/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:71: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 0.0008568763732910156 seconds
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 0, "group_rank": 0, "worker_id": "2362144", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 89621, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [0], \"role_rank\": [0], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 1, "group_rank": 0, "worker_id": "2362147", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 89621, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [1], \"role_rank\": [1], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "AGENT", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": null, "group_rank": 0, "worker_id": null, "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 89621, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\"}", "agent_restarts": 0}}
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/launch.py:164: DeprecationWarning: The 'warn' method is deprecated, use 'warning' instead
  "The module torch.distributed.launch is deprecated "
The module torch.distributed.launch is deprecated and going to be removed in future.Migrate to torch.distributed.run
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
WARNING:torch.distributed.run:--use_env is deprecated and will be removed in future releases.
 Please read local_rank from `os.environ('LOCAL_RANK')` instead.
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : tools/test.py
  min_nodes        : 1
  max_nodes        : 1
  nproc_per_node   : 2
  run_id           : none
  rdzv_backend     : static
  rdzv_endpoint    : 127.0.0.1:29500
  rdzv_configs     : {'rank': 0, 'timeout': 900}
  max_restarts     : 3
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_95euo9be/none_33i1ycet
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:53: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=127.0.0.1
  master_port=29500
  group_rank=0
  group_world_size=1
  local_ranks=[0, 1]
  role_ranks=[0, 1]
  global_ranks=[0, 1]
  role_world_sizes=[2, 2]
  global_world_sizes=[2, 2]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_95euo9be/none_33i1ycet/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_95euo9be/none_33i1ycet/attempt_0/1/error.json
2024-05-18 18:46:14,428 - mmseg - INFO - Loaded 1449 images
Use load_from_local loader
Use load_from_local loader
[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 1450/1449, 1.2 task/s, elapsed: 1183s, ETA:     0sper class results:

+-------------+-------+-------+
| Class       | IoU   | Acc   |
+-------------+-------+-------+
| background  | 95.8  | 98.57 |
| aeroplane   | 92.15 | 93.19 |
| bicycle     | 77.93 | 88.46 |
| bird        | 94.17 | 95.5  |
| boat        | 81.02 | 84.47 |
| bottle      | 80.66 | 88.8  |
| bus         | 90.99 | 96.0  |
| car         | 86.64 | 93.07 |
| cat         | 88.14 | 98.12 |
| chair       | 37.86 | 48.12 |
| cow         | 90.18 | 94.83 |
| diningtable | 60.54 | 63.63 |
| dog         | 81.7  | 86.44 |
| horse       | 90.41 | 93.74 |
| motorbike   | 86.61 | 93.25 |
| person      | 88.89 | 95.84 |
| pottedplant | 63.75 | 74.57 |
| sheep       | 90.38 | 93.05 |
| sofa        | 50.41 | 57.63 |
| train       | 84.66 | 88.54 |
| tvmonitor   | 78.39 | 85.66 |
+-------------+-------+-------+
Summary:

+--------+-------+-------+-------+
| Scope  | mIoU  | mAcc  | aAcc  |
+--------+-------+-------+-------+
| global | 80.54 | 86.26 | 95.78 |
+--------+-------+-------+-------+
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:71: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 0.0004992485046386719 seconds
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 0, "group_rank": 0, "worker_id": "622560", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1200, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [0], \"role_rank\": [0], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 1, "group_rank": 0, "worker_id": "622561", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1200, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [1], \"role_rank\": [1], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "AGENT", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": null, "group_rank": 0, "worker_id": null, "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1200, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\"}", "agent_restarts": 0}}
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/launch.py:164: DeprecationWarning: The 'warn' method is deprecated, use 'warning' instead
  "The module torch.distributed.launch is deprecated "
The module torch.distributed.launch is deprecated and going to be removed in future.Migrate to torch.distributed.run
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
WARNING:torch.distributed.run:--use_env is deprecated and will be removed in future releases.
 Please read local_rank from `os.environ('LOCAL_RANK')` instead.
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : tools/test.py
  min_nodes        : 1
  max_nodes        : 1
  nproc_per_node   : 2
  run_id           : none
  rdzv_backend     : static
  rdzv_endpoint    : 127.0.0.1:29500
  rdzv_configs     : {'rank': 0, 'timeout': 900}
  max_restarts     : 3
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_2503ue2e/none_7vqnmx_l
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:53: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=127.0.0.1
  master_port=29500
  group_rank=0
  group_world_size=1
  local_ranks=[0, 1]
  role_ranks=[0, 1]
  global_ranks=[0, 1]
  role_world_sizes=[2, 2]
  global_world_sizes=[2, 2]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_2503ue2e/none_7vqnmx_l/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_2503ue2e/none_7vqnmx_l/attempt_0/1/error.json
2024-05-18 19:06:16,031 - mmseg - INFO - Loaded 1449 images
Use load_from_local loader
Use load_from_local loader
[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 1450/1449, 10.5 task/s, elapsed: 138s, ETA:     0sper class results:

