) + '\x33' + '\066' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b110001) + chr(0b1110 + 0o47), 16212 - 16204), ehT0Px3KOsy9('\060' + '\x6f' + chr(2060 - 2009) + '\067' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(2065 - 2017) + '\x6f' + '\x33' + chr(0b110110) + chr(1519 - 1471), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110111) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1074 - 1026) + chr(111) + '\064' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(495 - 444) + chr(0b110001) + '\065', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(51) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2130 - 2082) + chr(0b1101111) + chr(0b110110) + chr(1337 - 1286), 60477 - 60469), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\x31' + chr(0b110011) + chr(0b110001), 12433 - 12425), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + '\061' + chr(1701 - 1653) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\063' + chr(607 - 557), ord("\x08")), ehT0Px3KOsy9(chr(1217 - 1169) + chr(0b1101111) + chr(0b110001) + chr(52) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(130 - 82) + chr(7766 - 7655) + chr(1516 - 1467) + chr(0b110011) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + '\063' + '\061' + chr(276 - 225), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(587 - 537) + chr(590 - 535) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2337 - 2287) + '\064' + chr(0b110100), 44082 - 44074), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110000 + 0o0) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110110) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(1747 - 1698) + chr(0b100111 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + '\x32' + chr(0b100010 + 0o16) + chr(2048 - 2000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10101 + 0o35) + chr(1173 - 1122) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(3822 - 3711) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(51) + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(2115 - 2067) + chr(10801 - 10690) + chr(1052 - 1003) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2926 - 2815) + '\x33' + chr(266 - 212), 64018 - 64010)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\x35' + '\060', 8426 - 8418)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3'), chr(0b1100100) + '\x65' + chr(586 - 487) + '\157' + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(45) + chr(2655 - 2599)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def GM33JfXARWHH(WtwjCI_b3w8O): WtwjCI_b3w8O = WtwjCI_b3w8O.assemble() (r8ufID9JCHnI, wmN3dvez4qzC) = (WtwjCI_b3w8O.nauYfLglTpcb[ehT0Px3KOsy9('\x30' + '\157' + chr(48), ord("\x08"))], WtwjCI_b3w8O.nauYfLglTpcb[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + chr(1668 - 1619), 60722 - 60714)]) QXIpkjdeayVc = WqUC3KWvYVup.zeros(wmN3dvez4qzC) xTnbWYmBHNFK = WqUC3KWvYVup.igThHS4jwVsa(WtwjCI_b3w8O) for WVxHKyX45z_L in vQr8gNKaIaWE(wmN3dvez4qzC): QXIpkjdeayVc[WVxHKyX45z_L] = -ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31', 8) * WqUC3KWvYVup.sign(xTnbWYmBHNFK[WVxHKyX45z_L, WVxHKyX45z_L]) xTnbWYmBHNFK[WVxHKyX45z_L, WVxHKyX45z_L] -= QXIpkjdeayVc[WVxHKyX45z_L] xTnbWYmBHNFK[WVxHKyX45z_L + ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + chr(49), 8):r8ufID9JCHnI, WVxHKyX45z_L] /= xTnbWYmBHNFK[WVxHKyX45z_L, WVxHKyX45z_L] xTnbWYmBHNFK[WVxHKyX45z_L + ehT0Px3KOsy9(chr(48) + chr(10541 - 10430) + chr(0b110001), 8):r8ufID9JCHnI, WVxHKyX45z_L + ehT0Px3KOsy9(chr(2070 - 2022) + chr(2036 - 1925) + chr(0b1100 + 0o45), 8):wmN3dvez4qzC] -= WqUC3KWvYVup.Ex6JxyaxzqrZ(xTnbWYmBHNFK[WVxHKyX45z_L + ehT0Px3KOsy9(chr(623 - 575) + chr(2032 - 1921) + '\061', 8):r8ufID9JCHnI, WVxHKyX45z_L], xTnbWYmBHNFK[WVxHKyX45z_L, WVxHKyX45z_L + ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(333 - 284), 8):wmN3dvez4qzC]) N2hHLFodXT_J = WqUC3KWvYVup.tril(xTnbWYmBHNFK) for WVxHKyX45z_L in vQr8gNKaIaWE(wmN3dvez4qzC): N2hHLFodXT_J[WVxHKyX45z_L, WVxHKyX45z_L] = ehT0Px3KOsy9(chr(955 - 907) + chr(6975 - 6864) + '\x31', 8) x34fIjwmGSKN = WqUC3KWvYVup.triu(xTnbWYmBHNFK)[:wmN3dvez4qzC, :] return (xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbaa\x89'), chr(0b111 + 0o135) + chr(101) + chr(9413 - 9314) + '\157' + chr(100) + '\145')('\165' + chr(116) + chr(0b1100010 + 0o4) + '\055' + chr(582 - 526)))(xafqLlk3kkUe(d9fhmi4XXZ1X.numpy_to_dist, xafqLlk3kkUe(SXOLrMavuUCe(b'\xafa\x90\x01\xc3Z'), chr(100) + chr(0b10111 + 0o116) + chr(0b1100011) + chr(8449 - 8338) + '\144' + chr(101))(chr(117) + chr(0b1011010 + 0o32) + '\x66' + chr(45) + '\x38'))(xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xadq\x89'), chr(100) + '\145' + chr(3468 - 3369) + chr(0b111011 + 0o64) + chr(0b1011101 + 0o7) + chr(101))(chr(0b1000101 + 0o60) + chr(8600 - 8484) + chr(5740 - 5638) + chr(558 - 513) + '\070'))(N2hHLFodXT_J))), x34fIjwmGSKN, QXIpkjdeayVc)
ray-project/ray
python/ray/tune/trial_runner.py
_naturalize
def _naturalize(string): """Provides a natural representation for string for nice sorting.""" splits = re.split("([0-9]+)", string) return [int(text) if text.isdigit() else text.lower() for text in splits]
python
def _naturalize(string): """Provides a natural representation for string for nice sorting.""" splits = re.split("([0-9]+)", string) return [int(text) if text.isdigit() else text.lower() for text in splits]
[ "def", "_naturalize", "(", "string", ")", ":", "splits", "=", "re", ".", "split", "(", "\"([0-9]+)\"", ",", "string", ")", "return", "[", "int", "(", "text", ")", "if", "text", ".", "isdigit", "(", ")", "else", "text", ".", "lower", "(", ")", "for", "text", "in", "splits", "]" ]
Provides a natural representation for string for nice sorting.
[ "Provides", "a", "natural", "representation", "for", "string", "for", "nice", "sorting", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L30-L33
train
Provides a natural representation for string for nice sorting.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + chr(0b111 + 0o55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x30' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(537 - 487) + chr(1782 - 1734) + chr(1623 - 1571), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x37' + chr(52), 46764 - 46756), ehT0Px3KOsy9(chr(48) + chr(6512 - 6401) + '\x31' + chr(524 - 470) + '\x37', 19825 - 19817), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(0b110011) + '\x30' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1140 - 1089) + '\063' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4784 - 4673) + '\063' + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x36' + chr(1978 - 1930), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + chr(1448 - 1397) + chr(0b101101 + 0o10) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b10111 + 0o130) + '\061' + chr(0b101101 + 0o12) + chr(1709 - 1658), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\066' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2353 - 2304) + '\064' + chr(1968 - 1917), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7129 - 7018) + chr(0b10001 + 0o42) + '\x37' + chr(1957 - 1906), 25212 - 25204), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10182 - 10071) + chr(0b1101 + 0o44) + '\x30' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9541 - 9430) + chr(2124 - 2074) + chr(1897 - 1845) + chr(0b11010 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000 + 0o1) + chr(0b110111) + chr(564 - 516), 0o10), ehT0Px3KOsy9(chr(2288 - 2240) + '\x6f' + chr(0b11101 + 0o26) + chr(0b11101 + 0o25) + chr(0b101110 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + chr(0b110110) + chr(0b110011), 47385 - 47377), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(54) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(1443 - 1390), 43631 - 43623), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(1561 - 1510) + chr(53) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11100 + 0o25) + chr(2076 - 2027) + chr(816 - 764), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(6115 - 6004) + chr(313 - 264) + '\061' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b1110 + 0o47) + chr(1470 - 1415), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b1110 + 0o42) + chr(1818 - 1770), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x36', 0b1000), ehT0Px3KOsy9(chr(412 - 364) + chr(0b100011 + 0o114) + chr(0b110001 + 0o0) + '\x35' + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9(chr(136 - 88) + chr(0b10001 + 0o136) + '\062' + chr(0b110000) + chr(0b100101 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(0b1101 + 0o46) + '\063' + chr(2052 - 2001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000001 + 0o56) + chr(0b11 + 0o56) + chr(0b110101) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(2029 - 1976) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(910 - 862) + chr(0b10001 + 0o136) + chr(52) + chr(1442 - 1394), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110101) + chr(191 - 142), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x34' + '\060', 0o10), ehT0Px3KOsy9(chr(1972 - 1924) + chr(0b1101111) + chr(0b1010 + 0o47) + '\x37' + chr(0b11 + 0o64), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110 + 0o54) + '\x36' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110011) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1019 - 971) + chr(111) + chr(49) + chr(52) + chr(0b110010), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02'), chr(5765 - 5665) + chr(101) + '\143' + chr(7708 - 7597) + chr(0b1100100) + '\145')(chr(117) + chr(4035 - 3919) + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def IJdlCKxzuT6i(YfpuhF1UI1FC): uSBCRSw0LUmo = _7u55U49WwX2.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xdf\xb4QN\x99\xf6\xe5'), '\144' + chr(5807 - 5706) + chr(7282 - 7183) + '\x6f' + chr(0b1100100) + chr(3646 - 3545))('\165' + chr(0b110100 + 0o100) + chr(0b101010 + 0o74) + '\055' + '\070'), YfpuhF1UI1FC) return [ehT0Px3KOsy9(Ah1rInvg48Hb) if xafqLlk3kkUe(Ah1rInvg48Hb, xafqLlk3kkUe(SXOLrMavuUCe(b'E\xf7\xe0\x15\x10\xad\xa9'), chr(0b1000001 + 0o43) + chr(101) + chr(0b110110 + 0o55) + chr(0b1101111) + chr(9078 - 8978) + '\145')(chr(0b1100111 + 0o16) + chr(0b1110100) + chr(3102 - 3000) + chr(45) + chr(56)))() else xafqLlk3kkUe(Ah1rInvg48Hb, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xeb\xf3\x19\x05'), chr(0b101 + 0o137) + chr(7553 - 7452) + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\165' + chr(0b1101011 + 0o11) + chr(102) + '\x2d' + chr(2611 - 2555)))() for Ah1rInvg48Hb in uSBCRSw0LUmo]
ray-project/ray
python/ray/tune/trial_runner.py
_find_newest_ckpt
def _find_newest_ckpt(ckpt_dir): """Returns path to most recently modified checkpoint.""" full_paths = [ os.path.join(ckpt_dir, fname) for fname in os.listdir(ckpt_dir) if fname.startswith("experiment_state") and fname.endswith(".json") ] return max(full_paths)
python
def _find_newest_ckpt(ckpt_dir): """Returns path to most recently modified checkpoint.""" full_paths = [ os.path.join(ckpt_dir, fname) for fname in os.listdir(ckpt_dir) if fname.startswith("experiment_state") and fname.endswith(".json") ] return max(full_paths)
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Returns path to most recently modified checkpoint.
[ "Returns", "path", "to", "most", "recently", "modified", "checkpoint", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L36-L42
train
Returns path to most recently modified checkpoint.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x35' + '\x34', 52373 - 52365), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(1456 - 1405) + chr(0b1110 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(658 - 610) + chr(0b1101111) + chr(49) + chr(0b10101 + 0o35) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(1794 - 1743), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b110010) + chr(2785 - 2730) + chr(0b100100 + 0o20), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(2215 - 2160) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2330 - 2280) + chr(0b110101), 6032 - 6024), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\x35' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1531 - 1483) + chr(0b11 + 0o154) + chr(1792 - 1742) + '\061' + chr(1012 - 964), 0o10), ehT0Px3KOsy9('\060' + chr(10670 - 10559) + '\062' + chr(0b110101) + chr(1317 - 1263), 52624 - 52616), ehT0Px3KOsy9(chr(671 - 623) + '\x6f' + '\066' + chr(48), 17767 - 17759), ehT0Px3KOsy9(chr(258 - 210) + chr(111) + chr(0b1001 + 0o51) + chr(54) + chr(0b110101), 7683 - 7675), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2184 - 2134) + '\067' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(1233 - 1182) + chr(0b10011 + 0o41) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2246 - 2197) + chr(1996 - 1948) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1011101 + 0o22) + chr(0b111 + 0o53) + '\066' + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\064' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(1291 - 1242) + chr(0b110110) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2167 - 2056) + chr(0b101010 + 0o10) + '\066' + chr(1517 - 1467), 0o10), ehT0Px3KOsy9(chr(806 - 758) + '\157' + chr(1578 - 1528) + chr(0b110011) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(245 - 194) + '\x32' + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2109 - 2060) + chr(52) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(142 - 94) + chr(6813 - 6702) + '\x35' + chr(0b110111), 24422 - 24414), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\067' + chr(0b10111 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8035 - 7924) + chr(0b110001) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x36' + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110101) + chr(1858 - 1803), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x31' + '\060', 8), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + chr(0b110011) + '\067' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o45) + '\x37' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(5819 - 5708) + chr(51) + chr(0b1000 + 0o52) + chr(48), 58277 - 58269), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(7841 - 7730) + chr(1195 - 1145) + chr(49) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b110011) + chr(1528 - 1478), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x35' + '\x35', 33112 - 33104), ehT0Px3KOsy9('\x30' + chr(6933 - 6822) + chr(0b10111 + 0o33) + chr(291 - 236) + chr(0b1100 + 0o50), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110111) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1773 - 1725) + '\157' + chr(50) + chr(519 - 466) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(49) + chr(49) + '\061', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + '\x35' + '\060', 9908 - 9900)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(5030 - 4930) + chr(0b1100101) + '\143' + chr(3953 - 3842) + '\144' + chr(5457 - 5356))('\165' + chr(116) + '\x66' + chr(45) + chr(1863 - 1807)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def FjVlJUdvw3cj(kA2xB2avuF5G): W09mt8bPvW15 = [oqhJDdMJfuwx.path._oWXztVNnqHF(kA2xB2avuF5G, t3WbF0Ae42Pu) for t3WbF0Ae42Pu in oqhJDdMJfuwx.listdir(kA2xB2avuF5G) if t3WbF0Ae42Pu.startswith(xafqLlk3kkUe(SXOLrMavuUCe(b'\tg%v\xce\xd1x\r\xe6\xdao\xc6\xcd\x802\x13'), chr(0b1001111 + 0o25) + '\x65' + chr(99) + '\157' + chr(0b11001 + 0o113) + chr(0b1100101))(chr(117) + '\x74' + '\x66' + chr(0b101101) + '\070')) and t3WbF0Ae42Pu.endswith(xafqLlk3kkUe(SXOLrMavuUCe(b'Bu&|\xd2'), '\144' + chr(0b101100 + 0o71) + chr(0b1100011) + chr(0b1101111) + chr(0b101101 + 0o67) + chr(0b1000010 + 0o43))(chr(4791 - 4674) + '\164' + chr(0b1100110 + 0o0) + chr(0b101101) + chr(0b10101 + 0o43)))] return tsdjvlgh9gDP(W09mt8bPvW15)
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.checkpoint
def checkpoint(self): """Saves execution state to `self._metadata_checkpoint_dir`. Overwrites the current session checkpoint, which starts when self is instantiated. """ if not self._metadata_checkpoint_dir: return metadata_checkpoint_dir = self._metadata_checkpoint_dir if not os.path.exists(metadata_checkpoint_dir): os.makedirs(metadata_checkpoint_dir) runner_state = { "checkpoints": list( self.trial_executor.get_checkpoints().values()), "runner_data": self.__getstate__(), "timestamp": time.time() } tmp_file_name = os.path.join(metadata_checkpoint_dir, ".tmp_checkpoint") with open(tmp_file_name, "w") as f: json.dump(runner_state, f, indent=2, cls=_TuneFunctionEncoder) os.rename( tmp_file_name, os.path.join(metadata_checkpoint_dir, TrialRunner.CKPT_FILE_TMPL.format(self._session_str))) return metadata_checkpoint_dir
python
def checkpoint(self): """Saves execution state to `self._metadata_checkpoint_dir`. Overwrites the current session checkpoint, which starts when self is instantiated. """ if not self._metadata_checkpoint_dir: return metadata_checkpoint_dir = self._metadata_checkpoint_dir if not os.path.exists(metadata_checkpoint_dir): os.makedirs(metadata_checkpoint_dir) runner_state = { "checkpoints": list( self.trial_executor.get_checkpoints().values()), "runner_data": self.__getstate__(), "timestamp": time.time() } tmp_file_name = os.path.join(metadata_checkpoint_dir, ".tmp_checkpoint") with open(tmp_file_name, "w") as f: json.dump(runner_state, f, indent=2, cls=_TuneFunctionEncoder) os.rename( tmp_file_name, os.path.join(metadata_checkpoint_dir, TrialRunner.CKPT_FILE_TMPL.format(self._session_str))) return metadata_checkpoint_dir
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Saves execution state to `self._metadata_checkpoint_dir`. Overwrites the current session checkpoint, which starts when self is instantiated.
[ "Saves", "execution", "state", "to", "self", ".", "_metadata_checkpoint_dir", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L167-L193
train
Saves the execution state to self. _metadata_checkpoint_dir.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b100111 + 0o12) + chr(0b110101) + chr(1063 - 1011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + '\061' + chr(53) + chr(2450 - 2400), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + chr(0b1101 + 0o46) + '\066' + chr(917 - 869), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11759 - 11648) + '\x36' + chr(775 - 726), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\063' + chr(54), 0b1000), ehT0Px3KOsy9(chr(978 - 930) + '\x6f' + chr(0b110010) + chr(0b110100) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11110 + 0o25) + '\x31' + chr(2581 - 2527), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b0 + 0o62) + chr(1008 - 960), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(4367 - 4256) + '\061' + '\063' + chr(303 - 251), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1173 - 1124) + chr(2994 - 2939) + chr(153 - 102), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101111 + 0o3) + chr(0b11010 + 0o26) + chr(49), 64563 - 64555), ehT0Px3KOsy9('\060' + chr(111) + chr(632 - 581) + chr(0b110110) + chr(1766 - 1715), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\x33' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + '\067' + chr(0b100110 + 0o12), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b110001) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\061' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\x37' + chr(1249 - 1196), 0o10), ehT0Px3KOsy9(chr(1209 - 1161) + chr(0b1101111) + chr(0b101111 + 0o3) + '\x34' + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110101) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1610 - 1562) + chr(0b110001 + 0o76) + '\x31' + chr(50) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4111 - 4000) + chr(0b101 + 0o55) + '\x32' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1010001 + 0o36) + '\062' + chr(2251 - 2200) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100001 + 0o21) + chr(0b110110) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b100101 + 0o15) + chr(906 - 852), 23102 - 23094), ehT0Px3KOsy9(chr(0b110000) + chr(6811 - 6700) + chr(49) + chr(202 - 147) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110011) + chr(738 - 687), 0b1000), ehT0Px3KOsy9('\x30' + chr(9499 - 9388) + '\x33' + '\060' + chr(934 - 882), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11 + 0o56) + '\066' + chr(0b110110), 57166 - 57158), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b1111 + 0o42) + chr(939 - 890), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1010100 + 0o33) + '\x32' + chr(1694 - 1641) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + '\061' + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b11010 + 0o27) + chr(1448 - 1396) + chr(951 - 900), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + '\x32' + '\061' + '\x33', 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b111101 + 0o62) + '\061' + chr(1427 - 1377) + chr(2668 - 2613), 31471 - 31463), ehT0Px3KOsy9(chr(1190 - 1142) + '\157' + '\x31' + '\x32' + '\063', 30236 - 30228), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(0b10010 + 0o37) + chr(0b110100) + chr(49), 33936 - 33928), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b1010 + 0o55) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(51) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110000) + '\x35', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(0b1100100) + chr(0b100110 + 0o77) + '\143' + chr(111) + chr(0b1100100) + chr(0b101100 + 0o71))(chr(117) + '\164' + '\x66' + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def DNoMzyusA3wb(oVre8I6UXc3b): if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x07\x95E?\xc1\xaf\xa4=$\xe2\x9b\xbc[m\xbf\xe4T\xcb\xde\r\xf1\xf1\xc4'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(111) + '\x64' + chr(1378 - 1277))('\165' + chr(116) + chr(660 - 558) + chr(69 - 24) + chr(56))): return kikLuB5rcZKP = oVre8I6UXc3b._metadata_checkpoint_dir if not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\x12\x99B*\xd6'), '\x64' + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1111 + 0o126))(chr(0b1110101) + chr(0b1011101 + 0o27) + chr(102) + '\055' + chr(0b111000)))(kikLuB5rcZKP): xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\x0b\x9bT:\xcc\xbc\xa3'), chr(100) + chr(2229 - 2128) + chr(0b1100011) + '\x6f' + chr(100) + chr(1060 - 959))(chr(117) + chr(0b1110100) + chr(0b10101 + 0o121) + '\x2d' + '\070'))(kikLuB5rcZKP) Gx_J2CT9F_NK = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\x02\x95R5\xd5\xa1\xb92\x0f\xf2'), chr(100) + chr(0b11 + 0o142) + chr(0b110110 + 0o55) + '\157' + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000)): YyaZ4tpXu4lf(oVre8I6UXc3b.trial_executor.get_checkpoints().SPnCNu54H1db()), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\x1f\x9e_;\xd7\x91\xb4=\x0f\xe0'), '\x64' + '\145' + chr(99) + '\157' + chr(100) + chr(101))(chr(117) + '\x74' + '\146' + '\x2d' + chr(56)): oVre8I6UXc3b.__getstate__(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\x03\x9dT-\xd1\xaf\xbd,'), chr(0b1100100) + chr(0b1000011 + 0o42) + '\x63' + chr(111) + chr(4045 - 3945) + '\x65')(chr(0b1101 + 0o150) + chr(0b100 + 0o160) + chr(2586 - 2484) + '\x2d' + chr(0b11110 + 0o32)): ltvhPP4VhXre.time()} ujB9FduAhins = oqhJDdMJfuwx.path._oWXztVNnqHF(kikLuB5rcZKP, xafqLlk3kkUe(SXOLrMavuUCe(b'B\x1e\x9dA\x01\xc6\xa6\xb5?\x10\xf1\x9c\xb0Vr'), '\144' + '\x65' + chr(0b100110 + 0o75) + '\x6f' + chr(0b1100100) + chr(5202 - 5101))('\165' + '\x74' + chr(0b1000010 + 0o44) + chr(45) + chr(56))) with _fwkIVCGgtAN(ujB9FduAhins, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b'), chr(9022 - 8922) + '\145' + '\143' + '\157' + chr(0b1000011 + 0o41) + '\145')(chr(117) + '\164' + '\x66' + chr(0b1100 + 0o41) + '\x38')) as EGyt1xfPT1P6: xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x1f\x9dA'), '\144' + chr(0b1100101) + '\143' + chr(0b111010 + 0o65) + chr(3944 - 3844) + chr(0b100101 + 0o100))(chr(0b1110101) + chr(0b1110 + 0o146) + chr(5688 - 5586) + chr(287 - 242) + '\070'))(Gx_J2CT9F_NK, EGyt1xfPT1P6, indent=ehT0Px3KOsy9('\060' + '\157' + chr(1236 - 1186), 0b1000), cls=G3EyNM7bGDjr) xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\x0f\x9eP3\xc0'), chr(100) + chr(101) + '\143' + chr(7638 - 7527) + chr(0b111000 + 0o54) + '\x65')(chr(0b11001 + 0o134) + chr(116) + '\146' + '\x2d' + '\070'))(ujB9FduAhins, xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x05\xa7i$\xd1\x98\x9e2\n\xc9\xb5'), chr(0b1100100) + chr(4230 - 4129) + chr(99) + chr(4877 - 4766) + chr(3206 - 3106) + chr(0b1100101))('\x75' + chr(12506 - 12390) + chr(102) + '\055' + chr(0b11011 + 0o35)))(kikLuB5rcZKP, xafqLlk3kkUe(sB10QLf3fZFA.CKPT_FILE_TMPL, xafqLlk3kkUe(SXOLrMavuUCe(b':^\x82^\x16\xc4\x9d\xe3\x0c\x0b\xe4\x99'), '\x64' + '\145' + chr(1653 - 1554) + chr(111) + chr(100) + chr(9229 - 9128))('\x75' + chr(0b1110100) + chr(0b1010110 + 0o20) + chr(0b1110 + 0o37) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'3\x19\x95B-\xcc\xa1\xbe\x03\x08\xf5\x81'), chr(100) + chr(101) + '\x63' + chr(10607 - 10496) + chr(8225 - 8125) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(4797 - 4695) + chr(45) + '\070'))))) return kikLuB5rcZKP
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.restore
def restore(cls, metadata_checkpoint_dir, search_alg=None, scheduler=None, trial_executor=None): """Restores all checkpointed trials from previous run. Requires user to manually re-register their objects. Also stops all ongoing trials. Args: metadata_checkpoint_dir (str): Path to metadata checkpoints. search_alg (SearchAlgorithm): Search Algorithm. Defaults to BasicVariantGenerator. scheduler (TrialScheduler): Scheduler for executing the experiment. trial_executor (TrialExecutor): Manage the execution of trials. Returns: runner (TrialRunner): A TrialRunner to resume experiments from. """ newest_ckpt_path = _find_newest_ckpt(metadata_checkpoint_dir) with open(newest_ckpt_path, "r") as f: runner_state = json.load(f, cls=_TuneFunctionDecoder) logger.warning("".join([ "Attempting to resume experiment from {}. ".format( metadata_checkpoint_dir), "This feature is experimental, " "and may not work with all search algorithms. ", "This will ignore any new changes to the specification." ])) from ray.tune.suggest import BasicVariantGenerator runner = TrialRunner( search_alg or BasicVariantGenerator(), scheduler=scheduler, trial_executor=trial_executor) runner.__setstate__(runner_state["runner_data"]) trials = [] for trial_cp in runner_state["checkpoints"]: new_trial = Trial(trial_cp["trainable_name"]) new_trial.__setstate__(trial_cp) trials += [new_trial] for trial in sorted( trials, key=lambda t: t.last_update_time, reverse=True): runner.add_trial(trial) return runner
python
def restore(cls, metadata_checkpoint_dir, search_alg=None, scheduler=None, trial_executor=None): """Restores all checkpointed trials from previous run. Requires user to manually re-register their objects. Also stops all ongoing trials. Args: metadata_checkpoint_dir (str): Path to metadata checkpoints. search_alg (SearchAlgorithm): Search Algorithm. Defaults to BasicVariantGenerator. scheduler (TrialScheduler): Scheduler for executing the experiment. trial_executor (TrialExecutor): Manage the execution of trials. Returns: runner (TrialRunner): A TrialRunner to resume experiments from. """ newest_ckpt_path = _find_newest_ckpt(metadata_checkpoint_dir) with open(newest_ckpt_path, "r") as f: runner_state = json.load(f, cls=_TuneFunctionDecoder) logger.warning("".join([ "Attempting to resume experiment from {}. ".format( metadata_checkpoint_dir), "This feature is experimental, " "and may not work with all search algorithms. ", "This will ignore any new changes to the specification." ])) from ray.tune.suggest import BasicVariantGenerator runner = TrialRunner( search_alg or BasicVariantGenerator(), scheduler=scheduler, trial_executor=trial_executor) runner.__setstate__(runner_state["runner_data"]) trials = [] for trial_cp in runner_state["checkpoints"]: new_trial = Trial(trial_cp["trainable_name"]) new_trial.__setstate__(trial_cp) trials += [new_trial] for trial in sorted( trials, key=lambda t: t.last_update_time, reverse=True): runner.add_trial(trial) return runner
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Restores all checkpointed trials from previous run. Requires user to manually re-register their objects. Also stops all ongoing trials. Args: metadata_checkpoint_dir (str): Path to metadata checkpoints. search_alg (SearchAlgorithm): Search Algorithm. Defaults to BasicVariantGenerator. scheduler (TrialScheduler): Scheduler for executing the experiment. trial_executor (TrialExecutor): Manage the execution of trials. Returns: runner (TrialRunner): A TrialRunner to resume experiments from.
[ "Restores", "all", "checkpointed", "trials", "from", "previous", "run", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L196-L245
train
Restores all checkpointed trials from previous run.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(0b110010) + chr(1539 - 1491) + chr(245 - 195), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(1942 - 1831) + chr(1225 - 1176) + chr(393 - 343) + chr(0b110010), 48322 - 48314), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b101100 + 0o6) + chr(50) + '\065', 0o10), ehT0Px3KOsy9(chr(2117 - 2069) + chr(0b1101111) + '\x31' + chr(0b10001 + 0o44) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(1979 - 1930) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(0b110010) + chr(1892 - 1840) + chr(0b101111 + 0o4), 17325 - 17317), ehT0Px3KOsy9(chr(48) + chr(11728 - 11617) + '\x32' + chr(54), 50512 - 50504), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(51) + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(1013 - 902) + chr(51) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(74 - 24) + chr(649 - 598), 27687 - 27679), ehT0Px3KOsy9(chr(161 - 113) + chr(0b1101111) + chr(487 - 438) + chr(0b110110) + chr(349 - 301), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1597 - 1547) + chr(1743 - 1694) + '\x32', 18862 - 18854), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b101101 + 0o10), 42125 - 42117), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(571 - 521) + '\061' + chr(331 - 283), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110100 + 0o2) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x32' + chr(0b10100 + 0o36), 8), ehT0Px3KOsy9(chr(2013 - 1965) + chr(3376 - 3265) + chr(1502 - 1452) + chr(2376 - 2323) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\066' + chr(0b10110 + 0o34), 0o10), ehT0Px3KOsy9(chr(1943 - 1895) + chr(111) + '\061' + chr(0b110000) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101110 + 0o3) + chr(0b100000 + 0o27) + chr(0b101000 + 0o14), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110010) + chr(50), 8), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(1666 - 1613) + '\063', 52699 - 52691), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(50) + chr(0b100111 + 0o14), 19611 - 19603), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + '\063' + chr(52) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b110010) + '\x32' + '\x35', 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(0b110001) + '\x31' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101 + 0o55) + '\x30' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(200 - 152) + chr(111) + chr(49) + '\065', 8), ehT0Px3KOsy9(chr(354 - 306) + chr(0b10000 + 0o137) + chr(0b110001) + chr(0b10001 + 0o37) + chr(236 - 181), 5305 - 5297), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(920 - 869) + chr(2747 - 2694) + chr(0b101000 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\063' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(694 - 646) + '\x6f' + chr(0b10011 + 0o36) + chr(0b110101) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b111010 + 0o65) + '\062' + chr(2067 - 2012) + '\067', 17966 - 17958), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\x32' + '\067', 0o10), ehT0Px3KOsy9(chr(1988 - 1940) + chr(11932 - 11821) + chr(0b110011) + '\x33' + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101 + 0o54) + chr(1385 - 1333) + chr(49), 52780 - 52772), ehT0Px3KOsy9(chr(901 - 853) + chr(0b1001100 + 0o43) + chr(1562 - 1512) + chr(0b100111 + 0o20) + chr(0b101010 + 0o11), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(52) + chr(53), 45598 - 45590)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(86 - 38), 26166 - 26158)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xac'), '\x64' + '\145' + '\x63' + '\157' + chr(100) + chr(0b110000 + 0o65))(chr(5375 - 5258) + chr(11363 - 11247) + '\x66' + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Z4YDSWFz1Gfu(NSstowUUZlxS, kikLuB5rcZKP, fIbsZ3zBHaEj=None, FLNyWKRNUDUy=None, K1HK4TzxrUIX=None): Xm6OD4nq_52b = FjVlJUdvw3cj(kikLuB5rcZKP) with _fwkIVCGgtAN(Xm6OD4nq_52b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0'), '\144' + chr(0b1011100 + 0o11) + chr(0b1100011) + chr(5247 - 5136) + '\144' + chr(7405 - 7304))(chr(0b1010010 + 0o43) + chr(116) + chr(10396 - 10294) + chr(404 - 359) + '\x38')) as EGyt1xfPT1P6: Gx_J2CT9F_NK = fXk443epxtd5.mxtdQMeiwJZJ(EGyt1xfPT1P6, cls=sokdp7NHALFK) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf53\xe7\x03"\xcdq'), chr(0b110 + 0o136) + chr(0b1100101) + chr(0b1100011 + 0o0) + '\x6f' + '\x64' + chr(101))(chr(0b100100 + 0o121) + chr(116) + chr(0b1011010 + 0o14) + chr(0b101101) + chr(0b10100 + 0o44)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1001001 + 0o33) + chr(0b11110 + 0o107) + '\x63' + '\157' + chr(100) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + '\055' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd=\xc251\xd7@\xb8\xa4b8\xcc'), chr(100) + '\x65' + chr(99) + '\x6f' + '\x64' + chr(1449 - 1348))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(56)))([xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3&\xe1\x08&\xd3b\x9f\xa4tP\xfeb$\xfa\x94!\xdc\x1f#\\7\xd3\xe3\x85\xe7 \xech)\x99\xfa\nQ\xd0\xba\xfd\x1a\xc6K\xa2'), '\144' + '\145' + chr(99) + chr(0b1110 + 0o141) + chr(100) + chr(6477 - 6376))(chr(10554 - 10437) + chr(116) + chr(4715 - 4613) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4f\xe7\x02\x03\xc2E\xc5\x9ac\x15\xe0'), chr(8985 - 8885) + chr(9190 - 9089) + chr(7155 - 7056) + chr(0b1101111) + chr(0b1001000 + 0o34) + chr(4143 - 4042))(chr(0b1000001 + 0o64) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(0b101100 + 0o14)))(kikLuB5rcZKP), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6:\xfc\x1ek\xc5s\x97\xbef\x02\xef-m\xfb\xd17\xd1\x02#\x0e;\xc6\xf6\x8e\xe1(\xed!g\x8c\xb4\x08\x03\xd2\xb6\xa4A\xd5\n\xf6r\xe2\x029\xc86\x81\xa3g\x18\xaalh\xe4\xd1!\xcc\x134\x1f:\x8b\xf2\x8c\xf2&\xf3d3\x85\xb7\x1f\r\x9f'), '\144' + chr(0b10111 + 0o116) + '\x63' + '\x6f' + chr(0b1011011 + 0o11) + '\145')(chr(0b100010 + 0o123) + '\164' + chr(0b1001110 + 0o30) + chr(946 - 901) + chr(0b0 + 0o70)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6:\xfc\x1ek\xd4\x7f\x9a\xa63\x19\xedck\xfa\x94r\xc8\x1c?\\<\xce\xe4\xc0\xf6!\xe0c \x88\xa9LW\xd0\xf7\xa9\t\xdeE\xf1"\xf0\x0e"\xc5\x7f\x95\xabg\x19\xe5c*'), '\x64' + chr(0b1100101) + chr(8370 - 8271) + chr(0b1101111) + chr(0b1010110 + 0o16) + chr(0b11011 + 0o112))(chr(0b1110101) + '\x74' + chr(9413 - 9311) + '\055' + chr(1774 - 1718))])) (HNnLCDI1o9y1,) = (xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf03\xecC?\xd6x\x93\xe4`\x05\xedja\xfb\x85'), chr(100) + chr(0b1100101) + chr(0b1000001 + 0o42) + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(8663 - 8547) + chr(8096 - 7994) + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc03\xe6\x04(\xf5w\x84\xa3r\x1e\xfeJa\xe6\x94 \xc8\x06)\x0e'), chr(0b1001001 + 0o33) + chr(1960 - 1859) + chr(99) + chr(0b110101 + 0o72) + '\144' + chr(0b1010001 + 0o24))(chr(0b101101 + 0o110) + chr(0b1011011 + 0o31) + '\146' + '\055' + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b"\xf6'\xfb\x08"), chr(0b111110 + 0o46) + chr(0b1100101) + '\x63' + '\157' + chr(0b111010 + 0o52) + chr(101))(chr(1393 - 1276) + chr(0b111100 + 0o70) + '\x66' + chr(0b101101) + chr(398 - 342))), xafqLlk3kkUe(SXOLrMavuUCe(b"\xf1'\xf2\n.\xd0b"), chr(0b1100100) + chr(6443 - 6342) + '\x63' + chr(111) + chr(0b1100100) + chr(7950 - 7849))('\165' + chr(0b1001 + 0o153) + chr(102) + '\x2d' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc03\xe6\x04(\xf5w\x84\xa3r\x1e\xfeJa\xe6\x94 \xc8\x06)\x0e'), chr(0b11101 + 0o107) + chr(0b1100101) + '\143' + '\157' + '\x64' + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000))),) tFE9_yPvqrzD = sB10QLf3fZFA(fIbsZ3zBHaEj or HNnLCDI1o9y1(), scheduler=FLNyWKRNUDUy, trial_executor=K1HK4TzxrUIX) xafqLlk3kkUe(tFE9_yPvqrzD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\r\xe6\x08?\xd0b\x97\xbev/\xd5'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(5141 - 5041) + chr(0b1100 + 0o131))(chr(1575 - 1458) + chr(116) + '\x66' + '\x2d' + '\070'))(Gx_J2CT9F_NK[xafqLlk3kkUe(SXOLrMavuUCe(b"\xf0'\xfb\x03.\xd1I\x92\xabg\x11"), chr(0b1011110 + 0o6) + chr(101) + chr(0b1000010 + 0o41) + '\157' + chr(100) + chr(0b1100101))(chr(7558 - 7441) + chr(0b1110100) + chr(0b1100110) + chr(0b1100 + 0o41) + chr(0b110100 + 0o4))]) i1GKrIxxsZwp = [] for ZiIpeHaxjWgN in Gx_J2CT9F_NK[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1:\xf0\x0e \xd3y\x9f\xa4g\x03'), chr(4453 - 4353) + chr(0b1100101) + '\x63' + chr(0b1101100 + 0o3) + chr(7791 - 7691) + '\x65')('\165' + chr(0b1110100) + '\x66' + chr(45) + chr(0b100101 + 0o23))]: qxXc5HR4V11p = bKgNCjeVNupv(ZiIpeHaxjWgN[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6 \xf4\x04%\xc2t\x9a\xafL\x1e\xeb`a'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(3634 - 3534) + chr(101))('\x75' + chr(0b1101011 + 0o11) + '\146' + chr(45) + chr(0b1 + 0o67))]) xafqLlk3kkUe(qxXc5HR4V11p, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\r\xe6\x08?\xd0b\x97\xbev/\xd5'), chr(1378 - 1278) + chr(0b1100101) + chr(99) + '\157' + '\144' + '\x65')(chr(0b10001 + 0o144) + chr(116) + chr(0b1100110) + '\x2d' + chr(2720 - 2664)))(ZiIpeHaxjWgN) i1GKrIxxsZwp += [qxXc5HR4V11p] for Alvsa0ue91Fo in vUlqIvNSaRMa(i1GKrIxxsZwp, key=lambda YeT3l7JgTbWR: xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xee3\xe6\x19\x14\xd6f\x92\xabg\x15\xd5ym\xe5\x94'), chr(0b1100100) + chr(0b1001 + 0o134) + '\143' + chr(111) + '\x64' + '\x65')(chr(11455 - 11338) + chr(6869 - 6753) + chr(0b110100 + 0o62) + '\x2d' + chr(0b101111 + 0o11))), reverse=ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + '\x31', 0o10)): xafqLlk3kkUe(tFE9_yPvqrzD, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe36\xf12?\xd1\x7f\x97\xa6'), '\x64' + chr(7349 - 7248) + chr(0b111 + 0o134) + '\x6f' + '\x64' + chr(4685 - 4584))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b1 + 0o67)))(Alvsa0ue91Fo) return tFE9_yPvqrzD
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.is_finished
def is_finished(self): """Returns whether all trials have finished running.""" if self._total_time > self._global_time_limit: logger.warning("Exceeded global time limit {} / {}".format( self._total_time, self._global_time_limit)) return True trials_done = all(trial.is_finished() for trial in self._trials) return trials_done and self._search_alg.is_finished()
python
def is_finished(self): """Returns whether all trials have finished running.""" if self._total_time > self._global_time_limit: logger.warning("Exceeded global time limit {} / {}".format( self._total_time, self._global_time_limit)) return True trials_done = all(trial.is_finished() for trial in self._trials) return trials_done and self._search_alg.is_finished()
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Returns whether all trials have finished running.
[ "Returns", "whether", "all", "trials", "have", "finished", "running", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L247-L256
train
Returns whether all trials have finished running.
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1668) + chr(55) + chr(49), 0o10), ehT0Px3KOsy9(chr(1927 - 1879) + chr(6161 - 6050) + chr(0b110010) + chr(605 - 554) + chr(1429 - 1378), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(52) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\061' + '\x34' + chr(0b10101 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(1128 - 1080) + chr(111) + chr(1045 - 994) + chr(0b110101) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + chr(454 - 401), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1108 - 1059) + chr(50) + chr(2395 - 2346), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9579 - 9468) + chr(236 - 185) + '\060' + chr(0b10 + 0o62), 0o10), ehT0Px3KOsy9('\060' + chr(0b101110 + 0o101) + chr(659 - 610) + chr(444 - 395) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1059 - 1011) + chr(111) + chr(1580 - 1529) + chr(1970 - 1922) + chr(0b10101 + 0o40), 2871 - 2863), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1001100 + 0o43) + '\062' + '\x31' + '\x33', 33717 - 33709), ehT0Px3KOsy9(chr(398 - 350) + chr(0b1101111) + chr(0b110 + 0o54) + chr(0b110100) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\x33' + chr(0b110111) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(48) + chr(0b1110 + 0o51), 0o10), ehT0Px3KOsy9('\060' + chr(11716 - 11605) + chr(0b100000 + 0o21) + chr(2200 - 2147), ord("\x08")), ehT0Px3KOsy9(chr(534 - 486) + '\157' + '\063' + chr(0b10 + 0o63), 28819 - 28811), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b10011 + 0o36) + chr(0b10 + 0o63), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b110011) + chr(51), 15814 - 15806), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1629 - 1578) + chr(0b0 + 0o60) + '\063', 0b1000), ehT0Px3KOsy9(chr(116 - 68) + chr(111) + chr(0b101111 + 0o3) + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9(chr(1036 - 988) + '\157' + chr(49) + '\062' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110001) + chr(1967 - 1917) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(10000 - 9889) + chr(51) + chr(0b100000 + 0o23) + '\066', 21156 - 21148), ehT0Px3KOsy9(chr(570 - 522) + chr(0b1101111) + '\x31' + chr(52) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100001 + 0o25), 1880 - 1872), ehT0Px3KOsy9('\x30' + chr(111) + chr(2289 - 2239) + chr(0b110100) + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2914 - 2803) + chr(2436 - 2385) + '\x37' + chr(0b110111), 14811 - 14803), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1040 - 985) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + '\x32' + '\063' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11830 - 11719) + chr(0b110001 + 0o0) + chr(0b1000 + 0o56) + chr(0b11010 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\x32' + '\066' + chr(54), 8), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(0b101010 + 0o11) + '\063' + '\063', 8), ehT0Px3KOsy9(chr(48) + chr(1894 - 1783) + chr(1650 - 1599) + '\x37' + chr(0b101011 + 0o10), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2297 - 2186) + chr(0b110011) + chr(50) + chr(1909 - 1859), 0b1000), ehT0Px3KOsy9(chr(2215 - 2167) + '\157' + chr(0b110011) + chr(0b100011 + 0o21) + chr(537 - 486), 54647 - 54639), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(2419 - 2368) + chr(0b110111) + '\060', 10916 - 10908), ehT0Px3KOsy9(chr(48) + chr(9389 - 9278) + chr(0b110001) + '\x36', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(741 - 693) + chr(0b1101111) + chr(0b110101) + chr(0b11011 + 0o25), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(100) + '\145' + '\143' + chr(111) + chr(100) + chr(0b110100 + 0o61))(chr(0b1001000 + 0o55) + '\164' + chr(102) + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def j071Mq4amva2(oVre8I6UXc3b): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'&\xef\x0c\x15\x8aQ\x0e\xb0 \xa8\xee'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(116) + chr(0b111101 + 0o51) + chr(1393 - 1348) + chr(2264 - 2208))) > xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'&\xfc\x0f\x0e\x89\\=\x9b=\xac\xe6\xc3\xa5\xebdp\xe4b'), chr(100) + chr(101) + '\143' + '\x6f' + '\144' + chr(0b1100101))('\165' + '\164' + '\x66' + chr(45) + chr(56))): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\xfa\x11\x0f\x82S6'), '\x64' + '\145' + chr(0b1011110 + 0o5) + '\x6f' + chr(2197 - 2097) + chr(2358 - 2257))(chr(0b1011111 + 0o26) + '\x74' + chr(0b1100100 + 0o2) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'<\xe3\x00\x04\x8eY4\xa0i\xa2\xe7\xc9\x98\xe6a=\xf9\x7f\xb6\xa6\x968;Qc\xaaE}\xdb\xdf\x14\xbd\x0f\xcb'), chr(0b1100001 + 0o3) + chr(6499 - 6398) + '\143' + chr(0b1011100 + 0o23) + '\x64' + chr(3473 - 3372))(chr(13647 - 13530) + chr(0b1110100) + chr(1167 - 1065) + chr(0b11101 + 0o20) + chr(826 - 770)), xafqLlk3kkUe(SXOLrMavuUCe(b'/\xaf\x11\x0e\xa3\\\x02\xf7\x19\xb5\xee\xcc'), '\x64' + chr(0b110100 + 0o61) + chr(0b1100011) + chr(457 - 346) + chr(100) + '\145')('\165' + '\x74' + chr(0b1011001 + 0o15) + chr(0b11011 + 0o22) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'&\xef\x0c\x15\x8aQ\x0e\xb0 \xa8\xee'), chr(6598 - 6498) + chr(0b1000110 + 0o37) + chr(0b1010111 + 0o14) + chr(2725 - 2614) + chr(0b110101 + 0o57) + chr(101))('\165' + chr(6685 - 6569) + '\x66' + chr(0b1101 + 0o40) + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'&\xfc\x0f\x0e\x89\\=\x9b=\xac\xe6\xc3\xa5\xebdp\xe4b'), '\x64' + chr(0b1010111 + 0o16) + chr(0b10100 + 0o117) + '\157' + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b100111 + 0o77) + '\x2d' + '\x38')))) return ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(7921 - 7810) + chr(1947 - 1898), 0o10) AIytkFbFGLRU = Dl48nj1rbi23((Alvsa0ue91Fo.is_finished() for Alvsa0ue91Fo in oVre8I6UXc3b._trials)) return AIytkFbFGLRU and xafqLlk3kkUe(oVre8I6UXc3b._search_alg, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\xe8<\x07\x82S8\xb7!\xa0\xef'), '\x64' + chr(4639 - 4538) + chr(8779 - 8680) + '\157' + '\x64' + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(921 - 876) + chr(2403 - 2347)))()
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.step
def step(self): """Runs one step of the trial event loop. Callers should typically run this method repeatedly in a loop. They may inspect or modify the runner's state in between calls to step(). """ if self.is_finished(): raise TuneError("Called step when all trials finished?") with warn_if_slow("on_step_begin"): self.trial_executor.on_step_begin() next_trial = self._get_next_trial() # blocking if next_trial is not None: with warn_if_slow("start_trial"): self.trial_executor.start_trial(next_trial) elif self.trial_executor.get_running_trials(): self._process_events() # blocking else: for trial in self._trials: if trial.status == Trial.PENDING: if not self.has_resources(trial.resources): raise TuneError( ("Insufficient cluster resources to launch trial: " "trial requested {} but the cluster has only {}. " "Pass `queue_trials=True` in " "ray.tune.run() or on the command " "line to queue trials until the cluster scales " "up. {}").format( trial.resources.summary_string(), self.trial_executor.resource_string(), trial._get_trainable_cls().resource_help( trial.config))) elif trial.status == Trial.PAUSED: raise TuneError( "There are paused trials, but no more pending " "trials with sufficient resources.") try: with warn_if_slow("experiment_checkpoint"): self.checkpoint() except Exception: logger.exception("Trial Runner checkpointing failed.") self._iteration += 1 if self._server: with warn_if_slow("server"): self._process_requests() if self.is_finished(): self._server.shutdown() with warn_if_slow("on_step_end"): self.trial_executor.on_step_end()
python
def step(self): """Runs one step of the trial event loop. Callers should typically run this method repeatedly in a loop. They may inspect or modify the runner's state in between calls to step(). """ if self.is_finished(): raise TuneError("Called step when all trials finished?") with warn_if_slow("on_step_begin"): self.trial_executor.on_step_begin() next_trial = self._get_next_trial() # blocking if next_trial is not None: with warn_if_slow("start_trial"): self.trial_executor.start_trial(next_trial) elif self.trial_executor.get_running_trials(): self._process_events() # blocking else: for trial in self._trials: if trial.status == Trial.PENDING: if not self.has_resources(trial.resources): raise TuneError( ("Insufficient cluster resources to launch trial: " "trial requested {} but the cluster has only {}. " "Pass `queue_trials=True` in " "ray.tune.run() or on the command " "line to queue trials until the cluster scales " "up. {}").format( trial.resources.summary_string(), self.trial_executor.resource_string(), trial._get_trainable_cls().resource_help( trial.config))) elif trial.status == Trial.PAUSED: raise TuneError( "There are paused trials, but no more pending " "trials with sufficient resources.") try: with warn_if_slow("experiment_checkpoint"): self.checkpoint() except Exception: logger.exception("Trial Runner checkpointing failed.") self._iteration += 1 if self._server: with warn_if_slow("server"): self._process_requests() if self.is_finished(): self._server.shutdown() with warn_if_slow("on_step_end"): self.trial_executor.on_step_end()
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Runs one step of the trial event loop. Callers should typically run this method repeatedly in a loop. They may inspect or modify the runner's state in between calls to step().
[ "Runs", "one", "step", "of", "the", "trial", "event", "loop", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L258-L308
train
Runs one iteration of the trial event loop.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(640 - 591) + '\061' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11 + 0o154) + chr(50) + '\x31' + chr(0b10011 + 0o40), 16128 - 16120), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(51) + chr(0b110101) + '\062', 6797 - 6789), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101111 + 0o2) + '\x30' + chr(0b1001 + 0o50), 11972 - 11964), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(55) + chr(52), 16748 - 16740), ehT0Px3KOsy9(chr(48) + '\157' + chr(1474 - 1425) + chr(51) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + '\062' + chr(0b110101) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x30' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1214 - 1166) + chr(0b1001 + 0o146) + chr(0b110010) + chr(0b110011) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(48) + '\x33', 13473 - 13465), ehT0Px3KOsy9(chr(0b110000) + chr(1192 - 1081) + '\062' + '\x34' + chr(929 - 876), 49091 - 49083), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b11110 + 0o25) + '\063' + chr(0b110010), 43296 - 43288), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(50) + chr(0b110111) + '\x32', 44149 - 44141), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(182 - 129) + chr(1045 - 995), 0b1000), ehT0Px3KOsy9('\x30' + chr(9481 - 9370) + chr(390 - 340) + '\063' + chr(1988 - 1939), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1166 - 1116) + chr(1779 - 1729) + chr(0b110101), 38115 - 38107), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x35' + chr(914 - 862), 62912 - 62904), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(1663 - 1608) + chr(0b1011 + 0o50), 60735 - 60727), ehT0Px3KOsy9('\x30' + chr(5122 - 5011) + chr(51) + chr(0b110110) + chr(49), 48641 - 48633), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(608 - 556) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\x31' + chr(0b110100) + '\x30', 11222 - 11214), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10100 + 0o36) + '\x35' + chr(0b10101 + 0o41), 6944 - 6936), ehT0Px3KOsy9(chr(1979 - 1931) + chr(0b1110 + 0o141) + chr(408 - 357) + '\067' + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(230 - 179) + chr(48) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x34' + '\066', 49515 - 49507), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110100) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b110010) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b11111 + 0o24) + chr(2102 - 2049) + chr(0b10111 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(456 - 408) + chr(0b1000111 + 0o50) + '\x31' + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x30' + chr(635 - 585), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b100011 + 0o17) + '\061' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101001 + 0o12) + chr(49) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10172 - 10061) + '\063' + chr(0b110110 + 0o0), 48283 - 48275), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(2419 - 2368) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1524 - 1476) + '\x6f' + chr(49) + chr(0b110011) + chr(1552 - 1501), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10100 + 0o41) + chr(1076 - 1023), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(50) + chr(835 - 785), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(52) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(1298 - 1246), 59980 - 59972)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(1931 - 1883), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'c'), chr(100) + chr(0b110011 + 0o62) + chr(0b1111 + 0o124) + chr(0b1101111) + chr(0b1000000 + 0o44) + chr(101))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(2581 - 2525)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kDuFsAhEatcU(oVre8I6UXc3b): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"$\xf8\xb5'U1\xc2\xf6\xf2\xa6\xc1"), '\144' + '\x65' + chr(0b1001 + 0o132) + chr(0b1101011 + 0o4) + chr(100) + chr(101))('\165' + '\164' + chr(1570 - 1468) + '\x2d' + chr(0b111000)))(): raise HJKwRlaB772i(xafqLlk3kkUe(SXOLrMavuUCe(b"\x0e\xea\x86-Y;\x8b\xf6\xee\xa6\xd5'\xad\xd2O\xf7\xb5\xcd\x17\x9d\xc0\x14\xdc\x96\xa1\x8a\x14v\x88\x05\xec\xe3\xbdv>?\x12"), chr(9485 - 9385) + chr(0b1100101) + '\143' + '\157' + '\144' + '\145')('\x75' + '\164' + chr(102) + chr(0b101101) + '\x38')) with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'"\xe5\xb52H:\xdb\xda\xf8\xa6\xc2n\xb4'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101101 + 0o2) + '\144' + '\x65')(chr(1215 - 1098) + '\164' + '\146' + '\055' + chr(56))): xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'"\xe5\xb52H:\xdb\xda\xf8\xa6\xc2n\xb4'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + '\144' + '\145')(chr(7767 - 7650) + chr(11108 - 10992) + '\146' + chr(0b101101) + '\070'))() WaYCd1TdqJrO = oVre8I6UXc3b._get_next_trial() if WaYCd1TdqJrO is not None: with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'>\xff\x8b3H\x00\xdf\xf7\xf3\xa2\xc9'), chr(0b1100011 + 0o1) + chr(101) + chr(99) + chr(1334 - 1223) + '\x64' + chr(101))(chr(13484 - 13367) + chr(0b1100110 + 0o16) + '\x66' + chr(972 - 927) + '\x38')): xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'>\xff\x8b3H\x00\xdf\xf7\xf3\xa2\xc9'), chr(0b1100100) + chr(0b1100100 + 0o1) + '\x63' + chr(5367 - 5256) + chr(100) + '\x65')(chr(0b101100 + 0o111) + '\164' + '\x66' + chr(0b101101) + chr(0b111000)))(WaYCd1TdqJrO) elif xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'*\xee\x9e\x1eN*\xc5\xeb\xf3\xad\xc2X\xae\xc8C\xf8\xf9\xdf'), chr(0b1100100) + '\x65' + '\143' + chr(1476 - 1365) + '\144' + '\x65')(chr(5295 - 5178) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)))(): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xfb\x98._:\xd8\xf6\xc5\xa6\xd3b\xb4\xceY'), '\144' + '\x65' + '\143' + chr(342 - 231) + chr(9968 - 9868) + chr(101))(chr(0b1110101) + chr(116) + chr(2167 - 2065) + '\x2d' + chr(0b111000)))() else: for Alvsa0ue91Fo in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xff\x98(]3\xd8'), chr(1722 - 1622) + '\x65' + '\143' + '\x6f' + '\x64' + chr(3382 - 3281))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(1814 - 1769) + chr(2886 - 2830))): if xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b';\xc9\x99\x0ck\x17\x9f\xe2\xdb\x86\xc3~'), chr(9125 - 9025) + chr(0b11010 + 0o113) + '\143' + '\157' + '\144' + chr(101))(chr(8828 - 8711) + chr(0b1110100) + chr(0b1100000 + 0o6) + '\055' + chr(2034 - 1978))) == xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\xce\xa4\x05u\x11\xec'), chr(0b10110 + 0o116) + '\x65' + '\x63' + chr(0b10011 + 0o134) + '\144' + '\145')(chr(9377 - 9260) + chr(0b1110100) + '\146' + chr(0b100 + 0o51) + chr(0b100001 + 0o27))): if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\xea\x99\x1eN:\xd8\xea\xef\xb1\xc6b\xa9'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(7067 - 6967) + chr(0b1100101))('\x75' + chr(7196 - 7080) + chr(0b1010000 + 0o26) + chr(0b1100 + 0o41) + '\x38'))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'7\xbf\xb22\x05\x07\xc3\xc1\xf8\xa4\x957'), chr(3187 - 3087) + chr(101) + '\143' + chr(0b1101111) + chr(0b1000 + 0o134) + '\145')(chr(117) + chr(0b101000 + 0o114) + '\x66' + chr(0b101101) + chr(0b111000)))): raise HJKwRlaB772i(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\x04\xe5\x994Z9\xc2\xe6\xf3\xa6\xcbs\xfa\xd9F\xec\xe6\xd8\x1e\x83\xc0\x12\xcb\x8c\xaf\x93\x155\x8b\x1f\xa2\xfe\xa1>7:X\xbc\xc7dm\xff\x98(]3\x91\xa5\xee\xb1\xccf\xb6\x9aX\xfc\xe4\xd9\x1e\x82\x94\x05\xca\xdf\xbb\x9bG4\x9b\x18\xa2\xfe\xa6{{8A\xa7\xd7x(\xf9\xca)],\x8b\xea\xf4\xaf\xdc'\xa1\xc7\x04\xb9\xc5\xcd\x08\x82\xc0\x00\xdf\x8a\xa5\x93\x02\t\x9a\x1e\xeb\xeb\xa2mf\x0f_\xa7\xc1lm\xe2\x84aN>\xd2\xab\xee\xb6\xcbb\xf4\xc8_\xf7\xbd\x85[\x9e\x92@\xc1\x91\xe0\x92\x0f3\xce\x0f\xed\xe7\xa3\x7f5?\r\xbe\xcdb(\xab\x9e.\x1c.\xde\xe0\xef\xa6\x85s\xa8\xd3K\xf5\xe6\x8c\x0e\x9f\x94\t\xc2\xdf\xb4\x8e\x02v\x8d\x00\xf7\xf9\xba{){^\xb1\xc5`(\xf8\xca4Lq\x8b\xfe\xe7"), '\144' + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(0b1100101))('\165' + chr(3661 - 3545) + chr(8152 - 8050) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xbf\x98.t>\xf8\xb6\xca\xb3\xc0m'), chr(4734 - 4634) + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(13281 - 13164) + '\x74' + chr(0b100000 + 0o106) + '\055' + '\070'))(xafqLlk3kkUe(Alvsa0ue91Fo.resources, xafqLlk3kkUe(SXOLrMavuUCe(b'>\xfe\x87,]-\xd2\xda\xe9\xb7\xd7n\xb4\xdd'), chr(0b1000001 + 0o43) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\x64' + chr(101))('\165' + '\x74' + chr(7047 - 6945) + '\x2d' + '\070'))(), xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'?\xee\x99.I-\xc8\xe0\xc5\xb0\xd1u\xb3\xd4M'), '\144' + '\145' + chr(0b1100011 + 0o0) + chr(2996 - 2885) + chr(5312 - 5212) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + '\070'))(), xafqLlk3kkUe(Alvsa0ue91Fo._get_trainable_cls(), xafqLlk3kkUe(SXOLrMavuUCe(b'?\xee\x99.I-\xc8\xe0\xc5\xab\xc0k\xaa'), '\x64' + chr(101) + chr(99) + chr(111) + chr(977 - 877) + chr(4027 - 3926))(chr(0b1110101) + '\164' + '\146' + '\055' + chr(56)))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b"'\xca\x80vom\x9b\xc6\xee\xf3\x93h"), chr(0b111101 + 0o47) + chr(101) + chr(2909 - 2810) + '\x6f' + chr(100) + '\x65')(chr(0b1100 + 0o151) + chr(0b1010001 + 0o43) + chr(6146 - 6044) + chr(0b101101) + chr(56)))))) elif xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b';\xc9\x99\x0ck\x17\x9f\xe2\xdb\x86\xc3~'), '\x64' + '\x65' + chr(113 - 14) + '\x6f' + chr(100) + chr(0b101001 + 0o74))(chr(117) + chr(1743 - 1627) + chr(8752 - 8650) + '\x2d' + chr(56))) == xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\xca\xbf\x12y\x1b'), chr(836 - 736) + chr(101) + '\143' + '\x6f' + '\x64' + chr(5006 - 4905))(chr(117) + chr(0b1000011 + 0o61) + chr(0b1000 + 0o136) + chr(0b101101) + '\x38')): raise HJKwRlaB772i(xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xe3\x8f3Y\x7f\xca\xf7\xff\xe3\xd5f\xaf\xc9O\xfd\xb5\xd8\t\x98\x81\x0c\xdd\xd3\xe0\x84\x12"\xce\x02\xed\xaa\xa3q)>\r\xa2\xc1b)\xe2\x84&\x1c+\xd9\xec\xfb\xaf\xd6\'\xad\xd3^\xf1\xb5\xdf\x0e\x97\x86\t\xcd\x96\xa5\x88\x13v\x9c\t\xf1\xe5\xbbl8>^\xfc'), chr(100) + chr(0b1100101) + chr(7498 - 7399) + chr(7676 - 7565) + chr(100) + '\145')('\x75' + chr(3585 - 3469) + '\146' + chr(45) + chr(220 - 164))) try: with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'(\xf3\x9a$N6\xc6\xe0\xf4\xb7\xfad\xb2\xdfI\xf2\xe5\xc3\x12\x9f\x94'), chr(0b1100100) + chr(101) + chr(99) + chr(6580 - 6469) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(2009 - 1964) + '\070')): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'.\xe3\x8f"W/\xc4\xec\xf4\xb7'), '\x64' + chr(0b111 + 0o136) + '\x63' + chr(0b1101111) + chr(0b101101 + 0o67) + chr(0b1100101))('\x75' + chr(116) + chr(3073 - 2971) + chr(45) + chr(0b111000)))() except jLmadlzMdunT: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xf3\x89$L+\xc2\xea\xf4'), chr(0b100111 + 0o75) + chr(0b110100 + 0o61) + chr(6265 - 6166) + chr(0b1101111) + '\x64' + chr(101))(chr(6205 - 6088) + chr(116) + chr(102) + chr(0b11101 + 0o20) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xf9\x83 P\x7f\xf9\xf0\xf4\xad\xc0u\xfa\xd9B\xfc\xf6\xc7\x0b\x9e\x89\x0e\xda\x96\xae\x81G0\x8f\x05\xee\xef\xaa0'), chr(0b1100100) + chr(3187 - 3086) + chr(0b101100 + 0o67) + chr(0b1101111) + chr(934 - 834) + chr(101))(chr(117) + '\164' + '\146' + chr(850 - 805) + '\070')) oVre8I6UXc3b.mFhHnWN8bXQT += ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(9032 - 8921) + '\x31', 0o10) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xf8\x8f3J:\xd9'), chr(0b1100100) + '\x65' + chr(99) + chr(0b111001 + 0o66) + chr(0b10000 + 0o124) + chr(0b111 + 0o136))('\165' + chr(9772 - 9656) + chr(0b0 + 0o146) + chr(0b1101 + 0o40) + chr(1837 - 1781))): with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'>\xee\x987Y-'), chr(5138 - 5038) + chr(232 - 131) + '\143' + chr(111) + '\144' + chr(101))(chr(117) + '\164' + chr(102) + chr(45) + chr(0b110011 + 0o5))): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\xfb\x98._:\xd8\xf6\xc5\xb1\xc0v\xaf\xdfY\xed\xe6'), chr(6181 - 6081) + chr(101) + '\143' + chr(0b10011 + 0o134) + chr(0b1010001 + 0o23) + chr(101))('\x75' + chr(116) + chr(4225 - 4123) + chr(0b101101) + chr(0b111000)))() if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"$\xf8\xb5'U1\xc2\xf6\xf2\xa6\xc1"), '\144' + '\145' + chr(6170 - 6071) + chr(0b1101111) + '\x64' + '\145')('\x75' + chr(116) + chr(102) + chr(45) + chr(0b110100 + 0o4)))(): xafqLlk3kkUe(oVre8I6UXc3b._server, xafqLlk3kkUe(SXOLrMavuUCe(b'>\xe3\x9f5X0\xdc\xeb'), '\x64' + chr(101) + chr(0b1011 + 0o130) + chr(0b1101111) + chr(0b1010011 + 0o21) + '\x65')(chr(0b100010 + 0o123) + '\x74' + '\146' + '\x2d' + '\x38'))() with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'"\xe5\xb52H:\xdb\xda\xff\xad\xc1'), chr(0b1100100) + '\x65' + '\143' + '\157' + chr(100) + '\x65')(chr(0b10 + 0o163) + chr(116) + chr(6438 - 6336) + chr(45) + chr(56))): xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'"\xe5\xb52H:\xdb\xda\xff\xad\xc1'), chr(4550 - 4450) + chr(0b11000 + 0o115) + '\143' + '\157' + chr(1228 - 1128) + chr(0b1100101))(chr(0b1001101 + 0o50) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b101010 + 0o16)))()
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.add_trial
def add_trial(self, trial): """Adds a new trial to this TrialRunner. Trials may be added at any time. Args: trial (Trial): Trial to queue. """ trial.set_verbose(self._verbose) self._trials.append(trial) with warn_if_slow("scheduler.on_trial_add"): self._scheduler_alg.on_trial_add(self, trial) self.trial_executor.try_checkpoint_metadata(trial)
python
def add_trial(self, trial): """Adds a new trial to this TrialRunner. Trials may be added at any time. Args: trial (Trial): Trial to queue. """ trial.set_verbose(self._verbose) self._trials.append(trial) with warn_if_slow("scheduler.on_trial_add"): self._scheduler_alg.on_trial_add(self, trial) self.trial_executor.try_checkpoint_metadata(trial)
[ "def", "add_trial", "(", "self", ",", "trial", ")", ":", "trial", ".", "set_verbose", "(", "self", ".", "_verbose", ")", "self", ".", "_trials", ".", "append", "(", "trial", ")", "with", "warn_if_slow", "(", "\"scheduler.on_trial_add\"", ")", ":", "self", ".", "_scheduler_alg", ".", "on_trial_add", "(", "self", ",", "trial", ")", "self", ".", "trial_executor", ".", "try_checkpoint_metadata", "(", "trial", ")" ]
Adds a new trial to this TrialRunner. Trials may be added at any time. Args: trial (Trial): Trial to queue.
[ "Adds", "a", "new", "trial", "to", "this", "TrialRunner", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L322-L334
train
Adds a new trial to the scheduler.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2064 - 2016) + chr(6508 - 6397) + '\063' + chr(0b110010) + chr(54), 27746 - 27738), ehT0Px3KOsy9('\x30' + '\x6f' + '\066' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + chr(927 - 878) + chr(2063 - 2012) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(932 - 884) + chr(5437 - 5326) + '\x33' + chr(2009 - 1954) + chr(48), 0o10), ehT0Px3KOsy9(chr(1746 - 1698) + chr(111) + chr(0b1 + 0o61) + chr(0b10100 + 0o35) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\067' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1506 - 1458) + chr(1923 - 1812) + '\x34', 12229 - 12221), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + chr(0b110101) + '\060', 23127 - 23119), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\064', 0b1000), ehT0Px3KOsy9(chr(1624 - 1576) + chr(0b11001 + 0o126) + chr(0b110001) + chr(0b110000) + chr(0b100110 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(49) + chr(383 - 330) + chr(51), 64839 - 64831), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b100010 + 0o20), 51741 - 51733), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\x33' + chr(0b110110) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(242 - 194) + '\x6f' + chr(504 - 453) + chr(48) + chr(0b11000 + 0o35), 0b1000), ehT0Px3KOsy9(chr(920 - 872) + chr(111) + '\063' + chr(53) + chr(53 - 5), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(0b101100 + 0o6) + '\x36' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010 + 0o1) + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10 + 0o62), 8), ehT0Px3KOsy9('\060' + '\157' + chr(315 - 266) + chr(55) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x33' + chr(0b110011), 60481 - 60473), ehT0Px3KOsy9('\060' + chr(10546 - 10435) + chr(500 - 451), 32866 - 32858), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2035 - 1985) + '\x33' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x30' + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b101110 + 0o5) + '\067' + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6448 - 6337) + chr(51) + chr(0b10001 + 0o42) + chr(1389 - 1336), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x35' + chr(0b10111 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\062', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(2266 - 2217) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(204 - 151) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(1522 - 1473) + chr(0b10010 + 0o37) + chr(1559 - 1506), 12529 - 12521), ehT0Px3KOsy9(chr(0b110000) + chr(4536 - 4425) + chr(0b11010 + 0o35) + chr(0b110000 + 0o7), 0o10), ehT0Px3KOsy9(chr(1594 - 1546) + chr(0b1101111) + chr(0b110001) + chr(53) + chr(0b100100 + 0o20), 49020 - 49012), ehT0Px3KOsy9(chr(554 - 506) + '\157' + chr(1665 - 1614) + '\x34' + chr(0b11001 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11071 - 10960) + chr(51) + chr(0b100011 + 0o15) + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(947 - 895) + '\064', 56972 - 56964), ehT0Px3KOsy9(chr(1991 - 1943) + chr(0b1001 + 0o146) + chr(0b110011) + chr(321 - 270) + chr(991 - 939), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x34' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(1728 - 1679) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(9130 - 9019) + chr(2307 - 2258) + chr(0b110001 + 0o5), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + '\065' + chr(1454 - 1406), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b101111 + 0o100) + '\x64' + chr(6497 - 6396))(chr(0b111111 + 0o66) + '\164' + chr(102) + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ietvbGbcKPVf(oVre8I6UXc3b, Alvsa0ue91Fo): xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5U-\xa7\xfe\x98vJs7\x0e'), '\144' + chr(5595 - 5494) + chr(99) + '\157' + '\x64' + chr(0b100001 + 0o104))(chr(117) + chr(116) + '\146' + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\\\x13\xcc\xe0\xb8eNX\t*}'), '\x64' + chr(9135 - 9034) + chr(0b100101 + 0o76) + '\157' + chr(2551 - 2451) + chr(0b110011 + 0o62))(chr(0b1110101) + chr(0b100100 + 0o120) + chr(0b1100110) + '\055' + '\070'))) xafqLlk3kkUe(oVre8I6UXc3b._trials, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7@)\x9d\xe6\x99'), '\144' + chr(6302 - 6201) + chr(8257 - 8158) + chr(0b11100 + 0o123) + chr(543 - 443) + '\145')(chr(0b100011 + 0o122) + chr(116) + chr(0b1100110) + chr(0b1010 + 0o43) + '\x38'))(Alvsa0ue91Fo) with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5S1\x9d\xec\x88hMnj\x04|\x8e\x82\xb7\x81\xd7\xb5[\x19?e'), '\x64' + chr(101) + '\x63' + chr(1295 - 1184) + '\x64' + '\145')(chr(117) + chr(0b1101 + 0o147) + '\146' + chr(1207 - 1162) + chr(0b111000))): xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9^\x06\x8c\xfa\x94eDC%\x0fv'), chr(100) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(8791 - 8675) + chr(102) + chr(45) + '\070'))(oVre8I6UXc3b, Alvsa0ue91Fo) xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2B \xa7\xeb\x95aKw4\x04{\xbf\x82\x9a\x85\xd3\xade\x1c:u\xff'), '\144' + '\x65' + '\x63' + chr(5577 - 5466) + chr(100) + '\x65')(chr(0b11100 + 0o131) + chr(0b1100111 + 0o15) + '\146' + chr(659 - 614) + chr(0b111000)))(Alvsa0ue91Fo)
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.debug_string
def debug_string(self, max_debug=MAX_DEBUG_TRIALS): """Returns a human readable message for printing to the console.""" messages = self._debug_messages() states = collections.defaultdict(set) limit_per_state = collections.Counter() for t in self._trials: states[t.status].add(t) # Show at most max_debug total, but divide the limit fairly while max_debug > 0: start_num = max_debug for s in states: if limit_per_state[s] >= len(states[s]): continue max_debug -= 1 limit_per_state[s] += 1 if max_debug == start_num: break for local_dir in sorted({t.local_dir for t in self._trials}): messages.append("Result logdir: {}".format(local_dir)) num_trials_per_state = { state: len(trials) for state, trials in states.items() } total_number_of_trials = sum(num_trials_per_state.values()) if total_number_of_trials > 0: messages.append("Number of trials: {} ({})" "".format(total_number_of_trials, num_trials_per_state)) for state, trials in sorted(states.items()): limit = limit_per_state[state] messages.append("{} trials:".format(state)) sorted_trials = sorted( trials, key=lambda t: _naturalize(t.experiment_tag)) if len(trials) > limit: tail_length = limit // 2 first = sorted_trials[:tail_length] for t in first: messages.append(" - {}:\t{}".format( t, t.progress_string())) messages.append( " ... {} not shown".format(len(trials) - tail_length * 2)) last = sorted_trials[-tail_length:] for t in last: messages.append(" - {}:\t{}".format( t, t.progress_string())) else: for t in sorted_trials: messages.append(" - {}:\t{}".format( t, t.progress_string())) return "\n".join(messages) + "\n"
python
def debug_string(self, max_debug=MAX_DEBUG_TRIALS): """Returns a human readable message for printing to the console.""" messages = self._debug_messages() states = collections.defaultdict(set) limit_per_state = collections.Counter() for t in self._trials: states[t.status].add(t) # Show at most max_debug total, but divide the limit fairly while max_debug > 0: start_num = max_debug for s in states: if limit_per_state[s] >= len(states[s]): continue max_debug -= 1 limit_per_state[s] += 1 if max_debug == start_num: break for local_dir in sorted({t.local_dir for t in self._trials}): messages.append("Result logdir: {}".format(local_dir)) num_trials_per_state = { state: len(trials) for state, trials in states.items() } total_number_of_trials = sum(num_trials_per_state.values()) if total_number_of_trials > 0: messages.append("Number of trials: {} ({})" "".format(total_number_of_trials, num_trials_per_state)) for state, trials in sorted(states.items()): limit = limit_per_state[state] messages.append("{} trials:".format(state)) sorted_trials = sorted( trials, key=lambda t: _naturalize(t.experiment_tag)) if len(trials) > limit: tail_length = limit // 2 first = sorted_trials[:tail_length] for t in first: messages.append(" - {}:\t{}".format( t, t.progress_string())) messages.append( " ... {} not shown".format(len(trials) - tail_length * 2)) last = sorted_trials[-tail_length:] for t in last: messages.append(" - {}:\t{}".format( t, t.progress_string())) else: for t in sorted_trials: messages.append(" - {}:\t{}".format( t, t.progress_string())) return "\n".join(messages) + "\n"
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Returns a human readable message for printing to the console.
