diff --git a/release/stress_tests/test_dead_actors.txt b/release/stress_tests/test_dead_actors.txt
new file mode 100644
index 000000000..2e73606f2
--- /dev/null
+++ b/release/stress_tests/test_dead_actors.txt
@@ -0,0 +1,4 @@
+Finished in: 133.60612034797668s
+Average iteration time: 1.3360581374168397s
+Max iteration time: 5.137001276016235s
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diff --git a/release/stress_tests/test_many_tasks.txt b/release/stress_tests/test_many_tasks.txt
new file mode 100644
index 000000000..8ff7a3463
--- /dev/null
+++ b/release/stress_tests/test_many_tasks.txt
@@ -0,0 +1,1272 @@
+2021-01-29 12:21:10,712	INFO worker.py:655 -- Connecting to existing Ray cluster at address: 10.0.0.53:6379
+INFO:__main__:Waiting for nodes 101/101
+INFO:__main__:Nodes have all joined. There are {'GPU': 10000.0, 'CPU': 264.0, 'object_store_memory': 4168.0, 'memory': 14130.0, 'node:10.0.0.57': 1.0, 'node:10.0.0.192': 1.0, 'node:10.0.0.247': 1.0, 'node:10.0.0.34': 1.0, 'node:10.0.0.26': 1.0, 'node:10.0.0.13': 1.0, 'node:10.0.0.226': 1.0, 'node:10.0.0.98': 1.0, 'node:10.0.0.93': 1.0, 'node:10.0.0.88': 1.0, 'node:10.0.0.157': 1.0, 'node:10.0.0.59': 1.0, 'node:10.0.0.242': 1.0, 'node:10.0.0.110': 1.0, 'node:10.0.0.148': 1.0, 'node:10.0.0.136': 1.0, 'node:10.0.0.18': 1.0, 'node:10.0.0.56': 1.0, 'node:10.0.0.219': 1.0, 'node:10.0.0.43': 1.0, 'node:10.0.0.203': 1.0, 'node:10.0.0.65': 1.0, 'node:10.0.0.209': 1.0, 'node:10.0.0.129': 1.0, 'node:10.0.0.237': 1.0, 'node:10.0.0.154': 1.0, 'node:10.0.0.176': 1.0, 'node:10.0.0.250': 1.0, 'node:10.0.0.22': 1.0, 'node:10.0.0.215': 1.0, 'node:10.0.0.5': 1.0, 'node:10.0.0.7': 1.0, 'node:10.0.0.240': 1.0, 'node:10.0.0.100': 1.0, 'node:10.0.0.147': 1.0, 'node:10.0.0.20': 1.0, 'node:10.0.0.104': 1.0, 'node:10.0.0.235': 1.0, 'node:10.0.0.193': 1.0, 'node:10.0.0.172': 1.0, 'node:10.0.0.190': 1.0, 'node:10.0.0.124': 1.0, 'node:10.0.0.90': 1.0, 'node:10.0.0.143': 1.0, 'node:10.0.0.51': 1.0, 'node:10.0.0.213': 1.0, 'node:10.0.0.195': 1.0, 'node:10.0.0.14': 1.0, 'node:10.0.0.164': 1.0, 'node:10.0.0.181': 1.0, 'node:10.0.0.16': 1.0, 'node:10.0.0.214': 1.0, 'node:10.0.0.54': 1.0, 'node:10.0.0.10': 1.0, 'node:10.0.0.252': 1.0, 'node:10.0.0.244': 1.0, 'node:10.0.0.173': 1.0, 'node:10.0.0.198': 1.0, 'node:10.0.0.103': 1.0, 'node:10.0.0.161': 1.0, 'node:10.0.0.254': 1.0, 'node:10.0.0.96': 1.0, 'node:10.0.0.239': 1.0, 'node:10.0.0.225': 1.0, 'node:10.0.0.142': 1.0, 'node:10.0.0.97': 1.0, 'node:10.0.0.162': 1.0, 'node:10.0.0.107': 1.0, 'node:10.0.0.53': 1.0, 'node:10.0.0.159': 1.0, 'node:10.0.0.177': 1.0, 'node:10.0.0.152': 1.0, 'node:10.0.0.30': 1.0, 'node:10.0.0.224': 1.0, 'node:10.0.0.233': 1.0, 