+-------------+-------+-------+
| Class       | IoU   | Acc   |
+-------------+-------+-------+
| background  | 95.51 | 98.43 |
| aeroplane   | 90.65 | 92.22 |
| bicycle     | 75.03 | 87.15 |
| bird        | 93.72 | 95.71 |
| boat        | 80.4  | 84.43 |
| bottle      | 81.13 | 89.67 |
| bus         | 90.07 | 95.48 |
| car         | 86.57 | 92.31 |
| cat         | 88.5  | 97.76 |
| chair       | 36.94 | 47.38 |
| cow         | 89.16 | 93.59 |
| diningtable | 58.4  | 61.83 |
| dog         | 83.07 | 87.37 |
| horse       | 89.6  | 93.64 |
| motorbike   | 87.15 | 94.64 |
| person      | 88.12 | 95.3  |
| pottedplant | 62.0  | 73.04 |
| sheep       | 90.11 | 93.05 |
| sofa        | 51.9  | 59.47 |
| train       | 83.85 | 87.19 |
| tvmonitor   | 77.8  | 85.37 |
+-------------+-------+-------+
Summary:

+--------+-------+-------+-------+
| Scope  | mIoU  | mAcc  | aAcc  |
+--------+-------+-------+-------+
| global | 79.98 | 85.95 | 95.61 |
+--------+-------+-------+-------+
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:71: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 0.0007479190826416016 seconds
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 0, "group_rank": 0, "worker_id": "637769", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 155, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [0], \"role_rank\": [0], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 1, "group_rank": 0, "worker_id": "637770", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 155, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [1], \"role_rank\": [1], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "AGENT", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": null, "group_rank": 0, "worker_id": null, "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 155, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\"}", "agent_restarts": 0}}



/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/launch.py:164: DeprecationWarning: The 'warn' method is deprecated, use 'warning' instead
  "The module torch.distributed.launch is deprecated "
The module torch.distributed.launch is deprecated and going to be removed in future.Migrate to torch.distributed.run
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
WARNING:torch.distributed.run:--use_env is deprecated and will be removed in future releases.
 Please read local_rank from `os.environ('LOCAL_RANK')` instead.
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : tools/test.py
  min_nodes        : 1
  max_nodes        : 1
  nproc_per_node   : 2
  run_id           : none
  rdzv_backend     : static
  rdzv_endpoint    : 127.0.0.1:29500
  rdzv_configs     : {'rank': 0, 'timeout': 900}
  max_restarts     : 3
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_6ktihosc/none_26twnwej
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:53: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=127.0.0.1
  master_port=29500
  group_rank=0
  group_world_size=1
  local_ranks=[0, 1]
  role_ranks=[0, 1]
  global_ranks=[0, 1]
  role_world_sizes=[2, 2]
  global_world_sizes=[2, 2]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_6ktihosc/none_26twnwej/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_6ktihosc/none_26twnwej/attempt_0/1/error.json
2024-05-23 17:47:33,924 - mmseg - INFO - Loaded 1449 images
Use load_from_local loader
Use load_from_local loader
[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 1450/1449, 1.2 task/s, elapsed: 1162s, ETA:     0sper class results:

+-------------+-------+-------+
| Class       | IoU   | Acc   |
+-------------+-------+-------+
| background  | 95.93 | 98.37 |
| aeroplane   | 94.66 | 95.79 |
| bicycle     | 82.89 | 90.79 |
| bird        | 94.43 | 96.0  |
| boat        | 81.42 | 86.0  |
| bottle      | 81.58 | 90.29 |
| bus         | 89.63 | 96.24 |
| car         | 87.0  | 93.19 |
| cat         | 91.49 | 97.4  |
| chair       | 40.13 | 50.18 |
| cow         | 91.6  | 98.22 |
| diningtable | 66.86 | 71.09 |
| dog         | 85.83 | 92.1  |
| horse       | 92.31 | 95.14 |
| motorbike   | 87.58 | 93.75 |
| person      | 89.16 | 96.22 |
| pottedplant | 63.87 | 74.22 |
| sheep       | 89.95 | 92.73 |
| sofa        | 50.55 | 60.27 |
| train       | 83.53 | 87.5  |
| tvmonitor   | 79.15 | 85.97 |
+-------------+-------+-------+
Summary:

+--------+-------+-------+------+
| Scope  | mIoU  | mAcc  | aAcc |
+--------+-------+-------+------+
| global | 81.88 | 87.69 | 96.0 |
+--------+-------+-------+------+
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:71: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 0.0006604194641113281 seconds
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 0, "group_rank": 0, "worker_id": "2063823", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1175, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [0], \"role_rank\": [0], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 1, "group_rank": 0, "worker_id": "2063825", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1175, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [1], \"role_rank\": [1], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "AGENT", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": null, "group_rank": 0, "worker_id": null, "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1175, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\"}", "agent_restarts": 0}}