[ "Returns", "a", "human", "readable", "message", "for", "printing", "to", "the", "console", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L336-L390
train
Returns a human readable string for printing to the console.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(1544 - 1493) + chr(55) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\061' + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10723 - 10612) + '\x33' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110111) + chr(0b1100 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + '\062' + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(982 - 930) + chr(0b100010 + 0o25), 27258 - 27250), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1001111 + 0o40) + chr(50) + chr(0b11110 + 0o23) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(51) + chr(54) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b1110 + 0o47) + chr(0b10010 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + '\x32' + chr(0b11101 + 0o30) + chr(2859 - 2805), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o16) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(0b110001) + chr(0b1110 + 0o47) + chr(0b1010 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(995 - 944) + chr(0b100101 + 0o14) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(4456 - 4345) + chr(49) + chr(1071 - 1019) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + '\066' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1001 + 0o146) + '\x31' + '\064' + '\x37', 53186 - 53178), ehT0Px3KOsy9(chr(1062 - 1014) + chr(10089 - 9978) + chr(1307 - 1258) + chr(0b110000) + chr(1274 - 1225), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + '\x32' + chr(887 - 837) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2279 - 2168) + chr(0b10110 + 0o36) + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o34) + '\064' + chr(54), 53852 - 53844), ehT0Px3KOsy9(chr(707 - 659) + chr(0b1101111) + chr(1068 - 1019) + chr(55) + chr(0b10000 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(53) + '\x35', 10838 - 10830), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + '\x32' + '\x30' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(2334 - 2282) + chr(48), 8), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b110010) + chr(707 - 656) + chr(1482 - 1433), 4629 - 4621), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1110 + 0o43) + '\x35' + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(11805 - 11694) + '\063' + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8828 - 8717) + chr(0b110011) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\063', 0o10), ehT0Px3KOsy9(chr(171 - 123) + '\x6f' + chr(0b101101 + 0o5) + chr(0b110100) + chr(1340 - 1287), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\064' + '\x36', 8), ehT0Px3KOsy9(chr(456 - 408) + chr(0b110111 + 0o70) + '\x33' + chr(0b110000) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11444 - 11333) + chr(49) + '\062' + chr(0b11101 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + '\x31' + '\067' + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + chr(0b110010) + chr(0b1110 + 0o43) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(1974 - 1863) + '\x32' + '\062' + chr(69 - 20), ord("\x08")), ehT0Px3KOsy9(chr(2067 - 2019) + chr(7033 - 6922) + '\062' + '\x33' + chr(0b100100 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + '\x37' + chr(74 - 21), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100111 + 0o17) + chr(0b101011 + 0o7), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(8017 - 7906) + chr(0b1001 + 0o54) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0'), chr(0b110100 + 0o60) + chr(101) + chr(0b111100 + 0o47) + chr(0b1011100 + 0o23) + chr(0b1100100) + chr(0b11101 + 0o110))(chr(0b1110101) + chr(0b100011 + 0o121) + chr(624 - 522) + chr(0b100110 + 0o7) + chr(1157 - 1101)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Od63c1BZNalH(oVre8I6UXc3b, VVT7HoBqb1kG=mxZUVCljrKzU): iEd9PPBMaWl8 = oVre8I6UXc3b._debug_messages() jI0E6zso5mLP = FGhnnwoh1Dd8.defaultdict(MVEN8G6CxlvR) SQVbIEfhufPk = FGhnnwoh1Dd8.Counter() for YeT3l7JgTbWR in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1/hP\xde\xcb\xf9'), '\144' + chr(0b111001 + 0o54) + chr(0b1100011) + chr(111) + chr(3861 - 3761) + chr(0b111111 + 0o46))(chr(117) + chr(0b1110100) + chr(102) + chr(0b101101) + '\070')): xafqLlk3kkUe(jI0E6zso5mLP[YeT3l7JgTbWR.status], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\x11*H\x86\xc4\xcd\xc76\xe1ZX'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(2794 - 2693))('\x75' + '\164' + chr(102) + chr(45) + '\070'))(YeT3l7JgTbWR) while VVT7HoBqb1kG > ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1111 + 0o41), 0o10): hkg7i_yhrIrM = VVT7HoBqb1kG for vGrByMSYMp9h in jI0E6zso5mLP: if SQVbIEfhufPk[vGrByMSYMp9h] >= c2A0yzQpDQB3(jI0E6zso5mLP[vGrByMSYMp9h]): continue VVT7HoBqb1kG -= ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b11100 + 0o123) + '\061', 8) SQVbIEfhufPk[vGrByMSYMp9h] += ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8) if VVT7HoBqb1kG == hkg7i_yhrIrM: break for PST98qIdTvdq in vUlqIvNSaRMa({xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x924yX\xd3\xf8\xee\x9b\x1e'), '\x64' + chr(7982 - 7881) + chr(99) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b110111 + 0o76) + '\164' + '\146' + chr(45) + '\x38')) for YeT3l7JgTbWR in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1/hP\xde\xcb\xf9'), chr(0b1011111 + 0o5) + '\145' + chr(99) + '\157' + chr(5812 - 5712) + chr(0b1011 + 0o132))('\165' + '\164' + chr(4713 - 4611) + '\055' + chr(2448 - 2392)))}): xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), chr(0b1100100) + chr(0b1100101) + chr(1243 - 1144) + chr(0b1101111) + chr(100) + chr(8545 - 8444))('\165' + chr(4989 - 4873) + chr(0b1100110) + '\055' + chr(0b1011 + 0o55)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xac>iL\xd3\xd3\xaa\x9e\x03\xc9l\x02\xbcZ\x17\x1c<'), chr(0b1100100) + '\145' + '\143' + chr(5220 - 5109) + chr(0b1100100) + '\x65')(chr(1476 - 1359) + '\x74' + chr(3038 - 2936) + chr(1022 - 977) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), '\144' + chr(0b1010001 + 0o24) + chr(99) + chr(0b11000 + 0o127) + '\144' + chr(8917 - 8816))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + chr(0b111000)))(PST98qIdTvdq)) Cohagt7yL6Vo = {KKFQISrGeiAm: c2A0yzQpDQB3(i1GKrIxxsZwp) for (KKFQISrGeiAm, i1GKrIxxsZwp) in jI0E6zso5mLP.NzveIZ3IlSH9()} MNTrk_1h1mQt = xkxBmo49x2An(Cohagt7yL6Vo.SPnCNu54H1db()) if MNTrk_1h1mQt > ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(48), 8): xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), chr(100) + chr(0b1100101) + chr(0b1010001 + 0o22) + chr(111) + chr(1368 - 1268) + chr(8063 - 7962))(chr(11527 - 11410) + chr(116) + '\146' + '\055' + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0.w[\xda\xd5\xaa\x9d\n\x8e|\x19\xa7\x01[\x14{\xb3[\xdbZE\xfd]\xb0'), chr(2444 - 2344) + '\145' + chr(0b1010 + 0o131) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + '\x74' + '\146' + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), chr(0b10001 + 0o123) + '\x65' + chr(0b10 + 0o141) + '\157' + '\x64' + chr(101))(chr(0b1000110 + 0o57) + chr(0b1110100) + chr(0b111100 + 0o52) + '\x2d' + chr(468 - 412)))(MNTrk_1h1mQt, Cohagt7yL6Vo)) for (KKFQISrGeiAm, i1GKrIxxsZwp) in vUlqIvNSaRMa(xafqLlk3kkUe(jI0E6zso5mLP, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0!l\\\xf6\xfd\xb9\xbb\x00\xfd@R'), '\x64' + '\x65' + chr(577 - 478) + chr(111) + '\x64' + chr(7237 - 7136))(chr(117) + '\164' + '\x66' + chr(45) + chr(0b10001 + 0o47)))()): j8BaqiKmcR6w = SQVbIEfhufPk[KKFQISrGeiAm] xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), chr(4958 - 4858) + chr(101) + chr(0b1100011) + '\157' + '\144' + chr(0b1010110 + 0o17))(chr(11698 - 11581) + chr(0b101110 + 0o106) + chr(2617 - 2515) + chr(2014 - 1969) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x85&:M\xcd\xce\xeb\x9e\x1f\x94'), '\144' + chr(0b11101 + 0o110) + chr(0b1100011) + chr(111) + chr(100) + '\145')(chr(0b1100100 + 0o21) + chr(116) + '\x66' + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), '\x64' + chr(0b11110 + 0o107) + '\x63' + '\157' + chr(0b1101 + 0o127) + chr(101))(chr(0b1110101) + chr(5659 - 5543) + chr(0b1100110) + chr(45) + '\070'))(KKFQISrGeiAm)) O6Dpi5wCMzJi = vUlqIvNSaRMa(i1GKrIxxsZwp, key=lambda YeT3l7JgTbWR: IJdlCKxzuT6i(YeT3l7JgTbWR.yXhJ85CUhxzl)) if c2A0yzQpDQB3(i1GKrIxxsZwp) > j8BaqiKmcR6w: _6ooBOzS9_Yl = j8BaqiKmcR6w // ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2208 - 2158), 42902 - 42894) It1LJs8swHZQ = O6Dpi5wCMzJi[:_6ooBOzS9_Yl] for YeT3l7JgTbWR in It1LJs8swHZQ: xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), '\x64' + chr(0b1100101) + chr(8058 - 7959) + '\157' + chr(1755 - 1655) + chr(101))(chr(117) + chr(335 - 219) + chr(0b1100100 + 0o2) + '\055' + chr(0b1110 + 0o52)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdev:B\xc2\x9d\x83\x89\x11'), chr(753 - 653) + chr(0b1100101) + chr(0b1100011) + chr(5847 - 5736) + chr(8004 - 7904) + chr(101))(chr(0b1110101) + chr(8280 - 8164) + chr(0b1100110) + '\055' + chr(1230 - 1174)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), chr(0b1100000 + 0o4) + chr(0b1100101) + chr(0b1100011) + chr(6768 - 6657) + chr(6873 - 6773) + chr(2975 - 2874))('\165' + chr(116) + '\x66' + chr(0b10010 + 0o33) + chr(56)))(YeT3l7JgTbWR, xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e)u^\xcd\xc2\xf9\x813\xdd|\x19\xa7\x0eP'), chr(100) + chr(4795 - 4694) + chr(0b1010011 + 0o20) + '\157' + chr(0b110101 + 0o57) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + '\070'))())) xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), '\144' + chr(101) + '\x63' + '\x6f' + chr(634 - 534) + chr(0b1010010 + 0o23))(chr(9165 - 9048) + chr(116) + chr(0b1100 + 0o132) + '\055' + chr(0b111000)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xde{4\x17\x91\x87\xf1\x8fL\xc0g\x1f\xee\x13_\x086\xfd'), chr(100) + '\145' + chr(99) + chr(111) + '\x64' + '\145')(chr(117) + '\x74' + chr(0b1110 + 0o130) + chr(45) + chr(0b1001 + 0o57)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), chr(0b1100100) + chr(101) + chr(99) + chr(0b1101111) + '\144' + '\145')('\165' + '\x74' + chr(0b1100110) + chr(1286 - 1241) + chr(0b111000)))(c2A0yzQpDQB3(i1GKrIxxsZwp) - _6ooBOzS9_Yl * ehT0Px3KOsy9('\060' + chr(111) + '\062', 8))) Z6Ub1MQPX1kA = O6Dpi5wCMzJi[-_6ooBOzS9_Yl:] for YeT3l7JgTbWR in Z6Ub1MQPX1kA: xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), '\144' + chr(0b1011111 + 0o6) + '\143' + chr(0b10101 + 0o132) + '\144' + chr(0b1010010 + 0o23))(chr(117) + chr(12204 - 12088) + '\146' + '\055' + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdev:B\xc2\x9d\x83\x89\x11'), chr(5371 - 5271) + chr(8218 - 8117) + '\143' + chr(111) + chr(1923 - 1823) + chr(0b1100101))('\165' + chr(116) + chr(102) + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), '\x64' + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100010 + 0o2) + chr(6156 - 6055))(chr(117) + chr(116) + chr(6963 - 6861) + chr(0b101101) + chr(0b111000)))(YeT3l7JgTbWR, xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e)u^\xcd\xc2\xf9\x813\xdd|\x19\xa7\x0eP'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b100111 + 0o116) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b111000)))())) else: for YeT3l7JgTbWR in O6Dpi5wCMzJi: xafqLlk3kkUe(iEd9PPBMaWl8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f+j\\\xd1\xc3'), chr(8868 - 8768) + '\x65' + chr(4633 - 4534) + '\157' + '\x64' + '\145')(chr(0b101100 + 0o111) + chr(116) + chr(7111 - 7009) + '\055' + chr(2838 - 2782)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdev:B\xc2\x9d\x83\x89\x11'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1001010 + 0o45) + chr(3371 - 3271) + chr(6973 - 6872))(chr(117) + chr(2744 - 2628) + chr(102) + chr(1165 - 1120) + chr(0b110010 + 0o6)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8ohV\xf7\xc6\xd9\xc1<\xdem\x01'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(6750 - 6650) + '\x65')('\x75' + chr(116) + chr(102) + '\x2d' + chr(56)))(YeT3l7JgTbWR, xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e)u^\xcd\xc2\xf9\x813\xdd|\x19\xa7\x0eP'), chr(4659 - 4559) + '\x65' + '\143' + chr(111) + chr(0b1 + 0o143) + chr(101))(chr(0b101111 + 0o106) + chr(3611 - 3495) + chr(0b1100110) + chr(45) + '\070'))())) return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4'), '\x64' + chr(101) + chr(8746 - 8647) + chr(3882 - 3771) + chr(8839 - 8739) + '\x65')('\165' + chr(116) + chr(0b100101 + 0o101) + chr(0b1100 + 0o41) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa14Ma\xc5\xd3\xdc\xbc\x02\xdf@-'), chr(0b1100100) + chr(7093 - 6992) + chr(9223 - 9124) + chr(0b1001101 + 0o42) + '\x64' + chr(101))('\x75' + chr(3670 - 3554) + chr(0b111101 + 0o51) + chr(0b10100 + 0o31) + '\070'))(iEd9PPBMaWl8) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1001110 + 0o41) + '\144' + chr(0b1100000 + 0o5))('\165' + chr(2157 - 2041) + '\146' + '\x2d' + chr(1913 - 1857))
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner._get_next_trial
def _get_next_trial(self): """Replenishes queue. Blocks if all trials queued have finished, but search algorithm is still not finished. """ trials_done = all(trial.is_finished() for trial in self._trials) wait_for_trial = trials_done and not self._search_alg.is_finished() self._update_trial_queue(blocking=wait_for_trial) with warn_if_slow("choose_trial_to_run"): trial = self._scheduler_alg.choose_trial_to_run(self) return trial
python
def _get_next_trial(self): """Replenishes queue. Blocks if all trials queued have finished, but search algorithm is still not finished. """ trials_done = all(trial.is_finished() for trial in self._trials) wait_for_trial = trials_done and not self._search_alg.is_finished() self._update_trial_queue(blocking=wait_for_trial) with warn_if_slow("choose_trial_to_run"): trial = self._scheduler_alg.choose_trial_to_run(self) return trial
[ "def", "_get_next_trial", "(", "self", ")", ":", "trials_done", "=", "all", "(", "trial", ".", "is_finished", "(", ")", "for", "trial", "in", "self", ".", "_trials", ")", "wait_for_trial", "=", "trials_done", "and", "not", "self", ".", "_search_alg", ".", "is_finished", "(", ")", "self", ".", "_update_trial_queue", "(", "blocking", "=", "wait_for_trial", ")", "with", "warn_if_slow", "(", "\"choose_trial_to_run\"", ")", ":", "trial", "=", "self", ".", "_scheduler_alg", ".", "choose_trial_to_run", "(", "self", ")", "return", "trial" ]
Replenishes queue. Blocks if all trials queued have finished, but search algorithm is still not finished.
[ "Replenishes", "queue", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L423-L434
train
Blocks if all trials queued have finished and search algorithm is still not finished.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b1110 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + '\x33' + '\x33' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(247 - 192) + chr(324 - 271), 6501 - 6493), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o50) + '\x33' + chr(2281 - 2233), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(53) + '\060', 40524 - 40516), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(1987 - 1939) + chr(7798 - 7687) + '\063' + chr(1042 - 987) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10000 + 0o43) + chr(52) + chr(0b11011 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(362 - 251) + chr(49) + chr(0b101001 + 0o7) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(1739 - 1689) + chr(2035 - 1984) + chr(0b10111 + 0o37), 59647 - 59639), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(52) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + '\062' + chr(0b100100 + 0o15) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110110) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110111) + '\061', 15558 - 15550), ehT0Px3KOsy9(chr(397 - 349) + '\157' + chr(52) + chr(0b110100), 13104 - 13096), ehT0Px3KOsy9(chr(2186 - 2138) + chr(0b1101111) + '\x31' + chr(0b110001), 8), ehT0Px3KOsy9(chr(423 - 375) + chr(0b11010 + 0o125) + chr(0b11011 + 0o26) + chr(0b100100 + 0o23) + chr(52), 20666 - 20658), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110010) + chr(0b11110 + 0o25), 0b1000), ehT0Px3KOsy9(chr(1755 - 1707) + '\x6f' + chr(51) + '\x35' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x36' + chr(0b101001 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x37' + chr(0b10101 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110 + 0o54) + '\x30' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1841 - 1793) + '\157' + chr(0b1001 + 0o52) + chr(0b10111 + 0o34) + '\060', 8), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(1963 - 1913) + '\x34' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(0b110100) + '\064', 8), ehT0Px3KOsy9(chr(619 - 571) + chr(10927 - 10816) + chr(0b110001) + '\066' + '\x30', 0b1000), ehT0Px3KOsy9(chr(2304 - 2256) + '\x6f' + '\061' + '\x30' + '\x34', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(54) + chr(0b10010 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(361 - 311) + '\x32' + chr(512 - 463), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1560 - 1509) + chr(0b11010 + 0o26) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(755 - 706) + chr(0b11 + 0o56) + '\061', 16203 - 16195), ehT0Px3KOsy9(chr(1307 - 1259) + '\157' + '\062' + chr(0b11000 + 0o35) + '\067', 49036 - 49028), ehT0Px3KOsy9(chr(0b110000) + chr(5742 - 5631) + chr(0b11001 + 0o31) + chr(52) + chr(1482 - 1429), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(0b110010) + chr(51) + '\066', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\x33' + '\066' + chr(2406 - 2356), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1111 + 0o43) + chr(49) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + '\067', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1921 - 1873) + '\x6f' + chr(417 - 364) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), '\x64' + chr(4985 - 4884) + chr(0b10010 + 0o121) + chr(0b1101111) + chr(7447 - 7347) + chr(0b1010111 + 0o16))('\x75' + '\x74' + chr(0b1000111 + 0o37) + '\055' + chr(737 - 681)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def gi5JPrStuUao(oVre8I6UXc3b): AIytkFbFGLRU = Dl48nj1rbi23((Alvsa0ue91Fo.is_finished() for Alvsa0ue91Fo in oVre8I6UXc3b._trials)) SVX2CtDWLIFs = AIytkFbFGLRU and (not oVre8I6UXc3b._search_alg.is_finished()) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'V`\xa8Y\xb9\x1cg\xa7\x926\xf7D\xe4\xaa\x88Ql\t\xb6'), chr(6026 - 5926) + chr(101) + '\143' + chr(10425 - 10314) + chr(100) + chr(0b100101 + 0o100))('\165' + chr(6280 - 6164) + chr(0b1100110) + chr(45) + chr(3124 - 3068)))(blocking=SVX2CtDWLIFs) with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b'j}\xb7R\xab\r]\x8c\x94-\xffI\xd7\x81\x96{{\t\xbd'), chr(5609 - 5509) + chr(0b10101 + 0o120) + '\143' + chr(0b101010 + 0o105) + chr(0b1010101 + 0o17) + chr(101))(chr(0b1110101) + chr(116) + chr(102) + chr(1589 - 1544) + chr(1907 - 1851))): Alvsa0ue91Fo = oVre8I6UXc3b._scheduler_alg.choose_trial_to_run(oVre8I6UXc3b) return Alvsa0ue91Fo
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner._checkpoint_trial_if_needed
def _checkpoint_trial_if_needed(self, trial): """Checkpoints trial based off trial.last_result.""" if trial.should_checkpoint(): # Save trial runtime if possible if hasattr(trial, "runner") and trial.runner: self.trial_executor.save(trial, storage=Checkpoint.DISK) self.trial_executor.try_checkpoint_metadata(trial)
python
def _checkpoint_trial_if_needed(self, trial): """Checkpoints trial based off trial.last_result.""" if trial.should_checkpoint(): # Save trial runtime if possible if hasattr(trial, "runner") and trial.runner: self.trial_executor.save(trial, storage=Checkpoint.DISK) self.trial_executor.try_checkpoint_metadata(trial)
[ "def", "_checkpoint_trial_if_needed", "(", "self", ",", "trial", ")", ":", "if", "trial", ".", "should_checkpoint", "(", ")", ":", "# Save trial runtime if possible", "if", "hasattr", "(", "trial", ",", "\"runner\"", ")", "and", "trial", ".", "runner", ":", "self", ".", "trial_executor", ".", "save", "(", "trial", ",", "storage", "=", "Checkpoint", ".", "DISK", ")", "self", ".", "trial_executor", ".", "try_checkpoint_metadata", "(", "trial", ")" ]
Checkpoints trial based off trial.last_result.
[ "Checkpoints", "trial", "based", "off", "trial", ".", "last_result", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L506-L512
train
Checkpoints trial if needed.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\065' + chr(1282 - 1233), 28447 - 28439), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1474 - 1424) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b101011 + 0o104) + chr(49) + chr(54) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(955 - 907) + chr(111) + '\x31' + chr(55) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011101 + 0o22) + chr(0b100010 + 0o24) + chr(0b110100), 60265 - 60257), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101010 + 0o10) + chr(1364 - 1309) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + chr(0b110010) + chr(1526 - 1476) + chr(0b110101), 18809 - 18801), ehT0Px3KOsy9(chr(0b110000) + chr(11750 - 11639) + chr(2258 - 2208) + '\x32' + chr(608 - 560), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b101101 + 0o4) + chr(239 - 191) + chr(0b100010 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + '\x32' + '\x32' + '\062', 12757 - 12749), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + chr(51) + chr(0b110101) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + '\063' + chr(52) + chr(0b101001 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(2610 - 2499) + '\061' + chr(0b10000 + 0o47) + chr(0b10000 + 0o42), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(446 - 395) + chr(1052 - 1000), 0o10), ehT0Px3KOsy9(chr(48) + chr(11388 - 11277) + chr(0b1011 + 0o47) + '\064' + '\067', 0o10), ehT0Px3KOsy9(chr(189 - 141) + chr(7301 - 7190) + '\x32' + chr(0b11111 + 0o26) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + '\x31' + '\x34' + chr(2878 - 2824), 4840 - 4832), ehT0Px3KOsy9(chr(640 - 592) + chr(0b1001 + 0o146) + '\062' + '\066' + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(48) + chr(50), 11608 - 11600), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\067' + chr(49), 50173 - 50165), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\064' + chr(2416 - 2365), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1010 + 0o145) + '\x36' + chr(1072 - 1023), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(683 - 634) + '\x31' + chr(0b10001 + 0o44), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11289 - 11178) + chr(0b101110 + 0o4) + '\x30' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(547 - 499) + '\157' + chr(0b110001 + 0o2) + '\x33' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(50) + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9(chr(840 - 792) + chr(0b1101111) + chr(51) + chr(786 - 738) + chr(0b1001 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(207 - 96) + chr(529 - 478) + '\064' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(0b110001) + chr(0b110110) + chr(0b101000 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110111 + 0o0) + chr(1848 - 1796), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(49) + '\x36' + chr(54), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101010 + 0o10) + chr(2436 - 2383) + '\061', 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(53) + chr(55), 19280 - 19272), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b100011 + 0o17) + chr(0b1110 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101101 + 0o2) + '\x32' + chr(0b110 + 0o61) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(699 - 649) + chr(48) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1589 - 1538) + chr(0b110010) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110000) + chr(0b110010), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), chr(2816 - 2716) + chr(4407 - 4306) + chr(105 - 6) + chr(115 - 4) + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(1249 - 1193)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def cFtyILvqbLrn(oVre8I6UXc3b, Alvsa0ue91Fo): if xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdaxs\x03\x16P\xe2\xf6\xf8#\xf1\x82\x92\x155\xc9\xdc'), chr(5300 - 5200) + chr(4093 - 3992) + '\143' + '\157' + chr(4569 - 4469) + '\145')(chr(0b1011110 + 0o27) + chr(0b110011 + 0o101) + chr(0b1100110) + chr(0b11010 + 0o23) + chr(56)))(): if lot1PSoAwYhj(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdber\x18\x1fF'), '\x64' + chr(0b1100101) + chr(922 - 823) + chr(0b1101111) + chr(0b1100100) + chr(0b101100 + 0o71))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\055' + '\070')) and xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xddVYO%M\xed\xe3\xe14\xe8\xad'), '\144' + '\x65' + chr(0b10100 + 0o117) + chr(0b1101111) + chr(100) + '\x65')(chr(117) + chr(116) + '\x66' + chr(0b101101) + chr(56))): xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdaqj\x13'), chr(100) + '\145' + '\x63' + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(802 - 686) + chr(0b1100110) + '\055' + '\070'))(Alvsa0ue91Fo, storage=xafqLlk3kkUe(rxowUmkdemfv, xafqLlk3kkUe(SXOLrMavuUCe(b'\xedYO='), chr(0b1011110 + 0o6) + chr(0b10000 + 0o125) + '\143' + chr(111) + chr(0b1100001 + 0o3) + chr(0b10101 + 0o120))(chr(306 - 189) + chr(1163 - 1047) + '\x66' + chr(0b1010 + 0o43) + '\070'))) xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'\xddbe)\x19\\\xd8\xf6\xfb6\xfd\x80\x8c\x0e\x03\xca\xcd\x12\xd3&\x18\x17P'), '\x64' + '\145' + chr(394 - 295) + '\157' + chr(0b1001 + 0o133) + chr(0b1100101))(chr(0b1110101) + chr(5767 - 5651) + chr(0b100000 + 0o106) + '\055' + chr(376 - 320)))(Alvsa0ue91Fo)
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner._try_recover
def _try_recover(self, trial, error_msg): """Tries to recover trial. Notifies SearchAlgorithm and Scheduler if failure to recover. Args: trial (Trial): Trial to recover. error_msg (str): Error message from prior to invoking this method. """ try: self.trial_executor.stop_trial( trial, error=error_msg is not None, error_msg=error_msg, stop_logger=False) trial.result_logger.flush() if self.trial_executor.has_resources(trial.resources): logger.info("Attempting to recover" " trial state from last checkpoint.") self.trial_executor.start_trial(trial) if trial.status == Trial.ERROR: raise RuntimeError("Trial did not start correctly.") else: logger.debug("Notifying Scheduler and requeueing trial.") self._requeue_trial(trial) except Exception: logger.exception("Error recovering trial from checkpoint, abort.") self._scheduler_alg.on_trial_error(self, trial) self._search_alg.on_trial_complete(trial.trial_id, error=True)
python
def _try_recover(self, trial, error_msg): """Tries to recover trial. Notifies SearchAlgorithm and Scheduler if failure to recover. Args: trial (Trial): Trial to recover. error_msg (str): Error message from prior to invoking this method. """ try: self.trial_executor.stop_trial( trial, error=error_msg is not None, error_msg=error_msg, stop_logger=False) trial.result_logger.flush() if self.trial_executor.has_resources(trial.resources): logger.info("Attempting to recover" " trial state from last checkpoint.") self.trial_executor.start_trial(trial) if trial.status == Trial.ERROR: raise RuntimeError("Trial did not start correctly.") else: logger.debug("Notifying Scheduler and requeueing trial.") self._requeue_trial(trial) except Exception: logger.exception("Error recovering trial from checkpoint, abort.") self._scheduler_alg.on_trial_error(self, trial) self._search_alg.on_trial_complete(trial.trial_id, error=True)
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Tries to recover trial. Notifies SearchAlgorithm and Scheduler if failure to recover. Args: trial (Trial): Trial to recover. error_msg (str): Error message from prior to invoking this method.
[ "Tries", "to", "recover", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L514-L542
train
Tries to recover trial from checkpoint and notifies SearchAlgorithm and Scheduler.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + '\x31' + chr(764 - 712) + chr(0b110101), 64579 - 64571), ehT0Px3KOsy9(chr(1173 - 1125) + chr(111) + chr(0b101001 + 0o11) + '\064' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(49) + '\066' + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11 + 0o154) + chr(0b110001) + '\067' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b100100 + 0o15) + '\x30', 2761 - 2753), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(2741 - 2687) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b101000 + 0o107) + chr(50) + '\066' + chr(90 - 35), 0o10), ehT0Px3KOsy9(chr(1936 - 1888) + chr(6004 - 5893) + chr(1528 - 1479) + '\x32' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(9298 - 9187) + '\x37' + chr(0b10011 + 0o35), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(266 - 212) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(6994 - 6883) + chr(51) + chr(49) + chr(2406 - 2354), 53020 - 53012), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110100) + chr(233 - 184), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b110110) + chr(2211 - 2161), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1 + 0o64) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + chr(0b110 + 0o55) + '\x30' + chr(1674 - 1626), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8946 - 8835) + chr(2578 - 2523) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(291 - 243) + chr(8001 - 7890) + chr(0b100111 + 0o12) + '\063' + chr(605 - 552), 0o10), ehT0Px3KOsy9('\x30' + chr(9480 - 9369) + chr(0b1 + 0o62) + chr(55) + '\062', 28033 - 28025), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b1100 + 0o45) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(1256 - 1205) + chr(50) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(2316 - 2261) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(1203 - 1154) + chr(0b10111 + 0o31), 0o10), ehT0Px3KOsy9(chr(657 - 609) + '\157' + chr(0b110011) + chr(0b110000) + chr(0b11110 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1100100 + 0o13) + '\061' + chr(223 - 170) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(946 - 895) + '\063' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x30' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(51) + chr(0b1111 + 0o46), 21717 - 21709), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(51) + chr(0b110 + 0o57) + chr(0b10110 + 0o36), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(613 - 563) + chr(0b101101 + 0o5) + '\x35', 41452 - 41444), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b101 + 0o55) + chr(1215 - 1160), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + '\062' + chr(79 - 30), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(607 - 496) + '\x35' + chr(55), 19493 - 19485), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11111 + 0o24) + '\x36' + chr(50), 21402 - 21394), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(0b100010 + 0o21) + chr(54) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(54) + chr(2078 - 2023), 8), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + chr(0b110 + 0o55) + chr(2681 - 2629) + '\066', 0o10), ehT0Px3KOsy9(chr(1760 - 1712) + '\157' + '\062' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + '\x31' + '\x32' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + '\061' + '\x31' + chr(0b110010), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2790 - 2737) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'K'), chr(0b1000 + 0o134) + chr(101) + chr(2841 - 2742) + chr(0b111 + 0o150) + chr(0b1100100) + '\x65')('\165' + '\x74' + chr(3684 - 3582) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def KlyI7iuUwyEk(oVre8I6UXc3b, Alvsa0ue91Fo, foIYxeNLXJsf): try: xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xd6\x1c\x0e\x17\xc2\xc5>Y\\'), chr(100) + '\145' + chr(99) + '\157' + '\144' + chr(0b1011001 + 0o14))(chr(0b1110101) + chr(2533 - 2417) + chr(0b111111 + 0o47) + chr(45) + '\x38'))(Alvsa0ue91Fo, error=foIYxeNLXJsf is not None, error_msg=foIYxeNLXJsf, stop_logger=ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b1 + 0o57), 8)) xafqLlk3kkUe(Alvsa0ue91Fo.result_logger, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\xce\x06\r '), '\x64' + chr(9250 - 9149) + chr(0b1100011) + chr(0b11101 + 0o122) + '\144' + chr(6758 - 6657))(chr(117) + chr(116) + chr(102) + '\055' + '\070'))() if xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xc3\x00!:\xd3\xc48MB\xaf\x04A'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b100111 + 0o75) + chr(101))(chr(0b1110101) + chr(116) + chr(102) + chr(1413 - 1368) + '\070'))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\x96+\rq\xee\xdf\x13ZW\xfcQ'), chr(100) + chr(116 - 15) + chr(99) + '\157' + chr(100) + chr(0b1100101))('\x75' + '\x74' + '\146' + '\055' + '\070'))): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'6\x95;\x06=\xd5\xd0`R\\\x96\n'), chr(2990 - 2890) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(2265 - 2165) + chr(0b1100101))(chr(7675 - 7558) + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'$\xd6\x07\x1b%\xc6\xc3>VW\xec\x15]\x0e\xb2_>\x95\xfbe\xa1^\xfc\xb3\x03\xbb\xee\xbd\x9f\xe1\xb6eJ\xd2\x91\x85\x89ys&\x04\xd1\x07^+\xde\xd24S@\xa3\x08\\Z\xee'), chr(0b100100 + 0o100) + '\145' + chr(1637 - 1538) + chr(111) + chr(5830 - 5730) + '\x65')('\165' + chr(116) + '\146' + chr(45) + '\070')) xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xd6\x12\x0c<\xe9\xc3%QQ\xa0'), chr(0b1100100) + chr(0b1000100 + 0o41) + '\143' + chr(1614 - 1503) + chr(642 - 542) + chr(101))('\165' + chr(0b1110100) + chr(2586 - 2484) + chr(1327 - 1282) + chr(858 - 802)))(Alvsa0ue91Fo) if xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\xe0\x003\x1f\xfe\x830yu\xaa\x18'), chr(0b1100100) + chr(0b111100 + 0o51) + chr(99) + '\x6f' + chr(100) + chr(0b100000 + 0o105))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b101000 + 0o5) + '\070')) == xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b' \xf0!1\x1a'), chr(1120 - 1020) + '\x65' + '\143' + chr(0b11110 + 0o121) + '\x64' + chr(0b1100010 + 0o3))(chr(1083 - 966) + chr(0b1110100) + chr(650 - 548) + chr(45) + '\x38')): raise n0ZkatoveZpF(xafqLlk3kkUe(SXOLrMavuUCe(b'1\xd0\x1a\x1f$\x96\xd3>\\\x10\xa2\x0eF\x0e\xb3N<\x88\xf9 \xb0\x11\xfa\xb3\x0f\xb9\xf6\xf1\x95\xbb'), chr(100) + '\x65' + chr(0b100101 + 0o76) + '\157' + chr(0b111110 + 0o46) + '\x65')('\x75' + '\x74' + chr(102) + '\055' + chr(56))) else: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xc7\x11\x0b/'), chr(625 - 525) + chr(101) + chr(0b1001001 + 0o32) + chr(111) + chr(0b1100100) + '\x65')(chr(0b10101 + 0o140) + '\164' + '\146' + chr(0b1100 + 0o41) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'+\xcd\x07\x17.\xcf\xde9_\x10\x9f\x02ZK\xa4O1\x9f\xff \xb2\x10\xec\xe1\x18\xbf\xf3\xe8\x89\xe0\xb2xA\x95\xd7\x83\x94}2&K'), chr(6327 - 6227) + '\x65' + chr(0b1100011) + chr(0b111111 + 0o60) + chr(5165 - 5065) + chr(101))('\x75' + chr(0b1110 + 0o146) + chr(0b1100110) + chr(0b101101) + chr(56))) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b':\xd0\x16\x0f=\xd3\xc22gD\xbe\x08SB'), chr(100) + chr(449 - 348) + '\x63' + '\x6f' + chr(0b1100100) + '\145')('\x75' + chr(0b100010 + 0o122) + chr(0b1010011 + 0o23) + chr(45) + '\070'))(Alvsa0ue91Fo) except jLmadlzMdunT: xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\xda\x10\x1b8\xc2\xde8V'), '\144' + chr(0b100111 + 0o76) + '\x63' + chr(10794 - 10683) + '\x64' + chr(101))(chr(117) + chr(116) + '\x66' + chr(0b1000 + 0o45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b' \xd0\x01\x11:\x96\xc52[_\xba\x04@G\xae]}\x8e\xffi\xb2\x12\xa8\xa7\x18\xb5\xef\xbd\x8f\xfd\xb2rD\x82\x98\x9e\x88`\x7fj\x04\xc0\x1c\x0c<\x98'), '\x64' + '\145' + chr(1354 - 1255) + chr(0b110011 + 0o74) + '\x64' + chr(0b101000 + 0o75))(chr(0b1110101) + '\164' + chr(102) + chr(1311 - 1266) + chr(0b10111 + 0o41))) xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xcc,\n:\xdf\xd6;gU\xbe\x13]\\'), chr(0b111111 + 0o45) + '\145' + chr(0b111010 + 0o51) + '\157' + '\x64' + chr(0b1100101))(chr(0b1011100 + 0o31) + '\x74' + '\146' + chr(0b11000 + 0o25) + chr(0b111000)))(oVre8I6UXc3b, Alvsa0ue91Fo) xafqLlk3kkUe(oVre8I6UXc3b._search_alg, xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xcc,\n:\xdf\xd6;gS\xa3\x0cBB\xa5N8'), '\x64' + chr(8682 - 8581) + '\143' + chr(4428 - 4317) + chr(100) + chr(0b1100101))(chr(0b10110 + 0o137) + chr(116) + '\x66' + chr(1611 - 1566) + chr(0b111000)))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xd0\x1a\x1f$\xe9\xde3'), chr(641 - 541) + chr(9492 - 9391) + '\143' + '\157' + chr(6298 - 6198) + chr(101))(chr(0b101110 + 0o107) + '\x74' + chr(0b10101 + 0o121) + '\x2d' + chr(1845 - 1789))), error=ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b110001), 47154 - 47146))
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner._requeue_trial
def _requeue_trial(self, trial): """Notification to TrialScheduler and requeue trial. This does not notify the SearchAlgorithm because the function evaluation is still in progress. """ self._scheduler_alg.on_trial_error(self, trial) self.trial_executor.set_status(trial, Trial.PENDING) with warn_if_slow("scheduler.on_trial_add"): self._scheduler_alg.on_trial_add(self, trial)
python
def _requeue_trial(self, trial): """Notification to TrialScheduler and requeue trial. This does not notify the SearchAlgorithm because the function evaluation is still in progress. """ self._scheduler_alg.on_trial_error(self, trial) self.trial_executor.set_status(trial, Trial.PENDING) with warn_if_slow("scheduler.on_trial_add"): self._scheduler_alg.on_trial_add(self, trial)
[ "def", "_requeue_trial", "(", "self", ",", "trial", ")", ":", "self", ".", "_scheduler_alg", ".", "on_trial_error", "(", "self", ",", "trial", ")", "self", ".", "trial_executor", ".", "set_status", "(", "trial", ",", "Trial", ".", "PENDING", ")", "with", "warn_if_slow", "(", "\"scheduler.on_trial_add\"", ")", ":", "self", ".", "_scheduler_alg", ".", "on_trial_add", "(", "self", ",", "trial", ")" ]
Notification to TrialScheduler and requeue trial. This does not notify the SearchAlgorithm because the function evaluation is still in progress.
[ "Notification", "to", "TrialScheduler", "and", "requeue", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L544-L553
train
Notify TrialScheduler that trial is requeued.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(2468 - 2357) + chr(0b1111 + 0o50) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + chr(0b1101 + 0o45), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100101 + 0o16) + chr(1498 - 1444) + '\x35', 34345 - 34337), ehT0Px3KOsy9(chr(2054 - 2006) + chr(0b1011110 + 0o21) + chr(50) + '\060' + chr(0b110011), 28650 - 28642), ehT0Px3KOsy9(chr(1188 - 1140) + chr(111) + '\062' + chr(54) + '\063', 0o10), ehT0Px3KOsy9(chr(222 - 174) + chr(0b1101111) + chr(51) + chr(0b1101 + 0o52), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\062' + '\061', 0b1000), ehT0Px3KOsy9(chr(698 - 650) + chr(111) + chr(0b101 + 0o55) + '\x31' + chr(0b10011 + 0o41), 9719 - 9711), ehT0Px3KOsy9(chr(1579 - 1531) + '\x6f' + '\x31' + chr(1561 - 1511) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1420 - 1371) + '\x31' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(52) + chr(1000 - 949), 52466 - 52458), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + chr(51) + '\x32' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + chr(51) + chr(0b110101) + chr(0b100100 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(51) + '\066' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101100 + 0o5) + chr(921 - 873), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\x32' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(0b101101 + 0o6) + '\063' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\060' + chr(0b11110 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(53) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(207 - 155) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(814 - 761) + '\066', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + '\063' + chr(0b110010) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o47) + chr(0b0 + 0o64) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(650 - 600) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b101100 + 0o4), 8), ehT0Px3KOsy9(chr(2301 - 2253) + chr(111) + chr(0b1110 + 0o44) + chr(0b10111 + 0o36) + chr(0b100000 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x34' + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x35' + chr(0b1010 + 0o50), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b11111 + 0o26) + '\062', 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\061' + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110110) + chr(0b10001 + 0o44), 27213 - 27205), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(51) + '\x33' + chr(0b100110 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + '\x33' + chr(55) + chr(1290 - 1241), 0o10), ehT0Px3KOsy9(chr(65 - 17) + chr(0b1001001 + 0o46) + chr(0b100001 + 0o22) + '\060' + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\067', 10434 - 10426), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1110 + 0o45) + chr(2088 - 2037) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(10386 - 10275) + '\062' + chr(0b1111 + 0o46) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(0b101101 + 0o3), 14246 - 14238)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x14'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1001101 + 0o27) + '\x65')('\165' + chr(0b111101 + 0o67) + chr(0b1100110) + chr(1989 - 1944) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nze1RW_djjNy(oVre8I6UXc3b, Alvsa0ue91Fo): xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b'U\\\xaa\xf7\xc1v0\xe0\x08J:Q\xbf\xe2'), chr(0b1100100) + chr(9972 - 9871) + chr(0b111101 + 0o46) + '\157' + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(5277 - 5175) + '\x2d' + '\x38'))(oVre8I6UXc3b, Alvsa0ue91Fo) xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'IW\x81\xdc\xc0k0\xf8"\\'), '\x64' + chr(3112 - 3011) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(13342 - 13225) + '\164' + chr(0b1000101 + 0o41) + chr(0b101101) + chr(56)))(Alvsa0ue91Fo, xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'jw\xbb\xc7\xfaQ\x16'), chr(9901 - 9801) + chr(0b1011010 + 0o13) + chr(99) + chr(0b1101111) + chr(1556 - 1456) + chr(2823 - 2722))(chr(10823 - 10706) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)))) with IhLRCTt_Dmej(xafqLlk3kkUe(SXOLrMavuUCe(b"IQ\x9d\xe6\xd7j=\xe9%\x01'M\x8f\xe4\x9c\x99i\xbe\x86\xa6IA"), chr(0b1011011 + 0o11) + chr(0b1011010 + 0o13) + '\x63' + '\x6f' + '\x64' + chr(0b1111 + 0o126))(chr(0b1110101) + '\x74' + chr(9026 - 8924) + chr(0b101101) + '\070')): xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b'U\\\xaa\xf7\xc1v0\xe0\x08N,G'), '\144' + '\145' + chr(0b100 + 0o137) + chr(0b1101111) + chr(0b10100 + 0o120) + chr(0b1100101))('\165' + chr(10376 - 10260) + '\146' + '\055' + chr(663 - 607)))(oVre8I6UXc3b, Alvsa0ue91Fo)
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner._update_trial_queue
def _update_trial_queue(self, blocking=False, timeout=600): """Adds next trials to queue if possible. Note that the timeout is currently unexposed to the user. Args: blocking (bool): Blocks until either a trial is available or is_finished (timeout or search algorithm finishes). timeout (int): Seconds before blocking times out. """ trials = self._search_alg.next_trials() if blocking and not trials: start = time.time() # Checking `is_finished` instead of _search_alg.is_finished # is fine because blocking only occurs if all trials are # finished and search_algorithm is not yet finished while (not trials and not self.is_finished() and time.time() - start < timeout): logger.info("Blocking for next trial...") trials = self._search_alg.next_trials() time.sleep(1) for trial in trials: self.add_trial(trial)
python
def _update_trial_queue(self, blocking=False, timeout=600): """Adds next trials to queue if possible. Note that the timeout is currently unexposed to the user. Args: blocking (bool): Blocks until either a trial is available or is_finished (timeout or search algorithm finishes). timeout (int): Seconds before blocking times out. """ trials = self._search_alg.next_trials() if blocking and not trials: start = time.time() # Checking `is_finished` instead of _search_alg.is_finished # is fine because blocking only occurs if all trials are # finished and search_algorithm is not yet finished while (not trials and not self.is_finished() and time.time() - start < timeout): logger.info("Blocking for next trial...") trials = self._search_alg.next_trials() time.sleep(1) for trial in trials: self.add_trial(trial)
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Adds next trials to queue if possible. Note that the timeout is currently unexposed to the user. Args: blocking (bool): Blocks until either a trial is available or is_finished (timeout or search algorithm finishes). timeout (int): Seconds before blocking times out.
[ "Adds", "next", "trials", "to", "queue", "if", "possible", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L555-L578
train
Updates the trial queue if possible.
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2294), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1847 - 1798) + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(9749 - 9638) + '\062' + chr(0b110110) + '\x35', 38965 - 38957), ehT0Px3KOsy9(chr(48) + chr(8008 - 7897) + chr(0b110001) + chr(0b10100 + 0o34) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o3) + '\066', 58603 - 58595), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\062' + chr(0b100 + 0o62) + chr(55), 6824 - 6816), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100010 + 0o20) + chr(48) + chr(0b1 + 0o63), 43244 - 43236), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110100) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(51) + chr(49) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(202 - 153) + chr(0b101011 + 0o7), 56942 - 56934), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o12) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2304 - 2253) + chr(0b100000 + 0o20) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b110110) + chr(175 - 126), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b10110 + 0o34) + '\x31' + chr(50), 9309 - 9301), ehT0Px3KOsy9(chr(51 - 3) + chr(0b11101 + 0o122) + chr(0b101111 + 0o6) + chr(54), 0b1000), ehT0Px3KOsy9(chr(533 - 485) + chr(531 - 420) + chr(49) + chr(0b11011 + 0o32) + '\066', 0b1000), ehT0Px3KOsy9(chr(1328 - 1280) + chr(0b1101111) + chr(0b11000 + 0o31) + '\x37' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(2427 - 2377) + chr(48) + '\062', 27898 - 27890), ehT0Px3KOsy9('\060' + chr(2455 - 2344) + chr(1881 - 1832) + '\x36' + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x34' + chr(50), 0o10), ehT0Px3KOsy9(chr(138 - 90) + '\157' + chr(0b110101) + '\x36', 8), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b11010 + 0o30) + chr(0b10000 + 0o45) + chr(0b110 + 0o56), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1010 + 0o47) + '\x37' + chr(0b100 + 0o60), 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\062' + chr(0b110001) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x32' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(1630 - 1582) + '\x6f' + chr(51) + '\061' + '\067', 34467 - 34459), ehT0Px3KOsy9('\060' + '\157' + chr(1080 - 1028) + chr(0b11 + 0o64), 0b1000), ehT0Px3KOsy9(chr(48) + chr(771 - 660) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b110001) + '\x35' + chr(2315 - 2263), 21179 - 21171), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(50) + chr(962 - 913) + chr(474 - 421), 46727 - 46719), ehT0Px3KOsy9(chr(332 - 284) + '\x6f' + '\061' + '\062' + chr(50), 11128 - 11120), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10011 + 0o40) + '\063' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(2894 - 2783) + chr(636 - 585) + chr(729 - 681) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(764 - 653) + chr(50) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(2313 - 2263) + '\x37', 0o10), ehT0Px3KOsy9(chr(576 - 528) + chr(8392 - 8281) + '\065' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1946 - 1897) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\060' + chr(0b110001), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(729 - 681) + chr(5705 - 5594) + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'1'), chr(1783 - 1683) + '\x65' + '\143' + chr(0b1101111) + chr(100) + '\145')('\165' + '\x74' + chr(502 - 400) + chr(134 - 89) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def gmmwRbEFNVk3(oVre8I6UXc3b, uiLw8bUEXxt6=ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 26028 - 26020), FaIjqlnzCXev=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2344 - 2295) + '\061' + chr(0b110011) + chr(0b110000), 0o10)): i1GKrIxxsZwp = oVre8I6UXc3b._search_alg.next_trials() if uiLw8bUEXxt6 and (not i1GKrIxxsZwp): avRbFsnfJxQj = ltvhPP4VhXre.time() while not i1GKrIxxsZwp and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xc1\x0f\xd3/p\xde\xf7\xcb\xab\xae'), chr(204 - 104) + chr(0b1100101) + '\x63' + chr(10028 - 9917) + chr(100) + chr(8305 - 8204))('\165' + chr(0b1110100) + '\146' + chr(179 - 134) + chr(0b111000)))()) and (xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xdb=\xd0'), chr(0b1100100) + '\x65' + chr(3961 - 3862) + chr(0b1101111) + chr(7658 - 7558) + chr(0b1100101))(chr(117) + '\x74' + '\146' + chr(0b100000 + 0o15) + chr(56)))() - avRbFsnfJxQj < FaIjqlnzCXev): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'L\x85\x18\xcd3}\xd0\xb3\xc9\xa2\x90v'), chr(0b1100100) + chr(0b10110 + 0o117) + chr(99) + chr(0b1101111 + 0o0) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(863 - 761) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b']\xde?\xd6-w\xd9\xe3\x83\xa8\xa5o\xe5\x9f\xefV\x1a\\\xf6\x06KO\xc0R\xa2\xbb'), '\x64' + chr(101) + chr(0b1010110 + 0o15) + chr(0b1101111) + chr(0b1000 + 0o134) + '\145')('\165' + chr(0b1011010 + 0o32) + chr(0b1100110) + chr(0b101101) + chr(2335 - 2279))) i1GKrIxxsZwp = oVre8I6UXc3b._search_alg.next_trials() xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xde5\xd06'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(3058 - 2958) + chr(101))('\165' + '\x74' + chr(102) + chr(45) + chr(56)))(ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061', 0b1000)) for Alvsa0ue91Fo in i1GKrIxxsZwp: xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'~\xd64\xea2l\xde\xe5\xcf'), '\x64' + chr(0b1100101) + chr(3225 - 3126) + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(0b110100 + 0o62) + chr(0b1010 + 0o43) + chr(0b111000)))(Alvsa0ue91Fo)
ray-project/ray
python/ray/tune/trial_runner.py
TrialRunner.stop_trial
def stop_trial(self, trial): """Stops trial. Trials may be stopped at any time. If trial is in state PENDING or PAUSED, calls `on_trial_remove` for scheduler and `on_trial_complete(..., early_terminated=True) for search_alg. Otherwise waits for result for the trial and calls `on_trial_complete` for scheduler and search_alg if RUNNING. """ error = False error_msg = None if trial.status in [Trial.ERROR, Trial.TERMINATED]: return elif trial.status in [Trial.PENDING, Trial.PAUSED]: self._scheduler_alg.on_trial_remove(self, trial) self._search_alg.on_trial_complete( trial.trial_id, early_terminated=True) elif trial.status is Trial.RUNNING: try: result = self.trial_executor.fetch_result(trial) trial.update_last_result(result, terminate=True) self._scheduler_alg.on_trial_complete(self, trial, result) self._search_alg.on_trial_complete( trial.trial_id, result=result) except Exception: error_msg = traceback.format_exc() logger.exception("Error processing event.") self._scheduler_alg.on_trial_error(self, trial) self._search_alg.on_trial_complete(trial.trial_id, error=True) error = True self.trial_executor.stop_trial(trial, error=error, error_msg=error_msg)
python
def stop_trial(self, trial): """Stops trial. Trials may be stopped at any time. If trial is in state PENDING or PAUSED, calls `on_trial_remove` for scheduler and `on_trial_complete(..., early_terminated=True) for search_alg. Otherwise waits for result for the trial and calls `on_trial_complete` for scheduler and search_alg if RUNNING. """ error = False error_msg = None if trial.status in [Trial.ERROR, Trial.TERMINATED]: return elif trial.status in [Trial.PENDING, Trial.PAUSED]: self._scheduler_alg.on_trial_remove(self, trial) self._search_alg.on_trial_complete( trial.trial_id, early_terminated=True) elif trial.status is Trial.RUNNING: try: result = self.trial_executor.fetch_result(trial) trial.update_last_result(result, terminate=True) self._scheduler_alg.on_trial_complete(self, trial, result) self._search_alg.on_trial_complete( trial.trial_id, result=result) except Exception: error_msg = traceback.format_exc() logger.exception("Error processing event.") self._scheduler_alg.on_trial_error(self, trial) self._search_alg.on_trial_complete(trial.trial_id, error=True) error = True self.trial_executor.stop_trial(trial, error=error, error_msg=error_msg)
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Stops trial. Trials may be stopped at any time. If trial is in state PENDING or PAUSED, calls `on_trial_remove` for scheduler and `on_trial_complete(..., early_terminated=True) for search_alg. Otherwise waits for result for the trial and calls `on_trial_complete` for scheduler and search_alg if RUNNING.
[ "Stops", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/trial_runner.py#L588-L620
train
Stops the trial.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(2280 - 2231) + chr(0b101011 + 0o11), 5988 - 5980), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(0b101000 + 0o11) + chr(54) + chr(0b110011), 59526 - 59518), ehT0Px3KOsy9(chr(0b110000) + chr(4521 - 4410) + chr(0b1111 + 0o44) + chr(52) + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(50) + chr(50) + chr(0b110010), 55731 - 55723), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o51) + chr(0b110100) + chr(50), 14889 - 14881), ehT0Px3KOsy9(chr(1693 - 1645) + chr(0b1101111) + chr(0b110001) + chr(0b110111) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011101 + 0o22) + chr(51) + chr(49) + '\x33', 0o10), ehT0Px3KOsy9(chr(309 - 261) + chr(0b1101111) + chr(50) + chr(0b110111), 29187 - 29179), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101100 + 0o5) + chr(0b100001 + 0o25) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(3884 - 3773) + '\061' + chr(54) + chr(1621 - 1571), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\x33' + '\063', 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\x33' + '\066' + chr(0b110001 + 0o5), 0b1000), ehT0Px3KOsy9(chr(2044 - 1996) + '\x6f' + chr(51) + '\x30' + '\063', 18031 - 18023), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(0b100010 + 0o17) + '\x37' + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(1905 - 1851) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1100010 + 0o15) + '\x32' + chr(55) + '\060', 22021 - 22013), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(50) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5169 - 5058) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(265 - 212) + chr(52), 35914 - 35906), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(55) + chr(85 - 30), 49622 - 49614), ehT0Px3KOsy9(chr(768 - 720) + '\157' + chr(0b110001) + chr(0b101010 + 0o14) + '\x32', 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1010100 + 0o33) + chr(0b110001) + chr(0b110100) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\060' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1111 + 0o42) + '\062' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o10) + chr(0b100111 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10000 + 0o41) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11001 + 0o32) + chr(0b110010) + '\x32', 45971 - 45963), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x31' + '\067' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x32' + chr(180 - 127) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x37' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(2187 - 2139) + '\x6f' + chr(52) + chr(48), 375 - 367), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(1685 - 1574) + chr(553 - 502) + chr(1376 - 1325) + chr(51), 45024 - 45016), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(1217 - 1106) + '\x32' + chr(2210 - 2156) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1026 - 977) + chr(0b10 + 0o65), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\065' + chr(1283 - 1232), 13014 - 13006), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11001 + 0o32) + chr(666 - 614) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x33' + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101000 + 0o12) + '\x31' + '\x37', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1334 - 1281) + chr(1158 - 1110), 11624 - 11616)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'5'), '\x64' + '\145' + chr(1980 - 1881) + chr(0b1101111) + chr(0b1001110 + 0o26) + chr(101))('\165' + chr(0b1011 + 0o151) + chr(0b1100001 + 0o5) + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nhFEgA2aANBM(oVre8I6UXc3b, Alvsa0ue91Fo): EUdPatOS1wx0 = ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(48), 32480 - 32472) foIYxeNLXJsf = None if xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xce\x00\xac\xc5\xaaL\xacV1\x14b'), chr(794 - 694) + '\145' + '\143' + '\x6f' + '\x64' + chr(5433 - 5332))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(1833 - 1777))) in [xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'^\xde!\xae\xc0'), '\144' + '\x65' + '\143' + chr(0b1000 + 0o147) + chr(685 - 585) + chr(0b111 + 0o136))('\x75' + chr(0b1000110 + 0o56) + chr(3480 - 3378) + chr(0b10100 + 0o31) + chr(0b111000))), xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xc9!\xac\xdb\xac9\x9fR0'), chr(3491 - 3391) + chr(0b100 + 0o141) + chr(7659 - 7560) + '\157' + chr(0b101100 + 0o70) + '\145')('\x75' + chr(0b1100100 + 0o20) + chr(0b1100110) + '\x2d' + chr(56)))]: return elif xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xce\x00\xac\xc5\xaaL\xacV1\x14b'), chr(0b1100100) + chr(0b11101 + 0o110) + chr(7776 - 7677) + chr(2131 - 2020) + chr(100) + chr(101))(chr(6308 - 6191) + chr(2183 - 2067) + '\146' + chr(892 - 847) + chr(0b111000))) in [xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xc9=\xa5\xdb\xac?'), chr(0b101111 + 0o65) + chr(2446 - 2345) + chr(0b1100011) + chr(111) + '\144' + chr(0b1100101))('\165' + chr(0b1101110 + 0o6) + '\x66' + chr(45) + chr(0b111000))), xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xcd&\xb2\xd7\xa6'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b111100 + 0o50) + '\145')(chr(0b111001 + 0o74) + chr(0b1011000 + 0o34) + chr(0b1100110) + chr(45) + chr(56)))]: xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe2,\x95\xe0\x8b\x19\xa7H\x06\x17v\x99\xb5\x1d'), chr(0b100011 + 0o101) + chr(0b1100101) + chr(99) + chr(7410 - 7299) + chr(100) + '\145')('\x75' + chr(0b1110100) + '\146' + chr(83 - 38) + '\x38'))(oVre8I6UXc3b, Alvsa0ue91Fo) xafqLlk3kkUe(oVre8I6UXc3b._search_alg, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe2,\x95\xe0\x8b\x19\xa7H\x17\x1dv\x86\xaf\x1d\x02\xdd'), chr(954 - 854) + chr(101) + chr(0b1010111 + 0o14) + chr(0b1000101 + 0o52) + chr(100) + chr(0b1100101))(chr(117) + chr(0b101001 + 0o113) + chr(625 - 523) + chr(0b101100 + 0o1) + '\070'))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'o\xfe\x1a\x80\xfe\xbd\x11\xaf'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1010110 + 0o31) + chr(0b11 + 0o141) + chr(101))('\x75' + chr(6827 - 6711) + '\146' + chr(0b10100 + 0o31) + chr(0b111000))), early_terminated=ehT0Px3KOsy9(chr(937 - 889) + '\x6f' + chr(0b110001), ord("\x08"))) elif xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'm\xce\x00\xac\xc5\xaaL\xacV1\x14b'), chr(8670 - 8570) + chr(0b1100101) + chr(99) + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(116) + chr(10250 - 10148) + chr(0b101101) + '\070')) is xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'I\xd9=\xaf\xdb\xac?'), chr(0b111010 + 0o52) + chr(0b1100101 + 0o0) + chr(3770 - 3671) + chr(0b1010101 + 0o32) + chr(0b1100100) + '\145')('\x75' + chr(0b1001 + 0o153) + '\x66' + '\055' + chr(2228 - 2172))): try: ShZmEKfTkAOZ = oVre8I6UXc3b.trial_executor.fetch_result(Alvsa0ue91Fo) xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b"n\xfc\x17\x80\xe6\x87'\xa7v\x07\x06D\x84\xa6\x0b\x03\xd4\xe1"), chr(0b1100100) + '\x65' + chr(5816 - 5717) + '\x6f' + chr(0b111100 + 0o50) + chr(101))(chr(0b1001111 + 0o46) + '\164' + chr(0b1100110) + '\055' + '\x38'))(ShZmEKfTkAOZ, terminate=ehT0Px3KOsy9(chr(645 - 597) + chr(0b1101111) + chr(49), 8)) xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe2,\x95\xe0\x8b\x19\xa7H\x17\x1dv\x86\xaf\x1d\x02\xdd'), chr(100) + chr(544 - 443) + chr(0b1100011) + chr(8115 - 8004) + '\144' + chr(101))('\x75' + chr(0b100101 + 0o117) + chr(0b11 + 0o143) + chr(0b101101) + chr(56)))(oVre8I6UXc3b, Alvsa0ue91Fo, ShZmEKfTkAOZ) xafqLlk3kkUe(oVre8I6UXc3b._search_alg, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe2,\x95\xe0\x8b\x19\xa7H\x17\x1dv\x86\xaf\x1d\x02\xdd'), chr(100) + chr(0b1100101) + chr(99) + chr(3987 - 3876) + chr(7069 - 6969) + '\x65')(chr(117) + chr(116) + '\x66' + '\x2d' + chr(1089 - 1033)))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'o\xfe\x1a\x80\xfe\xbd\x11\xaf'), '\144' + chr(10119 - 10018) + chr(0b1100011) + '\157' + '\144' + chr(0b111111 + 0o46))(chr(117) + chr(0b11 + 0o161) + '\x66' + chr(613 - 568) + chr(56))), result=ShZmEKfTkAOZ) except jLmadlzMdunT: foIYxeNLXJsf = CiXxQDnt84wa.format_exc() xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'~\xf4\x10\x84\xe2\x96\x11\xa4y'), chr(5696 - 5596) + chr(8226 - 8125) + '\x63' + chr(0b1011110 + 0o21) + chr(0b1100100) + chr(0b1100101))(chr(0b10 + 0o163) + '\164' + chr(8391 - 8289) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'^\xfe\x01\x8e\xe0\xc2\x08\xb9x\x17\x17h\x85\xaa\x16\x11\x98\xf0rI\x91\x06I'), chr(0b1100 + 0o130) + '\145' + chr(99) + chr(0b110001 + 0o76) + chr(100) + '\x65')('\x75' + chr(0b1110100) + '\146' + chr(0b101101) + chr(56))) xafqLlk3kkUe(oVre8I6UXc3b._scheduler_alg, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe2,\x95\xe0\x8b\x19\xa7H\x11\x00i\x99\xb1'), chr(9892 - 9792) + chr(0b1100101) + '\x63' + '\157' + '\x64' + chr(4430 - 4329))('\165' + '\x74' + '\146' + chr(0b0 + 0o55) + chr(0b111000)))(oVre8I6UXc3b, Alvsa0ue91Fo) xafqLlk3kkUe(oVre8I6UXc3b._search_alg, xafqLlk3kkUe(SXOLrMavuUCe(b't\xe2,\x95\xe0\x8b\x19\xa7H\x17\x1dv\x86\xaf\x1d\x02\xdd'), chr(0b111101 + 0o47) + '\145' + '\143' + chr(111) + chr(100) + chr(0b1100101))('\165' + '\x74' + chr(5814 - 5712) + '\x2d' + chr(56)))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'o\xfe\x1a\x80\xfe\xbd\x11\xaf'), chr(0b1100100) + chr(3692 - 3591) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + chr(0b1011110 + 0o10) + '\x2d' + '\x38')), error=ehT0Px3KOsy9(chr(222 - 174) + chr(111) + '\061', 8)) EUdPatOS1wx0 = ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8) xafqLlk3kkUe(oVre8I6UXc3b.trial_executor, xafqLlk3kkUe(SXOLrMavuUCe(b'h\xf8\x1c\x91\xcd\x96\n\xa2v\x18'), chr(100) + '\x65' + '\x63' + chr(111) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(12714 - 12598) + chr(0b1 + 0o145) + chr(0b100001 + 0o14) + chr(0b11010 + 0o36)))(Alvsa0ue91Fo, error=EUdPatOS1wx0, error_msg=foIYxeNLXJsf)
ray-project/ray
examples/cython/cython_main.py
run_func
def run_func(func, *args, **kwargs): """Helper function for running examples""" ray.init() func = ray.remote(func) # NOTE: kwargs not allowed for now result = ray.get(func.remote(*args)) # Inspect the stack to get calling example caller = inspect.stack()[1][3] print("%s: %s" % (caller, str(result))) return result
python
def run_func(func, *args, **kwargs): """Helper function for running examples""" ray.init() func = ray.remote(func) # NOTE: kwargs not allowed for now result = ray.get(func.remote(*args)) # Inspect the stack to get calling example caller = inspect.stack()[1][3] print("%s: %s" % (caller, str(result))) return result
[ "def", "run_func", "(", "func", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "ray", ".", "init", "(", ")", "func", "=", "ray", ".", "remote", "(", "func", ")", "# NOTE: kwargs not allowed for now", "result", "=", "ray", ".", "get", "(", "func", ".", "remote", "(", "*", "args", ")", ")", "# Inspect the stack to get calling example", "caller", "=", "inspect", ".", "stack", "(", ")", "[", "1", "]", "[", "3", "]", "print", "(", "\"%s: %s\"", "%", "(", "caller", ",", "str", "(", "result", ")", ")", ")", "return", "result" ]
Helper function for running examples
[ "Helper", "function", "for", "running", "examples" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/examples/cython/cython_main.py#L13-L26
train
Helper function for running examples
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1651 - 1603) + '\157' + chr(436 - 385) + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(1930 - 1819) + chr(0b110010) + '\062' + chr(0b110001), 30808 - 30800), ehT0Px3KOsy9('\x30' + chr(2719 - 2608) + '\061' + chr(280 - 225) + chr(0b100101 + 0o22), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5261 - 5150) + '\x36' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\061' + '\x37', 20352 - 20344), ehT0Px3KOsy9('\x30' + chr(5622 - 5511) + chr(1423 - 1374) + '\x37' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(8653 - 8542) + chr(0b101001 + 0o11) + chr(2832 - 2777) + '\064', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b110110 + 0o71) + chr(52) + chr(0b110101), 45573 - 45565), ehT0Px3KOsy9(chr(1606 - 1558) + '\x6f' + chr(0b110011) + chr(0b100 + 0o61) + '\x32', 28434 - 28426), ehT0Px3KOsy9(chr(141 - 93) + '\157' + '\x36' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(51) + chr(2036 - 1981) + '\065', 64524 - 64516), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\062' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(49) + chr(607 - 554) + chr(52), 28873 - 28865), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110101) + '\x34', 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(1828 - 1778) + '\067' + chr(0b110001), 20443 - 20435), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b1101 + 0o43) + chr(0b11100 + 0o27), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(1404 - 1355), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7751 - 7640) + '\062' + chr(52) + chr(0b10100 + 0o34), 60455 - 60447), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\065' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110001) + chr(1185 - 1134) + '\065', 10902 - 10894), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x31' + chr(798 - 746), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\066' + chr(0b100100 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10637 - 10526) + chr(49) + chr(0b1 + 0o60) + '\065', 0o10), ehT0Px3KOsy9(chr(1456 - 1408) + chr(0b1000111 + 0o50) + '\x32' + chr(0b110101) + chr(0b101100 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(2312 - 2201) + chr(51) + chr(235 - 187) + chr(2439 - 2388), 60580 - 60572), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(49) + '\x31' + chr(0b101101 + 0o4), 59375 - 59367), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100110 + 0o14) + '\x32' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x34' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(762 - 714) + chr(5390 - 5279) + chr(0b11010 + 0o27) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x32' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\x31' + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(0b101000 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b110000 + 0o77) + '\065' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7985 - 7874) + chr(2438 - 2388) + '\067' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10110 + 0o35) + chr(0b10000 + 0o47) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b100001 + 0o116) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(11152 - 11041) + chr(2327 - 2277) + '\061' + chr(2499 - 2445), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o2) + chr(49) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b100111 + 0o16) + chr(678 - 627), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1010 + 0o47) + chr(0b1000 + 0o53) + chr(0b110101), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1682 - 1634) + chr(0b1101111) + chr(0b110101) + chr(0b1111 + 0o41), 53754 - 53746)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + '\144' + '\145')(chr(117) + '\x74' + '\146' + '\x2d' + chr(1344 - 1288)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def m1cn7TlZPoaA(EzOtJ3kbK5x4, *kJDRfRhcZHjS, **M8EIoTs2GJXE): xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\xa48|?\x16\xf8V\x8db\xc9\x02'), chr(6767 - 6667) + '\145' + chr(99) + chr(0b1101111) + '\144' + chr(101))('\165' + '\164' + '\146' + chr(481 - 436) + chr(0b10111 + 0o41)))() EzOtJ3kbK5x4 = H9zaXRrGK6Cq.remote(EzOtJ3kbK5x4) ShZmEKfTkAOZ = H9zaXRrGK6Cq.get(EzOtJ3kbK5x4.remote(*kJDRfRhcZHjS)) O9ZaTa9vHEG8 = kzXqv8ZZwm75.stack()[ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b11 + 0o56), 0b1000)][ehT0Px3KOsy9('\x30' + chr(111) + '\063', 0b1000)] zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xe2E\x15j\x0e'), '\x64' + '\145' + chr(7060 - 6961) + '\157' + '\x64' + '\145')(chr(0b1000110 + 0o57) + chr(116) + chr(0b10001 + 0o125) + chr(45) + chr(56)) % (O9ZaTa9vHEG8, M8_cKLkHVB2V(ShZmEKfTkAOZ))) return ShZmEKfTkAOZ
ray-project/ray
examples/cython/cython_main.py
example6
def example6(): """Cython simple class""" ray.init() cls = ray.remote(cyth.simple_class) a1 = cls.remote() a2 = cls.remote() result1 = ray.get(a1.increment.remote()) result2 = ray.get(a2.increment.remote()) print(result1, result2)
python
def example6(): """Cython simple class""" ray.init() cls = ray.remote(cyth.simple_class) a1 = cls.remote() a2 = cls.remote() result1 = ray.get(a1.increment.remote()) result2 = ray.get(a2.increment.remote()) print(result1, result2)
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Cython simple class
[ "Cython", "simple", "class" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/examples/cython/cython_main.py#L73-L85
train
Cython simple class
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + chr(1041 - 992) + chr(0b10101 + 0o36) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(1793 - 1741) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(11836 - 11725) + chr(49) + chr(2511 - 2458) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1880 - 1832) + chr(2573 - 2462) + chr(2071 - 2022) + chr(1657 - 1609) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10584 - 10473) + chr(74 - 25) + chr(50) + chr(0b10011 + 0o41), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100111 + 0o12) + chr(631 - 580) + '\x35', 62001 - 61993), ehT0Px3KOsy9(chr(1883 - 1835) + chr(0b1101111) + chr(49) + '\x34' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + chr(0b110010) + chr(0b101010 + 0o14) + chr(55), 14029 - 14021), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(49) + chr(0b11001 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(1394 - 1346) + chr(0b1101111) + '\063' + '\x30' + '\x36', 0b1000), ehT0Px3KOsy9(chr(751 - 703) + chr(3674 - 3563) + chr(0b110011) + chr(0b110001) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + chr(0b110011) + chr(48) + chr(1012 - 958), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b10111 + 0o35) + chr(1324 - 1269), 0b1000), ehT0Px3KOsy9('\x30' + chr(7815 - 7704) + chr(0b110011) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(787 - 739) + '\157' + '\063' + chr(1246 - 1192) + chr(2448 - 2395), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101101 + 0o5) + chr(0b110111) + chr(0b100010 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1 + 0o60) + '\x35' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b1110 + 0o43) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(51) + chr(0b1 + 0o64) + chr(854 - 802), 311 - 303), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1111 + 0o44) + '\062' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100001 + 0o20) + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\067' + chr(1781 - 1730), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1812 - 1760) + chr(51), 39977 - 39969), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110110) + chr(2253 - 2201), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1881 - 1826) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1 + 0o62) + chr(0b110110) + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(49) + chr(0b110110) + '\x34', 8), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + chr(49) + chr(0b11 + 0o55) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110100), 33868 - 33860), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(1303 - 1192) + chr(2510 - 2459) + chr(55) + chr(0b110110), 49208 - 49200), ehT0Px3KOsy9(chr(1854 - 1806) + '\157' + '\062' + '\064' + '\065', 55048 - 55040), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(2241 - 2189) + '\065', 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1111 + 0o140) + chr(0b11011 + 0o32) + chr(0b110110), 51602 - 51594), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(137 - 87) + chr(0b101011 + 0o6) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(613 - 565) + chr(0b1 + 0o156) + chr(219 - 169) + chr(48) + chr(1535 - 1486), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(48) + '\x36', 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(3034 - 2923) + chr(0b101010 + 0o7) + '\061' + '\067', 37904 - 37896), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x36', 0b1000), ehT0Px3KOsy9(chr(2024 - 1976) + chr(0b1100001 + 0o16) + chr(0b101010 + 0o10) + chr(717 - 663) + chr(2651 - 2597), 26990 - 26982), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x30' + chr(96 - 48), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), 50325 - 50317)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b't'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1001 + 0o146) + chr(0b1100100) + chr(101))(chr(10879 - 10762) + chr(0b1110100) + chr(0b101011 + 0o73) + chr(0b101101) + chr(236 - 180)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def HORuYKkrmO4g(): xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xd4,\x0c$6!\xc4\xa8\x96\xff\x93'), '\144' + '\145' + chr(9733 - 9634) + chr(111) + '\x64' + chr(0b10101 + 0o120))('\165' + chr(116) + chr(0b1100110) + '\055' + '\x38'))() NSstowUUZlxS = H9zaXRrGK6Cq.remote(M4J4JbF9GeZx.simple_class) T5Srg1dsGOjU = NSstowUUZlxS.remote() qVvhefLJ17YM = NSstowUUZlxS.remote() YBl9OwreTopc = H9zaXRrGK6Cq.get(T5Srg1dsGOjU.increment.remote()) QRU5E2jjeBtR = H9zaXRrGK6Cq.get(qVvhefLJ17YM.increment.remote()) zLUzGokYBM2Z(YBl9OwreTopc, QRU5E2jjeBtR)
ray-project/ray
examples/cython/cython_main.py
example8
def example8(): """Cython with blas. NOTE: requires scipy""" # See cython_blas.pyx for argument documentation mat = np.array([[[2.0, 2.0], [2.0, 2.0]], [[2.0, 2.0], [2.0, 2.0]]], dtype=np.float32) result = np.zeros((2, 2), np.float32, order="C") run_func(cyth.compute_kernel_matrix, "L", "T", 2, 2, 1.0, mat, 0, 2, 1.0, result, 2 )
python
def example8(): """Cython with blas. NOTE: requires scipy""" # See cython_blas.pyx for argument documentation mat = np.array([[[2.0, 2.0], [2.0, 2.0]], [[2.0, 2.0], [2.0, 2.0]]], dtype=np.float32) result = np.zeros((2, 2), np.float32, order="C") run_func(cyth.compute_kernel_matrix, "L", "T", 2, 2, 1.0, mat, 0, 2, 1.0, result, 2 )
[ "def", "example8", "(", ")", ":", "# See cython_blas.pyx for argument documentation", "mat", "=", "np", ".", "array", "(", "[", "[", "[", "2.0", ",", "2.0", "]", ",", "[", "2.0", ",", "2.0", "]", "]", ",", "[", "[", "2.0", ",", "2.0", "]", ",", "[", "2.0", ",", "2.0", "]", "]", "]", ",", "dtype", "=", "np", ".", "float32", ")", "result", "=", "np", ".", "zeros", "(", "(", "2", ",", "2", ")", ",", "np", ".", "float32", ",", "order", "=", "\"C\"", ")", "run_func", "(", "cyth", ".", "compute_kernel_matrix", ",", "\"L\"", ",", "\"T\"", ",", "2", ",", "2", ",", "1.0", ",", "mat", ",", "0", ",", "2", ",", "1.0", ",", "result", ",", "2", ")" ]
Cython with blas. NOTE: requires scipy
[ "Cython", "with", "blas", ".", "NOTE", ":", "requires", "scipy" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/examples/cython/cython_main.py#L96-L116
train
Cython with blas.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(0b110001 + 0o1) + '\x33' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5144 - 5033) + chr(2128 - 2073) + chr(0b11110 + 0o23), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110100) + chr(0b110010), 53427 - 53419), ehT0Px3KOsy9('\x30' + chr(111) + chr(596 - 545) + '\x36' + chr(0b100010 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b100001 + 0o22) + chr(54) + chr(530 - 482), 4144 - 4136), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(1485 - 1436) + chr(51) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(52) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(265 - 214) + '\064', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b110010), 40672 - 40664), ehT0Px3KOsy9(chr(1460 - 1412) + '\x6f' + chr(370 - 319) + '\062' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\067' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100101 + 0o16) + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1101 + 0o46) + '\x30' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3119 - 3008) + chr(2272 - 2222) + chr(52) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\062' + chr(0b110011) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + '\065', 0o10), ehT0Px3KOsy9(chr(1196 - 1148) + '\157' + chr(0b110010) + chr(0b11011 + 0o32) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b100011 + 0o17) + '\064' + chr(0b100101 + 0o21), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1850 - 1799) + chr(1486 - 1431) + chr(0b10110 + 0o36), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(50) + '\067' + '\x31', 61435 - 61427), ehT0Px3KOsy9(chr(0b110000) + chr(9011 - 8900) + chr(0b1001 + 0o50) + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1001 + 0o146) + chr(0b110 + 0o55) + chr(0b110000) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b100011 + 0o20) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10812 - 10701) + '\061' + chr(0b110100) + chr(0b10001 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(1467 - 1414) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1918 - 1870) + chr(111) + '\x31' + '\x34' + '\067', 57905 - 57897), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(0b110111) + chr(380 - 328), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b11011 + 0o32) + chr(51), 8), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(0b10101 + 0o35) + '\061' + chr(0b10010 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(460 - 411) + chr(51) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + '\x32' + chr(0b110001) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1840 - 1792) + chr(0b1101111) + chr(1906 - 1857) + '\064' + chr(992 - 942), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1111 + 0o140) + '\061' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(1111 - 1059) + '\x30', 64857 - 64849), ehT0Px3KOsy9('\060' + chr(4019 - 3908) + chr(0b110 + 0o55) + chr(589 - 535) + chr(0b10111 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\x32' + chr(51) + chr(606 - 553), 1634 - 1626), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b100000 + 0o23) + '\066', 31433 - 31425), ehT0Px3KOsy9(chr(0b110000) + chr(700 - 589) + '\x35' + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10011 + 0o41) + chr(0b10001 + 0o40), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o5) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), chr(0b1000 + 0o134) + chr(101) + chr(0b1100011) + chr(8532 - 8421) + '\x64' + chr(5727 - 5626))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def VAEc8WJkBoZ3(): B46D_S81_RKA = WqUC3KWvYVup.B0ePDhpqxN5n([[[2.0, 2.0], [2.0, 2.0]], [[2.0, 2.0], [2.0, 2.0]]], dtype=WqUC3KWvYVup.float32) ShZmEKfTkAOZ = WqUC3KWvYVup.zeros((ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b110010), 8)), WqUC3KWvYVup.float32, order=xafqLlk3kkUe(SXOLrMavuUCe(b'\xda'), chr(100) + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\x66' + chr(0b11 + 0o52) + chr(0b101011 + 0o15))) m1cn7TlZPoaA(xafqLlk3kkUe(M4J4JbF9GeZx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfaVO\x85\x85+\x84\x03i\xb5\x0e\x88\xa3\xca\xc3@\xca\xd2\x8e\xd0s'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b111000 + 0o67) + chr(0b1100100) + chr(9432 - 9331))(chr(0b10111 + 0o136) + chr(116) + '\x66' + '\055' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1011001 + 0o26) + chr(6255 - 6155) + chr(0b11110 + 0o107))(chr(0b1010010 + 0o43) + chr(116) + chr(5066 - 4964) + chr(0b1110 + 0o37) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd'), '\x64' + chr(7524 - 7423) + chr(0b1100011) + chr(5338 - 5227) + chr(0b1100100) + chr(101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\x38'), ehT0Px3KOsy9('\x30' + chr(111) + chr(359 - 309), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(50), 8), 1.0, B46D_S81_RKA, ehT0Px3KOsy9(chr(48) + '\157' + chr(1248 - 1200), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + chr(0b110010), 8), 1.0, ShZmEKfTkAOZ, ehT0Px3KOsy9(chr(48) + chr(111) + '\x32', 8))
ray-project/ray
python/ray/rllib/agents/dqn/dqn_policy_graph.py
_adjust_nstep
def _adjust_nstep(n_step, gamma, obs, actions, rewards, new_obs, dones): """Rewrites the given trajectory fragments to encode n-step rewards. reward[i] = ( reward[i] * gamma**0 + reward[i+1] * gamma**1 + ... + reward[i+n_step-1] * gamma**(n_step-1)) The ith new_obs is also adjusted to point to the (i+n_step-1)'th new obs. At the end of the trajectory, n is truncated to fit in the traj length. """ assert not any(dones[:-1]), "Unexpected done in middle of trajectory" traj_length = len(rewards) for i in range(traj_length): for j in range(1, n_step): if i + j < traj_length: new_obs[i] = new_obs[i + j] dones[i] = dones[i + j] rewards[i] += gamma**j * rewards[i + j]
python
def _adjust_nstep(n_step, gamma, obs, actions, rewards, new_obs, dones): """Rewrites the given trajectory fragments to encode n-step rewards. reward[i] = ( reward[i] * gamma**0 + reward[i+1] * gamma**1 + ... + reward[i+n_step-1] * gamma**(n_step-1)) The ith new_obs is also adjusted to point to the (i+n_step-1)'th new obs. At the end of the trajectory, n is truncated to fit in the traj length. """ assert not any(dones[:-1]), "Unexpected done in middle of trajectory" traj_length = len(rewards) for i in range(traj_length): for j in range(1, n_step): if i + j < traj_length: new_obs[i] = new_obs[i + j] dones[i] = dones[i + j] rewards[i] += gamma**j * rewards[i + j]
[ "def", "_adjust_nstep", "(", "n_step", ",", "gamma", ",", "obs", ",", "actions", ",", "rewards", ",", "new_obs", ",", "dones", ")", ":", "assert", "not", "any", "(", "dones", "[", ":", "-", "1", "]", ")", ",", "\"Unexpected done in middle of trajectory\"", "traj_length", "=", "len", "(", "rewards", ")", "for", "i", "in", "range", "(", "traj_length", ")", ":", "for", "j", "in", "range", "(", "1", ",", "n_step", ")", ":", "if", "i", "+", "j", "<", "traj_length", ":", "new_obs", "[", "i", "]", "=", "new_obs", "[", "i", "+", "j", "]", "dones", "[", "i", "]", "=", "dones", "[", "i", "+", "j", "]", "rewards", "[", "i", "]", "+=", "gamma", "**", "j", "*", "rewards", "[", "i", "+", "j", "]" ]
Rewrites the given trajectory fragments to encode n-step rewards. reward[i] = ( reward[i] * gamma**0 + reward[i+1] * gamma**1 + ... + reward[i+n_step-1] * gamma**(n_step-1)) The ith new_obs is also adjusted to point to the (i+n_step-1)'th new obs. At the end of the trajectory, n is truncated to fit in the traj length.