'node:10.0.0.211': 1.0, 'node:10.0.0.243': 1.0, 'node:10.0.0.153': 1.0, 'node:10.0.0.130': 1.0, 'node:10.0.0.236': 1.0, 'node:10.0.0.231': 1.0, 'node:10.0.0.123': 1.0, 'node:10.0.0.229': 1.0, 'node:10.0.0.180': 1.0, 'node:10.0.0.119': 1.0, 'node:10.0.0.166': 1.0, 'node:10.0.0.105': 1.0, 'node:10.0.0.228': 1.0, 'node:10.0.0.101': 1.0, 'node:10.0.0.183': 1.0, 'node:10.0.0.141': 1.0, 'node:10.0.0.81': 1.0, 'node:10.0.0.227': 1.0, 'node:10.0.0.156': 1.0, 'node:10.0.0.74': 1.0, 'node:10.0.0.131': 1.0, 'node:10.0.0.66': 1.0, 'node:10.0.0.165': 1.0, 'node:10.0.0.79': 1.0, 'node:10.0.0.120': 1.0, 'node:10.0.0.91': 1.0} resources.
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+INFO:__main__:Finished stage 3 in 2303.117142677307 seconds.
+INFO:__main__:Scheduling many tasks for spillback.
+INFO:__main__:Spread: 92.86646408499928	Last: 4498.536940681	First: 4405.670476596
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+INFO:__main__:Spread: 47.07241982400046	Last: 4430.92710709	First: 4383.854687266
+INFO:__main__:Spread: 46.11529858400081	Last: 4501.964199689	First: 4455.848901105
+INFO:__main__:Spread: 45.38006353600031	Last: 4567.622207413	First: 4522.242143877
+INFO:__main__:Spread: 45.78568541599998	Last: 4502.708029236	First: 4456.92234382
+INFO:__main__:Spread: 43.895173810000415	Last: 4602.357975568	First: 4558.462801758
+INFO:__main__:Spread: 43.96019104400057	Last: 4523.607729506	First: 4479.647538462
+INFO:__main__:Spread: 43.92278933799935	Last: 4595.628277995	First: 4551.705488657
+INFO:__main__:Spread: 42.248185207999995	Last: 4493.537348576	First: 4451.289163368
+INFO:__main__:Spread: 42.185945508999794	Last: 4589.797080882	First: 4547.611135373
+INFO:__main__:Spread: 41.62409491100061	Last: 4606.345450632	First: 4564.721355721
+INFO:__main__:Spread: 41.17161776100056	Last: 4511.43420992	First: 4470.262592159
+INFO:__main__:Spread: 40.253680420999444	Last: 4594.114090603	First: 4553.860410182
+INFO:__main__:Avg spread: 66.90121385927009
+Stage 0 results:
+	Total time: 50.40076494216919
+Stage 1 results:
+	Total time: 191.78780102729797
+	Average iteration time: 19.178766775131226
+	Max iteration time: 21.238199949264526
+	Min iteration time: 18.299438953399658
+Stage 2 results:
+	Total time: 280.4905333518982
+	Average iteration time: 56.0978446483612
+	Max iteration time: 56.96464133262634
+	Min iteration time: 53.859785318374634
+Stage 3 results:
+	Actor creation time: 0.3304018974304199
+	Total time: 2303.117142677307
+Stage 4 results:
+	Scheduling spread: 66.90121385927009.
+Loaded cached provider configuration
+If you experience issues with the cloud provider, try re-running the command with --no-config-cache.