============upernet_oc_swin_small============
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/launch.py:164: DeprecationWarning: The 'warn' method is deprecated, use 'warning' instead
  "The module torch.distributed.launch is deprecated "
The module torch.distributed.launch is deprecated and going to be removed in future.Migrate to torch.distributed.run
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
WARNING:torch.distributed.run:--use_env is deprecated and will be removed in future releases.
 Please read local_rank from `os.environ('LOCAL_RANK')` instead.
INFO:torch.distributed.launcher.api:Starting elastic_operator with launch configs:
  entrypoint       : tools/test.py
  min_nodes        : 1
  max_nodes        : 1
  nproc_per_node   : 2
  run_id           : none
  rdzv_backend     : static
  rdzv_endpoint    : 127.0.0.1:29500
  rdzv_configs     : {'rank': 0, 'timeout': 900}
  max_restarts     : 3
  monitor_interval : 5
  log_dir          : None
  metrics_cfg      : {}

INFO:torch.distributed.elastic.agent.server.local_elastic_agent:log directory set to: /tmp/torchelastic_6ktihosc/none_26twnwej
INFO:torch.distributed.elastic.agent.server.api:[default] starting workers for entrypoint: python
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous'ing worker group
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:53: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:[default] Rendezvous complete for workers. Result:
  restart_count=0
  master_addr=127.0.0.1
  master_port=29500
  group_rank=0
  group_world_size=1
  local_ranks=[0, 1]
  role_ranks=[0, 1]
  global_ranks=[0, 1]
  role_world_sizes=[2, 2]
  global_world_sizes=[2, 2]

INFO:torch.distributed.elastic.agent.server.api:[default] Starting worker group
INFO:torch.distributed.elastic.multiprocessing:Setting worker0 reply file to: /tmp/torchelastic_6ktihosc/none_26twnwej/attempt_0/0/error.json
INFO:torch.distributed.elastic.multiprocessing:Setting worker1 reply file to: /tmp/torchelastic_6ktihosc/none_26twnwej/attempt_0/1/error.json
2024-05-23 17:47:33,924 - mmseg - INFO - Loaded 1449 images
Use load_from_local loader
Use load_from_local loader
[>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>] 1450/1449, 1.2 task/s, elapsed: 1162s, ETA:     0sper class results:

+-------------+-------+-------+
| Class       | IoU   | Acc   |
+-------------+-------+-------+
| background  | 95.93 | 98.37 |
| aeroplane   | 94.66 | 95.79 |
| bicycle     | 82.89 | 90.79 |
| bird        | 94.43 | 96.0  |
| boat        | 81.42 | 86.0  |
| bottle      | 81.58 | 90.29 |
| bus         | 89.63 | 96.24 |
| car         | 87.0  | 93.19 |
| cat         | 91.49 | 97.4  |
| chair       | 40.13 | 50.18 |
| cow         | 91.6  | 98.22 |
| diningtable | 66.86 | 71.09 |
| dog         | 85.83 | 92.1  |
| horse       | 92.31 | 95.14 |
| motorbike   | 87.58 | 93.75 |
| person      | 89.16 | 96.22 |
| pottedplant | 63.87 | 74.22 |
| sheep       | 89.95 | 92.73 |
| sofa        | 50.55 | 60.27 |
| train       | 83.53 | 87.5  |
| tvmonitor   | 79.15 | 85.97 |
+-------------+-------+-------+
Summary:

+--------+-------+-------+------+
| Scope  | mIoU  | mAcc  | aAcc |
+--------+-------+-------+------+
| global | 81.88 | 87.69 | 96.0 |
+--------+-------+-------+------+
INFO:torch.distributed.elastic.agent.server.api:[default] worker group successfully finished. Waiting 300 seconds for other agents to finish.
INFO:torch.distributed.elastic.agent.server.api:Local worker group finished (SUCCEEDED). Waiting 300 seconds for other agents to finish
/home/shaosen/miniconda3/envs/swinseg/lib/python3.7/site-packages/torch/distributed/elastic/utils/store.py:71: FutureWarning: This is an experimental API and will be changed in future.
  "This is an experimental API and will be changed in future.", FutureWarning
INFO:torch.distributed.elastic.agent.server.api:Done waiting for other agents. Elapsed: 0.0006604194641113281 seconds
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 0, "group_rank": 0, "worker_id": "2063823", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1175, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [0], \"role_rank\": [0], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "WORKER", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": 1, "group_rank": 0, "worker_id": "2063825", "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1175, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\", \"local_rank\": [1], \"role_rank\": [1], \"role_world_size\": [2]}", "agent_restarts": 0}}
{"name": "torchelastic.worker.status.SUCCEEDED", "source": "AGENT", "timestamp": 0, "metadata": {"run_id": "none", "global_rank": null, "group_rank": 0, "worker_id": null, "role": "default", "hostname": "shaosen", "state": "SUCCEEDED", "total_run_time": 1175, "rdzv_backend": "static", "raw_error": null, "metadata": "{\"group_world_size\": 1, \"entry_point\": \"python\"}", "agent_restarts": 0}}