[ "Rewrites", "the", "given", "trajectory", "fragments", "to", "encode", "n", "-", "step", "rewards", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/dqn/dqn_policy_graph.py#L603-L625
train
Adjusts the given trajectory to encode n - step rewards and new_obs.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(5196 - 5085) + chr(50) + chr(0b101110 + 0o7) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x34' + chr(55), 34093 - 34085), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(54) + '\x35', 0b1000), ehT0Px3KOsy9(chr(2084 - 2036) + chr(0b10100 + 0o133) + chr(0b110011) + '\x32' + chr(0b101100 + 0o11), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b100011 + 0o23) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + '\063' + chr(0b0 + 0o62) + chr(0b11010 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\062' + '\x33' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11010 + 0o30) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2432 - 2382) + chr(0b100011 + 0o20) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b111100 + 0o63) + chr(51) + '\063' + chr(1659 - 1610), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7315 - 7204) + chr(49) + chr(0b11011 + 0o25) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8574 - 8463) + '\x31' + chr(0b10111 + 0o31) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b11001 + 0o32) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\064' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2292 - 2243) + chr(0b110011) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11801 - 11690) + '\062' + chr(0b110101) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(787 - 736) + chr(0b110101) + '\063', 14478 - 14470), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10 + 0o64) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101011 + 0o7) + '\060' + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(225 - 177) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b101001 + 0o14) + chr(0b110001 + 0o5), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b10000 + 0o46) + chr(0b110101), 60536 - 60528), ehT0Px3KOsy9(chr(211 - 163) + chr(0b1101111) + chr(1550 - 1498) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1650 - 1597) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3851 - 3740) + chr(0b11001 + 0o30) + chr(556 - 508) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x35' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1921 - 1871) + chr(0b110001) + chr(0b100000 + 0o21), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(526 - 473) + chr(1675 - 1624), 8), ehT0Px3KOsy9('\060' + '\157' + chr(870 - 819) + chr(0b110100) + chr(1822 - 1772), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(1494 - 1445) + chr(0b11000 + 0o35) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(51) + '\063', 29894 - 29886), ehT0Px3KOsy9(chr(0b110000) + chr(3711 - 3600) + '\x31' + chr(0b110101 + 0o1) + chr(2226 - 2176), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6943 - 6832) + chr(0b10001 + 0o40) + '\065' + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(2290 - 2179) + '\x31' + '\x34' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(453 - 405) + chr(0b1101111) + chr(0b110001) + chr(0b110000) + chr(0b110001), 42405 - 42397), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1100001 + 0o16) + chr(0b110010) + chr(52) + chr(0b101111 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(0b110011) + chr(0b110111) + '\x35', 0o10), ehT0Px3KOsy9(chr(1713 - 1665) + chr(0b1101111) + chr(725 - 675) + chr(48) + chr(0b11011 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\061' + chr(1082 - 1027) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x31' + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11 + 0o62) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), chr(7692 - 7592) + chr(0b1010110 + 0o17) + '\143' + chr(10220 - 10109) + '\x64' + '\145')(chr(10927 - 10810) + chr(116) + '\x66' + chr(0b101101) + chr(0b1011 + 0o55)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def B77nEnefxoOe(bcCUv0Rulppk, nfeH4ZtvQXsW, HUAx0lWcwxPP, WCl6VUkME_8I, yrDfr6ll4Ijz, KqpveoXik0QF, ijPEVpFpIejc): assert not UVSi4XW7eBIM(ijPEVpFpIejc[:-ehT0Px3KOsy9(chr(2123 - 2075) + chr(5561 - 5450) + chr(2269 - 2220), 53335 - 53327)]), xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc\x89P\xad\x86\xb4\xffa\xf9\xbdb#\xb3\x889\x8c\x82^\xa4+\xc7\x11GG"\x0e\xe6\x8d\xc2\x18\xe9\x13\x02\x05"\xd0\x92\xf3\x01'), chr(0b100010 + 0o102) + chr(101) + chr(0b1100011) + chr(0b1001010 + 0o45) + chr(100) + '\145')(chr(0b1100101 + 0o20) + '\164' + '\x66' + '\055' + chr(61 - 5)) Se0jMMdNgrvh = c2A0yzQpDQB3(yrDfr6ll4Ijz) for WVxHKyX45z_L in vQr8gNKaIaWE(Se0jMMdNgrvh): for tlORBuYsiw3X in vQr8gNKaIaWE(ehT0Px3KOsy9('\x30' + chr(111) + '\x31', 8), bcCUv0Rulppk): if WVxHKyX45z_L + tlORBuYsiw3X < Se0jMMdNgrvh: KqpveoXik0QF[WVxHKyX45z_L] = KqpveoXik0QF[WVxHKyX45z_L + tlORBuYsiw3X] ijPEVpFpIejc[WVxHKyX45z_L] = ijPEVpFpIejc[WVxHKyX45z_L + tlORBuYsiw3X] yrDfr6ll4Ijz[WVxHKyX45z_L] += nfeH4ZtvQXsW ** tlORBuYsiw3X * yrDfr6ll4Ijz[WVxHKyX45z_L + tlORBuYsiw3X]
ray-project/ray
python/ray/rllib/agents/dqn/dqn_policy_graph.py
_reduce_mean_ignore_inf
def _reduce_mean_ignore_inf(x, axis): """Same as tf.reduce_mean() but ignores -inf values.""" mask = tf.not_equal(x, tf.float32.min) x_zeroed = tf.where(mask, x, tf.zeros_like(x)) return (tf.reduce_sum(x_zeroed, axis) / tf.reduce_sum( tf.cast(mask, tf.float32), axis))
python
def _reduce_mean_ignore_inf(x, axis): """Same as tf.reduce_mean() but ignores -inf values.""" mask = tf.not_equal(x, tf.float32.min) x_zeroed = tf.where(mask, x, tf.zeros_like(x)) return (tf.reduce_sum(x_zeroed, axis) / tf.reduce_sum( tf.cast(mask, tf.float32), axis))
[ "def", "_reduce_mean_ignore_inf", "(", "x", ",", "axis", ")", ":", "mask", "=", "tf", ".", "not_equal", "(", "x", ",", "tf", ".", "float32", ".", "min", ")", "x_zeroed", "=", "tf", ".", "where", "(", "mask", ",", "x", ",", "tf", ".", "zeros_like", "(", "x", ")", ")", "return", "(", "tf", ".", "reduce_sum", "(", "x_zeroed", ",", "axis", ")", "/", "tf", ".", "reduce_sum", "(", "tf", ".", "cast", "(", "mask", ",", "tf", ".", "float32", ")", ",", "axis", ")", ")" ]
Same as tf.reduce_mean() but ignores -inf values.
[ "Same", "as", "tf", ".", "reduce_mean", "()", "but", "ignores", "-", "inf", "values", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/dqn/dqn_policy_graph.py#L652-L657
train
Same as tf. reduce_mean but ignores - inf values.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\065' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b111 + 0o54) + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(1707 - 1657) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\061' + chr(49) + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(162 - 113) + '\x33' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8164 - 8053) + chr(0b110011) + chr(0b110110) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(53) + '\x36', 0b1000), ehT0Px3KOsy9(chr(2199 - 2151) + chr(2130 - 2019) + '\063' + chr(848 - 795) + chr(2338 - 2285), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + '\x36' + '\060', 20582 - 20574), ehT0Px3KOsy9(chr(937 - 889) + chr(0b110111 + 0o70) + '\067' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(868 - 820) + chr(0b1101111) + chr(51) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1621 - 1573) + chr(0b11101 + 0o122) + chr(0b110001) + '\x33' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2763 - 2652) + chr(51) + '\x32' + chr(0b1010 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b1001 + 0o50) + chr(0b1111 + 0o41) + '\x36', 22087 - 22079), ehT0Px3KOsy9(chr(636 - 588) + chr(111) + chr(0b11101 + 0o24) + chr(53) + chr(850 - 802), 61047 - 61039), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(529 - 479) + chr(835 - 782), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + '\x32' + chr(0b11101 + 0o26) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(392 - 341) + chr(48) + chr(0b110001), 54685 - 54677), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(436 - 325) + chr(1511 - 1461) + chr(0b100100 + 0o14) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110110) + chr(0b10111 + 0o40), 0o10), ehT0Px3KOsy9('\x30' + chr(7597 - 7486) + chr(0b10000 + 0o42) + chr(0b101110 + 0o5) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110111) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001), 29908 - 29900), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(0b101000 + 0o11) + chr(1139 - 1087), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b100010 + 0o25) + chr(0b1111 + 0o45), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\064' + chr(618 - 566), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(0b100111 + 0o14) + chr(215 - 165) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1011000 + 0o27) + chr(888 - 838) + chr(0b110111) + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b101110 + 0o10) + '\063', 31628 - 31620), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6845 - 6734) + chr(0b101011 + 0o6) + chr(0b110111) + chr(0b100101 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\x33' + chr(151 - 98) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11100 + 0o25) + chr(51) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + chr(305 - 256) + chr(0b110000) + chr(195 - 147), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b1001 + 0o54) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11420 - 11309) + chr(52) + chr(0b100100 + 0o21), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + '\x31' + '\063' + chr(0b1110 + 0o47), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x34' + '\x34', 17536 - 17528)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x05'), '\144' + '\145' + chr(0b11101 + 0o106) + chr(0b10101 + 0o132) + '\144' + chr(0b101110 + 0o67))(chr(6767 - 6650) + chr(0b1011000 + 0o34) + chr(0b101000 + 0o76) + chr(0b101101) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def fASC_qSLxOXc(OeWW0F1dBPRQ, cRTh61qyvi24): Iz1jSgUKZDvt = IDJ2eXGCBCDu.not_equal(OeWW0F1dBPRQ, IDJ2eXGCBCDu.float32.Dx22bkKPdt5d) YpdlKIYgX8LB = IDJ2eXGCBCDu.dRFAC59yQBm_(Iz1jSgUKZDvt, OeWW0F1dBPRQ, IDJ2eXGCBCDu.zeros_like(OeWW0F1dBPRQ)) return xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xba\xb1?9\x90\xf1\x9eEW'), chr(100) + chr(101) + chr(0b1100011) + chr(5731 - 5620) + '\x64' + '\x65')(chr(2012 - 1895) + '\x74' + '\x66' + '\x2d' + chr(56)))(YpdlKIYgX8LB, cRTh61qyvi24) / xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xba\xb1?9\x90\xf1\x9eEW'), '\x64' + '\145' + chr(99) + chr(0b1100101 + 0o12) + '\x64' + chr(5661 - 5560))(chr(0b1110101) + chr(5108 - 4992) + '\x66' + '\x2d' + chr(0b10101 + 0o43)))(xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'H\xbe\xa6>'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(8093 - 7993) + chr(0b1100101))(chr(4715 - 4598) + chr(116) + '\x66' + chr(45) + '\070'))(Iz1jSgUKZDvt, xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'M\xb3\xba+.\xc6\x9c'), '\x64' + chr(1819 - 1718) + chr(0b10101 + 0o116) + chr(2780 - 2669) + '\x64' + chr(0b101100 + 0o71))(chr(0b111011 + 0o72) + '\x74' + '\146' + '\055' + '\x38'))), cRTh61qyvi24)
ray-project/ray
python/ray/rllib/agents/dqn/dqn_policy_graph.py
_huber_loss
def _huber_loss(x, delta=1.0): """Reference: https://en.wikipedia.org/wiki/Huber_loss""" return tf.where( tf.abs(x) < delta, tf.square(x) * 0.5, delta * (tf.abs(x) - 0.5 * delta))
python
def _huber_loss(x, delta=1.0): """Reference: https://en.wikipedia.org/wiki/Huber_loss""" return tf.where( tf.abs(x) < delta, tf.square(x) * 0.5, delta * (tf.abs(x) - 0.5 * delta))
[ "def", "_huber_loss", "(", "x", ",", "delta", "=", "1.0", ")", ":", "return", "tf", ".", "where", "(", "tf", ".", "abs", "(", "x", ")", "<", "delta", ",", "tf", ".", "square", "(", "x", ")", "*", "0.5", ",", "delta", "*", "(", "tf", ".", "abs", "(", "x", ")", "-", "0.5", "*", "delta", ")", ")" ]
Reference: https://en.wikipedia.org/wiki/Huber_loss
[ "Reference", ":", "https", ":", "//", "en", ".", "wikipedia", ".", "org", "/", "wiki", "/", "Huber_loss" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/dqn/dqn_policy_graph.py#L660-L664
train
Reference to huber loss.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10 + 0o60) + '\x37' + chr(0b11110 + 0o23), 9656 - 9648), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + '\064' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x37' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11011 + 0o32) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1170 - 1122) + chr(111) + '\061' + '\x34' + chr(0b100 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\x32' + chr(0b110011) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1618 - 1570) + chr(0b1101111) + chr(0b110001) + chr(0b110100) + chr(839 - 785), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110100) + '\062', 19428 - 19420), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + '\x33' + chr(51) + chr(797 - 748), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x35' + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1549 - 1499) + '\061' + chr(0b10010 + 0o42), 49172 - 49164), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1421 - 1372) + '\x33' + '\063', 53485 - 53477), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\062' + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(9476 - 9365) + '\062' + '\065' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b110111) + chr(385 - 331), 40488 - 40480), ehT0Px3KOsy9(chr(48) + chr(1020 - 909) + chr(0b110001) + chr(0b101100 + 0o10) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9815 - 9704) + chr(51) + chr(51) + chr(0b101010 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(2348 - 2299) + chr(927 - 873), 0b1000), ehT0Px3KOsy9(chr(1901 - 1853) + chr(0b1100100 + 0o13) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(0b100110 + 0o15) + chr(54) + chr(0b110010), 27233 - 27225), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b10100 + 0o34) + chr(2879 - 2824), 0o10), ehT0Px3KOsy9(chr(1295 - 1247) + chr(111) + chr(0b110010) + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110100) + chr(1828 - 1780), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + '\061' + chr(1371 - 1322) + '\066', 0b1000), ehT0Px3KOsy9(chr(1690 - 1642) + '\x6f' + '\x32' + '\063' + '\066', 8), ehT0Px3KOsy9(chr(408 - 360) + '\x6f' + chr(0b110001) + chr(297 - 243) + '\067', 10766 - 10758), ehT0Px3KOsy9('\x30' + chr(5990 - 5879) + '\x32' + chr(0b110101) + '\065', 45433 - 45425), ehT0Px3KOsy9(chr(1096 - 1048) + '\157' + chr(872 - 821) + chr(55) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1814 - 1766) + chr(0b1101111) + chr(0b101011 + 0o7) + '\x32' + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\066' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6449 - 6338) + chr(49) + chr(0b110000) + chr(0b10100 + 0o42), 0b1000), ehT0Px3KOsy9(chr(881 - 833) + chr(0b1101111) + chr(0b110011) + chr(0b100011 + 0o22) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10110 + 0o34) + '\x35' + chr(1423 - 1370), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(48) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + '\x33' + '\066' + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11010 + 0o31) + chr(0b100100 + 0o20) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(0b110001) + '\x34' + '\x30', 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(2764 - 2653) + '\061' + chr(0b110001) + '\x37', 44035 - 44027), ehT0Px3KOsy9('\x30' + chr(11018 - 10907) + '\064' + chr(0b10010 + 0o44), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x97'), chr(4825 - 4725) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1001010 + 0o33))(chr(117) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b1011 + 0o55)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PkOT9CX4UaQm(OeWW0F1dBPRQ, cWaXceDbkqGZ=1.0): return xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xddw|m%\xab_\x9b\x88\xaf\xe1\x04'), '\x64' + '\145' + '\143' + chr(111) + '\x64' + '\145')(chr(0b1101 + 0o150) + chr(0b1110100) + chr(0b1100110) + chr(986 - 941) + chr(0b101100 + 0o14)))(xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8GI'), chr(6560 - 6460) + '\x65' + '\143' + chr(111) + chr(0b1100100) + chr(4026 - 3925))(chr(0b1110101) + '\x74' + '\146' + chr(1408 - 1363) + '\070'))(OeWW0F1dBPRQ) < cWaXceDbkqGZ, xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcaTOM\x14\xfb'), chr(329 - 229) + chr(0b1100101) + '\x63' + chr(9841 - 9730) + chr(0b101101 + 0o67) + chr(0b101011 + 0o72))(chr(117) + chr(137 - 21) + chr(0b1001100 + 0o32) + '\x2d' + chr(56)))(OeWW0F1dBPRQ) * 0.5, cWaXceDbkqGZ * (xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8GI'), chr(100) + chr(0b100111 + 0o76) + chr(99) + chr(111) + '\x64' + chr(101))('\x75' + chr(187 - 71) + '\x66' + '\055' + '\x38'))(OeWW0F1dBPRQ) - 0.5 * cWaXceDbkqGZ))
ray-project/ray
python/ray/rllib/agents/dqn/dqn_policy_graph.py
_minimize_and_clip
def _minimize_and_clip(optimizer, objective, var_list, clip_val=10): """Minimized `objective` using `optimizer` w.r.t. variables in `var_list` while ensure the norm of the gradients for each variable is clipped to `clip_val` """ gradients = optimizer.compute_gradients(objective, var_list=var_list) for i, (grad, var) in enumerate(gradients): if grad is not None: gradients[i] = (tf.clip_by_norm(grad, clip_val), var) return gradients
python
def _minimize_and_clip(optimizer, objective, var_list, clip_val=10): """Minimized `objective` using `optimizer` w.r.t. variables in `var_list` while ensure the norm of the gradients for each variable is clipped to `clip_val` """ gradients = optimizer.compute_gradients(objective, var_list=var_list) for i, (grad, var) in enumerate(gradients): if grad is not None: gradients[i] = (tf.clip_by_norm(grad, clip_val), var) return gradients
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Minimized `objective` using `optimizer` w.r.t. variables in `var_list` while ensure the norm of the gradients for each variable is clipped to `clip_val`
[ "Minimized", "objective", "using", "optimizer", "w", ".", "r", ".", "t", ".", "variables", "in", "var_list", "while", "ensure", "the", "norm", "of", "the", "gradients", "for", "each", "variable", "is", "clipped", "to", "clip_val" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/dqn/dqn_policy_graph.py#L667-L676
train
Minimized objective using optimizer w. r. t. variables var_list while ensure the norm of the gradients for each cluster is clipped to clip_val.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(636 - 584) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(2479 - 2368) + chr(0b110011) + chr(0b110001) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2343 - 2290) + chr(0b110011), 62014 - 62006), ehT0Px3KOsy9(chr(641 - 593) + chr(0b1101111) + chr(0b110010) + chr(1170 - 1118) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(2560 - 2505) + chr(0b1000 + 0o57), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100000 + 0o23) + chr(55), 11374 - 11366), ehT0Px3KOsy9(chr(1698 - 1650) + chr(0b1101111) + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100001 + 0o21) + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(0b110010) + chr(0b110101) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(1736 - 1685) + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(365 - 317) + chr(111) + '\x33' + chr(0b110110) + chr(0b111 + 0o60), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9104 - 8993) + chr(1678 - 1625) + chr(0b100011 + 0o23), 0o10), ehT0Px3KOsy9(chr(48) + chr(2818 - 2707) + '\x33' + chr(50) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\061' + chr(48) + chr(1966 - 1915), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(2244 - 2193) + chr(0b110010) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2310 - 2260) + chr(0b101111 + 0o6) + chr(555 - 506), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(51) + chr(50), 59960 - 59952), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(2342 - 2290) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + '\x33' + '\x35' + chr(0b110110), 16713 - 16705), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + '\065' + chr(0b110001), 6862 - 6854), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(535 - 485) + '\061' + chr(1200 - 1150), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\063' + '\x35' + chr(1513 - 1465), 35813 - 35805), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(50) + chr(1791 - 1743), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\062' + '\066' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110001) + '\x35', 18835 - 18827), ehT0Px3KOsy9(chr(0b110000) + chr(2338 - 2227) + '\x33' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + '\062' + '\064' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(52) + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + chr(4841 - 4730) + chr(0b101110 + 0o3) + chr(54) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(579 - 531) + chr(0b110001 + 0o76) + chr(0b101010 + 0o14) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\067' + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(1345 - 1295) + chr(55) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x33' + chr(1470 - 1418), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9(chr(1913 - 1865) + '\x6f' + chr(0b100110 + 0o14) + chr(50) + chr(0b101001 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + '\061' + chr(0b110000) + '\x32', 55068 - 55060)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\065' + chr(63 - 15), 1646 - 1638)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x08'), '\144' + chr(7725 - 7624) + '\x63' + '\157' + chr(6759 - 6659) + chr(0b101101 + 0o70))('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def boeHjzeQcc0j(XdKNcYRObPK3, Ky8KMSzRafTo, WjzhQmqLR1lh, TDRnGHHH5BP9=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110010), ord("\x08"))): BGRIyyEhFDYw = XdKNcYRObPK3.compute_gradients(Ky8KMSzRafTo, var_list=WjzhQmqLR1lh) for (WVxHKyX45z_L, (RF_2NucJiY7o, l38lb8xQZNsE)) in YlkZvXL8qwsX(BGRIyyEhFDYw): if RF_2NucJiY7o is not None: BGRIyyEhFDYw[WVxHKyX45z_L] = (IDJ2eXGCBCDu.clip_by_norm(RF_2NucJiY7o, TDRnGHHH5BP9), l38lb8xQZNsE) return BGRIyyEhFDYw
ray-project/ray
python/ray/rllib/agents/dqn/dqn_policy_graph.py
_scope_vars
def _scope_vars(scope, trainable_only=False): """ Get variables inside a scope The scope can be specified as a string Parameters ---------- scope: str or VariableScope scope in which the variables reside. trainable_only: bool whether or not to return only the variables that were marked as trainable. Returns ------- vars: [tf.Variable] list of variables in `scope`. """ return tf.get_collection( tf.GraphKeys.TRAINABLE_VARIABLES if trainable_only else tf.GraphKeys.VARIABLES, scope=scope if isinstance(scope, str) else scope.name)
python
def _scope_vars(scope, trainable_only=False): """ Get variables inside a scope The scope can be specified as a string Parameters ---------- scope: str or VariableScope scope in which the variables reside. trainable_only: bool whether or not to return only the variables that were marked as trainable. Returns ------- vars: [tf.Variable] list of variables in `scope`. """ return tf.get_collection( tf.GraphKeys.TRAINABLE_VARIABLES if trainable_only else tf.GraphKeys.VARIABLES, scope=scope if isinstance(scope, str) else scope.name)
[ "def", "_scope_vars", "(", "scope", ",", "trainable_only", "=", "False", ")", ":", "return", "tf", ".", "get_collection", "(", "tf", ".", "GraphKeys", ".", "TRAINABLE_VARIABLES", "if", "trainable_only", "else", "tf", ".", "GraphKeys", ".", "VARIABLES", ",", "scope", "=", "scope", "if", "isinstance", "(", "scope", ",", "str", ")", "else", "scope", ".", "name", ")" ]
Get variables inside a scope The scope can be specified as a string Parameters ---------- scope: str or VariableScope scope in which the variables reside. trainable_only: bool whether or not to return only the variables that were marked as trainable. Returns ------- vars: [tf.Variable] list of variables in `scope`.
[ "Get", "variables", "inside", "a", "scope", "The", "scope", "can", "be", "specified", "as", "a", "string" ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/dqn/dqn_policy_graph.py#L679-L700
train
Returns a list of variables inside a scope.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2197 - 2149) + chr(0b1101111) + chr(49) + '\060' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\x30' + chr(54), 21748 - 21740), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1011001 + 0o26) + chr(0b100011 + 0o17) + chr(0b100000 + 0o25) + chr(695 - 642), 22824 - 22816), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37' + chr(0b11110 + 0o25), 39202 - 39194), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o15) + chr(48) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(2112 - 2059) + chr(538 - 483), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(6720 - 6609) + chr(828 - 777) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(1748 - 1699) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1360 - 1309) + chr(0b110111 + 0o0) + '\064', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100010 + 0o20) + chr(2184 - 2132), 0b1000), ehT0Px3KOsy9('\x30' + chr(194 - 83) + chr(52) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + '\065' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110110) + chr(0b1101 + 0o46), 0o10), ehT0Px3KOsy9(chr(1760 - 1712) + chr(0b1101111) + chr(49) + chr(0b110110) + chr(0b110 + 0o60), 0o10), ehT0Px3KOsy9(chr(1810 - 1762) + chr(5810 - 5699) + '\061' + '\x35' + chr(681 - 627), 0o10), ehT0Px3KOsy9(chr(48) + chr(2648 - 2537) + chr(0b100110 + 0o15) + chr(50) + chr(0b110010), 18753 - 18745), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b110010), 65376 - 65368), ehT0Px3KOsy9('\x30' + chr(8235 - 8124) + '\062' + chr(0b110010) + '\x33', 0o10), ehT0Px3KOsy9(chr(493 - 445) + chr(0b1010011 + 0o34) + '\063' + chr(0b11011 + 0o27) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b100011 + 0o16) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11011 + 0o26) + '\064' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1966 - 1855) + chr(2891 - 2836) + '\x32', 63571 - 63563), ehT0Px3KOsy9(chr(373 - 325) + chr(4754 - 4643) + '\x33' + chr(1691 - 1638) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(5353 - 5242) + chr(0b110100 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b111011 + 0o64) + '\061' + chr(0b110011 + 0o3) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110111) + chr(0b100101 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(328 - 278) + chr(2550 - 2498), 8), ehT0Px3KOsy9(chr(2257 - 2209) + chr(0b1101111) + chr(0b110001) + '\x36', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\x33' + chr(0b101100 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\062' + chr(2686 - 2633) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1100110 + 0o11) + chr(50) + chr(0b110110) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(7381 - 7270) + chr(0b10011 + 0o36) + chr(1943 - 1893) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + chr(0b11001 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b110100) + chr(0b110001), 27695 - 27687), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(0b101101 + 0o12), 14609 - 14601), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\060' + chr(0b10000 + 0o43), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1090 - 1041) + chr(574 - 526), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b101 + 0o152) + '\061' + '\064' + chr(0b110011), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'n'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1110 + 0o141) + chr(100) + chr(101))(chr(4738 - 4621) + chr(0b100000 + 0o124) + chr(7264 - 7162) + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def UjT8IZB1A_HK(CJBHNoj4zKoT, COTEPY9ucbof=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000), 8)): return xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b"'\xe3\xd9d\xa7@\x90b\x99wRG\x9c\x18"), '\x64' + chr(0b111000 + 0o55) + chr(0b1011111 + 0o4) + chr(3265 - 3154) + '\144' + '\145')('\165' + chr(116) + '\x66' + chr(0b101011 + 0o2) + '\x38'))(xafqLlk3kkUe(IDJ2eXGCBCDu.GraphKeys, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xd4\xecr\x8an\xbeB\xb9Kpo\xa1?/\x90F\xd6\x82'), chr(100) + chr(0b1100101) + chr(0b1001 + 0o132) + '\157' + '\144' + chr(7118 - 7017))(chr(0b110101 + 0o100) + chr(6983 - 6867) + chr(0b1100110) + chr(0b101101) + chr(0b111000))) if COTEPY9ucbof else xafqLlk3kkUe(IDJ2eXGCBCDu.GraphKeys, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xc7\xffr\x85m\xb0K\xaf'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(4298 - 4198) + '\145')('\x75' + '\164' + chr(4395 - 4293) + '\x2d' + '\070')), scope=CJBHNoj4zKoT if PlSM16l2KDPD(CJBHNoj4zKoT, M8_cKLkHVB2V) else xafqLlk3kkUe(CJBHNoj4zKoT, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xcf\xdbq\x96U\xb0j\xb8rAh'), '\x64' + chr(101) + '\143' + '\157' + chr(100) + '\145')('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(719 - 663))))
ray-project/ray
python/ray/rllib/agents/dqn/dqn_policy_graph.py
QNetwork.noisy_layer
def noisy_layer(self, prefix, action_in, out_size, sigma0, non_linear=True): """ a common dense layer: y = w^{T}x + b a noisy layer: y = (w + \epsilon_w*\sigma_w)^{T}x + (b+\epsilon_b*\sigma_b) where \epsilon are random variables sampled from factorized normal distributions and \sigma are trainable variables which are expected to vanish along the training procedure """ in_size = int(action_in.shape[1]) epsilon_in = tf.random_normal(shape=[in_size]) epsilon_out = tf.random_normal(shape=[out_size]) epsilon_in = self.f_epsilon(epsilon_in) epsilon_out = self.f_epsilon(epsilon_out) epsilon_w = tf.matmul( a=tf.expand_dims(epsilon_in, -1), b=tf.expand_dims(epsilon_out, 0)) epsilon_b = epsilon_out sigma_w = tf.get_variable( name=prefix + "_sigma_w", shape=[in_size, out_size], dtype=tf.float32, initializer=tf.random_uniform_initializer( minval=-1.0 / np.sqrt(float(in_size)), maxval=1.0 / np.sqrt(float(in_size)))) # TF noise generation can be unreliable on GPU # If generating the noise on the CPU, # lowering sigma0 to 0.1 may be helpful sigma_b = tf.get_variable( name=prefix + "_sigma_b", shape=[out_size], dtype=tf.float32, # 0.5~GPU, 0.1~CPU initializer=tf.constant_initializer( sigma0 / np.sqrt(float(in_size)))) w = tf.get_variable( name=prefix + "_fc_w", shape=[in_size, out_size], dtype=tf.float32, initializer=layers.xavier_initializer()) b = tf.get_variable( name=prefix + "_fc_b", shape=[out_size], dtype=tf.float32, initializer=tf.zeros_initializer()) action_activation = tf.nn.xw_plus_b(action_in, w + sigma_w * epsilon_w, b + sigma_b * epsilon_b) if not non_linear: return action_activation return tf.nn.relu(action_activation)
python
def noisy_layer(self, prefix, action_in, out_size, sigma0, non_linear=True): """ a common dense layer: y = w^{T}x + b a noisy layer: y = (w + \epsilon_w*\sigma_w)^{T}x + (b+\epsilon_b*\sigma_b) where \epsilon are random variables sampled from factorized normal distributions and \sigma are trainable variables which are expected to vanish along the training procedure """ in_size = int(action_in.shape[1]) epsilon_in = tf.random_normal(shape=[in_size]) epsilon_out = tf.random_normal(shape=[out_size]) epsilon_in = self.f_epsilon(epsilon_in) epsilon_out = self.f_epsilon(epsilon_out) epsilon_w = tf.matmul( a=tf.expand_dims(epsilon_in, -1), b=tf.expand_dims(epsilon_out, 0)) epsilon_b = epsilon_out sigma_w = tf.get_variable( name=prefix + "_sigma_w", shape=[in_size, out_size], dtype=tf.float32, initializer=tf.random_uniform_initializer( minval=-1.0 / np.sqrt(float(in_size)), maxval=1.0 / np.sqrt(float(in_size)))) # TF noise generation can be unreliable on GPU # If generating the noise on the CPU, # lowering sigma0 to 0.1 may be helpful sigma_b = tf.get_variable( name=prefix + "_sigma_b", shape=[out_size], dtype=tf.float32, # 0.5~GPU, 0.1~CPU initializer=tf.constant_initializer( sigma0 / np.sqrt(float(in_size)))) w = tf.get_variable( name=prefix + "_fc_w", shape=[in_size, out_size], dtype=tf.float32, initializer=layers.xavier_initializer()) b = tf.get_variable( name=prefix + "_fc_b", shape=[out_size], dtype=tf.float32, initializer=tf.zeros_initializer()) action_activation = tf.nn.xw_plus_b(action_in, w + sigma_w * epsilon_w, b + sigma_b * epsilon_b) if not non_linear: return action_activation return tf.nn.relu(action_activation)
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a common dense layer: y = w^{T}x + b a noisy layer: y = (w + \epsilon_w*\sigma_w)^{T}x + (b+\epsilon_b*\sigma_b) where \epsilon are random variables sampled from factorized normal distributions and \sigma are trainable variables which are expected to vanish along the training procedure
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/dqn/dqn_policy_graph.py#L256-L308
train
A noisy layer for a single entry in the system.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1651 - 1603) + '\x6f' + '\x33' + chr(0b110011) + chr(0b10100 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(1652 - 1541) + chr(51) + chr(0b100110 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x37' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b111 + 0o53) + chr(0b10100 + 0o42) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x31' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3323 - 3212) + '\062' + chr(54) + '\067', 0b1000), ehT0Px3KOsy9(chr(1947 - 1899) + '\157' + chr(0b110010) + '\x32' + '\x35', 61381 - 61373), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x35' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101100 + 0o3) + '\061' + chr(0b1 + 0o65) + chr(0b1100 + 0o45), 21377 - 21369), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(2433 - 2380) + chr(0b1010 + 0o52), 18967 - 18959), ehT0Px3KOsy9(chr(1084 - 1036) + chr(0b1101111) + chr(50) + '\066' + '\067', 8), ehT0Px3KOsy9(chr(1838 - 1790) + '\157' + '\063' + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\067' + chr(960 - 909), 0o10), ehT0Px3KOsy9(chr(496 - 448) + chr(0b1101111) + chr(0b100111 + 0o13) + chr(848 - 800) + chr(2806 - 2753), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\063' + chr(1318 - 1263), 0o10), ehT0Px3KOsy9(chr(623 - 575) + '\x6f' + chr(0b110011) + chr(51) + '\x33', 37028 - 37020), ehT0Px3KOsy9(chr(543 - 495) + '\157' + chr(0b110011) + chr(0b110111) + '\061', 11804 - 11796), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b110001 + 0o6) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(1635 - 1586) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(52) + chr(1552 - 1497), ord("\x08")), ehT0Px3KOsy9(chr(967 - 919) + chr(10723 - 10612) + '\x33' + chr(0b110011) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(1171 - 1120) + chr(0b110 + 0o55) + chr(75 - 26), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x35' + chr(0b110000 + 0o2), 48510 - 48502), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x34' + chr(0b110110), 4107 - 4099), ehT0Px3KOsy9(chr(427 - 379) + chr(1046 - 935) + chr(0b110010) + chr(48) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + '\x33' + '\x30' + chr(50), 40544 - 40536), ehT0Px3KOsy9(chr(477 - 429) + chr(4252 - 4141) + chr(52) + chr(52), 0b1000), ehT0Px3KOsy9(chr(294 - 246) + chr(0b101110 + 0o101) + chr(49) + '\066' + chr(0b100111 + 0o20), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100000 + 0o23) + chr(2451 - 2401) + chr(0b10010 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10233 - 10122) + chr(49) + chr(0b101010 + 0o14) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\061' + chr(0b100011 + 0o22) + chr(51), 8), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(948 - 897) + chr(54) + chr(0b11010 + 0o27), 1283 - 1275), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + '\x33' + chr(0b101000 + 0o11) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(94 - 45) + chr(1194 - 1144) + chr(0b110111), 14850 - 14842), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(49) + '\x35' + chr(2011 - 1963), 0b1000), ehT0Px3KOsy9(chr(855 - 807) + '\157' + chr(0b110010) + chr(0b11000 + 0o37) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(49) + chr(0b101010 + 0o11) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9(chr(1477 - 1429) + chr(0b11100 + 0o123) + chr(0b110001) + chr(2384 - 2330) + chr(0b110110), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(4219 - 4108) + '\x35' + '\x30', 3372 - 3364)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3'), '\x64' + '\x65' + '\143' + '\x6f' + '\144' + '\145')('\165' + chr(0b1110100) + chr(0b111 + 0o137) + chr(1041 - 996) + chr(2757 - 2701)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ksycQdobcS7g(oVre8I6UXc3b, K1Ha0XjJTAE7, Xsla2HC1plmx, wQKChWwQ_w0Q, BhIvV2YgKKkk, QcRixndYSDgY=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49), ord("\x08"))): qg4WGpkmRztf = ehT0Px3KOsy9(Xsla2HC1plmx.nauYfLglTpcb[ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001), 8)]) TXPqY3TPEPq3 = IDJ2eXGCBCDu.random_normal(shape=[qg4WGpkmRztf]) nZAnZpZGW312 = IDJ2eXGCBCDu.random_normal(shape=[wQKChWwQ_w0Q]) TXPqY3TPEPq3 = oVre8I6UXc3b.f_epsilon(TXPqY3TPEPq3) nZAnZpZGW312 = oVre8I6UXc3b.f_epsilon(nZAnZpZGW312) _up231oFXnj9 = IDJ2eXGCBCDu.matmul(a=IDJ2eXGCBCDu.expand_dims(TXPqY3TPEPq3, -ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8)), b=IDJ2eXGCBCDu.expand_dims(nZAnZpZGW312, ehT0Px3KOsy9('\060' + chr(111) + chr(689 - 641), 0b1000))) e6DR9sxuQ7VT = nZAnZpZGW312 W_gjASzR1_WP = IDJ2eXGCBCDu.get_variable(name=K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b"\x82k\x15\xd5'\xd6\xca\x1c"), '\x64' + chr(0b10001 + 0o124) + chr(0b1100011) + chr(0b111110 + 0o61) + chr(0b1100100) + '\145')('\x75' + chr(0b1110100) + '\146' + '\055' + chr(0b11 + 0o65)), shape=[qg4WGpkmRztf, wQKChWwQ_w0Q], dtype=IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.random_uniform_initializer(minval=-1.0 / WqUC3KWvYVup.sqrt(kkSX4ccExqw4(qg4WGpkmRztf)), maxval=1.0 / WqUC3KWvYVup.sqrt(kkSX4ccExqw4(qg4WGpkmRztf)))) XKU3PGekAQvp = IDJ2eXGCBCDu.get_variable(name=K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b"\x82k\x15\xd5'\xd6\xca\t"), chr(0b101100 + 0o70) + chr(0b1100101) + chr(99) + '\x6f' + chr(4130 - 4030) + chr(0b1001010 + 0o33))(chr(117) + chr(116) + chr(102) + chr(1598 - 1553) + chr(0b111000)), shape=[wQKChWwQ_w0Q], dtype=IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.constant_initializer(BhIvV2YgKKkk / WqUC3KWvYVup.sqrt(kkSX4ccExqw4(qg4WGpkmRztf)))) AOfzRywRzEXp = IDJ2eXGCBCDu.get_variable(name=K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b'\x82~\x1f\xed='), chr(0b1100100) + chr(7577 - 7476) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100010 + 0o3))('\x75' + chr(0b1100 + 0o150) + chr(0b101100 + 0o72) + chr(45) + chr(632 - 576)), shape=[qg4WGpkmRztf, wQKChWwQ_w0Q], dtype=IDJ2eXGCBCDu.float32, initializer=sGi5Aql23May.xavier_initializer()) wmN3dvez4qzC = IDJ2eXGCBCDu.get_variable(name=K1Ha0XjJTAE7 + xafqLlk3kkUe(SXOLrMavuUCe(b'\x82~\x1f\xed('), chr(0b10 + 0o142) + chr(1884 - 1783) + chr(0b1100011) + chr(4517 - 4406) + '\x64' + chr(0b101 + 0o140))(chr(0b1110101) + '\x74' + chr(2190 - 2088) + '\x2d' + '\070'), shape=[wQKChWwQ_w0Q], dtype=IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.zeros_initializer()) NpUlyp98fLLE = IDJ2eXGCBCDu.nn.xw_plus_b(Xsla2HC1plmx, AOfzRywRzEXp + W_gjASzR1_WP * _up231oFXnj9, wmN3dvez4qzC + XKU3PGekAQvp * e6DR9sxuQ7VT) if not QcRixndYSDgY: return NpUlyp98fLLE return xafqLlk3kkUe(IDJ2eXGCBCDu.nn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf}\x10\xc7'), chr(0b1000100 + 0o40) + '\x65' + chr(99) + '\157' + chr(100) + chr(979 - 878))('\x75' + chr(0b1110100) + '\x66' + '\x2d' + '\070'))(NpUlyp98fLLE)
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.get_custom_getter
def get_custom_getter(self): """Returns a custom getter that this class's methods must be called All methods of this class must be called under a variable scope that was passed this custom getter. Example: ```python network = ConvNetBuilder(...) with tf.variable_scope("cg", custom_getter=network.get_custom_getter()): network.conv(...) # Call more methods of network here ``` Currently, this custom getter only does anything if self.use_tf_layers is True. In that case, it causes variables to be stored as dtype self.variable_type, then casted to the requested dtype, instead of directly storing the variable as the requested dtype. """ def inner_custom_getter(getter, *args, **kwargs): if not self.use_tf_layers: return getter(*args, **kwargs) requested_dtype = kwargs["dtype"] if not (requested_dtype == tf.float32 and self.variable_dtype == tf.float16): kwargs["dtype"] = self.variable_dtype var = getter(*args, **kwargs) if var.dtype.base_dtype != requested_dtype: var = tf.cast(var, requested_dtype) return var return inner_custom_getter
python
def get_custom_getter(self): """Returns a custom getter that this class's methods must be called All methods of this class must be called under a variable scope that was passed this custom getter. Example: ```python network = ConvNetBuilder(...) with tf.variable_scope("cg", custom_getter=network.get_custom_getter()): network.conv(...) # Call more methods of network here ``` Currently, this custom getter only does anything if self.use_tf_layers is True. In that case, it causes variables to be stored as dtype self.variable_type, then casted to the requested dtype, instead of directly storing the variable as the requested dtype. """ def inner_custom_getter(getter, *args, **kwargs): if not self.use_tf_layers: return getter(*args, **kwargs) requested_dtype = kwargs["dtype"] if not (requested_dtype == tf.float32 and self.variable_dtype == tf.float16): kwargs["dtype"] = self.variable_dtype var = getter(*args, **kwargs) if var.dtype.base_dtype != requested_dtype: var = tf.cast(var, requested_dtype) return var return inner_custom_getter
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Returns a custom getter that this class's methods must be called All methods of this class must be called under a variable scope that was passed this custom getter. Example: ```python network = ConvNetBuilder(...) with tf.variable_scope("cg", custom_getter=network.get_custom_getter()): network.conv(...) # Call more methods of network here ``` Currently, this custom getter only does anything if self.use_tf_layers is True. In that case, it causes variables to be stored as dtype self.variable_type, then casted to the requested dtype, instead of directly storing the variable as the requested dtype.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L58-L89
train
Returns a custom getter that this class must be called by the custom methods of the base class.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(1316 - 1266) + chr(0b110110) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\065' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1663 - 1615) + chr(8151 - 8040) + chr(0b110001) + chr(55) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1001100 + 0o43) + '\061' + chr(1884 - 1836) + chr(0b110110), 53207 - 53199), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110001) + chr(0b1110 + 0o45) + '\066', 0b1000), ehT0Px3KOsy9(chr(1099 - 1051) + chr(111) + chr(0b1000 + 0o51) + chr(49) + chr(0b100111 + 0o15), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x35' + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110111) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(6534 - 6423) + chr(337 - 288) + chr(0b11100 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\x33' + chr(0b100 + 0o56) + chr(2601 - 2547), 0o10), ehT0Px3KOsy9(chr(92 - 44) + chr(0b1101111) + '\061' + chr(1847 - 1794) + '\064', 0o10), ehT0Px3KOsy9(chr(323 - 275) + chr(111) + '\061' + chr(0b101110 + 0o11) + chr(0b1010 + 0o46), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1811 - 1760) + chr(50) + chr(0b110010 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\x31' + chr(0b110000) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101000 + 0o7) + chr(121 - 69), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\061' + '\x33' + chr(55), 36179 - 36171), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11 + 0o60) + '\x35' + chr(1856 - 1806), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(51) + chr(0b110101) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(48) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b10101 + 0o40) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(2173 - 2062) + chr(1644 - 1594) + chr(0b110011) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b101001 + 0o16) + chr(0b11110 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101 + 0o56) + chr(1190 - 1142) + chr(1284 - 1235), ord("\x08")), ehT0Px3KOsy9(chr(1113 - 1065) + chr(0b11011 + 0o124) + chr(0b100001 + 0o25), 0b1000), ehT0Px3KOsy9(chr(115 - 67) + '\157' + chr(0b110001) + chr(0b110001) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\x33' + '\x32' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\061' + chr(0b110010) + '\x34', 0o10), ehT0Px3KOsy9(chr(1005 - 957) + '\157' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11011 + 0o30) + chr(0b101110 + 0o7) + chr(1321 - 1269), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + '\062' + chr(0b110010), 36162 - 36154), ehT0Px3KOsy9('\x30' + chr(0b1011 + 0o144) + '\063' + chr(0b110100) + chr(0b10110 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(0b111 + 0o54) + '\x31' + chr(49), 0b1000), ehT0Px3KOsy9(chr(76 - 28) + chr(111) + '\061' + chr(627 - 576) + chr(0b110001 + 0o4), 0b1000), ehT0Px3KOsy9('\060' + chr(11434 - 11323) + chr(0b110011) + '\x34' + chr(49), 35493 - 35485), ehT0Px3KOsy9(chr(0b110000) + chr(11253 - 11142) + chr(50) + chr(0b110111) + chr(0b110 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1000101 + 0o52) + chr(49) + chr(54) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o11) + '\x34' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(6003 - 5892) + '\063' + chr(0b10001 + 0o42) + chr(49), 0o10), ehT0Px3KOsy9(chr(1444 - 1396) + '\157' + chr(0b110001) + chr(258 - 203) + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(0b110101) + chr(0b10100 + 0o34), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'1'), '\144' + chr(0b1100101) + chr(0b101111 + 0o64) + '\157' + '\x64' + '\145')('\x75' + chr(12413 - 12297) + chr(102) + '\055' + chr(0b11111 + 0o31)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def WGUu3vLyjhAe(oVre8I6UXc3b): def Gn5LMhQRN49E(XGjmdKmSZ8Qs, *kJDRfRhcZHjS, **M8EIoTs2GJXE): if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"j\xc3K'28\x13\xc3\xddr\xb3\x1e\x0b"), chr(100) + chr(0b1110 + 0o127) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(3961 - 3844) + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38')): return XGjmdKmSZ8Qs(*kJDRfRhcZHjS, **M8EIoTs2GJXE) iZaeiSw52vim = M8EIoTs2GJXE[xafqLlk3kkUe(SXOLrMavuUCe(b'{\xc4W\x08#'), '\x64' + chr(101) + '\143' + chr(111) + chr(100) + chr(0b1000001 + 0o44))(chr(0b1110101) + '\164' + chr(102) + chr(0b10000 + 0o35) + chr(0b111000))] if not (iZaeiSw52vim == xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xdcA\x192m~'), chr(2084 - 1984) + chr(0b1100101) + chr(5057 - 4958) + chr(111) + '\144' + '\x65')(chr(0b100001 + 0o124) + '\164' + chr(102) + chr(45) + chr(0b10110 + 0o42))) and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"i\xd1\\\x11'< \xca\xe3o\xa2\x15\x08\xb1"), chr(0b10101 + 0o117) + '\145' + '\143' + chr(9037 - 8926) + chr(0b1100100) + '\145')(chr(117) + chr(0b1110100) + chr(0b101 + 0o141) + chr(45) + chr(1602 - 1546))) == xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xdcA\x192oz'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100 + 0o130) + chr(101))('\165' + '\x74' + chr(0b101 + 0o141) + chr(0b1110 + 0o37) + chr(0b10001 + 0o47)))): M8EIoTs2GJXE[xafqLlk3kkUe(SXOLrMavuUCe(b'{\xc4W\x08#'), chr(100) + chr(2591 - 2490) + chr(0b1100011) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b111110 + 0o50) + '\055' + chr(56))] = oVre8I6UXc3b.variable_dtype l38lb8xQZNsE = XGjmdKmSZ8Qs(*kJDRfRhcZHjS, **M8EIoTs2GJXE) if xafqLlk3kkUe(l38lb8xQZNsE.dtype, xafqLlk3kkUe(SXOLrMavuUCe(b'}\xd1]\x1d\x19:8\xd6\xccn'), chr(0b1100100) + chr(0b1100101 + 0o0) + '\143' + chr(0b1010000 + 0o37) + '\x64' + chr(8504 - 8403))('\165' + chr(116) + '\x66' + chr(0b10011 + 0o32) + '\x38')) != iZaeiSw52vim: l38lb8xQZNsE = IDJ2eXGCBCDu.cast(l38lb8xQZNsE, iZaeiSw52vim) return l38lb8xQZNsE return Gn5LMhQRN49E
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.switch_to_aux_top_layer
def switch_to_aux_top_layer(self): """Context that construct cnn in the auxiliary arm.""" if self.aux_top_layer is None: raise RuntimeError("Empty auxiliary top layer in the network.") saved_top_layer = self.top_layer saved_top_size = self.top_size self.top_layer = self.aux_top_layer self.top_size = self.aux_top_size yield self.aux_top_layer = self.top_layer self.aux_top_size = self.top_size self.top_layer = saved_top_layer self.top_size = saved_top_size
python
def switch_to_aux_top_layer(self): """Context that construct cnn in the auxiliary arm.""" if self.aux_top_layer is None: raise RuntimeError("Empty auxiliary top layer in the network.") saved_top_layer = self.top_layer saved_top_size = self.top_size self.top_layer = self.aux_top_layer self.top_size = self.aux_top_size yield self.aux_top_layer = self.top_layer self.aux_top_size = self.top_size self.top_layer = saved_top_layer self.top_size = saved_top_size
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Context that construct cnn in the auxiliary arm.
[ "Context", "that", "construct", "cnn", "in", "the", "auxiliary", "arm", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L92-L104
train
Context that construct cnn in the auxiliary arm.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10110 + 0o35) + chr(1099 - 1045) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3951 - 3840) + chr(414 - 364) + '\060' + chr(0b110 + 0o56), 0b1000), ehT0Px3KOsy9(chr(216 - 168) + chr(111) + chr(51) + chr(52) + chr(537 - 488), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(0b10010 + 0o45), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110001) + chr(0b0 + 0o66), 44989 - 44981), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\067' + chr(811 - 757), 1277 - 1269), ehT0Px3KOsy9(chr(48) + chr(11973 - 11862) + chr(50) + chr(0b100100 + 0o16) + chr(628 - 573), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + '\061' + chr(411 - 358) + chr(0b11010 + 0o26), 453 - 445), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(50) + '\066' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(777 - 727) + chr(49) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b101111 + 0o4) + '\063' + chr(1454 - 1404), 53656 - 53648), ehT0Px3KOsy9(chr(2064 - 2016) + '\157' + chr(0b110010) + chr(54) + '\064', 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(52) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(2199 - 2149) + chr(1418 - 1369) + chr(407 - 359), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1001111 + 0o40) + chr(0b110001) + '\x35' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(11405 - 11294) + '\061' + chr(50) + chr(0b1100 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(2753 - 2698) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(3576 - 3465) + chr(49) + chr(53) + chr(0b110 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(618 - 565) + chr(0b101001 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(53) + '\x30', 8), ehT0Px3KOsy9(chr(119 - 71) + chr(0b1101111) + chr(0b11011 + 0o30) + chr(51) + chr(1407 - 1358), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1010 + 0o51) + '\063' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110010) + '\x35', 26912 - 26904), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100011 + 0o20) + chr(0b111 + 0o57) + chr(1115 - 1067), 64667 - 64659), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b11111 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(2230 - 2182) + '\157' + '\063' + '\062' + '\060', 29605 - 29597), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(2083 - 2034) + '\062' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + '\061' + chr(0b110110) + '\x33', 60858 - 60850), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(750 - 699) + chr(0b110001) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(6021 - 5910) + chr(1215 - 1161) + chr(0b10001 + 0o40), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110001) + chr(2840 - 2786), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1 + 0o65) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11110 + 0o23) + '\x35' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b101111 + 0o3) + chr(51) + chr(55), 0o10), ehT0Px3KOsy9(chr(1504 - 1456) + chr(5486 - 5375) + chr(171 - 121) + chr(0b101001 + 0o14) + chr(55), 26969 - 26961), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1846 - 1796) + chr(2331 - 2278) + '\067', 8), ehT0Px3KOsy9(chr(2101 - 2053) + '\157' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(1302 - 1253) + '\065' + chr(1245 - 1190), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b10100 + 0o133) + '\x35' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'U'), chr(2756 - 2656) + '\145' + chr(99) + chr(7791 - 7680) + chr(7821 - 7721) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def jd0CwSDnAVSm(oVre8I6UXc3b): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\x81\xfc\xbeS\xa1N\xc8\x04\xd5\xf0\xbf\xc6'), '\144' + chr(101) + chr(6260 - 6161) + '\157' + chr(0b1100100) + chr(0b100001 + 0o104))(chr(0b1110101) + '\x74' + chr(102) + chr(0b10000 + 0o35) + '\x38')) is None: raise n0ZkatoveZpF(xafqLlk3kkUe(SXOLrMavuUCe(b">\x99\xf4\x95^\xee_\xe2\x10\xdd\xe5\xb3\xd5PF\xa8\x18>MNC\t\xa0\xbe'\xd0u\xbep\x07\xa0Tn]\x08\xeb\xd8\xc0v\x04U"), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(5402 - 5302) + '\145')(chr(117) + chr(4145 - 4029) + chr(0b100001 + 0o105) + '\x2d' + '\x38')) WiBU4veWjmA9 = oVre8I6UXc3b.top_layer ULsxcRSUidYm = oVre8I6UXc3b.top_size oVre8I6UXc3b.kAVjKpVAiD_W = oVre8I6UXc3b.aux_top_layer oVre8I6UXc3b.y6HbxRCIYP7p = oVre8I6UXc3b.aux_top_size yield oVre8I6UXc3b.GORNPzKhIP5T = oVre8I6UXc3b.kAVjKpVAiD_W oVre8I6UXc3b.WE9ZFPhxPz7X = oVre8I6UXc3b.y6HbxRCIYP7p oVre8I6UXc3b.kAVjKpVAiD_W = WiBU4veWjmA9 oVre8I6UXc3b.y6HbxRCIYP7p = ULsxcRSUidYm
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.conv
def conv(self, num_out_channels, k_height, k_width, d_height=1, d_width=1, mode="SAME", input_layer=None, num_channels_in=None, use_batch_norm=None, stddev=None, activation="relu", bias=0.0): """Construct a conv2d layer on top of cnn.""" if input_layer is None: input_layer = self.top_layer if num_channels_in is None: num_channels_in = self.top_size kernel_initializer = None if stddev is not None: kernel_initializer = tf.truncated_normal_initializer(stddev=stddev) name = "conv" + str(self.counts["conv"]) self.counts["conv"] += 1 with tf.variable_scope(name): strides = [1, d_height, d_width, 1] if self.data_format == "NCHW": strides = [strides[0], strides[3], strides[1], strides[2]] if mode != "SAME_RESNET": conv = self._conv2d_impl( input_layer, num_channels_in, num_out_channels, kernel_size=[k_height, k_width], strides=[d_height, d_width], padding=mode, kernel_initializer=kernel_initializer) else: # Special padding mode for ResNet models if d_height == 1 and d_width == 1: conv = self._conv2d_impl( input_layer, num_channels_in, num_out_channels, kernel_size=[k_height, k_width], strides=[d_height, d_width], padding="SAME", kernel_initializer=kernel_initializer) else: rate = 1 # Unused (for 'a trous' convolutions) kernel_height_effective = k_height + (k_height - 1) * ( rate - 1) pad_h_beg = (kernel_height_effective - 1) // 2 pad_h_end = kernel_height_effective - 1 - pad_h_beg kernel_width_effective = k_width + (k_width - 1) * ( rate - 1) pad_w_beg = (kernel_width_effective - 1) // 2 pad_w_end = kernel_width_effective - 1 - pad_w_beg padding = [[0, 0], [pad_h_beg, pad_h_end], [pad_w_beg, pad_w_end], [0, 0]] if self.data_format == "NCHW": padding = [ padding[0], padding[3], padding[1], padding[2] ] input_layer = tf.pad(input_layer, padding) conv = self._conv2d_impl( input_layer, num_channels_in, num_out_channels, kernel_size=[k_height, k_width], strides=[d_height, d_width], padding="VALID", kernel_initializer=kernel_initializer) if use_batch_norm is None: use_batch_norm = self.use_batch_norm if not use_batch_norm: if bias is not None: biases = self.get_variable( "biases", [num_out_channels], self.variable_dtype, self.dtype, initializer=tf.constant_initializer(bias)) biased = tf.reshape( tf.nn.bias_add( conv, biases, data_format=self.data_format), conv.get_shape()) else: biased = conv else: self.top_layer = conv self.top_size = num_out_channels biased = self.batch_norm(**self.batch_norm_config) if activation == "relu": conv1 = tf.nn.relu(biased) elif activation == "linear" or activation is None: conv1 = biased elif activation == "tanh": conv1 = tf.nn.tanh(biased) else: raise KeyError("Invalid activation type \"%s\"" % activation) self.top_layer = conv1 self.top_size = num_out_channels return conv1
python
def conv(self, num_out_channels, k_height, k_width, d_height=1, d_width=1, mode="SAME", input_layer=None, num_channels_in=None, use_batch_norm=None, stddev=None, activation="relu", bias=0.0): """Construct a conv2d layer on top of cnn.""" if input_layer is None: input_layer = self.top_layer if num_channels_in is None: num_channels_in = self.top_size kernel_initializer = None if stddev is not None: kernel_initializer = tf.truncated_normal_initializer(stddev=stddev) name = "conv" + str(self.counts["conv"]) self.counts["conv"] += 1 with tf.variable_scope(name): strides = [1, d_height, d_width, 1] if self.data_format == "NCHW": strides = [strides[0], strides[3], strides[1], strides[2]] if mode != "SAME_RESNET": conv = self._conv2d_impl( input_layer, num_channels_in, num_out_channels, kernel_size=[k_height, k_width], strides=[d_height, d_width], padding=mode, kernel_initializer=kernel_initializer) else: # Special padding mode for ResNet models if d_height == 1 and d_width == 1: conv = self._conv2d_impl( input_layer, num_channels_in, num_out_channels, kernel_size=[k_height, k_width], strides=[d_height, d_width], padding="SAME", kernel_initializer=kernel_initializer) else: rate = 1 # Unused (for 'a trous' convolutions) kernel_height_effective = k_height + (k_height - 1) * ( rate - 1) pad_h_beg = (kernel_height_effective - 1) // 2 pad_h_end = kernel_height_effective - 1 - pad_h_beg kernel_width_effective = k_width + (k_width - 1) * ( rate - 1) pad_w_beg = (kernel_width_effective - 1) // 2 pad_w_end = kernel_width_effective - 1 - pad_w_beg padding = [[0, 0], [pad_h_beg, pad_h_end], [pad_w_beg, pad_w_end], [0, 0]] if self.data_format == "NCHW": padding = [ padding[0], padding[3], padding[1], padding[2] ] input_layer = tf.pad(input_layer, padding) conv = self._conv2d_impl( input_layer, num_channels_in, num_out_channels, kernel_size=[k_height, k_width], strides=[d_height, d_width], padding="VALID", kernel_initializer=kernel_initializer) if use_batch_norm is None: use_batch_norm = self.use_batch_norm if not use_batch_norm: if bias is not None: biases = self.get_variable( "biases", [num_out_channels], self.variable_dtype, self.dtype, initializer=tf.constant_initializer(bias)) biased = tf.reshape( tf.nn.bias_add( conv, biases, data_format=self.data_format), conv.get_shape()) else: biased = conv else: self.top_layer = conv self.top_size = num_out_channels biased = self.batch_norm(**self.batch_norm_config) if activation == "relu": conv1 = tf.nn.relu(biased) elif activation == "linear" or activation is None: conv1 = biased elif activation == "tanh": conv1 = tf.nn.tanh(biased) else: raise KeyError("Invalid activation type \"%s\"" % activation) self.top_layer = conv1 self.top_size = num_out_channels return conv1
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Construct a conv2d layer on top of cnn.
[ "Construct", "a", "conv2d", "layer", "on", "top", "of", "cnn", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L143-L243
train
Construct a conv2d layer on top of cnn.