+Fetched IP: 54.153.113.158
+Fetched IP: 54.153.113.158
diff --git a/release/stress_tests/test_placement_group.txt b/release/stress_tests/test_placement_group.txt
new file mode 100644
index 000000000..dceb7964f
--- /dev/null
+++ b/release/stress_tests/test_placement_group.txt
@@ -0,0 +1,139 @@
+2021-01-29 12:20:06,632	INFO worker.py:655 -- Connecting to existing Ray cluster at address: 10.0.0.53:49914
+2021-01-29 12:20:10,745	WARNING worker.py:1107 -- The actor or task with ID 226a4c34af0ca446ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_1dbefa59141c0b894ff3c0d8525b1a85: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,746	WARNING worker.py:1107 -- The actor or task with ID 0a9cd5d7abf3ec0effffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_02792b0c1095b3adfc41cfc6c683eec7: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,746	WARNING worker.py:1107 -- The actor or task with ID f79b031bb0fac8deffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d7d38ce26d16b518738b5cb52cba2957: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,746	WARNING worker.py:1107 -- The actor or task with ID fa6a998edb25a9bdffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_82d5ef02a861cd6f686c904bac905ad2: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,766	WARNING worker.py:1107 -- The actor or task with ID ea4fb010afd8cfc8ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_a3f8bc4d764a21254026026acb4c0407: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID 709334b6ce636ca7ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_a19407963613924d2a70c7c2691c4bdd: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID 24b1a8f70cb7596cffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_afc527e687cf06abe8b5e3e0f981d399: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID 877dae60fc962575ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_78201619eaf9207401fb2ddef2b04dc3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID aa6f4572d73a0660ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_947763317e498054b723a9ea4d341d15: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID 3c8ec38915dbd630ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_4c64652f869a4bb2ba006fef1cd8acd3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID bd2b82ee4e6d0255ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_cfbb24ac25c1fd5f22b206687b7e1d0c: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID 0330224e8350ccfdffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_3acfee527c122bfcc4909b66d8e6d825: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,767	WARNING worker.py:1107 -- The actor or task with ID 8953ca0c1c127f22ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d3ef4ac85a31be4a572e1a12b09c39ff: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID 9542dc02b65a6d23ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ad2dace33696b659658e9cc805138f2a: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID 74a5a77a18ff450effffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_8a4a40fb9c36ff2faac4bb33ce0f7c0f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID 764060e1ecf6abecffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_2c0df525ba2d21c2d50dc99c54fd445e: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID a9d340ef255a34f6ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_7fe77c2a6792523cfe99f0f7e763b3dd: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID a1d1ead1e4aa1d1cffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_e742e70b0c88328e0122c059edd6f6d0: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID 420c0ad989149cfaffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_8dc967c5ff998da9608d16e2b00f05c3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID b16a7077fccbeb1dffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ce00b76b2d84d01b50bc8e0a9c00830c: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,768	WARNING worker.py:1107 -- The actor or task with ID ffffffffffffffffa20b75ee9ab0b86f67771e4901000000 cannot be scheduled right now. It requires {GPU_group_6c83530e80c4705e09b970c180dd9255: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID bacd15536cb88a56ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_a586bbca8ff76e1b99ad165632147a91: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID 8561f805663f3286ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_0f347227080fc0f685f3d060ceea1b86: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID ffffffffffffffffdf5bc425ca81796ad770fee701000000 cannot be scheduled right now. It requires {GPU_group_e43bb15d356f940b88baac5480ead9d3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID 3b347dabc0e07cb7ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ce9ac4dd41fd0eefc48725bcc465f4e8: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID 564dc6b74cd8b7b4ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_4c055e3ab39e78f3976236150bf014d8: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID fc7959ee7ff7c457ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_f2a3deb66880abf65811c8395526f8ba: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,769	WARNING worker.py:1107 -- The actor or task with ID 68f5bb964c57f3e5ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_b3b5fb25801587faa9802ee8811569e1: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID e7cf916177f00136ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_2c308884a105dfc64fd37156301b2578: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID e70fda5e9e336dd1ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_47ee4e696eb86b5eb0604de15bf79b4f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID e0e0bf4cee7e6e15ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_34b2e2196c8c7608fedf0b2038517f9d: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID ffffffffffffffff1a299adea86c77b7dab7538c01000000 cannot be scheduled right now. It requires {GPU_group_5403f5674c4cb84a19c2aa375978f26b: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID 03d328bbe435110affffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_1ddcf0be9be8b44c8dcfdd3cf8938f4f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID 5a281f558e381bebffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_7b8ace750ef7be9ddca67235218376ac: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID ffffffffffffffff6285df8d0c1be797036016d401000000 cannot be scheduled right now. It requires {GPU_group_12e3fc3b933ef1e7ec768a3ad9aec882: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,770	WARNING worker.py:1107 -- The actor or task with ID 6d9146e20547be30ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_f378ebd7c3da01f28ff8c7c8a284053f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID 78891e3fcfbe29e5ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_eed46c684fbcecd86bf124ad7e577aab: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID 34a788091ffa19aaffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_be1f2eb24a367ee3a672e9bf7cfaf6a7: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID ecf24877ca75d7c0ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_fa76fa360dcfb6700d25d1412fbe5aaa: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID 7686e9d29e13797affffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ff7e270052b47c19feeb58f982c07df7: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID bdf68f470d8f6428ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_b8111ce357c00237f299c05a7390fa2f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID 66496b29442668f9ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_82845de2e7c155e94ff427dd172e2f65: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID 7b3460121151a11affffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_79cd323487e4ed3295c9a5db0c706387: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,771	WARNING worker.py:1107 -- The actor or task with ID 3ab0649c36f1a9c1ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_4c1f6eaad508216e9b40a5d3519ae433: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,772	WARNING worker.py:1107 -- The actor or task with ID 3da65c0bf947bfd2ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_39cfa2e167c4afc9953634dae1276977: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,772	WARNING worker.py:1107 -- The actor or task with ID 88c9c98d8601dd41ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d98616c22e10e71f5d5a96af5921e2c8: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,772	WARNING worker.py:1107 -- The actor or task with ID db0101a5f3255000ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_cc5c853e438729725fe509bf411ae31d: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,772	WARNING worker.py:1107 -- The actor or task with ID 3d50ce1231aba886ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_22e5d51be2b082e8510b043dae72eaf0: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,782	WARNING worker.py:1107 -- The actor or task with ID c550208aa099f775ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_be2dfc1dd7fd8fd1c79eef7e44dc07a9: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,782	WARNING worker.py:1107 -- The actor or task with ID 7085c6baab35f11bffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_bc3d1544237dafc807ef2eed969bcbda: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,783	WARNING worker.py:1107 -- The actor or task with ID 0b28ff5b727263c8ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_9cb23f0d25b886bd5b09c777f29f98d4: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,783	WARNING worker.py:1107 -- The actor or task with ID 130040447cebf8e3ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d9e493edb3a39381312bd08f82ab7d21: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,783	WARNING worker.py:1107 -- The actor or task with ID 06462f07b566abf3ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_c1354f4733d9d809c43cd60a6d69f82f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,783	WARNING worker.py:1107 -- The actor or task with ID d3ffe6a3ea3cb44cffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_85ad07a1094f29df4545eff9b4592ae1: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,783	WARNING worker.py:1107 -- The actor or task with ID a9c96a95c7e0d750ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_75a1ee33f5d54390d4633fa092f13584: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,783	WARNING worker.py:1107 -- The actor or task with ID f6b94395945eb0f2ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_153ec8830a10d21057fd81be8d2ad53a: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,784	WARNING worker.py:1107 -- The actor or task with ID 4a8b08d942ddb21fffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_0ad99413424477d0756190d11f70ac2e: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,784	WARNING worker.py:1107 -- The actor or task with ID dfb3dcb427a7bda1ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_aa83304c4f1c06c3c260425365ce0bc3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,784	WARNING worker.py:1107 -- The actor or task with ID b52aa6a639511429ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_137e02973ac464b83120579c183ae140: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,784	WARNING worker.py:1107 -- The actor or task with ID 7c3fbbf62e14783effffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d84a488317bddb9bbc3e260445f4e0f4: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,794	WARNING worker.py:1107 -- The actor or task with ID 10e6f6e490d6bf8dffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_e23f42b0028c9993f786bbba933787e8: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID fce11ed1419c44f4ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_dd1aa87c66144e11ac9998219d9d8fa4: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 0b10e1c260003db2ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_078b02ad170585cf18353d9af2eebcd2: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 