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1418) + '\x36' + '\061', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\063' + chr(0b110111) + chr(2663 - 2609), 0b1000), ehT0Px3KOsy9(chr(2006 - 1958) + chr(7913 - 7802) + '\061' + '\061' + chr(132 - 78), 63644 - 63636), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11010 + 0o31) + '\x32' + chr(1002 - 953), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\064' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\x33' + chr(55) + chr(0b101111 + 0o5), 26727 - 26719), ehT0Px3KOsy9('\060' + chr(11070 - 10959) + chr(0b110011) + chr(0b110010) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b110011) + '\067', 14944 - 14936), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(6196 - 6085) + chr(0b101001 + 0o12) + chr(0b110111) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3751 - 3640) + chr(0b10100 + 0o35) + chr(0b100110 + 0o20) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b110000) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1011011 + 0o24) + chr(0b110001) + chr(55) + chr(53), 11642 - 11634), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10100 + 0o37) + chr(49) + '\064', 61093 - 61085), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b11000 + 0o127) + chr(0b110011) + chr(2106 - 2056) + chr(623 - 568), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x35' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x31' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b100 + 0o55) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\063' + '\x37' + chr(1404 - 1354), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\062' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(2879 - 2768) + '\x32' + chr(0b10011 + 0o36) + chr(0b10001 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(49) + '\060' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1169 - 1121) + chr(111) + chr(0b101 + 0o55) + chr(51) + chr(1180 - 1128), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110000 + 0o1) + chr(0b110001) + chr(0b1011 + 0o53), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(11127 - 11016) + chr(54) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + '\063' + '\063' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7013 - 6902) + chr(0b110010) + chr(0b11 + 0o55) + chr(0b110010), 25211 - 25203), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b110001) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + '\061' + chr(2104 - 2049) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(945 - 893) + chr(1838 - 1787), 22278 - 22270), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(54) + chr(0b11000 + 0o36), 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + '\x31' + chr(0b10011 + 0o40) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b101010 + 0o105) + '\x32' + chr(49) + chr(1577 - 1523), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b10110 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + chr(2577 - 2526) + chr(52) + chr(0b10001 + 0o42), 52779 - 52771), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b11110 + 0o26) + chr(0b11000 + 0o32), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9713 - 9602) + chr(2146 - 2095) + chr(0b100 + 0o62) + '\061', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x32' + chr(0b101101 + 0o3), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1831 - 1783) + chr(111) + '\x35' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf'), '\144' + '\145' + '\143' + chr(8835 - 8724) + chr(0b1100100) + '\x65')(chr(0b100001 + 0o124) + chr(2996 - 2880) + chr(0b1100110) + chr(0b101101) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def m1sWr00SVpVY(oVre8I6UXc3b, He5SYv2cH5ZF, dQEZt7qqfjno, HmSSw_wDKM4p, N5PqYb6mLJKc=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31', 46390 - 46382), JIYEA6ithzsw=ehT0Px3KOsy9('\x30' + '\157' + chr(0b101 + 0o54), 8), holLFgwB7vsP=xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xbf\x03\x94'), chr(100) + chr(0b1100011 + 0o2) + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))('\x75' + chr(0b1110000 + 0o4) + '\x66' + chr(0b101101) + chr(56)), M6HgRfT76Y_a=None, N9LoITlbVLgY=None, lwTL5Fj4wLfZ=None, D1riUsWffEJl=None, _GyOifGFZyk1=xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x9b"\xa4'), chr(976 - 876) + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(9792 - 9675) + chr(0b1110010 + 0o2) + chr(3413 - 3311) + '\055' + '\070'), IKTrMTySqz10=0.0): if M6HgRfT76Y_a is None: M6HgRfT76Y_a = oVre8I6UXc3b.kAVjKpVAiD_W if N9LoITlbVLgY is None: N9LoITlbVLgY = oVre8I6UXc3b.y6HbxRCIYP7p yTYoQGLIQD0u = None if D1riUsWffEJl is not None: yTYoQGLIQD0u = IDJ2eXGCBCDu.truncated_normal_initializer(stddev=D1riUsWffEJl) AIvJRzLdDfgF = xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x91 \xa7'), '\144' + chr(0b1100101) + chr(7375 - 7276) + chr(0b1110 + 0o141) + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + '\x66' + chr(0b101101) + chr(1908 - 1852)) + M8_cKLkHVB2V(oVre8I6UXc3b.qaIx4JIwHiwL[xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x91 \xa7'), '\x64' + chr(101) + chr(0b101001 + 0o72) + '\157' + chr(8671 - 8571) + chr(101))('\x75' + chr(116) + chr(7853 - 7751) + chr(0b1101 + 0o40) + chr(705 - 649))]) oVre8I6UXc3b.qaIx4JIwHiwL[xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x91 \xa7'), '\x64' + '\145' + '\143' + chr(0b1101111) + '\144' + chr(4225 - 4124))('\x75' + chr(13365 - 13249) + chr(1880 - 1778) + '\x2d' + '\x38')] += ehT0Px3KOsy9('\x30' + chr(7185 - 7074) + chr(49), 8) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x9f<\xb8\xc7\x9e\xba\xfa\xa2\x02\xe0\x12\xbc\xb2'), chr(100) + '\x65' + chr(0b111010 + 0o51) + chr(0b100010 + 0o115) + chr(0b110000 + 0o64) + chr(0b1100101))(chr(8479 - 8362) + chr(0b1110100) + chr(0b1000110 + 0o40) + chr(1234 - 1189) + '\070'))(AIvJRzLdDfgF): r8knJmMTTKwv = [ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + '\061', 8), N5PqYb6mLJKc, JIYEA6ithzsw, ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b11101 + 0o122) + chr(49), 8)] if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\x9f:\xb0\xf9\x9a\xb9\xed\x90\x10\xf7'), '\x64' + '\145' + chr(0b1100011) + chr(4782 - 4671) + '\x64' + '\145')(chr(117) + chr(10930 - 10814) + '\146' + chr(1758 - 1713) + chr(56))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xbd\x06\x86'), '\144' + chr(763 - 662) + chr(0b1100011) + chr(142 - 31) + chr(0b111100 + 0o50) + chr(4618 - 4517))(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + chr(0b10101 + 0o43)): r8knJmMTTKwv = [r8knJmMTTKwv[ehT0Px3KOsy9('\x30' + '\157' + chr(48), 29786 - 29778)], r8knJmMTTKwv[ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(239 - 188), ord("\x08"))], r8knJmMTTKwv[ehT0Px3KOsy9(chr(0b110000) + chr(7494 - 7383) + '\061', 8)], r8knJmMTTKwv[ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110010), 0o10)]] if holLFgwB7vsP != xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xbf\x03\x94\xf9\xae\x93\xcc\xb34\xd7'), '\x64' + chr(101) + chr(0b0 + 0o143) + chr(111) + chr(100) + chr(0b100001 + 0o104))(chr(0b1110101) + chr(0b1110100) + '\x66' + '\055' + '\x38'): m1sWr00SVpVY = oVre8I6UXc3b._conv2d_impl(M6HgRfT76Y_a, N9LoITlbVLgY, He5SYv2cH5ZF, kernel_size=[dQEZt7qqfjno, HmSSw_wDKM4p], strides=[N5PqYb6mLJKc, JIYEA6ithzsw], padding=holLFgwB7vsP, kernel_initializer=yTYoQGLIQD0u) elif N5PqYb6mLJKc == ehT0Px3KOsy9(chr(1614 - 1566) + chr(0b1101111) + chr(713 - 664), 8) and JIYEA6ithzsw == ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100 + 0o55), 8): m1sWr00SVpVY = oVre8I6UXc3b._conv2d_impl(M6HgRfT76Y_a, N9LoITlbVLgY, He5SYv2cH5ZF, kernel_size=[dQEZt7qqfjno, HmSSw_wDKM4p], strides=[N5PqYb6mLJKc, JIYEA6ithzsw], padding=xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xbf\x03\x94'), chr(0b1010111 + 0o15) + chr(101) + chr(0b1100011) + chr(111) + '\144' + '\x65')(chr(13460 - 13343) + chr(0b11111 + 0o125) + chr(0b1000100 + 0o42) + '\055' + '\070'), kernel_initializer=yTYoQGLIQD0u) else: YygZh57sDDVX = ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(12228 - 12117) + chr(49), 8) ezfsorVVCjYd = dQEZt7qqfjno + (dQEZt7qqfjno - ehT0Px3KOsy9(chr(48) + chr(111) + chr(49), 8)) * (YygZh57sDDVX - ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31', 8)) A5BHH1pnVsWU = (ezfsorVVCjYd - ehT0Px3KOsy9(chr(2213 - 2165) + chr(111) + '\x31', 8)) // ehT0Px3KOsy9(chr(738 - 690) + '\x6f' + chr(50), 8) rAdFlFI1erPY = ezfsorVVCjYd - ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061', 8) - A5BHH1pnVsWU J0XzNU4NzZwB = HmSSw_wDKM4p + (HmSSw_wDKM4p - ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b110001), 8)) * (YygZh57sDDVX - ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + '\x31', 8)) FViSasfX6Fmr = (J0XzNU4NzZwB - ehT0Px3KOsy9(chr(1142 - 1094) + chr(6359 - 6248) + chr(1765 - 1716), 8)) // ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b110010), 8) QlyJz7c8empP = J0XzNU4NzZwB - ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\061', 8) - FViSasfX6Fmr TFLseEYASEKG = [[ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), 8), ehT0Px3KOsy9(chr(575 - 527) + '\x6f' + '\x30', 8)], [A5BHH1pnVsWU, rAdFlFI1erPY], [FViSasfX6Fmr, QlyJz7c8empP], [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x30', 8), ehT0Px3KOsy9(chr(963 - 915) + chr(1718 - 1607) + chr(0b10111 + 0o31), 8)]] if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\x9f:\xb0\xf9\x9a\xb9\xed\x90\x10\xf7'), chr(8068 - 7968) + '\x65' + '\x63' + chr(111) + '\144' + chr(101))('\165' + '\x74' + chr(0b1000110 + 0o40) + '\055' + chr(0b1110 + 0o52))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xbd\x06\x86'), chr(100) + chr(2188 - 2087) + chr(99) + '\x6f' + chr(100) + chr(0b1100101))(chr(4246 - 4129) + chr(0b1001111 + 0o45) + chr(555 - 453) + chr(131 - 86) + chr(0b101 + 0o63)): TFLseEYASEKG = [TFLseEYASEKG[ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + '\x30', 8)], TFLseEYASEKG[ehT0Px3KOsy9(chr(48) + chr(10789 - 10678) + chr(0b100000 + 0o23), 8)], TFLseEYASEKG[ehT0Px3KOsy9('\x30' + chr(111) + chr(49), 8)], TFLseEYASEKG[ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o17), 8)]] M6HgRfT76Y_a = IDJ2eXGCBCDu.jq0C7ttmqXPS(M6HgRfT76Y_a, TFLseEYASEKG) m1sWr00SVpVY = oVre8I6UXc3b._conv2d_impl(M6HgRfT76Y_a, N9LoITlbVLgY, He5SYv2cH5ZF, kernel_size=[dQEZt7qqfjno, HmSSw_wDKM4p], strides=[N5PqYb6mLJKc, JIYEA6ithzsw], padding=xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xbf\x02\x98\xe2'), chr(0b1001000 + 0o34) + chr(101) + '\143' + chr(0b1101111) + chr(5624 - 5524) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + chr(56)), kernel_initializer=yTYoQGLIQD0u) if lwTL5Fj4wLfZ is None: lwTL5Fj4wLfZ = oVre8I6UXc3b.use_batch_norm if not lwTL5Fj4wLfZ: if IKTrMTySqz10 is not None: f9yyIWOeaTuE = oVre8I6UXc3b.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x97/\xa2\xc3\x8f'), chr(100) + chr(3709 - 3608) + chr(99) + '\157' + '\x64' + chr(6385 - 6284))(chr(13345 - 13228) + '\164' + chr(0b1010110 + 0o20) + chr(1772 - 1727) + '\070'), [He5SYv2cH5ZF], oVre8I6UXc3b.variable_dtype, oVre8I6UXc3b.jSV9IKnemH7K, initializer=IDJ2eXGCBCDu.constant_initializer(IKTrMTySqz10)) c3GL669xHGWV = IDJ2eXGCBCDu.reshape(IDJ2eXGCBCDu.nn.bias_add(m1sWr00SVpVY, f9yyIWOeaTuE, data_format=oVre8I6UXc3b.data_format), m1sWr00SVpVY.get_shape()) else: c3GL669xHGWV = m1sWr00SVpVY else: oVre8I6UXc3b.kAVjKpVAiD_W = m1sWr00SVpVY oVre8I6UXc3b.y6HbxRCIYP7p = He5SYv2cH5ZF c3GL669xHGWV = oVre8I6UXc3b.batch_norm(**oVre8I6UXc3b.batch_norm_config) if _GyOifGFZyk1 == xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x9b"\xa4'), chr(4443 - 4343) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(554 - 438) + chr(2695 - 2593) + '\x2d' + '\070'): imTr2MFnCEEy = IDJ2eXGCBCDu.nn.relu(c3GL669xHGWV) elif _GyOifGFZyk1 == xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\x97 \xb4\xc7\x8e'), chr(7866 - 7766) + chr(0b1100101) + '\143' + chr(0b1000010 + 0o55) + chr(100) + chr(9640 - 9539))('\165' + chr(0b1101000 + 0o14) + '\146' + '\055' + chr(619 - 563)) or _GyOifGFZyk1 is None: imTr2MFnCEEy = c3GL669xHGWV elif _GyOifGFZyk1 == xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x9f \xb9'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1000011 + 0o41) + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b101011 + 0o2) + chr(0b100 + 0o64)): imTr2MFnCEEy = IDJ2eXGCBCDu.nn.tanh(c3GL669xHGWV) else: raise RQ6CSRrFArYB(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\x908\xb0\xca\x95\xb2\xbf\x9c\x12\xf7\x14\xba\xb6\x18"\xa2\x94\xb2\xf89\xec]n$\x13\xaf\xa0'), chr(100) + chr(101) + chr(99) + '\157' + chr(0b110 + 0o136) + chr(0b110000 + 0o65))('\x75' + chr(116) + '\x66' + chr(45) + chr(0b111000)) % _GyOifGFZyk1) oVre8I6UXc3b.kAVjKpVAiD_W = imTr2MFnCEEy oVre8I6UXc3b.y6HbxRCIYP7p = He5SYv2cH5ZF return imTr2MFnCEEy
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder._pool
def _pool(self, pool_name, pool_function, k_height, k_width, d_height, d_width, mode, input_layer, num_channels_in): """Construct a pooling layer.""" if input_layer is None: input_layer = self.top_layer else: self.top_size = num_channels_in name = pool_name + str(self.counts[pool_name]) self.counts[pool_name] += 1 if self.use_tf_layers: pool = pool_function( input_layer, [k_height, k_width], [d_height, d_width], padding=mode, data_format=self.channel_pos, name=name) else: if self.data_format == "NHWC": ksize = [1, k_height, k_width, 1] strides = [1, d_height, d_width, 1] else: ksize = [1, 1, k_height, k_width] strides = [1, 1, d_height, d_width] pool = tf.nn.max_pool( input_layer, ksize, strides, padding=mode, data_format=self.data_format, name=name) self.top_layer = pool return pool
python
def _pool(self, pool_name, pool_function, k_height, k_width, d_height, d_width, mode, input_layer, num_channels_in): """Construct a pooling layer.""" if input_layer is None: input_layer = self.top_layer else: self.top_size = num_channels_in name = pool_name + str(self.counts[pool_name]) self.counts[pool_name] += 1 if self.use_tf_layers: pool = pool_function( input_layer, [k_height, k_width], [d_height, d_width], padding=mode, data_format=self.channel_pos, name=name) else: if self.data_format == "NHWC": ksize = [1, k_height, k_width, 1] strides = [1, d_height, d_width, 1] else: ksize = [1, 1, k_height, k_width] strides = [1, 1, d_height, d_width] pool = tf.nn.max_pool( input_layer, ksize, strides, padding=mode, data_format=self.data_format, name=name) self.top_layer = pool return pool
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Construct a pooling layer.
[ "Construct", "a", "pooling", "layer", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L245-L275
train
Construct a pooling layer.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\067' + chr(0b11111 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b100101 + 0o16) + chr(0b110 + 0o54) + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(525 - 474) + chr(0b110100) + chr(0b101001 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + '\x36' + '\x35', 49385 - 49377), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1001001 + 0o46) + chr(1860 - 1811) + chr(1570 - 1518), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1750 - 1639) + chr(0b100100 + 0o16) + chr(55) + '\x32', 53797 - 53789), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\x32' + chr(0b101011 + 0o6) + chr(0b1100 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(10891 - 10780) + chr(50) + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1630 - 1580) + chr(52) + chr(48), 52341 - 52333), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(1787 - 1735) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + chr(0b110010) + chr(0b100011 + 0o23) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b100110 + 0o13) + chr(635 - 580), 11532 - 11524), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(866 - 817) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(52) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\064', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(50) + '\x33' + chr(0b1 + 0o64), 43392 - 43384), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\061' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(0b1101 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b110001) + chr(1377 - 1329), 57608 - 57600), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x32' + '\067', 10725 - 10717), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(12247 - 12136) + '\065' + chr(1306 - 1257), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x30' + chr(2403 - 2348), ord("\x08")), ehT0Px3KOsy9(chr(1103 - 1055) + '\x6f' + '\062' + chr(1997 - 1943) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(5422 - 5311) + chr(0b1010 + 0o51) + chr(50) + chr(48), 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b110100 + 0o73) + chr(1624 - 1575) + chr(0b110100) + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\065' + '\x31', 19070 - 19062), ehT0Px3KOsy9(chr(1707 - 1659) + chr(0b1010 + 0o145) + chr(1820 - 1769) + chr(0b1111 + 0o46) + chr(0b1010 + 0o53), 43636 - 43628), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + chr(88 - 36), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x37' + chr(330 - 278), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b11101 + 0o122) + '\063' + chr(50) + chr(0b100110 + 0o12), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110000) + chr(2150 - 2097), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1768 - 1719) + chr(0b1010 + 0o46) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + '\x31' + '\x36' + '\065', 51487 - 51479), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1000 + 0o57) + chr(321 - 266), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + chr(0b1000 + 0o51), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(48) + chr(0b101001 + 0o11), 11208 - 11200), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(6558 - 6447) + '\x33' + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(0b10001 + 0o37), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'S'), '\144' + '\145' + chr(99) + chr(111) + '\x64' + chr(101))(chr(2385 - 2268) + chr(116) + chr(0b111 + 0o137) + chr(0b101101) + chr(1376 - 1320)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def F5MxLpJ9axuq(oVre8I6UXc3b, qIODEWwtyuvW, E_LTZz7x6xyG, dQEZt7qqfjno, HmSSw_wDKM4p, N5PqYb6mLJKc, JIYEA6ithzsw, holLFgwB7vsP, M6HgRfT76Y_a, N9LoITlbVLgY): if M6HgRfT76Y_a is None: M6HgRfT76Y_a = oVre8I6UXc3b.kAVjKpVAiD_W else: oVre8I6UXc3b.y6HbxRCIYP7p = N9LoITlbVLgY AIvJRzLdDfgF = qIODEWwtyuvW + M8_cKLkHVB2V(oVre8I6UXc3b.qaIx4JIwHiwL[qIODEWwtyuvW]) oVre8I6UXc3b.qaIx4JIwHiwL[qIODEWwtyuvW] += ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31', 0b1000) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xa3\x86jx\xdc\xd3\xf0\xc1\xda\xd0\xbd\xf9'), '\144' + chr(0b1100101) + chr(2622 - 2523) + chr(0b1011011 + 0o24) + '\x64' + chr(0b11010 + 0o113))(chr(117) + '\x74' + '\x66' + '\x2d' + '\070')): qsPHwJ5jT7iz = E_LTZz7x6xyG(M6HgRfT76Y_a, [dQEZt7qqfjno, HmSSw_wDKM4p], [N5PqYb6mLJKc, JIYEA6ithzsw], padding=holLFgwB7vsP, data_format=oVre8I6UXc3b.channel_pos, name=AIvJRzLdDfgF) else: if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xb1\x97TS\xdc\xe3\xee\xcd\xc2\xc1'), '\144' + chr(0b1100101) + '\143' + '\157' + '\x64' + '\x65')(chr(117) + '\164' + chr(7350 - 7248) + chr(0b100010 + 0o13) + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'3\x98\xb4v'), '\x64' + chr(0b1100101) + chr(99) + chr(11538 - 11427) + '\x64' + '\145')(chr(2474 - 2357) + '\164' + chr(1839 - 1737) + chr(0b1101 + 0o40) + chr(0b111000)): EfbYmLbcWX_9 = [ehT0Px3KOsy9(chr(890 - 842) + chr(111) + chr(0b110001), 8), dQEZt7qqfjno, HmSSw_wDKM4p, ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101110 + 0o3), 8)] r8knJmMTTKwv = [ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(49), 8), N5PqYb6mLJKc, JIYEA6ithzsw, ehT0Px3KOsy9(chr(48) + '\x6f' + chr(543 - 494), 8)] else: EfbYmLbcWX_9 = [ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(283 - 234), 8), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(2186 - 2137), 8), dQEZt7qqfjno, HmSSw_wDKM4p] r8knJmMTTKwv = [ehT0Px3KOsy9('\x30' + '\157' + chr(49), 8), ehT0Px3KOsy9(chr(783 - 735) + '\x6f' + chr(1276 - 1227), 8), N5PqYb6mLJKc, JIYEA6ithzsw] qsPHwJ5jT7iz = IDJ2eXGCBCDu.nn.max_pool(M6HgRfT76Y_a, EfbYmLbcWX_9, r8knJmMTTKwv, padding=holLFgwB7vsP, data_format=oVre8I6UXc3b.data_format, name=AIvJRzLdDfgF) oVre8I6UXc3b.kAVjKpVAiD_W = qsPHwJ5jT7iz return qsPHwJ5jT7iz
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.mpool
def mpool(self, k_height, k_width, d_height=2, d_width=2, mode="VALID", input_layer=None, num_channels_in=None): """Construct a max pooling layer.""" return self._pool("mpool", pooling_layers.max_pooling2d, k_height, k_width, d_height, d_width, mode, input_layer, num_channels_in)
python
def mpool(self, k_height, k_width, d_height=2, d_width=2, mode="VALID", input_layer=None, num_channels_in=None): """Construct a max pooling layer.""" return self._pool("mpool", pooling_layers.max_pooling2d, k_height, k_width, d_height, d_width, mode, input_layer, num_channels_in)
[ "def", "mpool", "(", "self", ",", "k_height", ",", "k_width", ",", "d_height", "=", "2", ",", "d_width", "=", "2", ",", "mode", "=", "\"VALID\"", ",", "input_layer", "=", "None", ",", "num_channels_in", "=", "None", ")", ":", "return", "self", ".", "_pool", "(", "\"mpool\"", ",", "pooling_layers", ".", "max_pooling2d", ",", "k_height", ",", "k_width", ",", "d_height", ",", "d_width", ",", "mode", ",", "input_layer", ",", "num_channels_in", ")" ]
Construct a max pooling layer.
[ "Construct", "a", "max", "pooling", "layer", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L277-L288
train
Construct a max pooling layer.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(91 - 39) + chr(2556 - 2504), 0o10), ehT0Px3KOsy9(chr(318 - 270) + '\x6f' + chr(840 - 788) + chr(0b1010 + 0o51), 0o10), ehT0Px3KOsy9(chr(48) + chr(2403 - 2292) + chr(1138 - 1087) + chr(0b100001 + 0o24) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(176 - 121), 7512 - 7504), ehT0Px3KOsy9(chr(1363 - 1315) + chr(5524 - 5413) + '\061' + chr(2223 - 2171) + '\x37', 24462 - 24454), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1111 + 0o42) + chr(0b11110 + 0o30) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b101 + 0o152) + chr(1746 - 1697) + chr(0b100011 + 0o24) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\065' + '\063', 8), ehT0Px3KOsy9(chr(741 - 693) + chr(4452 - 4341) + '\x33' + chr(1201 - 1153) + chr(0b10011 + 0o35), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x32' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b10010 + 0o40) + chr(0b110011) + chr(0b110010 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(49) + chr(0b100 + 0o55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1594 - 1544) + '\x34' + '\x34', 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110010) + '\x35' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(1854 - 1805) + chr(0b101011 + 0o11), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4217 - 4106) + chr(2297 - 2248), ord("\x08")), ehT0Px3KOsy9(chr(448 - 400) + '\x6f' + chr(0b101001 + 0o12) + '\061' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(48) + chr(0b110100 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110010) + '\x37', 48249 - 48241), ehT0Px3KOsy9('\060' + chr(6311 - 6200) + chr(0b110010) + chr(48) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + chr(0b110011) + '\062' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(0b110011) + chr(0b1000 + 0o55) + chr(2109 - 2059), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(501 - 450) + chr(0b110011) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b111110 + 0o61) + '\x32' + chr(748 - 694) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(123 - 73) + chr(0b110011) + chr(2519 - 2467), 0o10), ehT0Px3KOsy9(chr(92 - 44) + chr(0b1100001 + 0o16) + '\061' + '\067' + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + '\x33' + chr(0b110011) + '\x36', 34893 - 34885), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o2) + '\x36' + chr(0b11110 + 0o24), 15312 - 15304), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110111) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1402 - 1352) + chr(458 - 407) + chr(0b11110 + 0o22), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(421 - 367) + '\x36', 59535 - 59527), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x34' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(1596 - 1544), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b110001) + chr(49), 8), ehT0Px3KOsy9(chr(1236 - 1188) + chr(111) + '\066' + '\x32', 0o10), ehT0Px3KOsy9(chr(608 - 560) + chr(111) + chr(0b110010) + chr(0b10 + 0o61) + chr(0b0 + 0o60), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2026 - 1975) + chr(0b110001) + chr(0b110 + 0o53), 8), ehT0Px3KOsy9('\x30' + chr(10371 - 10260) + '\x31' + chr(52) + '\065', 30806 - 30798), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + '\x34', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(0b110101) + '\060', 59854 - 59846)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), '\x64' + chr(0b110 + 0o137) + chr(99) + chr(111) + '\x64' + chr(0b101000 + 0o75))(chr(117) + chr(0b110001 + 0o103) + '\146' + chr(1790 - 1745) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def uPvUSYzRY9f_(oVre8I6UXc3b, dQEZt7qqfjno, HmSSw_wDKM4p, N5PqYb6mLJKc=ehT0Px3KOsy9('\060' + chr(3883 - 3772) + '\x32', 0b1000), JIYEA6ithzsw=ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x32', 8), holLFgwB7vsP=xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2b\xa7N#'), '\144' + chr(0b111101 + 0o50) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)), M6HgRfT76Y_a=None, N9LoITlbVLgY=None): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfbS\x84h\x0b'), chr(0b1100100) + chr(0b111000 + 0o55) + chr(99) + '\157' + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + chr(10330 - 10228) + '\x2d' + chr(0b1111 + 0o51)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9S\x84h\x0b'), chr(0b1100100) + chr(101) + chr(99) + '\157' + chr(100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b10 + 0o144) + chr(0b101100 + 0o1) + chr(963 - 907)), xafqLlk3kkUe(rx9u6xmK3EjR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9B\x93X\x17\x19\x16\x87\xa9\xfb\xfa\xfb\xc0'), chr(5833 - 5733) + chr(7815 - 7714) + '\143' + '\x6f' + chr(0b1000110 + 0o36) + chr(0b1100101 + 0o0))('\x75' + chr(116) + chr(0b101000 + 0o76) + chr(45) + chr(1846 - 1790))), dQEZt7qqfjno, HmSSw_wDKM4p, N5PqYb6mLJKc, JIYEA6ithzsw, holLFgwB7vsP, M6HgRfT76Y_a, N9LoITlbVLgY)
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.apool
def apool(self, k_height, k_width, d_height=2, d_width=2, mode="VALID", input_layer=None, num_channels_in=None): """Construct an average pooling layer.""" return self._pool("apool", pooling_layers.average_pooling2d, k_height, k_width, d_height, d_width, mode, input_layer, num_channels_in)
python
def apool(self, k_height, k_width, d_height=2, d_width=2, mode="VALID", input_layer=None, num_channels_in=None): """Construct an average pooling layer.""" return self._pool("apool", pooling_layers.average_pooling2d, k_height, k_width, d_height, d_width, mode, input_layer, num_channels_in)
[ "def", "apool", "(", "self", ",", "k_height", ",", "k_width", ",", "d_height", "=", "2", ",", "d_width", "=", "2", ",", "mode", "=", "\"VALID\"", ",", "input_layer", "=", "None", ",", "num_channels_in", "=", "None", ")", ":", "return", "self", ".", "_pool", "(", "\"apool\"", ",", "pooling_layers", ".", "average_pooling2d", ",", "k_height", ",", "k_width", ",", "d_height", ",", "d_width", ",", "mode", ",", "input_layer", ",", "num_channels_in", ")" ]
Construct an average pooling layer.
[ "Construct", "an", "average", "pooling", "layer", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L290-L301
train
Construct an average pooling layer.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b1001 + 0o55) + chr(0b110100), 27634 - 27626), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\063' + chr(2317 - 2266) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b101010 + 0o105) + chr(0b10111 + 0o33) + chr(48) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\064' + chr(48), 58313 - 58305), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101110 + 0o3) + chr(0b11 + 0o56) + chr(48), 27611 - 27603), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(4557 - 4446) + '\061' + '\x37' + '\x31', 40660 - 40652), ehT0Px3KOsy9(chr(0b110000) + chr(3457 - 3346) + chr(0b110001 + 0o0) + chr(892 - 842) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(5061 - 4950) + chr(1767 - 1716) + '\065' + chr(0b10001 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4405 - 4294) + '\063' + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(0b110011) + chr(0b110100), 24299 - 24291), ehT0Px3KOsy9('\060' + chr(8487 - 8376) + '\062' + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1204 - 1155) + '\062' + '\067', 0b1000), ehT0Px3KOsy9(chr(1577 - 1529) + chr(0b1101111) + chr(2043 - 1988), 42324 - 42316), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(49) + '\064', 16595 - 16587), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\065' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(8159 - 8048) + '\x31' + chr(0b11000 + 0o33) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110110) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(609 - 561) + chr(0b1101010 + 0o5) + chr(50) + '\x34' + '\060', 31979 - 31971), ehT0Px3KOsy9(chr(48) + chr(2650 - 2539) + chr(503 - 453) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1130 - 1082) + chr(0b1101111) + chr(419 - 365) + chr(55), 52653 - 52645), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1397 - 1346) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + '\065', 46166 - 46158), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\064' + chr(49), 32241 - 32233), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(48) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(50) + chr(1501 - 1452) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1520 - 1472) + chr(0b1101111) + chr(0b1011 + 0o50) + chr(1190 - 1136) + '\062', 22027 - 22019), ehT0Px3KOsy9(chr(0b110000) + chr(4937 - 4826) + chr(1819 - 1765) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(736 - 687) + chr(0b110001) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(51) + '\x35' + chr(53), 30336 - 30328), ehT0Px3KOsy9('\060' + chr(7718 - 7607) + chr(0b110010) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(173 - 125) + '\157' + chr(49) + chr(2035 - 1985) + chr(303 - 253), 8), ehT0Px3KOsy9('\x30' + chr(6229 - 6118) + chr(0b110010) + chr(49) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b10100 + 0o40) + '\067', 34185 - 34177), ehT0Px3KOsy9('\x30' + '\157' + '\065' + chr(341 - 291), 64684 - 64676), ehT0Px3KOsy9(chr(0b110000) + chr(928 - 817) + '\x33' + chr(0b110011) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b100101 + 0o15) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x34' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2239 - 2190) + '\x30' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100110 + 0o16) + chr(2243 - 2192), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110100), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + '\x35' + chr(0b10111 + 0o31), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xda'), '\x64' + chr(0b1010000 + 0o25) + '\143' + '\157' + '\144' + chr(101))(chr(0b1110101) + chr(8373 - 8257) + chr(0b1100110) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LnuRohkofppv(oVre8I6UXc3b, dQEZt7qqfjno, HmSSw_wDKM4p, N5PqYb6mLJKc=ehT0Px3KOsy9('\060' + chr(2657 - 2546) + '\x32', 0b1000), JIYEA6ithzsw=ehT0Px3KOsy9('\x30' + '\x6f' + chr(1968 - 1918), 8), holLFgwB7vsP=xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\x9c\xce)\x0c'), chr(0b1100100) + chr(5926 - 5825) + '\x63' + '\x6f' + chr(0b1011100 + 0o10) + chr(0b1100101))(chr(5681 - 5564) + chr(0b11011 + 0o131) + chr(9975 - 9873) + chr(0b101101) + '\070'), M6HgRfT76Y_a=None, N9LoITlbVLgY=None): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\xad\xed\x0f$'), chr(6444 - 6344) + chr(0b1100101) + chr(2081 - 1982) + chr(10757 - 10646) + chr(0b10010 + 0o122) + chr(101))('\x75' + chr(116) + chr(0b10000 + 0o126) + chr(124 - 79) + chr(2146 - 2090)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xad\xed\x0f$'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(101))('\165' + chr(3872 - 3756) + chr(102) + '\x2d' + chr(1402 - 1346)), xafqLlk3kkUe(rx9u6xmK3EjR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xab\xe7\x12)\x1e7\xb4\x80s\xc5;nb\xc9lU'), chr(920 - 820) + '\145' + chr(3213 - 3114) + chr(6152 - 6041) + '\x64' + '\x65')(chr(0b100111 + 0o116) + '\164' + chr(672 - 570) + chr(45) + '\070')), dQEZt7qqfjno, HmSSw_wDKM4p, N5PqYb6mLJKc, JIYEA6ithzsw, holLFgwB7vsP, M6HgRfT76Y_a, N9LoITlbVLgY)
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder._batch_norm_without_layers
def _batch_norm_without_layers(self, input_layer, decay, use_scale, epsilon): """Batch normalization on `input_layer` without tf.layers.""" shape = input_layer.shape num_channels = shape[3] if self.data_format == "NHWC" else shape[1] beta = self.get_variable( "beta", [num_channels], tf.float32, tf.float32, initializer=tf.zeros_initializer()) if use_scale: gamma = self.get_variable( "gamma", [num_channels], tf.float32, tf.float32, initializer=tf.ones_initializer()) else: gamma = tf.constant(1.0, tf.float32, [num_channels]) moving_mean = tf.get_variable( "moving_mean", [num_channels], tf.float32, initializer=tf.zeros_initializer(), trainable=False) moving_variance = tf.get_variable( "moving_variance", [num_channels], tf.float32, initializer=tf.ones_initializer(), trainable=False) if self.phase_train: bn, batch_mean, batch_variance = tf.nn.fused_batch_norm( input_layer, gamma, beta, epsilon=epsilon, data_format=self.data_format, is_training=True) mean_update = moving_averages.assign_moving_average( moving_mean, batch_mean, decay=decay, zero_debias=False) variance_update = moving_averages.assign_moving_average( moving_variance, batch_variance, decay=decay, zero_debias=False) tf.add_to_collection(tf.GraphKeys.UPDATE_OPS, mean_update) tf.add_to_collection(tf.GraphKeys.UPDATE_OPS, variance_update) else: bn, _, _ = tf.nn.fused_batch_norm( input_layer, gamma, beta, mean=moving_mean, variance=moving_variance, epsilon=epsilon, data_format=self.data_format, is_training=False) return bn
python
def _batch_norm_without_layers(self, input_layer, decay, use_scale, epsilon): """Batch normalization on `input_layer` without tf.layers.""" shape = input_layer.shape num_channels = shape[3] if self.data_format == "NHWC" else shape[1] beta = self.get_variable( "beta", [num_channels], tf.float32, tf.float32, initializer=tf.zeros_initializer()) if use_scale: gamma = self.get_variable( "gamma", [num_channels], tf.float32, tf.float32, initializer=tf.ones_initializer()) else: gamma = tf.constant(1.0, tf.float32, [num_channels]) moving_mean = tf.get_variable( "moving_mean", [num_channels], tf.float32, initializer=tf.zeros_initializer(), trainable=False) moving_variance = tf.get_variable( "moving_variance", [num_channels], tf.float32, initializer=tf.ones_initializer(), trainable=False) if self.phase_train: bn, batch_mean, batch_variance = tf.nn.fused_batch_norm( input_layer, gamma, beta, epsilon=epsilon, data_format=self.data_format, is_training=True) mean_update = moving_averages.assign_moving_average( moving_mean, batch_mean, decay=decay, zero_debias=False) variance_update = moving_averages.assign_moving_average( moving_variance, batch_variance, decay=decay, zero_debias=False) tf.add_to_collection(tf.GraphKeys.UPDATE_OPS, mean_update) tf.add_to_collection(tf.GraphKeys.UPDATE_OPS, variance_update) else: bn, _, _ = tf.nn.fused_batch_norm( input_layer, gamma, beta, mean=moving_mean, variance=moving_variance, epsilon=epsilon, data_format=self.data_format, is_training=False) return bn
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Batch normalization on `input_layer` without tf.layers.
[ "Batch", "normalization", "on", "input_layer", "without", "tf", ".", "layers", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L411-L466
train
Batch normalization on input_layer without tf. layers.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2102 - 2054) + chr(111) + '\x31' + chr(50) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\062' + chr(0b110001 + 0o4) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(52) + chr(0b100011 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(2250 - 2202) + '\157' + chr(50) + chr(1331 - 1278), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1011 + 0o144) + '\063' + chr(0b110100 + 0o3) + chr(1753 - 1700), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(1333 - 1280) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(7126 - 7015) + '\x33' + chr(55) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(9231 - 9120) + '\063' + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + '\x33' + '\x32' + chr(0b100011 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + '\x33' + '\065' + chr(0b11100 + 0o31), 0b1000), ehT0Px3KOsy9(chr(1585 - 1537) + chr(0b10010 + 0o135) + chr(1392 - 1342) + '\x30' + chr(1999 - 1948), 50640 - 50632), ehT0Px3KOsy9(chr(871 - 823) + '\x6f' + '\062' + '\x32' + chr(964 - 912), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1122 - 1011) + chr(50) + chr(52) + chr(3003 - 2948), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b110001 + 0o76) + '\062' + chr(55) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x30', 21648 - 21640), ehT0Px3KOsy9(chr(2053 - 2005) + chr(0b1101111) + chr(2321 - 2270) + '\x30' + chr(2324 - 2272), 43883 - 43875), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(588 - 537) + chr(0b1111 + 0o44) + chr(1999 - 1951), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(2288 - 2233), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\x33' + chr(171 - 122), 64651 - 64643), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(415 - 304) + '\x32' + chr(52) + '\x37', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b1000 + 0o53) + '\x35' + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(52) + chr(0b110010 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110010) + '\065', 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(983 - 933) + chr(0b110101) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(50) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(1604 - 1555) + '\x33' + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(7139 - 7028) + '\x32' + '\x32' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\063' + chr(2283 - 2231) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110010) + chr(53) + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + '\x31' + chr(574 - 520) + chr(0b100010 + 0o25), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(0b101001 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\063' + '\x37' + chr(0b11010 + 0o33), 8), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(0b100000 + 0o23) + '\x33' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(541 - 490) + '\067' + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(52) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(0b110 + 0o54) + chr(0b100010 + 0o20) + chr(0b100101 + 0o13), 20228 - 20220), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b10010 + 0o42) + chr(2548 - 2494), 9592 - 9584), ehT0Px3KOsy9('\060' + chr(403 - 292) + chr(2200 - 2151) + chr(53) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(314 - 266) + chr(3323 - 3212) + chr(50) + chr(0b101111 + 0o10) + '\065', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\061' + '\x31', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(481 - 428) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f'), chr(0b11111 + 0o105) + '\x65' + chr(0b110011 + 0o60) + chr(111) + '\144' + '\x65')('\165' + chr(0b10011 + 0o141) + chr(102) + chr(1620 - 1575) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def eu5gIfQ6j3gl(oVre8I6UXc3b, M6HgRfT76Y_a, eeyC5_0F9WOf, tAr2pGsF2qk9, Xtig2zAKpR0T): nauYfLglTpcb = M6HgRfT76Y_a.nauYfLglTpcb X1ZpHSxyKbHn = nauYfLglTpcb[ehT0Px3KOsy9('\x30' + chr(111) + chr(51), 0o10)] if oVre8I6UXc3b.data_format == xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xe4vV'), chr(0b101010 + 0o72) + chr(101) + chr(5891 - 5792) + chr(111) + '\x64' + '\145')(chr(3112 - 2995) + '\164' + chr(7637 - 7535) + '\x2d' + chr(0b111000)) else nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(9555 - 9444) + '\x31', 16452 - 16444)] FjcovgoHM1LG = oVre8I6UXc3b.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'3\xc9Ut'), '\x64' + chr(0b1010100 + 0o21) + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + '\x74' + '\146' + chr(0b101101) + chr(56)), [X1ZpHSxyKbHn], IDJ2eXGCBCDu.float32, IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.zeros_initializer()) if tAr2pGsF2qk9: nfeH4ZtvQXsW = oVre8I6UXc3b.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'6\xcdLx\x9c'), chr(8388 - 8288) + chr(6841 - 6740) + chr(2278 - 2179) + '\x6f' + chr(0b101110 + 0o66) + chr(0b1011101 + 0o10))(chr(2973 - 2856) + '\x74' + '\x66' + '\x2d' + chr(0b1 + 0o67)), [X1ZpHSxyKbHn], IDJ2eXGCBCDu.float32, IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.ones_initializer()) else: nfeH4ZtvQXsW = IDJ2eXGCBCDu.constant(1.0, IDJ2eXGCBCDu.float32, [X1ZpHSxyKbHn]) IXBqXKj5IudY = IDJ2eXGCBCDu.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'<\xc3W|\x93\xcf\xa2\xa5\xb1\x8c\xed'), '\144' + chr(0b1100000 + 0o5) + chr(0b11010 + 0o111) + chr(0b110111 + 0o70) + '\144' + '\145')(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b11010 + 0o36)), [X1ZpHSxyKbHn], IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.zeros_initializer(), trainable=ehT0Px3KOsy9('\060' + chr(111) + '\x30', 7560 - 7552)) Zkn5Cn6nQpQn = IDJ2eXGCBCDu.get_variable(xafqLlk3kkUe(SXOLrMavuUCe(b'<\xc3W|\x93\xcf\xa2\xbe\xb5\x9f\xea\xf5\xc9\xd9m'), chr(100) + '\145' + '\143' + chr(111) + '\144' + '\x65')(chr(117) + chr(0b1001010 + 0o52) + chr(5186 - 5084) + chr(0b1111 + 0o36) + chr(0b111000)), [X1ZpHSxyKbHn], IDJ2eXGCBCDu.float32, initializer=IDJ2eXGCBCDu.ones_initializer(), trainable=ehT0Px3KOsy9(chr(732 - 684) + chr(111) + chr(0b110000), 8)) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'!\xc4@f\x98\xf7\x89\xba\xb5\x84\xed'), chr(0b1100100) + chr(0b1100101) + chr(602 - 503) + '\x6f' + chr(5921 - 5821) + '\145')(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\070')): (KyPNMlMrqg19, LhtMwHMtKsB_, avOvM0elNk2L) = IDJ2eXGCBCDu.nn.fused_batch_norm(M6HgRfT76Y_a, nfeH4ZtvQXsW, FjcovgoHM1LG, epsilon=Xtig2zAKpR0T, data_format=oVre8I6UXc3b.data_format, is_training=ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(49), 8)) zdyvrgJtdE9z = nDgFXrDqtELR.assign_moving_average(IXBqXKj5IudY, LhtMwHMtKsB_, decay=eeyC5_0F9WOf, zero_debias=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10111 + 0o31), 8)) bGGWxb3cckNX = nDgFXrDqtELR.assign_moving_average(Zkn5Cn6nQpQn, avOvM0elNk2L, decay=eeyC5_0F9WOf, zero_debias=ehT0Px3KOsy9(chr(48) + '\x6f' + '\x30', 8)) xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xc8EJ\x89\xc7\xa2\xab\xbb\x81\xef\xf1\xc4\xcea\xab\xb6'), '\x64' + chr(917 - 816) + chr(0b10000 + 0o123) + '\x6f' + chr(0b10001 + 0o123) + '\145')(chr(0b1110101) + chr(9655 - 9539) + chr(4595 - 4493) + chr(623 - 578) + chr(398 - 342)))(xafqLlk3kkUe(IDJ2eXGCBCDu.GraphKeys, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xfceT\xa9\xed\xa2\x87\x84\xbe'), chr(0b101 + 0o137) + '\145' + chr(99) + chr(111) + '\144' + '\x65')(chr(117) + chr(116) + chr(102) + chr(45) + chr(517 - 461))), zdyvrgJtdE9z) xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xc8EJ\x89\xc7\xa2\xab\xbb\x81\xef\xf1\xc4\xcea\xab\xb6'), chr(100) + chr(875 - 774) + chr(5662 - 5563) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1100001 + 0o24) + chr(116) + chr(869 - 767) + chr(1261 - 1216) + chr(0b101010 + 0o16)))(xafqLlk3kkUe(IDJ2eXGCBCDu.GraphKeys, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\xfceT\xa9\xed\xa2\x87\x84\xbe'), chr(0b1001111 + 0o25) + chr(101) + '\x63' + chr(0b1101111) + chr(100) + '\x65')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(1121 - 1065))), bGGWxb3cckNX) else: (KyPNMlMrqg19, VNGQdHSFPrso, VNGQdHSFPrso) = IDJ2eXGCBCDu.nn.fused_batch_norm(M6HgRfT76Y_a, nfeH4ZtvQXsW, FjcovgoHM1LG, mean=IXBqXKj5IudY, variance=Zkn5Cn6nQpQn, epsilon=Xtig2zAKpR0T, data_format=oVre8I6UXc3b.data_format, is_training=ehT0Px3KOsy9('\x30' + chr(111) + chr(48), 8)) return KyPNMlMrqg19
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.batch_norm
def batch_norm(self, input_layer=None, decay=0.999, scale=False, epsilon=0.001): """Adds a Batch Normalization layer.""" if input_layer is None: input_layer = self.top_layer else: self.top_size = None name = "batchnorm" + str(self.counts["batchnorm"]) self.counts["batchnorm"] += 1 with tf.variable_scope(name) as scope: if self.use_tf_layers: bn = tf.contrib.layers.batch_norm( input_layer, decay=decay, scale=scale, epsilon=epsilon, is_training=self.phase_train, fused=True, data_format=self.data_format, scope=scope) else: bn = self._batch_norm_without_layers(input_layer, decay, scale, epsilon) self.top_layer = bn self.top_size = bn.shape[ 3] if self.data_format == "NHWC" else bn.shape[1] self.top_size = int(self.top_size) return bn
python
def batch_norm(self, input_layer=None, decay=0.999, scale=False, epsilon=0.001): """Adds a Batch Normalization layer.""" if input_layer is None: input_layer = self.top_layer else: self.top_size = None name = "batchnorm" + str(self.counts["batchnorm"]) self.counts["batchnorm"] += 1 with tf.variable_scope(name) as scope: if self.use_tf_layers: bn = tf.contrib.layers.batch_norm( input_layer, decay=decay, scale=scale, epsilon=epsilon, is_training=self.phase_train, fused=True, data_format=self.data_format, scope=scope) else: bn = self._batch_norm_without_layers(input_layer, decay, scale, epsilon) self.top_layer = bn self.top_size = bn.shape[ 3] if self.data_format == "NHWC" else bn.shape[1] self.top_size = int(self.top_size) return bn
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Adds a Batch Normalization layer.
[ "Adds", "a", "Batch", "Normalization", "layer", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L468-L499
train
Adds a Batch Normalization layer.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\061' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(668 - 617) + '\x33' + chr(0b10101 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(0b101100 + 0o6) + '\x30' + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(1123 - 1072) + '\x34' + chr(0b101001 + 0o16), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(608 - 557) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110011) + chr(52), 0o10), ehT0Px3KOsy9(chr(1187 - 1139) + chr(111) + chr(1756 - 1707) + chr(0b1 + 0o66) + chr(0b110100), 13804 - 13796), ehT0Px3KOsy9('\060' + chr(11877 - 11766) + chr(0b110011) + '\x36' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b101100 + 0o12) + '\061', 45472 - 45464), ehT0Px3KOsy9('\x30' + chr(7220 - 7109) + chr(0b101010 + 0o14) + '\x37', 52749 - 52741), ehT0Px3KOsy9(chr(0b110000) + chr(651 - 540) + '\063' + chr(0b110111) + chr(1524 - 1475), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(55) + '\x30', 0o10), ehT0Px3KOsy9(chr(1830 - 1782) + '\x6f' + chr(49) + chr(53), 13236 - 13228), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10010 + 0o41) + chr(0b110110) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11011 + 0o30) + '\x30' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\063' + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1021 - 972) + chr(0b101 + 0o61) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + '\x33' + chr(0b110110) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x37' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(720 - 671) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x31' + chr(2310 - 2261) + chr(50), 26132 - 26124), ehT0Px3KOsy9(chr(470 - 422) + chr(0b1101111) + chr(49) + chr(54) + chr(1631 - 1580), 713 - 705), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b110010) + chr(266 - 217), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(51) + chr(2174 - 2125) + chr(1667 - 1612), 0b1000), ehT0Px3KOsy9('\x30' + chr(10116 - 10005) + chr(0b11101 + 0o25) + '\060' + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\062' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2164 - 2115) + '\065' + chr(1357 - 1309), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x35', 50649 - 50641), ehT0Px3KOsy9(chr(791 - 743) + '\x6f' + '\062' + chr(0b100101 + 0o20), 14493 - 14485), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(1846 - 1797) + chr(51) + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(1805 - 1753) + chr(1484 - 1434), ord("\x08")), ehT0Px3KOsy9(chr(546 - 498) + '\x6f' + '\061' + '\066' + chr(619 - 569), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(704 - 655) + '\x31' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + '\x36' + '\067', 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b110011) + '\x36' + chr(2466 - 2414), 8), ehT0Px3KOsy9('\060' + chr(4871 - 4760) + chr(0b10100 + 0o35) + chr(0b10 + 0o63) + chr(0b100010 + 0o17), 143 - 135), ehT0Px3KOsy9(chr(2147 - 2099) + chr(0b1010101 + 0o32) + chr(1975 - 1925) + chr(53) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110001) + '\x30' + chr(0b110 + 0o57), 21712 - 21704), ehT0Px3KOsy9(chr(1379 - 1331) + '\x6f' + chr(0b110001 + 0o1) + chr(0b110101) + '\x30', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5'), chr(0b111110 + 0o46) + '\145' + '\143' + chr(0b1011100 + 0o23) + chr(100) + chr(5198 - 5097))(chr(8277 - 8160) + '\x74' + '\x66' + '\055' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def NA3RHDNXnGdK(oVre8I6UXc3b, M6HgRfT76Y_a=None, eeyC5_0F9WOf=0.999, xjPLimsZRgb9=ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\060', 0b1000), Xtig2zAKpR0T=0.001): if M6HgRfT76Y_a is None: M6HgRfT76Y_a = oVre8I6UXc3b.kAVjKpVAiD_W else: oVre8I6UXc3b.y6HbxRCIYP7p = None AIvJRzLdDfgF = xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xb9\xf5\x84\xb62\x13\x86\x9c'), chr(1194 - 1094) + '\145' + chr(3509 - 3410) + chr(0b110001 + 0o76) + '\144' + chr(0b1000001 + 0o44))('\165' + chr(0b1110100) + chr(0b1001110 + 0o30) + chr(0b101101) + chr(0b10101 + 0o43)) + M8_cKLkHVB2V(oVre8I6UXc3b.qaIx4JIwHiwL[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xb9\xf5\x84\xb62\x13\x86\x9c'), chr(100) + chr(980 - 879) + chr(0b1001 + 0o132) + chr(0b111010 + 0o65) + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(1255 - 1210) + chr(56))]) oVre8I6UXc3b.qaIx4JIwHiwL[xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xb9\xf5\x84\xb62\x13\x86\x9c'), chr(3610 - 3510) + chr(0b1100101) + '\x63' + chr(8705 - 8594) + '\x64' + '\145')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38')] += ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(889 - 840), 0b1000) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\xb9\xf3\x8e\xbf>\x10\x91\xaeD\x9a\x17}?'), '\x64' + chr(101) + '\x63' + '\x6f' + '\144' + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(1071 - 1026) + chr(0b111000)))(AIvJRzLdDfgF) as CJBHNoj4zKoT: if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\xab\xe4\xb8\xaa:#\x98\x90N\x9c\n~'), '\x64' + chr(0b1100101) + chr(7183 - 7084) + chr(0b1101111) + '\144' + chr(101))(chr(0b1010110 + 0o37) + chr(0b1010011 + 0o41) + chr(0b101100 + 0o72) + chr(45) + '\070')): KyPNMlMrqg19 = IDJ2eXGCBCDu.contrib.layers.batch_norm(M6HgRfT76Y_a, decay=eeyC5_0F9WOf, scale=xjPLimsZRgb9, epsilon=Xtig2zAKpR0T, is_training=oVre8I6UXc3b.phase_train, fused=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100101 + 0o14), 8), data_format=oVre8I6UXc3b.data_format, scope=CJBHNoj4zKoT) else: KyPNMlMrqg19 = oVre8I6UXc3b._batch_norm_without_layers(M6HgRfT76Y_a, eeyC5_0F9WOf, xjPLimsZRgb9, Xtig2zAKpR0T) oVre8I6UXc3b.kAVjKpVAiD_W = KyPNMlMrqg19 oVre8I6UXc3b.y6HbxRCIYP7p = KyPNMlMrqg19.nauYfLglTpcb[ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011), ord("\x08"))] if oVre8I6UXc3b.data_format == xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x90\xd6\xa4'), chr(0b101111 + 0o65) + '\x65' + chr(0b1100011) + '\157' + chr(0b111100 + 0o50) + chr(0b1100101))('\x75' + chr(7249 - 7133) + chr(6140 - 6038) + chr(0b101010 + 0o3) + chr(56)) else KyPNMlMrqg19.nauYfLglTpcb[ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b11110 + 0o121) + chr(806 - 757), 8)] oVre8I6UXc3b.y6HbxRCIYP7p = ehT0Px3KOsy9(oVre8I6UXc3b.y6HbxRCIYP7p) return KyPNMlMrqg19
ray-project/ray
python/ray/experimental/sgd/tfbench/convnet_builder.py
ConvNetBuilder.lrn
def lrn(self, depth_radius, bias, alpha, beta): """Adds a local response normalization layer.""" name = "lrn" + str(self.counts["lrn"]) self.counts["lrn"] += 1 self.top_layer = tf.nn.lrn( self.top_layer, depth_radius, bias, alpha, beta, name=name) return self.top_layer
python
def lrn(self, depth_radius, bias, alpha, beta): """Adds a local response normalization layer.""" name = "lrn" + str(self.counts["lrn"]) self.counts["lrn"] += 1 self.top_layer = tf.nn.lrn( self.top_layer, depth_radius, bias, alpha, beta, name=name) return self.top_layer
[ "def", "lrn", "(", "self", ",", "depth_radius", ",", "bias", ",", "alpha", ",", "beta", ")", ":", "name", "=", "\"lrn\"", "+", "str", "(", "self", ".", "counts", "[", "\"lrn\"", "]", ")", "self", ".", "counts", "[", "\"lrn\"", "]", "+=", "1", "self", ".", "top_layer", "=", "tf", ".", "nn", ".", "lrn", "(", "self", ".", "top_layer", ",", "depth_radius", ",", "bias", ",", "alpha", ",", "beta", ",", "name", "=", "name", ")", "return", "self", ".", "top_layer" ]
Adds a local response normalization layer.
[ "Adds", "a", "local", "response", "normalization", "layer", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/sgd/tfbench/convnet_builder.py#L501-L507
train
Adds a local response normalization layer.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(176 - 128) + chr(0b1101111) + chr(0b11100 + 0o31) + '\x34', 0o10), ehT0Px3KOsy9(chr(1294 - 1246) + '\x6f' + '\062' + chr(0b10111 + 0o37) + chr(2227 - 2177), ord("\x08")), ehT0Px3KOsy9(chr(1559 - 1511) + chr(0b1001010 + 0o45) + '\064' + '\x34', 58071 - 58063), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o23) + '\060' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(8785 - 8674) + chr(778 - 728) + chr(52) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(10070 - 9959) + chr(51) + '\063' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(494 - 446) + '\157' + chr(1216 - 1167) + '\060' + '\x31', 0b1000), ehT0Px3KOsy9(chr(145 - 97) + '\x6f' + chr(49) + chr(0b101 + 0o53) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b11 + 0o61) + chr(0b1 + 0o64), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(55) + '\063', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b10111 + 0o36) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + '\x31' + chr(55) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(1472 - 1420), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b1101 + 0o46) + chr(136 - 86), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(2280 - 2229) + chr(0b1000 + 0o55) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\063' + chr(0b10010 + 0o42) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(629 - 579) + chr(0b110100) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(521 - 473) + '\x6f' + '\x33' + chr(0b110011) + chr(55), 0o10), ehT0Px3KOsy9(chr(2151 - 2103) + '\x6f' + chr(0b11 + 0o60) + chr(2231 - 2177) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1410 - 1360), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(852 - 741) + chr(555 - 506) + chr(0b100110 + 0o15) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o52) + '\064' + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(55) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(1874 - 1825) + chr(1348 - 1293), 0o10), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(1947 - 1898) + '\060' + chr(49), 8), ehT0Px3KOsy9('\060' + chr(5702 - 5591) + '\067' + chr(0b101 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(1420 - 1372) + '\157' + chr(0b110000 + 0o1) + '\065' + chr(0b1111 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x32' + chr(0b100 + 0o62), 58868 - 58860), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110111) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1000 + 0o51) + chr(0b110001 + 0o2) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(388 - 339) + chr(1592 - 1538) + chr(0b100000 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(341 - 293) + '\157' + chr(0b10 + 0o65) + chr(1588 - 1534), 11510 - 11502), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + '\x32' + chr(0b110110) + chr(55), 65222 - 65214), ehT0Px3KOsy9(chr(1166 - 1118) + chr(0b100 + 0o153) + chr(329 - 278) + chr(50) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(6099 - 5988) + chr(0b100111 + 0o13) + '\x34' + '\061', 8), ehT0Px3KOsy9('\060' + chr(111) + '\x36' + chr(2663 - 2610), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1001 + 0o146) + chr(0b110010) + chr(0b10111 + 0o40) + chr(2306 - 2255), 8), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110110) + chr(2353 - 2303), ord("\x08")), ehT0Px3KOsy9(chr(2265 - 2217) + '\x6f' + chr(0b110011) + chr(0b11010 + 0o32) + '\x33', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(1347 - 1236) + chr(0b110101) + chr(0b11001 + 0o27), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02'), chr(0b111110 + 0o46) + chr(0b1100101) + chr(1854 - 1755) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(5662 - 5545) + chr(0b1100110 + 0o16) + chr(102) + '\055' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def QrgOByFWXUEE(oVre8I6UXc3b, mXtnryhjDLs0, IKTrMTySqz10, gDUX9w35YHFE, FjcovgoHM1LG): AIvJRzLdDfgF = xafqLlk3kkUe(SXOLrMavuUCe(b'@\xc0J'), '\x64' + chr(963 - 862) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + '\x74' + chr(10206 - 10104) + '\x2d' + '\070') + M8_cKLkHVB2V(oVre8I6UXc3b.qaIx4JIwHiwL[xafqLlk3kkUe(SXOLrMavuUCe(b'@\xc0J'), '\x64' + '\145' + '\143' + chr(10045 - 9934) + '\x64' + chr(0b100011 + 0o102))('\165' + '\164' + chr(0b11111 + 0o107) + chr(65 - 20) + chr(56))]) oVre8I6UXc3b.qaIx4JIwHiwL[xafqLlk3kkUe(SXOLrMavuUCe(b'@\xc0J'), chr(0b10 + 0o142) + '\x65' + '\x63' + chr(5152 - 5041) + chr(4947 - 4847) + chr(0b1100101))(chr(7710 - 7593) + '\164' + chr(102) + chr(0b100 + 0o51) + '\x38')] += ehT0Px3KOsy9(chr(48) + chr(4156 - 4045) + '\x31', 0o10) oVre8I6UXc3b.kAVjKpVAiD_W = IDJ2eXGCBCDu.nn.lrn(oVre8I6UXc3b.kAVjKpVAiD_W, mXtnryhjDLs0, IKTrMTySqz10, gDUX9w35YHFE, FjcovgoHM1LG, name=AIvJRzLdDfgF) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'G\xf3r\xea\xec\xa9\x17\x07\x8c?r/'), '\144' + chr(9395 - 9294) + '\143' + chr(111) + chr(100) + chr(8128 - 8027))(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(56)))
ray-project/ray
python/ray/experimental/internal_kv.py
_internal_kv_get
def _internal_kv_get(key): """Fetch the value of a binary key.""" worker = ray.worker.get_global_worker() if worker.mode == ray.worker.LOCAL_MODE: return _local.get(key) return worker.redis_client.hget(key, "value")
python
def _internal_kv_get(key): """Fetch the value of a binary key.""" worker = ray.worker.get_global_worker() if worker.mode == ray.worker.LOCAL_MODE: return _local.get(key) return worker.redis_client.hget(key, "value")
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Fetch the value of a binary key.
[ "Fetch", "the", "value", "of", "a", "binary", "key", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/internal_kv.py#L15-L22
train
Fetch the value of a binary key.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(12037 - 11926) + '\061' + '\x35' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\x30' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(5407 - 5296) + chr(0b110100) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x34' + chr(0b110111), 46399 - 46391), ehT0Px3KOsy9(chr(0b110000) + chr(5030 - 4919) + '\x31' + chr(52) + chr(1604 - 1556), 3097 - 3089), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(48) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101010 + 0o11) + chr(54) + '\065', 29332 - 29324), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\x32' + '\063' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b11001 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x37' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1969 - 1920) + chr(52) + chr(0b100111 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b110110) + chr(669 - 619), 65172 - 65164), ehT0Px3KOsy9(chr(2187 - 2139) + chr(111) + chr(51) + chr(0b110001 + 0o0) + '\067', 0o10), ehT0Px3KOsy9(chr(2264 - 2216) + '\157' + chr(0b110001) + chr(0b10010 + 0o40) + '\067', 0o10), ehT0Px3KOsy9(chr(1501 - 1453) + chr(0b10011 + 0o134) + '\x33' + '\062' + chr(0b110010), 13214 - 13206), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1101 + 0o45) + chr(50) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(8045 - 7934) + chr(52) + chr(0b10 + 0o57), 0o10), ehT0Px3KOsy9(chr(1165 - 1117) + chr(0b1101111) + '\x31' + '\x36' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x36' + chr(0b1111 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(1925 - 1875) + chr(0b1011 + 0o47), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10101 + 0o36) + chr(0b110100) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + '\x32' + chr(0b110001) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(8010 - 7899) + chr(0b110011) + chr(0b100000 + 0o22) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + chr(4285 - 4174) + chr(0b110001) + '\062' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2063 - 2013) + chr(0b10010 + 0o40) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110010) + chr(0b110101) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111 + 0o0) + chr(0b11 + 0o56) + '\x31' + chr(0b10110 + 0o33), 0b1000), ehT0Px3KOsy9(chr(481 - 433) + chr(0b1101111) + chr(0b11100 + 0o26) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o47) + chr(0b110 + 0o61) + chr(53), 0b1000), ehT0Px3KOsy9(chr(985 - 937) + chr(1471 - 1360) + chr(0b110010 + 0o0) + '\x36' + '\062', 8), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + chr(51) + '\062' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\x31' + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1100111 + 0o10) + chr(51) + '\x30' + chr(0b110000), 32372 - 32364), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(1602 - 1554) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + '\x33' + chr(54) + chr(0b110001), 54215 - 54207), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(340 - 290) + chr(0b11100 + 0o24) + chr(0b100100 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(54) + chr(50), 29098 - 29090), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + '\x32' + chr(49) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(0b100110 + 0o21) + '\065', 65001 - 64993)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x35' + chr(2222 - 2174), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b':'), '\x64' + chr(5008 - 4907) + '\143' + '\x6f' + chr(100) + '\145')(chr(117) + chr(116) + chr(4581 - 4479) + chr(1961 - 1916) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def rlOhtoh54GNt(K3J4ZwSlE0sT): sijXcSaDomT1 = H9zaXRrGK6Cq.worker.get_global_worker() if xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'y\x07\xe7A'), chr(1789 - 1689) + '\x65' + chr(99) + chr(459 - 348) + chr(100) + chr(0b1001110 + 0o27))('\165' + chr(0b1011100 + 0o30) + '\146' + chr(0b101101) + '\070')) == xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b"X'\xc0ek?\x0c\xba\xd9Y"), chr(0b1100100) + chr(710 - 609) + chr(2593 - 2494) + '\x6f' + chr(100) + chr(0b110010 + 0o63))(chr(7811 - 7694) + chr(1993 - 1877) + '\146' + chr(0b11101 + 0o20) + chr(0b111000))): return xafqLlk3kkUe(HuCT4RbqHiKD, xafqLlk3kkUe(SXOLrMavuUCe(b's\r\xf7'), chr(100) + chr(885 - 784) + chr(1045 - 946) + chr(8881 - 8770) + chr(141 - 41) + chr(0b1100101))(chr(0b11000 + 0o135) + '\164' + '\x66' + chr(0b101101) + chr(191 - 135)))(K3J4ZwSlE0sT) return xafqLlk3kkUe(sijXcSaDomT1.redis_client, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x0f\xe6P'), '\x64' + chr(0b1100101) + '\143' + '\157' + chr(100) + chr(101))(chr(117) + '\x74' + '\146' + chr(45) + chr(0b111000)))(K3J4ZwSlE0sT, xafqLlk3kkUe(SXOLrMavuUCe(b'b\t\xefQB'), chr(100) + chr(101) + '\x63' + chr(661 - 550) + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(102) + chr(975 - 930) + '\070'))
ray-project/ray
python/ray/experimental/internal_kv.py
_internal_kv_put
def _internal_kv_put(key, value, overwrite=False): """Globally associates a value with a given binary key. This only has an effect if the key does not already have a value. Returns: already_exists (bool): whether the value already exists. """ worker = ray.worker.get_global_worker() if worker.mode == ray.worker.LOCAL_MODE: exists = key in _local if not exists or overwrite: _local[key] = value return exists if overwrite: updated = worker.redis_client.hset(key, "value", value) else: updated = worker.redis_client.hsetnx(key, "value", value) return updated == 0
python
def _internal_kv_put(key, value, overwrite=False): """Globally associates a value with a given binary key. This only has an effect if the key does not already have a value. Returns: already_exists (bool): whether the value already exists. """ worker = ray.worker.get_global_worker() if worker.mode == ray.worker.LOCAL_MODE: exists = key in _local if not exists or overwrite: _local[key] = value return exists if overwrite: updated = worker.redis_client.hset(key, "value", value) else: updated = worker.redis_client.hsetnx(key, "value", value) return updated == 0
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Globally associates a value with a given binary key. This only has an effect if the key does not already have a value. Returns: already_exists (bool): whether the value already exists.
[ "Globally", "associates", "a", "value", "with", "a", "given", "binary", "key", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/experimental/internal_kv.py#L25-L45
train
Globally associates a value with a given binary key.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1446 - 1398) + chr(0b101 + 0o152) + '\x33' + chr(2160 - 2112) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + chr(51) + chr(0b1101 + 0o47) + chr(0b110000), 8800 - 8792), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2225 - 2174) + chr(0b101001 + 0o12) + chr(1314 - 1259), 15396 - 15388), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\063' + chr(89 - 41), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(51) + chr(0b100110 + 0o20) + '\060', 0b1000), ehT0Px3KOsy9(chr(2207 - 2159) + '\x6f' + chr(51) + chr(53) + chr(48), 59850 - 59842), ehT0Px3KOsy9(chr(2036 - 1988) + chr(0b1100 + 0o143) + chr(0b11 + 0o63) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1908 - 1860) + chr(111) + '\x31' + chr(54) + '\x35', 22121 - 22113), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(273 - 224) + chr(0b101001 + 0o15) + chr(2092 - 2040), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(1125 - 1072) + chr(0b11010 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111001 + 0o66) + chr(952 - 903) + chr(0b110101) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b11100 + 0o25) + chr(0b110000), 58694 - 58686), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(54) + chr(0b11 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(1837 - 1787) + '\060' + chr(0b101010 + 0o6), 0o10), ehT0Px3KOsy9(chr(2001 - 1953) + chr(0b1010101 + 0o32) + chr(0b110011) + chr(2107 - 2055) + chr(0b110110), 10790 - 10782), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100 + 0o56) + chr(50) + chr(0b100110 + 0o12), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1242 - 1192) + '\062' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\x34' + chr(0b10111 + 0o31), 54453 - 54445), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b110011) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(10787 - 10676) + chr(49) + '\064' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b100000 + 0o117) + '\x37' + chr(168 - 119), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b110000) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11000 + 0o31) + chr(49) + chr(0b100 + 0o63), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064', 7724 - 7716), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + '\063' + chr(0b110011) + chr(1523 - 1468), 8), ehT0Px3KOsy9(chr(1169 - 1121) + chr(111) + chr(0b110011) + chr(893 - 845) + chr(0b100000 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1381 - 1331) + chr(50) + chr(0b101100 + 0o10), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + chr(1688 - 1639) + chr(54) + chr(55), 7342 - 7334), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b101011 + 0o7) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1347 - 1296) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b11111 + 0o27), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + '\063' + '\x35' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(845 - 734) + '\061' + chr(50) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(53) + chr(0b1001 + 0o51), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110000) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(1349 - 1300) + chr(0b1101 + 0o51) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1101 + 0o44) + '\x36' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(981 - 931) + '\066' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100011 + 0o16) + chr(0b100101 + 0o15), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2070 - 2022) + '\x6f' + '\x35' + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xed'), '\x64' + '\x65' + chr(1484 - 1385) + chr(2257 - 2146) + chr(0b1100100) + chr(0b1100101))(chr(5140 - 5023) + chr(0b101101 + 0o107) + chr(6875 - 6773) + chr(280 - 235) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Z57h8LaVkCFy(K3J4ZwSlE0sT, QmmgWUB13VCJ, owudp2xlhy9V=ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + '\x30', 0b1000)): sijXcSaDomT1 = H9zaXRrGK6Cq.worker.get_global_worker() if xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x8f\xbb\xfd'), chr(9542 - 9442) + chr(101) + chr(0b1100011) + '\157' + chr(0b1011000 + 0o14) + '\x65')('\x75' + '\x74' + chr(9053 - 8951) + chr(950 - 905) + chr(2889 - 2833))) == xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xaf\x9c\xd9\xbc\xb7z:0\xae'), chr(0b1100001 + 0o3) + chr(9690 - 9589) + '\143' + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(102) + chr(0b100100 + 0o11) + chr(56))): OokEtH90qT4F = K3J4ZwSlE0sT in HuCT4RbqHiKD if not OokEtH90qT4F or owudp2xlhy9V: HuCT4RbqHiKD[K3J4ZwSlE0sT] = QmmgWUB13VCJ return OokEtH90qT4F if owudp2xlhy9V: I_MDSiLVkE6I = sijXcSaDomT1.redis_client.hset(K3J4ZwSlE0sT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x81\xb3\xed\x95'), chr(100) + chr(0b1100101) + '\143' + '\157' + '\144' + chr(0b10101 + 0o120))('\165' + chr(8679 - 8563) + chr(102) + '\055' + '\070'), QmmgWUB13VCJ) else: I_MDSiLVkE6I = sijXcSaDomT1.redis_client.hsetnx(K3J4ZwSlE0sT, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x81\xb3\xed\x95'), '\144' + '\x65' + chr(99) + chr(0b10010 + 0o135) + chr(100) + '\x65')('\x75' + chr(1629 - 1513) + '\146' + chr(0b101101) + '\070'), QmmgWUB13VCJ) return I_MDSiLVkE6I == ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11011 + 0o25), 8)
ray-project/ray
python/ray/rllib/optimizers/aso_tree_aggregator.py
TreeAggregator.init
def init(self, aggregators): """Deferred init so that we can pass in previously created workers.""" assert len(aggregators) == self.num_aggregation_workers, aggregators if len(self.remote_evaluators) < self.num_aggregation_workers: raise ValueError( "The number of aggregation workers should not exceed the " "number of total evaluation workers ({} vs {})".format( self.num_aggregation_workers, len(self.remote_evaluators))) assigned_evaluators = collections.defaultdict(list) for i, ev in enumerate(self.remote_evaluators): assigned_evaluators[i % self.num_aggregation_workers].append(ev) self.workers = aggregators for i, worker in enumerate(self.workers): worker.init.remote( self.broadcasted_weights, assigned_evaluators[i], self.max_sample_requests_in_flight_per_worker, self.replay_proportion, self.replay_buffer_num_slots, self.train_batch_size, self.sample_batch_size) self.agg_tasks = TaskPool() for agg in self.workers: agg.set_weights.remote(self.broadcasted_weights) self.agg_tasks.add(agg, agg.get_train_batches.remote()) self.initialized = True
python
def init(self, aggregators): """Deferred init so that we can pass in previously created workers.""" assert len(aggregators) == self.num_aggregation_workers, aggregators if len(self.remote_evaluators) < self.num_aggregation_workers: raise ValueError( "The number of aggregation workers should not exceed the " "number of total evaluation workers ({} vs {})".format( self.num_aggregation_workers, len(self.remote_evaluators))) assigned_evaluators = collections.defaultdict(list) for i, ev in enumerate(self.remote_evaluators): assigned_evaluators[i % self.num_aggregation_workers].append(ev) self.workers = aggregators for i, worker in enumerate(self.workers): worker.init.remote( self.broadcasted_weights, assigned_evaluators[i], self.max_sample_requests_in_flight_per_worker, self.replay_proportion, self.replay_buffer_num_slots, self.train_batch_size, self.sample_batch_size) self.agg_tasks = TaskPool() for agg in self.workers: agg.set_weights.remote(self.broadcasted_weights) self.agg_tasks.add(agg, agg.get_train_batches.remote()) self.initialized = True
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Deferred init so that we can pass in previously created workers.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/optimizers/aso_tree_aggregator.py#L57-L84
train
Deferred init so that we can pass in previously created workers.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b101001 + 0o16), 46583 - 46575), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2202 - 2153) + chr(1288 - 1240) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1660 - 1612) + chr(111) + chr(0b101010 + 0o7) + chr(0b0 + 0o64) + chr(0b110000), 57922 - 57914), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(7249 - 7138) + chr(0b110011) + chr(1718 - 1665) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1000100 + 0o53) + chr(0b100010 + 0o17) + chr(54), 29555 - 29547), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(55) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(1883 - 1772) + '\x32' + chr(0b1010 + 0o46) + chr(906 - 853), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b11110 + 0o24) + chr(2183 - 2130), 16106 - 16098), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x33' + '\067' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(1131 - 1080) + chr(54) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101000 + 0o107) + '\062' + chr(0b1000 + 0o52) + '\063', 0b1000), ehT0Px3KOsy9(chr(188 - 140) + chr(0b11001 + 0o126) + chr(0b110001) + chr(0b101011 + 0o14) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2408 - 2358) + '\063' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(643 - 594) + '\061' + chr(0b110100), 22742 - 22734), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10010 + 0o40) + '\x31' + chr(0b110001), 40217 - 40209), ehT0Px3KOsy9('\x30' + chr(7763 - 7652) + '\063' + chr(0b100011 + 0o15) + chr(439 - 386), 15135 - 15127), ehT0Px3KOsy9('\x30' + chr(7245 - 7134) + '\x34' + chr(0b100011 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\063' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(219 - 170) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(2019 - 1971) + chr(0b111101 + 0o62) + chr(2416 - 2365) + chr(0b101011 + 0o10) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(50) + chr(1386 - 1336) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1413 - 1302) + chr(0b10001 + 0o41) + chr(49) + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(50) + chr(2258 - 2204), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x37' + chr(69 - 17), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(55) + chr(1393 - 1338), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110 + 0o61) + '\064', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b11 + 0o57) + chr(0b11111 + 0o27), 8), ehT0Px3KOsy9('\060' + chr(10997 - 10886) + chr(74 - 24) + '\x36' + chr(0b100010 + 0o17), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\062' + chr(0b1 + 0o66), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000001 + 0o56) + '\x33' + chr(2676 - 2623) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100111 + 0o12) + '\060' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(4334 - 4223) + '\063' + '\x36' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110 + 0o53), 0b1000), ehT0Px3KOsy9('\060' + chr(9047 - 8936) + '\x31' + chr(0b110001 + 0o0) + chr(51), 62434 - 62426), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o32) + chr(1831 - 1780), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + chr(0b10000 + 0o43) + chr(0b110101) + chr(0b110011), 8), ehT0Px3KOsy9(chr(866 - 818) + chr(10187 - 10076) + chr(51) + chr(1157 - 1105) + chr(0b100111 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101 + 0o142) + chr(49) + chr(52) + '\x34', 0o10), ehT0Px3KOsy9(chr(1895 - 1847) + '\157' + '\062' + chr(0b110011) + chr(0b110100 + 0o3), 45773 - 45765), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b110001) + '\x30' + chr(408 - 353), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'!'), chr(835 - 735) + '\145' + chr(99) + chr(0b110011 + 0o74) + '\x64' + chr(2668 - 2567))('\x75' + '\x74' + '\x66' + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def A5GIpkDsgP4U(oVre8I6UXc3b, Al_RLzh96KXl): assert c2A0yzQpDQB3(Al_RLzh96KXl) == xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"a2\r\xb4o\x9c\xe2'\x9f\x94\xf2\x08\xf2#\xe7\x9aV\xb5\xbf\xb6\xf5\xfd\xa5"), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))('\165' + chr(12975 - 12859) + chr(102) + chr(45) + '\070')), Al_RLzh96KXl if c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\r\x84z\x9e\xda0\x8c\x92\xff\t\xfa8\xe6\xb7R'), '\x64' + '\x65' + '\143' + '\157' + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + chr(5933 - 5831) + chr(45) + chr(0b101110 + 0o12)))) < xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"a2\r\xb4o\x9c\xe2'\x9f\x94\xf2\x08\xf2#\xe7\x9aV\xb5\xbf\xb6\xf5\xfd\xa5"), chr(0b1100100) + '\x65' + '\143' + chr(0b1000011 + 0o54) + '\x64' + chr(905 - 804))(chr(8389 - 8272) + chr(116) + chr(2779 - 2677) + chr(501 - 456) + chr(0b111000))): raise q1QCh3W88sgk(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'[/\x05\xcb`\x8e\xe87\x9f\x81\xb3\x13\xfdl\xe8\xa2F\xa8\xa8\xba\xf1\xfb\xbfSQ\x1c\xa1\xde\xe5\x82!\x85bkx\x83\x8a\x11\xf3#/)\x0f\x9f.\x9e\xfd6\x9f\x96\xf7\\\xef$\xec\xe5O\xaf\xa0\xbf\xf5\xfd\xf6SY\x1c\xa2\xde\xe3\x88(\xd7t=j\x87\x90\x05\xeb.`)@\x9ca\x89\xee0\x88\x80\xb3T\xe01\xa9\xb3R\xfa\xb6\xa0\xb9'), '\144' + chr(0b1100101) + chr(99) + chr(10228 - 10117) + chr(9504 - 9404) + chr(0b100100 + 0o101))(chr(0b101101 + 0o110) + chr(1685 - 1569) + chr(102) + chr(0b101101) + chr(0b111 + 0o61)), xafqLlk3kkUe(SXOLrMavuUCe(b'Ys\x12\x84F\x9a\xd6f\xaa\x83\xf6\x16'), '\x64' + chr(6708 - 6607) + chr(0b1100010 + 0o1) + '\157' + chr(0b111111 + 0o45) + chr(0b1100101))(chr(0b10 + 0o163) + chr(6641 - 6525) + chr(102) + chr(1646 - 1601) + chr(0b1101 + 0o53)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"a2\r\xb4o\x9c\xe2'\x9f\x94\xf2\x08\xf2#\xe7\x9aV\xb5\xbf\xb6\xf5\xfd\xa5"), '\x64' + chr(0b101000 + 0o75) + chr(0b1100011) + chr(0b1101111) + chr(1194 - 1094) + '\x65')('\165' + '\164' + chr(0b1100110) + '\055' + '\x38')), c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\r\x84z\x9e\xda0\x8c\x92\xff\t\xfa8\xe6\xb7R'), chr(100) + chr(101) + chr(7289 - 7190) + chr(0b1000100 + 0o53) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1010110 + 0o20) + chr(0b101101) + '\x38'))))) z7JWzesxyaA3 = FGhnnwoh1Dd8.defaultdict(YyaZ4tpXu4lf) for (WVxHKyX45z_L, tDA10AZAVBnF) in YlkZvXL8qwsX(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\r\x84z\x9e\xda0\x8c\x92\xff\t\xfa8\xe6\xb7R'), chr(0b11101 + 0o107) + '\x65' + '\x63' + chr(0b10010 + 0o135) + chr(0b1100100) + chr(3728 - 3627))(chr(0b1110101) + chr(0b111110 + 0o66) + chr(0b1100110) + chr(0b1101 + 0o40) + chr(0b111000)))): xafqLlk3kkUe(z7JWzesxyaA3[WVxHKyX45z_L % oVre8I6UXc3b.num_aggregation_workers], xafqLlk3kkUe(SXOLrMavuUCe(b'n7\x10\x8e`\x9f'), chr(0b100101 + 0o77) + chr(9568 - 9467) + chr(0b1000100 + 0o37) + chr(5387 - 5276) + chr(0b1110 + 0o126) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + '\055' + '\070'))(tDA10AZAVBnF) oVre8I6UXc3b.Th92RMmof5rr = Al_RLzh96KXl for (WVxHKyX45z_L, sijXcSaDomT1) in YlkZvXL8qwsX(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'[/Y\xd9\\\xb6\xe8:\x9c\xc6\xe1\x0e'), chr(0b1100100) + '\x65' + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(0b1010110 + 0o37) + chr(116) + chr(3984 - 3882) + chr(0b100000 + 0o15) + '\x38'))): xafqLlk3kkUe(sijXcSaDomT1.init, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\r\x84z\x9e'), '\x64' + '\145' + chr(5831 - 5732) + '\157' + chr(4103 - 4003) + chr(101))('\165' + chr(0b1010 + 0o152) + chr(0b1100110) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'm5\x0f\x8aj\x98\xe4&\x8e\x96\xf7#\xec)\xe0\xa2I\xae\xbe'), chr(0b1100100) + chr(7654 - 7553) + chr(0b11000 + 0o113) + '\157' + chr(0b1100100) + chr(0b110101 + 0o60))('\165' + chr(5957 - 5841) + chr(0b1100110) + '\055' + chr(3022 - 2966))), z7JWzesxyaA3[WVxHKyX45z_L], xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'b&\x18\xb4}\x9a\xe8%\x96\x96\xcc\x0e\xfe=\xfc\xa0R\xae\xbe\x82\xf9\xe1\x89ZSU\xb1\xd9\xe3\xb64\x92c\x14|\x84\x97\x0f\xfa5'), chr(0b111 + 0o135) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b100 + 0o142) + chr(0b101101) + chr(0b10001 + 0o47))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\x10\x87o\x82\xda%\x88\x9c\xe3\x13\xe98\xe0\xaaO'), chr(100) + chr(0b1100101) + chr(2067 - 1968) + chr(111) + chr(1250 - 1150) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\x10\x87o\x82\xda7\x8f\x95\xf5\x19\xe9\x13\xe7\xb0L\x85\xbe\xb1\xff\xfb\xa5'), '\144' + chr(101) + chr(0b1 + 0o142) + chr(0b1101111) + chr(9279 - 9179) + '\x65')(chr(117) + '\164' + chr(0b1011010 + 0o14) + '\x2d' + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'{5\x01\x82`\xa4\xe74\x8e\x90\xfb#\xe8%\xf3\xa0'), chr(0b1001111 + 0o25) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(5669 - 5552) + chr(0b1001011 + 0o51) + chr(8839 - 8737) + '\x2d' + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'|&\r\x9bb\x9e\xda7\x9b\x87\xf0\x14\xc4?\xe0\xbfD'), chr(0b1100100) + chr(101) + chr(99) + chr(4152 - 4041) + chr(2855 - 2755) + chr(0b1100101))(chr(0b1010011 + 0o42) + '\x74' + chr(0b1100110) + chr(196 - 151) + chr(2395 - 2339)))) oVre8I6UXc3b.hdLgpvNC_ntW = P58axna04FhX() for NCyZNN97GDWZ in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'[/Y\xd9\\\xb6\xe8:\x9c\xc6\xe1\x0e'), '\144' + '\145' + '\x63' + chr(111) + chr(731 - 631) + '\x65')(chr(0b1110101) + chr(116) + chr(8793 - 8691) + chr(0b101101) + chr(2623 - 2567))): xafqLlk3kkUe(NCyZNN97GDWZ.set_weights, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\r\x84z\x9e'), chr(1232 - 1132) + '\145' + '\x63' + '\157' + '\144' + chr(0b1000010 + 0o43))(chr(147 - 30) + chr(0b1110100) + chr(1537 - 1435) + '\055' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'm5\x0f\x8aj\x98\xe4&\x8e\x96\xf7#\xec)\xe0\xa2I\xae\xbe'), '\144' + chr(5820 - 5719) + chr(99) + '\157' + '\x64' + chr(101))('\165' + chr(0b1001 + 0o153) + chr(0b1100110) + chr(45) + '\x38'))) xafqLlk3kkUe(oVre8I6UXc3b.agg_tasks, xafqLlk3kkUe(SXOLrMavuUCe(b'z\rP\x9a7\x98\xc2`\xa0\xbc\xc1O'), chr(0b110110 + 0o56) + '\145' + chr(116 - 17) + chr(0b1101111) + chr(100) + '\x65')(chr(117) + '\x74' + '\146' + '\055' + chr(0b111000)))(NCyZNN97GDWZ, xafqLlk3kkUe(NCyZNN97GDWZ.get_train_batches, xafqLlk3kkUe(SXOLrMavuUCe(b'}"\r\x84z\x9e'), chr(0b1100100) + chr(3582 - 3481) + '\x63' + '\157' + '\x64' + chr(0b1100101))(chr(0b1100011 + 0o22) + chr(0b1110100) + '\x66' + chr(0b101101) + '\x38'))()) oVre8I6UXc3b.i4J72XzKc3hf = ehT0Px3KOsy9('\060' + '\157' + '\061', 43366 - 43358)
ray-project/ray
python/ray/internal/internal_api.py
free
def free(object_ids, local_only=False, delete_creating_tasks=False): """Free a list of IDs from object stores. This function is a low-level API which should be used in restricted scenarios. If local_only is false, the request will be send to all object stores. This method will not return any value to indicate whether the deletion is successful or not. This function is an instruction to object store. If the some of the objects are in use, object stores will delete them later when the ref count is down to 0. Args: object_ids (List[ObjectID]): List of object IDs to delete. local_only (bool): Whether only deleting the list of objects in local object store or all object stores. delete_creating_tasks (bool): Whether also delete the object creating tasks. """ worker = ray.worker.get_global_worker() if ray.worker._mode() == ray.worker.LOCAL_MODE: return if isinstance(object_ids, ray.ObjectID): object_ids = [object_ids] if not isinstance(object_ids, list): raise TypeError("free() expects a list of ObjectID, got {}".format( type(object_ids))) # Make sure that the values are object IDs. for object_id in object_ids: if not isinstance(object_id, ray.ObjectID): raise TypeError("Attempting to call `free` on the value {}, " "which is not an ray.ObjectID.".format(object_id)) worker.check_connected() with profiling.profile("ray.free"): if len(object_ids) == 0: return worker.raylet_client.free_objects(object_ids, local_only, delete_creating_tasks)
python
def free(object_ids, local_only=False, delete_creating_tasks=False): """Free a list of IDs from object stores. This function is a low-level API which should be used in restricted scenarios. If local_only is false, the request will be send to all object stores. This method will not return any value to indicate whether the deletion is successful or not. This function is an instruction to object store. If the some of the objects are in use, object stores will delete them later when the ref count is down to 0. Args: object_ids (List[ObjectID]): List of object IDs to delete. local_only (bool): Whether only deleting the list of objects in local object store or all object stores. delete_creating_tasks (bool): Whether also delete the object creating tasks. """ worker = ray.worker.get_global_worker() if ray.worker._mode() == ray.worker.LOCAL_MODE: return if isinstance(object_ids, ray.ObjectID): object_ids = [object_ids] if not isinstance(object_ids, list): raise TypeError("free() expects a list of ObjectID, got {}".format( type(object_ids))) # Make sure that the values are object IDs. for object_id in object_ids: if not isinstance(object_id, ray.ObjectID): raise TypeError("Attempting to call `free` on the value {}, " "which is not an ray.ObjectID.".format(object_id)) worker.check_connected() with profiling.profile("ray.free"): if len(object_ids) == 0: return worker.raylet_client.free_objects(object_ids, local_only, delete_creating_tasks)
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Free a list of IDs from object stores. This function is a low-level API which should be used in restricted scenarios. If local_only is false, the request will be send to all object stores. This method will not return any value to indicate whether the deletion is successful or not. This function is an instruction to object store. If the some of the objects are in use, object stores will delete them later when the ref count is down to 0. Args: object_ids (List[ObjectID]): List of object IDs to delete. local_only (bool): Whether only deleting the list of objects in local object store or all object stores. delete_creating_tasks (bool): Whether also delete the object creating tasks.
[ "Free", "a", "list", "of", "IDs", "from", "object", "stores", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/internal/internal_api.py#L11-L55
train
Free a list of objects from object store.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1533 - 1485) + chr(0b1101111) + chr(1158 - 1107) + '\x34' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x30' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(1936 - 1886) + chr(55) + chr(48), 0o10), ehT0Px3KOsy9(chr(1454 - 1406) + chr(0b100111 + 0o110) + chr(50) + chr(0b110111) + '\062', 0b1000), ehT0Px3KOsy9(chr(365 - 317) + '\157' + chr(51) + chr(2419 - 2367) + '\x31', 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(1893 - 1839) + chr(0b110001), 11749 - 11741), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1010 + 0o47) + chr(0b10100 + 0o42) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b111000 + 0o67) + chr(1195 - 1144) + '\x33' + chr(0b10001 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1423 - 1372) + chr(0b110000) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1348 - 1300) + chr(111) + '\x31' + '\063' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(939 - 886) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(0b1011 + 0o47) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101001 + 0o6) + chr(0b110011) + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9(chr(959 - 911) + '\x6f' + '\061' + '\066' + chr(0b110100), 7809 - 7801), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\065' + chr(0b110101), 47201 - 47193), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(0b10 + 0o57) + chr(0b110110) + '\x36', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1802 - 1754) + chr(7071 - 6960) + chr(0b1111 + 0o44) + '\x35' + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(1636 - 1587) + '\064' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b11001 + 0o30) + chr(0b110101), 56469 - 56461), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110011) + '\067', 2365 - 2357), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + '\x32' + '\x33' + chr(52), 60048 - 60040), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(50) + chr(49) + chr(49), 42442 - 42434), ehT0Px3KOsy9(chr(1694 - 1646) + chr(0b1101111) + '\x33' + chr(0b1100 + 0o44) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110 + 0o61) + '\x32', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1505 - 1454) + chr(2004 - 1956) + '\x30', 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(0b110010 + 0o0) + '\x30' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110001) + chr(49), 13926 - 13918), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(54) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + chr(1559 - 1510) + '\061' + chr(1680 - 1629), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(51) + chr(0b101000 + 0o12), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1061 - 1010) + chr(2379 - 2326), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + '\066' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(55) + chr(0b11111 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(228 - 178) + '\x32' + chr(0b110010 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100010 + 0o20) + chr(0b110 + 0o56) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b101100 + 0o5) + chr(0b110010) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(10871 - 10760) + chr(1967 - 1917) + chr(54) + '\062', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\065' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf'), chr(0b1100100) + chr(0b11101 + 0o110) + chr(0b1011001 + 0o12) + chr(8186 - 8075) + '\144' + chr(2721 - 2620))('\x75' + chr(0b10101 + 0o137) + chr(0b100001 + 0o105) + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def RgAtzrKx80YI(wYkLMlAXWXDn, htgN9IBiCe0B=ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110000), 0b1000), M909CaMVkujN=ehT0Px3KOsy9(chr(1032 - 984) + chr(6186 - 6075) + chr(0b11 + 0o55), 8)): sijXcSaDomT1 = H9zaXRrGK6Cq.worker.get_global_worker() if xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\xb5\xce\xfd\xa8\x7f.\x8e\xb1\x14E\xd1'), chr(100) + '\145' + chr(0b1100011) + chr(111) + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(891 - 789) + '\x2d' + chr(0b110101 + 0o3)))() == xafqLlk3kkUe(H9zaXRrGK6Cq.worker, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x8f\xfb\xfb\xadn;\x95\x87\x18'), chr(100) + chr(0b1010100 + 0o21) + '\143' + chr(0b11000 + 0o127) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1110 + 0o146) + chr(9693 - 9591) + '\x2d' + chr(0b110001 + 0o7))): return if PlSM16l2KDPD(wYkLMlAXWXDn, xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xa2\xd2\xdf\x82E?\x9e'), '\x64' + chr(2348 - 2247) + '\x63' + chr(0b10011 + 0o134) + chr(2912 - 2812) + '\145')(chr(117) + chr(8462 - 8346) + chr(102) + '\x2d' + '\070'))): wYkLMlAXWXDn = [wYkLMlAXWXDn] if not PlSM16l2KDPD(wYkLMlAXWXDn, YyaZ4tpXu4lf): raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xb2\xdd\xdf\xc9\x18V\xbf\xbb-I\xd8\x9f\x07\xcd\x9bV\n\x84E\x17\xad0\xfa\xa9\x8d\x98\xaa\xe7j\x05\x02\xde1\x14[\xfc\xd6r\xc9\x9c'), '\x64' + chr(0b1100101) + chr(8894 - 8795) + chr(0b1101111) + chr(3173 - 3073) + chr(0b1100101))('\165' + '\164' + '\x66' + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xf4\xca\xd5\xa9P%\xe9\x93-I\xd1'), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(0b11010 + 0o112) + chr(4071 - 3970))('\165' + '\x74' + '\146' + chr(1627 - 1582) + chr(2074 - 2018)))(wmQmyeWBmUpv(wYkLMlAXWXDn))) for HTn3JlC1RoCF in wYkLMlAXWXDn: if not PlSM16l2KDPD(HTn3JlC1RoCF, xafqLlk3kkUe(H9zaXRrGK6Cq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xa2\xd2\xdf\x82E?\x9e'), '\x64' + '\145' + '\143' + chr(0b0 + 0o157) + '\144' + chr(0b1100101))(chr(9164 - 9047) + '\x74' + chr(6134 - 6032) + chr(0b101101) + '\x38'))): raise sznFqDbNBHlx(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xb4\xcc\xdf\x8cA\x02\xb3\xad:\x0c\xcf\x84T\x8e\x9b\x1a\n\xcdV\x05\xff:\xf9\xe9\xe2\x95\xae\xa2}\x19.\xbakUP\xe6\xc7r\xc9\x9c\xec\x98\xcd\x89X\x15\xb2\xe34_\x9b\x85\x1b\x99\xda\x17\x08\xcdD\x02\xf4q\xd3\xeb\xa8\x9f\xa3\xf6@5e'), chr(0b1100100) + chr(0b1100101) + chr(0b1010 + 0o131) + '\157' + '\144' + chr(0b1100101))('\x75' + '\x74' + '\x66' + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xf4\xca\xd5\xa9P%\xe9\x93-I\xd1'), '\144' + '\145' + chr(99) + '\157' + chr(1552 - 1452) + chr(0b1100101))(chr(0b1011010 + 0o33) + chr(3652 - 3536) + '\146' + chr(0b101101) + '\x38'))(HTn3JlC1RoCF)) xafqLlk3kkUe(sijXcSaDomT1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\xa8\xdd\xd9\x8an\x15\xb5\xad3I\xd8\x9f\x11\x89'), chr(0b1100100) + chr(0b100001 + 0o104) + chr(0b1000101 + 0o36) + chr(9034 - 8923) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(279 - 234) + '\070'))() with xafqLlk3kkUe(LDyEj3hDqI8y, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xac\xf5\xd6\xd7G1\x85\xf5\x12T\xd4'), chr(9598 - 9498) + chr(0b1010001 + 0o24) + '\143' + chr(0b1001010 + 0o45) + chr(6280 - 6180) + chr(101))('\x75' + '\x74' + chr(102) + '\055' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xa1\xc1\x94\x87C\x13\xbf'), chr(0b100010 + 0o102) + chr(0b1100101) + chr(99) + '\x6f' + chr(4004 - 3904) + chr(0b101100 + 0o71))('\x75' + '\164' + chr(0b1011010 + 0o14) + chr(45) + chr(56))): if c2A0yzQpDQB3(wYkLMlAXWXDn) == ehT0Px3KOsy9('\x30' + chr(2358 - 2247) + chr(1340 - 1292), 8): return xafqLlk3kkUe(sijXcSaDomT1.raylet_client, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xb2\xdd\xdf\xbe^\x14\xb0\xa6>X\xc8'), chr(1967 - 1867) + chr(101) + chr(2775 - 2676) + chr(0b1000100 + 0o53) + chr(0b110000 + 0o64) + chr(8554 - 8453))('\165' + '\x74' + '\146' + chr(617 - 572) + '\x38'))(wYkLMlAXWXDn, htgN9IBiCe0B, M909CaMVkujN)
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
CollectorService.run
def run(self): """Start the collector worker thread. If running in standalone mode, the current thread will wait until the collector thread ends. """ self.collector.start() if self.standalone: self.collector.join()
python
def run(self): """Start the collector worker thread. If running in standalone mode, the current thread will wait until the collector thread ends. """ self.collector.start() if self.standalone: self.collector.join()
[ "def", "run", "(", "self", ")", ":", "self", ".", "collector", ".", "start", "(", ")", "if", "self", ".", "standalone", ":", "self", ".", "collector", ".", "join", "(", ")" ]
Start the collector worker thread. If running in standalone mode, the current thread will wait until the collector thread ends.
[ "Start", "the", "collector", "worker", "thread", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L47-L55
train
Start the collector worker thread.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b11110 + 0o121) + '\x33' + chr(0b1110 + 0o44) + chr(0b1100 + 0o52), 0o10), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(0b100100 + 0o16) + '\x37' + chr(0b110001), 28598 - 28590), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o36) + chr(55) + chr(0b10001 + 0o43), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1001 + 0o52) + chr(558 - 505), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(78 - 25) + '\x37', 47155 - 47147), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b101110 + 0o5) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(0b10000 + 0o41) + chr(0b1111 + 0o43) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\063' + '\063' + chr(0b11101 + 0o26), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(164 - 114) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1367 - 1316) + '\x37' + '\067', 37224 - 37216), ehT0Px3KOsy9(chr(428 - 380) + chr(1408 - 1297) + chr(1487 - 1438) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7122 - 7011) + '\x31' + chr(48) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(2304 - 2249), 13412 - 13404), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(7343 - 7232) + chr(352 - 301) + chr(656 - 606) + chr(0b1100 + 0o53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b111 + 0o56) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b111 + 0o54) + '\061', 0o10), ehT0Px3KOsy9(chr(104 - 56) + chr(3415 - 3304) + '\x32' + chr(0b110111) + chr(0b100010 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(1814 - 1766) + chr(0b1110 + 0o141) + '\062' + '\066' + chr(670 - 621), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(11856 - 11745) + '\x32' + chr(2245 - 2194) + chr(52), 0b1000), ehT0Px3KOsy9(chr(1118 - 1070) + chr(0b111110 + 0o61) + chr(0b1001 + 0o56) + chr(0b10001 + 0o42), 63473 - 63465), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(2562 - 2511) + chr(2420 - 2370), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(1060 - 1010) + chr(52) + '\x33', 11364 - 11356), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(476 - 425) + chr(52) + '\064', 21811 - 21803), ehT0Px3KOsy9(chr(1409 - 1361) + '\157' + chr(0b110000), 40369 - 40361), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\067' + chr(0b110011), 4470 - 4462), ehT0Px3KOsy9('\060' + chr(7649 - 7538) + '\062' + chr(54) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110001) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + chr(0b110010) + chr(0b1 + 0o66), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100101 + 0o15) + chr(0b0 + 0o63) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(6598 - 6487) + chr(2852 - 2797) + chr(53), 63494 - 63486), ehT0Px3KOsy9(chr(1116 - 1068) + chr(0b111001 + 0o66) + chr(691 - 640) + chr(0b110001) + '\061', 2266 - 2258), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b10010 + 0o41) + chr(0b110001) + chr(674 - 621), 37594 - 37586), ehT0Px3KOsy9(chr(1808 - 1760) + '\157' + '\x33' + chr(0b110101) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101001 + 0o15) + '\060', 10389 - 10381), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(613 - 560), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + '\x33' + '\x34' + chr(927 - 879), 457 - 449), ehT0Px3KOsy9(chr(493 - 445) + chr(111) + chr(0b11001 + 0o31) + '\062' + chr(802 - 747), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b101100 + 0o6) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(10898 - 10787) + '\x32' + chr(0b101110 + 0o3) + chr(0b1001 + 0o52), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1980 - 1932) + '\x6f' + chr(2771 - 2718) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8'), chr(2075 - 1975) + '\145' + chr(0b1000101 + 0o36) + '\157' + chr(100) + chr(7456 - 7355))(chr(0b1101011 + 0o12) + chr(0b11000 + 0o134) + '\146' + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def sgt5BU61bwZ2(oVre8I6UXc3b): xafqLlk3kkUe(oVre8I6UXc3b.collector, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\xcd\x9do['), chr(8682 - 8582) + chr(101) + chr(0b1100000 + 0o3) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(11346 - 11230) + chr(0b10 + 0o144) + '\055' + chr(0b10010 + 0o46)))() if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\xcd\x9dsK\xb9;\xb4s4'), '\x64' + chr(0b1100101) + chr(7562 - 7463) + chr(0b1101111) + '\144' + chr(3291 - 3190))('\165' + chr(116) + '\146' + chr(0b101101) + '\070')): xafqLlk3kkUe(oVre8I6UXc3b.collector, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xd6\xabEU\xac\x01\x95s \xb7O'), chr(100) + '\145' + '\x63' + chr(12168 - 12057) + chr(3106 - 3006) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)))()
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
CollectorService.init_logger
def init_logger(cls, log_level): """Initialize logger settings.""" logger = logging.getLogger("AutoMLBoard") handler = logging.StreamHandler() formatter = logging.Formatter("[%(levelname)s %(asctime)s] " "%(filename)s: %(lineno)d " "%(message)s") handler.setFormatter(formatter) logger.setLevel(log_level) logger.addHandler(handler) return logger
python
def init_logger(cls, log_level): """Initialize logger settings.""" logger = logging.getLogger("AutoMLBoard") handler = logging.StreamHandler() formatter = logging.Formatter("[%(levelname)s %(asctime)s] " "%(filename)s: %(lineno)d " "%(message)s") handler.setFormatter(formatter) logger.setLevel(log_level) logger.addHandler(handler) return logger
[ "def", "init_logger", "(", "cls", ",", "log_level", ")", ":", "logger", "=", "logging", ".", "getLogger", "(", "\"AutoMLBoard\"", ")", "handler", "=", "logging", ".", "StreamHandler", "(", ")", "formatter", "=", "logging", ".", "Formatter", "(", "\"[%(levelname)s %(asctime)s] \"", "\"%(filename)s: %(lineno)d \"", "\"%(message)s\"", ")", "handler", ".", "setFormatter", "(", "formatter", ")", "logger", ".", "setLevel", "(", "log_level", ")", "logger", ".", "addHandler", "(", "handler", ")", "return", "logger" ]
Initialize logger settings.
[ "Initialize", "logger", "settings", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L62-L72
train
Initialize logger settings.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(51) + chr(0b1101 + 0o51) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1711 - 1663) + chr(0b1101101 + 0o2) + chr(0b101000 + 0o13) + '\062', 5880 - 5872), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(2655 - 2544) + '\062' + chr(0b101000 + 0o16) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001 + 0o1) + chr(55) + chr(0b1 + 0o63), 0b1000), ehT0Px3KOsy9(chr(905 - 857) + '\157' + chr(0b10011 + 0o40) + '\065', 15579 - 15571), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\062' + chr(0b100010 + 0o24) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\066' + chr(519 - 466), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6596 - 6485) + chr(51) + chr(0b101010 + 0o7) + chr(0b110101), 24091 - 24083), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(235 - 181) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + chr(1125 - 1072) + chr(49), 698 - 690), ehT0Px3KOsy9(chr(48) + chr(12103 - 11992) + '\x33' + '\064' + chr(2134 - 2084), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1928 - 1879) + chr(0b110111) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5036 - 4925) + '\x31' + chr(0b11100 + 0o25) + chr(0b111 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5576 - 5465) + chr(0b11011 + 0o27) + '\065' + '\x32', 0o10), ehT0Px3KOsy9(chr(1215 - 1167) + chr(10908 - 10797) + chr(49) + chr(55) + chr(0b10000 + 0o42), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1010 + 0o51) + chr(730 - 676) + chr(1481 - 1430), 24695 - 24687), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + '\x31' + chr(53) + chr(248 - 196), 0o10), ehT0Px3KOsy9('\x30' + chr(7118 - 7007) + '\062' + '\061' + '\x36', 43389 - 43381), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10001 + 0o41) + chr(0b110110) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b110000) + chr(7351 - 7240) + chr(0b110001) + chr(0b110111) + '\063', 8), ehT0Px3KOsy9(chr(2024 - 1976) + chr(111) + chr(0b110 + 0o53) + chr(0b110111) + '\061', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(973 - 921) + chr(341 - 286), 0b1000), ehT0Px3KOsy9(chr(2052 - 2004) + '\157' + chr(49) + '\067' + chr(51), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110001) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b10 + 0o56) + chr(0b1010 + 0o51), 2375 - 2367), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10 + 0o57) + chr(50) + chr(0b1101 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(11785 - 11674) + chr(0b110001) + chr(0b110001) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b1000 + 0o53) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b100000 + 0o20) + chr(51), 8), ehT0Px3KOsy9(chr(1386 - 1338) + chr(111) + chr(0b110011 + 0o0) + chr(455 - 402), 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(1098 - 1047) + '\x32' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10836 - 10725) + chr(2040 - 1991) + '\066' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11100 + 0o27) + '\x30' + chr(0b101001 + 0o15), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(2285 - 2234) + chr(0b11011 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\x35' + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(848 - 737) + '\x33' + chr(53) + chr(0b110001 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1731 - 1681) + '\x31' + '\061', 8216 - 8208), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(49) + chr(0b100101 + 0o22) + chr(0b10011 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b100111 + 0o13) + chr(0b110101) + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + chr(1587 - 1539), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb'), chr(0b1010010 + 0o22) + '\145' + chr(2653 - 2554) + chr(111) + '\144' + chr(0b1100101))(chr(7671 - 7554) + chr(116) + chr(102) + '\055' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def HOA_kFL8A4re(NSstowUUZlxS, T0pwOr1WwyTH): hdK8qOUhR6Or = UeotCCWOPSQS.getLogger(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4o\xc7\xd3P\xfaw\x7f\xac\xc7M'), '\144' + chr(0b1001110 + 0o27) + chr(0b100001 + 0o102) + chr(0b1101010 + 0o5) + chr(100) + chr(101))(chr(8073 - 7956) + chr(0b1110100) + '\x66' + '\055' + chr(56))) I_GTmuOABRzI = UeotCCWOPSQS.StreamHandler() aJww5LUxvlKf = UeotCCWOPSQS.Formatter(xafqLlk3kkUe(SXOLrMavuUCe(b'\xae?\x9b\xd0x\xc0P|\xa3\xd4D\x87R:\x8a_\xdb\r\xfd\xd5\x0f\x10J\x1e\xe70\tl{k{\xbe\x18\xa34K\x82\xecQ\xdb\xcf:\x96\x94q\xdf[u\xa3\xda\x00\x86[i\x8fR\x9e\t\xfd\xc5\x1a\x1eBR\xbd'), chr(9061 - 8961) + chr(0b1100101) + chr(2112 - 2013) + chr(0b1101111) + '\144' + chr(101))(chr(0b1101100 + 0o11) + chr(11260 - 11144) + chr(0b111101 + 0o51) + '\055' + chr(2411 - 2355))) xafqLlk3kkUe(I_GTmuOABRzI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\x7f\xc7\xfar\xc4Xq\xb9\xc1L\x90'), chr(880 - 780) + chr(0b1100100 + 0o1) + chr(5778 - 5679) + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(2941 - 2825) + chr(102) + chr(45) + '\x38'))(aJww5LUxvlKf) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\x7f\xc7\xf0x\xc0P|'), '\144' + chr(0b1100101) + '\x63' + chr(0b1010110 + 0o31) + chr(2029 - 1929) + chr(2136 - 2035))('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)))(T0pwOr1WwyTH) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\x94~\xd7\xf4|\xd8Q|\xa8\xc7'), chr(3225 - 3125) + chr(101) + chr(7820 - 7721) + chr(3351 - 3240) + chr(1821 - 1721) + '\x65')('\x75' + '\x74' + chr(102) + chr(0b1111 + 0o36) + chr(0b111000)))(I_GTmuOABRzI) return hdK8qOUhR6Or
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector.run
def run(self): """Run the main event loop for collector thread. In each round the collector traverse the results log directory and reload trial information from the status files. """ self._initialize() self._do_collect() while not self._is_finished: time.sleep(self._reload_interval) self._do_collect() self.logger.info("Collector stopped.")
python
def run(self): """Run the main event loop for collector thread. In each round the collector traverse the results log directory and reload trial information from the status files. """ self._initialize() self._do_collect() while not self._is_finished: time.sleep(self._reload_interval) self._do_collect() self.logger.info("Collector stopped.")
[ "def", "run", "(", "self", ")", ":", "self", ".", "_initialize", "(", ")", "self", ".", "_do_collect", "(", ")", "while", "not", "self", ".", "_is_finished", ":", "time", ".", "sleep", "(", "self", ".", "_reload_interval", ")", "self", ".", "_do_collect", "(", ")", "self", ".", "logger", ".", "info", "(", "\"Collector stopped.\"", ")" ]
Run the main event loop for collector thread. In each round the collector traverse the results log directory and reload trial information from the status files.
[ "Run", "the", "main", "event", "loop", "for", "collector", "thread", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L98-L111
train
Main event loop for collector thread.
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17084), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b11111 + 0o21) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(2113 - 2065) + chr(4017 - 3906) + chr(0b1100 + 0o45) + '\061' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x36' + chr(51), 65025 - 65017), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b101110 + 0o2) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b110001) + chr(2661 - 2609) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b110101) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + '\x35' + chr(0b110110), 50098 - 50090), ehT0Px3KOsy9(chr(185 - 137) + chr(0b1100110 + 0o11) + '\062' + chr(55) + '\x35', 0o10), ehT0Px3KOsy9(chr(1945 - 1897) + '\157' + chr(0b110001) + chr(2896 - 2842) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\063' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(451 - 403) + chr(0b1100 + 0o143) + chr(0b110010) + chr(53) + chr(0b10010 + 0o36), 8), ehT0Px3KOsy9(chr(0b110000) + chr(6992 - 6881) + '\x32' + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(853 - 805) + '\157' + chr(0b11011 + 0o30) + '\x37' + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(1918 - 1807) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b100011 + 0o24) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b1110 + 0o43) + chr(1552 - 1504) + chr(1983 - 1933), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110011) + '\x37' + '\x34', 0o10), ehT0Px3KOsy9(chr(940 - 892) + '\157' + chr(226 - 175) + chr(0b110111) + chr(2400 - 2350), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10579 - 10468) + chr(0b110111) + chr(51), 31698 - 31690), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x34' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(5336 - 5225) + chr(0b110011) + chr(0b111 + 0o60) + '\067', 0o10), ehT0Px3KOsy9(chr(463 - 415) + chr(0b1010100 + 0o33) + '\x33' + chr(0b11110 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1011 + 0o50) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110 + 0o53) + chr(0b110100) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110110 + 0o0) + chr(0b11101 + 0o32), 0b1000), ehT0Px3KOsy9(chr(89 - 41) + chr(0b11000 + 0o127) + chr(0b11100 + 0o25) + chr(49) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(648 - 598) + chr(0b100111 + 0o12) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b100000 + 0o27) + chr(48), 65201 - 65193), ehT0Px3KOsy9(chr(520 - 472) + '\157' + '\x32' + chr(0b110110) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b0 + 0o62) + chr(48) + '\060', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(49) + chr(0b11100 + 0o25) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\x30' + chr(0b100110 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(0b10111 + 0o35), 16261 - 16253), ehT0Px3KOsy9(chr(0b110000) + chr(9277 - 9166) + '\066' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1519 - 1471) + chr(0b1101111) + chr(0b110 + 0o54) + '\x36' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(628 - 517) + '\x34' + chr(1365 - 1314), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(52) + '\x32', 25591 - 25583), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\x35' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10010 + 0o42) + chr(0b110110), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2484 - 2431) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x86'), chr(100) + '\145' + '\x63' + chr(0b110101 + 0o72) + chr(5179 - 5079) + chr(0b0 + 0o145))('\x75' + '\164' + chr(102) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def sgt5BU61bwZ2(oVre8I6UXc3b): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\xee&\xda\xf2\t\x8bB\xd4\x0c\xba'), chr(0b1001 + 0o133) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(2943 - 2842))(chr(0b11 + 0o162) + '\164' + chr(102) + chr(712 - 667) + chr(0b111000)))() xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"\xf7\xe3'\xec\xe5\x0f\x86B\xd8\x15\xab"), chr(100) + chr(0b1100101) + chr(239 - 140) + chr(0b1100000 + 0o17) + chr(9903 - 9803) + '\x65')(chr(9990 - 9873) + chr(0b1110100) + chr(102) + '\x2d' + chr(1179 - 1123)))() while not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"\xff\xf2'\xd5\xf3W\x92}\xef\x18\xa6\x9f"), chr(0b1100100) + chr(0b1100101) + chr(0b11010 + 0o111) + chr(10696 - 10585) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(408 - 292) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(0b100000 + 0o30))): xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\xeb-\xd6\xf6'), chr(7532 - 7432) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(0b100001 + 0o105) + '\x2d' + chr(323 - 267)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\xf5-\xdf\xe9\x01\x8eq\xd4\x18\xab\xcd\xe5\x88e\x94'), chr(0b1011001 + 0o13) + chr(0b11000 + 0o115) + '\143' + '\157' + chr(100) + chr(0b101010 + 0o73))(chr(13632 - 13515) + '\164' + chr(0b1100110) + '\055' + '\070'))) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"\xf7\xe3'\xec\xe5\x0f\x86B\xd8\x15\xab"), chr(1911 - 1811) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + chr(6388 - 6287))(chr(0b1001011 + 0o52) + '\164' + '\146' + '\x2d' + chr(56)))() xafqLlk3kkUe(oVre8I6UXc3b.logger, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xb0\x00\xcb\xf3\x03\x8d\x19\xd7\x1a\x85\xc3'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b111 + 0o150) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b110 + 0o156) + chr(102) + '\x2d' + chr(0b1010 + 0o56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xe8$\xdf\xe3\x03\x9eA\xcfV\xac\xdc\xf8\x8et\x9d&\xd2'), '\x64' + chr(101) + '\143' + '\157' + '\x64' + '\145')('\x75' + chr(0b1110100) + '\146' + chr(45) + chr(0b100100 + 0o24)))
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._initialize
def _initialize(self): """Initialize collector worker thread, Log path will be checked first. Records in DB backend will be cleared. """ if not os.path.exists(self._logdir): raise CollectorError("Log directory %s not exists" % self._logdir) self.logger.info("Collector started, taking %s as parent directory" "for all job logs." % self._logdir) # clear old records JobRecord.objects.filter().delete() TrialRecord.objects.filter().delete() ResultRecord.objects.filter().delete()
python
def _initialize(self): """Initialize collector worker thread, Log path will be checked first. Records in DB backend will be cleared. """ if not os.path.exists(self._logdir): raise CollectorError("Log directory %s not exists" % self._logdir) self.logger.info("Collector started, taking %s as parent directory" "for all job logs." % self._logdir) # clear old records JobRecord.objects.filter().delete() TrialRecord.objects.filter().delete() ResultRecord.objects.filter().delete()
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Initialize collector worker thread, Log path will be checked first. Records in DB backend will be cleared.
[ "Initialize", "collector", "worker", "thread", "Log", "path", "will", "be", "checked", "first", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L117-L131
train
Initialize collector worker thread.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + chr(49) + '\x32' + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1198 - 1148) + chr(0b101100 + 0o11) + chr(0b1000 + 0o54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1100 + 0o46) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(0b110011 + 0o0) + '\062' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(51) + chr(2482 - 2431), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + chr(0b110011) + chr(0b110010) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110001) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1121 - 1073) + chr(492 - 381) + chr(0b100001 + 0o20) + '\060' + chr(1866 - 1818), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110111) + chr(55), 11439 - 11431), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(719 - 669) + chr(53) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b110011) + chr(0b1010 + 0o54) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(12027 - 11916) + chr(0b110010) + chr(0b10001 + 0o43) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x30' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b100000 + 0o23) + chr(795 - 745), 40915 - 40907), ehT0Px3KOsy9('\060' + chr(9138 - 9027) + '\x32' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\067' + chr(1040 - 988), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4002 - 3891) + '\x37' + chr(1065 - 1010), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(51) + chr(51) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\063' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1055 - 1007) + '\157' + chr(1538 - 1488) + chr(0b110101) + chr(0b100001 + 0o17), 0b1000), ehT0Px3KOsy9(chr(632 - 584) + chr(0b10101 + 0o132) + '\x31' + '\x34' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(361 - 313) + chr(10079 - 9968) + '\063' + chr(0b110101) + chr(1400 - 1347), 33067 - 33059), ehT0Px3KOsy9('\x30' + '\157' + chr(161 - 106) + chr(2302 - 2251), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(222 - 172) + '\064' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b110010) + chr(0b110110) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1667 - 1619) + '\157' + '\x33' + chr(52) + chr(1891 - 1840), 0b1000), ehT0Px3KOsy9('\060' + chr(4793 - 4682) + '\063' + chr(0b110000) + chr(2344 - 2292), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(51) + chr(1031 - 982), 17265 - 17257), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100010 + 0o21) + chr(0b110101) + chr(0b110000 + 0o3), 34806 - 34798), ehT0Px3KOsy9(chr(48) + chr(11995 - 11884) + chr(729 - 678) + chr(2214 - 2166), 44367 - 44359), ehT0Px3KOsy9(chr(963 - 915) + '\157' + chr(78 - 29) + chr(0b110001) + '\x37', 0o10), ehT0Px3KOsy9(chr(1279 - 1231) + chr(111) + chr(0b11100 + 0o27) + '\065' + '\x35', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), 1831 - 1823), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110101) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(1358 - 1305) + '\060', 36186 - 36178), ehT0Px3KOsy9('\x30' + chr(2524 - 2413) + chr(0b110011) + '\x32' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\x37' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110011 + 0o4) + chr(2815 - 2761), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(10609 - 10498) + '\065' + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'y'), chr(9227 - 9127) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(0b1011111 + 0o6))(chr(8471 - 8354) + chr(116) + chr(0b1001011 + 0o33) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def yqOzPtED3oPS(oVre8I6UXc3b): if not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'2\xd4y\xa3/\xa5'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(100) + '\145')('\165' + chr(8009 - 7893) + chr(0b1100110) + '\x2d' + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xc0\x7f\xb7?\xbf\xbf'), chr(100) + chr(9570 - 9469) + '\x63' + '\157' + chr(2539 - 2439) + '\x65')(chr(6809 - 6692) + '\164' + '\x66' + '\x2d' + chr(1667 - 1611)))): raise a5xoyi1icQ23(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xc3w\xf0?\xbf\xbf%\xdc\xd9\x98\xd5\xb8l\x7fd\x1cQ\xb5)\x88\x00\x95R\xd5\xc6\x90'), chr(0b10000 + 0o124) + chr(101) + chr(99) + chr(6365 - 6254) + '\x64' + chr(9568 - 9467))(chr(117) + chr(116) + chr(0b1100110) + chr(0b11100 + 0o21) + chr(56)) % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xc0\x7f\xb7?\xbf\xbf'), chr(0b10001 + 0o123) + chr(0b1010 + 0o133) + '\143' + '\x6f' + '\144' + chr(6753 - 6652))(chr(117) + chr(0b1110100) + '\146' + '\055' + chr(1861 - 1805)))) xafqLlk3kkUe(oVre8I6UXc3b.logger, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x9bX\xa8.\xb5\xaaw\xd5\xc1\xad\xcc'), chr(2637 - 2537) + chr(101) + chr(99) + chr(111) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(102) + chr(235 - 190) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xc3|\xbc>\xb5\xb9/\xcd\x8d\x84\xd3\xa0>.rX\x13\xfa)\xc9\x0e\x84U\xc1\x92\xc6\xb7\xf9}\x988?\x8cZ\t\x06\xa5\x9d\x1a>\xdeu\xb3/\xb9\xbf9\xd9\xc2\x85\x87\xa0 67VP\xb8}\xc4\n\x8aH\x88'), '\144' + '\145' + '\x63' + chr(2412 - 2301) + chr(9278 - 9178) + chr(0b1100101))(chr(0b100 + 0o161) + chr(116) + '\x66' + chr(1418 - 1373) + chr(56)) % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xc0\x7f\xb7?\xbf\xbf'), chr(0b110 + 0o136) + chr(0b110100 + 0o61) + '\143' + '\157' + chr(100) + '\145')(chr(117) + '\164' + chr(102) + chr(45) + '\070'))) xafqLlk3kkUe(W7kCA761frwi.objects.filter(), xafqLlk3kkUe(SXOLrMavuUCe(b'3\xc9|\xb5/\xb3'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1011010 + 0o25) + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b110101 + 0o61) + chr(0b101101) + chr(56)))() xafqLlk3kkUe(nGEagzBC6rVy.objects.filter(), xafqLlk3kkUe(SXOLrMavuUCe(b'3\xc9|\xb5/\xb3'), chr(0b1100100) + chr(346 - 245) + chr(0b1100011) + chr(7170 - 7059) + '\x64' + chr(7787 - 7686))(chr(0b1110101) + chr(4856 - 4740) + chr(0b1100110) + '\055' + chr(0b111000)))() xafqLlk3kkUe(VqjUZo_4U4Xt.objects.filter(), xafqLlk3kkUe(SXOLrMavuUCe(b'3\xc9|\xb5/\xb3'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(8358 - 8247) + chr(5659 - 5559) + chr(0b1010100 + 0o21))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(0b111000)))()
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector.sync_job_info
def sync_job_info(self, job_name): """Load information of the job with the given job name. 1. Traverse each experiment sub-directory and sync information for each trial. 2. Create or update the job information, together with the job meta file. Args: job_name (str) name of the Tune experiment """ job_path = os.path.join(self._logdir, job_name) if job_name not in self._monitored_jobs: self._create_job_info(job_path) self._monitored_jobs.add(job_name) else: self._update_job_info(job_path) expr_dirs = filter(lambda d: os.path.isdir(os.path.join(job_path, d)), os.listdir(job_path)) for expr_dir_name in expr_dirs: self.sync_trial_info(job_path, expr_dir_name) self._update_job_info(job_path)
python
def sync_job_info(self, job_name): """Load information of the job with the given job name. 1. Traverse each experiment sub-directory and sync information for each trial. 2. Create or update the job information, together with the job meta file. Args: job_name (str) name of the Tune experiment """ job_path = os.path.join(self._logdir, job_name) if job_name not in self._monitored_jobs: self._create_job_info(job_path) self._monitored_jobs.add(job_name) else: self._update_job_info(job_path) expr_dirs = filter(lambda d: os.path.isdir(os.path.join(job_path, d)), os.listdir(job_path)) for expr_dir_name in expr_dirs: self.sync_trial_info(job_path, expr_dir_name) self._update_job_info(job_path)
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Load information of the job with the given job name. 1. Traverse each experiment sub-directory and sync information for each trial. 2. Create or update the job information, together with the job meta file. Args: job_name (str) name of the Tune experiment
[ "Load", "information", "of", "the", "job", "with", "the", "given", "job", "name", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L140-L165
train
Load information of the job with the given job name.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1010000 + 0o37) + chr(0b110010 + 0o4) + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(48) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(2144 - 2096) + chr(111) + '\x31' + '\064' + chr(0b100001 + 0o22), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + '\x33' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7018 - 6907) + '\x31' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100011 + 0o16) + chr(931 - 876), 61744 - 61736), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\x32' + '\064' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + '\061' + chr(0b110100) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(7896 - 7785) + '\x33' + chr(0b1111 + 0o47) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1011 + 0o47) + chr(2505 - 2450) + chr(1392 - 1342), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + '\x33' + '\x34' + '\x30', 38447 - 38439), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + '\x33' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(51) + '\063', 31100 - 31092), ehT0Px3KOsy9(chr(0b110000) + chr(5819 - 5708) + chr(0b110100) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1605 - 1556) + '\065' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110100) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\x31' + chr(53) + '\x30', 44956 - 44948), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101000 + 0o12) + chr(0b100 + 0o61) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1 + 0o61) + chr(0b110111) + chr(540 - 488), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(1118 - 1067) + '\x30' + '\067', 63482 - 63474), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10001 + 0o42) + '\x37' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(2151 - 2101) + chr(2398 - 2344) + chr(0b110011), 21041 - 21033), ehT0Px3KOsy9(chr(1227 - 1179) + chr(0b1101111) + '\x31' + chr(819 - 767) + chr(53), 27413 - 27405), ehT0Px3KOsy9(chr(48) + chr(571 - 460) + chr(772 - 723) + chr(0b110100) + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(5383 - 5272) + chr(50) + chr(2432 - 2378) + chr(430 - 377), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11100 + 0o27) + chr(0b11000 + 0o31) + chr(52), 0o10), ehT0Px3KOsy9(chr(187 - 139) + chr(7730 - 7619) + chr(0b110 + 0o55) + '\x35' + chr(1966 - 1911), 0b1000), ehT0Px3KOsy9(chr(146 - 98) + chr(4665 - 4554) + chr(0b110001) + chr(55) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\063' + chr(0b11111 + 0o26), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + '\x33' + '\x31' + chr(0b101111 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1947 - 1896) + chr(2593 - 2540) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + '\062' + chr(54) + chr(0b110 + 0o52), 15596 - 15588), ehT0Px3KOsy9(chr(1412 - 1364) + '\x6f' + chr(2145 - 2095) + '\063' + chr(51), 59518 - 59510), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\060' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b1 + 0o60) + chr(0b10010 + 0o37) + chr(1682 - 1634), 18868 - 18860), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x30' + chr(676 - 624), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(51) + chr(0b110111), 38923 - 38915), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b1110 + 0o43) + chr(0b101001 + 0o12) + chr(55), 8), ehT0Px3KOsy9('\060' + chr(701 - 590) + chr(0b101100 + 0o11) + chr(0b10000 + 0o40), 54467 - 54459), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\061' + chr(0b0 + 0o61) + chr(1400 - 1350), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(7855 - 7744) + chr(53) + chr(1601 - 1553), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a'), '\x64' + chr(0b1100101) + chr(0b10 + 0o141) + chr(0b1000100 + 0o53) + '\144' + chr(0b110100 + 0o61))(chr(0b111011 + 0o72) + chr(116) + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def HHlzidxhxHwY(oVre8I6UXc3b, bwrSnL6FukBd): dFTL9rfyIfrJ = oqhJDdMJfuwx.path._oWXztVNnqHF(oVre8I6UXc3b._logdir, bwrSnL6FukBd) if bwrSnL6FukBd not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'k,\x0cra{\xcf\x13\x96\xde\xbfu4G\x1e'), '\x64' + chr(0b10100 + 0o121) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(6821 - 6705) + chr(0b11001 + 0o115) + chr(1050 - 1005) + '\070')): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'k"\x11yi{\xc5>\x99\xd5\x82@2K\x0bK'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b0 + 0o145))('\165' + '\164' + chr(9577 - 9475) + chr(0b101101) + '\070'))(dFTL9rfyIfrJ) xafqLlk3kkUe(oVre8I6UXc3b._monitored_jobs, xafqLlk3kkUe(SXOLrMavuUCe(b'A\x0bSm1l\xe7T\xa9\xf5\xb2,'), chr(100) + chr(101) + chr(99) + chr(0b1101101 + 0o2) + chr(891 - 791) + chr(6010 - 5909))('\165' + chr(8131 - 8015) + chr(0b1100110) + chr(444 - 399) + '\070'))(bwrSnL6FukBd) else: xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'k4\x13xi{\xc5>\x99\xd5\x82@2K\x0bK'), '\144' + '\x65' + '\x63' + chr(0b1001000 + 0o47) + '\144' + '\x65')(chr(0b100101 + 0o120) + '\164' + '\x66' + '\x2d' + '\070'))(dFTL9rfyIfrJ) cLIH2UhnCadz = hi1V0ySZcNds(lambda pd3lxn9vqWxp: oqhJDdMJfuwx.path.isdir(oqhJDdMJfuwx.path._oWXztVNnqHF(dFTL9rfyIfrJ, pd3lxn9vqWxp)), oqhJDdMJfuwx.listdir(dFTL9rfyIfrJ)) for pOM9RNkcqi3N in cLIH2UhnCadz: xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'G8\r\x7fW{\xd2\x08\x92\xd6\xbfv5C\x02'), chr(0b1011 + 0o131) + chr(101) + '\143' + '\157' + chr(7001 - 6901) + chr(5159 - 5058))(chr(0b1110101) + chr(116) + chr(3429 - 3327) + chr(45) + chr(56)))(dFTL9rfyIfrJ, pOM9RNkcqi3N) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'k4\x13xi{\xc5>\x99\xd5\x82@2K\x0bK'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + '\145')(chr(0b101011 + 0o112) + chr(116) + '\x66' + chr(0b100 + 0o51) + chr(56)))(dFTL9rfyIfrJ)
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector.sync_trial_info
def sync_trial_info(self, job_path, expr_dir_name): """Load information of the trial from the given experiment directory. Create or update the trial information, together with the trial meta file. Args: job_path(str) expr_dir_name(str) """ expr_name = expr_dir_name[-8:] expr_path = os.path.join(job_path, expr_dir_name) if expr_name not in self._monitored_trials: self._create_trial_info(expr_path) self._monitored_trials.add(expr_name) else: self._update_trial_info(expr_path)
python
def sync_trial_info(self, job_path, expr_dir_name): """Load information of the trial from the given experiment directory. Create or update the trial information, together with the trial meta file. Args: job_path(str) expr_dir_name(str) """ expr_name = expr_dir_name[-8:] expr_path = os.path.join(job_path, expr_dir_name) if expr_name not in self._monitored_trials: self._create_trial_info(expr_path) self._monitored_trials.add(expr_name) else: self._update_trial_info(expr_path)
[ "def", "sync_trial_info", "(", "self", ",", "job_path", ",", "expr_dir_name", ")", ":", "expr_name", "=", "expr_dir_name", "[", "-", "8", ":", "]", "expr_path", "=", "os", ".", "path", ".", "join", "(", "job_path", ",", "expr_dir_name", ")", "if", "expr_name", "not", "in", "self", ".", "_monitored_trials", ":", "self", ".", "_create_trial_info", "(", "expr_path", ")", "self", ".", "_monitored_trials", ".", "add", "(", "expr_name", ")", "else", ":", "self", ".", "_update_trial_info", "(", "expr_path", ")" ]
Load information of the trial from the given experiment directory. Create or update the trial information, together with the trial meta file. Args: job_path(str) expr_dir_name(str)
[ "Load", "information", "of", "the", "trial", "from", "the", "given", "experiment", "directory", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L167-L185
train
Load the trial information from the given experiment directory. Create or update the trial info together with the trial meta file.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(591 - 543) + chr(0b10100 + 0o133) + chr(51) + '\x32' + '\x37', 34280 - 34272), ehT0Px3KOsy9('\060' + chr(9253 - 9142) + chr(1727 - 1675) + chr(55), 0o10), ehT0Px3KOsy9(chr(1816 - 1768) + '\x6f' + chr(252 - 202) + chr(1552 - 1503) + chr(1854 - 1801), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2096 - 2045) + chr(52) + '\067', 0o10), ehT0Px3KOsy9(chr(1323 - 1275) + chr(12097 - 11986) + '\063' + '\060' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11111 + 0o24) + chr(0b1001 + 0o55) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(49) + chr(0b101000 + 0o16), 7562 - 7554), ehT0Px3KOsy9(chr(917 - 869) + '\157' + '\066' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b101110 + 0o4) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b100110 + 0o12) + chr(51), 0o10), ehT0Px3KOsy9(chr(2028 - 1980) + chr(0b110011 + 0o74) + chr(51) + chr(52) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(54) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(51) + '\063', 53590 - 53582), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(906 - 857) + chr(0b1 + 0o63) + chr(0b11011 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1100 + 0o45) + chr(1060 - 1006), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1752 - 1641) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110010) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100101 + 0o15) + chr(2214 - 2164) + '\x32', 54375 - 54367), ehT0Px3KOsy9('\060' + chr(3302 - 3191) + chr(1655 - 1606) + '\x30', 34943 - 34935), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(52) + chr(1969 - 1915), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b110010) + '\062' + chr(0b10001 + 0o43), 0o10), ehT0Px3KOsy9('\060' + chr(391 - 280) + '\062' + chr(0b110101), 26515 - 26507), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110001) + '\x35', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(2493 - 2440), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(53) + chr(0b1000 + 0o52), 28010 - 28002), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(0b100001 + 0o21) + '\x35', 0o10), ehT0Px3KOsy9(chr(1140 - 1092) + chr(111) + chr(0b110011) + chr(53) + chr(365 - 316), 18675 - 18667), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101101 + 0o2) + chr(51) + chr(0b10111 + 0o34) + '\x32', 48700 - 48692), ehT0Px3KOsy9('\060' + chr(3132 - 3021) + '\062' + '\060' + chr(1452 - 1399), 0b1000), ehT0Px3KOsy9(chr(1008 - 960) + chr(111) + chr(0b100010 + 0o17) + chr(0b1011 + 0o50) + chr(1972 - 1924), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\061' + '\064' + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b101110 + 0o101) + '\x33' + chr(0b1000 + 0o53) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(1652 - 1602) + chr(50), 8), ehT0Px3KOsy9(chr(1253 - 1205) + chr(111) + '\062' + chr(53) + chr(0b10 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8008 - 7897) + chr(1976 - 1926) + '\060' + chr(0b110000 + 0o7), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(2099 - 2051) + '\157' + chr(51) + chr(0b110010) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(963 - 852) + '\x31' + '\x30' + chr(0b110110), 65165 - 65157), ehT0Px3KOsy9(chr(596 - 548) + chr(793 - 682) + chr(49) + '\067' + '\064', 26911 - 26903), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1100001 + 0o16) + chr(0b110110) + chr(0b1011 + 0o46), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(48), 22399 - 22391)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9'), chr(0b1010100 + 0o20) + chr(0b1001110 + 0o27) + chr(0b1100011) + chr(0b1101111) + '\144' + '\145')(chr(117) + '\164' + '\146' + chr(0b0 + 0o55) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def VoxWLTo6eenf(oVre8I6UXc3b, dFTL9rfyIfrJ, pOM9RNkcqi3N): JWPeFfL2eVld = pOM9RNkcqi3N[-ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11 + 0o56) + chr(0b1111 + 0o41), 8):] W21sevnENG_2 = oqhJDdMJfuwx.path._oWXztVNnqHF(dFTL9rfyIfrJ, pOM9RNkcqi3N) if JWPeFfL2eVld not in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88J\xe2\x89\xa9\x80\xe1@\xf6\'\xbaG)\x0com"'), chr(100) + chr(9190 - 9089) + chr(0b1100011) + '\x6f' + chr(100) + '\145')('\x75' + chr(13193 - 13077) + chr(451 - 349) + chr(0b101101) + chr(0b111000))): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88D\xff\x82\xa1\x80\xebm\xe71\x8cR7:go7\xfd'), '\144' + chr(101) + chr(99) + '\x6f' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1010011 + 0o41) + '\146' + '\055' + '\x38'))(W21sevnENG_2) xafqLlk3kkUe(oVre8I6UXc3b._monitored_trials, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2m\xbd\x96\xf9\x97\xc9\x07\xc9\x0c\xb7\x00'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + chr(0b101001 + 0o73) + chr(101))('\x75' + chr(230 - 114) + '\146' + chr(45) + chr(0b100100 + 0o24)))(JWPeFfL2eVld) else: xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88R\xfd\x83\xa1\x80\xebm\xe71\x8cR7:go7\xfd'), chr(0b101100 + 0o70) + chr(101) + '\143' + chr(0b111010 + 0o65) + chr(100) + chr(0b11101 + 0o110))('\x75' + chr(116) + '\x66' + chr(570 - 525) + chr(0b111000)))(W21sevnENG_2)
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._create_job_info
def _create_job_info(self, job_dir): """Create information for given job. Meta file will be loaded if exists, and the job information will be saved in db backend. Args: job_dir (str): Directory path of the job. """ meta = self._build_job_meta(job_dir) self.logger.debug("Create job: %s" % meta) job_record = JobRecord.from_json(meta) job_record.save()
python
def _create_job_info(self, job_dir): """Create information for given job. Meta file will be loaded if exists, and the job information will be saved in db backend. Args: job_dir (str): Directory path of the job. """ meta = self._build_job_meta(job_dir) self.logger.debug("Create job: %s" % meta) job_record = JobRecord.from_json(meta) job_record.save()
[ "def", "_create_job_info", "(", "self", ",", "job_dir", ")", ":", "meta", "=", "self", ".", "_build_job_meta", "(", "job_dir", ")", "self", ".", "logger", ".", "debug", "(", "\"Create job: %s\"", "%", "meta", ")", "job_record", "=", "JobRecord", ".", "from_json", "(", "meta", ")", "job_record", ".", "save", "(", ")" ]
Create information for given job. Meta file will be loaded if exists, and the job information will be saved in db backend. Args: job_dir (str): Directory path of the job.
[ "Create", "information", "for", "given", "job", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L187-L201
train
Create information for given job.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10101 + 0o34) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(2619 - 2508) + '\062' + chr(1527 - 1472) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(1527 - 1476) + '\061' + chr(1832 - 1778), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000110 + 0o51) + '\064' + chr(2105 - 2057), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x36' + chr(0b11 + 0o60), 47198 - 47190), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + '\061' + chr(55) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(10212 - 10101) + chr(49) + '\x33' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(7481 - 7370) + chr(0b110011) + '\066' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(55) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(55) + '\x33', 33982 - 33974), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + chr(0b110000 + 0o1) + chr(0b100010 + 0o21) + chr(0b100101 + 0o13), 17840 - 17832), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\062' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110001) + chr(2215 - 2160), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(2310 - 2259) + '\066' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1758 - 1710) + chr(0b1011001 + 0o26) + '\x32' + chr(51) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(52) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(49) + '\x33', 0o10), ehT0Px3KOsy9(chr(965 - 917) + chr(111) + chr(0b110011) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11762 - 11651) + chr(54) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\067' + chr(2129 - 2074), 39680 - 39672), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(49) + chr(54) + chr(0b10001 + 0o42), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(9935 - 9824) + chr(0b10110 + 0o33) + '\x37' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b1010 + 0o50) + chr(0b110000), 9302 - 9294), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11110 + 0o25) + chr(0b110111) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(556 - 445) + chr(0b100111 + 0o13) + '\x37' + chr(0b11000 + 0o34), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1010 + 0o51) + chr(53) + chr(0b11110 + 0o31), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(68 - 16) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(4630 - 4519) + chr(0b110011) + chr(0b10 + 0o65) + '\065', 41169 - 41161), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101 + 0o56) + '\x33' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1818 - 1707) + chr(51) + '\x30' + chr(0b1000 + 0o50), 6553 - 6545), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10010 + 0o41) + chr(0b110111) + chr(1943 - 1888), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(50) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\067' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b101110 + 0o101) + chr(2479 - 2428) + chr(0b110010) + chr(0b11010 + 0o32), 53786 - 53778), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + '\x35', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11010 + 0o31) + '\x30' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\064' + '\066', 13683 - 13675), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(6122 - 6011) + chr(49) + chr(0b110001) + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9(chr(2158 - 2110) + chr(111) + chr(0b110011) + '\066' + chr(0b110100), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1110 + 0o47) + chr(1655 - 1607), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'#'), chr(100) + chr(0b1100101) + chr(6792 - 6693) + chr(0b1101111) + chr(0b1010 + 0o132) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b0 + 0o55) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def XBBXaj4d8qgX(oVre8I6UXc3b, k39POvkVmmOV): Ddxy_ihdYXS3 = oVre8I6UXc3b._build_job_meta(k39POvkVmmOV) xafqLlk3kkUe(oVre8I6UXc3b.logger, xafqLlk3kkUe(SXOLrMavuUCe(b'i\xd9\xacU\x14'), chr(100) + chr(101) + '\143' + '\x6f' + '\x64' + '\145')(chr(117) + '\x74' + chr(0b1100110) + chr(584 - 539) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'N\xce\xabA\x07\x18~\x9e\xd1Ybw\xeaw'), chr(100) + chr(0b1000000 + 0o45) + chr(0b1100011) + chr(0b1100010 + 0o15) + '\x64' + chr(10095 - 9994))(chr(0b1110101) + chr(0b1110100) + chr(10221 - 10119) + chr(0b101010 + 0o3) + chr(0b111000)) % Ddxy_ihdYXS3) VjpAEb1dhKib = W7kCA761frwi.from_json(Ddxy_ihdYXS3) xafqLlk3kkUe(VjpAEb1dhKib, xafqLlk3kkUe(SXOLrMavuUCe(b'~\xdd\xb8E'), '\x64' + chr(0b1100100 + 0o1) + chr(0b10001 + 0o122) + '\x6f' + '\x64' + chr(6978 - 6877))(chr(117) + chr(0b100010 + 0o122) + chr(0b1100110) + chr(0b1001 + 0o44) + chr(56)))()
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._update_job_info
def _update_job_info(cls, job_dir): """Update information for given job. Meta file will be loaded if exists, and the job information in in db backend will be updated. Args: job_dir (str): Directory path of the job. Return: Updated dict of job meta info """ meta_file = os.path.join(job_dir, JOB_META_FILE) meta = parse_json(meta_file) if meta: logging.debug("Update job info for %s" % meta["job_id"]) JobRecord.objects \ .filter(job_id=meta["job_id"]) \ .update(end_time=timestamp2date(meta["end_time"]))
python
def _update_job_info(cls, job_dir): """Update information for given job. Meta file will be loaded if exists, and the job information in in db backend will be updated. Args: job_dir (str): Directory path of the job. Return: Updated dict of job meta info """ meta_file = os.path.join(job_dir, JOB_META_FILE) meta = parse_json(meta_file) if meta: logging.debug("Update job info for %s" % meta["job_id"]) JobRecord.objects \ .filter(job_id=meta["job_id"]) \ .update(end_time=timestamp2date(meta["end_time"]))
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Update information for given job. Meta file will be loaded if exists, and the job information in in db backend will be updated. Args: job_dir (str): Directory path of the job. Return: Updated dict of job meta info
[ "Update", "information", "for", "given", "job", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L204-L223
train
Update the job meta info for given job.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10110 + 0o33) + '\066' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(295 - 246) + chr(1577 - 1525) + chr(934 - 885), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(1766 - 1716) + chr(2345 - 2290) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\065' + chr(52), 29439 - 29431), ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + '\x33' + chr(0b101 + 0o62) + chr(0b1011 + 0o52), 59036 - 59028), ehT0Px3KOsy9('\x30' + chr(6324 - 6213) + '\x32' + '\x37' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10010 + 0o40) + chr(0b110111) + chr(0b110000 + 0o2), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x30' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9104 - 8993) + chr(50) + chr(1659 - 1610) + chr(527 - 472), 0b1000), ehT0Px3KOsy9(chr(2120 - 2072) + chr(111) + '\063' + '\065' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\061' + '\x34' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b101010 + 0o15) + '\x30', 0b1000), ehT0Px3KOsy9(chr(2177 - 2129) + chr(2972 - 2861) + chr(2105 - 2056) + '\x31' + chr(1471 - 1417), 61558 - 61550), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(49) + chr(0b1 + 0o62) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6078 - 5967) + '\061' + chr(2891 - 2836) + chr(0b111 + 0o56), 15084 - 15076), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(7447 - 7336) + '\062' + chr(0b110000) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b100000 + 0o23) + chr(0b110011) + chr(0b10101 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1888 - 1840) + chr(0b101000 + 0o107) + '\063' + '\065' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(50) + '\060' + chr(1705 - 1654), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + chr(50) + chr(0b11101 + 0o25) + chr(2070 - 2020), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\064' + chr(2091 - 2041), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b1011 + 0o47) + '\067' + chr(49), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(51) + '\061' + chr(2047 - 1992), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110100) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1551 - 1502) + chr(0b10111 + 0o36) + chr(1135 - 1086), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2033 - 1983) + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(436 - 387) + chr(982 - 930) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(9961 - 9850) + '\062' + chr(50) + chr(0b100001 + 0o23), 36335 - 36327), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\x36' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b101001 + 0o10) + chr(0b110010), 32818 - 32810), ehT0Px3KOsy9(chr(1001 - 953) + chr(0b1100010 + 0o15) + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3631 - 3520) + chr(52) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(49 - 1) + chr(9060 - 8949) + chr(0b110010) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\067' + '\062', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\066' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + '\x32' + chr(48) + chr(0b110101), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(0b101111 + 0o6) + chr(0b11110 + 0o22), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'X'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(0b1001000 + 0o35))(chr(13615 - 13498) + chr(7768 - 7652) + chr(7774 - 7672) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nxxGCvbykBRO(NSstowUUZlxS, k39POvkVmmOV): bA1zw91Kxflm = oqhJDdMJfuwx.path._oWXztVNnqHF(k39POvkVmmOV, _ybD9g7VH7nJ) Ddxy_ihdYXS3 = mxADQH9hsI7e(bA1zw91Kxflm) if Ddxy_ihdYXS3: xafqLlk3kkUe(UeotCCWOPSQS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x04\xdb\xd9\x9a'), chr(527 - 427) + '\145' + '\143' + '\157' + '\x64' + chr(0b0 + 0o145))(chr(117) + chr(0b1010011 + 0o41) + chr(8095 - 7993) + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'#\x11\xdd\xcd\x89\xd9\x9a)\xe0\x8eF\xd1 b5:\x1b\xee\xa90\xcb\xf0'), '\144' + '\x65' + '\x63' + chr(4352 - 4241) + chr(0b1001110 + 0o26) + chr(9841 - 9740))('\165' + '\164' + chr(6163 - 6061) + '\055' + chr(0b10011 + 0o45)) % Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x0e\xdb\xf3\x94\xd8'), '\144' + chr(7755 - 7654) + chr(99) + '\x6f' + chr(0b1100100) + chr(101))(chr(117) + '\164' + '\146' + chr(694 - 649) + '\070')]) xafqLlk3kkUe(W7kCA761frwi.objects.filter(job_id=Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x0e\xdb\xf3\x94\xd8'), chr(0b1100100) + chr(101) + chr(99) + chr(10315 - 10204) + chr(0b1000101 + 0o37) + chr(8748 - 8647))('\165' + chr(116) + chr(0b1100110) + chr(45) + chr(56))]), xafqLlk3kkUe(SXOLrMavuUCe(b',\x15\xf8\xe9\x94\xf2\xf0-\xf6\xd8\x03\x88'), chr(1333 - 1233) + chr(631 - 530) + chr(99) + '\157' + chr(8918 - 8818) + '\x65')(chr(117) + chr(0b1010100 + 0o40) + '\x66' + chr(45) + chr(0b111000)))(end_time=sRiGXwAt_H2K(Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\x0f\xdd\xf3\x89\xd5\xd7&'), '\x64' + chr(0b1010101 + 0o20) + '\x63' + '\157' + '\144' + chr(0b11000 + 0o115))('\x75' + '\164' + chr(102) + chr(505 - 460) + chr(2729 - 2673))]))
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._create_trial_info
def _create_trial_info(self, expr_dir): """Create information for given trial. Meta file will be loaded if exists, and the trial information will be saved in db backend. Args: expr_dir (str): Directory path of the experiment. """ meta = self._build_trial_meta(expr_dir) self.logger.debug("Create trial for %s" % meta) trial_record = TrialRecord.from_json(meta) trial_record.save()
python
def _create_trial_info(self, expr_dir): """Create information for given trial. Meta file will be loaded if exists, and the trial information will be saved in db backend. Args: expr_dir (str): Directory path of the experiment. """ meta = self._build_trial_meta(expr_dir) self.logger.debug("Create trial for %s" % meta) trial_record = TrialRecord.from_json(meta) trial_record.save()
[ "def", "_create_trial_info", "(", "self", ",", "expr_dir", ")", ":", "meta", "=", "self", ".", "_build_trial_meta", "(", "expr_dir", ")", "self", ".", "logger", ".", "debug", "(", "\"Create trial for %s\"", "%", "meta", ")", "trial_record", "=", "TrialRecord", ".", "from_json", "(", "meta", ")", "trial_record", ".", "save", "(", ")" ]
Create information for given trial. Meta file will be loaded if exists, and the trial information will be saved in db backend. Args: expr_dir (str): Directory path of the experiment.