6d7e49de66afdcbaffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_4797c9e20f8927aae6b059a1ac4d05c8: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID ec56fc7772be7d40ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_0b64ebee4d2ef70ed80052242469333c: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 910cb1483d477d11ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_91587690808caeae27586dc866ffb6dd: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID e4d0cf6ff6cb4be3ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_8e1a6455accaced41a51e9bb51a89521: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 1237c647ed0b3f31ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_0c041391c4f58059026ab92217f92caf: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID c74565e8ddc4e64dffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_2afed957b61d028ed849f1ef8d92725b: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 6a729bcead622e61ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_04d64a338cb42e0bbadc669538fed613: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 134a3267df7dfbf2ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_389d10688d06a0ba88beac9750dec1c8: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,805	WARNING worker.py:1107 -- The actor or task with ID 0b8421c7ab3827a0ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_2347c21296366995b40bae4b0c7433ff: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 464078837e2c9811ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_a60bfa0c306aee65de240f5c262a75b0: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID e086024fb0fe6ee8ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_5e57c940c371fd817482a8b2ec098a47: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 28b6abbbeaa015adffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_9653dbe007881f233746e9b93032d55a: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 75d51975970cf513ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_3458f5abf18a7d0a4a1046999878b3cb: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 8a90d7a394d8adc4ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_3338ed485c3f64a59a79b9a685feca41: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID f5938a2bb9ef121affffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_4a0782f4fe6eeeb1dbaed84a1c28e0b3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 498ccca4e74fe33effffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_6a662d423b55ea97dcb3e036949c70b1: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 04509acf7eaec25dffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_e52f31911a16be950c26e995fb0b9bc3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 0ef660ecbd97e540ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_53a5fd617e214d93bc20738d3bf419a2: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 0c9081e1583dd677ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ea3b2d04e1e26da215627d2aabcfeba5: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID c77801bc36d1196dffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d2b501c753d0cc7dbd1300a14484fb2c: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,806	WARNING worker.py:1107 -- The actor or task with ID 386183ca49c38ca7ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ea9ab2c561a0152202a5d15c3b291de6: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,817	WARNING worker.py:1107 -- The actor or task with ID 3f39b4c240ed69a0ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_82e961e19c2da5841c00e28180085857: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,817	WARNING worker.py:1107 -- The actor or task with ID e9ae8d3087c1dd34ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_d042f00c077aeb1e058dcec484dc4c4f: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,817	WARNING worker.py:1107 -- The actor or task with ID 5527e2aafadad693ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_5ec92de893f4668ba82e4e92c58fde64: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,817	WARNING worker.py:1107 -- The actor or task with ID 23811380fe77b3a5ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_bd56496e7c765b237f04177e3251ca0b: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:10,817	WARNING worker.py:1107 -- The actor or task with ID 956dff065a08acbeffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_b4076d83263d93205a880ebddc751dd6: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:11,071	WARNING worker.py:1107 -- WARNING: 9 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:11,386	WARNING worker.py:1107 -- WARNING: 12 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:11,426	WARNING worker.py:1107 -- WARNING: 9 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:11,792	WARNING worker.py:1107 -- WARNING: 15 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:11,853	WARNING worker.py:1107 -- WARNING: 12 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:12,026	WARNING worker.py:1107 -- The actor or task with ID 121cd0149a29cd25ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_1258c4dd2052fd755df4d6437ccced3a: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,026	WARNING worker.py:1107 -- The actor or task with ID b7eb020a010e3cbaffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_8dcd3dfcd8e8fce5eb3788f873ef7c5e: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,026	WARNING worker.py:1107 -- The actor or task with ID 2bb53b37a63a6588ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_3adcb21b8c6d4f6cd6d5a582892d8987: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,026	WARNING worker.py:1107 -- The actor or task with ID ac6730eaac842e79ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_6758182d124153e214a16d46da325fa5: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,026	WARNING worker.py:1107 -- The actor or task with ID