[ "Create", "information", "for", "given", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L225-L239
train
Create trial. Meta file will be loaded if exists and the trial information will be saved in db backend.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(10450 - 10339) + chr(2206 - 2156) + chr(53 - 3) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b101001 + 0o106) + chr(0b110011), 64102 - 64094), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + '\061' + '\x33' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(817 - 769) + chr(0b1100011 + 0o14) + chr(0b110001) + '\x35' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100100 + 0o16) + '\063' + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(52) + '\061', 20000 - 19992), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + '\x31' + '\060' + chr(741 - 693), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\060' + '\x33', 26717 - 26709), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x31' + '\x30' + chr(1010 - 961), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x37' + chr(2303 - 2253), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(808 - 697) + '\x32' + chr(979 - 927) + chr(1801 - 1746), 17464 - 17456), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + chr(0b110001 + 0o0) + '\060' + chr(1444 - 1390), 0o10), ehT0Px3KOsy9(chr(176 - 128) + chr(10901 - 10790) + chr(49) + '\060' + chr(1772 - 1721), 8), ehT0Px3KOsy9(chr(2122 - 2074) + chr(0b1011010 + 0o25) + chr(910 - 860) + chr(51), 0o10), ehT0Px3KOsy9(chr(1801 - 1753) + chr(0b1101111) + '\063' + chr(0b110011) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(1019 - 964) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b111 + 0o52) + chr(54) + chr(54), 21415 - 21407), ehT0Px3KOsy9(chr(1248 - 1200) + chr(10571 - 10460) + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101011 + 0o6) + chr(0b11110 + 0o30) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(5372 - 5261) + chr(51) + chr(0b110000) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(758 - 705) + chr(0b1111 + 0o45), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x30' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110100) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3578 - 3467) + '\x37' + chr(457 - 403), 29949 - 29941), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x36' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2105 - 2056) + chr(51 - 2), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100 + 0o56) + '\060' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(950 - 898) + chr(823 - 771), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110111) + chr(104 - 55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(1742 - 1693) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(1898 - 1849) + '\x37' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111 + 0o0) + '\x31' + chr(1717 - 1667) + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9(chr(608 - 560) + chr(10776 - 10665) + '\x31' + chr(0b110011) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101001 + 0o11) + '\065' + chr(0b10111 + 0o35), 27191 - 27183), ehT0Px3KOsy9(chr(0b110000) + chr(2785 - 2674) + chr(0b1010 + 0o51) + chr(616 - 568) + chr(0b110111), 23160 - 23152), ehT0Px3KOsy9('\x30' + chr(111) + chr(2240 - 2190) + chr(0b110101) + chr(1487 - 1433), 0b1000), ehT0Px3KOsy9('\060' + chr(971 - 860) + chr(0b110010 + 0o1) + chr(0b11001 + 0o27) + '\x37', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b111010 + 0o65) + chr(142 - 89) + chr(0b110000), 33705 - 33697)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe'), '\x64' + chr(0b1000 + 0o135) + chr(99) + chr(111) + chr(831 - 731) + '\145')(chr(0b100010 + 0o123) + chr(7879 - 7763) + chr(5782 - 5680) + chr(719 - 674) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Qxb97Phes_aA(oVre8I6UXc3b, _GzpZdZPQ76G): Ddxy_ihdYXS3 = oVre8I6UXc3b._build_trial_meta(_GzpZdZPQ76G) xafqLlk3kkUe(oVre8I6UXc3b.logger, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4f;\x19C'), chr(0b1011011 + 0o11) + chr(101) + chr(0b1 + 0o142) + '\x6f' + chr(6893 - 6793) + chr(0b101100 + 0o71))('\x75' + chr(390 - 274) + '\x66' + chr(933 - 888) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3q<\rP\xff\xc141(\x9b\xcb! ,a\xfb\x9b\x05'), '\x64' + '\x65' + chr(99) + chr(0b1101111) + '\x64' + chr(0b10000 + 0o125))(chr(2669 - 2552) + chr(0b100001 + 0o123) + chr(9546 - 9444) + chr(45) + '\070') % Ddxy_ihdYXS3) ZFABPK3q64CL = nGEagzBC6rVy.from_json(Ddxy_ihdYXS3) xafqLlk3kkUe(ZFABPK3q64CL, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3b/\t'), chr(0b1100100) + chr(101) + '\143' + '\x6f' + chr(4328 - 4228) + chr(0b1100101))(chr(0b10011 + 0o142) + chr(0b1110100) + chr(102) + chr(655 - 610) + chr(0b1 + 0o67)))()
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._update_trial_info
def _update_trial_info(self, expr_dir): """Update information for given trial. Meta file will be loaded if exists, and the trial information in db backend will be updated. Args: expr_dir(str) """ trial_id = expr_dir[-8:] meta_file = os.path.join(expr_dir, EXPR_META_FILE) meta = parse_json(meta_file) result_file = os.path.join(expr_dir, EXPR_RESULT_FILE) offset = self._result_offsets.get(trial_id, 0) results, new_offset = parse_multiple_json(result_file, offset) self._add_results(results, trial_id) self._result_offsets[trial_id] = new_offset if meta: TrialRecord.objects \ .filter(trial_id=trial_id) \ .update(trial_status=meta["status"], end_time=timestamp2date(meta.get("end_time", None))) elif len(results) > 0: metrics = { "episode_reward": results[-1].get("episode_reward_mean", None), "accuracy": results[-1].get("mean_accuracy", None), "loss": results[-1].get("loss", None) } if results[-1].get("done"): TrialRecord.objects \ .filter(trial_id=trial_id) \ .update(trial_status="TERMINATED", end_time=results[-1].get("date", None), metrics=str(metrics)) else: TrialRecord.objects \ .filter(trial_id=trial_id) \ .update(metrics=str(metrics))
python
def _update_trial_info(self, expr_dir): """Update information for given trial. Meta file will be loaded if exists, and the trial information in db backend will be updated. Args: expr_dir(str) """ trial_id = expr_dir[-8:] meta_file = os.path.join(expr_dir, EXPR_META_FILE) meta = parse_json(meta_file) result_file = os.path.join(expr_dir, EXPR_RESULT_FILE) offset = self._result_offsets.get(trial_id, 0) results, new_offset = parse_multiple_json(result_file, offset) self._add_results(results, trial_id) self._result_offsets[trial_id] = new_offset if meta: TrialRecord.objects \ .filter(trial_id=trial_id) \ .update(trial_status=meta["status"], end_time=timestamp2date(meta.get("end_time", None))) elif len(results) > 0: metrics = { "episode_reward": results[-1].get("episode_reward_mean", None), "accuracy": results[-1].get("mean_accuracy", None), "loss": results[-1].get("loss", None) } if results[-1].get("done"): TrialRecord.objects \ .filter(trial_id=trial_id) \ .update(trial_status="TERMINATED", end_time=results[-1].get("date", None), metrics=str(metrics)) else: TrialRecord.objects \ .filter(trial_id=trial_id) \ .update(metrics=str(metrics))
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Update information for given trial. Meta file will be loaded if exists, and the trial information in db backend will be updated. Args: expr_dir(str)
[ "Update", "information", "for", "given", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L241-L281
train
Update the trial information for given trial.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b101111 + 0o4) + chr(48) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + '\x32' + '\067' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b1011 + 0o52) + chr(55), 24695 - 24687), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\061' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1001 + 0o52) + '\065' + '\064', 53866 - 53858), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x33' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + '\x33' + chr(50) + chr(163 - 111), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(743 - 693) + '\064' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110001) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b111 + 0o53) + chr(49) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\x33' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101 + 0o0) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1853 - 1799) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b11111 + 0o120) + chr(177 - 126) + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1124 - 1071) + chr(659 - 611), 24149 - 24141), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\x33' + chr(0b10 + 0o62) + chr(49), 52787 - 52779), ehT0Px3KOsy9(chr(1842 - 1794) + chr(111) + chr(0b110011) + '\067' + chr(1516 - 1462), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + '\x31' + chr(0b110011) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(226 - 173) + chr(1972 - 1919), 65460 - 65452), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + '\062' + chr(1123 - 1070) + chr(1093 - 1045), 62399 - 62391), ehT0Px3KOsy9(chr(910 - 862) + chr(4169 - 4058) + chr(0b100111 + 0o12) + chr(0b101 + 0o54) + '\x33', 6996 - 6988), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(54) + chr(907 - 852), 46278 - 46270), ehT0Px3KOsy9(chr(1052 - 1004) + chr(111) + chr(0b1000 + 0o53) + '\062' + chr(51), 47343 - 47335), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b1111 + 0o46), 58859 - 58851), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(51) + chr(0b11001 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(51) + chr(0b110111) + chr(78 - 28), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2226 - 2177) + chr(49) + chr(0b101001 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110010) + chr(0b1 + 0o57), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(0b101011 + 0o10) + '\x34' + chr(1145 - 1094), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(50) + chr(2359 - 2307) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(1032 - 981) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110000) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x32' + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(2306 - 2256) + chr(0b1111 + 0o47) + '\062', 8605 - 8597), ehT0Px3KOsy9(chr(244 - 196) + chr(111) + chr(49) + '\063' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101011 + 0o10) + chr(48) + chr(0b110101), 15233 - 15225), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100100 + 0o17) + '\x30' + chr(541 - 490), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(1069 - 1014) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\067' + '\x36', 14206 - 14198)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8'), '\144' + '\145' + chr(99) + chr(0b10000 + 0o137) + chr(100) + chr(101))(chr(0b1101010 + 0o13) + chr(3912 - 3796) + chr(102) + chr(727 - 682) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def sUrwTQNS9Ddk(oVre8I6UXc3b, _GzpZdZPQ76G): rv8CNRYETQhs = _GzpZdZPQ76G[-ehT0Px3KOsy9('\x30' + chr(3111 - 3000) + chr(0b110001) + chr(0b100 + 0o54), ord("\x08")):] bA1zw91Kxflm = oqhJDdMJfuwx.path._oWXztVNnqHF(_GzpZdZPQ76G, kjNXVhIWlYzh) Ddxy_ihdYXS3 = mxADQH9hsI7e(bA1zw91Kxflm) CtQ53_fLh8yq = oqhJDdMJfuwx.path._oWXztVNnqHF(_GzpZdZPQ76G, NwPn2sbT50ha) VRaYxwVeIO1g = oVre8I6UXc3b._result_offsets.get(rv8CNRYETQhs, ehT0Px3KOsy9(chr(1581 - 1533) + chr(111) + '\x30', 0o10)) (iIGKX2zSEGYP, cuLqMvKWns_8) = NsCCYXfhVhdx(CtQ53_fLh8yq, VRaYxwVeIO1g) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xde\x0b+\xb3/\xb1\xd0\xf7\xa5\xffh'), chr(100) + chr(4956 - 4855) + chr(226 - 127) + chr(111) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + chr(0b10110 + 0o27) + chr(3033 - 2977)))(iIGKX2zSEGYP, rv8CNRYETQhs) oVre8I6UXc3b.Fq0kTCDfiZFF[rv8CNRYETQhs] = cuLqMvKWns_8 if Ddxy_ihdYXS3: xafqLlk3kkUe(nGEagzBC6rVy.objects.filter(trial_id=rv8CNRYETQhs), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xcb.\n\x85\x13\x9e\xcd\xfb\xfd\xee+'), chr(100) + '\x65' + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(0b1010010 + 0o43) + '\164' + '\x66' + chr(45) + chr(56)))(trial_status=Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\xcb\x0e;\x99.'), chr(100) + chr(101) + '\143' + '\x6f' + '\144' + chr(0b1001111 + 0o26))(chr(117) + chr(374 - 258) + chr(0b1100110) + chr(0b1000 + 0o45) + chr(56))], end_time=sRiGXwAt_H2K(xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xda\x1b'), chr(100) + chr(4332 - 4231) + chr(99) + '\x6f' + chr(0b11000 + 0o114) + chr(4142 - 4041))(chr(0b1110101) + '\x74' + chr(2583 - 2481) + '\x2d' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xd1\x0b\x10\x984\xb9\xc6'), '\144' + '\145' + chr(99) + chr(111) + chr(0b1100100) + chr(101))('\165' + chr(116) + '\x66' + '\055' + chr(0b111000)), None))) elif c2A0yzQpDQB3(iIGKX2zSEGYP) > ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110000), 8): yYegMqDoSfs5 = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xcf\x06<\x839\xb1\xfc\xf0\xac\xfcz]Q'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + '\070'): iIGKX2zSEGYP[-ehT0Px3KOsy9('\060' + chr(111) + '\x31', ord("\x08"))].get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xcf\x06<\x839\xb1\xfc\xf0\xac\xfcz]Q\x83E\x84\x9f7'), chr(6470 - 6370) + chr(4192 - 4091) + '\143' + '\157' + chr(0b1100100 + 0o0) + chr(7638 - 7537))('\165' + '\164' + chr(0b1100110) + chr(0b101001 + 0o4) + '\x38'), None), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xdc\x0c:\x9e<\xb7\xda'), '\x64' + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1010101 + 0o40) + chr(116) + '\x66' + chr(1099 - 1054) + chr(56)): iIGKX2zSEGYP[-ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), 8)].get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\xda\x0e!\xb3<\xb7\xc0\xf7\xbb\xeaxV'), '\144' + chr(0b111010 + 0o53) + chr(749 - 650) + chr(111) + '\144' + '\145')('\x75' + '\x74' + chr(0b1010011 + 0o23) + '\x2d' + chr(0b11110 + 0o32)), None), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xd0\x1c<'), chr(6940 - 6840) + '\x65' + chr(99) + chr(0b1101111) + '\144' + chr(0b10000 + 0o125))(chr(117) + chr(0b1100011 + 0o21) + chr(0b1100110) + chr(570 - 525) + chr(56)): iIGKX2zSEGYP[-ehT0Px3KOsy9(chr(994 - 946) + '\157' + chr(739 - 690), 8)].get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\xd0\x1c<'), '\144' + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1110101) + '\x74' + chr(9414 - 9312) + '\055' + '\x38'), None)} if xafqLlk3kkUe(iIGKX2zSEGYP[-ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(645 - 534) + '\x31', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xda\x1b'), '\144' + '\145' + '\x63' + chr(0b1101111) + chr(0b1001010 + 0o32) + chr(0b1011 + 0o132))(chr(3286 - 3169) + chr(116) + chr(0b1100110) + chr(0b1101 + 0o40) + chr(0b11111 + 0o31)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xd0\x01*'), chr(2117 - 2017) + chr(101) + chr(8485 - 8386) + chr(0b110011 + 0o74) + chr(100) + chr(0b1100101))('\165' + '\x74' + chr(0b111000 + 0o56) + chr(45) + chr(0b1100 + 0o54))): xafqLlk3kkUe(nGEagzBC6rVy.objects.filter(trial_id=rv8CNRYETQhs), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xcb.\n\x85\x13\x9e\xcd\xfb\xfd\xee+'), chr(0b1001111 + 0o25) + chr(0b1100101) + chr(8516 - 8417) + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + chr(2304 - 2248)))(trial_status=xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\xfa=\x02\xa5\x13\x95\xf7\xc7\x8d'), '\144' + chr(0b1100101) + '\x63' + '\157' + chr(9174 - 9074) + '\145')(chr(6909 - 6792) + '\x74' + '\x66' + chr(0b101101) + chr(56)), end_time=xafqLlk3kkUe(iIGKX2zSEGYP[-ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1149 - 1100), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\xda\x1b'), chr(0b11 + 0o141) + chr(0b1100101) + '\x63' + '\157' + chr(100) + chr(0b10011 + 0o122))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(1644 - 1599) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xde\x1b*'), chr(0b10 + 0o142) + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + chr(1829 - 1728))(chr(117) + '\164' + '\146' + chr(0b11000 + 0o25) + '\x38'), None), metrics=M8_cKLkHVB2V(yYegMqDoSfs5)) else: xafqLlk3kkUe(nGEagzBC6rVy.objects.filter(trial_id=rv8CNRYETQhs), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xcb.\n\x85\x13\x9e\xcd\xfb\xfd\xee+'), '\144' + '\145' + chr(9113 - 9014) + chr(6292 - 6181) + chr(0b100010 + 0o102) + chr(0b101111 + 0o66))('\x75' + chr(116) + chr(102) + '\x2d' + '\x38'))(metrics=M8_cKLkHVB2V(yYegMqDoSfs5))
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._build_job_meta
def _build_job_meta(cls, job_dir): """Build meta file for job. Args: job_dir (str): Directory path of the job. Return: A dict of job meta info. """ meta_file = os.path.join(job_dir, JOB_META_FILE) meta = parse_json(meta_file) if not meta: job_name = job_dir.split("/")[-1] user = os.environ.get("USER", None) meta = { "job_id": job_name, "job_name": job_name, "user": user, "type": "ray", "start_time": os.path.getctime(job_dir), "end_time": None, "best_trial_id": None, } if meta.get("start_time", None): meta["start_time"] = timestamp2date(meta["start_time"]) return meta
python
def _build_job_meta(cls, job_dir): """Build meta file for job. Args: job_dir (str): Directory path of the job. Return: A dict of job meta info. """ meta_file = os.path.join(job_dir, JOB_META_FILE) meta = parse_json(meta_file) if not meta: job_name = job_dir.split("/")[-1] user = os.environ.get("USER", None) meta = { "job_id": job_name, "job_name": job_name, "user": user, "type": "ray", "start_time": os.path.getctime(job_dir), "end_time": None, "best_trial_id": None, } if meta.get("start_time", None): meta["start_time"] = timestamp2date(meta["start_time"]) return meta
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Build meta file for job. Args: job_dir (str): Directory path of the job. Return: A dict of job meta info.
[ "Build", "meta", "file", "for", "job", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L284-L312
train
Build the job meta info for the job.
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65) + chr(0b10011 + 0o41) + '\062', 13969 - 13961), ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + chr(49) + '\065' + '\060', 38924 - 38916), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(0b110010) + chr(48) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\064' + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11341 - 11230) + '\x33' + chr(52) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(477 - 428) + '\064' + '\x34', 777 - 769), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b11100 + 0o30) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(677 - 628) + chr(0b110101) + chr(745 - 693), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1011 + 0o46) + chr(0b110000) + chr(0b110010), 56447 - 56439), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\065' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2104 - 1993) + '\x33' + chr(51) + '\x33', 0o10), ehT0Px3KOsy9(chr(648 - 600) + chr(0b1001011 + 0o44) + chr(2453 - 2402) + '\x32' + chr(0b11010 + 0o31), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(861 - 813) + chr(0b1010 + 0o51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1308 - 1259) + chr(0b100100 + 0o17) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(212 - 162) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b101110 + 0o5) + '\x34' + chr(0b110000), 27505 - 27497), ehT0Px3KOsy9(chr(1968 - 1920) + chr(3650 - 3539) + '\x33' + chr(54) + chr(0b110010), 62294 - 62286), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + '\x32' + '\064' + chr(1586 - 1534), 46839 - 46831), ehT0Px3KOsy9(chr(1939 - 1891) + chr(3096 - 2985) + '\061' + '\x36' + chr(0b110100 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(1365 - 1317) + chr(0b1101111) + chr(0b110001) + chr(49) + '\x35', 41524 - 41516), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b110111) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(2104 - 2056) + chr(2056 - 2003), 32467 - 32459), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(50) + '\067' + chr(1572 - 1521), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(1223 - 1175) + chr(2479 - 2426), 31621 - 31613), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(51) + chr(2159 - 2110), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110001) + '\x37' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + chr(50) + '\061' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(2259 - 2211) + '\157' + chr(405 - 355) + chr(52) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10684 - 10573) + chr(0b110101) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b110111) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b100111 + 0o13) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o5) + '\065' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(2233 - 2185) + chr(0b110100 + 0o73) + chr(0b110010) + chr(53) + chr(0b10110 + 0o41), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + '\x33' + '\063' + '\065', 52237 - 52229), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000101 + 0o52) + chr(0b110100 + 0o0), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(2310 - 2255) + '\061', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(7433 - 7322) + '\065' + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b'), '\144' + '\x65' + '\x63' + chr(111) + chr(0b1100100) + '\x65')(chr(2911 - 2794) + chr(0b1110100) + chr(5007 - 4905) + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def WGLcA5o1CbPm(NSstowUUZlxS, k39POvkVmmOV): bA1zw91Kxflm = oqhJDdMJfuwx.path._oWXztVNnqHF(k39POvkVmmOV, _ybD9g7VH7nJ) Ddxy_ihdYXS3 = mxADQH9hsI7e(bA1zw91Kxflm) if not Ddxy_ihdYXS3: bwrSnL6FukBd = k39POvkVmmOV.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), chr(5713 - 5613) + chr(7579 - 7478) + chr(0b1000001 + 0o42) + '\x6f' + '\144' + chr(0b1100101))(chr(1346 - 1229) + '\164' + chr(5524 - 5422) + chr(600 - 555) + chr(929 - 873)))[-ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2224 - 2175), 0b1000)] FMTb8DewMQDd = oqhJDdMJfuwx.environ.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\xf1-\xd4'), chr(7741 - 7641) + chr(0b1010100 + 0o21) + '\x63' + chr(111) + chr(0b1100100) + '\x65')(chr(0b11100 + 0o131) + chr(0b1110100) + '\x66' + chr(0b100011 + 0o12) + chr(56)), None) Ddxy_ihdYXS3 = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xcd\n\xd9\x0e\x86'), chr(0b100010 + 0o102) + chr(0b101110 + 0o67) + '\x63' + chr(0b1101111) + '\x64' + chr(101))('\x75' + '\x74' + chr(0b1100110) + chr(0b11011 + 0o22) + '\070'): bwrSnL6FukBd, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xcd\n\xd9\t\x83\t\xc2'), '\144' + chr(101) + chr(7557 - 7458) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b10 + 0o162) + '\146' + '\055' + chr(0b111000)): bwrSnL6FukBd, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\xd1\r\xf4'), chr(618 - 518) + chr(5386 - 5285) + '\143' + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101101) + chr(0b101000 + 0o20)): FMTb8DewMQDd, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\xdb\x18\xe3'), '\144' + chr(0b1011011 + 0o12) + '\x63' + chr(0b100011 + 0o114) + chr(0b1001001 + 0o33) + chr(0b1011101 + 0o10))(chr(0b101011 + 0o112) + chr(10106 - 9990) + '\x66' + chr(945 - 900) + chr(0b1011 + 0o55)): xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7\xc3\x11'), chr(0b1100100) + chr(0b101000 + 0o75) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b100110 + 0o116) + chr(0b11000 + 0o116) + '\055' + chr(0b110111 + 0o1)), xafqLlk3kkUe(SXOLrMavuUCe(b"\xd6\xd6\t\xf4\x13\xbd\x10\xce\x01'"), '\x64' + chr(101) + chr(0b1000101 + 0o36) + chr(0b1101111 + 0o0) + chr(4079 - 3979) + '\x65')(chr(0b1100 + 0o151) + '\x74' + '\146' + chr(0b10 + 0o53) + '\x38'): oqhJDdMJfuwx.path.getctime(k39POvkVmmOV), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xcc\x0c\xd9\x13\x8b\t\xc2'), '\144' + chr(101) + chr(0b10110 + 0o115) + '\157' + '\x64' + '\145')(chr(9603 - 9486) + chr(1606 - 1490) + chr(6448 - 6346) + chr(557 - 512) + chr(387 - 331)): None, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\xc7\x1b\xf28\x96\x16\xce\r.\xf1\xb2\xb7'), '\x64' + '\145' + chr(3594 - 3495) + '\157' + chr(100) + '\145')(chr(117) + '\164' + chr(102) + chr(0b11111 + 0o16) + '\070'): None} if xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\xc7\x1c'), chr(0b1111 + 0o125) + chr(0b1100101) + chr(687 - 588) + '\157' + chr(0b10101 + 0o117) + chr(6041 - 5940))(chr(0b1100011 + 0o22) + chr(0b1110100) + chr(9510 - 9408) + chr(45) + chr(0b11001 + 0o37)))(xafqLlk3kkUe(SXOLrMavuUCe(b"\xd6\xd6\t\xf4\x13\xbd\x10\xce\x01'"), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + chr(0b0 + 0o144) + '\145')(chr(11031 - 10914) + chr(0b1110100) + chr(0b1011011 + 0o13) + chr(0b101101) + chr(56)), None): Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b"\xd6\xd6\t\xf4\x13\xbd\x10\xce\x01'"), chr(0b1000111 + 0o35) + chr(0b1100101) + chr(0b1100 + 0o127) + chr(3317 - 3206) + chr(100) + '\145')(chr(117) + '\x74' + '\146' + chr(0b1 + 0o54) + chr(2851 - 2795))] = sRiGXwAt_H2K(Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b"\xd6\xd6\t\xf4\x13\xbd\x10\xce\x01'"), chr(0b1000001 + 0o43) + chr(101) + chr(4028 - 3929) + chr(0b1101101 + 0o2) + '\x64' + chr(0b1100100 + 0o1))(chr(0b101101 + 0o110) + '\164' + '\146' + chr(0b10010 + 0o33) + '\x38')]) return Ddxy_ihdYXS3
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._build_trial_meta
def _build_trial_meta(cls, expr_dir): """Build meta file for trial. Args: expr_dir (str): Directory path of the experiment. Return: A dict of trial meta info. """ meta_file = os.path.join(expr_dir, EXPR_META_FILE) meta = parse_json(meta_file) if not meta: job_id = expr_dir.split("/")[-2] trial_id = expr_dir[-8:] params = parse_json(os.path.join(expr_dir, EXPR_PARARM_FILE)) meta = { "trial_id": trial_id, "job_id": job_id, "status": "RUNNING", "type": "TUNE", "start_time": os.path.getctime(expr_dir), "end_time": None, "progress_offset": 0, "result_offset": 0, "params": params } if not meta.get("start_time", None): meta["start_time"] = os.path.getctime(expr_dir) if isinstance(meta["start_time"], float): meta["start_time"] = timestamp2date(meta["start_time"]) if meta.get("end_time", None): meta["end_time"] = timestamp2date(meta["end_time"]) meta["params"] = parse_json(os.path.join(expr_dir, EXPR_PARARM_FILE)) return meta
python
def _build_trial_meta(cls, expr_dir): """Build meta file for trial. Args: expr_dir (str): Directory path of the experiment. Return: A dict of trial meta info. """ meta_file = os.path.join(expr_dir, EXPR_META_FILE) meta = parse_json(meta_file) if not meta: job_id = expr_dir.split("/")[-2] trial_id = expr_dir[-8:] params = parse_json(os.path.join(expr_dir, EXPR_PARARM_FILE)) meta = { "trial_id": trial_id, "job_id": job_id, "status": "RUNNING", "type": "TUNE", "start_time": os.path.getctime(expr_dir), "end_time": None, "progress_offset": 0, "result_offset": 0, "params": params } if not meta.get("start_time", None): meta["start_time"] = os.path.getctime(expr_dir) if isinstance(meta["start_time"], float): meta["start_time"] = timestamp2date(meta["start_time"]) if meta.get("end_time", None): meta["end_time"] = timestamp2date(meta["end_time"]) meta["params"] = parse_json(os.path.join(expr_dir, EXPR_PARARM_FILE)) return meta
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Build meta file for trial. Args: expr_dir (str): Directory path of the experiment. Return: A dict of trial meta info.
[ "Build", "meta", "file", "for", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L315-L354
train
Build the trial meta file for the current experiment.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b1000 + 0o51) + '\x30', 6464 - 6456), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110000) + chr(113 - 65), 16035 - 16027), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + '\063' + chr(0b101011 + 0o6) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b0 + 0o63) + chr(0b101111 + 0o1) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(0b110010) + chr(0b100110 + 0o12) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(2437 - 2326) + chr(0b110001) + chr(51) + chr(0b1011 + 0o54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110), 46689 - 46681), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(285 - 236) + chr(0b10011 + 0o37), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(55) + chr(1716 - 1665), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(49) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1285 - 1236) + chr(0b10 + 0o62) + '\062', 62917 - 62909), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(53) + chr(55), 43987 - 43979), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1011101 + 0o22) + '\x31' + '\064' + chr(0b10011 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6431 - 6320) + '\061' + chr(0b110101) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1 + 0o60) + '\067' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(50) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(49) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1251 - 1203) + chr(0b1001001 + 0o46) + '\063' + chr(0b110111) + chr(1225 - 1175), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + chr(0b110001) + '\063' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(1636 - 1525) + chr(0b101101 + 0o10) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(50) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(197 - 149) + chr(0b10010 + 0o135) + chr(0b110011) + chr(51) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + '\066' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b110001 + 0o1) + chr(49) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(52) + chr(0b10000 + 0o45), 15815 - 15807), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b101111 + 0o100) + chr(0b101111 + 0o4) + chr(53) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b110010) + chr(240 - 186), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\063' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(822 - 767) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(9510 - 9399) + chr(0b110001) + '\x36' + chr(0b100000 + 0o20), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(2787 - 2676) + '\x35' + '\067', 0b1000), ehT0Px3KOsy9(chr(1499 - 1451) + chr(0b1101111) + chr(0b1011 + 0o47) + chr(0b110010) + chr(1667 - 1613), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100001 + 0o20) + '\066' + chr(0b0 + 0o62), 0o10), ehT0Px3KOsy9('\x30' + chr(9793 - 9682) + chr(2088 - 2037) + chr(0b101110 + 0o4) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101 + 0o55) + chr(2219 - 2170) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100 + 0o57) + chr(0b110110) + '\x34', 32942 - 32934), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1513 - 1463) + '\x37' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(7689 - 7578) + '\x37', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), chr(100) + chr(0b100101 + 0o100) + '\x63' + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b100101 + 0o101) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def o9fQTZ1m_1aE(NSstowUUZlxS, _GzpZdZPQ76G): bA1zw91Kxflm = oqhJDdMJfuwx.path._oWXztVNnqHF(_GzpZdZPQ76G, kjNXVhIWlYzh) Ddxy_ihdYXS3 = mxADQH9hsI7e(bA1zw91Kxflm) if not Ddxy_ihdYXS3: AOypoRSNXRmB = _GzpZdZPQ76G.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), chr(3022 - 2922) + '\145' + '\143' + chr(111) + chr(0b110100 + 0o60) + chr(0b1011101 + 0o10))(chr(9714 - 9597) + chr(116) + chr(6876 - 6774) + chr(627 - 582) + '\070'))[-ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50), 0b1000)] rv8CNRYETQhs = _GzpZdZPQ76G[-ehT0Px3KOsy9('\x30' + chr(111) + chr(2256 - 2207) + chr(0b110000), 8):] nEbJZ4wfte2w = mxADQH9hsI7e(oqhJDdMJfuwx.path._oWXztVNnqHF(_GzpZdZPQ76G, cxmZbdLe4A67)) Ddxy_ihdYXS3 = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc2\xa4\xa5\xeb\x00o.'), '\x64' + chr(101) + chr(0b10101 + 0o116) + chr(111) + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + '\146' + chr(438 - 393) + '\x38'): rv8CNRYETQhs, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2/\xaf\x9b\xee;'), '\144' + chr(7966 - 7865) + chr(0b1100011) + '\x6f' + chr(0b1100000 + 0o4) + chr(9864 - 9763))(chr(0b1100110 + 0o17) + chr(0b1001011 + 0o51) + chr(0b1000000 + 0o46) + chr(45) + chr(0b111000)): AOypoRSNXRmB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb0\xf2,'), chr(2685 - 2585) + '\x65' + '\x63' + chr(1214 - 1103) + chr(100) + '\145')('\165' + chr(8254 - 8138) + chr(102) + chr(0b11110 + 0o17) + chr(56)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\x15\x83\x8a\xce\x11A'), '\x64' + '\145' + chr(8208 - 8109) + '\157' + '\x64' + chr(0b10100 + 0o121))(chr(0b110111 + 0o76) + chr(0b1110100) + chr(5428 - 5326) + chr(45) + chr(0b1110 + 0o52)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc9\xbd\xa1'), chr(9715 - 9615) + '\x65' + '\x63' + chr(0b1101111) + '\144' + chr(0b1001 + 0o134))('\165' + chr(12828 - 12712) + chr(0b100100 + 0o102) + '\055' + chr(2032 - 1976)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\x15\x83\x81'), chr(0b1100100) + chr(101) + '\143' + '\x6f' + '\x64' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1001100 + 0o32) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb6\xf3\x00r#V\xeb'), chr(100) + chr(0b1100101) + chr(0b1001000 + 0o33) + chr(111) + chr(0b1010100 + 0o20) + '\145')('\x75' + '\164' + chr(102) + '\x2d' + '\x38'): oqhJDdMJfuwx.path.getctime(_GzpZdZPQ76G), xafqLlk3kkUe(SXOLrMavuUCe(b'\xad.\xa9\x9b\xf36k/'), '\x64' + '\x65' + '\143' + chr(111) + chr(100) + chr(0b10010 + 0o123))('\x75' + chr(12552 - 12436) + '\146' + chr(45) + chr(2778 - 2722)): None, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb82\xa2\xa3\xf5:u9d\xe1\x04\t\x14\x08\x0b'), chr(0b1010001 + 0o23) + '\x65' + chr(0b101111 + 0o64) + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(0b101001 + 0o4) + '\x38'): ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + '\060', 41797 - 41789), xafqLlk3kkUe(SXOLrMavuUCe(b'\xba%\xbe\xb1\xeb+Y%]\xe8\x11\n\x13'), '\x64' + chr(9407 - 9306) + chr(0b1100011) + chr(0b101001 + 0o106) + '\x64' + '\x65')(chr(117) + chr(116) + '\146' + chr(714 - 669) + chr(353 - 297)): ehT0Px3KOsy9(chr(2001 - 1953) + '\x6f' + '\060', 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8!\xbf\xa5\xea,'), chr(100) + '\145' + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(3927 - 3825) + chr(0b11000 + 0o25) + '\x38'): nEbJZ4wfte2w} if not xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf%\xb9'), chr(0b11001 + 0o113) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b101011 + 0o71) + chr(3580 - 3479))(chr(1516 - 1399) + chr(5528 - 5412) + chr(102) + chr(76 - 31) + chr(0b11100 + 0o34)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb6\xf3\x00r#V\xeb'), chr(0b111110 + 0o46) + chr(0b110 + 0o137) + chr(0b1011111 + 0o4) + chr(474 - 363) + '\144' + chr(101))(chr(117) + '\x74' + chr(102) + '\055' + chr(3107 - 3051)), None): Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb6\xf3\x00r#V\xeb'), chr(0b1100100) + chr(3161 - 3060) + chr(0b1100011) + chr(4989 - 4878) + '\144' + '\x65')('\165' + chr(116) + chr(0b1000100 + 0o42) + '\x2d' + chr(0b10100 + 0o44))] = oqhJDdMJfuwx.path.getctime(_GzpZdZPQ76G) if PlSM16l2KDPD(Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb6\xf3\x00r#V\xeb'), chr(100) + chr(0b1100101) + '\x63' + chr(0b11101 + 0o122) + chr(7164 - 7064) + '\145')('\x75' + '\164' + '\146' + chr(1316 - 1271) + chr(0b111000))], kkSX4ccExqw4): Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb6\xf3\x00r#V\xeb'), '\x64' + chr(7263 - 7162) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(8263 - 8162))('\165' + '\x74' + chr(0b1001001 + 0o35) + chr(0b100101 + 0o10) + chr(0b11100 + 0o34))] = sRiGXwAt_H2K(Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb4\xac\xb6\xf3\x00r#V\xeb'), chr(5390 - 5290) + chr(0b111010 + 0o53) + chr(99) + chr(0b1100101 + 0o12) + chr(100) + '\x65')(chr(6564 - 6447) + chr(0b1110100) + '\146' + chr(0b101101) + '\070')]) if xafqLlk3kkUe(Ddxy_ihdYXS3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf%\xb9'), '\x64' + chr(101) + chr(1281 - 1182) + chr(0b1101111) + chr(100) + chr(101))(chr(0b100100 + 0o121) + '\x74' + '\146' + chr(45) + chr(728 - 672)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xad.\xa9\x9b\xf36k/'), chr(100) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1011000 + 0o35) + chr(0b1010011 + 0o41) + '\x66' + chr(0b101101) + chr(56)), None): Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xad.\xa9\x9b\xf36k/'), chr(0b1010001 + 0o23) + chr(0b1100101) + '\143' + '\x6f' + chr(100) + chr(0b1100101))(chr(7275 - 7158) + '\164' + chr(102) + '\x2d' + chr(105 - 49))] = sRiGXwAt_H2K(Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xad.\xa9\x9b\xf36k/'), '\144' + chr(101) + '\x63' + chr(5914 - 5803) + chr(0b1100100) + '\x65')(chr(8693 - 8576) + chr(116) + chr(102) + chr(0b101101) + chr(0b111000))]) Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8!\xbf\xa5\xea,'), '\144' + '\145' + chr(99) + chr(0b101 + 0o152) + '\x64' + chr(0b1011011 + 0o12))('\165' + chr(0b110010 + 0o102) + chr(5576 - 5474) + '\x2d' + chr(0b101100 + 0o14))] = mxADQH9hsI7e(oqhJDdMJfuwx.path._oWXztVNnqHF(_GzpZdZPQ76G, cxmZbdLe4A67)) return Ddxy_ihdYXS3
ray-project/ray
python/ray/tune/automlboard/backend/collector.py
Collector._add_results
def _add_results(self, results, trial_id): """Add a list of results into db. Args: results (list): A list of json results. trial_id (str): Id of the trial. """ for result in results: self.logger.debug("Appending result: %s" % result) result["trial_id"] = trial_id result_record = ResultRecord.from_json(result) result_record.save()
python
def _add_results(self, results, trial_id): """Add a list of results into db. Args: results (list): A list of json results. trial_id (str): Id of the trial. """ for result in results: self.logger.debug("Appending result: %s" % result) result["trial_id"] = trial_id result_record = ResultRecord.from_json(result) result_record.save()
[ "def", "_add_results", "(", "self", ",", "results", ",", "trial_id", ")", ":", "for", "result", "in", "results", ":", "self", ".", "logger", ".", "debug", "(", "\"Appending result: %s\"", "%", "result", ")", "result", "[", "\"trial_id\"", "]", "=", "trial_id", "result_record", "=", "ResultRecord", ".", "from_json", "(", "result", ")", "result_record", ".", "save", "(", ")" ]
Add a list of results into db. Args: results (list): A list of json results. trial_id (str): Id of the trial.
[ "Add", "a", "list", "of", "results", "into", "db", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/automlboard/backend/collector.py#L356-L367
train
Add a list of results into db.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(51) + '\062', 13274 - 13266), ehT0Px3KOsy9('\060' + '\157' + chr(0b10100 + 0o37) + '\x34' + chr(54), 29876 - 29868), ehT0Px3KOsy9(chr(200 - 152) + '\x6f' + chr(0b11010 + 0o30) + chr(0b1101 + 0o45) + chr(1040 - 989), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(774 - 663) + '\x32' + '\064' + chr(0b1011 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(53) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(0b110001) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + '\x37', 0b1000), ehT0Px3KOsy9(chr(441 - 393) + chr(0b1010011 + 0o34) + '\063' + chr(0b110101) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101011 + 0o4) + chr(0b110011) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(1734 - 1680) + chr(48), 38417 - 38409), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3867 - 3756) + chr(0b100101 + 0o14) + chr(0b110011) + chr(0b110110), 45975 - 45967), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(2382 - 2333) + '\065' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1111 + 0o140) + '\x31' + chr(0b110101) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(1995 - 1946) + '\x33' + '\x30', 21635 - 21627), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110111) + '\066', 49763 - 49755), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10 + 0o61) + chr(0b10 + 0o57) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1418 - 1369) + chr(1925 - 1873) + chr(0b101101 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + '\061' + '\x35' + chr(0b100111 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(1503 - 1392) + '\067' + '\062', 990 - 982), ehT0Px3KOsy9(chr(2279 - 2231) + chr(0b11 + 0o154) + chr(0b1111 + 0o42) + chr(0b100110 + 0o16) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b11011 + 0o25) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110110) + chr(1147 - 1096), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(49) + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x35' + chr(51), 0b1000), ehT0Px3KOsy9(chr(2186 - 2138) + chr(0b11001 + 0o126) + '\061' + '\067' + chr(1116 - 1066), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(49) + '\x34' + chr(2479 - 2426), ord("\x08")), ehT0Px3KOsy9(chr(659 - 611) + '\157' + '\x32' + chr(0b110100) + chr(0b110010 + 0o5), 8), ehT0Px3KOsy9(chr(1417 - 1369) + chr(0b1101111) + chr(2118 - 2069) + chr(55) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\062' + chr(774 - 726), 36032 - 36024), ehT0Px3KOsy9('\060' + '\157' + chr(1152 - 1101) + chr(198 - 144) + chr(0b110001), 57802 - 57794), ehT0Px3KOsy9(chr(48) + chr(11543 - 11432) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b1110 + 0o51) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1000110 + 0o51) + chr(1256 - 1206) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1820 - 1771) + chr(0b100111 + 0o13) + '\065', 54180 - 54172), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(50) + '\065' + chr(170 - 118), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + chr(0b100110 + 0o15) + chr(0b110010) + chr(0b100111 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\063' + chr(50) + chr(0b110000 + 0o0), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(5287 - 5176) + '\065' + chr(2027 - 1979), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4'), chr(2697 - 2597) + chr(0b1100101) + '\x63' + chr(3715 - 3604) + chr(0b111000 + 0o54) + chr(0b1011101 + 0o10))(chr(117) + chr(116) + chr(3697 - 3595) + chr(0b101101) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def X0L3Y8JcB7Vx(oVre8I6UXc3b, iIGKX2zSEGYP, rv8CNRYETQhs): for ShZmEKfTkAOZ in iIGKX2zSEGYP: xafqLlk3kkUe(oVre8I6UXc3b.logger, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\x83\xf1\xd2\xcc'), chr(5656 - 5556) + chr(8598 - 8497) + chr(0b10011 + 0o120) + '\x6f' + chr(100) + '\145')('\x75' + chr(0b100 + 0o160) + chr(0b1100110) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\x96\xe3\xc2\xc5jV\x86|\x90};\x1f\x1c4J\xf1AKI'), chr(8361 - 8261) + chr(2999 - 2898) + chr(5984 - 5885) + chr(0b1101111) + '\x64' + '\145')(chr(0b1001000 + 0o55) + chr(0b111101 + 0o67) + chr(3835 - 3733) + chr(45) + chr(0b100100 + 0o24)) % ShZmEKfTkAOZ) ShZmEKfTkAOZ[xafqLlk3kkUe(SXOLrMavuUCe(b'\xee\x94\xfa\xc6\xc7QV\x8c'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(117) + chr(116) + chr(3157 - 3055) + chr(139 - 94) + chr(0b11101 + 0o33))] = rv8CNRYETQhs xaNya72wj_oZ = VqjUZo_4U4Xt.from_json(ShZmEKfTkAOZ) xafqLlk3kkUe(xaNya72wj_oZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\x87\xe5\xc2'), chr(0b10001 + 0o123) + chr(101) + '\x63' + '\x6f' + '\144' + chr(2182 - 2081))('\165' + chr(7271 - 7155) + chr(236 - 134) + '\x2d' + '\x38'))()
ray-project/ray
python/ray/rllib/models/lstm.py
add_time_dimension
def add_time_dimension(padded_inputs, seq_lens): """Adds a time dimension to padded inputs. Arguments: padded_inputs (Tensor): a padded batch of sequences. That is, for seq_lens=[1, 2, 2], then inputs=[A, *, B, B, C, C], where A, B, C are sequence elements and * denotes padding. seq_lens (Tensor): the sequence lengths within the input batch, suitable for passing to tf.nn.dynamic_rnn(). Returns: Reshaped tensor of shape [NUM_SEQUENCES, MAX_SEQ_LEN, ...]. """ # Sequence lengths have to be specified for LSTM batch inputs. The # input batch must be padded to the max seq length given here. That is, # batch_size == len(seq_lens) * max(seq_lens) padded_batch_size = tf.shape(padded_inputs)[0] max_seq_len = padded_batch_size // tf.shape(seq_lens)[0] # Dynamically reshape the padded batch to introduce a time dimension. new_batch_size = padded_batch_size // max_seq_len new_shape = ([new_batch_size, max_seq_len] + padded_inputs.get_shape().as_list()[1:]) return tf.reshape(padded_inputs, new_shape)
python
def add_time_dimension(padded_inputs, seq_lens): """Adds a time dimension to padded inputs. Arguments: padded_inputs (Tensor): a padded batch of sequences. That is, for seq_lens=[1, 2, 2], then inputs=[A, *, B, B, C, C], where A, B, C are sequence elements and * denotes padding. seq_lens (Tensor): the sequence lengths within the input batch, suitable for passing to tf.nn.dynamic_rnn(). Returns: Reshaped tensor of shape [NUM_SEQUENCES, MAX_SEQ_LEN, ...]. """ # Sequence lengths have to be specified for LSTM batch inputs. The # input batch must be padded to the max seq length given here. That is, # batch_size == len(seq_lens) * max(seq_lens) padded_batch_size = tf.shape(padded_inputs)[0] max_seq_len = padded_batch_size // tf.shape(seq_lens)[0] # Dynamically reshape the padded batch to introduce a time dimension. new_batch_size = padded_batch_size // max_seq_len new_shape = ([new_batch_size, max_seq_len] + padded_inputs.get_shape().as_list()[1:]) return tf.reshape(padded_inputs, new_shape)
[ "def", "add_time_dimension", "(", "padded_inputs", ",", "seq_lens", ")", ":", "# Sequence lengths have to be specified for LSTM batch inputs. The", "# input batch must be padded to the max seq length given here. That is,", "# batch_size == len(seq_lens) * max(seq_lens)", "padded_batch_size", "=", "tf", ".", "shape", "(", "padded_inputs", ")", "[", "0", "]", "max_seq_len", "=", "padded_batch_size", "//", "tf", ".", "shape", "(", "seq_lens", ")", "[", "0", "]", "# Dynamically reshape the padded batch to introduce a time dimension.", "new_batch_size", "=", "padded_batch_size", "//", "max_seq_len", "new_shape", "=", "(", "[", "new_batch_size", ",", "max_seq_len", "]", "+", "padded_inputs", ".", "get_shape", "(", ")", ".", "as_list", "(", ")", "[", "1", ":", "]", ")", "return", "tf", ".", "reshape", "(", "padded_inputs", ",", "new_shape", ")" ]
Adds a time dimension to padded inputs. Arguments: padded_inputs (Tensor): a padded batch of sequences. That is, for seq_lens=[1, 2, 2], then inputs=[A, *, B, B, C, C], where A, B, C are sequence elements and * denotes padding. seq_lens (Tensor): the sequence lengths within the input batch, suitable for passing to tf.nn.dynamic_rnn(). Returns: Reshaped tensor of shape [NUM_SEQUENCES, MAX_SEQ_LEN, ...].
[ "Adds", "a", "time", "dimension", "to", "padded", "inputs", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/models/lstm.py#L95-L119
train
Adds a time dimension to the padded inputs.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\062' + chr(55), 18238 - 18230), ehT0Px3KOsy9(chr(1902 - 1854) + chr(0b1101111) + chr(49) + '\x35' + chr(965 - 916), 0o10), ehT0Px3KOsy9(chr(1878 - 1830) + '\157' + chr(49) + chr(50) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(48) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(50) + '\x30' + chr(51), 4866 - 4858), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1010011 + 0o34) + chr(0b110001) + '\060' + chr(0b110101), 11680 - 11672), ehT0Px3KOsy9(chr(2196 - 2148) + chr(0b1001110 + 0o41) + chr(0b100 + 0o56) + chr(51) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x30' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(12247 - 12136) + '\062' + '\x33' + chr(1652 - 1602), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(8985 - 8874) + chr(0b110011) + chr(0b101101 + 0o3) + '\x34', 13214 - 13206), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(50) + '\066' + chr(1898 - 1843), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\063' + chr(0b110101) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + chr(1216 - 1167), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + '\x37' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2510 - 2459) + chr(0b100010 + 0o23) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(260 - 149) + chr(50) + chr(0b110101) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(2077 - 2024) + chr(2490 - 2436), 0o10), ehT0Px3KOsy9(chr(307 - 259) + chr(0b1011010 + 0o25) + chr(0b101100 + 0o5) + chr(2572 - 2518) + chr(0b1 + 0o66), 36706 - 36698), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(50) + chr(0b1000 + 0o50), 25553 - 25545), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(53) + chr(0b11 + 0o55), 8), ehT0Px3KOsy9('\x30' + chr(3288 - 3177) + chr(49) + chr(51) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101100 + 0o3) + chr(0b1010 + 0o51) + chr(0b110001) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(54) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b10001 + 0o37) + chr(0b110010), 46568 - 46560), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101001 + 0o10) + chr(51) + chr(0b1011 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(1968 - 1919) + '\x30' + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1032 - 984) + chr(0b10001 + 0o136) + chr(0b110011) + '\x37', 42081 - 42073), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b110001) + chr(1082 - 1028) + '\062', 23862 - 23854), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x37' + chr(0b0 + 0o64), 756 - 748), ehT0Px3KOsy9(chr(48) + chr(12063 - 11952) + chr(1376 - 1325) + chr(0b1110 + 0o44) + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(761 - 710) + '\x33' + chr(1330 - 1275), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(10399 - 10288) + '\062' + chr(1823 - 1773) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100000 + 0o21) + '\064' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b101011 + 0o7) + chr(0b110010 + 0o0), 0b1000), ehT0Px3KOsy9(chr(1332 - 1284) + chr(0b10011 + 0o134) + chr(0b11010 + 0o31) + '\067' + chr(0b110101), 25330 - 25322), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(49) + '\x31' + chr(0b110011), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'('), chr(100) + chr(5478 - 5377) + chr(3365 - 3266) + '\x6f' + '\x64' + chr(9622 - 9521))(chr(0b0 + 0o165) + '\x74' + '\146' + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def yT5crG5H68i5(J0GaTo_9YgGD, q4lhzHhQ7cjx): kQu2z6TKyyFL = IDJ2eXGCBCDu.nauYfLglTpcb(J0GaTo_9YgGD)[ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o36), 0b1000)] NK9iwQTVMgUq = kQu2z6TKyyFL // IDJ2eXGCBCDu.nauYfLglTpcb(q4lhzHhQ7cjx)[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2116 - 2068), 8)] xAIFKd7SREVN = kQu2z6TKyyFL // NK9iwQTVMgUq P7dVzv6_yXeE = [xAIFKd7SREVN, NK9iwQTVMgUq] + J0GaTo_9YgGD.get_shape().as_list()[ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49), 53409 - 53401):] return xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b't\xb2\x1a8\xa2\xf3 '), chr(0b100100 + 0o100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(1208 - 1108) + chr(0b1100101))(chr(0b10110 + 0o137) + '\164' + chr(7630 - 7528) + chr(0b101101) + '\x38'))(J0GaTo_9YgGD, P7dVzv6_yXeE)
ray-project/ray
python/ray/rllib/models/lstm.py
chop_into_sequences
def chop_into_sequences(episode_ids, unroll_ids, agent_indices, feature_columns, state_columns, max_seq_len, dynamic_max=True, _extra_padding=0): """Truncate and pad experiences into fixed-length sequences. Arguments: episode_ids (list): List of episode ids for each step. unroll_ids (list): List of identifiers for the sample batch. This is used to make sure sequences are cut between sample batches. agent_indices (list): List of agent ids for each step. Note that this has to be combined with episode_ids for uniqueness. feature_columns (list): List of arrays containing features. state_columns (list): List of arrays containing LSTM state values. max_seq_len (int): Max length of sequences before truncation. dynamic_max (bool): Whether to dynamically shrink the max seq len. For example, if max len is 20 and the actual max seq len in the data is 7, it will be shrunk to 7. _extra_padding (int): Add extra padding to the end of sequences. Returns: f_pad (list): Padded feature columns. These will be of shape [NUM_SEQUENCES * MAX_SEQ_LEN, ...]. s_init (list): Initial states for each sequence, of shape [NUM_SEQUENCES, ...]. seq_lens (list): List of sequence lengths, of shape [NUM_SEQUENCES]. Examples: >>> f_pad, s_init, seq_lens = chop_into_sequences( episode_ids=[1, 1, 5, 5, 5, 5], unroll_ids=[4, 4, 4, 4, 4, 4], agent_indices=[0, 0, 0, 0, 0, 0], feature_columns=[[4, 4, 8, 8, 8, 8], [1, 1, 0, 1, 1, 0]], state_columns=[[4, 5, 4, 5, 5, 5]], max_seq_len=3) >>> print(f_pad) [[4, 4, 0, 8, 8, 8, 8, 0, 0], [1, 1, 0, 0, 1, 1, 0, 0, 0]] >>> print(s_init) [[4, 4, 5]] >>> print(seq_lens) [2, 3, 1] """ prev_id = None seq_lens = [] seq_len = 0 unique_ids = np.add( np.add(episode_ids, agent_indices), np.array(unroll_ids) << 32) for uid in unique_ids: if (prev_id is not None and uid != prev_id) or \ seq_len >= max_seq_len: seq_lens.append(seq_len) seq_len = 0 seq_len += 1 prev_id = uid if seq_len: seq_lens.append(seq_len) assert sum(seq_lens) == len(unique_ids) # Dynamically shrink max len as needed to optimize memory usage if dynamic_max: max_seq_len = max(seq_lens) + _extra_padding feature_sequences = [] for f in feature_columns: f = np.array(f) f_pad = np.zeros((len(seq_lens) * max_seq_len, ) + np.shape(f)[1:]) seq_base = 0 i = 0 for l in seq_lens: for seq_offset in range(l): f_pad[seq_base + seq_offset] = f[i] i += 1 seq_base += max_seq_len assert i == len(unique_ids), f feature_sequences.append(f_pad) initial_states = [] for s in state_columns: s = np.array(s) s_init = [] i = 0 for l in seq_lens: s_init.append(s[i]) i += l initial_states.append(np.array(s_init)) return feature_sequences, initial_states, np.array(seq_lens)
python
def chop_into_sequences(episode_ids, unroll_ids, agent_indices, feature_columns, state_columns, max_seq_len, dynamic_max=True, _extra_padding=0): """Truncate and pad experiences into fixed-length sequences. Arguments: episode_ids (list): List of episode ids for each step. unroll_ids (list): List of identifiers for the sample batch. This is used to make sure sequences are cut between sample batches. agent_indices (list): List of agent ids for each step. Note that this has to be combined with episode_ids for uniqueness. feature_columns (list): List of arrays containing features. state_columns (list): List of arrays containing LSTM state values. max_seq_len (int): Max length of sequences before truncation. dynamic_max (bool): Whether to dynamically shrink the max seq len. For example, if max len is 20 and the actual max seq len in the data is 7, it will be shrunk to 7. _extra_padding (int): Add extra padding to the end of sequences. Returns: f_pad (list): Padded feature columns. These will be of shape [NUM_SEQUENCES * MAX_SEQ_LEN, ...]. s_init (list): Initial states for each sequence, of shape [NUM_SEQUENCES, ...]. seq_lens (list): List of sequence lengths, of shape [NUM_SEQUENCES]. Examples: >>> f_pad, s_init, seq_lens = chop_into_sequences( episode_ids=[1, 1, 5, 5, 5, 5], unroll_ids=[4, 4, 4, 4, 4, 4], agent_indices=[0, 0, 0, 0, 0, 0], feature_columns=[[4, 4, 8, 8, 8, 8], [1, 1, 0, 1, 1, 0]], state_columns=[[4, 5, 4, 5, 5, 5]], max_seq_len=3) >>> print(f_pad) [[4, 4, 0, 8, 8, 8, 8, 0, 0], [1, 1, 0, 0, 1, 1, 0, 0, 0]] >>> print(s_init) [[4, 4, 5]] >>> print(seq_lens) [2, 3, 1] """ prev_id = None seq_lens = [] seq_len = 0 unique_ids = np.add( np.add(episode_ids, agent_indices), np.array(unroll_ids) << 32) for uid in unique_ids: if (prev_id is not None and uid != prev_id) or \ seq_len >= max_seq_len: seq_lens.append(seq_len) seq_len = 0 seq_len += 1 prev_id = uid if seq_len: seq_lens.append(seq_len) assert sum(seq_lens) == len(unique_ids) # Dynamically shrink max len as needed to optimize memory usage if dynamic_max: max_seq_len = max(seq_lens) + _extra_padding feature_sequences = [] for f in feature_columns: f = np.array(f) f_pad = np.zeros((len(seq_lens) * max_seq_len, ) + np.shape(f)[1:]) seq_base = 0 i = 0 for l in seq_lens: for seq_offset in range(l): f_pad[seq_base + seq_offset] = f[i] i += 1 seq_base += max_seq_len assert i == len(unique_ids), f feature_sequences.append(f_pad) initial_states = [] for s in state_columns: s = np.array(s) s_init = [] i = 0 for l in seq_lens: s_init.append(s[i]) i += l initial_states.append(np.array(s_init)) return feature_sequences, initial_states, np.array(seq_lens)
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Truncate and pad experiences into fixed-length sequences. Arguments: episode_ids (list): List of episode ids for each step. unroll_ids (list): List of identifiers for the sample batch. This is used to make sure sequences are cut between sample batches. agent_indices (list): List of agent ids for each step. Note that this has to be combined with episode_ids for uniqueness. feature_columns (list): List of arrays containing features. state_columns (list): List of arrays containing LSTM state values. max_seq_len (int): Max length of sequences before truncation. dynamic_max (bool): Whether to dynamically shrink the max seq len. For example, if max len is 20 and the actual max seq len in the data is 7, it will be shrunk to 7. _extra_padding (int): Add extra padding to the end of sequences. Returns: f_pad (list): Padded feature columns. These will be of shape [NUM_SEQUENCES * MAX_SEQ_LEN, ...]. s_init (list): Initial states for each sequence, of shape [NUM_SEQUENCES, ...]. seq_lens (list): List of sequence lengths, of shape [NUM_SEQUENCES]. Examples: >>> f_pad, s_init, seq_lens = chop_into_sequences( episode_ids=[1, 1, 5, 5, 5, 5], unroll_ids=[4, 4, 4, 4, 4, 4], agent_indices=[0, 0, 0, 0, 0, 0], feature_columns=[[4, 4, 8, 8, 8, 8], [1, 1, 0, 1, 1, 0]], state_columns=[[4, 5, 4, 5, 5, 5]], max_seq_len=3) >>> print(f_pad) [[4, 4, 0, 8, 8, 8, 8, 0, 0], [1, 1, 0, 0, 1, 1, 0, 0, 0]] >>> print(s_init) [[4, 4, 5]] >>> print(seq_lens) [2, 3, 1]
[ "Truncate", "and", "pad", "experiences", "into", "fixed", "-", "length", "sequences", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/models/lstm.py#L123-L217
train
Truncate and pad experiences into fixed - length sequences.
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760), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(1908 - 1858) + '\066' + chr(2677 - 2623), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5918 - 5807) + chr(50) + chr(0b101111 + 0o4), 0b1000), ehT0Px3KOsy9('\060' + chr(6572 - 6461) + chr(0b111 + 0o52) + '\064' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1483 - 1372) + chr(0b110100) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\x33' + '\x37' + chr(2063 - 2008), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2552 - 2497) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(49) + '\061' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + '\x31' + chr(0b110111) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + chr(49) + chr(0b100010 + 0o17) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(10990 - 10879) + chr(0b110011) + chr(0b10101 + 0o42) + chr(969 - 921), 63037 - 63029), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100101 + 0o22) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(8842 - 8731) + chr(51) + '\061' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\062' + chr(2166 - 2111) + chr(648 - 595), ord("\x08")), ehT0Px3KOsy9(chr(1499 - 1451) + chr(0b1000110 + 0o51) + chr(50) + '\067' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(1378 - 1328) + chr(0b110111) + chr(2697 - 2643), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(0b110100) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(952 - 902) + '\064' + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10000 + 0o41) + chr(0b110001) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1689 - 1641) + chr(111) + chr(1710 - 1660) + chr(0b110101) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o3) + '\x33' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(54) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1830 - 1780) + '\x33' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(622 - 511) + '\x33' + '\x35' + chr(0b100010 + 0o25), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(0b10000 + 0o43) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(394 - 343) + chr(52) + '\063', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x36' + '\064', 11677 - 11669), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1306 - 1256) + chr(194 - 146) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\x31' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2032 - 1982) + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x35' + chr(0b1 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(378 - 330) + chr(8993 - 8882) + chr(0b0 + 0o62) + chr(0b110111) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\x33' + '\x34' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b101 + 0o152) + chr(0b110001) + '\x31' + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b10010 + 0o42) + '\x36', 5276 - 5268), ehT0Px3KOsy9(chr(1820 - 1772) + chr(0b1101111) + chr(0b110011) + '\066' + '\x36', 24304 - 24296), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(2016 - 1965) + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2058 - 1947) + chr(51) + chr(0b1100 + 0o51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b110010) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x35' + '\064', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc'), '\x64' + chr(0b1001000 + 0o35) + '\x63' + chr(111) + chr(0b100110 + 0o76) + chr(0b110001 + 0o64))('\x75' + '\164' + '\x66' + chr(45) + chr(1159 - 1103)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def oCEB8ufoWZmf(AvwwpUofqDgd, httvIJmommbd, h1sNqEwhvXI3, t3IdLf6L3Fy_, NIaLvfygwAaZ, NK9iwQTVMgUq, tdS6HnOoeeIb=ehT0Px3KOsy9(chr(383 - 335) + '\157' + chr(1614 - 1565), 45369 - 45361), BRuZX1IbZQoX=ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + '\060', 0b1000)): a1w06y2QZsFC = None q4lhzHhQ7cjx = [] yDZoVeyD82xU = ehT0Px3KOsy9(chr(48) + chr(111) + '\060', 8) Od3dImUdEzO3 = WqUC3KWvYVup.uJ0q9cG5ZOR3(WqUC3KWvYVup.uJ0q9cG5ZOR3(AvwwpUofqDgd, h1sNqEwhvXI3), WqUC3KWvYVup.B0ePDhpqxN5n(httvIJmommbd) << ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + chr(48), 44431 - 44423)) for MKkMr25EVnzr in Od3dImUdEzO3: if a1w06y2QZsFC is not None and MKkMr25EVnzr != a1w06y2QZsFC or yDZoVeyD82xU >= NK9iwQTVMgUq: xafqLlk3kkUe(q4lhzHhQ7cjx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc6c\x06K\x9b'), chr(5783 - 5683) + '\145' + chr(8766 - 8667) + chr(0b1010011 + 0o34) + chr(863 - 763) + chr(6390 - 6289))(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(0b1 + 0o67)))(yDZoVeyD82xU) yDZoVeyD82xU = ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 8) yDZoVeyD82xU += ehT0Px3KOsy9(chr(1278 - 1230) + '\x6f' + chr(0b110000 + 0o1), 8) a1w06y2QZsFC = MKkMr25EVnzr if yDZoVeyD82xU: xafqLlk3kkUe(q4lhzHhQ7cjx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc6c\x06K\x9b'), chr(0b1100100) + chr(9521 - 9420) + chr(99) + chr(111) + chr(100) + chr(101))(chr(8370 - 8253) + chr(8179 - 8063) + chr(4165 - 4063) + chr(503 - 458) + chr(0b111000)))(yDZoVeyD82xU) assert xkxBmo49x2An(q4lhzHhQ7cjx) == c2A0yzQpDQB3(Od3dImUdEzO3) if tdS6HnOoeeIb: NK9iwQTVMgUq = tsdjvlgh9gDP(q4lhzHhQ7cjx) + BRuZX1IbZQoX Veu7WpMjiMTw = [] for EGyt1xfPT1P6 in t3IdLf6L3Fy_: EGyt1xfPT1P6 = WqUC3KWvYVup.B0ePDhpqxN5n(EGyt1xfPT1P6) jZYpYRYE_0lG = WqUC3KWvYVup.zeros((c2A0yzQpDQB3(q4lhzHhQ7cjx) * NK9iwQTVMgUq,) + WqUC3KWvYVup.nauYfLglTpcb(EGyt1xfPT1P6)[ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1100100 + 0o13) + chr(49), 8):]) _S2MlX54xb4l = ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 8) WVxHKyX45z_L = ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101111 + 0o1), 8) for aLoH_Mt0dzwO in q4lhzHhQ7cjx: for xuP4k5lbxUev in vQr8gNKaIaWE(aLoH_Mt0dzwO): jZYpYRYE_0lG[_S2MlX54xb4l + xuP4k5lbxUev] = EGyt1xfPT1P6[WVxHKyX45z_L] WVxHKyX45z_L += ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8) _S2MlX54xb4l += NK9iwQTVMgUq assert WVxHKyX45z_L == c2A0yzQpDQB3(Od3dImUdEzO3), EGyt1xfPT1P6 xafqLlk3kkUe(Veu7WpMjiMTw, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc6c\x06K\x9b'), chr(2221 - 2121) + chr(101) + chr(2751 - 2652) + chr(111) + chr(0b1100100) + '\x65')(chr(8511 - 8394) + '\164' + '\146' + chr(0b10111 + 0o26) + '\x38'))(jZYpYRYE_0lG) XUfm7iiaJ2EJ = [] for vGrByMSYMp9h in NIaLvfygwAaZ: vGrByMSYMp9h = WqUC3KWvYVup.B0ePDhpqxN5n(vGrByMSYMp9h) K1LvTVcGrmES = [] WVxHKyX45z_L = ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b1 + 0o57), 8) for aLoH_Mt0dzwO in q4lhzHhQ7cjx: xafqLlk3kkUe(K1LvTVcGrmES, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc6c\x06K\x9b'), chr(565 - 465) + chr(0b100001 + 0o104) + '\x63' + chr(0b1101101 + 0o2) + chr(8165 - 8065) + chr(8417 - 8316))('\x75' + '\x74' + '\x66' + chr(0b101101) + chr(966 - 910)))(vGrByMSYMp9h[WVxHKyX45z_L]) WVxHKyX45z_L += aLoH_Mt0dzwO xafqLlk3kkUe(XUfm7iiaJ2EJ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xc6c\x06K\x9b'), chr(100) + chr(101) + '\143' + '\x6f' + '\144' + chr(101))(chr(117) + chr(0b110011 + 0o101) + chr(0b1000100 + 0o42) + chr(688 - 643) + '\x38'))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\x86v3a\x97I?\x04\x01\xcdT'), chr(0b1100010 + 0o2) + chr(101) + '\143' + '\x6f' + chr(100) + '\x65')(chr(12464 - 12347) + '\164' + '\x66' + '\055' + '\x38'))(K1LvTVcGrmES)) return (Veu7WpMjiMTw, XUfm7iiaJ2EJ, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\x86v3a\x97I?\x04\x01\xcdT'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b110111 + 0o55) + chr(0b1100101))(chr(9774 - 9657) + chr(116) + '\x66' + '\055' + chr(56)))(q4lhzHhQ7cjx))
ray-project/ray
python/ray/tune/schedulers/pbt.py
explore
def explore(config, mutations, resample_probability, custom_explore_fn): """Return a config perturbed as specified. Args: config (dict): Original hyperparameter configuration. mutations (dict): Specification of mutations to perform as documented in the PopulationBasedTraining scheduler. resample_probability (float): Probability of allowing resampling of a particular variable. custom_explore_fn (func): Custom explore fn applied after built-in config perturbations are. """ new_config = copy.deepcopy(config) for key, distribution in mutations.items(): if isinstance(distribution, dict): new_config.update({ key: explore(config[key], mutations[key], resample_probability, None) }) elif isinstance(distribution, list): if random.random() < resample_probability or \ config[key] not in distribution: new_config[key] = random.choice(distribution) elif random.random() > 0.5: new_config[key] = distribution[max( 0, distribution.index(config[key]) - 1)] else: new_config[key] = distribution[min( len(distribution) - 1, distribution.index(config[key]) + 1)] else: if random.random() < resample_probability: new_config[key] = distribution() elif random.random() > 0.5: new_config[key] = config[key] * 1.2 else: new_config[key] = config[key] * 0.8 if type(config[key]) is int: new_config[key] = int(new_config[key]) if custom_explore_fn: new_config = custom_explore_fn(new_config) assert new_config is not None, \ "Custom explore fn failed to return new config" logger.info("[explore] perturbed config from {} -> {}".format( config, new_config)) return new_config
python
def explore(config, mutations, resample_probability, custom_explore_fn): """Return a config perturbed as specified. Args: config (dict): Original hyperparameter configuration. mutations (dict): Specification of mutations to perform as documented in the PopulationBasedTraining scheduler. resample_probability (float): Probability of allowing resampling of a particular variable. custom_explore_fn (func): Custom explore fn applied after built-in config perturbations are. """ new_config = copy.deepcopy(config) for key, distribution in mutations.items(): if isinstance(distribution, dict): new_config.update({ key: explore(config[key], mutations[key], resample_probability, None) }) elif isinstance(distribution, list): if random.random() < resample_probability or \ config[key] not in distribution: new_config[key] = random.choice(distribution) elif random.random() > 0.5: new_config[key] = distribution[max( 0, distribution.index(config[key]) - 1)] else: new_config[key] = distribution[min( len(distribution) - 1, distribution.index(config[key]) + 1)] else: if random.random() < resample_probability: new_config[key] = distribution() elif random.random() > 0.5: new_config[key] = config[key] * 1.2 else: new_config[key] = config[key] * 0.8 if type(config[key]) is int: new_config[key] = int(new_config[key]) if custom_explore_fn: new_config = custom_explore_fn(new_config) assert new_config is not None, \ "Custom explore fn failed to return new config" logger.info("[explore] perturbed config from {} -> {}".format( config, new_config)) return new_config
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Return a config perturbed as specified. Args: config (dict): Original hyperparameter configuration. mutations (dict): Specification of mutations to perform as documented in the PopulationBasedTraining scheduler. resample_probability (float): Probability of allowing resampling of a particular variable. custom_explore_fn (func): Custom explore fn applied after built-in config perturbations are.