a5395814ef4432c6ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_eff5bd0b1ad1abff00626f1b9e38f1fe: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID e06919ef03178df3ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_7f54d97abda6b2be8fc16ab89e3b5f82: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID b462fdccb930d3c5ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_c4cfb1619b13021edc58d10fbc041d79: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID 88ddfae6e8fc88cfffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_1e2cd3aa91fcba6a979bc844fedfda05: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID d9696623d5bef6eeffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_5d75e147503d0a0eaa38026db60b16f1: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID 84970af2e893d524ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_bf365a0ca6cb2938eae9dc3c9c6681b2: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID 6def751d9c3c93dcffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_25deff3a77a0e57af11acdbbfdbb83d0: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID a7b4ea817e7e571effffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_5ff2cf635f723b69ac1f47ad7ef18b27: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID 2ac8136e525a18bcffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_b8073377a8c72dbfb4fc22e333c92c95: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID 7e66eea93af0c138ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_8604f06394834ad05cb19a6205669854: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID c141c1db60313baaffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_9e06adcf0aa39e0d6215c26a0ee8f160: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID 917dc4b5f8a52111ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_f1defffd7ef7953c9892abf6de295d20: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,027	WARNING worker.py:1107 -- The actor or task with ID c8962d3454338210ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_b47bee66bfce8198187f952c806fb945: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,038	WARNING worker.py:1107 -- The actor or task with ID bebfa601b44bb5b6ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_2bb222de88a5537c0f76a88453eedb21: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,038	WARNING worker.py:1107 -- The actor or task with ID d5d3222a13177e9bffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_49800cf8311dfd5fde69767f411649c2: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,048	WARNING worker.py:1107 -- The actor or task with ID 3f7a18971132118affffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_c6208bdf49fd4b8ff5ff828c25086883: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,048	WARNING worker.py:1107 -- The actor or task with ID 7facab66e0d4a211ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_84e96889adacaca9b4cb4ddac495ec64: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID b5d815598a7f4197ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_bda6865f8cd3582ab6561c76aae1a36e: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 150fda919416bf26ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_edcf29eb4b6aae0876776db02d3ed1c4: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID a140bf9f267d2934ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_a3b749f043c2d7272138a16f265f0e11: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 0dfdd8c242779dc9ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_df3517c2ef2ea535ed6b283793a108f6: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 6bfb20f6e3ed6e63ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_adb6fce6559f9fd32bcb6bc10faa778c: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 0f62d7c33aa5815dffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_ded064e3d66bc4319c90c3606f92d99b: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID cd56c14827c69ff0ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_9d52bbee48e9c451f382604eb21fce90: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 1053dc93c75dba19ffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_b3fbfa823a01e5fd98a4e5753aa1a9fd: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 68e0eef22f6961dbffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_db6272e45075c607c4b6520001b159b3: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,069	WARNING worker.py:1107 -- The actor or task with ID 2c8274e3b0e03dccffffffffffffffffffffffff01000000 cannot be scheduled right now. It requires {GPU_group_6706ae7f90840653faa2b36d5b386537: 1.000000} for placement, however the cluster currently cannot provide the requested resources. The required resources may be added as autoscaling takes place or placement groups are scheduled. Otherwise, consider reducing the resource requirements of the task.
+2021-01-29 12:20:12,110	WARNING worker.py:1107 -- WARNING: 18 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:12,181	WARNING worker.py:1107 -- WARNING: 15 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:12,425	WARNING worker.py:1107 -- WARNING: 21 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:12,720	WARNING worker.py:1107 -- WARNING: 24 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:13,035	WARNING worker.py:1107 -- WARNING: 27 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+2021-01-29 12:20:13,329	WARNING worker.py:1107 -- WARNING: 30 PYTHON workers have been started. This could be a result of using a large number of actors, or it could be a consequence of using nested tasks (see https://github.com/ray-project/ray/issues/3644) for some a discussion of workarounds.
+Avg placement group creating time: 0.2691924729741867 ms
+Avg placement group removing time: 0.8786630945927776 ms
+Stress Test succeed.
+Loaded cached provider configuration
+If you experience issues with the cloud provider, try re-running the command with --no-config-cache.
+Fetched IP: 54.153.113.158
+Fetched IP: 54.153.113.158