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4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/schedulers/pbt.py#L41-L87
train
Explore a hyperparameter configuration.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b100110 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x34' + chr(909 - 860), 31975 - 31967), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + '\064' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\063' + chr(0b100000 + 0o25), 0b1000), ehT0Px3KOsy9(chr(306 - 258) + '\157' + chr(0b110011) + chr(0b100000 + 0o24) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1998 - 1950) + chr(0b1101111) + '\x33' + chr(0b11101 + 0o25) + chr(1873 - 1823), 61257 - 61249), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o35) + chr(0b110011) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\x35' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(11382 - 11271) + chr(0b110010) + '\x33' + chr(702 - 650), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(49) + chr(0b110000) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(1334 - 1223) + chr(0b101111 + 0o3) + chr(1709 - 1657) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + '\066' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + '\x32' + '\060' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1699 - 1646) + '\063', 8), ehT0Px3KOsy9(chr(48) + chr(1233 - 1122) + '\061' + '\060' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110111) + chr(0b10 + 0o57), 50624 - 50616), ehT0Px3KOsy9('\060' + chr(3719 - 3608) + '\x33' + chr(743 - 689) + chr(2744 - 2690), 65202 - 65194), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110100) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(53) + chr(214 - 162), 0o10), ehT0Px3KOsy9('\x30' + chr(548 - 437) + '\062' + chr(0b0 + 0o63) + chr(0b110111), 15188 - 15180), ehT0Px3KOsy9('\x30' + chr(0b1100001 + 0o16) + '\064' + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110000) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(796 - 748) + chr(111) + chr(49) + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\061' + '\060', 64326 - 64318), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\063' + chr(61 - 9), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b1 + 0o64) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2489 - 2378) + chr(0b110011) + chr(0b110110) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + chr(0b1011100 + 0o23) + chr(0b100 + 0o55) + chr(2116 - 2065) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(0b110010) + chr(0b110000 + 0o4), 16374 - 16366), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(51) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2089 - 2041) + chr(0b100111 + 0o110) + chr(460 - 409) + chr(48) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11087 - 10976) + chr(0b110001) + chr(0b11110 + 0o27) + chr(720 - 669), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b110110), 34587 - 34579), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x33' + chr(2288 - 2237), 42148 - 42140), ehT0Px3KOsy9('\x30' + chr(11595 - 11484) + chr(1179 - 1128) + chr(49) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b10 + 0o62) + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(2059 - 2007) + chr(0b11011 + 0o25), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + chr(0b110010 + 0o0), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(6661 - 6550) + chr(0b110101) + chr(229 - 181), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'?'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b100101 + 0o112) + '\x64' + chr(0b100010 + 0o103))('\165' + '\x74' + chr(0b1100110) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def qeBAWCpuBunX(jAj7S20Ct06o, _4CYgfY6BgaM, nadWVoOjKDq5, S5Cql8j8Nvil): iEDT2eHAKfSK = igThHS4jwVsa.deepcopy(jAj7S20Ct06o) for (K3J4ZwSlE0sT, iJvq7pIHWwTP) in xafqLlk3kkUe(_4CYgfY6BgaM, xafqLlk3kkUe(SXOLrMavuUCe(b'_[R\xf8\xae\x88,\xd4GI\xd4|'), '\x64' + chr(101) + '\x63' + '\157' + chr(0b1100100) + chr(7698 - 7597))(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + '\070'))(): if PlSM16l2KDPD(iJvq7pIHWwTP, wLqBDw8l0eIm): xafqLlk3kkUe(iEDT2eHAKfSK, xafqLlk3kkUe(SXOLrMavuUCe(b'KUe\xd8\x8e\x9cU\xf3R.\xf9u'), '\144' + chr(0b1100101) + '\143' + chr(0b1101111) + chr(100) + chr(0b1001101 + 0o30))('\165' + '\x74' + '\146' + '\x2d' + chr(0b111000)))({K3J4ZwSlE0sT: qeBAWCpuBunX(jAj7S20Ct06o[K3J4ZwSlE0sT], _4CYgfY6BgaM[K3J4ZwSlE0sT], nadWVoOjKDq5, None)}) elif PlSM16l2KDPD(iJvq7pIHWwTP, YyaZ4tpXu4lf): if xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'uS\\\xea\xd7\xeb^\xf9y~\xff,'), '\144' + '\145' + chr(99) + chr(111) + chr(100) + chr(101))('\165' + chr(0b1001101 + 0o47) + '\146' + chr(1052 - 1007) + '\x38'))() < nadWVoOjKDq5 or jAj7S20Ct06o[K3J4ZwSlE0sT] not in iJvq7pIHWwTP: iEDT2eHAKfSK[K3J4ZwSlE0sT] = drxw09AdRdci.choice(iJvq7pIHWwTP) elif xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'uS\\\xea\xd7\xeb^\xf9y~\xff,'), chr(0b1100100) + chr(0b1010101 + 0o20) + chr(0b111111 + 0o44) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(874 - 818)))() > 0.5: iEDT2eHAKfSK[K3J4ZwSlE0sT] = iJvq7pIHWwTP[tsdjvlgh9gDP(ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 0o10), iJvq7pIHWwTP.XdowRbJKZWL9(jAj7S20Ct06o[K3J4ZwSlE0sT]) - ehT0Px3KOsy9('\060' + '\157' + chr(808 - 759), 63112 - 63104))] else: iEDT2eHAKfSK[K3J4ZwSlE0sT] = iJvq7pIHWwTP[Dx22bkKPdt5d(c2A0yzQpDQB3(iJvq7pIHWwTP) - ehT0Px3KOsy9('\060' + '\157' + chr(0b101011 + 0o6), 8), iJvq7pIHWwTP.XdowRbJKZWL9(jAj7S20Ct06o[K3J4ZwSlE0sT]) + ehT0Px3KOsy9(chr(0b110000) + chr(11647 - 11536) + chr(49), 8))] else: if xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'uS\\\xea\xd7\xeb^\xf9y~\xff,'), '\x64' + '\145' + '\x63' + chr(11595 - 11484) + chr(0b110110 + 0o56) + '\x65')(chr(7494 - 7377) + '\164' + chr(1356 - 1254) + chr(1561 - 1516) + '\070'))() < nadWVoOjKDq5: iEDT2eHAKfSK[K3J4ZwSlE0sT] = iJvq7pIHWwTP() elif xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'uS\\\xea\xd7\xeb^\xf9y~\xff,'), '\144' + '\x65' + '\x63' + chr(12206 - 12095) + '\x64' + chr(0b1100101))(chr(117) + chr(0b111000 + 0o74) + chr(0b1100110) + chr(0b10010 + 0o33) + '\x38'))() > 0.5: iEDT2eHAKfSK[K3J4ZwSlE0sT] = jAj7S20Ct06o[K3J4ZwSlE0sT] * 1.2 else: iEDT2eHAKfSK[K3J4ZwSlE0sT] = jAj7S20Ct06o[K3J4ZwSlE0sT] * 0.8 if PlSM16l2KDPD(jAj7S20Ct06o[K3J4ZwSlE0sT], ehT0Px3KOsy9): iEDT2eHAKfSK[K3J4ZwSlE0sT] = ehT0Px3KOsy9(iEDT2eHAKfSK[K3J4ZwSlE0sT]) if S5Cql8j8Nvil: iEDT2eHAKfSK = S5Cql8j8Nvil(iEDT2eHAKfSK) assert iEDT2eHAKfSK is not None, xafqLlk3kkUe(SXOLrMavuUCe(b'RTW\xe9\x88\xbf?\xf8Sj\xf0*\xd2Q\xa0M.Y\x90\x01E\xf3C"n\xfc\xf3\t\x84;\xa0\xab\xb1\x05&u\xae\x90\x80Y~OB\xf4\x80'), chr(841 - 741) + chr(6789 - 6688) + chr(0b111 + 0o134) + '\x6f' + '\144' + chr(0b1110 + 0o127))(chr(0b110101 + 0o100) + '\164' + chr(102) + chr(1604 - 1559) + chr(0b100100 + 0o24)) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'B\x16l\xe5\x92\xb1x\xaaAv\xc6.'), chr(6026 - 5926) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + '\145')(chr(8895 - 8778) + '\x74' + chr(0b1100110) + chr(1507 - 1462) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'JD\\\xed\x8b\xbdm\xf8v:\xec \xd2@\xf5Y"\x1c\x92@O\xf0H \'\xef\xbcO\x841\xb9\xfe\xb8\x16&6\xf5\xc7\xdbG'), '\144' + '\x65' + '\x63' + chr(0b1 + 0o156) + chr(4649 - 4549) + chr(101))('\x75' + chr(0b100 + 0o160) + chr(6290 - 6188) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'G\x15V\xf2\xaf\xb3L\xae{j\xf9/'), chr(702 - 602) + '\x65' + '\143' + chr(0b110101 + 0o72) + chr(100) + chr(0b1100101))('\x75' + chr(0b1001011 + 0o51) + chr(0b1100110) + '\x2d' + '\070'))(jAj7S20Ct06o, iEDT2eHAKfSK)) return iEDT2eHAKfSK
ray-project/ray
python/ray/tune/schedulers/pbt.py
make_experiment_tag
def make_experiment_tag(orig_tag, config, mutations): """Appends perturbed params to the trial name to show in the console.""" resolved_vars = {} for k in mutations.keys(): resolved_vars[("config", k)] = config[k] return "{}@perturbed[{}]".format(orig_tag, format_vars(resolved_vars))
python
def make_experiment_tag(orig_tag, config, mutations): """Appends perturbed params to the trial name to show in the console.""" resolved_vars = {} for k in mutations.keys(): resolved_vars[("config", k)] = config[k] return "{}@perturbed[{}]".format(orig_tag, format_vars(resolved_vars))
[ "def", "make_experiment_tag", "(", "orig_tag", ",", "config", ",", "mutations", ")", ":", "resolved_vars", "=", "{", "}", "for", "k", "in", "mutations", ".", "keys", "(", ")", ":", "resolved_vars", "[", "(", "\"config\"", ",", "k", ")", "]", "=", "config", "[", "k", "]", "return", "\"{}@perturbed[{}]\"", ".", "format", "(", "orig_tag", ",", "format_vars", "(", "resolved_vars", ")", ")" ]
Appends perturbed params to the trial name to show in the console.
[ "Appends", "perturbed", "params", "to", "the", "trial", "name", "to", "show", "in", "the", "console", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/schedulers/pbt.py#L90-L96
train
Creates a tag for the perturbed experiment.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(5788 - 5677) + chr(1488 - 1438) + chr(0b1111 + 0o47) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6624 - 6513) + chr(0b110011) + '\x31' + chr(504 - 456), 53055 - 53047), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2584 - 2533) + chr(0b110110 + 0o0) + chr(0b10 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(0b110011) + chr(0b110011) + '\061', 51468 - 51460), ehT0Px3KOsy9(chr(131 - 83) + '\157' + chr(51) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(12263 - 12152) + '\061' + '\x35' + '\064', 18849 - 18841), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x36' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + chr(0b100110 + 0o14) + chr(603 - 552) + '\060', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(8121 - 8010) + '\x32' + chr(55) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1181 - 1133) + chr(0b1101111) + chr(49) + '\066' + chr(0b11110 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(2167 - 2117) + chr(2034 - 1980), 34204 - 34196), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\x33' + chr(0b110101) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(8301 - 8190) + '\x31' + chr(716 - 663) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b1110 + 0o44) + '\060' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(51) + chr(0b110000) + chr(307 - 256), 63206 - 63198), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b111100 + 0o63) + '\x37' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(497 - 449) + chr(0b1101111) + chr(76 - 25) + chr(0b1110 + 0o47) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2505 - 2394) + chr(1348 - 1297) + chr(0b110011 + 0o2) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(48) + '\x32', 50069 - 50061), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(0b0 + 0o63) + chr(54) + chr(0b11 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x32' + chr(0b11000 + 0o32), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(52) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1721 - 1672) + chr(0b0 + 0o61) + chr(1161 - 1112), 38762 - 38754), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(345 - 295) + '\063' + chr(0b1010 + 0o55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x37' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5609 - 5498) + chr(0b110010) + chr(2376 - 2324) + chr(1401 - 1352), 30433 - 30425), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(2469 - 2419) + chr(0b110000) + chr(52), 33465 - 33457), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x35' + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(48) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(4217 - 4106) + chr(0b100101 + 0o17) + chr(87 - 39), 15717 - 15709), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(4831 - 4720) + chr(0b10111 + 0o32) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(2290 - 2242) + chr(111) + chr(51) + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7473 - 7362) + chr(52 - 3) + chr(0b0 + 0o67) + chr(2229 - 2181), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(1258 - 1206) + '\061', 18581 - 18573), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(571 - 522) + chr(0b110010) + chr(132 - 78), 55508 - 55500), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1838 - 1789) + chr(53) + chr(0b101100 + 0o12), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o51) + chr(1349 - 1300) + '\x35', 0o10), ehT0Px3KOsy9(chr(2108 - 2060) + '\x6f' + chr(1877 - 1824) + '\x33', 10484 - 10476)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(48), 13677 - 13669)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x99'), chr(5313 - 5213) + '\x65' + chr(0b1100011) + chr(4812 - 4701) + chr(8901 - 8801) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\x66' + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LpLWshkzWryz(H_8lKXYUGp1J, jAj7S20Ct06o, _4CYgfY6BgaM): BMLY91R8lBDY = {} for OolUPRJhRaJd in xafqLlk3kkUe(_4CYgfY6BgaM, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\xad\x8d\xaa'), chr(100) + '\145' + '\143' + '\157' + '\x64' + '\145')(chr(1337 - 1220) + '\x74' + chr(102) + '\x2d' + chr(56)))(): BMLY91R8lBDY[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\xa7\x9a\xbfp\x0b'), '\x64' + '\x65' + chr(3275 - 3176) + chr(0b1010001 + 0o36) + chr(6725 - 6625) + chr(0b1100101))('\165' + chr(0b101 + 0o157) + '\x66' + chr(0b100010 + 0o13) + chr(0b111000)), OolUPRJhRaJd] = jAj7S20Ct06o[OolUPRJhRaJd] return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\xb5\xb4\xa9|\x1e\xc4\xed\xcb\x17s\x8b5\xf8\xbeb'), chr(0b111000 + 0o54) + '\145' + chr(99) + chr(0b1101111) + chr(0b111111 + 0o45) + chr(6548 - 6447))('\165' + chr(8047 - 7931) + chr(0b1100110) + chr(45) + chr(0b1101 + 0o53)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\xfc\x86\xb6Q\r\xe3\xab\xe9\x05s\x85'), chr(9395 - 9295) + chr(0b1100101) + chr(99) + chr(0b101011 + 0o104) + chr(0b1100100) + '\145')(chr(0b10000 + 0o145) + chr(116) + '\146' + chr(0b101101) + chr(56)))(H_8lKXYUGp1J, lj4qFFZkq3c_(BMLY91R8lBDY))
ray-project/ray
python/ray/tune/schedulers/pbt.py
PopulationBasedTraining._log_config_on_step
def _log_config_on_step(self, trial_state, new_state, trial, trial_to_clone, new_config): """Logs transition during exploit/exploit step. For each step, logs: [target trial tag, clone trial tag, target trial iteration, clone trial iteration, old config, new config]. """ trial_name, trial_to_clone_name = (trial_state.orig_tag, new_state.orig_tag) trial_id = "".join(itertools.takewhile(str.isdigit, trial_name)) trial_to_clone_id = "".join( itertools.takewhile(str.isdigit, trial_to_clone_name)) trial_path = os.path.join(trial.local_dir, "pbt_policy_" + trial_id + ".txt") trial_to_clone_path = os.path.join( trial_to_clone.local_dir, "pbt_policy_" + trial_to_clone_id + ".txt") policy = [ trial_name, trial_to_clone_name, trial.last_result[TRAINING_ITERATION], trial_to_clone.last_result[TRAINING_ITERATION], trial_to_clone.config, new_config ] # Log to global file. with open(os.path.join(trial.local_dir, "pbt_global.txt"), "a+") as f: f.write(json.dumps(policy) + "\n") # Overwrite state in target trial from trial_to_clone. if os.path.exists(trial_to_clone_path): shutil.copyfile(trial_to_clone_path, trial_path) # Log new exploit in target trial log. with open(trial_path, "a+") as f: f.write(json.dumps(policy) + "\n")
python
def _log_config_on_step(self, trial_state, new_state, trial, trial_to_clone, new_config): """Logs transition during exploit/exploit step. For each step, logs: [target trial tag, clone trial tag, target trial iteration, clone trial iteration, old config, new config]. """ trial_name, trial_to_clone_name = (trial_state.orig_tag, new_state.orig_tag) trial_id = "".join(itertools.takewhile(str.isdigit, trial_name)) trial_to_clone_id = "".join( itertools.takewhile(str.isdigit, trial_to_clone_name)) trial_path = os.path.join(trial.local_dir, "pbt_policy_" + trial_id + ".txt") trial_to_clone_path = os.path.join( trial_to_clone.local_dir, "pbt_policy_" + trial_to_clone_id + ".txt") policy = [ trial_name, trial_to_clone_name, trial.last_result[TRAINING_ITERATION], trial_to_clone.last_result[TRAINING_ITERATION], trial_to_clone.config, new_config ] # Log to global file. with open(os.path.join(trial.local_dir, "pbt_global.txt"), "a+") as f: f.write(json.dumps(policy) + "\n") # Overwrite state in target trial from trial_to_clone. if os.path.exists(trial_to_clone_path): shutil.copyfile(trial_to_clone_path, trial_path) # Log new exploit in target trial log. with open(trial_path, "a+") as f: f.write(json.dumps(policy) + "\n")
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Logs transition during exploit/exploit step. For each step, logs: [target trial tag, clone trial tag, target trial iteration, clone trial iteration, old config, new config].
[ "Logs", "transition", "during", "exploit", "/", "exploit", "step", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/schedulers/pbt.py#L225-L256
train
Logs the new config for each trial.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(232 - 184) + chr(0b110000 + 0o77) + chr(0b110110) + chr(2628 - 2576), 20760 - 20752), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b0 + 0o157) + chr(50) + chr(0b110001), 13344 - 13336), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x37' + chr(2632 - 2580), 44622 - 44614), ehT0Px3KOsy9(chr(48) + chr(406 - 295) + chr(2366 - 2317) + chr(105 - 53) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(1644 - 1592) + chr(1088 - 1036), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(734 - 685) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(579 - 531) + chr(0b11101 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x36' + chr(1081 - 1028), 60174 - 60166), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + chr(580 - 530) + chr(1264 - 1214) + chr(0b10101 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(273 - 221) + chr(2112 - 2063), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(12197 - 12086) + '\061' + chr(52) + chr(0b10101 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(955 - 906) + '\x30' + chr(55), 62059 - 62051), ehT0Px3KOsy9(chr(48) + chr(7226 - 7115) + chr(1968 - 1917) + chr(0b110011) + chr(2969 - 2914), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + chr(2521 - 2470) + '\062' + chr(1623 - 1570), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(55) + chr(1618 - 1567), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(53), 25205 - 25197), ehT0Px3KOsy9('\060' + chr(7304 - 7193) + chr(0b11000 + 0o32), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\067' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(1475 - 1425) + chr(0b1111 + 0o42), 31122 - 31114), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\065' + '\060', 0b1000), ehT0Px3KOsy9(chr(1214 - 1166) + chr(0b10110 + 0o131) + chr(2469 - 2414) + chr(0b110001), 11653 - 11645), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100110 + 0o15) + '\065' + '\x31', 54963 - 54955), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(1893 - 1844) + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1111 + 0o44) + chr(0b110110) + '\060', 0o10), ehT0Px3KOsy9(chr(1770 - 1722) + chr(0b1101111) + '\x33' + chr(0b100100 + 0o20) + chr(1835 - 1786), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + chr(0b110110) + chr(0b100010 + 0o17), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10991 - 10880) + chr(1323 - 1274) + chr(2245 - 2192) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(52) + '\063', 0b1000), ehT0Px3KOsy9(chr(408 - 360) + '\157' + chr(0b10010 + 0o45) + chr(0b101100 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4377 - 4266) + chr(2536 - 2485) + '\x32' + '\x36', 26163 - 26155), ehT0Px3KOsy9(chr(1322 - 1274) + chr(0b1101111) + chr(0b10101 + 0o35) + '\x34' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(54) + chr(2625 - 2570), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + '\x32' + chr(2470 - 2420) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b100000 + 0o24) + chr(52), 8), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110101) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(0b101000 + 0o12), 8), ehT0Px3KOsy9(chr(510 - 462) + '\157' + chr(0b110001) + chr(51) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10978 - 10867) + '\061' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x30' + chr(0b110001 + 0o2), 13727 - 13719)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1840 - 1792) + chr(111) + '\x35' + chr(224 - 176), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a'), '\144' + '\145' + chr(7794 - 7695) + chr(0b110111 + 0o70) + chr(0b1100100) + chr(10168 - 10067))('\165' + chr(7670 - 7554) + chr(9124 - 9022) + '\x2d' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def NnuJ74ksvzLJ(oVre8I6UXc3b, BzYtMg9_29md, bzRb0v_p_rjD, Alvsa0ue91Fo, xxyHYEPsHiBM, iEDT2eHAKfSK): (l_RSJv7qFLly, VXzt4EMKmn3E) = (BzYtMg9_29md.orig_tag, bzRb0v_p_rjD.orig_tag) rv8CNRYETQhs = xafqLlk3kkUe(SXOLrMavuUCe(b''), '\144' + chr(8760 - 8659) + chr(0b1000001 + 0o42) + chr(111) + chr(100) + '\x65')('\165' + '\x74' + '\146' + chr(45) + chr(0b111000))._oWXztVNnqHF(nLSuLqmR6kNP.takewhile(M8_cKLkHVB2V.isdigit, l_RSJv7qFLly)) CzOk3VZ0flTi = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b101110 + 0o66) + '\145' + '\143' + chr(0b1111 + 0o140) + chr(0b1100 + 0o130) + chr(0b1100101))(chr(117) + chr(116) + '\146' + '\x2d' + chr(3120 - 3064))._oWXztVNnqHF(nLSuLqmR6kNP.takewhile(M8_cKLkHVB2V.isdigit, VXzt4EMKmn3E)) Jne6qmPDub7Z = oqhJDdMJfuwx.path._oWXztVNnqHF(Alvsa0ue91Fo.local_dir, xafqLlk3kkUe(SXOLrMavuUCe(b'Ds\x88=\x14!\xae\x1c\xf4X?'), '\x64' + chr(0b1100101) + chr(0b100110 + 0o75) + '\x6f' + '\x64' + chr(4983 - 4882))(chr(117) + chr(0b1110100) + chr(6248 - 6146) + chr(0b101101) + chr(56)) + rv8CNRYETQhs + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1ae\x84\x16'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b101001 + 0o73) + chr(0b1100101))('\x75' + '\164' + chr(8262 - 8160) + chr(0b101101) + chr(2857 - 2801))) Sl7mjJjpjJBE = oqhJDdMJfuwx.path._oWXztVNnqHF(xxyHYEPsHiBM.local_dir, xafqLlk3kkUe(SXOLrMavuUCe(b'Ds\x88=\x14!\xae\x1c\xf4X?'), chr(0b111111 + 0o45) + chr(0b100111 + 0o76) + chr(99) + '\157' + chr(680 - 580) + '\x65')(chr(0b1110101) + chr(12529 - 12413) + chr(102) + chr(0b101101) + '\070') + CzOk3VZ0flTi + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1ae\x84\x16'), chr(0b1100100) + chr(0b1100101) + chr(3402 - 3303) + chr(0b1101111) + chr(6305 - 6205) + chr(0b1100101))('\165' + chr(11976 - 11860) + chr(5241 - 5139) + chr(45) + '\070')) s617wIX8Hbiy = [l_RSJv7qFLly, VXzt4EMKmn3E, Alvsa0ue91Fo.v56NCZmHSz5s[i79A5KFcKEHr], xxyHYEPsHiBM.v56NCZmHSz5s[i79A5KFcKEHr], xxyHYEPsHiBM.jAj7S20Ct06o, iEDT2eHAKfSK] with _fwkIVCGgtAN(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'k~\xab:\x1e:\x94;\xf9P(\x01'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(111) + '\144' + chr(0b1010 + 0o133))(chr(13335 - 13218) + chr(0b100111 + 0o115) + '\146' + chr(1248 - 1203) + chr(0b111000)))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'X~\x9f\x03\x08\x11\xa6\x1c\xe5'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')('\x75' + chr(116) + chr(2538 - 2436) + chr(45) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'Ds\x88=\x03"\xad\x17\xf6MN3\xa7\xa1'), chr(471 - 371) + '\x65' + '\143' + chr(4568 - 4457) + chr(100) + chr(1196 - 1095))(chr(0b1110101) + chr(0b1001100 + 0o50) + chr(1819 - 1717) + '\055' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'U:'), chr(9033 - 8933) + chr(2304 - 2203) + chr(0b1010100 + 0o17) + chr(111) + chr(100) + chr(0b1100101))('\x75' + '\164' + '\x66' + '\055' + '\070')) as EGyt1xfPT1P6: xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'Cc\x95\x16\x01'), '\144' + chr(5419 - 5318) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1000 + 0o135))('\x75' + chr(116) + '\x66' + '\x2d' + '\x38'))(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'Pd\x91\x12\x17'), chr(100) + '\145' + '\x63' + chr(0b1100001 + 0o16) + chr(0b111010 + 0o52) + chr(101))(chr(117) + '\x74' + chr(0b11000 + 0o116) + chr(0b100111 + 0o6) + '\x38'))(s617wIX8Hbiy) + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), '\x64' + chr(101) + chr(0b101111 + 0o64) + chr(6267 - 6156) + '\x64' + chr(0b1011010 + 0o13))(chr(117) + '\x74' + chr(102) + '\x2d' + chr(1543 - 1487))) if xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'Qi\x95\x11\x10='), '\x64' + chr(3928 - 3827) + chr(1400 - 1301) + chr(0b1001010 + 0o45) + chr(100) + chr(6000 - 5899))(chr(8908 - 8791) + '\x74' + '\x66' + chr(0b100110 + 0o7) + chr(0b111000)))(Sl7mjJjpjJBE): xafqLlk3kkUe(DSLq_IS6e6IX, xafqLlk3kkUe(SXOLrMavuUCe(b"W~\x8c\x1b\x02'\xae\x10"), chr(100) + '\x65' + chr(4983 - 4884) + '\157' + '\x64' + '\145')(chr(0b10100 + 0o141) + chr(0b1110100) + chr(0b1100110) + chr(1252 - 1207) + chr(56)))(Sl7mjJjpjJBE, Jne6qmPDub7Z) with _fwkIVCGgtAN(Jne6qmPDub7Z, xafqLlk3kkUe(SXOLrMavuUCe(b'U:'), '\x64' + chr(0b1100 + 0o131) + chr(0b1100011) + chr(488 - 377) + '\144' + chr(0b1100101))('\x75' + '\x74' + '\x66' + chr(0b10011 + 0o32) + chr(2192 - 2136))) as EGyt1xfPT1P6: xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'Cc\x95\x16\x01'), chr(2733 - 2633) + '\145' + chr(99) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(6135 - 6018) + chr(0b1110100) + '\146' + '\x2d' + '\070'))(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b'Pd\x91\x12\x17'), chr(1024 - 924) + chr(5820 - 5719) + chr(2284 - 2185) + chr(0b100010 + 0o115) + '\x64' + chr(101))('\165' + chr(116) + '\x66' + chr(1812 - 1767) + chr(0b111 + 0o61)))(s617wIX8Hbiy) + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), chr(3214 - 3114) + chr(0b10101 + 0o120) + chr(0b10111 + 0o114) + chr(0b1101011 + 0o4) + '\144' + chr(101))(chr(4530 - 4413) + chr(11423 - 11307) + '\x66' + '\x2d' + '\070'))
ray-project/ray
python/ray/tune/schedulers/pbt.py
PopulationBasedTraining._exploit
def _exploit(self, trial_executor, trial, trial_to_clone): """Transfers perturbed state from trial_to_clone -> trial. If specified, also logs the updated hyperparam state.""" trial_state = self._trial_state[trial] new_state = self._trial_state[trial_to_clone] if not new_state.last_checkpoint: logger.info("[pbt]: no checkpoint for trial." " Skip exploit for Trial {}".format(trial)) return new_config = explore(trial_to_clone.config, self._hyperparam_mutations, self._resample_probability, self._custom_explore_fn) logger.info("[exploit] transferring weights from trial " "{} (score {}) -> {} (score {})".format( trial_to_clone, new_state.last_score, trial, trial_state.last_score)) if self._log_config: self._log_config_on_step(trial_state, new_state, trial, trial_to_clone, new_config) new_tag = make_experiment_tag(trial_state.orig_tag, new_config, self._hyperparam_mutations) reset_successful = trial_executor.reset_trial(trial, new_config, new_tag) if reset_successful: trial_executor.restore( trial, Checkpoint.from_object(new_state.last_checkpoint)) else: trial_executor.stop_trial(trial, stop_logger=False) trial.config = new_config trial.experiment_tag = new_tag trial_executor.start_trial( trial, Checkpoint.from_object(new_state.last_checkpoint)) self._num_perturbations += 1 # Transfer over the last perturbation time as well trial_state.last_perturbation_time = new_state.last_perturbation_time
python
def _exploit(self, trial_executor, trial, trial_to_clone): """Transfers perturbed state from trial_to_clone -> trial. If specified, also logs the updated hyperparam state.""" trial_state = self._trial_state[trial] new_state = self._trial_state[trial_to_clone] if not new_state.last_checkpoint: logger.info("[pbt]: no checkpoint for trial." " Skip exploit for Trial {}".format(trial)) return new_config = explore(trial_to_clone.config, self._hyperparam_mutations, self._resample_probability, self._custom_explore_fn) logger.info("[exploit] transferring weights from trial " "{} (score {}) -> {} (score {})".format( trial_to_clone, new_state.last_score, trial, trial_state.last_score)) if self._log_config: self._log_config_on_step(trial_state, new_state, trial, trial_to_clone, new_config) new_tag = make_experiment_tag(trial_state.orig_tag, new_config, self._hyperparam_mutations) reset_successful = trial_executor.reset_trial(trial, new_config, new_tag) if reset_successful: trial_executor.restore( trial, Checkpoint.from_object(new_state.last_checkpoint)) else: trial_executor.stop_trial(trial, stop_logger=False) trial.config = new_config trial.experiment_tag = new_tag trial_executor.start_trial( trial, Checkpoint.from_object(new_state.last_checkpoint)) self._num_perturbations += 1 # Transfer over the last perturbation time as well trial_state.last_perturbation_time = new_state.last_perturbation_time
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Transfers perturbed state from trial_to_clone -> trial. If specified, also logs the updated hyperparam state.
[ "Transfers", "perturbed", "state", "from", "trial_to_clone", "-", ">", "trial", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/schedulers/pbt.py#L258-L297
train
Transfers perturbed state from trial_to_clone -> trial.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x37' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + chr(883 - 833) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1115 - 1004) + chr(0b11001 + 0o31) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(2356 - 2306) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\063' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2100 - 2052) + '\x6f' + '\061' + chr(0b110100) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55) + chr(2108 - 2060), 46164 - 46156), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(8904 - 8793) + chr(1357 - 1306) + chr(378 - 326) + chr(0b110110 + 0o0), 26933 - 26925), ehT0Px3KOsy9(chr(726 - 678) + '\x6f' + '\065' + chr(1606 - 1554), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\x36' + chr(388 - 339), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101101 + 0o4) + '\x31' + '\x36', 2632 - 2624), ehT0Px3KOsy9(chr(1280 - 1232) + '\157' + chr(0b110010) + '\x35' + chr(787 - 732), 0o10), ehT0Px3KOsy9(chr(1052 - 1004) + chr(111) + chr(1957 - 1908) + chr(0b110111) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9271 - 9160) + chr(0b101010 + 0o11) + chr(185 - 135) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10110 + 0o35) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11000 + 0o31) + chr(0b110101) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101110 + 0o1) + chr(0b101111 + 0o4) + chr(0b110110) + '\067', 3808 - 3800), ehT0Px3KOsy9('\060' + '\x6f' + '\065' + '\064', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110000) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(2834 - 2723) + chr(51) + chr(145 - 92) + chr(1789 - 1741), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2221 - 2170) + chr(54), 20443 - 20435), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(51) + chr(0b100010 + 0o16) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b10001 + 0o45) + '\060', 4901 - 4893), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(1053 - 942) + chr(0b110001) + '\063' + '\062', 4610 - 4602), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(672 - 621) + chr(0b101110 + 0o3) + '\065', 19006 - 18998), ehT0Px3KOsy9(chr(1929 - 1881) + '\157' + '\061' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(1173 - 1062) + chr(0b110010) + chr(0b110110) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(743 - 692), 15272 - 15264), ehT0Px3KOsy9('\x30' + chr(11021 - 10910) + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(49) + chr(51) + '\060', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\062' + chr(0b100101 + 0o22) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110011) + chr(0b100100 + 0o21), 34837 - 34829), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b110011) + chr(2524 - 2469), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(49) + '\x34' + chr(0b110101), 58335 - 58327), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(0b110011) + chr(2118 - 2066) + '\062', 61955 - 61947)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(3253 - 3153) + chr(101) + chr(0b1011011 + 0o10) + chr(10685 - 10574) + chr(0b100011 + 0o101) + chr(101))(chr(0b1110101) + chr(0b1010100 + 0o40) + '\146' + '\x2d' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def DypKFtn_BxyO(oVre8I6UXc3b, K1HK4TzxrUIX, Alvsa0ue91Fo, xxyHYEPsHiBM): BzYtMg9_29md = oVre8I6UXc3b._trial_state[Alvsa0ue91Fo] bzRb0v_p_rjD = oVre8I6UXc3b._trial_state[xxyHYEPsHiBM] if not xafqLlk3kkUe(bzRb0v_p_rjD, xafqLlk3kkUe(SXOLrMavuUCe(b't\x19d`\r\xbe\x08]\x85G\x01!\xc6\x12\xa5'), '\144' + chr(2723 - 2622) + chr(0b111110 + 0o45) + chr(0b1101111) + chr(0b1 + 0o143) + chr(0b111100 + 0o51))('\x75' + chr(9543 - 9427) + '\x66' + chr(0b1001 + 0o44) + '\070')): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b"KO_l'\xbe\x07\x0f\x8c@+%"), '\x64' + chr(0b11000 + 0o115) + '\x63' + '\157' + '\x64' + '\145')('\165' + '\x74' + '\x66' + chr(45) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"C\x08u`\x0f\xe7@V\x89\x0c\x12&\xca\x1f\xbaj\x00\x9eB\xb6\xc8x\xa8B\r.]\xa4n\xde\x15\x06\x0b\xd4\xf4z\x7f\x00y\x92t\x17~`r\xbb\x0fJ\xc6x\x03'\xce\x10\xf1a\x12"), '\x64' + chr(2113 - 2012) + chr(0b1100011) + chr(111) + '\x64' + '\145')('\165' + chr(9007 - 8891) + chr(102) + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'NLe{\x1a\xbc3\x0b\xb6\\\x14$'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b111010 + 0o52) + chr(4402 - 4301))(chr(117) + chr(0b1110100) + chr(102) + '\055' + chr(56)))(Alvsa0ue91Fo)) return iEDT2eHAKfSK = qeBAWCpuBunX(xxyHYEPsHiBM.jAj7S20Ct06o, oVre8I6UXc3b._hyperparam_mutations, oVre8I6UXc3b._resample_probability, oVre8I6UXc3b._custom_explore_fn) xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b"KO_l'\xbe\x07\x0f\x8c@+%"), '\x64' + chr(0b1100101) + chr(8894 - 8795) + chr(9107 - 8996) + '\144' + chr(0b1100101))(chr(117) + chr(1547 - 1431) + chr(102) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'C\x1dod>\xb2\tL\xbb\x0c\x05<\xce\x12\xa2|\n\x85^\xab\x86y\xe7GH3H\xa5{\xc1\x1b@*\xd0\xf0*+\x17h\x83tXlir\xf5\x13[\x89^\x14n\xd4\x01\xf8:B\xc9\x0c\xb9\x95>\xefCN5]\xa8/\xc9F\x0f'), '\144' + chr(101) + '\x63' + chr(0b1101111) + '\x64' + '\145')(chr(0b11001 + 0o134) + chr(0b111000 + 0o74) + chr(0b10001 + 0o125) + '\055' + chr(0b10011 + 0o45)), xafqLlk3kkUe(SXOLrMavuUCe(b'NLe{\x1a\xbc3\x0b\xb6\\\x14$'), chr(100) + chr(0b110101 + 0o60) + '\x63' + '\x6f' + '\144' + chr(101))(chr(7830 - 7713) + '\x74' + chr(0b1100110) + '\055' + '\070'))(xxyHYEPsHiBM, xafqLlk3kkUe(bzRb0v_p_rjD, xafqLlk3kkUe(SXOLrMavuUCe(b't\x19d`\r\xae\x03W\x94I'), '\144' + '\x65' + chr(2255 - 2156) + '\x6f' + chr(6091 - 5991) + chr(2464 - 2363))('\x75' + '\x74' + chr(6464 - 6362) + chr(0b101000 + 0o5) + chr(1155 - 1099))), Alvsa0ue91Fo, xafqLlk3kkUe(BzYtMg9_29md, xafqLlk3kkUe(SXOLrMavuUCe(b't\x19d`\r\xae\x03W\x94I'), '\144' + '\145' + chr(99) + '\x6f' + chr(441 - 341) + '\x65')(chr(117) + chr(116) + chr(102) + '\055' + '\070')))) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'G\x14xs\r\xbe\x0fV\x80E\x16'), '\x64' + chr(9096 - 8995) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + '\x38')): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'G\x14xs\r\xbe\x0fV\x80E\x16\x11\xc0\x12\x8ei\x1b\x92\\'), chr(3606 - 3506) + chr(8897 - 8796) + chr(7830 - 7731) + chr(11481 - 11370) + chr(2123 - 2023) + '\145')(chr(117) + chr(116) + chr(0b1100110) + '\055' + chr(1580 - 1524)))(BzYtMg9_29md, bzRb0v_p_rjD, Alvsa0ue91Fo, xxyHYEPsHiBM, iEDT2eHAKfSK) Jwk4GcfLGi2l = LpLWshkzWryz(BzYtMg9_29md.orig_tag, iEDT2eHAKfSK, oVre8I6UXc3b._hyperparam_mutations) zNoyBccXJYxt = K1HK4TzxrUIX.reset_trial(Alvsa0ue91Fo, iEDT2eHAKfSK, Jwk4GcfLGi2l) if zNoyBccXJYxt: xafqLlk3kkUe(K1HK4TzxrUIX, xafqLlk3kkUe(SXOLrMavuUCe(b'j\x1dd`=\xaf\x05'), '\144' + '\145' + chr(0b1010110 + 0o15) + chr(0b1101000 + 0o7) + chr(6785 - 6685) + chr(0b1010001 + 0o24))(chr(117) + '\164' + '\x66' + chr(1340 - 1295) + '\x38'))(Alvsa0ue91Fo, xafqLlk3kkUe(rxowUmkdemfv, xafqLlk3kkUe(SXOLrMavuUCe(b'~\nxy\r\xb2\x02R\x83O\x05'), chr(100) + chr(0b1100101) + chr(1110 - 1011) + chr(10941 - 10830) + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(0b1100110) + '\055' + chr(56)))(xafqLlk3kkUe(bzRb0v_p_rjD, xafqLlk3kkUe(SXOLrMavuUCe(b't\x19d`\r\xbe\x08]\x85G\x01!\xc6\x12\xa5'), chr(100) + chr(3732 - 3631) + chr(2166 - 2067) + '\x6f' + '\144' + chr(101))(chr(117) + chr(116) + chr(0b11001 + 0o115) + chr(0b101101) + '\070')))) else: xafqLlk3kkUe(K1HK4TzxrUIX, xafqLlk3kkUe(SXOLrMavuUCe(b'k\x0cxd\r\xa9\x12Q\x87@'), chr(6850 - 6750) + chr(0b1011111 + 0o6) + chr(1576 - 1477) + chr(1584 - 1473) + chr(0b11100 + 0o110) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(2021 - 1976) + chr(0b101101 + 0o13)))(Alvsa0ue91Fo, stop_logger=ehT0Px3KOsy9('\060' + '\157' + chr(1025 - 977), ord("\x08"))) Alvsa0ue91Fo.jAj7S20Ct06o = iEDT2eHAKfSK Alvsa0ue91Fo.yXhJ85CUhxzl = Jwk4GcfLGi2l xafqLlk3kkUe(K1HK4TzxrUIX, xafqLlk3kkUe(SXOLrMavuUCe(b'k\x0cvf&\x82\x14J\x8fM\x1d'), chr(7289 - 7189) + chr(101) + '\143' + '\157' + chr(0b1100100) + '\145')(chr(0b11001 + 0o134) + chr(116) + chr(0b1100110) + chr(1027 - 982) + '\070'))(Alvsa0ue91Fo, xafqLlk3kkUe(rxowUmkdemfv, xafqLlk3kkUe(SXOLrMavuUCe(b'~\nxy\r\xb2\x02R\x83O\x05'), chr(0b1011 + 0o131) + '\x65' + chr(0b1100011) + chr(0b1101000 + 0o7) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b110 + 0o47) + chr(0b111 + 0o61)))(xafqLlk3kkUe(bzRb0v_p_rjD, xafqLlk3kkUe(SXOLrMavuUCe(b't\x19d`\r\xbe\x08]\x85G\x01!\xc6\x12\xa5'), chr(0b1100100) + chr(0b100110 + 0o77) + chr(99) + '\x6f' + chr(2876 - 2776) + chr(101))(chr(4945 - 4828) + chr(0b11100 + 0o130) + chr(5793 - 5691) + '\x2d' + chr(2035 - 1979))))) oVre8I6UXc3b.KbK8Jxn_jazS += ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2340 - 2291), 8) BzYtMg9_29md.LbdkrusOLBlJ = bzRb0v_p_rjD.LbdkrusOLBlJ
ray-project/ray
python/ray/tune/schedulers/pbt.py
PopulationBasedTraining._quantiles
def _quantiles(self): """Returns trials in the lower and upper `quantile` of the population. If there is not enough data to compute this, returns empty lists.""" trials = [] for trial, state in self._trial_state.items(): if state.last_score is not None and not trial.is_finished(): trials.append(trial) trials.sort(key=lambda t: self._trial_state[t].last_score) if len(trials) <= 1: return [], [] else: return (trials[:int(math.ceil(len(trials) * PBT_QUANTILE))], trials[int(math.floor(-len(trials) * PBT_QUANTILE)):])
python
def _quantiles(self): """Returns trials in the lower and upper `quantile` of the population. If there is not enough data to compute this, returns empty lists.""" trials = [] for trial, state in self._trial_state.items(): if state.last_score is not None and not trial.is_finished(): trials.append(trial) trials.sort(key=lambda t: self._trial_state[t].last_score) if len(trials) <= 1: return [], [] else: return (trials[:int(math.ceil(len(trials) * PBT_QUANTILE))], trials[int(math.floor(-len(trials) * PBT_QUANTILE)):])
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Returns trials in the lower and upper `quantile` of the population. If there is not enough data to compute this, returns empty lists.
[ "Returns", "trials", "in", "the", "lower", "and", "upper", "quantile", "of", "the", "population", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/schedulers/pbt.py#L299-L314
train
Returns trials in the lower and upper quantile of the population.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(303 - 255) + chr(111) + chr(51) + chr(0b110010) + chr(0b110000 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(48) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(868 - 815) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(360 - 310) + chr(0b100001 + 0o21) + chr(0b101001 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(5414 - 5303) + chr(51) + '\063' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100000 + 0o21) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4850 - 4739) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(110 - 62) + chr(8640 - 8529) + '\062' + chr(0b100001 + 0o20) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111001 + 0o66) + chr(2332 - 2281) + chr(50) + chr(55), 65329 - 65321), ehT0Px3KOsy9(chr(2041 - 1993) + chr(10640 - 10529) + chr(51) + chr(0b110110) + chr(0b1 + 0o61), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(0b101000 + 0o11) + '\060' + chr(0b1000 + 0o53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110100) + '\x33', 60254 - 60246), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + chr(0b110010) + chr(48) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + chr(1195 - 1143), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b11011 + 0o34) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(1444 - 1394) + '\063' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(2273 - 2225) + '\157' + chr(49) + '\x32' + chr(0b1010 + 0o50), 38550 - 38542), ehT0Px3KOsy9(chr(0b110000) + chr(11453 - 11342) + chr(1838 - 1789) + '\x34' + chr(0b1110 + 0o43), 47554 - 47546), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\066' + chr(0b110010), 35261 - 35253), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1145 - 1096) + '\x32' + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(3238 - 3127) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(54) + '\064', 65015 - 65007), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(0b101101 + 0o7) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b110010) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110010) + chr(1157 - 1103), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(2484 - 2433) + chr(0b10011 + 0o41) + chr(53), 29547 - 29539), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + chr(51) + chr(0b110001) + chr(982 - 932), 10021 - 10013), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(9725 - 9614) + chr(49) + '\061' + chr(54), 0o10), ehT0Px3KOsy9(chr(1918 - 1870) + chr(111) + chr(0b110001) + '\x36' + chr(1904 - 1855), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\067' + '\x33', 0o10), ehT0Px3KOsy9(chr(1588 - 1540) + '\157' + chr(53) + chr(48), 25781 - 25773), ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + chr(55) + chr(0b101000 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(233 - 182) + '\066' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b0 + 0o61) + '\066' + chr(0b1101 + 0o45), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b10100 + 0o42) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(50) + chr(2501 - 2448), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(437 - 385) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(5965 - 5854) + '\061' + chr(54) + '\x37', 9871 - 9863)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\x35' + chr(1239 - 1191), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa'), chr(0b1000101 + 0o37) + chr(0b10000 + 0o125) + '\x63' + chr(1554 - 1443) + '\144' + chr(0b1011111 + 0o6))(chr(117) + '\x74' + '\x66' + '\x2d' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def J87kjQQUJbMl(oVre8I6UXc3b): i1GKrIxxsZwp = [] for (Alvsa0ue91Fo, KKFQISrGeiAm) in xafqLlk3kkUe(oVre8I6UXc3b._trial_state, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a<\xd9u\xda\x858K\xe7\x84\xbaz'), chr(0b1100100) + chr(0b101011 + 0o72) + chr(99) + '\x6f' + '\x64' + chr(0b1011000 + 0o15))('\165' + chr(0b10110 + 0o136) + chr(6760 - 6658) + chr(45) + '\x38'))(): if xafqLlk3kkUe(KKFQISrGeiAm, xafqLlk3kkUe(SXOLrMavuUCe(b"\xb8'\xdcd\xcc\xachm\xf9\xb2"), chr(0b1100100) + chr(6432 - 6331) + chr(3717 - 3618) + chr(4697 - 4586) + chr(0b1100010 + 0o2) + '\145')(chr(117) + chr(116) + chr(102) + chr(45) + chr(0b11000 + 0o40))) is not None and (not xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd5\xf0v\xfa\xb1bq\xe3\xb2\x96'), '\x64' + chr(0b1100101) + chr(99) + '\157' + chr(3682 - 3582) + '\145')('\x75' + chr(8243 - 8127) + chr(102) + '\x2d' + '\x38'))()): xafqLlk3kkUe(i1GKrIxxsZwp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb56\xdfu\xfd\xbb'), '\144' + '\145' + '\143' + chr(111) + chr(100) + chr(5969 - 5868))('\165' + chr(116) + chr(102) + chr(0b101101 + 0o0) + chr(1885 - 1829)))(Alvsa0ue91Fo) xafqLlk3kkUe(i1GKrIxxsZwp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7)\xddd'), '\x64' + '\x65' + chr(0b100101 + 0o76) + '\x6f' + '\144' + chr(0b100100 + 0o101))(chr(117) + chr(0b1110100) + chr(102) + chr(45) + chr(56)))(key=lambda YeT3l7JgTbWR: xafqLlk3kkUe(oVre8I6UXc3b._trial_state[YeT3l7JgTbWR], xafqLlk3kkUe(SXOLrMavuUCe(b"\xb8'\xdcd\xcc\xachm\xf9\xb2"), '\x64' + chr(1561 - 1460) + chr(0b1100011) + chr(5560 - 5449) + chr(0b101110 + 0o66) + chr(101))(chr(117) + '\164' + '\x66' + '\x2d' + chr(0b1110 + 0o52)))) if c2A0yzQpDQB3(i1GKrIxxsZwp) <= ehT0Px3KOsy9(chr(48) + chr(9418 - 9307) + chr(0b110001), 14328 - 14320): return ([], []) else: return (i1GKrIxxsZwp[:ehT0Px3KOsy9(xafqLlk3kkUe(yhiZVkosCjBm, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7#\xc6|'), chr(100) + chr(0b101001 + 0o74) + chr(99) + chr(111) + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1011 + 0o133) + chr(45) + chr(1076 - 1020)))(c2A0yzQpDQB3(i1GKrIxxsZwp) * zaNbrtkS_tWD))], i1GKrIxxsZwp[ehT0Px3KOsy9(xafqLlk3kkUe(yhiZVkosCjBm, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2*\xc0\x7f\xe1'), '\x64' + '\145' + '\143' + chr(11150 - 11039) + chr(0b1100100) + chr(0b1100101))(chr(3886 - 3769) + chr(0b1000001 + 0o63) + chr(0b11 + 0o143) + '\x2d' + chr(56)))(-c2A0yzQpDQB3(i1GKrIxxsZwp) * zaNbrtkS_tWD)):])
ray-project/ray
python/ray/tune/schedulers/pbt.py
PopulationBasedTraining.choose_trial_to_run
def choose_trial_to_run(self, trial_runner): """Ensures all trials get fair share of time (as defined by time_attr). This enables the PBT scheduler to support a greater number of concurrent trials than can fit in the cluster at any given time. """ candidates = [] for trial in trial_runner.get_trials(): if trial.status in [Trial.PENDING, Trial.PAUSED] and \ trial_runner.has_resources(trial.resources): candidates.append(trial) candidates.sort( key=lambda trial: self._trial_state[trial].last_perturbation_time) return candidates[0] if candidates else None
python
def choose_trial_to_run(self, trial_runner): """Ensures all trials get fair share of time (as defined by time_attr). This enables the PBT scheduler to support a greater number of concurrent trials than can fit in the cluster at any given time. """ candidates = [] for trial in trial_runner.get_trials(): if trial.status in [Trial.PENDING, Trial.PAUSED] and \ trial_runner.has_resources(trial.resources): candidates.append(trial) candidates.sort( key=lambda trial: self._trial_state[trial].last_perturbation_time) return candidates[0] if candidates else None
[ "def", "choose_trial_to_run", "(", "self", ",", "trial_runner", ")", ":", "candidates", "=", "[", "]", "for", "trial", "in", "trial_runner", ".", "get_trials", "(", ")", ":", "if", "trial", ".", "status", "in", "[", "Trial", ".", "PENDING", ",", "Trial", ".", "PAUSED", "]", "and", "trial_runner", ".", "has_resources", "(", "trial", ".", "resources", ")", ":", "candidates", ".", "append", "(", "trial", ")", "candidates", ".", "sort", "(", "key", "=", "lambda", "trial", ":", "self", ".", "_trial_state", "[", "trial", "]", ".", "last_perturbation_time", ")", "return", "candidates", "[", "0", "]", "if", "candidates", "else", "None" ]
Ensures all trials get fair share of time (as defined by time_attr). This enables the PBT scheduler to support a greater number of concurrent trials than can fit in the cluster at any given time.
[ "Ensures", "all", "trials", "get", "fair", "share", "of", "time", "(", "as", "defined", "by", "time_attr", ")", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/schedulers/pbt.py#L316-L330
train
Returns the trial that is currently running.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + '\x31' + chr(0b110010) + chr(194 - 141), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10052 - 9941) + '\x32' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1822 - 1774) + '\x6f' + chr(49) + chr(0b110111) + chr(50), 21768 - 21760), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b101 + 0o152) + '\062' + chr(49) + '\x34', 5998 - 5990), ehT0Px3KOsy9(chr(48) + chr(11903 - 11792) + '\063' + '\063' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\x31' + chr(0b110111) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b11 + 0o56) + '\x30', 51988 - 51980), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(6363 - 6252) + '\x31' + '\065' + chr(0b101111 + 0o10), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + chr(0b10100 + 0o35) + chr(0b110011) + chr(0b110011), 4895 - 4887), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\060' + chr(2168 - 2118), 0o10), ehT0Px3KOsy9('\x30' + chr(444 - 333) + chr(2492 - 2440) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1192 - 1144) + chr(6287 - 6176) + chr(2034 - 1985) + chr(0b100000 + 0o24) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(50) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(51) + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\061' + chr(927 - 873), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101011 + 0o6) + '\x31' + chr(1326 - 1274), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + '\x32' + chr(0b101001 + 0o13) + chr(49), 25701 - 25693), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\061' + '\061' + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(963 - 912) + chr(2576 - 2523) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(5991 - 5880) + chr(0b100000 + 0o22) + chr(52) + chr(108 - 55), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(54) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(0b110111) + chr(1715 - 1663), 45934 - 45926), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\061' + chr(55) + chr(0b111 + 0o60), 34918 - 34910), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(554 - 504) + chr(54) + chr(365 - 313), 46161 - 46153), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(920 - 872) + chr(832 - 780), 0o10), ehT0Px3KOsy9('\060' + chr(11065 - 10954) + chr(0b110010 + 0o0) + chr(454 - 405) + chr(1109 - 1055), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b101011 + 0o5) + '\063', 48934 - 48926), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x35' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100110 + 0o13) + chr(1093 - 1042) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(148 - 97) + chr(1680 - 1632) + '\x32', 49515 - 49507), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b101111 + 0o4) + chr(55), 2580 - 2572), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o25) + chr(2013 - 1964) + '\x36', 8), ehT0Px3KOsy9(chr(555 - 507) + '\157' + chr(51) + chr(55) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1422 - 1372) + '\060' + chr(2700 - 2648), ord("\x08")), ehT0Px3KOsy9('\060' + chr(370 - 259) + '\x32' + chr(54) + chr(2230 - 2179), 0o10), ehT0Px3KOsy9(chr(1773 - 1725) + chr(111) + '\063' + chr(54), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1698 - 1650) + chr(0b1101111) + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), '\144' + '\x65' + chr(8302 - 8203) + chr(111) + chr(0b1101 + 0o127) + chr(0b1100101))(chr(117) + chr(116) + chr(102) + '\055' + chr(0b10001 + 0o47)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PbPy5ys7QXbv(oVre8I6UXc3b, gcqmiCQ3I2cE): rVMkTcEfqM4b = [] for Alvsa0ue91Fo in xafqLlk3kkUe(gcqmiCQ3I2cE, xafqLlk3kkUe(SXOLrMavuUCe(b'2v\x0e\xd3\xac\x0f!\x0e7\xf1'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + '\144' + chr(0b1100001 + 0o4))('\x75' + chr(0b1010010 + 0o42) + '\x66' + chr(746 - 701) + chr(0b101001 + 0o17)))(): if xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'#Q\t\xc1\x8f5|\x08\x1a\xc7A\x1e'), chr(0b1100100) + chr(101) + chr(6874 - 6775) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(1046 - 929) + chr(1207 - 1091) + '\x66' + chr(0b10000 + 0o35) + chr(0b111000))) in [xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05V4\xc8\x913\x0f'), chr(9922 - 9822) + chr(0b11100 + 0o111) + chr(99) + chr(111) + chr(100) + chr(0b1011100 + 0o11))('\165' + chr(116) + chr(102) + '\055' + chr(0b111000))), xafqLlk3kkUe(bKgNCjeVNupv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05R/\xdf\x9d9'), '\x64' + chr(101) + chr(4339 - 4240) + chr(111) + chr(100) + '\145')('\165' + chr(0b100111 + 0o115) + chr(102) + chr(0b101101) + chr(56)))] and xafqLlk3kkUe(gcqmiCQ3I2cE, xafqLlk3kkUe(SXOLrMavuUCe(b'=r\t\xd3\xaa\x18;\x00.\xf0D\x02\xa5'), '\144' + chr(0b1010101 + 0o20) + chr(0b1100011) + '\x6f' + chr(0b110011 + 0o61) + chr(7861 - 7760))(chr(0b1100000 + 0o25) + '\x74' + chr(102) + chr(1241 - 1196) + '\070'))(xafqLlk3kkUe(Alvsa0ue91Fo, xafqLlk3kkUe(SXOLrMavuUCe(b'/\'"\xff\xe1% +9\xe5\x17W'), chr(0b1011 + 0o131) + chr(0b1100101) + chr(99) + '\157' + chr(7680 - 7580) + '\x65')('\x75' + chr(0b1110100) + '\146' + chr(45) + chr(56)))): xafqLlk3kkUe(rVMkTcEfqM4b, xafqLlk3kkUe(SXOLrMavuUCe(b'4c\n\xe9\xb6\x19'), chr(7879 - 7779) + chr(0b1010 + 0o133) + '\143' + chr(0b110111 + 0o70) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b110111 + 0o75) + chr(8233 - 8131) + chr(45) + chr(0b100111 + 0o21)))(Alvsa0ue91Fo) xafqLlk3kkUe(rVMkTcEfqM4b, xafqLlk3kkUe(SXOLrMavuUCe(b'&|\x08\xf8'), chr(0b11011 + 0o111) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b100110 + 0o76) + chr(0b1001111 + 0o26))('\165' + chr(0b101110 + 0o106) + chr(0b1100110) + '\x2d' + chr(0b111000)))(key=lambda Alvsa0ue91Fo: xafqLlk3kkUe(oVre8I6UXc3b._trial_state[Alvsa0ue91Fo], xafqLlk3kkUe(SXOLrMavuUCe(b'\x19q\x1e\xe7\xaa\x08; \x17\xc0K-'), '\x64' + chr(0b1010111 + 0o16) + chr(99) + chr(0b1101111) + chr(0b1011000 + 0o14) + '\145')(chr(0b100101 + 0o120) + chr(5360 - 5244) + chr(0b1100110) + chr(0b11010 + 0o23) + chr(0b111000)))) return rVMkTcEfqM4b[ehT0Px3KOsy9(chr(1541 - 1493) + '\x6f' + chr(377 - 329), 65192 - 65184)] if rVMkTcEfqM4b else None
ray-project/ray
python/ray/autoscaler/aws/config.py
key_pair
def key_pair(i, region): """Returns the ith default (aws_key_pair_name, key_pair_path).""" if i == 0: return ("{}_{}".format(RAY, region), os.path.expanduser("~/.ssh/{}_{}.pem".format(RAY, region))) return ("{}_{}_{}".format(RAY, i, region), os.path.expanduser("~/.ssh/{}_{}_{}.pem".format(RAY, i, region)))
python
def key_pair(i, region): """Returns the ith default (aws_key_pair_name, key_pair_path).""" if i == 0: return ("{}_{}".format(RAY, region), os.path.expanduser("~/.ssh/{}_{}.pem".format(RAY, region))) return ("{}_{}_{}".format(RAY, i, region), os.path.expanduser("~/.ssh/{}_{}_{}.pem".format(RAY, i, region)))
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Returns the ith default (aws_key_pair_name, key_pair_path).
[ "Returns", "the", "ith", "default", "(", "aws_key_pair_name", "key_pair_path", ")", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/autoscaler/aws/config.py#L28-L34
train
Returns the ith default key pair name and path.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(3312 - 3201) + chr(0b110010) + '\x34' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(517 - 469) + chr(111) + '\061' + chr(50) + chr(0b110000), 13904 - 13896), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(7224 - 7113) + chr(49) + chr(0b110000) + chr(0b101110 + 0o5), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(1591 - 1480) + chr(51) + '\061' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(761 - 713) + chr(585 - 474) + chr(0b110110) + chr(0b101111 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + '\064' + chr(0b101010 + 0o13), 18247 - 18239), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o53) + chr(444 - 391) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x37' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b1100 + 0o52) + '\x30', 27862 - 27854), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + chr(0b11010 + 0o26), 0b1000), ehT0Px3KOsy9('\x30' + chr(3929 - 3818) + chr(1551 - 1501), 0o10), ehT0Px3KOsy9('\060' + chr(0b10100 + 0o133) + chr(0b100111 + 0o12) + '\061' + chr(49), 23585 - 23577), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1662 - 1611) + '\x36' + '\064', 2328 - 2320), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b100111 + 0o13) + chr(49) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + '\063', 44625 - 44617), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(50) + chr(0b101 + 0o60) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(3284 - 3173) + '\x31' + chr(55), 0o10), ehT0Px3KOsy9(chr(1417 - 1369) + '\157' + chr(51) + '\061' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(442 - 394) + '\157' + chr(0b110010) + chr(0b101 + 0o56) + '\x36', 51773 - 51765), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\060' + chr(0b10111 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011011 + 0o24) + '\x33' + '\x33' + chr(963 - 911), 41255 - 41247), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(2264 - 2216) + '\060', 0b1000), ehT0Px3KOsy9(chr(76 - 28) + '\157' + '\x31' + '\061' + '\x32', 34229 - 34221), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(50) + chr(1954 - 1902), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3384 - 3273) + '\061' + chr(0b101011 + 0o7) + chr(0b1110 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(225 - 177) + '\x6f' + '\061' + chr(0b110011) + '\061', 55507 - 55499), ehT0Px3KOsy9(chr(732 - 684) + chr(840 - 729) + '\062' + '\x35' + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\062' + chr(893 - 838), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\063' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b110000) + '\063', 8), ehT0Px3KOsy9(chr(0b110000) + chr(10415 - 10304) + chr(0b10100 + 0o35) + chr(378 - 329) + chr(54), 0b1000), ehT0Px3KOsy9(chr(1549 - 1501) + chr(0b1101111) + chr(620 - 570) + chr(55) + '\062', 6562 - 6554), ehT0Px3KOsy9('\x30' + chr(10966 - 10855) + '\062' + chr(394 - 341) + chr(54), 0b1000), ehT0Px3KOsy9(chr(2282 - 2234) + chr(0b1101111) + chr(0b100010 + 0o21) + '\067' + chr(0b111 + 0o57), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + chr(51), 0b1000), ehT0Px3KOsy9(chr(2142 - 2094) + chr(111) + chr(1567 - 1516) + chr(0b110100) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b10100 + 0o36) + '\x34', 28471 - 28463), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1100100 + 0o13) + '\061' + chr(53) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(52) + chr(0b11011 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b10001 + 0o41) + '\x35', 44084 - 44076)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11 + 0o62) + chr(1563 - 1515), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x88'), chr(100) + '\145' + chr(99) + '\x6f' + chr(4161 - 4061) + chr(9660 - 9559))(chr(117) + chr(0b1110100) + chr(102) + chr(1785 - 1740) + chr(0b1111 + 0o51)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def TLGRrxdkwSNG(WVxHKyX45z_L, bgxypzqGSFYT): if WVxHKyX45z_L == ehT0Px3KOsy9('\060' + '\157' + chr(1436 - 1388), 0b1000): return (xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd-\x1c\xb0M'), '\144' + chr(8561 - 8460) + chr(0b1100011) + '\157' + chr(100) + chr(0b1100101))(chr(0b1001 + 0o154) + '\x74' + '\146' + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0d1\xa4x\x84\xbe\r\xa0Xg#'), chr(100) + chr(0b101011 + 0o72) + '\x63' + chr(0b1001100 + 0o43) + chr(100) + chr(101))('\165' + chr(5237 - 5121) + '\x66' + chr(0b10 + 0o53) + '\x38'))(zXPgON0peEf2, bgxypzqGSFYT), xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3(3\xaa^\x81\x98M\x95Z'), '\x64' + '\145' + chr(0b1100011) + chr(111) + '\x64' + '\145')(chr(0b1110101) + chr(0b1000010 + 0o62) + '\x66' + chr(0b100100 + 0o11) + chr(0b100011 + 0o25)))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x7fm\xb8C\x8d\xc2E\x8dwy4\xda\xff^\xc5'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(3680 - 3578) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0d1\xa4x\x84\xbe\r\xa0Xg#'), chr(0b11000 + 0o114) + chr(0b1100101) + chr(8977 - 8878) + chr(111) + chr(0b1100100) + chr(101))('\165' + chr(116) + chr(102) + '\x2d' + chr(0b111000)))(zXPgON0peEf2, bgxypzqGSFYT))) return (xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd-\x1c\xb0M\xba\x96C'), '\144' + chr(101) + chr(0b11101 + 0o106) + chr(111) + '\x64' + chr(101))(chr(7231 - 7114) + chr(116) + '\x66' + chr(1354 - 1309) + chr(0b1000 + 0o60)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0d1\xa4x\x84\xbe\r\xa0Xg#'), chr(0b101 + 0o137) + chr(0b1011110 + 0o7) + '\x63' + chr(0b1101111) + chr(0b1100100 + 0o0) + chr(760 - 659))(chr(117) + chr(116) + chr(102) + chr(0b101000 + 0o5) + chr(56)))(zXPgON0peEf2, WVxHKyX45z_L, bgxypzqGSFYT), xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3(3\xaa^\x81\x98M\x95Z'), chr(100) + chr(0b1100101) + chr(0b1000 + 0o133) + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + '\164' + '\x66' + chr(0b101101) + '\070'))(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x7fm\xb8C\x8d\xc2E\x8dwy4\xab\xf4F\x86\x7f\xa9\xf3'), chr(0b11111 + 0o105) + chr(101) + chr(99) + '\x6f' + '\144' + '\145')(chr(0b1110101) + '\164' + chr(102) + chr(0b11100 + 0o21) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0d1\xa4x\x84\xbe\r\xa0Xg#'), chr(7142 - 7042) + '\x65' + chr(99) + chr(0b1101111) + '\144' + '\x65')(chr(0b10001 + 0o144) + '\164' + chr(0b111111 + 0o47) + '\x2d' + '\x38'))(zXPgON0peEf2, WVxHKyX45z_L, bgxypzqGSFYT)))
ray-project/ray
python/ray/rllib/models/fcnet.py
FullyConnectedNetwork._build_layers
def _build_layers(self, inputs, num_outputs, options): """Process the flattened inputs. Note that dict inputs will be flattened into a vector. To define a model that processes the components separately, use _build_layers_v2(). """ hiddens = options.get("fcnet_hiddens") activation = get_activation_fn(options.get("fcnet_activation")) with tf.name_scope("fc_net"): i = 1 last_layer = inputs for size in hiddens: label = "fc{}".format(i) last_layer = slim.fully_connected( last_layer, size, weights_initializer=normc_initializer(1.0), activation_fn=activation, scope=label) i += 1 label = "fc_out" output = slim.fully_connected( last_layer, num_outputs, weights_initializer=normc_initializer(0.01), activation_fn=None, scope=label) return output, last_layer
python
def _build_layers(self, inputs, num_outputs, options): """Process the flattened inputs. Note that dict inputs will be flattened into a vector. To define a model that processes the components separately, use _build_layers_v2(). """ hiddens = options.get("fcnet_hiddens") activation = get_activation_fn(options.get("fcnet_activation")) with tf.name_scope("fc_net"): i = 1 last_layer = inputs for size in hiddens: label = "fc{}".format(i) last_layer = slim.fully_connected( last_layer, size, weights_initializer=normc_initializer(1.0), activation_fn=activation, scope=label) i += 1 label = "fc_out" output = slim.fully_connected( last_layer, num_outputs, weights_initializer=normc_initializer(0.01), activation_fn=None, scope=label) return output, last_layer
[ "def", "_build_layers", "(", "self", ",", "inputs", ",", "num_outputs", ",", "options", ")", ":", "hiddens", "=", "options", ".", "get", "(", "\"fcnet_hiddens\"", ")", "activation", "=", "get_activation_fn", "(", "options", ".", "get", "(", "\"fcnet_activation\"", ")", ")", "with", "tf", ".", "name_scope", "(", "\"fc_net\"", ")", ":", "i", "=", "1", "last_layer", "=", "inputs", "for", "size", "in", "hiddens", ":", "label", "=", "\"fc{}\"", ".", "format", "(", "i", ")", "last_layer", "=", "slim", ".", "fully_connected", "(", "last_layer", ",", "size", ",", "weights_initializer", "=", "normc_initializer", "(", "1.0", ")", ",", "activation_fn", "=", "activation", ",", "scope", "=", "label", ")", "i", "+=", "1", "label", "=", "\"fc_out\"", "output", "=", "slim", ".", "fully_connected", "(", "last_layer", ",", "num_outputs", ",", "weights_initializer", "=", "normc_initializer", "(", "0.01", ")", ",", "activation_fn", "=", "None", ",", "scope", "=", "label", ")", "return", "output", ",", "last_layer" ]
Process the flattened inputs. Note that dict inputs will be flattened into a vector. To define a model that processes the components separately, use _build_layers_v2().
[ "Process", "the", "flattened", "inputs", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/models/fcnet.py#L17-L46
train
Builds the list of layers for the given dict inputs.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(50) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(191 - 143) + chr(0b1101111) + chr(2262 - 2211) + chr(0b110011) + chr(0b110001), 56071 - 56063), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\061' + chr(1555 - 1501), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(0b100001 + 0o20) + chr(0b110011) + chr(1203 - 1154), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(0b1101 + 0o45) + chr(0b110000) + chr(0b11100 + 0o33), 5999 - 5991), ehT0Px3KOsy9('\x30' + chr(173 - 62) + '\x32' + chr(0b11101 + 0o32) + chr(1620 - 1565), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o3) + chr(48) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b111 + 0o150) + '\x37' + '\065', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b11000 + 0o37) + '\x36', 35438 - 35430), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010 + 0o5) + '\060', 58305 - 58297), ehT0Px3KOsy9(chr(1250 - 1202) + chr(10293 - 10182) + chr(0b110010) + '\060' + chr(0b10 + 0o62), 25357 - 25349), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1100111 + 0o10) + '\x31' + '\060' + chr(212 - 163), 16522 - 16514), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b11111 + 0o27) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b110010) + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(0b110010) + chr(52) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\062' + chr(49) + chr(0b110011), 43347 - 43339), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(6202 - 6091) + '\063' + chr(50) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(10291 - 10180) + chr(0b1 + 0o60) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1766 - 1718) + chr(111) + chr(51) + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(2617 - 2565) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\067' + '\060', 19140 - 19132), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(53) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\x33' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(53) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\x37' + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(752 - 641) + chr(0b101000 + 0o13) + chr(0b11111 + 0o21) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + '\x33' + '\x33' + chr(0b101011 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(270 - 222) + chr(4899 - 4788) + chr(49) + chr(2750 - 2696) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b100111 + 0o110) + '\064' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(0b11100 + 0o25) + chr(1990 - 1936) + chr(52), 54931 - 54923), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\066' + chr(0b100101 + 0o15), 8), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\064' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o13) + chr(0b110110) + chr(1655 - 1606), 53138 - 53130), ehT0Px3KOsy9(chr(0b110000) + chr(7860 - 7749) + chr(51) + '\x34' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2627 - 2516) + chr(0b110101) + chr(0b1000 + 0o52), 46490 - 46482), ehT0Px3KOsy9(chr(48) + chr(7324 - 7213) + '\x32' + chr(1458 - 1405) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110110) + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b101001 + 0o12) + '\x37' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + '\x31' + chr(0b100100 + 0o16) + '\x32', 42034 - 42026), ehT0Px3KOsy9(chr(778 - 730) + chr(0b1101111) + '\x33' + chr(53) + chr(0b101000 + 0o17), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1204 - 1156) + '\x6f' + chr(0b1011 + 0o52) + chr(0b11110 + 0o22), 55829 - 55821)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb'), chr(0b1100100) + chr(0b111110 + 0o47) + chr(99) + '\157' + chr(0b1100100) + chr(5904 - 5803))('\165' + chr(11055 - 10939) + '\146' + chr(776 - 731) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def qPFBTUpjZazI(oVre8I6UXc3b, vXoupepMtCXU, YzOh4ZueGp_Q, vvlcdVOK7clu): PTZ9lVdTlIQ7 = vvlcdVOK7clu.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xba <\xf3\xe0-T\x1a\\\xe1/\x00'), chr(9228 - 9128) + chr(101) + '\143' + '\157' + chr(100) + chr(101))(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(0b101001 + 0o17))) _GyOifGFZyk1 = L6FMxuT8fnXm(vvlcdVOK7clu.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xba <\xf3\xe0$^\nQ\xf2 \x07\xf0\xcf\xe5'), '\144' + '\145' + chr(5494 - 5395) + chr(111) + chr(7988 - 7888) + chr(0b100111 + 0o76))(chr(3634 - 3517) + chr(0b1000110 + 0o56) + '\x66' + '\x2d' + chr(0b1110 + 0o52)))) with xafqLlk3kkUe(IDJ2eXGCBCDu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\xb8#<\xd8\xcc&R\x0e]'), chr(100) + '\145' + chr(0b1100011) + chr(111) + '\x64' + chr(6020 - 5919))(chr(0b1110101) + '\164' + chr(7751 - 7649) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xba\x117\xe2\xcb'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + chr(0b1000110 + 0o36) + '\x65')(chr(0b1110101) + chr(0b111000 + 0o74) + '\146' + chr(0b100110 + 0o7) + chr(2197 - 2141))): WVxHKyX45z_L = ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1100 + 0o45), 0o10) KjHpbo_Sq9J3 = vXoupepMtCXU for NLcc3BCJnQka in PTZ9lVdTlIQ7: TRUOLFLuD08x = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xba5$'), chr(100) + chr(0b1100101) + '\143' + chr(111) + '\x64' + chr(3273 - 3172))(chr(11396 - 11279) + chr(0b1110100) + '\146' + '\x2d' + chr(56)).V4roHaS3Ppej(WVxHKyX45z_L) KjHpbo_Sq9J3 = F2vh0VQFKrSF.fully_connected(KjHpbo_Sq9J3, NLcc3BCJnQka, weights_initializer=lsTwh1wTwNlw(1.0), activation_fn=_GyOifGFZyk1, scope=TRUOLFLuD08x) WVxHKyX45z_L += ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10100 + 0o35), 8) TRUOLFLuD08x = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xba\x116\xf2\xcb'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b10101 + 0o132) + chr(0b1011101 + 0o7) + chr(0b1101 + 0o130))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)) e1jVqMSBZ01Y = F2vh0VQFKrSF.fully_connected(KjHpbo_Sq9J3, YzOh4ZueGp_Q, weights_initializer=lsTwh1wTwNlw(0.01), activation_fn=None, scope=TRUOLFLuD08x) return (e1jVqMSBZ01Y, KjHpbo_Sq9J3)
ray-project/ray
python/ray/rllib/agents/trainer.py
with_base_config
def with_base_config(base_config, extra_config): """Returns the given config dict merged with a base agent conf.""" config = copy.deepcopy(base_config) config.update(extra_config) return config
python
def with_base_config(base_config, extra_config): """Returns the given config dict merged with a base agent conf.""" config = copy.deepcopy(base_config) config.update(extra_config) return config
[ "def", "with_base_config", "(", "base_config", ",", "extra_config", ")", ":", "config", "=", "copy", ".", "deepcopy", "(", "base_config", ")", "config", ".", "update", "(", "extra_config", ")", "return", "config" ]
Returns the given config dict merged with a base agent conf.
[ "Returns", "the", "given", "config", "dict", "merged", "with", "a", "base", "agent", "conf", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/trainer.py#L241-L246
train
Returns the given config dict merged with a base agent conf.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1488 - 1440) + chr(111) + '\x37' + chr(314 - 261), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11010 + 0o27) + chr(2458 - 2404) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(477 - 422), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(2331 - 2282) + chr(1392 - 1341) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(628 - 580) + '\157' + chr(50) + chr(49), 38653 - 38645), ehT0Px3KOsy9(chr(340 - 292) + '\x6f' + chr(0b110011) + chr(1567 - 1516) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7132 - 7021) + chr(51) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1347 - 1299) + '\x6f' + chr(51) + '\x37' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(0b110110), 33617 - 33609), ehT0Px3KOsy9(chr(732 - 684) + chr(12184 - 12073) + '\x34' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1928 - 1880) + '\157' + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1883 - 1835) + '\x6f' + chr(0b1111 + 0o44) + chr(49) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(4581 - 4470) + '\x36' + chr(0b110100), 46604 - 46596), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b11110 + 0o30) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101101 + 0o2) + chr(1263 - 1214) + '\065' + '\x32', 0b1000), ehT0Px3KOsy9(chr(1437 - 1389) + chr(8124 - 8013) + chr(0b110010) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(2866 - 2755) + '\x36' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(50) + chr(2059 - 2006) + chr(0b1100 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1000000 + 0o57) + '\x31' + chr(54) + chr(599 - 549), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2549 - 2494), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x35' + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(2375 - 2326) + chr(0b100000 + 0o25), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(688 - 637) + '\x36' + '\062', 49009 - 49001), ehT0Px3KOsy9(chr(48) + chr(3191 - 3080) + chr(50) + chr(48) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101101 + 0o5) + chr(0b110111) + '\065', 628 - 620), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(1729 - 1681) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1110 + 0o45) + chr(0b10101 + 0o42) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(6543 - 6432) + '\x31' + chr(292 - 243) + chr(2222 - 2169), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110010) + chr(1974 - 1920) + chr(0b101000 + 0o14), 11941 - 11933), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + chr(50) + chr(0b110000 + 0o4) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1576 - 1525) + '\x34' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1843 - 1795) + '\157' + chr(49) + chr(53) + chr(0b10101 + 0o33), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1322 - 1271) + chr(0b110110) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110111) + '\x36', 8), ehT0Px3KOsy9(chr(2041 - 1993) + '\x6f' + '\067' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5101 - 4990) + chr(0b110010) + chr(0b101001 + 0o16) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(2109 - 2061) + chr(9987 - 9876) + '\062' + '\063' + chr(0b101100 + 0o10), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(707 - 659) + chr(0b1011110 + 0o21) + '\x35' + chr(1260 - 1212), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), chr(100) + chr(0b1100101) + chr(0b1001101 + 0o26) + chr(0b1101111) + chr(100) + '\145')(chr(117) + chr(116) + chr(102) + chr(515 - 470) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def o5zMU4EvIXrp(KdwscJjdDXWC, CztbkB2leJ3c): jAj7S20Ct06o = igThHS4jwVsa.deepcopy(KdwscJjdDXWC) xafqLlk3kkUe(jAj7S20Ct06o, xafqLlk3kkUe(SXOLrMavuUCe(b'g\x04oB2_\x92u\x83\n@\x1a'), '\x64' + '\145' + chr(99) + '\157' + chr(0b1100011 + 0o1) + chr(1391 - 1290))(chr(117) + '\x74' + '\146' + chr(0b1111 + 0o36) + '\070'))(CztbkB2leJ3c) return jAj7S20Ct06o
ray-project/ray
python/ray/rllib/agents/registry.py
get_agent_class
def get_agent_class(alg): """Returns the class of a known agent given its name.""" try: return _get_agent_class(alg) except ImportError: from ray.rllib.agents.mock import _agent_import_failed return _agent_import_failed(traceback.format_exc())
python
def get_agent_class(alg): """Returns the class of a known agent given its name.""" try: return _get_agent_class(alg) except ImportError: from ray.rllib.agents.mock import _agent_import_failed return _agent_import_failed(traceback.format_exc())
[ "def", "get_agent_class", "(", "alg", ")", ":", "try", ":", "return", "_get_agent_class", "(", "alg", ")", "except", "ImportError", ":", "from", "ray", ".", "rllib", ".", "agents", ".", "mock", "import", "_agent_import_failed", "return", "_agent_import_failed", "(", "traceback", ".", "format_exc", "(", ")", ")" ]
Returns the class of a known agent given its name.
[ "Returns", "the", "class", "of", "a", "known", "agent", "given", "its", "name", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/agents/registry.py#L112-L119
train
Returns the class of a known agent given its name.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\061' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(892 - 839) + chr(1500 - 1445), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b111011 + 0o64) + '\065' + chr(2122 - 2068), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(97 - 46) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7302 - 7191) + chr(51) + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1248 - 1197) + chr(50) + chr(0b10000 + 0o47), 37710 - 37702), ehT0Px3KOsy9(chr(48) + chr(0b110011 + 0o74) + chr(0b110001) + '\061' + chr(1038 - 987), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(0b110101) + chr(48), 55248 - 55240), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b111000 + 0o67) + '\062' + chr(0b110001) + '\x32', 14747 - 14739), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(759 - 711) + chr(52), 43363 - 43355), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + chr(2120 - 2065) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x37' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(1728 - 1617) + chr(50) + '\066' + chr(658 - 609), ord("\x08")), ehT0Px3KOsy9(chr(754 - 706) + chr(111) + chr(0b110111) + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(517 - 463) + chr(0b1110 + 0o44), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(0b110001) + '\x30' + chr(0b11110 + 0o22), 49451 - 49443), ehT0Px3KOsy9('\x30' + chr(9024 - 8913) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(842 - 794) + chr(0b1101111) + '\x31' + chr(0b111 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\x31' + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1001 + 0o50) + chr(0b10111 + 0o34) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\067' + chr(903 - 853), 0o10), ehT0Px3KOsy9(chr(164 - 116) + chr(8715 - 8604) + chr(0b110001 + 0o2) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(473 - 425) + chr(9509 - 9398) + chr(2443 - 2392) + chr(0b110111) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(520 - 471) + chr(51) + '\x35', 27583 - 27575), ehT0Px3KOsy9('\060' + '\157' + chr(1413 - 1363) + chr(0b100011 + 0o17) + chr(99 - 49), 65514 - 65506), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(0b101110 + 0o4) + chr(0b110010) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(10639 - 10528) + chr(0b110011) + '\063' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x34' + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\061' + chr(0b11100 + 0o30), 49407 - 49399), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\066' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\x34' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\x33' + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(49) + '\066' + chr(50), 5054 - 5046), ehT0Px3KOsy9(chr(1235 - 1187) + chr(111) + '\x33' + chr(1841 - 1789) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(418 - 368) + chr(0b110110) + chr(309 - 254), ord("\x08")), ehT0Px3KOsy9(chr(818 - 770) + chr(0b1001111 + 0o40) + '\063' + chr(0b110101) + chr(1581 - 1532), 57306 - 57298), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\067' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x31' + chr(1322 - 1273), ord("\x08")), ehT0Px3KOsy9(chr(225 - 177) + chr(111) + chr(563 - 514) + chr(50) + '\066', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(5253 - 5142) + chr(2697 - 2644) + chr(0b10001 + 0o37), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'H'), chr(100) + chr(0b1100101) + chr(99) + chr(0b10111 + 0o130) + chr(4710 - 4610) + chr(3863 - 3762))(chr(0b1110101) + '\164' + chr(0b1111 + 0o127) + chr(1896 - 1851) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def HlqXrLo3RkNg(L9QGjJ75NQQq): try: return d1AgZ7sBMmKa(L9QGjJ75NQQq) except yROw0HWBk0Qc: (TGF9LP1k6UZI,) = (xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xae\xd6\x00i\x8c\xbb"J\xa4%]Y\xdfH\x81nkb50'), chr(0b1100100) + chr(0b11000 + 0o115) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + chr(995 - 939)), xafqLlk3kkUe(SXOLrMavuUCe(b'9\xae\xc8Ku\x94\x88"E\xfa+HH\xeeZ\x93)jh2'), chr(0b1100100) + chr(0b1011000 + 0o15) + chr(99) + chr(0b11 + 0o154) + chr(0b1010010 + 0o22) + '\x65')(chr(117) + chr(0b110 + 0o156) + chr(0b1100110) + '\x2d' + chr(1338 - 1282))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xa3\xc3Gy'), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + '\144' + '\145')('\165' + '\164' + chr(102) + '\x2d' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\xa8\xca@o\x93'), chr(6134 - 6034) + chr(0b110000 + 0o65) + '\x63' + chr(0b111101 + 0o62) + chr(100) + chr(7028 - 6927))(chr(0b1000101 + 0o60) + chr(4066 - 3950) + '\146' + chr(1177 - 1132) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xa0\xccE'), chr(1082 - 982) + chr(4553 - 4452) + chr(99) + chr(0b1101101 + 0o2) + '\x64' + '\145')(chr(0b1101110 + 0o7) + '\164' + chr(6244 - 6142) + '\055' + chr(1802 - 1746))), xafqLlk3kkUe(SXOLrMavuUCe(b'9\xae\xc8Ku\x94\x88"E\xfa+HH\xeeZ\x93)jh2'), chr(0b100111 + 0o75) + chr(956 - 855) + chr(0b1100011) + '\x6f' + '\x64' + '\145')(chr(3364 - 3247) + chr(116) + '\146' + chr(503 - 458) + chr(56))),) return TGF9LP1k6UZI(xafqLlk3kkUe(CiXxQDnt84wa, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\xa0\xddCz\x94\x88.P\xe9'), chr(1449 - 1349) + chr(101) + '\x63' + chr(0b101111 + 0o100) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1110 + 0o130) + chr(45) + chr(56)))())
ray-project/ray
python/ray/reporter.py
determine_ip_address
def determine_ip_address(): """Return the first IP address for an ethernet interface on the system.""" addrs = [ x.address for k, v in psutil.net_if_addrs().items() if k[0] == "e" for x in v if x.family == AddressFamily.AF_INET ] return addrs[0]
python
def determine_ip_address(): """Return the first IP address for an ethernet interface on the system.""" addrs = [ x.address for k, v in psutil.net_if_addrs().items() if k[0] == "e" for x in v if x.family == AddressFamily.AF_INET ] return addrs[0]
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Return the first IP address for an ethernet interface on the system.
[ "Return", "the", "first", "IP", "address", "for", "an", "ethernet", "interface", "on", "the", "system", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/reporter.py#L61-L67
train
Return the first IP address for an ethernet interface on the system.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1110 - 1062) + '\157' + '\063' + chr(2110 - 2056) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(469 - 419) + chr(2306 - 2254), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x36' + chr(0b100001 + 0o25), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\066' + chr(0b101101 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + '\x32' + '\x35' + chr(515 - 460), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b110001) + chr(1217 - 1164) + '\063', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1001000 + 0o47) + chr(55) + chr(1234 - 1182), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o30) + chr(0b110000 + 0o0) + chr(0b101110 + 0o6), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101101 + 0o6) + chr(532 - 479) + chr(1762 - 1709), 0o10), ehT0Px3KOsy9(chr(48) + chr(1970 - 1859) + chr(0b11 + 0o56) + chr(55) + '\x32', 10656 - 10648), ehT0Px3KOsy9('\x30' + chr(111) + chr(1554 - 1504) + chr(53 - 3) + chr(0b1100 + 0o51), 0o10), ehT0Px3KOsy9('\x30' + chr(2295 - 2184) + chr(697 - 648) + chr(0b11111 + 0o24) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(55) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1685 - 1637) + chr(0b11111 + 0o120) + '\062' + chr(0b11 + 0o57) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x36' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101010 + 0o11) + chr(0b11001 + 0o27) + chr(1472 - 1417), 61939 - 61931), ehT0Px3KOsy9(chr(0b110000) + chr(12134 - 12023) + '\061' + chr(48) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1189 - 1141) + chr(111) + '\061' + '\063' + '\065', 56084 - 56076), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(51) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(2123 - 2075) + chr(0b111100 + 0o63) + chr(49) + '\x34' + chr(1390 - 1339), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(1526 - 1473) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b110011) + chr(0b11101 + 0o30) + chr(1223 - 1175), 33525 - 33517), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100011 + 0o17) + chr(1098 - 1047) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(54) + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(802 - 752) + chr(0b100111 + 0o15) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + '\063' + chr(0b110011) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1001 + 0o146) + '\x32' + chr(951 - 897) + chr(2529 - 2476), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x34' + chr(0b101011 + 0o7), 52294 - 52286), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b10011 + 0o36) + chr(50) + '\x30', 0b1000), ehT0Px3KOsy9(chr(2120 - 2072) + '\x6f' + '\x33' + '\x33' + chr(0b101 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110110) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(0b101100 + 0o6) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b111 + 0o51) + chr(0b11111 + 0o22), 0o10), ehT0Px3KOsy9(chr(1657 - 1609) + chr(0b1100101 + 0o12) + chr(0b10011 + 0o37) + '\063' + chr(54), 8), ehT0Px3KOsy9(chr(1006 - 958) + chr(0b1101111) + chr(0b110011) + chr(0b110001) + '\x35', 52774 - 52766), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + '\x34', 8), ehT0Px3KOsy9(chr(860 - 812) + chr(0b1101111) + chr(51) + chr(1741 - 1693) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11100 + 0o26) + chr(1921 - 1871) + chr(2354 - 2299), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\064' + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11101 + 0o30) + chr(48), 46993 - 46985)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xde'), chr(1482 - 1382) + chr(4031 - 3930) + chr(99) + chr(111) + '\144' + chr(101))(chr(117) + chr(0b1110 + 0o146) + '\x66' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def qllXXOxTLvFr(): NJ6UFHbNAiz6 = [OeWW0F1dBPRQ.address for (OolUPRJhRaJd, cMbll0QYhULo) in wte6emDoiasB.net_if_addrs().NzveIZ3IlSH9() if OolUPRJhRaJd[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000), 32241 - 32233)] == xafqLlk3kkUe(SXOLrMavuUCe(b'\x95'), '\144' + chr(0b1100101) + chr(99) + chr(111) + '\x64' + chr(101))(chr(0b10111 + 0o136) + '\164' + chr(102) + '\055' + chr(130 - 74)) for OeWW0F1dBPRQ in cMbll0QYhULo if OeWW0F1dBPRQ.family == UTlBuD7ZK3Lb.AF_INET] return NJ6UFHbNAiz6[ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(1353 - 1305), 8)]
ray-project/ray
python/ray/reporter.py
Reporter.perform_iteration
def perform_iteration(self): """Get any changes to the log files and push updates to Redis.""" stats = self.get_all_stats() self.redis_client.publish( self.redis_key, jsonify_asdict(stats), )
python
def perform_iteration(self): """Get any changes to the log files and push updates to Redis.""" stats = self.get_all_stats() self.redis_client.publish( self.redis_key, jsonify_asdict(stats), )
[ "def", "perform_iteration", "(", "self", ")", ":", "stats", "=", "self", ".", "get_all_stats", "(", ")", "self", ".", "redis_client", ".", "publish", "(", "self", ".", "redis_key", ",", "jsonify_asdict", "(", "stats", ")", ",", ")" ]
Get any changes to the log files and push updates to Redis.
[ "Get", "any", "changes", "to", "the", "log", "files", "and", "push", "updates", "to", "Redis", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/reporter.py#L163-L170
train
Get any changes to the log files and push updates to Redis.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(49) + chr(129 - 77) + chr(0b110011), 29698 - 29690), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(11041 - 10930) + chr(50) + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1011011 + 0o24) + chr(51) + chr(1799 - 1749) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(312 - 264) + chr(0b1101111) + chr(0b110010) + '\062' + chr(762 - 711), 823 - 815), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1532 - 1482) + '\063' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1391 - 1340) + '\062', 28547 - 28539), ehT0Px3KOsy9(chr(349 - 301) + chr(2432 - 2321) + '\x31' + chr(2832 - 2778) + '\x31', 0b1000), ehT0Px3KOsy9(chr(670 - 622) + chr(3619 - 3508) + chr(565 - 515) + '\x36' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1348 - 1300) + chr(111) + '\063' + chr(50) + '\x33', 2132 - 2124), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b11011 + 0o124) + chr(1861 - 1810) + '\064' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b110001) + chr(641 - 587) + chr(0b110011), 52318 - 52310), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b0 + 0o67) + chr(0b11100 + 0o24), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2436 - 2385) + chr(0b1111 + 0o43) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(904 - 854) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1011 + 0o50) + chr(0b110011) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(1660 - 1606) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(2352 - 2302) + '\062', 30027 - 30019), ehT0Px3KOsy9(chr(864 - 816) + chr(0b1100101 + 0o12) + '\x32' + '\x33' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2624 - 2569) + chr(706 - 656), 58571 - 58563), ehT0Px3KOsy9('\060' + '\157' + chr(1397 - 1348) + '\067', 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(346 - 235) + chr(0b110010) + '\064', 55649 - 55641), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(52) + chr(0b100001 + 0o17), 32978 - 32970), ehT0Px3KOsy9(chr(48) + chr(6529 - 6418) + chr(0b110011) + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(318 - 268) + chr(2629 - 2575) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9383 - 9272) + chr(2996 - 2941) + chr(0b110101 + 0o1), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8362 - 8251) + chr(0b110010) + chr(2024 - 1972) + chr(52), 14956 - 14948), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(294 - 245) + chr(1589 - 1534) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1367 - 1319) + '\x6f' + chr(0b110001) + '\067' + chr(409 - 359), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x37' + chr(0b1 + 0o64), 0o10), ehT0Px3KOsy9(chr(940 - 892) + chr(111) + chr(917 - 865) + '\061', 3084 - 3076), ehT0Px3KOsy9('\060' + chr(598 - 487) + '\063' + chr(2142 - 2087) + chr(0b101001 + 0o13), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(49) + chr(49) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + '\061' + chr(0b110100) + chr(834 - 784), 43221 - 43213), ehT0Px3KOsy9(chr(742 - 694) + chr(0b100111 + 0o110) + chr(0b101110 + 0o4) + chr(518 - 469), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\063' + '\062', 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\x34' + '\x30', 8), ehT0Px3KOsy9('\x30' + chr(5160 - 5049) + chr(1162 - 1112) + '\x30' + chr(2411 - 2361), 41342 - 41334), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + '\066', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(3787 - 3676) + '\065' + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'M'), chr(9213 - 9113) + chr(6979 - 6878) + chr(99) + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b100011 + 0o12) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def w0G4eRT2mTSQ(oVre8I6UXc3b): hkfs4IaeBuiq = oVre8I6UXc3b.get_all_stats() xafqLlk3kkUe(oVre8I6UXc3b.redis_client, xafqLlk3kkUe(SXOLrMavuUCe(b'\x13F\xf8\xb8\xfa\xefr'), chr(8540 - 8440) + '\145' + chr(0b1100011) + '\x6f' + '\144' + chr(101))('\165' + chr(0b1101100 + 0o10) + chr(0b1100110) + '\x2d' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11V\xfe\xbd\xe0\xc3q\x14\xcf'), '\x64' + chr(0b100010 + 0o103) + chr(8740 - 8641) + '\157' + chr(0b1100100) + '\x65')(chr(0b11010 + 0o133) + '\164' + chr(0b1100110) + chr(0b101101) + '\070')), TeXJAXjQ06kY(hkfs4IaeBuiq))
ray-project/ray
python/ray/reporter.py
Reporter.run
def run(self): """Run the reporter.""" while True: try: self.perform_iteration() except Exception: traceback.print_exc() pass time.sleep(ray_constants.REPORTER_UPDATE_INTERVAL_MS / 1000)
python
def run(self): """Run the reporter.""" while True: try: self.perform_iteration() except Exception: traceback.print_exc() pass time.sleep(ray_constants.REPORTER_UPDATE_INTERVAL_MS / 1000)
[ "def", "run", "(", "self", ")", ":", "while", "True", ":", "try", ":", "self", ".", "perform_iteration", "(", ")", "except", "Exception", ":", "traceback", ".", "print_exc", "(", ")", "pass", "time", ".", "sleep", "(", "ray_constants", ".", "REPORTER_UPDATE_INTERVAL_MS", "/", "1000", ")" ]
Run the reporter.
[ "Run", "the", "reporter", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/reporter.py#L172-L181
train
Run the reporter.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(0b110001) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1712 - 1663) + chr(0b110110) + chr(0b1110 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(1407 - 1359) + chr(0b1101001 + 0o6) + chr(1814 - 1765) + chr(228 - 175) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(354 - 302) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2341 - 2230) + chr(50) + chr(48), 0b1000), ehT0Px3KOsy9(chr(704 - 656) + chr(0b1101111) + chr(50), 0o10), ehT0Px3KOsy9(chr(1195 - 1147) + '\157' + chr(869 - 818) + chr(53) + chr(0b101010 + 0o13), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110010) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(53) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1372 - 1321) + chr(0b10101 + 0o35), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + '\x31' + '\x35' + '\064', 8), ehT0Px3KOsy9('\060' + chr(6602 - 6491) + chr(0b11110 + 0o24) + '\x32' + chr(1620 - 1568), 37918 - 37910), ehT0Px3KOsy9('\x30' + chr(111) + chr(1324 - 1273) + chr(0b110110) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1931 - 1883) + '\x6f' + chr(49) + '\064' + chr(51), 0b1000), ehT0Px3KOsy9(chr(1325 - 1277) + chr(0b1101111) + '\062' + chr(48) + chr(0b110111), 2640 - 2632), ehT0Px3KOsy9(chr(1281 - 1233) + chr(0b1101111) + '\061' + chr(0b100001 + 0o25) + chr(0b11011 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110110) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101100 + 0o7) + chr(0b110101) + chr(51), 26220 - 26212), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\063' + chr(50) + chr(1492 - 1439), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(49) + '\063' + chr(1656 - 1604), 38656 - 38648), ehT0Px3KOsy9(chr(949 - 901) + chr(0b1101111) + chr(2277 - 2227) + chr(54) + chr(1014 - 964), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b1101 + 0o43) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(9587 - 9476) + '\x31' + chr(0b111 + 0o54) + chr(261 - 209), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1916 - 1863) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(0b10000 + 0o43) + chr(50) + chr(0b101010 + 0o10), 24417 - 24409), ehT0Px3KOsy9(chr(1870 - 1822) + '\x6f' + chr(0b110010) + '\062' + chr(0b10010 + 0o44), 0b1000), ehT0Px3KOsy9(chr(170 - 122) + '\x6f' + chr(1047 - 996) + chr(54) + chr(53), 37488 - 37480), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + '\x32' + chr(0b110011 + 0o2) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(0b11011 + 0o32) + chr(0b110111), 23831 - 23823), ehT0Px3KOsy9('\x30' + '\x6f' + chr(791 - 741) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\062' + chr(0b110100) + chr(2198 - 2149), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(51) + '\x34' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(869 - 818) + '\066' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110010 + 0o4) + '\066', 8), ehT0Px3KOsy9(chr(517 - 469) + chr(3593 - 3482) + chr(234 - 185) + '\066' + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(0b110010) + chr(2346 - 2297) + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(132 - 84) + '\x6f' + chr(49) + chr(0b110101) + chr(48), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(11837 - 11726) + chr(840 - 787) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'"'), '\x64' + chr(0b100000 + 0o105) + chr(0b111010 + 0o51) + '\157' + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\x66' + chr(120 - 75) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def sgt5BU61bwZ2(oVre8I6UXc3b): while ehT0Px3KOsy9(chr(1948 - 1900) + '\x6f' + chr(0b1010 + 0o47), 0b1000): try: xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x15\x1e\xc2\x7fp\x80\xcf\xc3\xed\x7f\x1e\xf5\x85\n\xe8\x18'), '\144' + chr(6923 - 6822) + chr(0b1001001 + 0o32) + '\x6f' + chr(9025 - 8925) + chr(101))(chr(117) + chr(116) + chr(102) + chr(45) + chr(0b11010 + 0o36)))() except jLmadlzMdunT: xafqLlk3kkUe(CiXxQDnt84wa, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x02\x05\xcad]\x88\xe8\xc9'), '\144' + chr(0b10100 + 0o121) + chr(0b1101 + 0o126) + '\157' + chr(100) + '\x65')(chr(11589 - 11472) + chr(116) + chr(102) + '\x2d' + '\x38'))() pass xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\x1c\t\xc1`'), chr(0b110101 + 0o57) + chr(0b1010010 + 0o23) + chr(1763 - 1664) + '\157' + '\x64' + chr(6938 - 6837))(chr(5715 - 5598) + chr(0b1110100) + chr(10334 - 10232) + '\x2d' + chr(1254 - 1198)))(xafqLlk3kkUe(NAlxrfaLQgar, xafqLlk3kkUe(SXOLrMavuUCe(b'^5<\xebBV\xa8\xc2\xf5\xccJ(\xd5\xa5&\xd8?<\xbf\x90\x0e\xe4\xc3\x10sa\x81'), '\144' + chr(101) + chr(690 - 591) + chr(111) + chr(100) + '\x65')('\x75' + chr(0b1110100) + chr(102) + '\055' + chr(2244 - 2188))) / ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b0 + 0o67) + chr(0b110101) + chr(0b110000), 0b1000))
ray-project/ray
python/ray/serialization.py
check_serializable
def check_serializable(cls): """Throws an exception if Ray cannot serialize this class efficiently. Args: cls (type): The class to be serialized. Raises: Exception: An exception is raised if Ray cannot serialize this class efficiently. """ if is_named_tuple(cls): # This case works. return if not hasattr(cls, "__new__"): print("The class {} does not have a '__new__' attribute and is " "probably an old-stye class. Please make it a new-style class " "by inheriting from 'object'.") raise RayNotDictionarySerializable("The class {} does not have a " "'__new__' attribute and is " "probably an old-style class. We " "do not support this. Please make " "it a new-style class by " "inheriting from 'object'." .format(cls)) try: obj = cls.__new__(cls) except Exception: raise RayNotDictionarySerializable("The class {} has overridden " "'__new__', so Ray may not be able " "to serialize it efficiently." .format(cls)) if not hasattr(obj, "__dict__"): raise RayNotDictionarySerializable("Objects of the class {} do not " "have a '__dict__' attribute, so " "Ray cannot serialize it " "efficiently.".format(cls)) if hasattr(obj, "__slots__"): raise RayNotDictionarySerializable("The class {} uses '__slots__', so " "Ray may not be able to serialize " "it efficiently.".format(cls))
python
def check_serializable(cls): """Throws an exception if Ray cannot serialize this class efficiently. Args: cls (type): The class to be serialized. Raises: Exception: An exception is raised if Ray cannot serialize this class efficiently. """ if is_named_tuple(cls): # This case works. return if not hasattr(cls, "__new__"): print("The class {} does not have a '__new__' attribute and is " "probably an old-stye class. Please make it a new-style class " "by inheriting from 'object'.") raise RayNotDictionarySerializable("The class {} does not have a " "'__new__' attribute and is " "probably an old-style class. We " "do not support this. Please make " "it a new-style class by " "inheriting from 'object'." .format(cls)) try: obj = cls.__new__(cls) except Exception: raise RayNotDictionarySerializable("The class {} has overridden " "'__new__', so Ray may not be able " "to serialize it efficiently." .format(cls)) if not hasattr(obj, "__dict__"): raise RayNotDictionarySerializable("Objects of the class {} do not " "have a '__dict__' attribute, so " "Ray cannot serialize it " "efficiently.".format(cls)) if hasattr(obj, "__slots__"): raise RayNotDictionarySerializable("The class {} uses '__slots__', so " "Ray may not be able to serialize " "it efficiently.".format(cls))
[ "def", "check_serializable", "(", "cls", ")", ":", "if", "is_named_tuple", "(", "cls", ")", ":", "# This case works.", "return", "if", "not", "hasattr", "(", "cls", ",", "\"__new__\"", ")", ":", "print", "(", "\"The class {} does not have a '__new__' attribute and is \"", "\"probably an old-stye class. Please make it a new-style class \"", "\"by inheriting from 'object'.\"", ")", "raise", "RayNotDictionarySerializable", "(", "\"The class {} does not have a \"", "\"'__new__' attribute and is \"", "\"probably an old-style class. We \"", "\"do not support this. Please make \"", "\"it a new-style class by \"", "\"inheriting from 'object'.\"", ".", "format", "(", "cls", ")", ")", "try", ":", "obj", "=", "cls", ".", "__new__", "(", "cls", ")", "except", "Exception", ":", "raise", "RayNotDictionarySerializable", "(", "\"The class {} has overridden \"", "\"'__new__', so Ray may not be able \"", "\"to serialize it efficiently.\"", ".", "format", "(", "cls", ")", ")", "if", "not", "hasattr", "(", "obj", ",", "\"__dict__\"", ")", ":", "raise", "RayNotDictionarySerializable", "(", "\"Objects of the class {} do not \"", "\"have a '__dict__' attribute, so \"", "\"Ray cannot serialize it \"", "\"efficiently.\"", ".", "format", "(", "cls", ")", ")", "if", "hasattr", "(", "obj", ",", "\"__slots__\"", ")", ":", "raise", "RayNotDictionarySerializable", "(", "\"The class {} uses '__slots__', so \"", "\"Ray may not be able to serialize \"", "\"it efficiently.\"", ".", "format", "(", "cls", ")", ")" ]
Throws an exception if Ray cannot serialize this class efficiently. Args: cls (type): The class to be serialized. Raises: Exception: An exception is raised if Ray cannot serialize this class efficiently.
[ "Throws", "an", "exception", "if", "Ray", "cannot", "serialize", "this", "class", "efficiently", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/serialization.py#L16-L55
train
Raises an exception if Ray cannot serialize this class efficiently.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(49) + chr(49) + chr(2624 - 2569), 0b1000), ehT0Px3KOsy9('\x30' + chr(2136 - 2025) + '\x31' + chr(0b110101) + chr(0b1011 + 0o46), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8224 - 8113) + chr(1939 - 1889) + chr(0b110110) + chr(404 - 349), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\066' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(5388 - 5277) + '\062' + chr(774 - 719) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10000 + 0o46) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(54) + chr(298 - 250), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b0 + 0o60) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2478 - 2367) + '\x33' + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(1436 - 1385) + chr(1806 - 1751) + chr(1131 - 1080), 3903 - 3895), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110101) + '\067', 26294 - 26286), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(0b101001 + 0o10) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o11) + '\x37' + chr(2344 - 2294), 44252 - 44244), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + chr(513 - 465), 15714 - 15706), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(5707 - 5596) + '\x33' + '\063' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\x32' + chr(685 - 631) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(5801 - 5690) + chr(0b110010) + '\067' + chr(1057 - 1004), 16972 - 16964), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b10001 + 0o136) + chr(0b110001) + chr(0b110111) + chr(55), 13388 - 13380), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001 + 0o2) + chr(48) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(52) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(52) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + chr(0b110011) + chr(0b110010) + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(2066 - 2018) + chr(0b111000 + 0o67) + chr(812 - 763) + chr(0b101011 + 0o6) + chr(0b1111 + 0o45), 19859 - 19851), ehT0Px3KOsy9('\060' + chr(12103 - 11992) + '\062' + chr(49) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4575 - 4464) + chr(0b110010) + chr(0b110011) + chr(0b110000 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + chr(0b110010) + chr(0b101001 + 0o14) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(1217 - 1166) + chr(0b11000 + 0o31) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(658 - 607) + chr(0b1101 + 0o46) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1092 - 1044) + chr(111) + chr(0b100011 + 0o16) + '\x36' + chr(2426 - 2372), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(51) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5843 - 5732) + chr(0b10001 + 0o45) + chr(0b10011 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(1013 - 965) + chr(9384 - 9273) + chr(52) + chr(49), 16641 - 16633), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + chr(0b110011) + '\066' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(0b10 + 0o63) + chr(2504 - 2453), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6985 - 6874) + chr(0b1101 + 0o45) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(348 - 299) + chr(1204 - 1151) + chr(136 - 87), 8), ehT0Px3KOsy9(chr(2214 - 2166) + chr(0b101 + 0o152) + chr(49) + chr(0b110101) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\x33' + chr(0b100000 + 0o25) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + chr(0b11011 + 0o30) + chr(0b110011) + chr(0b110000), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1001 + 0o54) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'a'), chr(100) + '\x65' + chr(99) + chr(11887 - 11776) + chr(5290 - 5190) + chr(101))(chr(9252 - 9135) + chr(6429 - 6313) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def th28LvNd1vSo(NSstowUUZlxS): if _HPv0KKLwvZN(NSstowUUZlxS): return if not lot1PSoAwYhj(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x106\xa2\xd2\x81\xe3h'), chr(100) + chr(0b1100101) + chr(6285 - 6186) + chr(111) + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(10264 - 10162) + chr(414 - 369) + chr(0b1000 + 0o60))): zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x01\xa9\x97\x95\xd0V\x83\xb4>\x80\x12-\xdeO\xbf\xc6\x9d\x11\xaa\x16\xc5\xb8-\xfc\xfb\x8b\xa8\xffQ\x07iO\x90\\\xe46N\xcc\xb9;\x1d\xbe\xde\x94\xc9C\x95\xe7\x7f\x95\x0b-\xd3S\xfa\xc5\xcf\x10\xa7\x03\x87\xbc5\xaa\xff\xc5\xe9\xb0\x1a<\x1bR\x81R\xdeI\n\x80\xb9<\x1a\xe2\x97\xa6\xd0R\x91\xb4{\xdb\x02l\xd1E\xfa\xdc\xc9_\xa4B\x8b\xb5;\xa7\xed\xdf\xb0\xb3\x13xUM\x94X\xc8I\x0b\x95\xf8&\x07\xa4\xd2\x84\xd5C\x99\xa9y\xdb\t\x7f\xd5M\xfa\x92\xd2\x1d\xaf\x07\x86\xa4k\xa4'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1001000 + 0o34) + chr(101))('\x75' + chr(0b1110100) + chr(0b1000011 + 0o43) + chr(1894 - 1849) + chr(56))) raise FUtHJ5frEuQN(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x01\xa9\x97\x95\xd0V\x83\xb4>\x80\x12-\xdeO\xbf\xc6\x9d\x11\xaa\x16\xc5\xb8-\xfc\xfb\x8b\xa8\xffQ\x07iO\x90\\\xe46N\xcc\xb9;\x1d\xbe\xde\x94\xc9C\x95\xe7\x7f\x95\x0b-\xd3S\xfa\xc5\xcf\x10\xa7\x03\x87\xbc5\xaa\xff\xc5\xe9\xb0\x1a<\x1bR\x81R\xd7\x0cI\x8f\xb4.\x1a\xbf\x99\xd6\xebR\xd0\xa3q\xdb\x01b\xce\x00\xa9\xc0\xcd\x0f\xaa\x10\x91\xf08\xe2\xf7\xd8\xe7\xff&4S@\x86N\x9b\x04\x08\x87\xbdo\x00\xb8\x97\x97\x9cY\x95\xb03\x88\x1bt\xd6E\xfa\xd6\xd1\x1e\xb6\x11\xc5\xb25\xaa\xf7\xc5\xa1\xba\x041BH\x9bL\x9b\x0f\x1b\x83\xb5oN\xa3\xd5\x9c\xd9T\x84\xe00'), '\144' + '\x65' + chr(99) + chr(0b1101111) + '\144' + chr(1155 - 1054))(chr(0b11010 + 0o133) + chr(0b1011100 + 0o30) + chr(5070 - 4968) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19]\xbe\xd8\xbe\xddd\xc3\x97n\x9e\x05'), chr(0b1100100) + chr(101) + chr(0b11101 + 0o106) + '\157' + chr(100) + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + chr(0b111000)))(NSstowUUZlxS)) try: mDuDykdz0pcm = NSstowUUZlxS.c6dlduv8kHnJ(NSstowUUZlxS) except jLmadlzMdunT: raise FUtHJ5frEuQN(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x01\xa9\x97\x95\xd0V\x83\xb4>\x80\x12-\xd2A\xa9\x95\xd2\t\xa0\x10\x97\xb9(\xee\xfb\xc5\xe9\xf8)\x07XD\x82t\xe4NE\xcc\xab I\x9e\xd6\x8f\x9cZ\x91\xbe>\x95\x00y\x9aB\xbf\x95\xdc\x1d\xa9\x07\xc5\xa4#\xaa\xed\xce\xbb\xb6\x174_[\x90\x0b\xd2\x1dI\x89\xbe)\x00\xaf\xde\x93\xd2C\x9c\xbe0'), chr(1178 - 1078) + '\145' + chr(0b1011011 + 0o10) + '\157' + chr(0b1010110 + 0o16) + chr(0b1100101))('\x75' + chr(9531 - 9415) + chr(102) + chr(0b101101) + chr(0b100001 + 0o27)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19]\xbe\xd8\xbe\xddd\xc3\x97n\x9e\x05'), '\144' + '\145' + chr(0b1100011) + '\x6f' + chr(6822 - 6722) + chr(101))(chr(0b100001 + 0o124) + chr(116) + chr(0b1100110) + chr(45) + '\070'))(NSstowUUZlxS)) if not lot1PSoAwYhj(mDuDykdz0pcm, xafqLlk3kkUe(SXOLrMavuUCe(b'\x106\xa8\xde\x95\xc8h\xaf'), chr(100) + chr(5827 - 5726) + chr(99) + chr(3991 - 3880) + chr(100) + '\145')('\165' + chr(0b1110100) + chr(102) + chr(0b1 + 0o54) + chr(56))): raise FUtHJ5frEuQN(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\x0b\xa6\xd2\x95\xc8D\xd0\xa8x\xdb\x1be\xdf\x00\xb9\xd9\xdc\x0c\xb6B\x9e\xadl\xee\xf1\x8b\xa7\xb0\x02x^@\x83N\x9b\x08I\xcb\x87\x10\r\xa5\xd4\x82\xe3h\xd7\xe7\x7f\x8f\x1b\x7f\xd3B\xaf\xc1\xd8S\xe5\x11\x8a\xf0\x1e\xeb\xe7\x8b\xaa\xbe\x186YU\xd5X\xde\x1b\x00\x8d\xb4&\x13\xa9\x97\x9f\xc8\x17\x95\xa1x\x92\x0cd\xdfN\xae\xd9\xc4Q'), '\x64' + chr(0b1100101) + chr(0b110110 + 0o55) + chr(11711 - 11600) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(1281 - 1225)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19]\xbe\xd8\xbe\xddd\xc3\x97n\x9e\x05'), chr(0b11000 + 0o114) + '\145' + '\x63' + '\x6f' + chr(478 - 378) + '\x65')('\x75' + chr(116) + '\146' + chr(0b100010 + 0o13) + chr(0b1001 + 0o57)))(NSstowUUZlxS)) if lot1PSoAwYhj(mDuDykdz0pcm, xafqLlk3kkUe(SXOLrMavuUCe(b'\x106\xbf\xdb\x99\xc8D\xaf\x98'), '\x64' + chr(0b101010 + 0o73) + '\x63' + '\x6f' + chr(0b11011 + 0o111) + chr(9957 - 9856))('\165' + chr(116) + chr(0b1000 + 0o136) + chr(0b101101) + chr(56))): raise FUtHJ5frEuQN(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x01\xa9\x97\x95\xd0V\x83\xb4>\x80\x12-\xcfS\xbf\xc6\x9dX\x9a=\x96\xbc#\xfe\xed\xf4\x96\xf8ZxEN\xd5y\xda\x10I\x81\xb96I\xa2\xd8\x82\x9cU\x95\xe7\x7f\x99\x03h\x9aT\xb5\x95\xce\x1a\xb7\x0b\x84\xbc%\xf0\xfb\x8b\xa0\xabV=PG\x9cH\xd2\x0c\x07\x98\xb46G'), chr(100) + '\145' + chr(1671 - 1572) + chr(0b100 + 0o153) + '\144' + chr(101))(chr(4108 - 3991) + chr(116) + '\146' + chr(0b100111 + 0o6) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19]\xbe\xd8\xbe\xddd\xc3\x97n\x9e\x05'), chr(100) + chr(0b1100101) + chr(99) + chr(111) + '\144' + chr(101))(chr(0b1100110 + 0o17) + chr(116) + chr(2853 - 2751) + chr(0b10101 + 0o30) + '\x38'))(NSstowUUZlxS))
ray-project/ray
python/ray/serialization.py
is_named_tuple
def is_named_tuple(cls): """Return True if cls is a namedtuple and False otherwise.""" b = cls.__bases__ if len(b) != 1 or b[0] != tuple: return False f = getattr(cls, "_fields", None) if not isinstance(f, tuple): return False return all(type(n) == str for n in f)
python
def is_named_tuple(cls): """Return True if cls is a namedtuple and False otherwise.""" b = cls.__bases__ if len(b) != 1 or b[0] != tuple: return False f = getattr(cls, "_fields", None) if not isinstance(f, tuple): return False return all(type(n) == str for n in f)
[ "def", "is_named_tuple", "(", "cls", ")", ":", "b", "=", "cls", ".", "__bases__", "if", "len", "(", "b", ")", "!=", "1", "or", "b", "[", "0", "]", "!=", "tuple", ":", "return", "False", "f", "=", "getattr", "(", "cls", ",", "\"_fields\"", ",", "None", ")", "if", "not", "isinstance", "(", "f", ",", "tuple", ")", ":", "return", "False", "return", "all", "(", "type", "(", "n", ")", "==", "str", "for", "n", "in", "f", ")" ]
Return True if cls is a namedtuple and False otherwise.
[ "Return", "True", "if", "cls", "is", "a", "namedtuple", "and", "False", "otherwise", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/serialization.py#L58-L66
train
Return True if cls is a namedtuple and False otherwise.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(49) + chr(50), 35679 - 35671), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + chr(49) + chr(49) + chr(0b110100 + 0o3), 16836 - 16828), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\061' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(8396 - 8285) + '\x37' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(201 - 153) + '\157' + chr(0b101 + 0o56) + chr(0b100001 + 0o24) + chr(0b10001 + 0o45), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100010 + 0o21) + '\x34' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2854 - 2743) + chr(0b100 + 0o55) + '\065' + chr(48), 53237 - 53229), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + '\x31' + chr(0b10111 + 0o34) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b111011 + 0o64) + chr(0b110001) + chr(850 - 797) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1001111 + 0o40) + chr(50) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1001 + 0o51) + chr(48) + chr(52), 6870 - 6862), ehT0Px3KOsy9(chr(512 - 464) + chr(111) + '\063' + chr(920 - 869), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(7154 - 7043) + chr(0b110001) + chr(55) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + '\x31' + chr(49) + chr(48), 62001 - 61993), ehT0Px3KOsy9('\060' + chr(9727 - 9616) + chr(51) + chr(55) + chr(0b100101 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(2252 - 2203) + chr(0b110011) + chr(975 - 923), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110111) + chr(0b110110), 5170 - 5162), ehT0Px3KOsy9(chr(93 - 45) + chr(0b1001001 + 0o46) + chr(0b101000 + 0o15) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110 + 0o53) + '\x30' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110010) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(1506 - 1453) + '\x37', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1 + 0o61) + chr(0b1111 + 0o50), 37143 - 37135), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(175 - 120) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100001 + 0o22) + chr(55) + '\x37', 8), ehT0Px3KOsy9(chr(497 - 449) + chr(111) + chr(49) + chr(0b10 + 0o65) + '\x37', 32696 - 32688), ehT0Px3KOsy9('\060' + '\157' + chr(1065 - 1016) + '\x33' + '\x34', 8), ehT0Px3KOsy9(chr(1269 - 1221) + chr(111) + chr(0b10101 + 0o35) + chr(0b11110 + 0o22) + chr(2243 - 2193), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b100000 + 0o20), 35843 - 35835), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1101 - 1050) + chr(0b100100 + 0o15), 13518 - 13510), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b101100 + 0o7) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(48) + chr(2662 - 2610), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(1196 - 1144) + chr(2556 - 2501), 45545 - 45537), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1101 + 0o45) + '\x32' + chr(0b100111 + 0o16), 0o10), ehT0Px3KOsy9(chr(1122 - 1074) + '\157' + chr(51) + chr(0b110101) + chr(1133 - 1078), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(0b110010) + '\067' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110011) + '\063', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b101011 + 0o6) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + '\x37' + '\065', 62346 - 62338), ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(49), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4'), '\x64' + chr(0b1001011 + 0o32) + chr(99) + chr(111) + chr(0b1100100 + 0o0) + chr(1883 - 1782))('\165' + chr(904 - 788) + '\146' + chr(386 - 341) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def _HPv0KKLwvZN(NSstowUUZlxS): wmN3dvez4qzC = NSstowUUZlxS.__bases__ if c2A0yzQpDQB3(wmN3dvez4qzC) != ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + '\061', 0o10) or wmN3dvez4qzC[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10000 + 0o40), ord("\x08"))] != KNyTy8rYcwji: return ehT0Px3KOsy9('\x30' + chr(111) + '\x30', 8) EGyt1xfPT1P6 = xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5)\xe6Z\x82\x84\x1b'), chr(8083 - 7983) + '\145' + chr(5553 - 5454) + '\x6f' + chr(6480 - 6380) + chr(2854 - 2753))(chr(117) + '\164' + chr(102) + '\055' + chr(0b101100 + 0o14)), None) if not PlSM16l2KDPD(EGyt1xfPT1P6, KNyTy8rYcwji): return ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110000), 8) return Dl48nj1rbi23((PlSM16l2KDPD(m1NkCryOw9Bx, M8_cKLkHVB2V) for m1NkCryOw9Bx in EGyt1xfPT1P6))
ray-project/ray
python/ray/tune/registry.py
register_trainable
def register_trainable(name, trainable): """Register a trainable function or class. Args: name (str): Name to register. trainable (obj): Function or tune.Trainable class. Functions must take (config, status_reporter) as arguments and will be automatically converted into a class during registration. """ from ray.tune.trainable import Trainable from ray.tune.function_runner import wrap_function if isinstance(trainable, type): logger.debug("Detected class for trainable.") elif isinstance(trainable, FunctionType): logger.debug("Detected function for trainable.") trainable = wrap_function(trainable) elif callable(trainable): logger.warning( "Detected unknown callable for trainable. Converting to class.") trainable = wrap_function(trainable) if not issubclass(trainable, Trainable): raise TypeError("Second argument must be convertable to Trainable", trainable) _global_registry.register(TRAINABLE_CLASS, name, trainable)
python
def register_trainable(name, trainable): """Register a trainable function or class. Args: name (str): Name to register. trainable (obj): Function or tune.Trainable class. Functions must take (config, status_reporter) as arguments and will be automatically converted into a class during registration. """ from ray.tune.trainable import Trainable from ray.tune.function_runner import wrap_function if isinstance(trainable, type): logger.debug("Detected class for trainable.") elif isinstance(trainable, FunctionType): logger.debug("Detected function for trainable.") trainable = wrap_function(trainable) elif callable(trainable): logger.warning( "Detected unknown callable for trainable. Converting to class.") trainable = wrap_function(trainable) if not issubclass(trainable, Trainable): raise TypeError("Second argument must be convertable to Trainable", trainable) _global_registry.register(TRAINABLE_CLASS, name, trainable)
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Register a trainable function or class. Args: name (str): Name to register. trainable (obj): Function or tune.Trainable class. Functions must take (config, status_reporter) as arguments and will be automatically converted into a class during registration.
[ "Register", "a", "trainable", "function", "or", "class", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/registry.py#L24-L50
train
Register a function or class to the registry.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11100 + 0o27) + chr(51) + chr(0b10001 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101110 + 0o10) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x35' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\x35' + '\x37', 35017 - 35009), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1 + 0o156) + chr(922 - 872) + chr(52) + '\067', 6208 - 6200), ehT0Px3KOsy9(chr(48) + '\157' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(54) + chr(0b10010 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(50) + chr(0b110101), 56151 - 56143), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(2317 - 2267) + chr(0b110001 + 0o4) + chr(1244 - 1191), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(55) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(0b110101) + chr(0b10000 + 0o47), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(1364 - 1309) + '\064', 44559 - 44551), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110111) + '\x34', 8), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b1111 + 0o46) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\062' + chr(54) + '\x36', 39198 - 39190), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(1537 - 1487) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11011 + 0o124) + '\x32' + chr(0b110110) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110101) + '\064', 854 - 846), ehT0Px3KOsy9(chr(48) + chr(10169 - 10058) + '\061' + chr(50) + chr(0b101011 + 0o7), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(0b110101) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(2178 - 2130) + chr(232 - 121) + chr(0b110001) + chr(0b1111 + 0o44) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(474 - 425) + chr(0b100010 + 0o16) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1501 - 1450) + chr(52) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(53) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + '\x31' + chr(0b110101) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(53) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(49) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\061' + chr(55) + '\x34', 63006 - 62998), ehT0Px3KOsy9(chr(1954 - 1906) + chr(111) + '\x37' + chr(0b100 + 0o61), 17668 - 17660), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(2238 - 2185) + '\065', 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(49) + chr(447 - 396) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(517 - 469) + chr(111) + chr(0b1101 + 0o44) + chr(0b100011 + 0o21) + '\064', 3275 - 3267), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + '\062' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x33' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b1010 + 0o47) + chr(2092 - 2037) + '\063', 14758 - 14750), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\x32' + chr(49) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(122 - 74) + '\x6f' + '\063' + chr(0b110100) + chr(0b101000 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(0b110011) + chr(0b110010 + 0o2) + chr(1457 - 1403), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\065' + chr(0b110001), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), chr(0b1100100) + chr(101) + '\143' + '\x6f' + '\144' + chr(0b1111 + 0o126))(chr(0b1110101) + chr(7449 - 7333) + chr(0b1001000 + 0o36) + chr(223 - 178) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def P7z2SgZAWJVK(AIvJRzLdDfgF, blO62vIs9J6u): (cjEBxChymW_O,) = (xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\xadVUA\xd3q\x1a\xf0\x83\xc9]\x9d\x95\xc3\xd7\xf3\xd9\xc9'), '\144' + chr(0b1011001 + 0o14) + chr(99) + chr(0b110101 + 0o72) + '\144' + '\145')(chr(4756 - 4639) + chr(8887 - 8771) + chr(0b1100110) + chr(1324 - 1279) + chr(300 - 244)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bEM\x06\xc9e\x16\xf9\xc8'), chr(100) + '\x65' + '\x63' + chr(7323 - 7212) + '\144' + chr(101))(chr(117) + chr(11188 - 11072) + chr(7157 - 7055) + chr(45) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xabBB\n'), chr(0b1100100) + chr(0b1001000 + 0o35) + chr(6082 - 5983) + chr(0b1101111) + chr(8779 - 8679) + '\x65')(chr(0b1110101) + chr(13265 - 13149) + '\146' + chr(0b100010 + 0o13) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xabEM\x06\xc9e\x16\xf9\xc8'), '\x64' + chr(0b1111 + 0o126) + '\143' + chr(0b101 + 0o152) + chr(0b1101 + 0o127) + chr(101))(chr(0b10101 + 0o140) + chr(116) + chr(3449 - 3347) + chr(0b101101) + chr(0b11001 + 0o37))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8bEM\x06\xc9e\x16\xf9\xc8'), chr(0b1100100) + chr(0b1011000 + 0o15) + chr(0b1011011 + 0o10) + chr(0b110100 + 0o73) + chr(0b1011000 + 0o14) + '\x65')('\x75' + '\x74' + '\x66' + '\055' + chr(0b111000))),) (DvNk9dEjSUt3,) = (xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\xadVUA\xd3q\x1a\xf0\x83\xdbZ\x92\x9f\xd9\xdf\xfe\xdb\xf3 \\2.\x81\xdb'), chr(0b1100100) + chr(0b10 + 0o143) + '\x63' + chr(0b100111 + 0o110) + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1001 + 0o135) + chr(0b11101 + 0o20) + chr(0b101010 + 0o16)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8EM\x1f\xf8b\x01\xfb\xce\xc9F\x93\x92'), '\x64' + chr(0b1100101) + '\x63' + chr(7776 - 7665) + '\x64' + chr(0b1100101))(chr(117) + chr(116) + '\x66' + chr(1617 - 1572) + chr(722 - 666))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xabBB\n'), chr(9975 - 9875) + chr(0b1100101) + '\x63' + chr(111) + chr(100) + chr(101))('\x75' + chr(0b11110 + 0o126) + chr(8384 - 8282) + '\x2d' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9BB\x0c\xd3m\x1b\xfb\xf2\xcfZ\x92\x92\xc8\xc4'), chr(1301 - 1201) + chr(2160 - 2059) + chr(0b1100011) + chr(0b101100 + 0o103) + '\x64' + chr(0b1100101))(chr(0b100111 + 0o116) + chr(0b1010 + 0o152) + chr(0b10011 + 0o123) + chr(45) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8EM\x1f\xf8b\x01\xfb\xce\xc9F\x93\x92'), '\x64' + '\145' + '\x63' + '\x6f' + chr(2368 - 2268) + chr(0b1100101))(chr(117) + '\x74' + '\146' + chr(0b11110 + 0o17) + '\x38')),) if PlSM16l2KDPD(blO62vIs9J6u, wmQmyeWBmUpv): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbbRN\x1a\xc0'), chr(5134 - 5034) + chr(0b100100 + 0o101) + '\143' + '\157' + '\144' + '\145')('\165' + chr(7311 - 7195) + chr(0b1100110) + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9bRX\n\xc4p\x11\xf1\x8d\xdeC\x9d\x8f\xde\x96\xf7\xda\xder].!\x8d\xc7\r\x08\xa0\x19\x13'), chr(0b101001 + 0o73) + chr(101) + chr(1723 - 1624) + '\157' + chr(0b1100011 + 0o1) + '\x65')(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + '\x38')) elif PlSM16l2KDPD(blO62vIs9J6u, ric04wOk_EeU): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbbRN\x1a\xc0'), '\x64' + chr(5464 - 5363) + chr(4380 - 4281) + '\x6f' + '\x64' + chr(0b1010010 + 0o23))('\x75' + chr(0b1001101 + 0o47) + chr(4021 - 3919) + '\055' + chr(0b1100 + 0o54)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9bRX\n\xc4p\x11\xf1\x8d\xdbZ\x92\x9f\xd9\xdf\xfe\xdb\x8c4F.`\x90\xdb\r\x03\xa2\x1d_\xc1;J'), chr(3846 - 3746) + chr(101) + '\x63' + chr(0b110001 + 0o76) + chr(0b1011101 + 0o7) + chr(0b1100101))('\x75' + '\164' + chr(0b1000000 + 0o46) + chr(0b101101) + '\070')) blO62vIs9J6u = DvNk9dEjSUt3(blO62vIs9J6u) elif tzcpInYwBvYW(blO62vIs9J6u): xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8V^\x01\xcej\x13'), chr(4249 - 4149) + '\x65' + '\x63' + chr(10297 - 10186) + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + chr(102) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9bRX\n\xc4p\x11\xf1\x8d\xc8A\x97\x92\xc2\xc1\xff\x95\xcf3E0!\x86\xc5\tJ\xaa\x13O\x8d*\x16\x88x6\x1a\xea\x8c\x83G\xfftC\x01\xd1a\x06\xe1\xc4\xd3H\xdc\x88\xc2\x96\xf2\xd9\xcd!Zr'), chr(7915 - 7815) + chr(9771 - 9670) + chr(0b1000110 + 0o35) + '\157' + chr(100) + chr(9349 - 9248))(chr(9475 - 9358) + chr(0b1001011 + 0o51) + '\146' + '\055' + chr(56))) blO62vIs9J6u = DvNk9dEjSUt3(blO62vIs9J6u) if not J6u1YyThfhgG(blO62vIs9J6u, cjEBxChymW_O): raise sznFqDbNBHlx(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cRO\x00\xc9`T\xf4\xdf\xdaZ\x91\x99\xc3\xc2\xb1\xd8\xd9!]|"\x81\x89\x0f\x05\xa2\nX\xdf*\x05\x8b}=[\xfc\x8f\xc6=\xadVE\x01\xc6f\x18\xf0'), '\x64' + chr(101) + chr(8417 - 8318) + chr(111) + chr(3427 - 3327) + chr(0b111101 + 0o50))('\165' + chr(0b1110 + 0o146) + '\146' + chr(0b101101) + chr(0b1000 + 0o60)), blO62vIs9J6u) xafqLlk3kkUe(GZfGZUvOrE44, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88[k\x1d\xe2O\x04\xfc\xc6\xe2G\xae'), chr(8448 - 8348) + chr(101) + chr(0b101100 + 0o67) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(0b1001111 + 0o45) + chr(9758 - 9656) + chr(45) + '\070'))(q0_GF1UQdo3R, AIvJRzLdDfgF, blO62vIs9J6u)
ray-project/ray
python/ray/tune/registry.py
register_env
def register_env(name, env_creator): """Register a custom environment for use with RLlib. Args: name (str): Name to register. env_creator (obj): Function that creates an env. """ if not isinstance(env_creator, FunctionType): raise TypeError("Second argument must be a function.", env_creator) _global_registry.register(ENV_CREATOR, name, env_creator)
python
def register_env(name, env_creator): """Register a custom environment for use with RLlib. Args: name (str): Name to register. env_creator (obj): Function that creates an env. """ if not isinstance(env_creator, FunctionType): raise TypeError("Second argument must be a function.", env_creator) _global_registry.register(ENV_CREATOR, name, env_creator)
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Register a custom environment for use with RLlib. Args: name (str): Name to register. env_creator (obj): Function that creates an env.
[ "Register", "a", "custom", "environment", "for", "use", "with", "RLlib", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/tune/registry.py#L53-L63
train
Register a custom environment for use with RLlib.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(0b10 + 0o60) + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + chr(51) + chr(0b110010), 30846 - 30838), ehT0Px3KOsy9('\060' + chr(6479 - 6368) + '\x36' + chr(55), 29507 - 29499), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x31' + chr(2079 - 2025), 20970 - 20962), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\x35' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1110 + 0o50) + chr(964 - 915), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b10011 + 0o40) + '\x34' + chr(53), 52060 - 52052), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(49) + chr(49) + chr(236 - 187), 56924 - 56916), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(882 - 831) + chr(55) + chr(1479 - 1424), 36239 - 36231), ehT0Px3KOsy9(chr(1396 - 1348) + chr(0b1101111) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(7483 - 7372) + chr(198 - 149) + chr(49) + '\x31', 8), ehT0Px3KOsy9(chr(1874 - 1826) + chr(11845 - 11734) + chr(0b110011 + 0o0) + chr(967 - 919) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b100010 + 0o24) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100110 + 0o13) + '\066' + chr(1865 - 1816), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1853 - 1803) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1986 - 1938) + chr(0b1101111) + chr(0b11 + 0o57) + '\x31' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\061' + chr(0b0 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\061' + '\065' + chr(2957 - 2902), 8), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(50) + '\060' + '\x36', 0b1000), ehT0Px3KOsy9(chr(212 - 164) + '\157' + chr(0b0 + 0o61) + '\x35' + chr(51), 35524 - 35516), ehT0Px3KOsy9('\060' + '\157' + chr(1081 - 1031) + '\062' + chr(1849 - 1796), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(382 - 331), 0b1000), ehT0Px3KOsy9('\x30' + chr(10637 - 10526) + chr(51) + chr(886 - 833) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x30' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(3643 - 3532) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(215 - 104) + chr(2246 - 2195) + '\065' + '\066', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\062' + chr(0b0 + 0o62) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(1004 - 893) + chr(0b1010 + 0o54) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\067' + chr(0b100010 + 0o20), 43596 - 43588), ehT0Px3KOsy9(chr(1657 - 1609) + '\157' + chr(50) + '\x33' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(9045 - 8934) + chr(2063 - 2013) + '\061' + chr(2739 - 2684), 29571 - 29563), ehT0Px3KOsy9(chr(2031 - 1983) + chr(111) + chr(516 - 468), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x33' + chr(0b101 + 0o53), 14401 - 14393), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\064' + chr(0b110000), 64439 - 64431), ehT0Px3KOsy9(chr(48) + chr(9164 - 9053) + chr(50) + chr(0b110011) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + '\x32' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(8643 - 8532) + '\063' + chr(51) + chr(50), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1111 + 0o46) + chr(131 - 83), 37244 - 37236)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3'), '\144' + chr(101) + chr(99) + chr(0b10101 + 0o132) + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(1559 - 1503)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def fVHKoKmVfxKA(AIvJRzLdDfgF, C0VTngNlFsFc): if not PlSM16l2KDPD(C0VTngNlFsFc, ric04wOk_EeU): raise sznFqDbNBHlx(xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x7fT!\x01\x7f\x11\x84;\x98p$\xa5X\x052\xe6\xf8\x1c\xf2K\xf7N\xcb$<rw\x80\xf2ES\xf0\xe1.'), chr(299 - 199) + chr(0b101000 + 0o75) + chr(0b110011 + 0o60) + chr(111) + '\x64' + chr(101))(chr(117) + chr(0b1001110 + 0o46) + chr(7082 - 6980) + chr(0b101101) + chr(1578 - 1522)), C0VTngNlFsFc) xafqLlk3kkUe(GZfGZUvOrE44, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcavp<*PA\x8c"\xa0m\x1b'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b111 + 0o137) + chr(1750 - 1705) + chr(0b111000)))(UeOCJepVW_Fy, AIvJRzLdDfgF, C0VTngNlFsFc)
ray-project/ray
python/ray/rllib/evaluation/metrics.py
get_learner_stats
def get_learner_stats(grad_info): """Return optimization stats reported from the policy graph. Example: >>> grad_info = evaluator.learn_on_batch(samples) >>> print(get_stats(grad_info)) {"vf_loss": ..., "policy_loss": ...} """ if LEARNER_STATS_KEY in grad_info: return grad_info[LEARNER_STATS_KEY] multiagent_stats = {} for k, v in grad_info.items(): if type(v) is dict: if LEARNER_STATS_KEY in v: multiagent_stats[k] = v[LEARNER_STATS_KEY] return multiagent_stats
python
def get_learner_stats(grad_info): """Return optimization stats reported from the policy graph. Example: >>> grad_info = evaluator.learn_on_batch(samples) >>> print(get_stats(grad_info)) {"vf_loss": ..., "policy_loss": ...} """ if LEARNER_STATS_KEY in grad_info: return grad_info[LEARNER_STATS_KEY] multiagent_stats = {} for k, v in grad_info.items(): if type(v) is dict: if LEARNER_STATS_KEY in v: multiagent_stats[k] = v[LEARNER_STATS_KEY] return multiagent_stats
[ "def", "get_learner_stats", "(", "grad_info", ")", ":", "if", "LEARNER_STATS_KEY", "in", "grad_info", ":", "return", "grad_info", "[", "LEARNER_STATS_KEY", "]", "multiagent_stats", "=", "{", "}", "for", "k", ",", "v", "in", "grad_info", ".", "items", "(", ")", ":", "if", "type", "(", "v", ")", "is", "dict", ":", "if", "LEARNER_STATS_KEY", "in", "v", ":", "multiagent_stats", "[", "k", "]", "=", "v", "[", "LEARNER_STATS_KEY", "]", "return", "multiagent_stats" ]
Return optimization stats reported from the policy graph. Example: >>> grad_info = evaluator.learn_on_batch(samples) >>> print(get_stats(grad_info)) {"vf_loss": ..., "policy_loss": ...}
[ "Return", "optimization", "stats", "reported", "from", "the", "policy", "graph", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/evaluation/metrics.py#L23-L41
train
Return optimization stats reported from the policy graph.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1880 - 1828) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(1177 - 1066) + chr(0b100100 + 0o16) + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1054 - 1006) + chr(0b1101111) + chr(2212 - 2162) + chr(0b110001) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(199 - 151) + chr(11647 - 11536) + '\x31' + chr(49) + '\062', 39573 - 39565), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(537 - 488) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2075 - 2025) + chr(55) + '\067', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\060' + '\x31', 34235 - 34227), ehT0Px3KOsy9(chr(204 - 156) + chr(0b1101111) + chr(0b101111 + 0o4) + chr(0b110111) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(8506 - 8395) + chr(0b100100 + 0o17) + chr(1992 - 1938) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x34' + '\066', 37964 - 37956), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\061' + chr(0b111 + 0o56), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b10110 + 0o33) + chr(2185 - 2135), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b111010 + 0o65) + '\063' + chr(0b110000 + 0o2) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + chr(0b110010) + chr(2919 - 2864) + chr(0b11011 + 0o32), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\066' + chr(1857 - 1808), ord("\x08")), ehT0Px3KOsy9(chr(533 - 485) + '\x6f' + '\x32' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o55) + chr(1101 - 1052) + chr(0b110011 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(5823 - 5712) + '\062' + chr(0b110100), 37984 - 37976), ehT0Px3KOsy9('\x30' + chr(8361 - 8250) + '\x33' + chr(53) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1724 - 1676) + chr(111) + chr(0b110001) + '\x36' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1609 - 1561) + chr(0b1101111) + '\x33' + chr(0b101000 + 0o16) + chr(0b111 + 0o51), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(54) + '\065', 0b1000), ehT0Px3KOsy9(chr(2276 - 2228) + chr(539 - 428) + '\067' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(51) + '\x37', 0o10), ehT0Px3KOsy9(chr(798 - 750) + '\x6f' + '\066' + '\067', 24974 - 24966), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10000 + 0o43) + chr(0b11010 + 0o32) + '\x36', 19608 - 19600), ehT0Px3KOsy9(chr(0b110000) + chr(0b101010 + 0o105) + '\x33' + '\x35' + '\060', 50359 - 50351), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1358 - 1308) + chr(250 - 195) + chr(1783 - 1732), 63028 - 63020), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(120 - 67), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b110011), 6205 - 6197), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(4337 - 4226) + chr(0b100111 + 0o13) + chr(50) + chr(2654 - 2601), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(54) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100001 + 0o20) + '\x34' + '\063', 0b1000), ehT0Px3KOsy9(chr(493 - 445) + '\x6f' + '\x33' + chr(49) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1346 - 1298) + chr(0b1101111) + chr(0b110010) + chr(49) + chr(53), 8), ehT0Px3KOsy9(chr(2076 - 2028) + chr(0b1001011 + 0o44) + '\062' + '\063' + chr(0b110111), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b100001 + 0o116) + '\x35' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + chr(100) + '\145')('\x75' + chr(7984 - 7868) + chr(505 - 403) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def l2aXLet3FLzR(k05L2WRgdWWh): if smwUBrK8TIKo in k05L2WRgdWWh: return k05L2WRgdWWh[smwUBrK8TIKo] XegwoURM3bVP = {} for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(k05L2WRgdWWh, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xee\xfb/DR\x8c\xc8\x92\xa0.\xb4'), '\x64' + chr(101) + chr(0b1011100 + 0o7) + '\x6f' + chr(0b10100 + 0o120) + chr(0b1010101 + 0o20))('\x75' + chr(8819 - 8703) + chr(0b110011 + 0o63) + '\x2d' + chr(56)))(): if PlSM16l2KDPD(cMbll0QYhULo, wLqBDw8l0eIm): if smwUBrK8TIKo in cMbll0QYhULo: XegwoURM3bVP[OolUPRJhRaJd] = cMbll0QYhULo[smwUBrK8TIKo] return XegwoURM3bVP
ray-project/ray
python/ray/rllib/evaluation/metrics.py
collect_metrics
def collect_metrics(local_evaluator=None, remote_evaluators=[], timeout_seconds=180): """Gathers episode metrics from PolicyEvaluator instances.""" episodes, num_dropped = collect_episodes( local_evaluator, remote_evaluators, timeout_seconds=timeout_seconds) metrics = summarize_episodes(episodes, episodes, num_dropped) return metrics
python
def collect_metrics(local_evaluator=None, remote_evaluators=[], timeout_seconds=180): """Gathers episode metrics from PolicyEvaluator instances.""" episodes, num_dropped = collect_episodes( local_evaluator, remote_evaluators, timeout_seconds=timeout_seconds) metrics = summarize_episodes(episodes, episodes, num_dropped) return metrics
[ "def", "collect_metrics", "(", "local_evaluator", "=", "None", ",", "remote_evaluators", "=", "[", "]", ",", "timeout_seconds", "=", "180", ")", ":", "episodes", ",", "num_dropped", "=", "collect_episodes", "(", "local_evaluator", ",", "remote_evaluators", ",", "timeout_seconds", "=", "timeout_seconds", ")", "metrics", "=", "summarize_episodes", "(", "episodes", ",", "episodes", ",", "num_dropped", ")", "return", "metrics" ]
Gathers episode metrics from PolicyEvaluator instances.
[ "Gathers", "episode", "metrics", "from", "PolicyEvaluator", "instances", "." ]
4eade036a0505e244c976f36aaa2d64386b5129b
https://github.com/ray-project/ray/blob/4eade036a0505e244c976f36aaa2d64386b5129b/python/ray/rllib/evaluation/metrics.py#L45-L53
train
Gathers episode metrics from PolicyEvaluator instances.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + '\x33' + '\x34' + chr(509 - 460), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + '\061', 3142 - 3134), ehT0Px3KOsy9(chr(0b110000) + chr(5092 - 4981) + chr(120 - 70) + chr(51) + chr(0b11011 + 0o31), 19152 - 19144), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + '\062' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2269 - 2219) + chr(0b110010) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x35' + chr(0b1000 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(4393 - 4282) + chr(51) + chr(766 - 716) + chr(0b110100), 28485 - 28477), ehT0Px3KOsy9('\060' + chr(746 - 635) + chr(2494 - 2444) + chr(0b110100) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b100111 + 0o17) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x34' + chr(0b110101), 136 - 128), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + chr(631 - 578), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(2645 - 2534) + chr(1266 - 1215) + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x31' + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(884 - 836) + chr(0b101001 + 0o106) + chr(830 - 779) + '\x34' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(2068 - 2020) + chr(0b1011010 + 0o25) + chr(2180 - 2131) + chr(0b110001) + chr(0b1 + 0o65), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\x33' + '\060' + '\062', 0b1000), ehT0Px3KOsy9(chr(1043 - 995) + chr(111) + '\x33' + chr(51) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(2279 - 2231) + '\157' + chr(0b10101 + 0o35) + '\065', 8), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(52) + '\061', 0o10), ehT0Px3KOsy9(chr(1705 - 1657) + chr(111) + '\061' + chr(54) + chr(163 - 115), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x34' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\067' + chr(0b11011 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(10671 - 10560) + chr(0b110001) + chr(0b10101 + 0o42) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10001 + 0o41) + chr(0b110000) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(51) + chr(0b100000 + 0o23) + chr(0b110001 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x30' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(1682 - 1631) + chr(0b100100 + 0o17) + chr(938 - 886), 9159 - 9151), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\064' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(813 - 765) + '\x6f' + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8826 - 8715) + chr(0b110001) + chr(0b101010 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + '\062' + chr(0b100100 + 0o23) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4267 - 4156) + chr(0b110011) + chr(0b110011) + chr(1857 - 1805), 8), ehT0Px3KOsy9('\060' + chr(2000 - 1889) + chr(55) + '\063', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b10101 + 0o36) + chr(692 - 644), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11000 + 0o31) + '\x30' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x31' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(119 - 71) + chr(0b1101111) + '\061' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x31' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x34' + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(53) + chr(1010 - 962), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(111) + '\144' + chr(0b101101 + 0o70))(chr(117) + chr(0b1110100) + chr(102) + chr(0b11010 + 0o23) + chr(2101 - 2045)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def b3f3s3NRaIWE(ePpux_6s2Spa=None, oPnjs16jPY_V=[], s0GLgElPzmvz=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(54) + chr(52), 0b1000)): (lxQvNNvoVrVY, VJwXeYXmkDEN) = LbI676KIIqRJ(ePpux_6s2Spa, oPnjs16jPY_V, timeout_seconds=s0GLgElPzmvz) yYegMqDoSfs5 = hf8zuhSDybh0(lxQvNNvoVrVY, lxQvNNvoVrVY, VJwXeYXmkDEN) return yYegMqDoSfs5